<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.2 20190208//EN" "http://jats.nlm.nih.gov/publishing/1.2/JATS-journalpublishing1.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="review-article" dtd-version="1.2" xml:lang="en">
    <front>
        <journal-meta>
            <journal-id journal-id-type="pmc">F1000Research</journal-id>
            <journal-title-group>
                <journal-title>F1000Research</journal-title>
            </journal-title-group>
            <issn pub-type="epub">2046-1402</issn>
            <publisher>
                <publisher-name>F1000 Research Limited</publisher-name>
                <publisher-loc>London, UK</publisher-loc>
            </publisher>
        </journal-meta>
        <article-meta>
            <article-id pub-id-type="doi">10.12688/f1000research.74506.1</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>Review</subject>
                </subj-group>
                <subj-group>
                    <subject>Articles</subject>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>Continued dysregulation of the B cell lineage promotes multiple sclerosis activity despite disease modifying therapies</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 1; peer review: 1 approved with reservations]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Londo&#x00f1;o</surname>
                        <given-names>Ana C.</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-1626-8613</uri>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Mora</surname>
                        <given-names>Carlos A.</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>Neurologia y Neuroimagen, Instituto Neurologico de Colombia (INDEC), Medellin, Antioquia, Colombia</aff>
                <aff id="a2">
                    <label>2</label>Spine &amp; Brain Institute, Ascension St. Vincent's Riverside Hospital, Jacksonville, FL, 32204, USA</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:cmoramd@hotmail.com">cmoramd@hotmail.com</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>22</day>
                <month>12</month>
                <year>2021</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2021</year>
            </pub-date>
            <volume>10</volume>
            <elocation-id>1305</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>14</day>
                    <month>12</month>
                    <year>2021</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2021 Londo&#x00f1;o AC and Mora CA</copyright-statement>
                <copyright-year>2021</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <self-uri content-type="pdf" xlink:href="https://f1000research.com/articles/10-1305/pdf"/>
            <abstract>
                <p>A clear understanding of the origin and role of the different subtypes of the B cell lineage involved in the activity or remission of multiple sclerosis (MS) is important for the treatment and follow-up of patients living with this disease. B cells, however, are dynamic and can play an anti-inflammatory or pro-inflammatory role, depending on their milieu. Depletion of B cells has been effective in controlling the progression of MS, but it can have adverse side effects. A better understanding of the role of the B cell subtypes, through the use of surface biomarkers of cellular activity with special attention to the function of memory and regulatory B cells (Bregs), will be necessary in order to offer specific treatments without inducing undesirable effects.</p>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>Multiple sclerosis</kwd>
                <kwd>antibody secreting cell</kwd>
                <kwd>memory B cell</kwd>
                <kwd>na&#x00ef;ve B cell</kwd>
                <kwd>B regulatory cell</kwd>
            </kwd-group>
            <funding-group>
                <funding-statement>The author(s) declared that no grants were involved in supporting this work.</funding-statement>
            </funding-group>
        </article-meta>
    </front>
    <body>
        <sec id="sec1" sec-type="intro">
            <title>Introduction</title>
            <p>Multiple sclerosis (MS) is a chronic, neuroinflammatory disease of autoimmune origin, which causes demyelination and neurodegeneration of the central nervous system (CNS). It is the leading cause of disability among young adults with neurological diseases.
                <sup>
                    <xref ref-type="bibr" rid="ref1">1</xref>
                </sup> Current MS diagnosis methodologies are based on criteria that include clinical presentation, determination of oligoclonal bands (OCB) and other biomarkers in the cerebrospinal fluid (CSF), as well as presence of inflammatory and/or demyelinating lesions in the magnetic resonance imaging (MRI) analysis. Currently, the follow-up and response to treatment of patients with MS is based on the concept of &#x201c;no evidence of disease activity&#x201d; (NEDA) based on clinical presentation, imaging, and disability progression, without taking into account any other biomarkers of disease. Over the last three decades, the prognosis of disease has dramatically improved due to the availability of multiple disease modifying therapies (DMT).</p>
            <p>It has been established that both T and B cells play a role in the pathogenesis of MS.
                <sup>
                    <xref ref-type="bibr" rid="ref2">2</xref>,
                    <xref ref-type="bibr" rid="ref3">3</xref>
                </sup> The MS-promoting role of B cells can be carried out through the secretion of antibodies such as OCB, presentation of antigens, activation of T cells and/or production of cytokines.
                <sup>
                    <xref ref-type="bibr" rid="ref4">4</xref>
                </sup> Perturbation of T cell homeostasis due to a reduction in cells of thymic origin, and reduction in the diversity of T cell repertoires, among others, has been documented in MS.
                <sup>
                    <xref ref-type="bibr" rid="ref5">5</xref>
                </sup> Antibody secretion is the most studied function in the pathogenesis of MS and, in recent years, exploration of the role of cytokines in the regulation of immunity, for therapeutic purposes, has begun. In addition, the use of anti-CD20 therapies for MS, which do not affect plasmablasts (PB) and plasma cells (PC), has led to a better understanding of the role of B cells in the pathogenesis of the disease.
                <sup>
                    <xref ref-type="bibr" rid="ref4">4</xref>
                </sup> Although DMT have the ability to slow down the progression of the disease, they are not a cure. In the present article, we show how the dysregulation of the B cell lineage could be strongly linked to the activity and progression of the disease and how selective therapy, guided by cell surface markers, could become key in controlling it.</p>
            <sec id="sec2">
                <title>B cell lineage</title>
                <p>The family of B cell subsets results from an evolutionary process of embryonic cells expressing different surface markers (especially CD19, CD20, and CD38) through their lifespan, in different organs, until they reach the state of antibody secreting cells (ASC), thus culminating the evolution process with the presence of effector B cells.
                    <sup>
                        <xref ref-type="bibr" rid="ref6">6</xref>
                    </sup> The change of stage from membrane-linked antibody cell to ASC represents the terminal differentiation toward B cells that do not proliferate
                    <sup>
                        <xref ref-type="bibr" rid="ref7">7</xref>,
                        <xref ref-type="bibr" rid="ref8">8</xref>
                    </sup> (
                    <xref ref-type="fig" rid="f1">Figure 1</xref>). The B cell lineage begins in fetal life from pluripotent hematopoietic stem cells (SC), located in the fetal liver and in the postnatal bone marrow (BM). Henceforth, they evolve into multipotent myeloid/lymphoid progenitors (MPP), which continue their evolution towards the common lymphoid progenitors (CLP).
                    <sup>
                        <xref ref-type="bibr" rid="ref6">6</xref>
                    </sup> CLP from the BM evolve to a pro-B state in which they express the CD19 marker and then transform into pre-B cells; those, in addition to expressing CD19, begin to express CD20, and later progress to immature B cells that express IgM as a surface marker.
                    <sup>
                        <xref ref-type="bibr" rid="ref6">6</xref>
                    </sup> While transiting from the BM to the secondary lymphoid organs (SLO), the B cells express the B cell receptor (BCR) surface markers IgM and IgD, thus evolving into transitional B cells; this step requires a checkpoint that entails clonal deletion and receptor editing before entering the SLO (spleen, lymphoid node, tonsils, and mucosa-associated lymphoid tissue [MALT]) where they become mature na&#x00ef;ve B cells.
                    <sup>
                        <xref ref-type="bibr" rid="ref6">6</xref>
                    </sup> The mature na&#x00ef;ve B cells, at this point, can have three possible destinations: a) they enter the marginal zone of the spleen where they may become short-lived plasma cells (SLPC) that produce IgM and rapidly enter apoptosis (since these are B cells involved in rapid and transitory defense); b) move to the intestine and the pulmonary epithelium (B1 cells); c) migrate to splenic follicles and lymphoid nodules, becoming follicular B cells.
                    <sup>
                        <xref ref-type="bibr" rid="ref9">9</xref>,
                        <xref ref-type="bibr" rid="ref10">10</xref>
                    </sup> Na&#x00ef;ve B cells that carry the BCR IgD go through early class switch recombination (CSR) in the extrafollicular zone, with support from T cells, then enter the germinal center (GC) where they undergo somatic hypermutation (SHM), after which they express BCR IgG.
                    <sup>
                        <xref ref-type="bibr" rid="ref11">11</xref>
                    </sup> Subsequently, the resulting memory B cells, PB and PC will have the ability to secret high-affinity antibodies for decades, or for the lifespan of an individual, and most of them will be able to migrate to the bone marrow to establish as long-lived plasma cells (LLPC).
                    <sup>
                        <xref ref-type="bibr" rid="ref11">11</xref>,
                        <xref ref-type="bibr" rid="ref12">12</xref>,
                        <xref ref-type="bibr" rid="ref13">13</xref>
                    </sup> Dysregulation of the GC has been associated with autoimmune disease.
                    <sup>
                        <xref ref-type="bibr" rid="ref14">14</xref>
                    </sup> Evidence suggests that the origin of B cell autoreactivity occurs in the GC due to dysfunction of thymus-derived follicular T helper cells and follicular regulatory T cells.
                    <sup>
                        <xref ref-type="bibr" rid="ref15">15</xref>
                    </sup> PB may develop from any type of activated B cell (including na&#x00ef;ve, marginal zone, follicular, and memory B cells), but it is not clear if PB that originated from these cells (except for memory B cells) are competent to mature to LLPC.
                    <sup>
                        <xref ref-type="bibr" rid="ref6">6</xref>
                    </sup> PB will carry the CD19
                    <sup>+</sup>CD20
                    <sup>-</sup>CD27
                    <sup>++</sup>CD38
                    <sup>++</sup>IgG
                    <sup>+/-</sup> markers, and will express the chemokine receptor CXCR4, which will help them get attracted to the chemokine CXCL12 in the BM niches. As an alternative, PB expressing the receptor CXCR3 will become LLPC in the spleen and lymph nodes (assisted by the chemokine CXCL12) or in inflamed tissue (assisted by the chemokines CXCL9-CXCL12), and subsequently undergo apoptosis upon resolution of inflammation.
                    <sup>
                        <xref ref-type="bibr" rid="ref7">7</xref>
                    </sup> Hereafter, memory B cells access the CNS through the disrupted blood brain barrier (BBB). They are identified in perivascular spaces, demyelinating lesions in the brain and spinal cord, and disperse in the meninges where they can form aggregates known as tertiary lymphoid organs (TLO). These TLO  emulate GC function, supporting the formation and persistence of cortical lesions.
                    <sup>
                        <xref ref-type="bibr" rid="ref16">16</xref>,
                        <xref ref-type="bibr" rid="ref17">17</xref>,
                        <xref ref-type="bibr" rid="ref18">18</xref>,
                        <xref ref-type="bibr" rid="ref19">19</xref>
                    </sup> In addition, they are a local source of class-switch IgG that contribute to the immune process and are subsequently determined as OCB in the CSF of patients with MS.
                    <sup>
                        <xref ref-type="bibr" rid="ref20">20</xref>
                    </sup> In the meninges, the inflammatory infiltrates are composed of CD3
                    <sup>+</sup> T cells, CD20
                    <sup>+</sup> B lymphocytes and PC.
                    <sup>
                        <xref ref-type="bibr" rid="ref16">16</xref>
                    </sup> In the white matter lesions, the inflammatory infiltrates are localized in the perivascular spaces containing T and B lymphocytes and PC.
                    <sup>
                        <xref ref-type="bibr" rid="ref16">16</xref>
                    </sup> In the diffuse infiltrates and normal-appearing white matter, CD8
                    <sup>+</sup> T lymphocytes predominate almost exclusively.
                    <sup>
                        <xref ref-type="bibr" rid="ref16">16</xref>
                    </sup> The presence of PB in CSF has been reported.
                    <sup>
                        <xref ref-type="bibr" rid="ref21">21</xref>,
                        <xref ref-type="bibr" rid="ref22">22</xref>
                    </sup> Despite the knowledge accumulated to this date, the complete understanding of the evolution of the B cell lineage is still in progress. Activated lymphocytes are able to access the CNS, both in health and disease, through the BBB, the blood meningeal barrier, and the blood-CSF barrier.
                    <sup>
                        <xref ref-type="bibr" rid="ref12">12</xref>
                    </sup> In normal conditions the amount of B cells that access the CNS is very low.
                    <sup>
                        <xref ref-type="bibr" rid="ref23">23</xref>
                    </sup> These cells primarily exit the CNS via lymphatic drainage through nasal blood vessels, or via meningeal lymphoid vessels to the lymphoid cervical nodules.
                    <sup>
                        <xref ref-type="bibr" rid="ref24">24</xref>
                    </sup>
                </p>
                <fig fig-type="figure" id="f1" orientation="portrait" position="float">
                    <label>Figure 1. </label>
                    <caption>
                        <title>The B cell lineage cycle.</title>
                        <p>The B cell lineage begins in fetal life from pluripotent hematopoietic stem cells (SC) in the fetal liver and in the postnatal bone marrow developing B cell receptors and migrating to different locations, including peripheral blood, and the secondary lymphoid organs (SLO) where they will acquire, in the germinal center (GC), the ability to recognize antigens and produce highly specific antibodies. In the pathogenesis of multiple sclerosis (MS), these cells may cross the BBB and may be found in the CSF, perivascular spaces (PVS), white matter (WM) demyelinating lesions and in the tertiary lymphoid organs (TLO). Abbreviations: SC: stem cell; SLO: secondary lymphoid organ; CSR: class switch recombination; SHM: somatic hypermutation; GC: germinal center; TLO: tertiary lymphoid organ; PVS: perivascular space; WM: white matter.</p>
                    </caption>
                    <graphic id="gr1" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/78270/3bbee37b-280c-4311-9ffc-d840ea5bc676_figure1.gif"/>
                </fig>
                <p>Na&#x00ef;ve and memory B cells are crucial within the B cell lineage and they have been shown to negatively correlate in their function: increased memory B cells and decreased na&#x00ef;ve B cells have been linked with a worsening of the disease, and vice-versa.
                    <sup>
                        <xref ref-type="bibr" rid="ref5">5</xref>
                    </sup> In fact, when the presence of memory B cells induce the auto-proliferation of CD4 T cells, which tend to home in the brain, na&#x00ef;ve B cells are decreased.
                    <sup>
                        <xref ref-type="bibr" rid="ref5">5</xref>
                    </sup> Memory B cells can be heterogeneous, i.e., originate from different cells or express different phenotypes, including class-switched (CD19
                    <sup>+</sup>CD27
                    <sup>+</sup>IgM
                    <sup>-</sup>IgD
                    <sup>-</sup>) and class-unswitched (CD19
                    <sup>+</sup>CD27
                    <sup>+</sup>IgM
                    <sup>+</sup>IgD
                    <sup>-</sup>).
                    <sup>
                        <xref ref-type="bibr" rid="ref25">25</xref>
                    </sup> Inhibition of memory B cells prevents relapsing MS.
                    <sup>
                        <xref ref-type="bibr" rid="ref25">25</xref>
                    </sup> In a study in na&#x00ef;ve patients with relapsing remitting MS (RRMS), the interaction between T and B cells was documented, highlighting that B cells act as antigen presenting cells (APC) to auto proliferating CD4
                    <sup>+</sup> T cells.
                    <sup>
                        <xref ref-type="bibr" rid="ref5">5</xref>
                    </sup> Increased amounts of T cell co-stimulatory proteins and major histocompatibility complex (MHC) class II molecules are expressed by B cells in the periphery (blood and SLO), and in the CSF and CNS of patients with MS.
                    <sup>
                        <xref ref-type="bibr" rid="ref12">12</xref>
                    </sup> Patients in remission carrying the HLA-DR15
                    <sup>+</sup> marker showed an increase in auto-proliferative B and T cells and a decrease in na&#x00ef;ve B cells.
                    <sup>
                        <xref ref-type="bibr" rid="ref5">5</xref>
                    </sup> On the other hand, treatment with anti-CD20 was associated with a decrease in auto-proliferative memory T and B cells and increased presence of na&#x00ef;ve B cells.
                    <sup>
                        <xref ref-type="bibr" rid="ref5">5</xref>
                    </sup>
                </p>
            </sec>
            <sec id="sec3">
                <title>Regulatory B cells</title>
                <p>Within the B cell lineage, the regulatory B cells subset (Bregs) stands out, since there is still no agreement on its origin and classification. Bregs are not a specific subtype of B cells, but represent a regulatory functional state resulting from inflammation.
                    <sup>
                        <xref ref-type="bibr" rid="ref26">26</xref>
                    </sup> Although it has been assumed that interleukin 10 (IL10) is the hallmark of Bregs, other factors such as IL35, transforming growth factor (TGF) &#x03b2;, and direct cell-to-cell contact are also mechanisms of Bregs function.
                    <sup>
                        <xref ref-type="bibr" rid="ref26">26</xref>
                    </sup> Immature B cells, mature B cells, PB and PC are believed to function as Bregs.
                    <sup>
                        <xref ref-type="bibr" rid="ref26">26</xref>
                    </sup> The Bregs can express the following markers: IL10, CD27, CD5, CD25, CD86, CD24 and CD28.
                    <sup>
                        <xref ref-type="bibr" rid="ref27">27</xref>
                    </sup> Based on the production of IL10, three important subtypes of regulatory Bregs have been identified, including the transitional (CD19
                    <sup>+</sup>CD24
                    <sup>high</sup>CD38
                    <sup>high</sup>), na&#x00ef;ve (CD19
                    <sup>+</sup>CD24
                    <sup>+</sup>CD38
                    <sup>+</sup>), and memory (CD19
                    <sup>+</sup>CD24
                    <sup>high</sup>CD38
                    <sup>-</sup>) subtypes, among which the transitional cells are the main producers of IL10.
                    <sup>
                        <xref ref-type="bibr" rid="ref28">28</xref>
                    </sup> Transitional B cells are capable of suppressing differentiation of na&#x00ef;ve T cells into Th1 and Th17, which are dependent on the co-stimulatory molecules CD80 and CD86.
                    <sup>
                        <xref ref-type="bibr" rid="ref29">29</xref>
                    </sup> Survival of Bregs is linked to the B cell activating factor (BAFF) and to a proliferation inducing ligand (APRIL).
                    <sup>
                        <xref ref-type="bibr" rid="ref20">20</xref>
                    </sup> Under normal conditions, the population of Bregs is kept low in order to maintain immune homeostasis.
                    <sup>
                        <xref ref-type="bibr" rid="ref26">26</xref>
                    </sup> In newborns, 50% of umbilical cord blood B cells correspond to the transitional B cell subtype whereas, in adults, it represents only 4% of the cell population in peripheral blood.
                    <sup>
                        <xref ref-type="bibr" rid="ref28">28</xref>
                    </sup> It is estimated that, in human peripheral blood, the Bregs subtype represents only 1-2% of all B cells.
                    <sup>
                        <xref ref-type="bibr" rid="ref29">29</xref>
                    </sup> In an experimental allergic encephalitis (EAE) animal model, it was documented that IL10 contributed to the reduction of the inflammatory response mediated by microglia and astrocytes in the CNS.
                    <sup>
                        <xref ref-type="bibr" rid="ref30">30</xref>
                    </sup> Bregs transfer reversed the increase in Th1 and Th17 cells in an arthritis model lacking IL10.
                    <sup>
                        <xref ref-type="bibr" rid="ref31">31</xref>
                    </sup> In mice with low expression of the IL35 subunit p35, or EBi3 in B cells, an inability to recover from EAE was detected, with evidence of activation of macrophages and inflammatory T cells, and an increased activity of B cells such as APC.
                    <sup>
                        <xref ref-type="bibr" rid="ref32">32</xref>
                    </sup> IL10 regulates the differentiation of the lineage from IL10-secreting B cells to PB that secrete IgG or IgM.
                    <sup>
                        <xref ref-type="bibr" rid="ref33">33</xref>
                    </sup> In a post-mortem analysis of MS patients with high levels of meningeal inflammation and cortical demyelination, Magliozzi 
                    <italic toggle="yes">et al</italic>.,  reported an increase in IL10 expression, among other proinflammatory cytokines and molecules related to B cell activity and lymphogenesis in meninges and CSF. Additionally, an increase in IL10 was found in the CSF of MS patients with high cortical involvement at the time of diagnosis.
                    <sup>
                        <xref ref-type="bibr" rid="ref34">34</xref>
                    </sup> Early development of MS in individuals with the clinically isolated syndrome (CIS), or radiologically isolated syndrome (RIS), seems to correlate with a reduced production of IL10 by B cells.
                    <sup>
                        <xref ref-type="bibr" rid="ref35">35</xref>
                    </sup> In a cohort of MS patients followed for 10 years, Farian 
                    <italic toggle="yes">et al.</italic> found that patients with positive OCB at diagnosis advanced, more frequently and earlier in the course of the disease, to a progressive phase.
                    <sup>
                        <xref ref-type="bibr" rid="ref36">36</xref>
                    </sup> This can be explained by the presence of a greater intrathecal inflammatory component that causes greater cortical involvement.
                    <sup>
                        <xref ref-type="bibr" rid="ref36">36</xref>
                    </sup> Besides, the authors reported an over-expression of inflammatory molecules, including IL10.
                    <sup>
                        <xref ref-type="bibr" rid="ref36">36</xref>
                    </sup> PB and PC inside the MS lesions presented a high IL10 expression.
                    <sup>
                        <xref ref-type="bibr" rid="ref37">37</xref>
                    </sup>
                </p>
            </sec>
            <sec id="sec4">
                <title>Double negative and CD21
                    <sup>LOW</sup> cells</title>
                <p>Another subset of CD19
                    <sup>+</sup> B cells that could be relevant to MS pathogenesis are the double negative (DN) B cells (IgD
                    <sup>-</sup>CD27
                    <sup>-</sup>) and the CD21
                    <sup>low</sup> cells, which have been associated with aging and autoreactivity.
                    <sup>
                        <xref ref-type="bibr" rid="ref38">38</xref>
                    </sup> These cells are believed to develop outside the GC, are independent from T-cells, and display a pro-inflammatory cytokine profile.
                    <sup>
                        <xref ref-type="bibr" rid="ref38">38</xref>
                    </sup> These cells have been found in healthy subjects, and have also been found at higher levels in the CSF of MS patients younger than 60 years when they were compared to age-matched healthy donors (DN B cells 19.5% against 3.03%, and CD21
                    <sup>low</sup> 21.95% against 6.06%, respectively).
                    <sup>
                        <xref ref-type="bibr" rid="ref38">38</xref>
                    </sup> Most DN B cells display an IgG
                    <sup>+</sup> phenotype while CD21
                    <sup>low</sup> B cells originate from a heterogeneous population that includes CD27
                    <sup>-</sup> na&#x00ef;ve, CD27
                    <sup>+</sup> memory, and IgG
                    <sup>+</sup> and IgM
                    <sup>+</sup> B cells.
                    <sup>
                        <xref ref-type="bibr" rid="ref38">38</xref>
                    </sup> Both DN and CD21
                    <sup>low</sup> B cell frequencies were higher in the CSF compared to blood levels for these patients.
                    <sup>
                        <xref ref-type="bibr" rid="ref38">38</xref>
                    </sup> Fraussen 
                    <italic toggle="yes">et al</italic>. have suggested that the DN B cells may have multiple origins, considering IgG
                    <sup>+</sup> cells better linked to the class-switched memory B cells, while IgM
                    <sup>+</sup> cells share more similarity with the na&#x00ef;ve and the non-class-switched IgD
                    <sup>+</sup>CD27
                    <sup>+</sup> memory B cells.
                    <sup>
                        <xref ref-type="bibr" rid="ref39">39</xref>
                    </sup>
                </p>
            </sec>
            <sec id="sec5">
                <title>B cells in the CSF compartment in MS</title>
                <p>Inflammation of the CNS is reflected in the presence of B cells in the CSF.
                    <sup>
                        <xref ref-type="bibr" rid="ref21">21</xref>
                    </sup> Cepok 
                    <italic toggle="yes">et al.</italic> evaluated the B cell subtype in CSF in MS patients, finding that the majority of detectable cells were memory B cells (CD19
                    <sup>+</sup>CD27
                    <sup>+</sup>), whereas a minority were na&#x00ef;ve B cells (CD19
                    <sup>+</sup>CD27
                    <sup>-</sup>); those were different from na&#x00ef;ve B cells that predominated in peripheral blood.
                    <sup>
                        <xref ref-type="bibr" rid="ref21">21</xref>
                    </sup> In addition, they detected PB (CD19
                    <sup>+</sup> CD27
                    <sup>++</sup>CD138
                    <sup>+</sup>CD38
                    <sup>+</sup>) subtypes representing between 30-50% of cells in CSF, and were present in the course of the disease, without correlation with the level of PB present in peripheral blood, while short lived PB (CD19
                    <sup>+</sup>CD27
                    <sup>++</sup>CD138
                    <sup>+</sup>CD38
                    <sup>++</sup>HLADR
                    <sup>++</sup>) and PC (CD19
                    <sup>+/-</sup> CD27
                    <sup>++</sup>CD138
                    <sup>+</sup>CD38
                    <sup>+</sup>HLADR
                    <sup>-</sup>) were absent from CSF.
                    <sup>
                        <xref ref-type="bibr" rid="ref21">21</xref>
                    </sup> In contrast, Corcione 
                    <italic toggle="yes">et al</italic>. reported the predominance of both memory B cells and PC in the CSF of MS patients without treatment.
                    <sup>
                        <xref ref-type="bibr" rid="ref18">18</xref>
                    </sup> In patients with RRMS and primary progressive MS (PPMS) with positive B cells for G1m1 (IgG1 heavy chain gene), Lossius 
                    <italic toggle="yes">et al</italic>. detected IgG1 ASC with a phenotype compatible with highly proliferating PB (CD19
                    <sup>dim</sup>CD27
                    <sup>hi</sup>CD38
                    <sup>+</sup>) and with high expression of CD138
                    <sup>+</sup>, HLA-DR
                    <sup>+</sup> and KI67
                    <sup>+</sup> in CSF.
                    <sup>
                        <xref ref-type="bibr" rid="ref40">40</xref>
                    </sup> In pediatric MS, an increase in memory B cells in CSF, with a predominance of non-switched memory B cells and PB, was found, while in adults with MS, class-switched memory B cells and PC predominated in CSF during relapses of MS.
                    <sup>
                        <xref ref-type="bibr" rid="ref25">25</xref>,
                        <xref ref-type="bibr" rid="ref41">41</xref>
                    </sup> Using a deep repertoire sequencing of IgG heavy chain variable genes (IgG-Vh) in paired CSF and peripheral blood from patients with MS, VonBudinghen 
                    <italic toggle="yes">et al</italic>. found that there was a cluster of clonally related B cells involved in a bidirectional cell exchange across the BBB, with some of them being present primarily in the CNS while others were present in the periphery or in both compartments.
                    <sup>
                        <xref ref-type="bibr" rid="ref42">42</xref>
                    </sup> Additionally, using the same protocol, they found evidence of clonally related B cell receptors in a patient&#x2019;s blood and CSF, after seven years of therapy with rituximab, indicating a prolonged presence in this compartment during the disease span due to recirculating memory B cells or LLPC.
                    <sup>
                        <xref ref-type="bibr" rid="ref43">43</xref>
                    </sup> Greenfield 
                    <italic toggle="yes">et al</italic>. found that clonally related B cells were present as class-switched IgG and CD27
                    <sup>+</sup> in the CSF of patients with MS, leading to the conclusion that, despite having been on DMT, there were complex patterns of persistence of clonal B cells in CSF and blood.
                    <sup>
                        <xref ref-type="bibr" rid="ref22">22</xref>
                    </sup> A significant depletion of CD20
                    <sup>+</sup> B cells has been detected in the blood, CSF and perivascular spaces in the CNS after therapy with rituximab and ocrelizumab.
                    <sup>
                        <xref ref-type="bibr" rid="ref44">44</xref>,
                        <xref ref-type="bibr" rid="ref45">45</xref>
                    </sup> 
                    <xref ref-type="table" rid="T1">Table 1</xref> presents a summary of the different surface markers that characterize the B cell lineage through its lifespan.</p>
                <table-wrap id="T1" orientation="portrait" position="float">
                    <label>Table 1. </label>
                    <caption>
                        <title>B cell subsets surface markers.</title>
                        <p>Up-to-date reported B-cell subtypes with reference to the B cell lineage in MS
                            <bold>.</bold> Sub-types from other inflammatory conditions are also mentioned.
                            <sup>
                                <xref ref-type="bibr" rid="ref88">88</xref>
                            </sup> Abbreviations
                            <bold>:</bold> SLO: secondary lymphoid organ; GC: germinal center; BM: bone marrow; ASC: antibody secreting cells; LLPC: long lived plasma cells.</p>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">B-cell subtype</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Surface biomarkers</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Compartment</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Reference</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>Stem cell</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD34, HLA-DR</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">BM</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref12">12</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="2" valign="middle">
                                    <bold>Pro-B cell</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>+</sup>CD34
                                    <sup>+</sup>IgM
                                    <sup>-</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">BM</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref20">20</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD34, HLA-DR, CD19</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">BM</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref12">12</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="2" valign="middle">
                                    <bold>Pre-B cell</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">HLA-DR, CD19, CD20, Pre-BCR</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">BM</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref12">12</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>+</sup>CD34
                                    <sup>+</sup>IgM
                                    <sup>-</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">BM</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref20">20</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>Immature B cell</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">HLA-DR, CD19, CD20, IgM</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">BM</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref12">12</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="6" valign="middle">
                                    <bold>Transitional B cells</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>+</sup>CD27
                                    <sup>-</sup>CD38
                                    <sup>hi</sup>CD24
                                    <sup>hi</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Blood</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref27">27</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">HLA-DR, CD19, CD20, IgM, IgD, CD38</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Blood</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref12">12</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>+</sup>IgD
                                    <sup>+</sup>CD27
                                    <sup>-</sup>CD38
                                    <sup>+</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Spleen/blood</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref20">20</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>+</sup>CD38
                                    <sup>++</sup>CD24
                                    <sup>++</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Spleen/blood</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref20">20</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD24
                                    <sup>high</sup>CD38
                                    <sup>high</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Blood, SLO</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref85">85</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD38
                                    <sup>++</sup>CD10
                                    <sup>+</sup>IgD
                                    <sup>+</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Blood</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref88">88</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="6" valign="middle">
                                    <bold>Na&#x00ef;ve B cell</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">HLA-DR, CD19, CD20, IgM, IgD</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">SLO/Blood</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref12">12</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>+</sup>CD27
                                    <sup>-</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CSF</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref21">21</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>+</sup>CD27
                                    <sup>-</sup>IgD
                                    <sup>+</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Blood</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref27">27</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>+</sup>IgD
                                    <sup>+</sup>CD27
                                    <sup>+</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Spleen/blood</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref20">20</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>+</sup>CD27
                                    <sup>-</sup>IgD
                                    <sup>+</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CSF</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref96">96</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD27
                                    <sup>-</sup>IgD
                                    <sup>+</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Blood</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref88">88</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="bottom">
                                    <bold>Non class-switched memory B cell</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>+</sup>IgD
                                    <sup>+</sup>CD27
                                    <sup>+</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Spleen/blood</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref20">20</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>Pre-class switched memory B cell</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD27
                                    <sup>+</sup>IgD
                                    <sup>+</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Blood</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref88">88</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="4" valign="middle">
                                    <bold>Memory B cell</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>+</sup>CD27
                                    <sup>+</sup>IgD
                                    <sup>-</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Blood</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref27">27</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">HLA-DR, CD19, CD20, CD27</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Blood, SLO</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref12">12</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>+</sup>CD27
                                    <sup>+</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CSF</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref21">21</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>+</sup>CD27
                                    <sup>+</sup>CD80
                                    <sup>+</sup>CD86
                                    <sup>+</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CSF</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref96">96</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="bottom">
                                    <bold>Centroblast</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>+</sup>CD38
                                    <sup>+</sup>CD77
                                    <sup>+</sup>Ki67
                                    <sup>+</sup>Bcl-2
                                    <sup>-</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="bottom">GC</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref96">96</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="bottom">
                                    <bold>Centrocyte</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>+</sup>CD38
                                    <sup>+</sup>CD77
                                    <sup>-</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">GC</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref96">96</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>Post-class witched memory B cell</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD27
                                    <sup>+</sup>IgD
                                    <sup>-</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Blood</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref88">88</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="bottom">
                                    <bold>Class-switched Memory B cell</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="bottom">CD19
                                    <sup>+</sup>IgD
                                    <sup>-</sup>CD27
                                    <sup>+</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="bottom">Spleen/blood</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref20">20</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>Short lived plasmablast</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>+</sup>CD27
                                    <sup>++</sup>CD138
                                    <sup>+</sup>CD38
                                    <sup>+</sup>HLA-DR
                                    <sup>++</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CSF</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref21">21</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="7" valign="middle">
                                    <bold>Plasmablasts</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">HLA-DR, CD19, CD20 
                                    <sup>low</sup>, CD27, CD38</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">SLO/blood</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref12">12</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>+</sup>CD27
                                    <sup>+</sup>CD38
                                    <sup>+</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Blood</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref27">27</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD38
                                    <sup>++</sup>CD27
                                    <sup>++</sup>IgD
                                    <sup>-</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Blood</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref88">88</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>+</sup>CD27
                                    <sup>+</sup>CD38
                                    <sup>++</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Spleen/blood</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref20">20</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>+</sup>CD138
                                    <sup>++</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Spleen/blood</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref20">20</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>+</sup>CD27
                                    <sup>++</sup>CD138
                                    <sup>+</sup>CD38
                                    <sup>++</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CSF</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref21">21</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>dim</sup>CD27
                                    <sup>hi</sup>CD38
                                    <sup>+</sup>CD138HLA-DR Ki67</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CSF, blood</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref40">40</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="5" valign="middle">
                                    <bold>Plasma cells</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>+</sup>CD27
                                    <sup>++</sup>CD138
                                    <sup>+</sup>CD38
                                    <sup>-</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CSF</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref21">21</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19 
                                    <sup>low</sup>, CD27, CD38, CD138</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">SLO/blood</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref12">12</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD38
                                    <sup>+</sup>CD138
                                    <sup>+</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Spleen/blood</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref20">20</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>-</sup>CD138
                                    <sup>+</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CSF</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref96">96</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>+</sup>CD138
                                    <sup>+</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Blood</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref27">27</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="4" valign="middle">
                                    <bold>Bregs cell</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">IL10, CD27, CD5, CD25, CD86, CD24, CD38</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Blood</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref27">27</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD24
                                    <sup>high</sup>CD27
                                    <sup>+</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Blood, SLO</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref85">85</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>+</sup>CD24
                                    <sup>++</sup>CD38
                                    <sup>++</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Spleen/blood</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref20">20</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>+</sup>CD5
                                    <sup>+</sup>CD1d
                                    <sup>++</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Spleen/blood</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref20">20</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>Double Negative B cell</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD27
                                    <sup>-</sup>IgD
                                    <sup>-</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Blood</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref88">88</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="2" valign="middle">
                                    <bold>LLPC</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>-</sup>IgD
                                    <sup>-</sup>CD27
                                    <sup>+</sup>CD138
                                    <sup>+</sup>CD38
                                    <sup>Hi</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">BM</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref99">99</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>-</sup>CD138
                                    <sup>+</sup>CD38
                                    <sup>Hi</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">BM</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref99">99</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>ASC in CSF</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>-</sup>CD27
                                    <sup>+</sup>CD38
                                    <sup>+</sup>IgG</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CSF</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref40">40</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="2" valign="middle">
                                    <bold>B cells in CSF</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>+</sup>CD138
                                    <sup>-</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CSF</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref21">21</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CD19
                                    <sup>dim</sup>CD27
                                    <sup>hi</sup>CD138
                                    <sup>+</sup>ASC</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">CSF</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <xref ref-type="bibr" rid="ref40">40</xref>
                                </td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
            <sec id="sec6">
                <title>Mapping of cell markers is essential to evaluate treatment response</title>
                <p>Advances in immunotherapy have made it possible to limit the presence and expansion of B cells, thus reducing relapses and the progression of disability. However, the determination of which cells from the lineage could be responsible for clinical deterioration, or improvement, is still to be investigated. In the treatment of other autoimmune diseases, such as pemphigus, the mapping of cell markers has been used to evaluate the response to treatment, finding alterations in the function of CD19
                    <sup>+</sup>CD24
                    <sup>hi</sup>CD38
                    <sup>hi</sup> Bregs cells, which are present in significantly higher numbers in patients in an active state compared to patients in the remitting state of RRMS.
                    <sup>
                        <xref ref-type="bibr" rid="ref46">46</xref>
                    </sup> Late antibody-mediated rejection continues to be a problem for patients undergoing kidney transplantation and, for many years, it was believed that tolerance and rejection of transplantation were mediated by T cells.
                    <sup>
                        <xref ref-type="bibr" rid="ref47">47</xref>
                    </sup> However, it was recently shown that a population of Bregs may be playing a deleterious role in transplant immunity, and be responsible for the production of alloantibodies.
                    <sup>
                        <xref ref-type="bibr" rid="ref48">48</xref>,
                        <xref ref-type="bibr" rid="ref49">49</xref>,
                        <xref ref-type="bibr" rid="ref50">50</xref>
                    </sup> Recently, B cells (CD19
                    <sup>+</sup>CD24
                    <sup>hi</sup>CD38
                    <sup>hi</sup>) dysfunction has been reported in peripheral blood, with decreased production of IL10 in patients with RRMS compared to healthy subjects.
                    <sup>
                        <xref ref-type="bibr" rid="ref28">28</xref>
                    </sup> In turn, these cells have a less stimulatory effect on na&#x00ef;ve CD4
                    <sup>+</sup> T cells, which produce IFN&#x03b3; and tumor necrosis factor &#x03b1; (TNF&#x03b1;).
                    <sup>
                        <xref ref-type="bibr" rid="ref28">28</xref>
                    </sup> Additionally, anti-CD19 monoclonal antibody has no effect on Bregs, which are regulators of EAE extension/expression through the secretion of immunosuppressive cytokines.
                    <sup>
                        <xref ref-type="bibr" rid="ref51">51</xref>
                    </sup> In addition, Chen 
                    <italic toggle="yes">et al</italic>. determined the presence of autoreactive CD19
                    <sup>+</sup>CD20
                    <sup>-</sup> plasma cells in the CSF of patients with RRMS (20.18%), SPMS (29.58%) and PPMS (31.73%), including patients exposed to DMT.
                    <sup>
                        <xref ref-type="bibr" rid="ref51">51</xref>
                    </sup>
                </p>
            </sec>
            <sec id="sec7">
                <title>Available therapies affecting the B cell lineage</title>
                <p>
                    <list list-type="alpha-lower">
                        <list-item>
                            <label>a.</label>
                            <p>
                                <bold>Interferon B (IFN&#x03b2;)</bold> acts in the periphery, inducing apoptosis of CD27
                                <sup>+</sup> memory B cells through a mechanism that requires FAS receptor/transmembrane activator and calcium-modulating cyclophilin ligand interactor (TACI) signaling, leading to a specific depletion of these memory B cells (which carry the ability to harbor EBV) and an increase in the CD27
                                <sup>-</sup> cell subtype that contains na&#x00ef;ve B cells secreting IL10.
                                <sup>
                                    <xref ref-type="bibr" rid="ref52">52</xref>
                                </sup> Furthermore, it was observed that memory B cell depletion was accompanied by a reduction in EBV markers.
                                <sup>
                                    <xref ref-type="bibr" rid="ref52">52</xref>
                                </sup> IFN&#x03b2; leads to the inhibition of leukocyte proliferation and antigen presentation.
                                <sup>
                                    <xref ref-type="bibr" rid="ref53">53</xref>
                                </sup> It also changes the cytokine profile towards an anti-inflammatory profile in both peripheral blood and the CNS, and reduces T cell migration by inhibiting the activity of the T cell matrix proteinase.
                                <sup>
                                    <xref ref-type="bibr" rid="ref53">53</xref>
                                </sup> IFN&#x03b2; increases na&#x00ef;ve B cells and decreases memory B cells in peripheral blood.
                                <sup>
                                    <xref ref-type="bibr" rid="ref54">54</xref>
                                </sup> Ersoy 
                                <italic toggle="yes">et al</italic>. showed that IFN&#x03b2; induces the production of high amounts of IL10 compared to therapy with azathioprine in patients with RRMS.
                                <sup>
                                    <xref ref-type="bibr" rid="ref55">55</xref>
                                </sup> A meta-analysis study in patients with MS who received IFN&#x03b2; showed that there was a lower proportion of Th17 cells in the peripheral CD4
                                <sup>+</sup> T cell pool and a reduction of IL17 and IL23 levels in serum.
                                <sup>
                                    <xref ref-type="bibr" rid="ref56">56</xref>
                                </sup>
                            </p>
                        </list-item>
                        <list-item>
                            <label>b.</label>
                            <p>
                                <bold>Fingolimod</bold> is a sphingosine-1-phosphate (S1P) modulator that binds to the S1P receptor on lymphocytes, and retains na&#x00ef;ve B cells and central memory B cells in lymphoid nodes.
                                <sup>
                                    <xref ref-type="bibr" rid="ref57">57</xref>
                                </sup> B cell subsets in the periphery are susceptible to being modified by fingolimod, thus leading to a reduction of memory B cells and an increase in the number of transitional B cells and Bregs in the periphery,
                                <sup>
                                    <xref ref-type="bibr" rid="ref58">58</xref>
                                </sup> with an associated increase in the production of IL10.
                                <sup>
                                    <xref ref-type="bibr" rid="ref32">32</xref>
                                </sup> Treatment with fingolimod has also been associated with a reduction in the lymphocyte count in peripheral blood and with an increase in the percentage of na&#x00ef;ve B cells.
                                <sup>
                                    <xref ref-type="bibr" rid="ref59">59</xref>
                                </sup> Fingolimod also causes an increase in DN B cells.
                                <sup>
                                    <xref ref-type="bibr" rid="ref54">54</xref>
                                </sup> Fingolimod does not affect the exchange of B cells through the BBB, but it affects the intrathecal clonal expansion, thus inhibiting the activity of the GC.
                                <sup>
                                    <xref ref-type="bibr" rid="ref60">60</xref>
                                </sup>
                            </p>
                        </list-item>
                        <list-item>
                            <label>c.</label>
                            <p>
                                <bold>Dimethyl fumarate (DMF)</bold> causes long-term lymphopenia through its effect on two genes: it induces NFrf2 (antioxidant effect) and inhibits NFkB which, in turn, induces a change from the Th1 to the Th2 subtype.
                                <sup>
                                    <xref ref-type="bibr" rid="ref57">57</xref>
                                </sup> DMF increases the ratio of na&#x00ef;ve B cells to memory B cells and increases the number of transitional and IL10 producing B cells.
                                <sup>
                                    <xref ref-type="bibr" rid="ref32">32</xref>
                                </sup> DMF increases the percentage of na&#x00ef;ve B cells, with a relative reduction in memory B cells and DN B cells.
                                <sup>
                                    <xref ref-type="bibr" rid="ref54">54</xref>
                                </sup>
                            </p>
                        </list-item>
                        <list-item>
                            <label>d.</label>
                            <p>
                                <bold>Teriflunomide</bold> is a drug that inhibits the dihydroorotate dehydrogenase, thus interfering with the biosynthesis of pyrimidines and leading to a reduced cell proliferation. It can significantly reduce Bregs (CD24
                                <sup>+</sup>CD38
                                <sup>high</sup>), mature B cells (CD24
                                <sup>+</sup>CD38
                                <sup>low</sup>) and, to a lesser extent, memory B cells (CD24
                                <sup>+</sup>CD38
                                <sup>-</sup>) in the peripheral blood of patients with RRMS.
                                <sup>
                                    <xref ref-type="bibr" rid="ref61">61</xref>
                                </sup> Yilmaz 
                                <italic toggle="yes">et al</italic>. reported a reduction of PC in the peripheral blood of patients with RRMS, who were treated with teriflunomide.
                                <sup>
                                    <xref ref-type="bibr" rid="ref62">62</xref>
                                </sup>
                            </p>
                        </list-item>
                        <list-item>
                            <label>e.</label>
                            <p>
                                <bold>Natalizumab</bold> blocks the entry of T cells (mainly CD4) into the CNS by neutralizing VLD4 or &#x03b1;4&#x03b2;1 integrins (
                                <xref ref-type="bibr" rid="ref57">57</xref>). Natalizumab in peripheral blood lowers PB and increases memory B cells.
                                <sup>
                                    <xref ref-type="bibr" rid="ref54">54</xref>
                                </sup> Kemmerer 
                                <italic toggle="yes">et al</italic>. reported an insignificant increase in the number of B cells and memory B cells in patients treated with natalizumab. In addition, PB were reduced due to a mechanism of natalizumab that alters their traffic through the BBB. Natalizumab decreases the exchange of peripheral and intrathecal B cells, but does not modify their intrathecal clonal expansion and can induce a reduction of OCB production in some cases.
                                <sup>
                                    <xref ref-type="bibr" rid="ref60">60</xref>,
                                    <xref ref-type="bibr" rid="ref63">63</xref>
                                </sup> Traub 
                                <italic toggle="yes">et al</italic>. found that natalizumab promotes the activation and proinflammatory differentiation of peripheral B cells in MS.
                                <sup>
                                    <xref ref-type="bibr" rid="ref64">64</xref>
                                </sup>
                            </p>
                        </list-item>
                        <list-item>
                            <label>f.</label>
                            <p>Although 
                                <bold>glatiramer acetate (GA)</bold> is a compound affecting T cells, no effect in the maturation and differentiation of B cells has been detected.
                                <sup>
                                    <xref ref-type="bibr" rid="ref64">64</xref>
                                </sup> GA interferes with antigen presentation and promotes switching from the pro-inflammatory Th1 state to an anti-inflammatory Th2 state, on top of inducing CD8
                                <sup>+</sup> T regs cell production.
                                <sup>
                                    <xref ref-type="bibr" rid="ref57">57</xref>
                                </sup> The pro-inflammatory pattern, mediated by the secretion of IL6 by peripheral B cells, has been shown to abate and switch to a pattern mediated by IL10-secreting Bregs in MS patients treated with GA.
                                <sup>
                                    <xref ref-type="bibr" rid="ref65">65</xref>
                                </sup> However, other studies on the efficacy of GA on B cells in patients with RRMS have reported a reduction in the total numbers of B cells, PB and memory B cells in peripheral blood.
                                <sup>
                                    <xref ref-type="bibr" rid="ref54">54</xref>,
                                    <xref ref-type="bibr" rid="ref65">65</xref>,
                                    <xref ref-type="bibr" rid="ref66">66</xref>
                                </sup> By reducing the expression of intracellular adhesion molecule (ICAM-3), GA contributes to reducing the migration of B cells to the CNS.
                                <sup>
                                    <xref ref-type="bibr" rid="ref20">20</xref>
                                </sup>
                            </p>
                        </list-item>
                        <list-item>
                            <label>g.</label>
                            <p>
                                <bold>Rituximab</bold> blocks the CD20 receptor, thus removing pathogenic B cells.
                                <sup>
                                    <xref ref-type="bibr" rid="ref57">57</xref>
                                </sup> Although rituximab depletes na&#x00ef;ve and memory B cells in the circulation and is not as effective in depleting B cells in tissues, effector and regulatory cells are balanced during cell repopulation after therapy.
                                <sup>
                                    <xref ref-type="bibr" rid="ref32">32</xref>
                                </sup> Palanichamy 
                                <italic toggle="yes">et al</italic>. found that rituximab induced depletion of memory B cells in blood for up to 12 months.
                                <sup>
                                    <xref ref-type="bibr" rid="ref67">67</xref>
                                </sup> A depletion of T cells by more than 50% and B cells by 95%, in CSF, has also been reported after treatment with rituximab in patients with RRMS.
                                <sup>
                                    <xref ref-type="bibr" rid="ref68">68</xref>
                                </sup> Using the surface B cell marker CD21 in patients with secondary progressive MS, who received IV rituximab on days 0 and 15, and intrathecal rituximab on day 0, six weeks and twelve months later, Komori 
                                <italic toggle="yes">et al</italic>. found a significative reduction in CD21 expression in the serum of patients, suggesting a complete and lasting depletion of B cells, as opposed to an insignificant change in CSF corresponding to an incomplete and transitory depletion of B cells in the CNS compartment.
                                <sup>
                                    <xref ref-type="bibr" rid="ref69">69</xref>
                                </sup> In patients with neuromyelitis optica (NMO) seropositive for aquaporin-4, treatment with rituximab was followed by no relapse while their memory B cells were below 0.05% in peripheral blood.
                                <sup>
                                    <xref ref-type="bibr" rid="ref70">70</xref>
                                </sup> Hausler 
                                <italic toggle="yes">et al</italic>., working on a model of EAE induced by myelin oligodendrocyte glycoprotein (MOG) and another model in na&#x00ef;ve mice observed, after treatment with the murine subrogate of rituximab, a persistence of mature B cells in the spleen; an early reconstitution of B cells in the bone marrow and in the spleen before being released into the periphery; and a presence of reactive B cells against myelin when the model included activation of B cells.
                                <sup>
                                    <xref ref-type="bibr" rid="ref71">71</xref>
                                </sup> Altogether, these findings suggest that pathogenic B cells were able to persist despite an anti CD20 treatment.
                                <sup>
                                    <xref ref-type="bibr" rid="ref71">71</xref>
                                </sup> In addition, they reported a fast depletion of B cells in the peripheral blood, which upon discontinuation of treatment, began to repopulate, proving that cells have different sensitivities to therapy with anti CD20.
                                <sup>
                                    <xref ref-type="bibr" rid="ref71">71</xref>
                                </sup>
                            </p>
                        </list-item>
                        <list-item>
                            <label>h.</label>
                            <p>
                                <bold>Ocrelizumab</bold> is a humanized monoclonal antibody version of rituximab capable of causing more severe CD19
                                <sup>+</sup> cell depletion than rituximab in patients with rheumatoid arthritis.
                                <sup>
                                    <xref ref-type="bibr" rid="ref72">72</xref>
                                </sup> Ocrelizumab is also associated with a very long therapeutic effect, up to 22 months, after the last dose as demonstrated by the RRMS clinical trials OPERA I and OPERA II.
                                <sup>
                                    <xref ref-type="bibr" rid="ref73">73</xref>
                                </sup> Recent studies have shown that patients who received treatment with rituximab, or ocrelizumab, for RRMS and NMO for several years, developed hypogammaglobulinemia or a defective recovery of B cells, which could be asymptomatic or could present with bacterial infections or recurrent viral diseases.
                                <sup>
                                    <xref ref-type="bibr" rid="ref74">74</xref>,
                                    <xref ref-type="bibr" rid="ref75">75</xref>
                                </sup> The duration of hypogammaglobulinemia fluctuated between one month and eleven years.
                                <sup>
                                    <xref ref-type="bibr" rid="ref75">75</xref>
                                </sup> Marcinno 
                                <italic toggle="yes">et al</italic>. recommended that, in patients who receive anti CD20 therapy, the serum levels of IgA, IgG, and IgM should be determined before initiation of treatment, and repeated yearly with special attention to patients who present a drop in IgG and IgM early in the course of therapy, and who should receive protection against tetanus.
                                <sup>
                                    <xref ref-type="bibr" rid="ref76">76</xref>
                                </sup>
                            </p>
                        </list-item>
                        <list-item>
                            <label>i.</label>
                            <p>
                                <bold>Alemtuzumab</bold> depletes the CD52 marker in B and T cells with very long periods of CD4 T cell depletion.
                                <sup>
                                    <xref ref-type="bibr" rid="ref57">57</xref>
                                </sup> Alemtuzumab is able to deplete 70 to 95% of CD4 T cells in active relapsing MS.
                                <sup>
                                    <xref ref-type="bibr" rid="ref25">25</xref>
                                </sup> During the reconstitution of B cells after treatment with alemtuzumab, there is a predominance of immature transitional cells, which is followed by a predominance of&#x00a0;mature na&#x00ef;ve B cells, accompanied by an increase in BAFF, while the reappearance of memory B cells is slow.
                                <sup>
                                    <xref ref-type="bibr" rid="ref32">32</xref>,
                                    <xref ref-type="bibr" rid="ref77">77</xref>
                                </sup> Mohn 
                                <italic toggle="yes">et al</italic>. reported a change in the distribution of B cells toward a B cell-na&#x00ef;ve phenotype in MS patients treated with alemtuzumab, observing negativization of OCB in two patients.
                                <sup>
                                    <xref ref-type="bibr" rid="ref78">78</xref>
                                </sup> The adverse effect of alemtuzumab, including autoimmune disease of the thyroid gland, kidney, platelets and lungs, are well known and correlate with the early recovery of the B cell population with persistence of CD4 T cell depletion, especially during the first year of therapy.
                                <sup>
                                    <xref ref-type="bibr" rid="ref79">79</xref>
                                </sup>
                            </p>
                        </list-item>
                        <list-item>
                            <label>j.</label>
                            <p>
                                <bold>Atacicept</bold> binds to BAFF and to APRIL, blocking the maturation, differentiation and survival of B lymphocytes.
                                <sup>
                                    <xref ref-type="bibr" rid="ref57">57</xref>,
                                    <xref ref-type="bibr" rid="ref80">80</xref>
                                </sup> Atacicept depletes transitional and naive B cells, PB and PC, and IL10-producing B regs.
                                <sup>
                                    <xref ref-type="bibr" rid="ref32">32</xref>,
                                    <xref ref-type="bibr" rid="ref81">81</xref>
                                </sup> Atacicept causes B cell depletion without affecting progenitor cells (pre- and pro-B cells) and memory B cells.
                                <sup>
                                    <xref ref-type="bibr" rid="ref54">54</xref>
                                </sup> Treatment of MS patients with atacicept, unexpectedly, induced more relapses in the ATAMS trial.
                                <sup>
                                    <xref ref-type="bibr" rid="ref80">80</xref>,
                                    <xref ref-type="bibr" rid="ref81">81</xref>
                                </sup>
                            </p>
                        </list-item>
                        <list-item>
                            <label>k.</label>
                            <p>
                                <bold>Cladribine</bold> is a chlorinated deoxyadenosine analog, partially resistant to adenosine deaminase.
                                <sup>
                                    <xref ref-type="bibr" rid="ref34">34</xref>
                                </sup> The role of cladribine as an immune reconstitution therapy (IRT) has been proven by its prolonged depleting effect on CD4
                                <sup>+</sup> T and B lymphocytes in the periphery.
                                <sup>
                                    <xref ref-type="bibr" rid="ref82">82</xref>,
                                    <xref ref-type="bibr" rid="ref83">83</xref>
                                </sup> Cladribine has the ability to reduce class-switched and unswitched memory B cells to a level comparable to that seen in therapy with alemtuzumab.
                                <sup>
                                    <xref ref-type="bibr" rid="ref82">82</xref>
                                </sup>
                            </p>
                        </list-item>
                        <list-item>
                            <label>l.</label>
                            <p>
                                <bold>Inebilizumab</bold> is an anti-CD19
                                <sup>+</sup> B cell drug with the ability to deplete the B cell lineage from pro-B cell to PC stage, which was recently reported to induce rapid depletion of B cells and PC in MS patients in a phase I study.
                                <sup>
                                    <xref ref-type="bibr" rid="ref84">84</xref>
                                </sup> A new generation of anti-CD20 therapies capable of depleting B cells in the resident organ is under development, including obinutuzumab,
                                <sup>
                                    <xref ref-type="bibr" rid="ref85">85</xref>
                                </sup> although it has not been tested in the treatment of MS yet.</p>
                        </list-item>
                        <list-item>
                            <label>m.</label>
                            <p>
                                <bold>Human immunoglobulin G (IVIg)</bold> acts on steady-state B cells, inhibiting the homeostatic proliferation of B cells accompanied by an induction of cell aggregation.
                                <sup>
                                    <xref ref-type="bibr" rid="ref86">86</xref>
                                </sup>
                            </p>
                        </list-item>
                        <list-item>
                            <label>n.</label>
                            <p>
                                <bold>Autologous haematopoietic stem cell transplantation (AHSCT)</bold> is another alternative treatment that achieves a therapeutic effect by depleting all lymphocytic cell population involved in MS; however, its efficacy depends on the type of cell ablation used, since, as described by Hausler 
                                <italic toggle="yes">et al.</italic> while reporting an animal model of EAE, the reconstitution of B cells after anti-CD20 therapy stems from the B cell population that has survived in the bone marrow and spleen.
                                <sup>
                                    <xref ref-type="bibr" rid="ref71">71</xref>
                                </sup> An analysis of peripheral blood lymphocyte reconstitution after AHSCT
                                <bold>,</bold> with high-dose immunosuppressive therapy in patients with RRMS followed for two years, disclosed a greater progressive expansion of the population of na&#x00ef;ve B cells in the first and second year post-transplant.
                                <sup>
                                    <xref ref-type="bibr" rid="ref87">87</xref>
                                </sup> At one month, patients with systemic sclerosis who underwent AHSCT had a transient increase in transitional B cells and PB with an increase in the percentage of na&#x00ef;ve B cells up to 14 months; their cytokine profile also changed in the long term, increasing IL10 secretion.
                                <sup>
                                    <xref ref-type="bibr" rid="ref88">88</xref>
                                </sup> The B cell compartment also showed decreased percentages of pre- and post-switch memory, as well as DN B cells.
                                <sup>
                                    <xref ref-type="bibr" rid="ref88">88</xref>
                                </sup>
                            </p>
                        </list-item>
                    </list>
                </p>
                <p>Burton tyrosine kinase (BTK) inhibitors appear promising as potential therapeutic agents, since evobrutinib has previously been shown to prevent the activation of B cells and improves the clinical course in EAE.
                    <sup>
                        <xref ref-type="bibr" rid="ref89">89</xref>
                    </sup>
                </p>
            </sec>
        </sec>
        <sec id="sec8" sec-type="discussion">
            <title>Discussion</title>
            <p>The origin of MS still remains enigmatic, although different animal models of EAE have been developed, emulating a peripheral attack compromising the CNS, or an intrinsic CNS pathology process with effect in the peripheral blood.
                <sup>
                    <xref ref-type="bibr" rid="ref90">90</xref>
                </sup> Sabatino 
                <italic toggle="yes">et al</italic>. have suggested that the paradigm of autoimmune reaction occurring within the CNS may coexist with the outside-in paradigm.
                <sup>
                    <xref ref-type="bibr" rid="ref12">12</xref>
                </sup> Either way, B and T cells are interdependent in the pathogenesis of MS. Inside the brain, the TLO found in the meninges are the driving force of the autoimmune pathogenic process.
                <sup>
                    <xref ref-type="bibr" rid="ref91">91</xref>
                </sup> It has been proposed that previous EBV infection, vitamin D deficiency, and/or a genetic substrate may be the initiators or determinants of the disease process in MS. The B cell lineage plays a crucial role in the pathogenesis of MS and remains active during the course of the disease, in the periphery and CNS, and an aggressive depletion with current therapies can only control the clinical activity and slow down the progression toward disability. Deciphering the intricate variety of phenotypes and the role of the different B cell subsets in MS would be paramount for a complete understanding of this disease.</p>
            <p>The acknowledgement of the role of B cell subsets in the presentation of several inflammatory diseases has stemmed from observations in autoimmune conditions such as rheumatoid arthritis, end-stage renal disease secondary to nephritis, bullous pemphigus, and granulomatosis with polyangiitis.
                <sup>
                    <xref ref-type="bibr" rid="ref92">92</xref>,
                    <xref ref-type="bibr" rid="ref93">93</xref>
                </sup> Patients with end-stage kidney disease, who have an increase in transitional B cells and Bregs in the blood before transplant, and who present a significant reduction in post-transplant Bregs, are more likely to suffer acute and chronic rejection.
                <sup>
                    <xref ref-type="bibr" rid="ref92">92</xref>
                </sup> Although Bregs appear as anti-inflammatory cells, there is evidence that they may play a pro-inflammatory role in certain pathologies. In another study in patients with bullous pemphigus, Liu 
                <italic toggle="yes">et al</italic>. confirmed that identifying the role of each cell subtype in the pathophysiology of the disease is crucial.
                <sup>
                    <xref ref-type="bibr" rid="ref94">94</xref>
                </sup> In the same study, a dysfunction of Bregs exhibiting a pro-inflammatory phenotype was observed to contribute to the production of autoantibodies.
                <sup>
                    <xref ref-type="bibr" rid="ref94">94</xref>
                </sup>
            </p>
            <p>In MS, it has been documented that memory B cells can lead to an exacerbation of RRMS through the activation of T cells in the periphery.
                <sup>
                    <xref ref-type="bibr" rid="ref5">5</xref>
                </sup> Furthermore, the fact that memory B cell numbers are decreased under the action of various DMT, and the fact that they were not found to be eliminated by atacicept, confirms their pathogenic role. Most of the immunomodulatory therapies currently available generally induce a reduction in memory B cells and an increase in na&#x00ef;ve B cells in peripheral blood, which translates into clinical improvement. In contrast, natalizumab blocks the passage of B cells, mainly memory B cells, through the BBB, increasing their number in peripheral blood. The effect of B cell intrathecally depleting agents is not fully understood.</p>
            <p>In relation to Bregs, Matsushita 
                <italic toggle="yes">et al</italic>. observed that depletion of B cells, before the induction of an EAE model, exacerbated the severity of the pathology, due to the depletion of the Bregs population and its suppressive capacity; in contrast, depletion during the acute phase decreased symptoms by affecting the effector cells, which prevented the activation of CD4
                <sup>+</sup> T cells.
                <sup>
                    <xref ref-type="bibr" rid="ref95">95</xref>
                </sup> Identifying the subtypes of B cells which may be responsible for the inflammatory process in MS, in the periphery and in the CNS, is essential to achieve a selective and timely intervention in order to modulate or neutralize their function and to avoid disease progression, without interfering with the functions of immune surveillance and decreasing the anti-inflammatory response of Bregs.
                <sup>
                    <xref ref-type="bibr" rid="ref85">85</xref>,
                    <xref ref-type="bibr" rid="ref96">96</xref>
                </sup> The ability of some cells of the B lineage to transform into Bregs, counteracting inflammation through the production of IL10, is remarkable and warrants to be considered for the development of better therapeutic strategies. Several studies conducted on patients who received kidney transplantation and patients with other autoimmune diseases, have shown that treatment with anti-CD20 is effective in the restoration of the balance between effector B cell and Bregs, and that the repopulation of B cells might predict a clinical relapse.
                <sup>
                    <xref ref-type="bibr" rid="ref97">97</xref>
                </sup>
            </p>
            <p>Current consensus dictates that early initiation of therapy in patients with MS leads to a better prognosis. However, a common dilemma in the MS clinics entails deciding when patients with CIS should start treatment. It is usually considered that CIS patients with high risk factors such as presence of OCB, uptake lesions on MRI, and marked severity of the clinical episode are most likely to evolve to clinically definitive MS or RRMS. Another dilemma is observed in patients with CIS who have been started on DMT, based on risk factors, but who, after four or five years of follow up, do not display evidence of disease activity yet.
                <sup>
                    <xref ref-type="bibr" rid="ref98">98</xref>
                </sup> Mapping B cell subtypes in peripheral blood and CSF could be considered as an additional tool to determine alterations in the B cell lineage, which could be suggestive of disease activity in these subjects.</p>
            <p>The main goal of this review entailed the summary of the B cell lineage diversity, following the transformation that cells undergo in each specialization stage allowing them to fulfill distinct roles in their attack on the CNS. Simultaneously, it raises the need to give a directed treatment that could improve drug delivery in the CNS, and a more ingenious monitoring of individual responses to therapies, in order to personalize treatment protocols. Finally, the complexity of the function of LLPC and the extraordinary role that they play in the B cell lineage require further investigation, as well as a deeper review of the contemporary medical literature.
                <sup>
                    <xref ref-type="bibr" rid="ref99">99</xref>
                </sup>
            </p>
        </sec>
        <sec id="sec9" sec-type="conclusions">
            <title>Conclusion</title>
            <p>It is becoming evident that the identification of the role of different B cell subsets, in the periphery and CNS during the lifespan of MS, has been of paramount significance for the understanding of the pathogenesis of the disease. Specifically, a careful evaluation of the expression of surface markers of transitional, na&#x00ef;ve, memory B cells and Bregs, in blood and/or CSF, could contribute to a prompt identification of patients who are not responding to therapy and who may be susceptible to undergo relapses and disease progression. A better understanding of the role of these cell subsets would be useful for engineering intelligent cell therapies that, hopefully, may permit a better control of the disease in the future. This approach would encourage us to rethink the current therapeutic strategy in order to improve the prognosis and quality of life of patients with MS.</p>
        </sec>
    </body>
    <back>
        <ack>
            <title>Acknowledgements</title>
            <p>The authors especially thank Ms. Luisa Mun&#x00e9;var Mora for her contribution with the artistic design of 
                <xref ref-type="fig" rid="f1">
Figure 1</xref>.</p>
        </ack>
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    <sub-article article-type="reviewer-report" id="report135362">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.78270.r135362</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Bonnan</surname>
                        <given-names>Micka&#x00eb;l</given-names>
                    </name>
                    <xref ref-type="aff" rid="r135362a1">1</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0003-1401-3921</uri>
                </contrib>
                <aff id="r135362a1">
                    <label>1</label>Service de Neurologie, Centre Hospitalier de Pau, Pau, France</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>9</day>
                <month>6</month>
                <year>2022</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2022 Bonnan M</copyright-statement>
                <copyright-year>2022</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport135362" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.74506.1"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>approve-with-reservations</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>This review article deals with the variety and roles of B cells subtypes in MS pathology. Authors tried to engulf diverse data concerning B cell lineage, in general and throughout compartments and MS stages. They finally examined how B cell lineages are affected by disease-modifying treatments (DMT).</p>
            <p> </p>
            <p> Although this review provides a general overview of the literature concerning B cell lineage in MS, important points were not expanded. Tertiary lymphoid organs (TLO), which drive cortical pathology and prognosis are shortly described. Mutual exchange of cells across the BBB, local heterogeneity of B cell clusters in the brain, location of affinity maturation are too shortly described.</p>
            <p> </p>
            <p> Our main criticism is nested in figure 2: how consistent and reproducible are data obtained concerning B cell lineages according to the variety of definitions used to qualify each state of maturation?</p>
            <p> </p>
            <p> *Figure 1: plasmablasts and plasmocytes are only depicted in CSF. Homing of these cells was also described in brain and TLO (i.e. ref 16). Moreover it is easy to evaluate that rare floating ASC (cf ref 21) cannot account of the amount of intrathecal IgG synthesis (they account in a range of ~1%). CSR may also occur in brain TLO. Lastly, bidirectional exchange of B cells, which is major process (e.g. ref 42), was not emphasized in the figure.</p>
            <p> </p>
            <p> *Sentence: &#x2018;They are identified in perivascular spaces, demyelinating lesions in the brain and spinal cord, and disperse in the meninges where they can form aggregates known as tertiary lymphoid organs (TLO)&#x2019;. TLO are real and complete lymphoid organs, lacking a conjunctive external capsule and occurring in a non-genetically driven location. Memory B cells are only part of TLO, which are mostly driven by CD3&#x2212;CD4+CD45+ lymphoid tissue inducer (LTi) cells then stromal cells.</p>
            <p> </p>
            <p> *Sentence: &#x2018;A significant depletion of CD20+ B cells has been detected in the blood, CSF and perivascular spaces in the CNS after therapy with rituximab and ocrelizumab&#x2019;. Indeed, B-cells are totally depleted from blood after antiCD20 infusion, whereas CSF compartment remains partly and transiently depleted. This is the point: antiCD20 fails to deplete intrathecal compartment from CD20+ cells, possibly due to the lack of effectors (low complement concentration in CSF, rare NK cells). Intrathecal infusion, although increasing bioavailability in CSF, does not add any efficacy.</p>
            <p> </p>
            <p> *Table 2. We did not understood the importance of Table 2, except giving example that stringent definition of cell classes is not as stringent as it could be among authors and papers. This table may suggest that surface markers of B cells in MS could be specific. We do not understand the column 'compartment': does it mean that the lineage was found in this compartment? If so, it is worth to also indicate which lineage was NOT found in each compartment.</p>
            <p> </p>
            <p> *In Conclusion. Sentence: &#x2018;Specifically, a careful evaluation of the expression of surface markers of transitional, na&#x00ef;ve, memory B cells and Bregs, in blood and/or CSF, could contribute to a prompt identification of patients who are not responding to therapy and who may be susceptible to undergo relapses and disease progression.&#x2018; Although a real improvement of CSF FACS availability remains possible, we do not believe that the study of B cells will drive therapeutic opportunities or help to monitor the disease. CSF is especially difficult to obtain and is probably not a target for scheduled biological tests. Moreover, as the authors demonstrated throughout the text, the precise role of each B cell subtype is far from being understood in MS.</p>
            <p>Is the review written in accessible language?</p>
            <p>Yes</p>
            <p>Are all factual statements correct and adequately supported by citations?</p>
            <p>Yes</p>
            <p>Are the conclusions drawn appropriate in the context of the current research literature?</p>
            <p>Yes</p>
            <p>Is the topic of the review discussed comprehensively in the context of the current literature?</p>
            <p>Yes</p>
            <p>Reviewer Expertise:</p>
            <p>MS, NMOSD</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard, however I have significant reservations, as outlined above.</p>
        </body>
        <sub-article article-type="response" id="comment8597-135362">
            <front-stub>
                <contrib-group>
                    <contrib contrib-type="author">
                        <name>
                            <surname>Mora</surname>
                            <given-names>Carlos</given-names>
                        </name>
                        <aff>Medicine, Carilion Clinic, Roanoke, Virginia, USA</aff>
                    </contrib>
                </contrib-group>
                <author-notes>
                    <fn fn-type="conflict">
                        <p>
                            <bold>Competing interests: </bold>No competing interests.</p>
                    </fn>
                </author-notes>
                <pub-date pub-type="epub">
                    <day>1</day>
                    <month>8</month>
                    <year>2022</year>
                </pub-date>
            </front-stub>
            <body>
                <p>We thank Dr. Bonnan (article reviewer) for his thorough comments to the first version of our manuscript. We have reviewed and modified 
                    <bold>Figure 1</bold> to remark that the natural exchange of B-cells across the BBB is bidirectional, that class switch recombination (CSR) may also occur in the brain TLO, and that plasmablasts and plasma cells figure out in the brain (including the TLO), CSF and peripheral blood. We also labelled the T-cells present in the white matter lesion and in the secondary lymphoid organ (SLO).</p>
                <p> </p>
                <p> In the section titled &#x2018;
                    <bold>B cells in the CSF compartment in MS</bold>&#x2019; the sentence remarked by the reviewer has been modified as follows: &#x2018;
                    <italic>A significant depletion of CD20+ B cells has been detected in the blood, with a partial and transient depletion in the CSF and the CNS perivascular spaces, after therapy with rituximab</italic>.&#x2019;</p>
                <p> </p>
                <p> In the penultimate paragraph of the &#x2018;
                    <bold>Discussion</bold>&#x2019; section, we have added two new references to the manuscript, which give more detailed information about the relevance of the tertiary lymph organ (TLO [
                    <italic>Londo&#x00f1;o AC and Mora CA. Role of CXCL13 in the formation of the meningeal tertiary lymphoid organ in multiple sclerosis. F1000Research 2018, 7:514 
                        <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.12688/f1000research.14556.3">https://doi.org/10.12688/f1000research.14556.3</ext-link>
                    </italic>] now reference 99) and about the controversial poor response to therapy with rituximab in the CSF compartment with persistence of B cells (
                    <italic>Bonnan M, Ferrari S, Courtade H, Money P, Desblache P, Barroso B, Debeugny S. No Early Effect of Intrathecal Rituximab in Progressive Multiple Sclerosis (EFFRITE Clinical Trial). Mult. Scler. Int. 2021, 2021, 8813498 -now reference 100</italic>). This paragraph reads as follows: &#x2018;
                    <italic>We still believe that the meningeal TLO works as an operation center with the ability to magnify an auto-immune response by maintaining antibody diversity, B cell differentiation isotype switching, oligoclonal expansion and local production of autoreactive PC</italic>.
                    <sup>99</sup> 
                    <italic>However, recent studies with intrathecal rituximab have shown an inadequate effect in progressive MS and failed to show an early effect, with persistence of markers of inflammation in CSF and leptomeningeal enhancement, in PPMS</italic>.
                    <sup>69,100</sup> 
                    <italic>Factors involved in a decrement of CNS efficacy of intrathecal rituximab include a decreased complement-dependent cytotoxicity (due to a low complement concentration in the CSF), a decreased antibody-dependent cytotoxicity (due to a lower proportion of CD56
                        <sup>dim</sup>NK cells) and a poor bioavailability of rituximab for the B cells embedded in the CNS due to the dynamics of the CSF flow from the lumbar cistern to the arachnoid granulations</italic>.
                    <sup>69</sup>&#x2019;</p>
                <p> </p>
                <p> The first sentence of the &#x2018;
                    <bold>Conclusion</bold>&#x2019; section has been modified as follows: &#x2018;
                    <italic>It is becoming evident that a better identification of the role of different B cell subsets, in the periphery and CNS during the lifespan of MS, will be of paramount significance for the understanding of the pathogenesis of the disease</italic>.&#x2019;</p>
                <p> </p>
                <p> With reference to the comments to 
                    <bold>Table 1</bold>, titled &#x2018;B cell subsets surface markers&#x2019;, the reviewer is right in his assertion that the motivation for the presentation of this table was the recognition of the significant diversity in the terminology and nomenclature used for the identification of the B cell subtypes in different organs (we used the term &#x2018;compartment&#x2019; in the table) described by at least nine different articles cited in our review (references 12, 20, 21, 27, 40, 85,88, 96 and 101). According to the data presented in the table, we also believe that surface markers of B-cells in MS could be specific. Minor changes were introduced to the table including the meaning of the &#x2018;compartment&#x2019; heading and a clarification in the &#x2018;compartment&#x2019; column for the &#x2018;centroblast&#x2019; and &#x2018;centrocyte&#x2019; cell markers (the abbreviation &#x2018;GC&#x2019; was replaced by &#x2018;CSF&#x2019; in both [reference 96]).</p>
            </body>
        </sub-article>
    </sub-article>
</article>
