<?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="research-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.132517.1</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>Research Article</subject>
                </subj-group>
                <subj-group>
                    <subject>Articles</subject>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>Outcomes from the first dedicated diagnostic and interventional nephrology (DIN) service in a UK renal unit</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>Morrison</surname>
                        <given-names>Samuel</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</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="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Lee</surname>
                        <given-names>Ji Ching</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Brazell</surname>
                        <given-names>Madeline</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Ayub</surname>
                        <given-names>Haroon</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Marsden</surname>
                        <given-names>Joanna</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Pollock</surname>
                        <given-names>Caitlin</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-2063-7151</uri>
                    <xref ref-type="aff" rid="a1">1</xref>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Waterman</surname>
                        <given-names>Harry</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Smith</surname>
                        <given-names>Abbey</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <uri content-type="orcid">https://orcid.org/0009-0007-4304-1901</uri>
                    <xref ref-type="aff" rid="a1">1</xref>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Davies</surname>
                        <given-names>Simon</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Brennan</surname>
                        <given-names>Sophie</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Whitehead</surname>
                        <given-names>Jennifer</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Sweeney</surname>
                        <given-names>Debra</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Allan</surname>
                        <given-names>Carol</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Dodds</surname>
                        <given-names>Margaret</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>McCloskey</surname>
                        <given-names>Sarah</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Andrews</surname>
                        <given-names>James</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Clark</surname>
                        <given-names>Rauri</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Ahmed</surname>
                        <given-names>Saeed</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Srivastava</surname>
                        <given-names>Shalabh</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <role content-type="http://credit.niso.org/">Resources</role>
                    <role content-type="http://credit.niso.org/">Supervision</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/0000-0002-3799-4884</uri>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a1">1</xref>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>Department of Renal Medicine, South Tyneside and Sunderland NHS Foundation Trust, South Shields, England, NE3 4LB, UK</aff>
                <aff id="a2">
                    <label>2</label>Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, England, UK</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:shalabh.srivastava@nhs.net">shalabh.srivastava@nhs.net</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>23</day>
                <month>6</month>
                <year>2023</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2023</year>
            </pub-date>
            <volume>12</volume>
            <elocation-id>734</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>9</day>
                    <month>6</month>
                    <year>2023</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2023 Morrison S et al.</copyright-statement>
                <copyright-year>2023</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/12-734/pdf"/>
            <abstract>
                <p>
                    <bold>Background:</bold> We report the clinical outcomes, operational and training model from the first diagnostic and interventional nephrology (DIN) department in a UK renal unit.</p>
                <p>
                    <bold>Methods:</bold> Patient outcomes were evaluated for an array of diagnostic and therapeutic interventional procedures performed at the DIN unit, SDIN (the Sunderland Diagnostic and Intervention Unit), within the first year of its establishment. Data was retrospectively collected for the period beginning 1
                    <sup>st</sup> October 2019 to 1
                    <sup>st</sup> October 2020 for patients who underwent the following procedures: ultrasound guided renal biopsy, Tunnelled Dialysis Catheter (TDC) insertion and exchange, Peritoneal Dialysis (PD) catheter insertion/exchange, and Areteriovenous Fistula (AVF) Point of Care Ultrasound (POCUS). These figures were compared to the cohort from the one-year period pre-SDIN, between the 1
                    <sup>st</sup> October 2018 and 31
                    <sup>st</sup> September 2019. All results are expressed as mean and percentages unless otherwise specified.</p>
                <p>
                    <bold>Results:</bold>
                </p>
                <p>
                    <bold>Renal Biopsy</bold> 104 biopsies were performed with an improvement in median waiting time from 12 to 7 days with 98.4% being diagnostic.</p>
                <p>
                    <bold>Tunnelled Dialysis Catheters:</bold> 99 TDCs were inserted or exchanged with the catheters remaining in place for a mean duration of 156 days. We report an incidence of 2 infections per 1000 catheter days within the 90-day observation period.</p>
                <p>
                    <bold>Peritoneal dialysis catheters:</bold> 16 PD catheters were inserted and they remained in place for an average of 153 days. Eleven (69%) catheters had no complications within the 28-day observation period, 3 (19%) catheters required manipulation.</p>
                <p>
                    <bold>AVF POCUS:</bold> 279 AVF POCUS scans were performed during the SDIN period. The waiting time from referral to scan was reduced from a mean of 35 days to 2 days.</p>
                <p>
                    <bold>Conclusions:</bold> A comprehensive DIN service leads to significant improvements in training, service and patient outcomes and would be an ideal model for wider adaptation across the UK renal units.</p>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>Interventional Nephrology</kwd>
                <kwd>Nephrology</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>Diagnostic and Interventional Nephrology (DIN) forms the core of a unified care service for patients with kidney disease. It is vital in providing rapid diagnoses and treatment for patients presenting to renal units. Diagnostic and interventional procedures are often undertaken exclusively by radiologists, vascular surgeons, or transplant surgeons in the UK. This can lead to fragmented service provision for renal patients, prolonging procedural waiting times, and has resulted in inconsistent and often inadequate exposure to procedural training for renal trainees in this field.</p>
            <p>The development of DIN has been ongoing for the past three decades (
                <xref ref-type="bibr" rid="ref2">Chan, 2013</xref>, 
                <xref ref-type="bibr" rid="ref8">O&#x2019;Neill, 2000</xref>). We set out to change the regional institutional environment and establish a comprehensive interventional nephrology service at the South Tyneside and Sunderland Foundation Trust (STSFT) renal unit to serve as the test case for other units in the UK. In this paper, we present our service and training model, and data from the first full year of this service.</p>
            <sec id="sec2">
                <title>What is the problem and why is a solution needed?</title>
                <p>In the UK, access-related complications account for around 20% of nephrology bed days. Suboptimal vascular access has mortality and morbidity implications; patients who dialyse via a tunnelled dialysis catheter (TDC) have a seven times higher hospital admission rate with sepsis, and a four times higher mortality rate than patients receiving dialysis via an arteriovenous fistula (AVF) or graft (AVG) (
                    <xref ref-type="bibr" rid="ref10">Poinen 
                        <italic toggle="yes">et al.</italic>, 2019</xref>, 
                    <xref ref-type="bibr" rid="ref11">Pyart 
                        <italic toggle="yes">et al.</italic>, 2020</xref>). Unfortunately, catheter-related bacteraemia tends to generate deep-seated infections, such as discitis and endocarditis, which require long hospital admissions and amount to a significant financial burden on the health service. Time spent without functional access puts the patient at risk of hyperkalaemia and pulmonary oedema, frequently necessitates hospital admission, and may require additional invasive procedures such as central venous catheter insertion and emergency dialysis (
                    <xref ref-type="bibr" rid="ref6">Niyyar and Chan, 2013</xref>).</p>
                <p>Suitable vascular access sites are anatomically limited and, even with optimal care, are lost with increasing time spent on dialysis. Ultimately, patients have a higher mortality due to the inability to receive dialysis because of a lack of vascular access. Inevitably, where a service has suboptimal access to endovascular intervention, more patients are exposed to the risks and complications of dialysis via a TDC.</p>
                <p>U.S. and Canadian observational literature demonstrate that dialysis patients undergo an average of 1-2 access-related procedures per year. In centres with an access surveillance programme, early intervention reduces the rate of vascular access thrombosis and ensures that dysfunctional access longevity is curtailed, while access without dysfunction is maintained (
                    <xref ref-type="bibr" rid="ref16">Salman 
                        <italic toggle="yes">et al.</italic>, 2020</xref>, 
                    <xref ref-type="bibr" rid="ref13">Robbin 
                        <italic toggle="yes">et al.</italic>, 2018</xref>).</p>
                <p>Vascular access planning, assessment, and intervention is complex and critically important for patients with end-stage renal disease. The nephrologist is in the optimal position to be able to assess the risks, benefits, and cardiovascular impact of each dialysis modality and access type. Balancing these factors with the expected longevity of access, life expectancy, and patient priorities enables the nephrologist to facilitate a shared decision-making process, delivering a truly patient-centred model of care utilising a multi-disciplinary team approach (
                    <xref ref-type="bibr" rid="ref19">Vachharajani 
                        <italic toggle="yes">et al.</italic>, 2011</xref>).</p>
            </sec>
            <sec id="sec3">
                <title>Existing training in Interventional Nephrology in the UK</title>
                <p>Historically, nephrology has been a procedural specialty. Senior UK nephrologists were typically trained in peritoneal dialysis (PD) catheter insertion and AVF formation surgery and had experience in maintaining patency of AV shunts (a historic form of vascular access). It remains the case that nephrologists are well-positioned to undergo further training to competently perform the procedures required by our patients and emulate the successes of cardiologists and gastroenterologists in developing a subspecialist, interventional clinical field (
                    <xref ref-type="bibr" rid="ref3">Kalloo 
                        <italic toggle="yes">et al.</italic>, 2016</xref>).</p>
                <p>The current UK renal curriculum only mandates the ability to establish temporary vascular access for dialysis. However, most renal trainees have some experience in performing renal biopsies and tunnelled dialysis catheters. Some trainees also have access to non-surgically inserted PD catheter training, however the access to such training remains variable.</p>
            </sec>
            <sec id="sec4">
                <title>Proposed training model</title>
                <p>Internationally, DIN training framework has been established by several societies, including the American Society of Diagnostic and Interventional Nephrology (ASDIN), the Association of Vascular Access and InTerventionAl Renal physicians (AVATAR Foundation, India), and the Vascular Access Society of Britain and Ireland (VASBI), to name a few.</p>
                <p>To further develop a rigorous pathway for DIN training in the UK, we have developed a training pyramid that details the proposed stages of progression &#x2014; this is outlined in 
                    <xref ref-type="fig" rid="f1">Figure 1</xref>. The trainees rotating through our unit are trained to stage 1, with those wishing to pursue further training progressing to stage 2 and 3.</p>
                <fig fig-type="figure" id="f1" orientation="portrait" position="float">
                    <label>Figure 1. </label>
                    <caption>
                        <title>Training pyramid in Diagnostic and Interventional Nephrology (D&amp;IN).</title>
                        <p>This pyramid details the various stages of training in D&amp;IN. Temporary vascular catheter insertion is the only mandatory skill in the UK training curriculum (below dotted line). Stages 1, 2 and 3 are separated by solid lines and have the associated skills detailed in the figure.</p>
                    </caption>
                    <graphic id="gr1" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/145445/4107566c-803e-4758-820a-072d35b36b89_figure1.gif"/>
                </fig>
            </sec>
        </sec>
        <sec id="sec5">
            <title>Service models</title>
            <sec id="sec6">
                <title>Existing local service model</title>
                <p>The renal unit at our hospital provides dialysis to 300 patients living in our catchment area in three dialysis centres. The renal ward is a tertiary referral ward, receiving patients from these areas for the diagnosis and management of acute kidney injury and other acute renal diseases. All access-related assessment and procedures are performed in Sunderland Royal Hospital.</p>
                <p>Renal biopsies and tunnelled/temporary dialysis access procedures were previously performed after patients were admitted to the renal ward. This led to the recurrent cancellation of procedures due to non-availability of inpatient beds; a service audit previously demonstrated a 62% cancellation rate for renal biopsies due to bed unavailability. AVF and AVG formation procedures and most PD catheter insertions were performed by surgical teams.</p>
            </sec>
            <sec id="sec7">
                <title>New local service model</title>
                <p>The aim for DIN at our renal unit is a high-quality service that is responsive to patients&#x2019; needs and complements the interventional radiology and vascular surgery departments. We have developed a day-case service, providing all the work already undertaken by the nephrology team, whilst expanding our remit to also include work that has previously been performed by these other departments &#x2014; this model is outlined in 
                    <xref ref-type="fig" rid="f2">Figure 2</xref>. The skillset of four nephrologists and two senior nurses at STSFT meant that we were uniquely positioned in the UK to rapidly develop a sustainable multi-professional service.</p>
                <fig fig-type="figure" id="f2" orientation="portrait" position="float">
                    <label>Figure 2. </label>
                    <caption>
                        <title>Patient pathway in the presence and in the absence of an Interventional Nephrology (IN) service.</title>
                    </caption>
                    <graphic id="gr2" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/145445/4107566c-803e-4758-820a-072d35b36b89_figure2.gif"/>
                </fig>
                <p>Currently, nephrologists have three fluoroscopy lists per week, with capacity to perform up to nine tunnelled haemodialysis or peritoneal dialysis catheter procedures. Nephrologists place almost all PD catheters, with surgeons only doing so in patients with coexistent surgical issues (such as the presence of abdominal hernias). Two days per week are dedicated to non-fluoroscopy work such as renal biopsies, AVF scans and Point of Care Ultrasound (POCUS). These lists operate on a day-case basis with pre-procedural assessment and post-procedural recovery being performed in the day-case IN unit.</p>
                <p>Prior to the development of our dedicated DIN unit, a small proportion of vascular ultrasound was also performed by nephrologists, with the majority being performed by the radiology department. In 2017-2018, 280 renal access scans were performed by a vascular ultrasonographer. This includes vein mapping (performed before AVF/AVG surgery), fistula maturation scans, and diagnostic scans in the event of symptoms or dialysis complications, such as poor flow rates or needling difficulty.</p>
                <p>However, the previously established &#x2018;conventional&#x2019; pathway for patients with symptomatic or dysfunctional vascular access was inefficient. Patients typically underwent two stages of assessment: an outpatient vascular ultrasound (wait time two-four weeks), and then fistulography &#x00b1; fistula angioplasty, performed by an interventional radiologist. Scans also needed to be reported by a radiologist prior to a referral for intervention being made, further lengthening the process. On this conventional pathway, patients with potentially dysfunctional vascular access were subject to waiting times of up to several weeks before a diagnostic scan and radiological intervention were performed. This is a significant time during which stenoses and thromboses can progress, and vascular access may be lost altogether, necessitating the establishment of alternative, temporary access with its associated risks.</p>
                <p>Since the implementation of the IN model, most ultrasound scans are now performed by our four interventional nephrologists at the point of care. On this lean pathway, outlined in 
                    <xref ref-type="fig" rid="f3">Figure 3</xref>, patients in whom issues have been identified during dialysis sessions can be referred directly from the dialysis unit to the IN department for a same-day scan. Equally, patients can be referred for fistula maturation scans, and assessments of those which have become symptomatic. Patients with positive sonographic findings, such as the presence of a stenosis, are then referred on the same day for intervention. In the case of stenosis, this takes the form of fistulography &#x00b1; angioplasty, procedures which are also increasingly being performed by interventional nephrologists within the unit.</p>
                <fig fig-type="figure" id="f3" orientation="portrait" position="float">
                    <label>Figure 3. </label>
                    <caption>
                        <title>The conventional vs. the novel pathway for assessment of dysfunctional arteriovenous fistulae at our unit.</title>
                    </caption>
                    <graphic id="gr3" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/145445/4107566c-803e-4758-820a-072d35b36b89_figure3.gif"/>
                </fig>
            </sec>
            <sec id="sec8">
                <title>Current service provision internationally</title>
                <p>Since the mid-1990s, Interventional Nephrology has been a recognised subspecialty in the US, and latterly in Canada. Two models exist: a hospital-based service, and a free-standing vascular access clinic. The development of the subspecialty was in response to precisely the same challenges that we experience in the UK (
                    <xref ref-type="bibr" rid="ref7">Niyyar and Work, 2009</xref>).</p>
                <p>Whereas historically a domain of interventional radiology, 40-45% of dialysis angioplasty and thrombectomy procedures performed in the US are now undertaken by Interventional Nephrologists. Unless mandated by co-existing systemic pathology, all procedures are performed on a day-case basis. Patients have access to procedures within 24 hours of referral.</p>
                <p>Since the development of Interventional Nephrology, US vascular access-related bed days fell from 1.8 to 0.3 days/patient/year and missed dialysis treatments fell from 0.8 to 0.2 treatments/patient/year (
                    <xref ref-type="bibr" rid="ref5">Mishler 
                        <italic toggle="yes">et al.</italic>, 2006</xref>).</p>
                <p>Interventional nephrology has been demonstrated to be safe: a series of 14,000 patients had the highest success rate and lowest complication rate in the medical literature, and a series of 6000 patients also had safe levels of radiation exposure (
                    <xref ref-type="bibr" rid="ref1">Beathard, 2015</xref>).</p>
            </sec>
        </sec>
        <sec id="sec9" sec-type="methods">
            <title>Methods</title>
            <p>The service provision at our unit was planned after a review of the parameters measured by ongoing, prospective performance measures collected by our institution&#x2019;s performance audit tool. We submit our data annually, on haemodialysis access, peritoneal dialysis access, and AVF/AVG use to the national UK Renal Registry. The UK Renal Registry is a national registry that receives performance data from all UK renal units.</p>
            <p>Patient outcomes were evaluated for an array of diagnostic and therapeutic interventional procedures performed at the IN unit, SDIN (the Sunderland Diagnostic and Intervention Unit), within the first year of its establishment. The data collection was registered with the South Tyneside and Sunderland clinical effectiveness team with the following reference code: CA9545. This was a retrospective collection of data and did not involve diversion from standard care as a result no ethical approval was required. This was confirmed by the research department at the South Tyneside and Sunderland NHS Foundation Trust. Data was retrospectively collected for the period beginning 1
                <sup>st</sup> October 2019 to 1
                <sup>st</sup> October 2020 for patients who underwent the following procedures: ultrasound guided renal biopsy, TDC insertion and exchange, PD catheter insertion/exchange, and AVF POCUS. These figures were compared to the cohort from the one-year period pre-SDIN, between the 1
                <sup>st</sup> of October 2018 and the 31
                <sup>st</sup> September 2019. All results are expressed as mean and percentages unless otherwise specified. There were no 
                <italic toggle="yes">p</italic> value calculations as retrospective observational nature of the study meant that data collection was not powered to calculate significance.</p>
        </sec>
        <sec id="sec10" sec-type="results">
            <title>Results</title>
            <sec id="sec11">
                <title>Renal biopsy</title>
                <p>We evaluated the incidence of the following post-procedure complications before and after Sunderland Diagnostic and Interventional Nephrology (SDIN) service was established: pain, peri-nephric haematoma, macroscopic haematuria, bleeding requiring transfusion, bleeding requiring surgical or radiological intervention, and death. These were chosen to enable comparison with a large systematic review and meta-analysis involving 118,000 native kidney biopsies published by Poggio 
                    <italic toggle="yes">et al.</italic> in 2020 (
                    <xref ref-type="bibr" rid="ref9">Poggio 
                        <italic toggle="yes">et al.</italic>, 2020</xref>). We also evaluated biopsy waiting times and biopsy specimen quality. Biopsy specimens with 10 or more glomeruli were deemed adequate, as per the Banff criteria (
                    <xref ref-type="bibr" rid="ref14">Roufosse 
                        <italic toggle="yes">et al.</italic>, 2018</xref>).</p>
                <p>104 day-case renal biopsies were performed in the first year of the SDIN service (75 native, 29 transplant) with 18 of those considered urgent (rapidly progressive kidney disease). This was fewer than in the pre-SDIN period, during which 144 biopsies were performed (106 native, 38 transplant), 54 of which were urgent. However, the median waiting time from referral to non-urgent biopsy fell from 12 working days in the pre-SDIN period to seven working days after the implementation of SDIN. The median waiting time for urgent biopsies also fell from three working days to just one working day.</p>
                <p>Our data also demonstrates that the overall quality of biopsy specimens improved since the establishment of SDIN, with specimens comprising a greater number of glomeruli on average, and a higher proportion of specimens being adequate and histopathologically diagnostic. This data is outlined in 
                    <xref ref-type="table" rid="T1">Table 1</xref>.</p>
                <table-wrap id="T1" orientation="portrait" position="float">
                    <label>Table 1. </label>
                    <caption>
                        <title>Comparison of renal procedures outcomes between Pre SDIN, SDIN and Poggio 
                            <italic toggle="yes">et al.</italic>
                        </title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top"/>
                                <th align="left" colspan="1" rowspan="1" valign="top">Pre SDIN (1/10/2018 &#x2013; 31/9/2019</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">SDIN (1/10/2019 &#x2013; 1/1/2020)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Difference between Pre SDIN and SDIN</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Poggio 
                                    <italic toggle="yes">et al.</italic>
                                </th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Difference between SDIN and Poggio 
                                    <italic toggle="yes">et al.</italic>
                                </th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Renal biopsy</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>N = 144</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>N = 104</bold>
                                </td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <italic toggle="yes">Post biopsy complications</italic>
                                    </bold>
                                </td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Pain</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">7.0% (10/144)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">11.5% (12/104)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">+4.5%</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">4.3%</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">+7.2</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Haematoma</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.4% (2/144)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3.9% (4/104)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">+2.5%</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">11%</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-7.1%</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Macroscopic haematuria</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">9.0% (13/144)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">13.5% (14/104)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">+4.4%</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">11%</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">+2.5%</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Transfusion</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.7% (1/144)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.9% (2/104)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">+1.2%</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.6%</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">+0.3%</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Intervention</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.7% (1/144)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1% (1/104)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">+0.3%</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.3%</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">+0.7%</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Death</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0% (0/144)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0% (0/104)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0%</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.06%</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-0.06%</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">No documentation</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.7% (1/144)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0% (0/104)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-0.7%</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <italic toggle="yes">Biopsy quality</italic>
                                    </bold>
                                </td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Average Glomeruli per biopsy</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">18</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">23</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">+5</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Adequacy</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">74.30% (107/144)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">87.50% (91/104)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">+13.2%</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Pathological diagnosis</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">93.75% (135/144)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">98.40% (102/104)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">+4.65%</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Tunnelled Dialysis Catheter (TDC)</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>N = 132</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>N = 99</bold>
                                </td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <italic toggle="yes">Removal reasons</italic>
                                    </bold>
                                </td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Infection</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">12.9% (17/132)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">21.2% (21/99)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">+8.3%</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Device failure</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">16.7% (22/132)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">13.1% (13/99)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-3.6%</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Alternate Access</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">10.6% (14/132)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">20.1% (20/99)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">+9.5%</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Transplant</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.8% (1/132)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3.0% (3/99)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">+2.2%</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Failure of insertion</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3.0% (4/132)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0% (0/99)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-3.0%</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Line dislodge</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0% (0/132)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3.0% (0/99)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">+3%</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Still in place</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">26.5% (35/132)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">13.1% (13/99)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-13.4%</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">No longer required</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">6.1% (8/132)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">5.1% (5/99)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-0.1%</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Deceased</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">22.7% (30/132)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">15.2% (15/99)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-7.5%</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Other</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0% (0/132)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2.0% (2/99)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">+2%</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">No documentation</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.8% (1/132)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">4.0% (4/99)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">+3.2%</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <italic toggle="yes">90-day complications post insertion/exchange</italic>
                                    </bold>
                                </td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Failure of device</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3.0% (4/132)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">5.1% (5/99)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">+2.1%</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Minor bleeding</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">14.4% (19/132)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">13.1% (13/99)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-1.3%</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Major bleeding requiring radiological/surgical intervention</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0% (0/132)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0% (0/99)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0%</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Carotid puncture</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.8% (1/132)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.0% (1/99)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-0.2%</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">No complications</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">71.2% (94/132)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">66.7% (66/99)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-4.5%</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <italic toggle="yes">Catheter Associated Infection (CAI)</italic>
                                    </bold>
                                </td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CAI within 30 days</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">6.8% (9/132)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">6.1% (6/99)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-0.7%</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CAI within 90 days</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">11.4% (15/132)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">15.2% (15/99)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">+4.0%</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Line sepsis within 90 days</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">4.5% (6/132)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">9.1% (9/99)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">+4.6%</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Infection related death within 90 days</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2.3% (3/132)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0% (0/99)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-2.3%</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Overall infection frequency</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2.01/1000 catheter days</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2.02/1000 catheter days</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.01/1000 catheter days</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Peritoneal catheter</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>N = 12</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>N = 16</bold>
                                </td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <italic toggle="yes">28-day complications post insertion</italic>
                                    </bold>
                                </td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Requiring removal</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">8.3% (1/12)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">12.5% (2/16)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">+4.2%</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Non functioning</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">16.7% (2/12)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">6.3% (1/16)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-10.4%</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Intraabdominal infection</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">33.3% (4/12)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">6.3% (1/16)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-27.0%</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Manipulation</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">8.3% (1/12)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">18.8% (3/16)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">+10.5%</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Other</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">8.3% (1/12)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0% (0/16)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-8.3%</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">No complications</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">25.0% (3/12)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">68.8% (11/16)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">+43.8%</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>
                    <xref ref-type="table" rid="T1">Table 1</xref> lists the post-biopsy complication rates identified at SDIN, and compares these to the pre-SDIN period and those published by Poggio 
                    <italic toggle="yes">et al.</italic> This data demonstrates a higher proportion of patients reporting post-biopsy pain and macroscopic haematuria in the SDIN cohort (11.5% and 13.5% respectively) compared to pre-SDIN (7% and 9.1%) and the published data (4.3% and 11%), an observation which may be partially explained by more intensive patient monitoring and improved documentation implemented during SDIN. However, ongoing prospective data collection is being performed at our unit to ensure these complications are minimised.</p>
                <p>Conversely, we report a lesser incidence of post-procedure haematomas in SDIN (3.9%) compared to Poggio 
                    <italic toggle="yes">et al.</italic> (11%). Reassuringly, we also report similar incidences at SDIN (difference of &lt;1%) of the three most serious post-biopsy complications &#x2014; bleeding requiring blood transfusion, bleeding requiring surgical/radiological and intervention, and death from biopsy. In both of our cohorts, there was one patient who required arterial embolization to stem bleeding. There were no deaths within either of our cohorts, and none of the patients required nephrectomy.</p>
            </sec>
            <sec id="sec12">
                <title>Tunnelled dialysis catheter</title>
                <p>We evaluated the 90-day procedural complication rates from TDC insertion and exchange at our unit, as well as the 30 and 90-day catheter-associated infection (CAI) rates and procedural waiting times. TDC removal reasons at one-year post-insertion were also evaluated for each group. CAI was defined as either a positive catheter line culture, or a positive peripheral blood culture with no other identified source of infection. Catheter-associated sepsis was defined as CAI resulting in sepsis (infection plus systemic inflammatory response syndrome). This data is displayed in 
                    <xref ref-type="table" rid="T1">Table 1</xref>.</p>
                <p>99 tunnelled dialysis catheter insertion and exchange procedures were undertaken in the first year of SDIN, as compared to 132 in the pre-SDIN period, with a median waiting time of three days for both cohorts. Catheters inserted during the SDIN period remained in place for a mean duration of 156 days, as compared with 101 days in the pre-SDIN cohort, with no procedural failures within SDIN.</p>
                <p>90-day complication rates remained broadly similar for both cohorts, with 66.7% of TDCs having no complications in the SDIN cohort. The most common non-infective complication among both cohorts was minor bleeding during insertion (13.1% SDIN, 14.4% pre-SDIN), all of which were managed successfully during the procedure. 5.1% of catheters developed primary failure within 90 days in the SDIN cohort and required replacement. There were no patients in either cohort who experienced major bleeding and no deaths due to the procedure.</p>
                <p>The one-year TDC removal reasons are also outlined in 
                    <xref ref-type="table" rid="T1">Table 1</xref>. 13.1% of TDCs remained in place after one year in the SDIN cohort, a decrease from 26.5% pre-SDIN. The two most common reasons for removal were infection (21.2%) and definitive alternative access gained (20.1%). We note positively that the proportion of patients whose TDC was removed due to successful renal transplantation increased from 0.8% pre-SDIN to 3% at SDIN, and that 9.5% more patients were offered alternative access modalities, such as AVF/AVG, in line with best practice.</p>
                <p>Finally, our 30 and 90-day CAI rates are reported. Within SDIN, 15.2% of patients developed a CAI within 90 days, of which 6.1% developed within 30 days after insertion. 9.1% of patients went on to develop line sepsis within 90 days, however all were successfully treated with antimicrobial therapy, and no patient deaths resulted from this. Further data comparing the pre-SDIN and SDIN cohorts is outlined in 
                    <xref ref-type="table" rid="T1">Table 1</xref>. Infection frequency was also standardised and expressed as number of infections per 1000 catheter days &#x2014; both cohorts had an incidence of 2 infections per 1000 catheter days within the 90-day observation periods. Published data on CAI rates varies widely between units, but generally ranges between 0.2 and 6.5 infections per 1,000 catheter days for TDCs (
                    <xref ref-type="bibr" rid="ref21">Winnicki 
                        <italic toggle="yes">et al.</italic>, 2018</xref>); our unit therefore reports similar infection rates to those published.</p>
            </sec>
            <sec id="sec13">
                <title>Peritoneal dialysis catheter</title>
                <p>A total of 16 fluoroscopically guided PD catheters were inserted by interventional nephrologists during SDIN, as compared with 12 catheters in the pre-SDIN period.</p>
                <p>Catheters remained in place for an average of 153 days. Complication rates were evaluated over a 28-day period between both cohorts. Due to the small sample size, further detailed analysis of outcomes was not undertaken. Overall, a general reduction in complication rates was observed since SDIN was established. 11 (69%) catheters had no complications within the 28-day observation period, 3 (19%) catheters required manipulation by an interventional nephrologist following insertion to reposition in the pelvis due to poor function, and two (12%) catheters required removal; one catheter due to non-function and the other due to intra-abdominal infection. Further comparisons between both cohorts can be found in 
                    <xref ref-type="table" rid="T1">Table 1</xref>.</p>
            </sec>
            <sec id="sec14">
                <title>Arteriovenous fistula point of care ultrasound (AVF POCUS)</title>
                <p>
                    <xref ref-type="fig" rid="f3">Figure 3</xref> details the differences between the previously outlined conventional and novel diagnostic imaging pathways for ultrasound assessment of dysfunctional AVFs within our unit. We evaluated the difference in patient waiting times at each stage on both pathways, along with the overall waiting time from imaging being indicated to intervention taking place. We also evaluated the quality of the POCUS scans performed by nephrologists at the unit by comparing the findings from these scans to findings at fistulography &#x2014; the gold standard imaging modality.</p>
                <p>279 AVF POCUS scans were performed during the SDIN period. The waiting time from referral to scan was reduced from a mean of 35 days on the conventional pathway to 2 days on the novel pathway. The mean waiting time from scan to intervention was also reduced from 21 days to 14.8 days. Therefore in total, the time between diagnostic imaging being indicated and intervention occurring was reduced from an average of 56 days on the conventional pathway to 16.8 days after implementation of SDIN, an overall reduction of 39.2 days. When compared to fistulographic findings, the overall sensitivity of the POCUS scans for detecting fistula pathology was 98.4%, with a specificity of 95.8%.</p>
            </sec>
        </sec>
        <sec id="sec15" sec-type="discussion">
            <title>Discussion</title>
            <p>In this paper we report the establishment of a novel diagnostic and interventional nephrology service at a large teaching hospital in the UK. This is a unique service with no similar provision currently available anywhere else in the country. We outline our service model and a selection of patient outcomes after the first full year of this service.</p>
            <p>Diagnostic and interventional nephrology is a continually evolving subspecialty of nephrology and remains an exciting area of development. It provides fast and safe access to procedures associated with establishing and maintaining dialysis provision. A day-case model also reduces the reliance on inpatient beds, thereby improving time to access services.</p>
            <p>Our data suggests that the delivery of a day-case DIN service is both safe and effective in reducing waiting time for crucial diagnostic and interventional procedures for renal patients. Although fewer renal biopsies and TDC procedures were performed at SDIN, this observation is likely related to the significant impact and service disruption that resulted from the emergence of the COVID-19 pandemic. Though, none of the procedure lists in the SDIN unit were cancelled due to the pandemic. The reduction in numbers is more likely to be reflective of the reduction in patients coming for regular follow up due to the pandemic. Despite this, waiting times for TDCs remained constant, while those for renal biopsies were globally improved. Most encouragingly, we demonstrate that implementing a novel diagnostic POCUS imaging pathway for dysfunctional AVFs resulted in significantly shorter times to diagnosis and intervention, thereby facilitating the preservation of dialysis access. Reassuringly, our data supports the conclusion that the implementation of a dedicated DIN service remains safe, with our unit reporting broadly similar complication rates to those reported pre-SDIN and in the wider medical literature.</p>
            <p>DIN reduces the reliance on other specialties, thereby streamlining care for patients. This model also creates wider training opportunities for renal trainees that were hitherto not consistently accessible (
                <xref ref-type="bibr" rid="ref17">Selvaskandan 
                    <italic toggle="yes">et al.</italic>, 2022</xref>). Data from a recent study in South and Southeast Asia highlighted training as a major barrier for nephrologists performing these procedures (
                <xref ref-type="bibr" rid="ref12">Ramachandran 
                    <italic toggle="yes">et al.</italic>, 2021</xref>). Training initiatives by the International Society of Nephrology (ISN) play a key part in sharing the learning and experience between centres across the world. Lopez 
                <italic toggle="yes">et al.</italic> recently published their work in establishing a modular approach to training in DIN with the help of the ISN in Nicaragua (
                <xref ref-type="bibr" rid="ref4">Lopez 
                    <italic toggle="yes">et al.</italic>, 2021</xref>), and this represents an important example of the value of collaboration in progressing training in this emerging field. Vachharajani 
                <italic toggle="yes">et al.</italic>, have discussed successful models of DIN training in academic medical centres across the USA. This paper discusses a successful collaborative approach between private practice, academic centres and other interventional specialties such as cardiology (
                <xref ref-type="bibr" rid="ref20">Vachharajani 
                    <italic toggle="yes">et al.</italic>, 2010</xref>).</p>
            <p>In line with the vision of the ISN for developing training in IN, we hosted our first ISN funded fellow in IN from Pakistan. The fellow has since successfully completed his training and returned to Pakistan to establish an interventional nephrology programme there. We aim to continue building our collaborations and have recently started the development of a sister unit at the 
                <ext-link ext-link-type="uri" xlink:href="https://www.theisn.org/blog/2022/02/08/the-isn-welcomes-six-newly-formed-partnerships-into-the-isn-sister-renal-centers-program/">Kamanga Medics Hospital in Mwanza, Tanzania</ext-link>.</p>
            <p>Research and innovation in DIN remain underfunded and underperformed. The development of IN as a subspecialty interest with robust curricula, well defined training pathways and post graduate training should lend itself to further research in DIN (
                <xref ref-type="bibr" rid="ref15">Roy-Chaudhury 
                    <italic toggle="yes">et al.</italic>, 2012</xref>). We have lead the development of DIN training in the UK utilizing online webinars at international conferences, and have recently done hands on simulation training in IN at the recently concluded UK Kidney Week conference. We are in the process of launching a post graduate certificate course in association with Newcastle University. The ambition is to develop it as a master&#x2019;s programme that would include research in DIN as an integral part of training.</p>
            <p>We are acutely aware of the limitations of this data with its small sample size and observational nature. However, we have demonstrated unequivocally that implementing a dedicated DIN unit within our hospital has reduced procedural waiting times, enhanced independence from other interventional specialties, and facilitated the maintenance of definitive vascular dialysis access. We believe that this service serves as a springboard for future innovation and research in developing new service models, improving training, and fostering novel research in interventional nephrology in the UK.</p>
        </sec>
    </body>
    <back>
        <sec id="sec18" sec-type="data-availability">
            <title>Data availability</title>
            <sec id="sec19">
                <title>Underlying data</title>
                <p>Open Science Framework: Outcomes from the first dedicated diagnostic and interventional nephrology (IN) service in a UK renal unit, 
                    <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.17605/OSF.IO/DY2AN">https://doi.org/10.17605/OSF.IO/DY2AN</ext-link> (
                    <xref ref-type="bibr" rid="ref18">Srivastava, 2023</xref>).</p>
                <p>This project contains the following underlying data:
                    <list list-type="bullet">
                        <list-item>
                            <label>-</label>
                            <p>FINAL -Renal Biopsy.xlsx</p>
                        </list-item>
                        <list-item>
                            <label>-</label>
                            <p>PD data sheet - 25.9.22.xlsx</p>
                        </list-item>
                        <list-item>
                            <label>-</label>
                            <p>Pre SDIN TNL data.xlsx
</p>
                        </list-item>
                    </list>
                </p>
                <p>Data are available under the terms of the 
                    <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 International license</ext-link> (CC-BY 4.0).</p>
            </sec>
        </sec>
        <ref-list>
            <title>References</title>
            <ref id="ref1">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Beathard</surname>
                            <given-names>GA</given-names>
                        </name>
</person-group>:
                    <article-title>Role of interventional nephrology in the multidisciplinary approach to hemodialysis vascular access care.</article-title>
                    <source>

                        <italic toggle="yes">Kidney Res. Clin. Pract.</italic>
</source>
                    <year>2015</year>;<volume>34</volume>:<fpage>125</fpage>&#x2013;<lpage>131</lpage>.
                    <pub-id pub-id-type="pmid">26484036</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.krcp.2015.06.004</pub-id>
                    <pub-id pub-id-type="pmcid">PMC4608876</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref2">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Chan</surname>
                            <given-names>MR</given-names>
                        </name>
</person-group>:
                    <article-title>Interventional nephrology: What the nephrologist needs to know about vascular access.</article-title>
                    <source>

                        <italic toggle="yes">Clin. J. Am. Soc. Nephrol.</italic>
</source>
                    <year>2013</year>;<volume>8</volume>:<fpage>1211</fpage>&#x2013;<lpage>1212</lpage>.
                    <pub-id pub-id-type="doi">10.2215/CJN.01730213</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref3">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Kalloo</surname>
                            <given-names>SD</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Mathew</surname>
                            <given-names>RO</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Asif</surname>
                            <given-names>A</given-names>
                        </name>
</person-group>:
                    <article-title>Is nephrology specialty at risk?</article-title>
                    <source>

                        <italic toggle="yes">Kidney Int.</italic>
</source>
                    <year>2016</year>;<volume>90</volume>:<fpage>31</fpage>&#x2013;<lpage>33</lpage>.
                    <pub-id pub-id-type="doi">10.1016/j.kint.2016.01.032</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref4">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Lopez</surname>
                            <given-names>AG</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Salgado</surname>
                            <given-names>OJ</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Vachharajani</surname>
                            <given-names>TJ</given-names>
                        </name>
</person-group>:
                    <article-title>Dialysis Vascular Access Training: A Nicaraguan Experience.</article-title>
                    <source>

                        <italic toggle="yes">Kidney Int. Rep.</italic>
</source>
                    <year>2021</year>;<volume>6</volume>:<fpage>1701</fpage>&#x2013;<lpage>1703</lpage>.
                    <pub-id pub-id-type="pmid">34169211</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.ekir.2021.04.020</pub-id>
                    <pub-id pub-id-type="pmcid">PMC8207323</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref5">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Mishler</surname>
                            <given-names>R</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Sands</surname>
                            <given-names>JJ</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Ofsthun</surname>
                            <given-names>NJ</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Dedicated outpatient vascular access center decreases hospitalization and missed outpatient dialysis treatments.</article-title>
                    <source>

                        <italic toggle="yes">Kidney Int.</italic>
</source>
                    <year>2006</year>;<volume>69</volume>:<fpage>393</fpage>&#x2013;<lpage>398</lpage>.
                    <pub-id pub-id-type="pmid">16408132</pub-id>
                    <pub-id pub-id-type="doi">10.1038/sj.ki.5000066</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref6">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Niyyar</surname>
                            <given-names>VD</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Chan</surname>
                            <given-names>MR</given-names>
                        </name>
</person-group>:
                    <article-title>Interventional nephrology: Catheter dysfunction--prevention and troubleshooting.</article-title>
                    <source>

                        <italic toggle="yes">Clin. J. Am. Soc. Nephrol.</italic>
</source>
                    <year>2013</year>;<volume>8</volume>:<fpage>1234</fpage>&#x2013;<lpage>1243</lpage>.
                    <pub-id pub-id-type="doi">10.2215/CJN.00960113</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref7">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Niyyar</surname>
                            <given-names>VD</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Work</surname>
                            <given-names>J</given-names>
                        </name>
</person-group>:
                    <article-title>Interventional nephrology - past, present and future.</article-title>
                    <source>

                        <italic toggle="yes">Int. J. Artif. Organs.</italic>
</source>
                    <year>2009</year>;<volume>32</volume>:<fpage>129</fpage>&#x2013;<lpage>132</lpage>.
                    <pub-id pub-id-type="doi">10.1177/039139880903200302</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref8">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>O&#x2019;Neill</surname>
                            <given-names>WC</given-names>
                        </name>
</person-group>:
                    <article-title>The New Nephrologist.</article-title>
                    <source>

                        <italic toggle="yes">Am. J. Kidney Dis.</italic>
</source>
                    <year>2000</year>;<volume>35</volume>:<fpage>978</fpage>&#x2013;<lpage>979</lpage>.</mixed-citation>
            </ref>
            <ref id="ref9">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Poggio</surname>
                            <given-names>ED</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Mcclelland</surname>
                            <given-names>RL</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Blank</surname>
                            <given-names>KN</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Systematic Review and Meta-Analysis of Native Kidney Biopsy Complications.</article-title>
                    <source>

                        <italic toggle="yes">Clin. J. Am. Soc. Nephrol.</italic>
</source>
                    <year>2020</year>;<volume>15</volume>:<fpage>1595</fpage>&#x2013;<lpage>1602</lpage>.
                    <pub-id pub-id-type="pmid">33060160</pub-id>
                    <pub-id pub-id-type="doi">10.2215/CJN.04710420</pub-id>
                    <pub-id pub-id-type="pmcid">PMC7646247</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref10">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Poinen</surname>
                            <given-names>K</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Quinn</surname>
                            <given-names>RR</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Clarke</surname>
                            <given-names>A</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Complications From Tunneled Hemodialysis Catheters: A Canadian Observational Cohort Study.</article-title>
                    <source>

                        <italic toggle="yes">Am. J. Kidney Dis.</italic>
</source>
                    <year>2019</year>;<volume>73</volume>:<fpage>467</fpage>&#x2013;<lpage>475</lpage>.
                    <pub-id pub-id-type="pmid">30642607</pub-id>
                    <pub-id pub-id-type="doi">10.1053/j.ajkd.2018.10.014</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref11">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Pyart</surname>
                            <given-names>R</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Evans</surname>
                            <given-names>KM</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Steenkamp</surname>
                            <given-names>R</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The 21st UK Renal Registry Annual Report: A Summary of Analyses of Adult Data in 2017.</article-title>
                    <source>

                        <italic toggle="yes">Nephron.</italic>
</source>
                    <year>2020</year>;<volume>144</volume>:<fpage>59</fpage>&#x2013;<lpage>66</lpage>.
                    <pub-id pub-id-type="doi">10.1159/000504851</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref12">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Ramachandran</surname>
                            <given-names>R</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Bhargava</surname>
                            <given-names>V</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Jasuja</surname>
                            <given-names>S</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Interventional nephrology and vascular access practice: A perspective from South and Southeast Asia.</article-title>
                    <source>

                        <italic toggle="yes">J. Vasc. Access.</italic>
</source>
                    <year>2021</year>;<fpage>11297298211011375</fpage>.</mixed-citation>
            </ref>
            <ref id="ref13">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Robbin</surname>
                            <given-names>ML</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Greene</surname>
                            <given-names>T</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Allon</surname>
                            <given-names>M</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Prediction of Arteriovenous Fistula Clinical Maturation from Postoperative Ultrasound Measurements: Findings from the Hemodialysis Fistula Maturation Study.</article-title>
                    <source>

                        <italic toggle="yes">J. Am. Soc. Nephrol.</italic>
</source>
                    <year>2018</year>;<volume>29</volume>:<fpage>2735</fpage>&#x2013;<lpage>2744</lpage>.
                    <pub-id pub-id-type="pmid">30309898</pub-id>
                    <pub-id pub-id-type="doi">10.1681/ASN.2017111225</pub-id>
                    <pub-id pub-id-type="pmcid">PMC6218859</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref14">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Roufosse</surname>
                            <given-names>C</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Simmonds</surname>
                            <given-names>N</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Clahsen-Van Groningen</surname>
                            <given-names>M</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>A 2018 Reference Guide to the Banff Classification of Renal Allograft Pathology.</article-title>
                    <source>

                        <italic toggle="yes">Transplantation.</italic>
</source>
                    <year>2018</year>;<volume>102</volume>:<fpage>1795</fpage>&#x2013;<lpage>1814</lpage>.
                    <pub-id pub-id-type="pmid">30028786</pub-id>
                    <pub-id pub-id-type="doi">10.1097/TP.0000000000002366</pub-id>
                    <pub-id pub-id-type="pmcid">PMC7597974</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref15">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Roy-Chaudhury</surname>
                            <given-names>P</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Yevzlin</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Bonventre</surname>
                            <given-names>JV</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Academic interventional nephrology: a model for training, research, and patient care.</article-title>
                    <source>

                        <italic toggle="yes">Clin. J. Am. Soc. Nephrol.</italic>
</source>
                    <year>2012</year>;<volume>7</volume>:<fpage>521</fpage>&#x2013;<lpage>524</lpage>.
                    <pub-id pub-id-type="doi">10.2215/CJN.08360811</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref16">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Salman</surname>
                            <given-names>L</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Rizvi</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Contreras</surname>
                            <given-names>G</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>A Multicenter Randomized Clinical Trial of Hemodialysis Access Blood Flow Surveillance Compared to Standard of Care: The Hemodialysis Access Surveillance Evaluation (HASE) Study.</article-title>
                    <source>

                        <italic toggle="yes">Kidney Int. Rep.</italic>
</source>
                    <year>2020</year>;<volume>5</volume>:<fpage>1937</fpage>&#x2013;<lpage>1944</lpage>.
                    <pub-id pub-id-type="doi">10.1016/j.ekir.2020.07.034</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref17">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Selvaskandan</surname>
                            <given-names>H</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Baharani</surname>
                            <given-names>J</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Hamer</surname>
                            <given-names>R</given-names>
                        </name>
</person-group>:
                    <article-title>Regional variations in nephrology trainee confidence with clinical skills may relate to the availability of local training opportunities in the UK: results from a national survey.</article-title>
                    <source>

                        <italic toggle="yes">Clin. Exp. Nephrol.</italic>
</source>
                    <year>2022</year>;<volume>26</volume>:<fpage>886</fpage>&#x2013;<lpage>897</lpage>.
                    <pub-id pub-id-type="pmid">35524893</pub-id>
                    <pub-id pub-id-type="doi">10.1007/s10157-022-02228-7</pub-id>
                    <pub-id pub-id-type="pmcid">PMC9077353</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref18">
                <mixed-citation publication-type="data">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Srivastava</surname>
                            <given-names>S</given-names>
                        </name>
</person-group>:
                    <data-title>Outcomes from the first dedicated diagnostic and interventional nephrology (IN) service in a UK renal unit.</data-title>[Dataset].<year>2023</year>.
                    <pub-id pub-id-type="doi">10.17605/OSF.IO/DY2AN</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref19">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Vachharajani</surname>
                            <given-names>TJ</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Moossavi</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Salman</surname>
                            <given-names>L</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Dialysis vascular access management by interventional nephrology programs at University Medical Centers in the United States.</article-title>
                    <source>

                        <italic toggle="yes">Semin. Dial.</italic>
</source>
                    <year>2011</year>;<volume>24</volume>:<fpage>564</fpage>&#x2013;<lpage>569</lpage>.
                    <pub-id pub-id-type="pmid">21999740</pub-id>
                    <pub-id pub-id-type="doi">10.1111/j.1525-139X.2011.00985.x</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref20">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Vachharajani</surname>
                            <given-names>TJ</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Moossavi</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Salman</surname>
                            <given-names>L</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Successful models of interventional nephrology at academic medical centers.</article-title>
                    <source>

                        <italic toggle="yes">Clin. J. Am. Soc. Nephrol.</italic>
</source>
                    <year>2010</year>;<volume>5</volume>:<fpage>2130</fpage>&#x2013;<lpage>2136</lpage>.
                    <pub-id pub-id-type="pmid">20930089</pub-id>
                    <pub-id pub-id-type="doi">10.2215/CJN.03990510</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref21">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Winnicki</surname>
                            <given-names>W</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Herkner</surname>
                            <given-names>H</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Lorenz</surname>
                            <given-names>M</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Taurolidine-based catheter lock regimen significantly reduces overall costs, infection, and dysfunction rates of tunneled hemodialysis catheters.</article-title>
                    <source>

                        <italic toggle="yes">Kidney Int.</italic>
</source>
                    <year>2018</year>;<volume>93</volume>:<fpage>753</fpage>&#x2013;<lpage>760</lpage>.
                    <pub-id pub-id-type="doi">10.1016/j.kint.2017.06.026</pub-id>
                </mixed-citation>
            </ref>
        </ref-list>
    </back>
    <sub-article article-type="reviewer-report" id="report229456">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.145445.r229456</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Lomonte</surname>
                        <given-names>Carlo</given-names>
                    </name>
                    <xref ref-type="aff" rid="r229456a1">1</xref>
                    <role>Referee</role>
                </contrib>
                <aff id="r229456a1">
                    <label>1</label>Miulli General Hospital, Acquaviva delle Fonti (Ba), Bari, Italy</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>5</day>
                <month>2</month>
                <year>2024</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2024 Lomonte C</copyright-statement>
                <copyright-year>2024</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="relatedArticleReport229456" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.132517.1"/>
            <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>My comments: 
                <list list-type="order">
                    <list-item>
                        <p>In the Introduction section, the Authors should try to place their experience into a broader context of the worldwide nephrologists shortage and the reduction of the workforce in the next years (
                            <ext-link ext-link-type="uri" xlink:href="https://asndataanalytics.github.io/AY-2020-Nephrology-Match/">https://asndataanalytics.github.io/AY-2020-Nephrology-Match/</ext-link>);(Moura-Neto et al, 2021)[Ref 1]; (Sharif MU et al,2016)[Ref 2]</p>
                    </list-item>
                    <list-item>
                        <p>Nephrologists should play a central role as leaders of the multidisciplinary team to optimise the care of dialysis patients (Niyyar VD et al,2020)[Ref 3]. This is a crucial point to emphasis. But how can nephrologists incorporate other competencies into daily clinical practice?</p>
                    </list-item>
                    <list-item>
                        <p>What about surveillance of vascular accesses. Can these screening programs reduce the burden of procedures? Can we rethink a screening program in a DIN context?</p>
                    </list-item>
                    <list-item>
                        <p>Regarding training in interventional nephrology, a very recent paper described the first European advanced training course in diagnostic and interventional nephrology ( Lomonte et al,2023)[Re4]. Please, comment in the Discussion section.</p>
                    </list-item>
                </list>
            </p>
            <p>Is the work clearly and accurately presented and does it cite the current literature?</p>
            <p>Partly</p>
            <p>If applicable, is the statistical analysis and its interpretation appropriate?</p>
            <p>Partly</p>
            <p>Are all the source data underlying the results available to ensure full reproducibility?</p>
            <p>Yes</p>
            <p>Is the study design appropriate and is the work technically sound?</p>
            <p>Yes</p>
            <p>Are the conclusions drawn adequately supported by the results?</p>
            <p>Partly</p>
            <p>Are sufficient details of methods and analysis provided to allow replication by others?</p>
            <p>Yes</p>
            <p>Reviewer Expertise:</p>
            <p>Vascular access</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>
        <back>
            <ref-list>
                <title>References</title>
                <ref id="rep-ref-229456-1">
                    <label>1</label>
                    <mixed-citation publication-type="journal">
                        <person-group person-group-type="author"/>:
                        <article-title>Finerenone and Chronic Kidney Disease Outcomes in Type 2 Diabetes.</article-title>
                        <source>
                            <italic>N Engl J Med</italic>
                        </source>.<year>2021</year>;<volume>384</volume>(<issue>11</issue>) :
                        <elocation-id>10.1056/NEJMc2036175</elocation-id>
                        <fpage>e42</fpage>
                        <pub-id pub-id-type="pmid">33730469</pub-id>
                        <pub-id pub-id-type="doi">10.1056/NEJMc2036175</pub-id>
                    </mixed-citation>
                </ref>
                <ref id="rep-ref-229456-2">
                    <label>2</label>
                    <mixed-citation publication-type="journal">
                        <person-group person-group-type="author"/>:
                        <article-title>The global nephrology workforce: emerging threats and potential solutions!</article-title>.
                        <source>
                            <italic>Clin Kidney J</italic>
                        </source>.<year>2016</year>;<volume>9</volume>(<issue>1</issue>) :
                        <elocation-id>10.1093/ckj/sfv111</elocation-id>
                        <fpage>11</fpage>-<lpage>22</lpage>
                        <pub-id pub-id-type="pmid">26798456</pub-id>
                        <pub-id pub-id-type="doi">10.1093/ckj/sfv111</pub-id>
                    </mixed-citation>
                </ref>
                <ref id="rep-ref-229456-3">
                    <label>3</label>
                    <mixed-citation publication-type="journal">
                        <person-group person-group-type="author"/>:
                        <article-title>Interventional Nephrology: Opportunities and Challenges.</article-title>
                        <source>
                            <italic>Adv Chronic Kidney Dis</italic>
                        </source>.<year>2020</year>;<volume>27</volume>(<issue>4</issue>) :
                        <elocation-id>10.1053/j.ackd.2020.05.013</elocation-id>
                        <fpage>344</fpage>-<lpage>349.e1</lpage>
                        <pub-id pub-id-type="pmid">33131648</pub-id>
                        <pub-id pub-id-type="doi">10.1053/j.ackd.2020.05.013</pub-id>
                    </mixed-citation>
                </ref>
                <ref id="rep-ref-229456-4">
                    <label>4</label>
                    <mixed-citation publication-type="journal">
                        <person-group person-group-type="author"/>:
                        <article-title>Nephrology Partnership for Advancing Technology in Healthcare (N-PATH) program: the teachers&#x2019; perspective</article-title>.
                        <source>
                            <italic>Clinical Kidney Journal</italic>
                        </source>.<year>2023</year>;
                        <elocation-id>10.1093/ckj/sfad299</elocation-id>
                        <pub-id pub-id-type="doi">10.1093/ckj/sfad299</pub-id>
                    </mixed-citation>
                </ref>
            </ref-list>
        </back>
    </sub-article>
</article>
