<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.2 20190208//EN" "http://jats.nlm.nih.gov/publishing/1.2/JATS-journalpublishing1.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="review-article" dtd-version="1.2" xml:lang="en">
    <front>
        <journal-meta>
            <journal-id journal-id-type="pmc">F1000Research</journal-id>
            <journal-title-group>
                <journal-title>F1000Research</journal-title>
            </journal-title-group>
            <issn pub-type="epub">2046-1402</issn>
            <publisher>
                <publisher-name>F1000 Research Limited</publisher-name>
                <publisher-loc>London, UK</publisher-loc>
            </publisher>
        </journal-meta>
        <article-meta>
            <article-id pub-id-type="doi">10.12688/f1000research.10476.1</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>Review</subject>
                </subj-group>
                <subj-group>
                    <subject>Articles</subject>
                    <subj-group>
                        <subject>Medical Genetics</subject>
                    </subj-group>
                    <subj-group>
                        <subject>Motor Systems</subject>
                    </subj-group>
                    <subj-group>
                        <subject>Multiple Sclerosis &amp; Related Disorders</subject>
                    </subj-group>
                    <subj-group>
                        <subject>Neurobiology of Disease &amp; Regeneration</subject>
                    </subj-group>
                    <subj-group>
                        <subject>Neurogenetics</subject>
                    </subj-group>
                    <subj-group>
                        <subject>Occupational &amp; Environmental Medicine</subject>
                    </subj-group>
                    <subj-group>
                        <subject>Social &amp; Behavioral Determinants of Health</subject>
                    </subj-group>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>What causes amyotrophic lateral sclerosis?</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 1; peer review: 3 approved]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Martin</surname>
                        <given-names>Sarah</given-names>
                    </name>
                    <uri content-type="orcid">https://orcid.org/0000-0003-0951-8589</uri>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Al Khleifat</surname>
                        <given-names>Ahmad</given-names>
                    </name>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Al-Chalabi</surname>
                        <given-names>Ammar</given-names>
                    </name>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>Maurice Wohl Clinical Neuroscience Institute, King&#x2019;s College, London, UK</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:sarah.martin@kcl.ac.uk">sarah.martin@kcl.ac.uk</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>The authors declare that they have no competing interests.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>28</day>
                <month>3</month>
                <year>2017</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2017</year>
            </pub-date>
            <volume>6</volume>
            <elocation-id>F1000 Faculty Rev-371</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>27</day>
                    <month>3</month>
                    <year>2017</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2017 Martin S et al.</copyright-statement>
                <copyright-year>2017</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/6-371/pdf"/>
            <abstract>
                <p>Amyotrophic lateral sclerosis is a neurodegenerative disease predominantly affecting upper and lower motor neurons, resulting in progressive paralysis and death from respiratory failure within 2 to 3 years. The peak age of onset is 55 to 70 years, with a male predominance. The causes of amyotrophic lateral sclerosis are only partly known, but they include some environmental risk factors as well as several genes that have been identified as harbouring disease-associated variation. Here we review the nature, epidemiology, genetic associations, and environmental exposures associated with amyotrophic lateral sclerosis.</p>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>amyotrophic lateral sclerosis</kwd>
                <kwd>neurodegenerative disease</kwd>
                <kwd>motor neuron disease</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>
        <notes>
            <sec sec-type="editor-note">
                <title>Editorial Note on the Review Process</title>
                <p>
                    <ext-link ext-link-type="uri" xlink:href="http://f1000research.com/browse/faculty-reviews">F1000 Faculty Reviews</ext-link> are commissioned from members of the prestigious
                    <ext-link ext-link-type="uri" xlink:href="http://f1000.com/prime/thefaculty">F1000 Faculty</ext-link> and are edited as a service to readers. In order to make these reviews as comprehensive and accessible as possible, the referees provide input before publication and only the final, revised version is published. The referees who approved the final version are listed with their names and affiliations but without their reports on earlier versions (any comments will already have been addressed in the published version).</p>
                <p>The referees who approved this article are: </p>
                <list list-content="reviewer-list" list-type="simple">
                    <list-item>
                        <p>
                            <named-content content-type="reviewer-name">Mamede de Carvalho</named-content>, Institute of Physiology, Faculty of Medicine, University of Lisbon, Lisbon, Portugal; Department of Neurosciences, Hospital de Santa Maria, Lisbon, Portugal
                            <fn fn-type="conflict">
                                <p>No competing interests were disclosed.</p>
                            </fn>
                        </p>
                    </list-item>
                    <list-item>
                        <p>
                            <named-content content-type="reviewer-name">Richard W Orrell</named-content>, University College London Institute of Neurology, London, UK
                            <fn fn-type="conflict">
                                <p>No competing interests were disclosed.</p>
                            </fn>
                        </p>
                    </list-item>
                    <list-item>
                        <p>
                            <named-content content-type="reviewer-name">Robert P. Bowser</named-content>, Barrow Neurological Institute, St. Joseph's Hospital and Medical Center, Phoenix, Pheonix, USA
                            <fn fn-type="conflict">
                                <p>No competing interests were disclosed.</p>
                            </fn>
                        </p>
                    </list-item>
                </list>
            </sec>
        </notes>
    </front>
    <body>
        <sec sec-type="intro">
            <title>Introduction</title>
            <p>Amyotrophic lateral sclerosis (ALS) is an incurable condition, characterised by progressive degeneration of upper and lower motor neurons, resulting in paralysis and death from respiratory failure in a median of 2&#x2013;3 years
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-1">1</xref>
                </sup>. Despite the poor prognosis, there is considerable variation in the survival rate, and up to 10% of people with ALS live for more than 8 years from first symptoms
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-2">2</xref>
                </sup>. Understanding what causes ALS or influences survival is crucial for the development of effective treatments.</p>
            <p>The causes of ALS are largely unknown. Significant advances have been made in understanding the genetic and environmental components of the disease. In this report, we will explore what is known about why some people develop ALS and how the risk factors work together to cause the disease.</p>
        </sec>
        <sec>
            <title>Epidemiological studies of ALS</title>
            <p>The incidence of ALS is about 2 per 100,000 person-years, and the prevalence is about 5 per 100,000 persons
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-3">3</xref>
                </sup>. Because of the low prevalence, the average primary care physician will see 1 person in their lifetime, a typical UK neurologist will diagnose about 2 people a year, while a tertiary referral centre will see more than 100 people. Despite the low incidence, however, ALS is not particularly infrequent. The lifetime risk is about 1 in 300 by the age of 85, with the risk increasing steadily, at least until about the eighth decade of life
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-4">4</xref>,
                    <xref ref-type="bibr" rid="ref-5">5</xref>
                </sup>. This is very similar to the risk for multiple sclerosis in the UK
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-6">6</xref>
                </sup>.</p>
            <p>Tertiary referral centres see sufficient numbers of people that research studies will have adequate power for statistical analysis. However, there is a significant diagnostic delay in ALS, typically about a year, which seems to be independent of healthcare system and is probably related to low recognition by primary care physicians
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-7">7</xref>
                </sup>. As a result, those attending specialist centres tend to be those with a better prognosis, who are younger, and who are more motivated
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-8">8</xref>,
                    <xref ref-type="bibr" rid="ref-9">9</xref>
                </sup>. In contrast, population-based registers capture all cases in a defined catchment population, regardless of attendance at a specialist clinic. Such registers have provided valuable insights into the epidemiology of ALS and offer an unbiased view of the condition
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-10">10</xref>
                </sup>.</p>
            <p>ALS can affect people at any age. The mean age of onset is 56 in clinic registers but 70 in population-based registers. In clinic registers, ALS is more frequent in men, with a male:female ratio of about 3:2, and the ratio becomes more equal with increasing age. In population registers, although the male preponderance is still seen, the ratio may be closer to 1:1, an effect that can be attributed to the greater capture of older people with ALS
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-3">3</xref>
                </sup>.</p>
        </sec>
        <sec>
            <title>What is ALS?</title>
            <p>ALS presents in many different ways (
                <xref ref-type="table" rid="T1">Table 1</xref>), and it has been recognised for many years that the different clinical presentations correspond with differences in survival
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-11">11</xref>,
                    <xref ref-type="bibr" rid="ref-12">12</xref>
                </sup>. Bulbar palsy, in which dysarthria followed by swallowing difficulty is the main presentation, is associated with the worst prognosis, and flail arm or flail leg syndrome, in which there is symmetrical, predominantly flaccid weakness of the limbs, is associated with the best prognosis
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-13">13</xref>
                </sup>. Perhaps surprisingly, statistical methods such as latent class cluster analysis can analyse the same data and identify different clinical subtypes that predict prognosis with far more discrimination than can neurologist classifications
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-13">13</xref>
                </sup>. Most cases of ALS are focal in onset and relentlessly progressive, often to contiguous regions, although there are some exceptions
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-14">14</xref>
                </sup>. The spread could be the result of a &#x201c;prion-like&#x201d; spread of toxic proteins through phagocytosis (consumption of cells by other cells) or possibly through a time-to-failure model
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-15">15</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref-17">17</xref>
                </sup>. Lower motor neuron failure is the main cause of weakness in ALS and can be measured non-invasively to provide data to assess cellular patterns of spread
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-18">18</xref>
                </sup>. Understanding the mechanisms of spread will aid the development of novel therapeutics and may aid models of prognosis.</p>
            <table-wrap id="T1" orientation="portrait" position="anchor">
                <label>Table 1. </label>
                <caption>
                    <title>Clinical presentations of amyotrophic lateral sclerosis.</title>
                </caption>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="1">Classifying
                                <break/>feature</th>
                            <th align="left" colspan="1" rowspan="1">Name of phenotype</th>
                            <th align="left" colspan="1" rowspan="1">Description</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td colspan="1" rowspan="3" valign="top">Motor neuron
                                <break/>involvement</td>
                            <td colspan="1" rowspan="1" valign="top">Amyotrophic lateral
                                <break/>sclerosis (ALS)</td>
                            <td colspan="1" rowspan="1" valign="top">Mixture of upper and lower motor neuron signs on clinical examination.
                                <break/>Degree of certainty of diagnosis based on El Escorial criteria. May
                                <break/>involve up to all regions.</td>
                        </tr>
                        <tr>
                            <td colspan="1" rowspan="1" valign="top">Primary lateral sclerosis
                                <break/>or upper motor neuron
                                <break/>predominant ALS</td>
                            <td colspan="1" rowspan="1" valign="top">Clinical signs limited to upper motor neuron features. Generally slowly
                                <break/>progressive but involving up to all regions. This phenotype is usually
                                <break/>confirmed if there have been no lower motor neuron signs after 4 years.</td>
                        </tr>
                        <tr>
                            <td colspan="1" rowspan="1" valign="top">Progressive muscular
                                <break/>atrophy or lower motor
                                <break/>neuron predominant ALS</td>
                            <td colspan="1" rowspan="1" valign="top">Clinical signs limited to lower motor neuron features. Slightly slower
                                <break/>progression but can involve all regions. This phenotype is usually
                                <break/>confirmed if there have been no upper motor neuron signs after 4 years.</td>
                        </tr>
                        <tr>
                            <td colspan="1" rowspan="2" valign="top">Site of onset</td>
                            <td colspan="1" rowspan="1" valign="top">Bulbar onset</td>
                            <td colspan="1" rowspan="2" valign="top">Site of onset may be included in the description of ALS, as different
                                <break/>disease onset patterns have different rates of progression. The two
                                <break/>categories are bulbar and spinal.</td>
                        </tr>
                        <tr>
                            <td colspan="1" rowspan="1" valign="top">Spinal onset</td>
                        </tr>
                        <tr>
                            <td colspan="1" rowspan="4" valign="top">Disease
                                <break/>focality</td>
                            <td colspan="1" rowspan="1" valign="top">Progressive bulbar palsy</td>
                            <td colspan="1" rowspan="1" valign="top">Condition involving the bulbar region and predominantly lower motor
                                <break/>neurons. May progress to other regions.</td>
                        </tr>
                        <tr>
                            <td colspan="1" rowspan="1" valign="top">Pseudobulbar palsy</td>
                            <td colspan="1" rowspan="1" valign="top">Condition involving the bulbar region and predominantly upper motor
                                <break/>neurons. May progress to other regions.</td>
                        </tr>
                        <tr>
                            <td colspan="1" rowspan="1" valign="top">Flail arm</td>
                            <td colspan="1" rowspan="1" valign="top">Predominantly lower motor neuron proximal symmetrical involvement in
                                <break/>the upper limbs. Some upper motor neuron signs may be seen in the
                                <break/>lower limbs.</td>
                        </tr>
                        <tr>
                            <td colspan="1" rowspan="1" valign="top">Flail leg</td>
                            <td colspan="1" rowspan="1" valign="top">Lower motor neuron distal symmetrical involvement restricted to the lower
                                <break/>limbs. May affect one side only.</td>
                        </tr>
                        <tr>
                            <td colspan="1" rowspan="2" valign="top">Cognitive
                                <break/>involvement</td>
                            <td colspan="1" rowspan="1" valign="top">ALS with cognitive
                                <break/>impairment</td>
                            <td colspan="1" rowspan="1" valign="top">ALS with some cognitive involvement below the threshold criteria for
                                <break/>frontotemporal dementia.</td>
                        </tr>
                        <tr>
                            <td colspan="1" rowspan="1" valign="top">ALS with frontotemporal
                                <break/>dementia (ALS-FTD)</td>
                            <td colspan="1" rowspan="1" valign="top">ALS with frank frontotemporal dementia.</td>
                        </tr>
                    </tbody>
                </table>
            </table-wrap>
            <p>The diagnosis of ALS is clinical, with the support of electrophysiological studies and the exclusion of mimics. In some cases, early diagnosis can be challenging, particularly if weakness is confined to one region for some time or is confined to a subset of motor neurons (upper only or lower only). A sensitive set of electrodiagnostic criteria, the Awaji criteria, can be particularly useful in the early diagnosis of people with bulbar onset disease, which is important because of the need for sooner gastrostomy when swallowing is affected early
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-19">19</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref-22">22</xref>
                </sup>.</p>
            <p>ALS is classified for research purposes by the El Escorial criteria and their revisions, which improve homogeneity in recruitment for clinical trials and other clinical studies
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-23">23</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref-26">26</xref>
                </sup>. ALS progression is measured functionally using the ALS Functional Rating Scale &#x2013; Revised, which uses 12 questions scored between 0 (no function) and 4 (full function) to generate a summary score
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-27">27</xref>
                </sup>. The scale is widely used but has some limitations, since the subscores correlate more accurately with progression in different clinical subtypes
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-28">28</xref>
                </sup>.</p>
            <p>Disease staging allows a simple description of the extent of physical or functional involvement in an affected person and guides management. Such systems have been in widespread use in cancer for years. In ALS, two recent staging systems have been proposed: King&#x2019;s clinical staging and Milano-Torino staging (MiToS)
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-29">29</xref>,
                    <xref ref-type="bibr" rid="ref-30">30</xref>
                </sup>. The King&#x2019;s system is similar to cancer staging in that the clinical spread of disease is used to infer the extent of disease progression. Spread is defined as involvement producing signs or symptoms in the El Escorial domains (1 domain is stage 1, 2 domains is stage 2, and 3 domains is stage 3), with respiratory or nutritional failure characterising stage 4. The ALS functional rating scale can be used to estimate the King&#x2019;s stage with 92% correlation
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-31">31</xref>
                </sup>. MiToS uses the ALS functional rating scale subscores to define functional stage
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-29">29</xref>
                </sup>. Each system has benefits in describing ALS stage succinctly. The two disease staging systems are complementary
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-32">32</xref>
                </sup>. King&#x2019;s staging summarises the clinical or anatomical spread of disease. Mapping disease progression to clinical stage rather than survival could be used as a secondary endpoint in clinical trials, which would shorten trial durations and provide meaningful information on which stage of the disease is prolonged by an effective therapy
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-33">33</xref>
                </sup>. MiToS summarises the functional burden of disease. It would therefore be useful in showing a functional benefit in clinical trials. Comparison of the systems shows that functional stage lags behind clinical stage, reflecting the functional reserve available in an affected limb, and it has been proposed that a combined stage is used, as is standard in cancer, along the lines of K3M2, which would mean King&#x2019;s stage 3, MiToS stage 2
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-32">32</xref>,
                    <xref ref-type="bibr" rid="ref-34">34</xref>
                </sup> (
                <xref ref-type="fig" rid="f1">Figure 1</xref>).</p>
            <fig fig-type="figure" id="f1" orientation="portrait" position="float">
                <label>Figure 1. </label>
                <caption>
                    <title>The time course of amyotrophic lateral sclerosis (ALS).</title>
                    <p>Time is represented along the x-axis; physical health and molecular damage are represented along the y-axis. With time, molecular damage increases in a step-wise way until it reaches a threshold, at which point physical health declines, representing disease onset. People with a family history of ALS may have a large genetic predisposition to ALS and so need fewer steps to reach the level of molecular damage that causes disease, corresponding to a younger age of onset. Lack of exposure to sufficient risk factors means that the disease does not manifest, even if a genetic cause is present, explaining reduced penetrance. There is not a 1:1 mapping of risk factors and steps, as the steps represent molecular hits that lead to cellular damage rather than actual exposures. Once physical symptoms have started, progression shows a log-linear decline until the onset of respiratory symptoms, where decline is exponential. Clinical and functional involvement can be measured by the King&#x2019;s clinical staging and Milano-Torino staging (MiToS) systems. A dotted line represents the hypothetical trajectory in an unaffected individual. Black arrows represent genetic and environmental risk factors. Numbers indicate remaining molecular hits until disease onset.</p>
                </caption>
                <graphic orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/11289/507d8da6-e1ea-4512-aabe-ebf59edcd3c8_figure1.gif"/>
            </fig>
            <p>It is now recognised that ALS involves non-motor systems
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-35">35</xref>
                </sup>. Between 30 and 50% of people have cognitive impairment detectable on formal testing, resulting from involvement of the frontotemporal circuits
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-36">36</xref>,
                    <xref ref-type="bibr" rid="ref-37">37</xref>
                </sup>. Frank frontotemporal dementia occurs in about 5%, and in some families, people may have ALS, frontotemporal dementia, or both
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-36">36</xref>,
                    <xref ref-type="bibr" rid="ref-38">38</xref>,
                    <xref ref-type="bibr" rid="ref-39">39</xref>
                </sup>. The clinical impact of frontotemporal impairment in ALS is now more easily recognised because of recent advances in the tools available to detect it, such as the Edinburgh cognitive assessment score (ECAS)
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-40">40</xref>,
                    <xref ref-type="bibr" rid="ref-41">41</xref>
                </sup>. Other neurodegenerative diseases have also been linked to ALS, including spinocerebellar ataxia, in which case studies have reported the co-occurrence of ALS and cerebellar degeneration
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-42">42</xref>
                </sup>. Schizophrenia may be more frequent in families with ALS, and there may also be an increased frequency of multiple sclerosis
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-43">43</xref>,
                    <xref ref-type="bibr" rid="ref-44">44</xref>
                </sup>. In many of these cases, genetic factors are responsible for some of the risk. For example, pathological expansion of a repeat sequence in the 
                <italic toggle="yes">C9orf72</italic> gene is associated with ALS, frontotemporal dementia, or both, and the same mutation may increase the risk of schizophrenia, Parkinson&#x2019;s disease, and multiple sclerosis
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-45">45</xref>
                </sup>. Expansion of a repeat sequence in the 
                <italic toggle="yes">ATXN2</italic> gene is associated with ALS or, if more than 30 repeats are involved, with spinocerebellar ataxia
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-46">46</xref>
                </sup>. Autonomic, skin, and eye movement changes are also seen. Thus, ALS is a neurodegenerative disease in which the brunt falls on the motor system, but, as for many other neurodegenerations, the clinical syndrome is also dispersed through other anatomical and physiological systems.</p>
        </sec>
        <sec>
            <title>Understanding prognostic factors in ALS</title>
            <p>Respiratory impairment is usually an end-stage event in ALS. Despite this, because respiratory function is difficult to measure reliably with non-invasive methods, measurement of respiratory function is generally used as a guide to the use of respiratory support rather than prognostication
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-47">47</xref>
                </sup>. There have been many attempts at prognostic modelling, using either clinical features alone or biological markers such as albumin, creatinine, or neurofilament levels
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-48">48</xref>,
                    <xref ref-type="bibr" rid="ref-49">49</xref>
                </sup>. Most studies find that longer survival is associated with younger age at symptom onset, presentation with limb dysfunction rather than swallowing or speech disturbance, and specific forms of ALS such as symmetrical patterns (e.g. flail arm syndrome) or upper motor neuron predominant forms
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-50">50</xref>
                </sup>. Conversely, cognitive impairment comprising executive dysfunction, rapid weight loss, and respiratory involvement at first examination, although not necessarily respiratory onset, predict a poor prognosis
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-51">51</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref-58">58</xref>
                </sup>. The best predictor of slow progression, however, appears to be a long interval between symptom onset and diagnosis, probably because this reflects the rate of disease progression overall
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-59">59</xref>
                </sup>. Genetic variations have been associated with survival duration, with the best studied being variation in the 
                <italic toggle="yes">UNC13A</italic> gene
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-60">60</xref>,
                    <xref ref-type="bibr" rid="ref-61">61</xref>
                </sup>. Variation in the 
                <italic toggle="yes">CAMTA1</italic> gene has also been associated with survival
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-62">62</xref>
                </sup>. Furthermore, some risk genes harbour variants that are themselves predictors of prognosis. For example, the p.Asp91Ala variation of the 
                <italic toggle="yes">SOD1</italic> gene is associated with very slow progression
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-63">63</xref>,
                    <xref ref-type="bibr" rid="ref-64">64</xref>
                </sup>, while the p.Ala5Val variant is associated with aggressive disease
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-65">65</xref>
                </sup>. Statistical models can be used to provide clinically useful information for patients, the strongest message being that survival is extremely unreliably predicted in individuals, even though patterns can be seen in the data
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-54">54</xref>,
                    <xref ref-type="bibr" rid="ref-57">57</xref>,
                    <xref ref-type="bibr" rid="ref-66">66</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref-68">68</xref>
                </sup>.</p>
        </sec>
        <sec>
            <title>Genetics and ALS</title>
            <p>There are now more than 25 genes in which an association with ALS has been replicated, with the rate of gene discovery doubling every 4 years (
                <ext-link ext-link-type="uri" xlink:href="http://alsod.iop.kcl.ac.uk">http://alsod.iop.kcl.ac.uk</ext-link>)
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-69">69</xref>
                </sup>. In up to 10% of people, there is a family history of ALS in a first-degree relative, but detailed genealogical studies extending to more distant relatives and including related diagnoses suggest that more than 20% have a relevant family history. The genes responsible for familial ALS have now been identified for about 70% of all cases, but there is a significant genetic component, even in those without a family history. Twin studies suggest the heritability is about 60%, and nearly every familial ALS gene has also been implicated in apparently sporadic ALS
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-70">70</xref>,
                    <xref ref-type="bibr" rid="ref-71">71</xref>
                </sup>. Furthermore, statistical analysis shows that the distinction between familial and sporadic ALS is not clear-cut, and large-scale genome-wide association studies (GWAS) show that the genetic architecture of sporadic ALS is one in which rare variation, more usually associated with familial disease, is disproportionately important
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-72">72</xref>,
                    <xref ref-type="bibr" rid="ref-73">73</xref>
                </sup>.</p>
            <p>The most recent GWAS of ALS identified four new associations, three of which were successfully replicated
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-73">73</xref>
                </sup>. An interesting feature of the study was that even though this was a study of people with apparently sporadic ALS, there were associations in genes previously identified from family-based studies &#x2013; 
                <italic toggle="yes">C9orf72</italic>, 
                <italic toggle="yes">TBK1</italic>, and 
                <italic toggle="yes">NEK1</italic> &#x2013; further supporting the notion that familial and sporadic ALS are not mutually exclusive categories but rather a spectrum
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-74">74</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref-76">76</xref>
                </sup>. These three genes all harbour variants that are moderately penetrant. In other words, carrying a disease-associated variant does not mean ALS will inevitably follow. Current thinking is that common diseases are the consequence of the additive effects of small increases in risk from multiple common variations (polygenic), and rare diseases are the consequence of single gene variants that are themselves rare but have a large effect on the probability of disease (monogenic). For example, height and schizophrenia are polygenic traits, while Huntington&#x2019;s disease and Kennedy&#x2019;s disease are monogenic diseases. ALS sits somewhere between these two extremes, with a lifetime prevalence that is far greater than is typical for a monogenic disease but far less than a common disease, and it is perhaps, therefore, to be expected that its genetic architecture also seems to sit somewhere between polygenic effects and monogenic high-penetrance disease.</p>
            <p>There are three genes that have had a major impact on our understanding of ALS. ALS-linked dominant mutations in the superoxide dismutase gene 
                <italic toggle="yes">SOD1</italic> were first identified in 1993, and since then mutations have been found in every exon of the gene
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-77">77</xref>
                </sup>. The SOD1 protein is a free radical scavenger, and loss of function, increasing free radical damage in cells, is a logical hypothesis to consider. However, several well-characterised 
                <italic toggle="yes">SOD1</italic> variants do not lead to a reduction in dismutase activity, and the evidence instead supports a toxic gain of function
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-78">78</xref>
                </sup>. Transgenic 
                <italic toggle="yes">SOD1</italic> mice develop a motor neuron degeneration and have been used to model the disease for treatment development
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-79">79</xref>
                </sup>. The second important ALS gene is 
                <italic toggle="yes">TARDBP</italic>, which codes for TDP-43, a protein regulating RNA expression and the major component of intracellular inclusions in ALS. The discovery of ALS-linked mutations in this gene was the first of many showing RNA processing defects to be important in ALS pathogenesis and, importantly, showed that the TDP-43 inclusions were not simply a passive marker of neuronal death but a crucial part of the disease pathway
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-80">80</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref-82">82</xref>
                </sup>. The third important genetic finding in ALS was of linkage
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-83">83</xref>,
                    <xref ref-type="bibr" rid="ref-84">84</xref>
                </sup> and then association
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-85">85</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref-87">87</xref>
                </sup> of a locus on chromosome 9, which led researchers to the identification of a massive expansion of a hexanucleotide repeat in intron 1 of the 
                <italic toggle="yes">C9orf72</italic> gene
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-88">88</xref>,
                    <xref ref-type="bibr" rid="ref-89">89</xref>
                </sup>. This is the most frequent cause of ALS, being responsible for about 30% of familial and up to 10% of sporadic cases.</p>
            <p>The focus of genetic research in ALS in the immediate future is therefore on rare variation. This is best discovered through high-throughput sequencing, and this technique has already identified several familial ALS genes. The major challenge facing researchers is how to interpret the findings, since the identification of a rare variant in an ALS gene is not in itself strong evidence of relevance in that individual, and over-representation of rare variation in cases over controls in a particular gene does not provide sufficient information for genetic counselling on a specific variant
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-90">90</xref>
                </sup>. The amount of heritability explained by genetic information captured on genome-wide microarrays is about 12%, implying that the remainder is in rare variants and other types of genetic variation such as copy number variation, microsatellite repeats, post-transcriptional RNA editing, and epigenetic changes
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-91">91</xref>
                </sup>. These are likely to be the next targets of ALS genetics research and are reliant on international research consortia. Project MinE is one such global collaboration that aims to analyse DNA from at least 15,000 people with ALS and 7,500 controls (
                <ext-link ext-link-type="uri" xlink:href="https://www.projectmine.com/">https://www.projectmine.com/</ext-link>).</p>
        </sec>
        <sec>
            <title>Environmental risk factors</title>
            <p>In contrast to genetics, environmental risk factors for ALS have been more difficult to identify. Such studies are expensive to perform but difficult to fund and are heavily reliant on recall
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-92">92</xref>
                </sup>. As a result, they are susceptible to bias. Furthermore, unlike genome-wide analyses, in which a hypothesis-generating approach can be taken, it is not straightforward to assay all possible environmental factors, and so a selected subset of assumed risk factors is tested. Smoking has been associated with increased risk of ALS in some studies and may hold a higher risk in some subgroups
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-93">93</xref>
                </sup>. Occupation, particularly military service with deployment, has been associated with risk of ALS, but the evidence mainly comes from the US, where there are large military datasets
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-94">94</xref>
                </sup>. Physical activity is another widely studied risk factor, partly because of a number of high-profile sports players who have had ALS and because of people with ALS having a low BMI on presentation and higher levels of leisure sports participation
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-95">95</xref>
                </sup>. It is not clear whether having higher levels of physical activity raises the risk of ALS and, if it does, whether it is the activity itself or being genetically predisposed to high sporting prowess that is the mechanism
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-96">96</xref>
                </sup>. Similarly, electric shock is not a risk factor in some analyses but is in others
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-97">97</xref>,
                    <xref ref-type="bibr" rid="ref-98">98</xref>
                </sup>. There is mixed evidence for the involvement of chemicals, such as heavy metals, ambient aromatic hydrocarbons, pesticides, and cyanotoxins
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-99">99</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref-103">103</xref>
                </sup>. Trauma, including head injury, also appears to be a risk factor in meta-analysis
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-104">104</xref>
                </sup>.</p>
        </sec>
        <sec>
            <title>Inflammation and ALS</title>
            <p>Evidence of an immuno-inflammatory component in ALS pathogenesis is compelling
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-105">105</xref>,
                    <xref ref-type="bibr" rid="ref-106">106</xref>
                </sup>. A pathological hallmark of the neuroinflammation is prominent microglia activation at involved sites. T-regulatory lymphocytes (Tregs) are important immunomodulatory cells that regulate the balance between activation and suppression of the immune response and control the microglia in the central nervous system: specifically, pushing them towards a state in which remodeling and repair activities are activated. Defects in Treg levels or function have been found in ALS patients, becoming more frequent as the disease progresses. Treg levels are inversely correlated with disease severity, so that lower levels are seen in more severe disease, and survival is worse in those with Treg defects
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-105">105</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref-109">109</xref>
                </sup>. Studies are now underway to explore immune therapies that might improve Treg function and therefore improve survival.</p>
        </sec>
        <sec>
            <title>Retroviruses and ALS</title>
            <p>Poliovirus and other enteroviruses can cause a post-infectious myelitis with subsequent paralysis, and HIV infection can result in an ALS-like syndrome. Studies of serum and cerebrospinal fluid from ALS patients suggested that an activated endogenous retrovirus was associated with ALS
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-110">110</xref>
                </sup>. Recently, the sequence has been identified as possibly HERV-K, an endogenous retrovirus that exists as an open reading frame in the human genome
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-111">111</xref>
                </sup>. In mice, the 
                <italic toggle="yes">env</italic> protein component of HERV-K is toxic to motor neurons. There is no evidence that HERV-K is causative of the disease in humans, but studies are now underway to explore if antiretrovirals might slow progression and improve survival in ALS.</p>
        </sec>
        <sec sec-type="conclusions">
            <title>Conclusion</title>
            <p>The apparently homogeneous phenotype of predominantly motor degeneration that is ALS can result from many different causes: genetic, epigenetic, environmental, and internal. Thus, many different pathways converge on the final outcome of upper and lower motor neuron death. Careful analysis of incidence data in European population registers shows that, on average, each pathway comprises six molecular steps
                <sup>
                    
                    <xref ref-type="bibr" rid="ref-112">112</xref>
                </sup> (see 
                <xref ref-type="fig" rid="f1">Figure 1</xref>). The model explains many otherwise enigmatic features of ALS, such as the increasing risk with age, genetic pleiotropy (the same gene variation can result in different diseases), age-dependent penetrance of disease genes, the difficulty in identifying a single environmental cause, the observation that ALS appears to start in one region and spread, and that it is specific to motor neurons but can affect other cell types. The next challenge is to understand the extent to which the pathways overlap and therefore might be amenable to a common treatment strategy. Although ALS remains a uniformly fatal diagnosis, accelerating advances in our understanding bring the hope that an effective treatment can be found for this devastating disease.</p>
        </sec>
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