<?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.40338.2</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>The diagnostic yield of whole exome sequencing as a first approach in consanguineous Omani renal ciliopathy syndrome patients</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 2; peer review: 2 approved]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Al Alawi</surname>
                        <given-names>Intisar</given-names>
                    </name>
                    <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/">Writing &#x2013; Original Draft Preparation</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-6674-7276</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>Al Riyami</surname>
                        <given-names>Mohammed</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <uri content-type="orcid">https://orcid.org/0000-0003-3698-5609</uri>
                    <xref ref-type="aff" rid="a3">3</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Barroso-Gil</surname>
                        <given-names>Miguel</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Investigation</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>Powell</surname>
                        <given-names>Laura</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Investigation</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>Olinger</surname>
                        <given-names>Eric</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Software</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0000-0003-1178-7980</uri>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Al Salmi</surname>
                        <given-names>Issa</given-names>
                    </name>
                    <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/">Supervision</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-3443-5972</uri>
                    <xref ref-type="aff" rid="a4">4</xref>
                    <xref ref-type="aff" rid="a5">5</xref>
                </contrib>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Sayer</surname>
                        <given-names>John A.</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Funding Acquisition</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/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Validation</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/0000-0003-1881-3782</uri>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a1">1</xref>
                    <xref ref-type="aff" rid="a5">5</xref>
                    <xref ref-type="aff" rid="a6">6</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, Tyne and Wear, NE13BZ, UK</aff>
                <aff id="a2">
                    <label>2</label>National Genetic Center, Ministry of Health, Muscat, Oman</aff>
                <aff id="a3">
                    <label>3</label>Pediatric Nephrology Unit, Department of Child Health, Ministry of Health Royal Hospital, Muscat, Oman</aff>
                <aff id="a4">
                    <label>4</label>Renal Medicine Department, Oman Medical Speciality Board, Muscat, Oman</aff>
                <aff id="a5">
                    <label>5</label>The Newcastle Upon Tyne Hospitals NHS Foundation Trust, Muscat, Oman</aff>
                <aff id="a6">
                    <label>6</label>Newcastle Biomedical Research Centre, NIHR, Newcastle upon Tyne, Tyne and Wear, NE45PL, UK</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:john.sayer@ncl.ac.uk">john.sayer@ncl.ac.uk</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>7</day>
                <month>7</month>
                <year>2021</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2021</year>
            </pub-date>
            <volume>10</volume>
            <elocation-id>207</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>1</day>
                    <month>7</month>
                    <year>2021</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2021 Al Alawi I et al.</copyright-statement>
                <copyright-year>2021</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <self-uri content-type="pdf" xlink:href="https://f1000research.com/articles/10-207/pdf"/>
            <abstract>
                <p>
                    <bold>Background:</bold> Whole exome sequencing (WES) is becoming part of routine clinical and diagnostic practice. In the investigation of inherited cystic kidney disease and renal ciliopathy syndromes, WES has been extensively applied in research studies as well as for diagnostic utility to detect various novel genes and variants. The yield of WES critically depends on the characteristics of the patient population.</p>
                <p>
                    <bold>Methods:</bold> In this study, we selected 8 unrelated Omani children, presenting with renal ciliopathy syndromes with a positive family history and originating from consanguineous families. We performed WES in affected children to determine the genetic cause of disease and to test the yield of this approach, coupled with homozygosity mapping, in this highly selected population. </p>
                <p>DNA library construction and WES was carried out using SureSelect Human All Exon V6 Enrichment Kit and Illumina HiSeq platform. For variants filtering and annotation Qiagen Variant Ingenuity tool was used. Nexus copy number software from BioDiscovery was used for evaluation of copy number variants and whole gene deletions. Patient and parental DNA was used to confirm mutations and the segregation of alleles using Sanger sequencing.</p>
                <p>
                    <bold>Results:</bold> Genetic analysis identified 4 potential causative homozygous variants each confirmed by Sanger sequencing in 4 clinically relevant ciliopathy syndrome genes, (
                    <italic toggle="yes">TMEM231</italic>, 
                    <italic toggle="yes">TMEM138</italic>, 
                    <italic toggle="yes">WDR19</italic> and 
                    <italic toggle="yes">BBS9</italic>), leading to an overall diagnostic yield of 50%.</p>
                <p>
                    <bold>Conclusions:</bold> WES coupled with homozygosity mapping provided a diagnostic yield of 50% in this selected population. This genetic approach needs to be embedded into clinical practise to allow confirmation of clinical diagnosis, to inform genetic screening as well as family planning decisions. Half of the patients remain without diagnosis highlighting the technical and interpretational hurdles that need to be overcome in the future.</p>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>renal ciliopathy</kwd>
                <kwd>cystic kidney disease</kwd>
                <kwd>Oman</kwd>
                <kwd>whole exomes sequencing</kwd>
            </kwd-group>
            <funding-group>
                <award-group id="fund-1">
                    <funding-source>Early Postdoc Mobility Stipendium of the Swiss National Science Foundation</funding-source>
                    <award-id>P2ZHP3_195181</award-id>
                </award-group>
                <award-group id="fund-2">
                    <funding-source>Medical Research Council Discovery Medicine North Training Partnership</funding-source>
                </award-group>
                <award-group id="fund-3">
                    <funding-source>The Northern Counties Kidney Research Fund, UK</funding-source>
                </award-group>
                <award-group id="fund-4">
                    <funding-source>The Research Council Grant, Oman</funding-source>
                    <award-id>ORG/HSS/14/015</award-id>
                </award-group>
                <award-group id="fund-5">
                    <funding-source>Kidney Research UK</funding-source>
                    <award-id>ST_001_20171120</award-id>
                    <award-id>Paed_RP_001_20180925</award-id>
                </award-group>
                <award-group id="fund-6">
                    <funding-source>The Ministry of Health, Oman</funding-source>
                </award-group>
                <funding-statement>Al Alawi was supported by the Ministry of Health and The Research Council Grant (ORG/HSS/14/ 015), Oman. MB-G is funded by Kidney Research UK (ST_001_20171120) and the Northern Counties Kidney Research Fund. LP is funded by the Medical Research Council Discovery Medicine North Training Partnership. EO is supported by an Early Postdoc Mobility Stipendium of the Swiss National Science Foundation (P2ZHP3_195181) and Kidney Research UK (Paed_RP_001_20180925). JAS is funded by Kidney Research UK and the Northern Counties Kidney Research Fund.</funding-statement>
                <funding-statement>
                    <italic>The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.</italic>
                </funding-statement>
            </funding-group>
        </article-meta>
        <notes>
            <sec sec-type="version-changes">
                <label>Revised</label>
                <title>Amendments from Version 1</title>
                <p>In this new version we have added a new table (table 3) which details variants that were observed in the 4 unsolved cases of renal ciliopathies in children from Oman. We present a list of variants in cystogenes that may be contributing to the phenotype but are not sufficient enough on their own to verify as solved. This addition data provides a useful discussion of the use of whole exome sequencing as a first line diagnostic approach. We have expanded the discussion to include the points regarding assess variants at &#x00a0;RNA level, validating whole exome sequence findings by Sanger sequencing and determining pathogenicity of genomic variants at the transcriptome level.</p>
            </sec>
        </notes>
    </front>
    <body>
        <sec sec-type="intro">
            <title>Introduction</title>
            <p>There are over 750 million people worldwide affected with chronic kidney disease (CKD), a disease burden that is much higher than those living with diabetes, cancer or even AIDS/HIV
                <sup>
                    <xref ref-type="bibr" rid="ref-1">1</xref>
                </sup>. Inherited kidney diseases and renal ciliopathy syndromes are one of the major contributors to CKD burden, where up to 10% of adults and over 70% of children reaching end stage kidney disease (ESKD) are expected to harbour genetic causes
                <sup>
                    <xref ref-type="bibr" rid="ref-2">2</xref>
                </sup>. Renal ciliopathy syndromes typically lead to cystic kidney disease and include autosomal dominant polycystic kidney disease, autosomal recessive polycystic kidney disease and nephronophthisis, with a growing number of genetic causes implicated. The most common genetic causes of autosomal recessive renal ciliopathies would include 
                <italic toggle="yes">PKHD1</italic>, 
                <italic toggle="yes">NPHP1</italic>, 
                <italic toggle="yes">INVS</italic>, 
                <italic toggle="yes">NPHP3</italic>, 
                <italic toggle="yes">NPHP4</italic>, 
                <italic toggle="yes">IQCB1</italic>, 
                <italic toggle="yes">CEP290</italic> and 
                <italic toggle="yes">TMEM67</italic>
                <sup>
                    <xref ref-type="bibr" rid="ref-3">3</xref>
                </sup>. However, studying such rare diseases has considerable challenges mainly due to the small size of patient cohorts negatively affecting progress of treatments and commercial feasibility. Collaborative research and progress of new technologies and methodologies are strategic to overcoming these challenges.</p>
            <p>WES is becoming part of routine clinical and diagnostic practice
                <sup>
                    <xref ref-type="bibr" rid="ref-2">2</xref>
                </sup>. Focusing only on protein-coding regions through WES decreases the sequencing costs and produces manageable genetic data for interpretation, which enhances its extensive usage in diagnosis leading to the discovery of previously unrecognized renal disease genes and disorders
                <sup>
                    <xref ref-type="bibr" rid="ref-2">2</xref>,
                    <xref ref-type="bibr" rid="ref-4">4</xref>
                </sup>. In the case of heterogeneous renal ciliopathies, WES has been extensively applied in research studies as well as for diagnostic utility to detect various novel genes and variants
                <sup>
                    <xref ref-type="bibr" rid="ref-5">5</xref>,
                    <xref ref-type="bibr" rid="ref-6">6</xref>
                </sup>. In this study, WES was used to determine the genetic causes of cystic kidney disease and renal ciliopathy syndromes in a group of 8 unrelated Omani children from consanguineous families, carefully selected with regard to clinical phenotype and in whom no genetic testing had previously been performed.  As this study shows, the focus of nephrogenetics in Oman is primarily to establish an accurate genetic diagnosis to explain clinical phenotypes using the significantly improved diagnostic power of genomic technologies.</p>
        </sec>
        <sec sec-type="methods">
            <title>Methods</title>
            <sec>
                <title>Ethical approvals and patients&#x2019; inclusion and clinical evaluation</title>
                <p>This study was approved by the North East-Newcastle &amp; North Tyneside 1 Research Ethics Committee (18/NE/350).</p>
                <p>Patients were identified and recruited from paediatric referrals for investigation of inherited kidney disease to the nephrology services within the Ministry of Health Hospital, Muscat, Oman between 2015 and 2018. Whole blood (1.5-2.5 ml in EDTA) samples were collected specifically for this study and used for extraction of genomic DNA. DNA samples from affected and other family members were given an anonymised sample number. All patients had clinical features strongly suggestive of an inherited renal ciliopathy. Written and informed consent was obtained from the parents / guardians of each patient, and any family members (including parents and siblings) involved in this study.</p>
                <p>Clinical information relating to patient presentation, phenotype and family pedigree structure, with an emphasis on familial kidney disease was obtained, following informed consent for access to the medical records. Family pedigrees were drawn using Invitae
                    <sup>&#x00a9;</sup> online tool (
                    <ext-link ext-link-type="uri" xlink:href="https://familyhistory.invitae.com">https://familyhistory.invitae.com</ext-link>).</p>
            </sec>
            <sec>
                <title>DNA isolation, library preparation and exome sequencing</title>
                <p>gDNA was isolated from whole blood of patients and the available family members using Hamilton&#x2019;s Microlab&#x00ae; STAR&#x2122;, according to the manufacturer protocol. DNA extraction was performed in the National Genetic Centre in Oman. DNA library construction and WES were outsourced to EuroFins GATC Biotech (Germany) or Novogene Co., Ltd (China). SureSelect Human All Exon V6 Enrichment Kit (Agilent Technologies, CA, USA) and Illumina HiSeq platform (Illumina, San Diego, CA, USA) were used. Analyses of raw data (FASTQ format) were performed including sequence reads mapping to the human reference genome hg19 using BWA (Li and Durbin, 2009), removal of PCR duplicates using Picard (
                    <ext-link ext-link-type="uri" xlink:href="http://broadinstitute.github.io/picard/">http://broadinstitute.github.io/picard/</ext-link>), alignment refinement using GATK, coverage analysis and SNP and indel calling using GATK&#x2019;s Haplotype Caller (McKenna 
                    <italic toggle="yes">et al.</italic>, 2010).</p>
            </sec>
            <sec>
                <title>Variant and CNV detection and annotation</title>
                <p>SNP and indel VCF files were investigated using Qiagen Variant Ingenuity tool for variants filtration and annotation. Nexus copy number software from BioDiscovery (9.0) was used for CNVs analysis and visualization. To detect regions of homozygosity, WES genotype data were used to create homozygosity mapping using the online homozygosity mapper tool (
                    <ext-link ext-link-type="uri" xlink:href="http://www.homozygositymapper.org/">http://www.homozygositymapper.org/</ext-link>).</p>
            </sec>
            <sec>
                <title>Variant validation by Sanger sequencing</title>
                <p>Sanger sequencing was utilized to confirm suspected disease-causing variants and their segregation if DNA samples from parents and other family members were available. Primer3 was utilized to design primer sequences (
                    <ext-link ext-link-type="uri" xlink:href="http://primer3.ut.ee/">http://primer3.ut.ee/</ext-link>) (Extended Data Table 1
                    <sup>
                        <xref ref-type="bibr" rid="ref-7">7</xref>
                    </sup>). PCR amplification was performed using 
                    <italic toggle="yes">Taq</italic> PCR master mix (Qiagen) kit, as per the manufacturer instructions. Sanger sequencing was outsourced to EuroFins GATC Biotech (Germany). The obtained sequences were assembled and aligned compared to a reference sequence using the SequencePilot 4.2.2 software (JSI Medical Systems GmbH).</p>
            </sec>
        </sec>
        <sec sec-type="results">
            <title>Results</title>
            <sec>
                <title>Patient characteristics</title>
                <p>WES was carried out for 8 unrelated paediatric patients with an age range of 3 months to 6 years of age (5 female, 3 male) with a clinical suspicion of a renal ciliopathy syndrome and known consanguinity as demonstrated by pedigree diagrams (Extended data Figure 1
                    <sup>
                        <xref ref-type="bibr" rid="ref-7">7</xref>
                    </sup>). This was a diagnostic-na&#x00ef;ve population without prior genetic analysis. Patients had a variety of clinical features, renal and extra-renal, with 5 probands reaching ESKD within 5 years of life (
                    <xref ref-type="table" rid="T1">Table 1</xref>). Seven out of 8 had a positive family history of kidney disease and 6 had extra-renal manifestations typical of ciliopathy syndromes which included Senior-L&#x00f8;ken syndrome, Joubert syndrome, Meckel syndrome and Bardet-Biedl syndrome (
                    <xref ref-type="table" rid="T1">Table 1</xref>). </p>
                <table-wrap id="T1" orientation="portrait" position="anchor">
                    <label>Table 1. </label>
                    <caption>
                        <title>Clinical characteristics of Omani patients.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Patient
                                    <break/>ID</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Gender</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Age at
                                    <break/>referral</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Clinical features</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Additional clinical
                                    <break/>features</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">CKD stage</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Family
                                    <break/>history
                                    <break/>of kidney
                                    <break/>disease</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Parental
                                    <break/>consanguinity</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">M43</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">F</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3 y</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Nephronophthisis</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">DD, right hip
                                    <break/>dysplasia, failure to
                                    <break/>thrive.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">5 (ESKD at 3 y)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Yes</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Yes</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">M44</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">F</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2 y</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Cystic kidney disease</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Hypertension, liver
                                    <break/>fibrosis</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">5 (ESKD at 2 y)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Yes</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Yes</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">M46</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">F</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3 m</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Meckel syndrome with
                                    <break/>cystic kidneys</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Dysmorphic
                                    <break/>features, occipital
                                    <break/>encephalocele,
                                    <break/>polydactyly,
                                    <break/>diaphragmatic hernia</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">5 (ESRD at 1 y)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Yes</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Yes</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">M47</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">F</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">5 y</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Cystic kidney disease</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Retinitis pigmentosa,
                                    <break/>conductive hearing
                                    <break/>loss</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">5 (ESKD at 5 y)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Yes</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Yes</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">M48</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">M</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3 y</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Joubert syndrome with
                                    <break/>cystic kidneys</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">DD, hypotonia, poor
                                    <break/>visual acuity, brain
                                    <break/>MRI showed molar
                                    <break/>tooth malformation</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Yes</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Yes</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">P3</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">M</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3 y</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Cystic kidney disease</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"/>
                                <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">No</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Yes</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">P18</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">M</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">6 y</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Nephronophthisis</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Hypertension, DD and
                                    <break/>retinal dystrophy.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">5 (ESKD at 5 y)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Yes</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Yes</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">N36</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">F</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1 y</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Cystic kidney disease</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Post-axial polydactyly</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Yes</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Yes</td>
                            </tr>
                        </tbody>
                    </table>
                    <table-wrap-foot>
                        <fn>
                            <p>CKD, chronic kidney disease; DD, developmental delay; ESKD, end stage kidney disease; F, female; M, male; m, month; y, year.</p>
                        </fn>
                    </table-wrap-foot>
                </table-wrap>
            </sec>
            <sec>
                <title>Exome sequencing data</title>
                <p>Quality control of WES revealed that &gt;99% of the reads were properly mapped to the reference genome. The details of the depth, coverage and target sequences covered are summarized in Extended data Table 2
                    <sup>
                        <xref ref-type="bibr" rid="ref-7">7</xref>
                    </sup>. The average coverage depth was 145.9. Comparable coverage of target coding regions was achieved among the 8 cases with an average of 96.4% of the exome being covered at least 20-fold (Extended data Table 2
                    <sup>
                        <xref ref-type="bibr" rid="ref-7">7</xref>
                    </sup>). Homozygosity mapping of all patients confirmed large regions of homozygosity, typical of known parental consanguinity (Extended data Figure 2
                    <sup>
                        <xref ref-type="bibr" rid="ref-7">7</xref>
                    </sup>).</p>
            </sec>
            <sec>
                <title>Molecular genetic findings</title>
                <p>A molecular genetic diagnosis was obtained in 4 out of the 8 patients (
                    <xref ref-type="fig" rid="f1">Figure 1</xref>), leading to an overall diagnostic yield of 50% (
                    <xref ref-type="table" rid="T2">Table 2</xref>). Four different homozygous single nucleotide variants (SNVs) were detected in 4 known ciliopathy genes (
                    <italic toggle="yes">TMEM231</italic>, 
                    <italic toggle="yes">TMEM138</italic>, 
                    <italic toggle="yes">WDR19</italic> and 
                    <italic toggle="yes">BBS9</italic>) and were confirmed by Sanger sequencing (
                    <xref ref-type="fig" rid="f1">Figure 1</xref>). Three of the mutations were missense mutations affecting highly conserved amino acids (Extended Data Figure 3
                    <sup>
                        <xref ref-type="bibr" rid="ref-7">7</xref>
                    </sup>) whilst the fourth was a splice-site mutation (
                    <xref ref-type="fig" rid="f2">Figure 2</xref>). All tested samples were examined for mutations in ACMG actionable genes but none were identified.</p>
                <fig fig-type="figure" id="f1" orientation="portrait" position="float">
                    <label>Figure 1. </label>
                    <caption>
                        <title>Family structures and Sanger sequencing in solved renal ciliopathy cases.</title>
                        <p>Pedigrees of solved families with Sanger sequecing chromatograms confirming the disease causative variants that were identified by WES in four families. 
                            <bold>A</bold>. M46 with homozygous missense variant in 
                            <italic toggle="yes">TMEM231</italic>. 
                            <bold>B</bold>. M48 with homozygous missense variant in 
                            <italic toggle="yes">TMEM138</italic>. 
                            <bold>C</bold>. P18 with homozygous missense variant in 
                            <italic toggle="yes">WDR19</italic> 
                            <bold>D</bold>. N36 with homozygous splice site variant in 
                            <italic toggle="yes">BBS9</italic>.</p>
                    </caption>
                    <graphic orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/58306/b121ee79-4d56-4d15-8f0f-776772b8a5c9_figure1.gif"/>
                </fig>
                <table-wrap id="T2" orientation="portrait" position="anchor">
                    <label>Table 2. </label>
                    <caption>
                        <title>Molecular Genetic Findings in four Omani children with renal ciliopathy syndromes.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Family -
                                    <break/>individual</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Gene
                                    <break/>name</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Nucleotide
                                    <break/>change</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Amino
                                    <break/>acid
                                    <break/>change</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Zygosity</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Amino
                                    <break/>acid
                                    <break/>conser.</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">ACMG
                                    <break/>Classification</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">dbSNP ID</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">MAF</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">CADD
                                    <break/>score</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">SIFT Pred</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">PolyPhen-2
                                    <break/>Pred</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">MutationTaster</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Reference</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">M46</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">TMEM231</italic>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">c.710A&gt;G</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">p.Y237C</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Hom</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">C.elegans</italic>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Uncertain
                                    <break/>significance</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">NA</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Not found</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">22.7</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Damaging</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Possibly
                                    <break/>Damaging</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Disease causing</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">N/A</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">M48</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">TMEM138</italic>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">c.389A&gt;G</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">p.Y130C</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Hom</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">D.rerio</italic>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Likely
                                    <break/>pathogenic</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">rs387907135</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3.98&#x00d7;10
                                    <sup>-6</sup>
                                    <break/>(gnomAD)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">25.7</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Deleterious</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Probably
                                    <break/>damaging</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Disease causing</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Lee 
                                    <italic toggle="yes">et al.</italic>
                                    <break/>(2012)
                                    <sup>
                                        <xref ref-type="bibr" rid="ref-8">8</xref>
                                    </sup>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">P18</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">WDR19</italic>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">c.3553G&gt;A</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">p.R1178Q</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Hom</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">C.elegans</italic>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Likely
                                    <break/>pathogenic</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">rs79436363</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">6.35&#x00d7;10
                                    <sup>-5</sup>
                                    <break/>(gnomAD)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">24.6</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Tolerated</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Probably
                                    <break/>Damaging</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Disease causing</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Halbritter
                                    <break/>
                                    <italic toggle="yes">et al.</italic> (2013)
                                    <sup>
                                        <xref ref-type="bibr" rid="ref-9">9</xref>
                                    </sup>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">N36</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">BBS9</italic>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">c.1789+1G&gt;A</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Splice
                                    <break/>donor site
                                    <break/>loss</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Hom</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">N/A</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Pathogenic</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">rs201938124</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">7.96&#x00d7;10
                                    <sup>-6</sup>
                                    <break/>(gnomAD)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">25</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">N/A</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">N/A</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Disease causing</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Nishimura 
                                    <italic toggle="yes">et al.</italic>
                                    <break/>(2005)
                                    <sup>
                                        <xref ref-type="bibr" rid="ref-14">14</xref>
                                    </sup>
                                </td>
                            </tr>
                        </tbody>
                    </table>
                    <table-wrap-foot>
                        <fn>
                            <p>Reference sequence IDs: 
                                <italic toggle="yes">TMEM231</italic>: NM_001077416; 
                                <italic toggle="yes">TMEM138</italic>: NM_016464; 
                                <italic toggle="yes">WDR19</italic>: NM_025132; 
                                <italic toggle="yes">BBS9</italic>: NM_198428</p>
                            <p>Abbreviations: CADD score, combined annotation dependant depletion; conser, conservation; gnomAD, Genome Aggregation Database; Hom, homozygous; N/A, not available</p>
                        </fn>
                    </table-wrap-foot>
                </table-wrap>
                <fig fig-type="figure" id="f2" orientation="portrait" position="float">
                    <label>Figure 2. </label>
                    <caption>
                        <title>Distribution of mutations in 
                            <italic toggle="yes">TMEM231</italic>, 
                            <italic toggle="yes">TMEM138</italic>, 
                            <italic toggle="yes">WDR19</italic> and 
                            <italic toggle="yes">BBS9</italic>.</title>
                        <p>Positions and the predicted protein alterations are shown for 
                            <bold>A</bold>. 
                            <italic toggle="yes">TMEM231</italic> 
                            <bold>B</bold>. 
                            <italic toggle="yes">TMEM138</italic> 
                            <bold>C</bold>. 
                            <italic toggle="yes">WDR19</italic> 
                            <bold>D</bold>. 
                            <italic toggle="yes">BBS9</italic>. Exon structure is marked by a dashed line. Protein domains are shown in colored bars. Known mutations are shown above the gene/protein structure with the number showing frequency (if &gt;1) of probands reported for each mutation. Mutations identified in this study are shown below the gene/protein structure.</p>
                    </caption>
                    <graphic orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/58306/b121ee79-4d56-4d15-8f0f-776772b8a5c9_figure2.gif"/>
                </fig>
                <p>The identified causative variant in M46 was novel (c.710A&gt;G; p.Y237C in 
                    <italic toggle="yes">TMEM231</italic>) and has not been previously reported in any databases. This homozygous missense change is found in a large region of homozygosity on Chromosome 16 (Extended data Figure 2
                    <sup>
                        <xref ref-type="bibr" rid="ref-7">7</xref>
                    </sup>) and is predicted by Sorting Intolerant from Tolerant (SIFT) to be damaging, PolyPhen-2 to be possibly damaging and MutationTaster to be disease causing. The Y237 amino acid in TMEM231 is conserved to 
                    <italic toggle="yes">Caenorhabditis elegans</italic> (Extended data Figure 3
                    <sup>
                        <xref ref-type="bibr" rid="ref-7">7</xref>
                    </sup>). Mutations in 
                    <italic toggle="yes">TMEM231</italic> are known to cause both Joubert syndrome and Meckel syndrome (Extended Data Table 3
                    <sup>
                        <xref ref-type="bibr" rid="ref-7">7</xref>
                    </sup>), and the clinical phenotype of patient M48, which included encephalocele, polydactyly and polycystic kidney disease and early onset ESKD, is consistent with a Meckel-like ciliopathy syndrome.</p>
                <p>The identified causative variant in M48 was a known allele (c.389A&gt;G; p.Y130C in 
                    <italic toggle="yes">TMEM138</italic>) and has been previously reported in a child with Joubert syndrome and a cerebello-retinal-renal phenotype
                    <sup>
                        <xref ref-type="bibr" rid="ref-8">8</xref>
                    </sup>. This homozygous missense change is found in a narrow region of homozygosity on Chromosome 11 (Extended data Figure 2
                    <sup>
                        <xref ref-type="bibr" rid="ref-7">7</xref>
                    </sup>) and is predicted by SIFT to be deleterious, PolyPhen-2 to be probably damaging and MutationTaster to be disease causing. The Y130 amino acid in TMEM138 is conserved to 
                    <italic toggle="yes">Danio rerio</italic> (Extended data Figure 3
                    <sup>
                        <xref ref-type="bibr" rid="ref-7">7</xref>
                    </sup>). Mutations in 
                    <italic toggle="yes">TMEM138</italic> are known to cause Joubert syndrome (Extended data Table 4
                    <sup>
                        <xref ref-type="bibr" rid="ref-7">7</xref>
                    </sup>), and the clinical phenotype of patient M48, which included molar tooth sign, visual loss and cystic kidney disease, is consistent with a Joubert syndrome ciliopathy.</p>
                <p>The identified causative variant in P18 was a known allele (c.3553G&gt;A; p.R1178Q) in 
                    <italic toggle="yes">WDR19</italic> and has been previously reported in cases of nephronophthisis (NPHP)-related ciliopathies with retinal and liver involvement
                    <sup>
                        <xref ref-type="bibr" rid="ref-9">9</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref-11">11</xref>
                    </sup>, Senior-L&#x00f8;ken syndrome
                    <sup>
                        <xref ref-type="bibr" rid="ref-12">12</xref>
                    </sup> and more complex ciliopathies
                    <sup>
                        <xref ref-type="bibr" rid="ref-13">13</xref>
                    </sup>. This homozygous missense change is found in a large region of homozygosity on Chromosome 4 (Extended data Figure 2
                    <sup>
                        <xref ref-type="bibr" rid="ref-7">7</xref>
                    </sup>) and segregation of the pathogenic causative allele in 
                    <italic toggle="yes">WDR19</italic> with P18&#x2019;s family members was confirmed. The missense allele is predicted by SIFT to be tolerated, PolyPhen-2 to be probably damaging and MutationTaster to be disease causing. The R1178 amino acid in WDR19 is conserved to 
                    <italic toggle="yes">C.elegans</italic> (Extended data Figure 3
                    <sup>
                        <xref ref-type="bibr" rid="ref-7">7</xref>
                    </sup>). Mutations in 
                    <italic toggle="yes">WDR19</italic> are associated with a wide spectrum of ciliopathies (Extended data Table 5
                    <sup>
                        <xref ref-type="bibr" rid="ref-7">7</xref>
                    </sup>), and the clinical phenotype of patient P18, which included NPHP and early onset ESKD and retinal dystrophy is consistent with a Senior-L&#x00f8;ken syndrome.</p>
                <p>The identified causative variant in N36 was a known splice-site allele (c.1789+1G&gt;A in 
                    <italic toggle="yes">BBS9</italic>) and has been previously reported in patients with Bardet-Biedl syndrome (BBS)
                    <sup>
                        <xref ref-type="bibr" rid="ref-14">14</xref>,
                        <xref ref-type="bibr" rid="ref-15">15</xref>
                    </sup>. This homozygous missense change is found in a region of homozygosity on Chromosome 7 (Extended data Figure 2
                    <sup>
                        <xref ref-type="bibr" rid="ref-7">7</xref>
                    </sup>) and is predicted to cause loss of splice donor site. Mutations in 
                    <italic toggle="yes">BBS9</italic> are known to cause BBS (Extended data Table 6
                    <sup>
                        <xref ref-type="bibr" rid="ref-7">7</xref>
                    </sup>), and the clinical phenotype of patient N36, which included features of BBS including post-axial polydactyly affecting all limbs and cystic kidney disease is consistent with a BBS ciliopathy.</p>
                <p>Four of the families (M43, M44, M47 and P3) remained genetically &#x2018;unsolved&#x2019; following WES and careful analysis and filtering of potential pathogenic alleles within regions of homozygosity, given their known consanguinity. The disease inheritance in all these four families was consistent with an autosomal recessive pattern given parents were unaffected. Indeed, more than one sibling was affected for families M43, M44 and M47 (Extended data Figure 1
                    <sup>
                        <xref ref-type="bibr" rid="ref-7">7</xref>
                    </sup>). For the single affected sibling in P3 de novo heterozygous alleles need to be considered in addition to biallelic variants. We re-examined WES data for homozygous, compound heterozygous and de novo heterozygous alleles. 
                    <xref ref-type="table" rid="T3">Table 3</xref> shows some alleles of interest in these families relating to ciliopathy phenotypes. In family M43 we identified biallelic (compound heterozygous) changes in 
                    <italic toggle="yes">PKHD1</italic> which were predicted to be benign. In family M44 we observed a single heterozygous allele in 
                    <italic toggle="yes">COL4A1</italic> of uncertain significance as well as a very rare synonymous allele in 
                    <italic toggle="yes">NPHP3</italic> that might be implicated in a splicing defect and a heterozygous 
                    <italic toggle="yes">PKD1</italic> missense allele of uncertain significance. Family M47 had a homozygous missense allele in 
                    <italic toggle="yes">C2CD3</italic> which was predicted to be benign whilst family P3 had a homozygous loss of function allele in 
                    <italic toggle="yes">IFT140</italic>. This allele however was not confirmed following Sanger sequencing and is likely to be a WES artefact. Finally, P3 has a single heterozygous allele in 
                    <italic toggle="yes">ALG9</italic>, which was predicted to be benign.</p>
                <table-wrap id="T3" orientation="portrait" position="anchor">
                    <label>Table 3. </label>
                    <caption>
                        <title>Alleles of interest in &#x2018;unsolved&#x2019; Omani children with renal ciliopathy syndromes.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Family - 
                                    <break/>individual</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Gene
                                    <break/>name</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Nucleotide
                                    <break/>change</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Amino acid
                                    <break/>change</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Zygosity</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Amino acid
                                    <break/>conser.</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">ACMG
                                    <break/>Classification</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">dbSNP ID</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">MAF</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">CADD
                                    <break/>score</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">SIFT Pred</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">PolyPhen-
                                    <break/>2 Pred</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">MutationTaster</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">M43</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">

                                    <italic toggle="yes">PKHD1</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">c.786A&gt;G</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">p.L262L</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Het</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">

                                    <italic toggle="yes">M.musculus</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Benign</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">rs570064466</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000118
                                    <break/>(gnomAD)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">15.02</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">N/A</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">N/A</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Disease causing</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">M43</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">

                                    <italic toggle="yes">PKHD1</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">c.2279+13T&gt;G</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">p.?</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Het</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">

                                    <italic toggle="yes">M.musculus</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Benign</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">rs180914598</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.005672
                                    <break/>(gnomAD)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">N/A</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">N/A</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">N/A</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Polymorphism</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">M44</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">

                                    <italic toggle="yes">COL4A1</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">c.1588C&gt;T</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">p.P530S</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Het</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">

                                    <italic toggle="yes">C.elegans</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Uncertain
                                    <break/>significance</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">rs145172612</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.00039
                                    <break/>(gnomAD)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">26.9.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Deleterious</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Probably
                                    <break/>Damaging</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Disease causing</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">M44</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">

                                    <italic toggle="yes">NPHP3</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">c.2805C&gt;T</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">p.G935G</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Hom</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">M.musculus</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Uncertain
                                    <break/>significance</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">rs1281725083</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000007956</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">12.92</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">N/A</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">N/A</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Disease causing</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">M44</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">

                                    <italic toggle="yes">PKD1</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">c.11870G&gt;A</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">p.G3957D</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Het</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">

                                    <italic toggle="yes">D.melanogaster</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Uncertain
                                    <break/>significance</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">rs536586062</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000264
                                    <break/>(gnomAD)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">16.7</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Tolerated</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Possibly
                                    <break/>Damaging</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Polymorphism</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">M47</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">

                                    <italic toggle="yes">C2CD3</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">c.6487G&gt;T</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">p.V2163F</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Hom</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">

                                    <italic toggle="yes">M.musculus</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Benign</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">rs550167325</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.000799
                                    <break/>(gnomAD)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&lt;10</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">N/A</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">N/A</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Polymorphism </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">P3</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">

                                    <italic toggle="yes">IFT140</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">c.2098dupT</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">p.S700fs*10</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Hom</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">

                                    <italic toggle="yes">M.musculus</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Uncertain
                                    <break/>significance </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">N/A</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">N/A</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&lt;10</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">N/A</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">N/A</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Disease causing</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">P3</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">

                                    <italic toggle="yes">ALG9</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">c.1452-14T&gt;C</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">p.?</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Het</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">

                                    <italic toggle="yes">M.musculus</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Benign</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Rs187507214</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.007077
                                    <break/>(gnomAD)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">N/A</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">N/A</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">N/A</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Disease causing</td>
                            </tr>
                        </tbody>
                    </table>
                    <table-wrap-foot>
                        <fn>
                            <p>Reference sequence IDs: 
                                <italic toggle="yes">PKHD1</italic>: NM_138694; 
                                <italic toggle="yes">COL4A1</italic>: NM_001845; 
                                <italic toggle="yes">NPHP3</italic>: NM_153240; 
                                <italic toggle="yes">PKD1</italic>: NM_001009944 Abbreviations: CADD score, combined annotation dependant depletion; conser, conservation; gnomAD, Genome Aggregation Database; Hom, homozygous; N/A, not available</p>
                        </fn>
                    </table-wrap-foot>
                </table-wrap>
            </sec>
        </sec>
        <sec sec-type="discussion">
            <title>Discussion</title>
            <p>In paediatric populations, CKD is a major contributor to health-care burden leading to severe morbidity and mortality. At least 17% of those with ESKD are considered as CKD with unknown aetiology, where the primary kidney disease is not clear
                <sup>
                    <xref ref-type="bibr" rid="ref-16">16</xref>
                </sup>. In addition, the primary clinical diagnosis of CKD patients is often inaccurate
                <sup>
                    <xref ref-type="bibr" rid="ref-16">16</xref>
                </sup>. Thus, in the developing era of precision medicine, WES is used as an essential tool that provides novel diagnostic perspectives for the detection of the causes of CKD. Knowledge of genetic causes has valuable clinical implications in therapeutic intervention, improving prognosis, guide family counselling or managing settings of kidney transplantation
                <sup>
                    <xref ref-type="bibr" rid="ref-17">17</xref>
                </sup>. Despite being rare, inherited kidney diseases represent one of the most common causes of CKD and ESKD, accounting for up to 10% of adults and almost all children commencing renal replacement therapy
                <sup>
                    <xref ref-type="bibr" rid="ref-18">18</xref>
                </sup>. The possibility of monogenic causes in those with unknown aetiology of CKD or with atypical clinical presentation is assumed to be high
                <sup>
                    <xref ref-type="bibr" rid="ref-16">16</xref>
                </sup>. At least 500 different genetic causes have been associated with childhood CKD
                <sup>
                    <xref ref-type="bibr" rid="ref-19">19</xref>
                </sup>.</p>
            <p>In this pilot study, we examined the utility of WES in the diagnosis of 8 different Omani children with childhood onset CKD related to cystic kidney disease and a suspected inherited renal ciliopathy. A conclusive genetic diagnosis was achieved in half of the cases. Positive WES findings allow a precise molecular diagnosis and targeted clinical management as well as informing family planning and facilitating proper genetic counselling. In four of the children (M46, M48, P18 and N36) the molecular genetic findings confirmed the suspected clinical diagnosis. The identification of a molecular genetic diagnosis in all these families can provide accurate genetic advice about the parent&#x2019;s reproductive choices and the possibility of preimplantation genetic diagnosis (PGD) or early genetic testing of a foetus in future pregnancies.</p>
            <p>A wide range of genetic studies have been performed in childhood CKD populations and different diagnostic yields were achieved due to differences in the inclusion criteria or patients and the study design. In a study of families with inherited kidney disease, Mallett
                <italic toggle="yes">, et al.</italic>
                <sup>
                    <xref ref-type="bibr" rid="ref-20">20</xref>
                </sup> reported a diagnostic yield of 46%, reflecting the significant ability of WES in underlying the potential genetic causes of most renal phenotypes. In another recent study
                <sup>
                    <xref ref-type="bibr" rid="ref-2">2</xref>
                </sup>, Groopman 
                <italic toggle="yes">et al</italic>. reported higher diagnostic yield in patients with congenital and cystic kidney disease (23.9%). Furthermore, regardless of the primary kidney diagnosis, higher diagnostic yield was associated with a positive family history of CKD, history of parental consanguinity and presentations of extra-renal features
                <sup>
                    <xref ref-type="bibr" rid="ref-2">2</xref>,
                    <xref ref-type="bibr" rid="ref-6">6</xref>
                </sup>. Thus using a combination of homozygosity mapping along with WES genotype data is always recommended as a powerful approach for consanguineous families to identify rare genetic causes
                <sup>
                    <xref ref-type="bibr" rid="ref-21">21</xref>
                </sup>.</p>
            <p>Although WES provides massive amounts of genetic data, 4 patients remained unsolved in this study. Despite an analysis of both homozygous alleles, compound heterozygous alleles and heterozygous de novo alleles, families M43, M44, M47 and P3 remained unsolved. A very rare homozygous allele in 
                <italic toggle="yes">NPHP3</italic> was noted in family M44. Mutations in 
                <italic toggle="yes">NPHP3</italic> have been associated with very early and severe ciliopathy syndromes including Meckel syndrome
                <sup>
                    <xref ref-type="bibr" rid="ref-22">22</xref>
                </sup>, which matches the phenotype of this family. Proving the pathogenicity of this synonymous change now requires RNA analysis as well as searching for this allele in patients with a similar phenotype. Transcript aware annotation of genomic variants will be the next major step in utilising the data from WES effectively
                <sup>
                    <xref ref-type="bibr" rid="ref-23">23</xref>,
                    <xref ref-type="bibr" rid="ref-24">24</xref>
                </sup>. The identification of a novel loss of function allele in 
                <italic toggle="yes">IFT140</italic> in family P3 that failed to be confirmed following Sanger sequencing acts as a cautionary reminder to validate all WES findings before genetic reporting. The WES read depth of this allele was &lt;10 and therefore sequencing coverage remains an important consideration when choosing diagnostic sequencing modalities.</p>
            <p>Interpretation of many novel and extremely rare variants is still limited by the incomplete knowledge of the total human protein-coding genes as well as the incorrect annotation of variants pathogenicity and incorrect association of genes with the disease in the literature. At present, up to 70% of protein-coding genes have no recognized human disease phenotype
                <sup>
                    <xref ref-type="bibr" rid="ref-25">25</xref>
                </sup>. False gene-disease associations are present in the literature
                <sup>
                    <xref ref-type="bibr" rid="ref-26">26</xref>,
                    <xref ref-type="bibr" rid="ref-27">27</xref>
                </sup> and clinically valuable databases of variants pathogenicity, such as Human Gene Mutation Database (HGMD
                <sup>&#x00ae;</sup>), comprise various errors causing benign variants being falsely selected out of the data and allocated as plausible diagnosis
                <sup>
                    <xref ref-type="bibr" rid="ref-28">28</xref>
                </sup>. This situation is predicted to improve as further genomes are sequenced, including large data collections containing populations of both healthy individuals and patients with rare diseases. In addition, studying more families with similar clinical phenotypes from the same population may facilitate linking novel undiscovered genes to the disease phenotype in those unsolved patients.</p>
            <p>In this study, WES confirmed the clinical diagnosis in 4 children. In a similar study of large consanguineous or familial cohort (
                <italic toggle="yes">n</italic> = 79) of children clinically diagnosed with NPHP, genetic diagnostic yield of 63% was reported, of which the clinical diagnosis was confirmed in 64% and changed to different molecular diagnosis in the remaining 36%
                <sup>
                    <xref ref-type="bibr" rid="ref-11">11</xref>
                </sup>.</p>
            <p>This study has some limitations, including small sample size that does not give a generalized image of broader childhood renal ciliopathy in the population from Oman. However, an enhanced assessment of the utility of WES in the clinical diagnostic practice of these disorders may be given through systematic WES analysis of a larger, unselected cohort. Moreover, the diagnostic gap in this study may be caused by the common technical limitation of WES, including the missed detection of structural variant breakpoints, sequencing difficulties for regions with repetitive elements or guanine-cytosine (GC)-rich regions, and limited discrimination between highly homologous genomic regions with pseudogenes. These limitations are attributed to the short-read lengths that are utilized to generate high genomic coverage and depth
                <sup>
                    <xref ref-type="bibr" rid="ref-29">29</xref>
                </sup>. These limitations are assumed to be resolved through using long-read sequencing platforms that compromise these technical challenges and improve the detection of genetic variants
                <sup>
                    <xref ref-type="bibr" rid="ref-29">29</xref>
                </sup>. Thus, the emerging future of long-read sequencing based whole genome sequencing (WGS) could enhance the diagnostic yield of patients with inherited renal ciliopathies and provide more conclusive primary kidney disease diagnosis. This can be supported by recent reports of WGS obtaining higher molecular diagnostic yield compared with WES, where 20&#x2013;40% of those unsolved by WES were genetically conclusive by WGS
                <sup>
                    <xref ref-type="bibr" rid="ref-30">30</xref>
                </sup>. In particular, WGS has recently been used to successfully identify a deep intronic allele in 
                <italic toggle="yes">NPHP3</italic> leading to nephronophthisis
                <sup>
                    <xref ref-type="bibr" rid="ref-31">31</xref>
                </sup> and with such approaches, defining deleterious intronic alleles will allow an increase in the diagnostic yield of WGS.</p>
            <p>Recent advancements in medical genetics through the use of massively parallel sequencing have not only advanced the discovery of novel causative variants, genes and phenotypes, but also contributed to the re-classification of diseases and phenotypes into novel gene-based ontologies
                <sup>
                    <xref ref-type="bibr" rid="ref-32">32</xref>
                </sup>. However, all types of next generation sequencing (NGS)-based testing (Target panel, WES and WGS) have some shared limitations, including the inability to obtain enough coverage of genomic regions with highly repetitive GC-content sequence, such as that in 
                <italic toggle="yes">MUC1</italic> gene. In his study of six unrelated families with medullary cystic kidney disease type 1 (MCKD1)
                <sup>
                    <xref ref-type="bibr" rid="ref-33">33</xref>
                </sup>, Kirby 
                <italic toggle="yes">et al.</italic> highlighted the challenges of these technologies in detecting the causative monogenic causes of some Mendelian disorders, such as MCKD1, where only long-range polymerase chain reaction and molecular cloning successfully performed the task.  Moreover, in many patients with acquired diseases, NGS testing is of limited importance and transformation of genetic results into clinical setup may be challenging
                <sup>
                    <xref ref-type="bibr" rid="ref-32">32</xref>
                </sup>. In the field of kidney disease, the majority of genetic testing studies are narrowed to a research setting, thus until now the knowledge of its diagnostic efficacy in clinical practice is still limited
                <sup>
                    <xref ref-type="bibr" rid="ref-16">16</xref>
                </sup>. In addition, managing the medical ethics raised by these technologies, including uncertain variants and incidental findings, and balancing the social concerns is still challenging
                <sup>
                    <xref ref-type="bibr" rid="ref-34">34</xref>
                </sup>.</p>
        </sec>
        <sec sec-type="conclusions">
            <title>Conclusion</title>
            <p>WES of patients with different inherited cystic kidney diseases and renal ciliopathies shows promise as a diagnostic tool, especially in well selected patients with a high coefficient of inbreeding and/or with a syndromic presentation. It has the potential to resolve those cases with clear suspicion of renal ciliopathies, as well as those with uncertain aetiology causing CKD. The fact that ~50% of patients remain without genetic diagnosis after WES highlights the need for improved sequencing techniques and interpretation tools, driven by constantly evolving knowledge regarding the genetic architecture of diseases. The clinical impacts of positive WES results on therapeutic choice, genetic counselling and guidance of kidney transplant are critical. Indeed, professional genetic counselling on the prospective effects of a positive test result is crucial, bearing also in mind the possibility of incidental findings. Although further studies from the Omani population are required, we predict an expanding impact of NGS-based diagnosis, both gene panels and WES in clinical practice in the very near future.</p>
        </sec>
        <sec>
            <title>Data availability</title>
            <sec>
                <title>Underlying data</title>
                <p>Figshare: The diagnostic yield of whole exome sequencing as a first approach in consanguineous Omani renal ciliopathy syndrome patients, 
                    <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.13696750.v1">https://doi.org/10.6084/m9.figshare.13696750.v1</ext-link>
                    <sup>
                        <xref ref-type="bibr" rid="ref-35">35</xref>
                    </sup>.</p>
                <p>This project contains the following underlying data:</p>
                <list list-type="bullet">
                    <list-item>
                        <p>M46.snps.vcf</p>
                    </list-item>
                    <list-item>
                        <p>M46.indels.vcf</p>
                    </list-item>
                    <list-item>
                        <p>M48.snps.vcf</p>
                    </list-item>
                    <list-item>
                        <p>M48.indels.vcf</p>
                    </list-item>
                    <list-item>
                        <p>JAS_P18.GATK.snp.vcf</p>
                    </list-item>
                    <list-item>
                        <p>JAS_P18.GATK.indel.vcf</p>
                    </list-item>
                    <list-item>
                        <p>JAS_N36.GATK.snp.vcf</p>
                    </list-item>
                    <list-item>
                        <p>JAS_N36.GATK.indel.vcf</p>
                    </list-item>
                </list>
            </sec>
            <sec>
                <title>Extended data</title>
                <p>Figshare: The diagnostic yield of whole exome sequencing as a first approach in consanguineous Omani renal ciliopathy syndrome patients, 
                    <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.c.5287753.v1">https://doi.org/10.6084/m9.figshare.c.5287753.v1</ext-link>
                    <sup>
                        <xref ref-type="bibr" rid="ref-7">7</xref>
                    </sup>.</p>
                <p>This project contains the following extended data:</p>
                <list list-type="bullet">
                    <list-item>
                        <p>Extended data Table 1. Forward and reverse primer sequences used for WES variants verification (
                            <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.13675201">https://doi.org/10.6084/m9.figshare.13675201</ext-link>)</p>
                    </list-item>
                    <list-item>
                        <p>Extended data Table 2. Whole exome sequence alignment and coverage profile by sample (
                            <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.13675222">https://doi.org/10.6084/m9.figshare.13675222</ext-link>)</p>
                    </list-item>
                    <list-item>
                        <p>Extended Data Table 3. TMEM231 alleles (
                            <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.13675471">https://doi.org/10.6084/m9.figshare.13675471</ext-link>)</p>
                    </list-item>
                    <list-item>
                        <p>Extended data Table 4. TMEM138 alleles (
                            <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.13675504.v1">https://doi.org/10.6084/m9.figshare.13675504.v1</ext-link>)</p>
                    </list-item>
                    <list-item>
                        <p>Extended data Table 5. WDR19 alleles (
                            <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.13675540">https://doi.org/10.6084/m9.figshare.13675540</ext-link>)</p>
                    </list-item>
                    <list-item>
                        <p>Extended data Table 6. BBS9 alleles (
                            <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.13675546">https://doi.org/10.6084/m9.figshare.13675546</ext-link>)</p>
                    </list-item>
                    <list-item>
                        <p>Extended data Figure 1. Pedigree diagrams (
                            <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.13675552.v1">https://doi.org/10.6084/m9.figshare.13675552.v1</ext-link>)</p>
                    </list-item>
                    <list-item>
                        <p>Extended data Figure 2. Homozygosity mapping (
                            <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.13675558.v1">https://doi.org/10.6084/m9.figshare.13675558.v1</ext-link>)</p>
                    </list-item>
                    <list-item>
                        <p>Extended data Figure 3. Clustal alignments of amino acids associated with identified missense mutations (
                            <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.13675561.v1">https://doi.org/10.6084/m9.figshare.13675561.v1</ext-link>)</p>
                    </list-item>
                </list>
                <p>Data are available under the terms of the 
                    <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/legalcode">Creative Commons Attribution 4.0 International license</ext-link> (CC-BY 4.0).</p>
            </sec>
        </sec>
    </body>
    <back>
        <ack>
            <title>Acknowledgements</title>
            <p>The authors thank the staff at the National Genetic Centre, Muscat, Oman, and the cooperative nephrologists and nurses from different referral hospitals throughout Oman for their kind collaboration.</p>
        </ack>
        <ref-list>
            <ref id="ref-1">
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    <sub-article article-type="reviewer-report" id="report89233">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.58306.r89233</article-id>
            <title-group>
                <article-title>Reviewer response for version 2</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Goggolidou</surname>
                        <given-names>Paraskevi</given-names>
                    </name>
                    <xref ref-type="aff" rid="r89233a1">1</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0001-9711-7747</uri>
                </contrib>
                <aff id="r89233a1">
                    <label>1</label>Department of Biomedical Science and Physiology, Faculty of Science and Engineering, University of Wolverhampton, Wolverhampton, UK</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>19</day>
                <month>7</month>
                <year>2021</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2021 Goggolidou P</copyright-statement>
                <copyright-year>2021</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="relatedArticleReport89233" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.40338.2"/>
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        <body>
            <p>Having looked at the revised manuscript, I am happy to accept it.</p>
            <p>Is the work clearly and accurately presented and does it cite the current literature?</p>
            <p>Yes</p>
            <p>If applicable, is the statistical analysis and its interpretation appropriate?</p>
            <p>Not applicable</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>NA</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.</p>
        </body>
    </sub-article>
    <sub-article article-type="reviewer-report" id="report89232">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.58306.r89232</article-id>
            <title-group>
                <article-title>Reviewer response for version 2</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Valente</surname>
                        <given-names>Enza Maria</given-names>
                    </name>
                    <xref ref-type="aff" rid="r89232a1">1</xref>
                    <xref ref-type="aff" rid="r89232a2">2</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-0600-6820</uri>
                </contrib>
                <aff id="r89232a1">
                    <label>1</label>Department of Molecular Medicine, University of Pavia, Pavia, Italy</aff>
                <aff id="r89232a2">
                    <label>2</label>Neurogenetics Research Center, IRCCS Mondino Foundation, Pavia, 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>12</day>
                <month>7</month>
                <year>2021</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2021 Valente EM</copyright-statement>
                <copyright-year>2021</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="relatedArticleReport89232" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.40338.2"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>approve</meta-value>
                </custom-meta>
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        </front-stub>
        <body>
            <p>I am satisfied with the changes that the authors made to the article. A significant section on negative results has been added which now makes the manuscript more complete and informative.</p>
            <p>Is the work clearly and accurately presented and does it cite the current literature?</p>
            <p>Yes</p>
            <p>If applicable, is the statistical analysis and its interpretation appropriate?</p>
            <p>Yes</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>neurogenetics, ciliopathies</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.</p>
        </body>
    </sub-article>
    <sub-article article-type="reviewer-report" id="report81403">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.43403.r81403</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Goggolidou</surname>
                        <given-names>Paraskevi</given-names>
                    </name>
                    <xref ref-type="aff" rid="r81403a1">1</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0001-9711-7747</uri>
                </contrib>
                <aff id="r81403a1">
                    <label>1</label>Department of Biomedical Science and Physiology, Faculty of Science and Engineering, University of Wolverhampton, Wolverhampton, UK</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>6</day>
                <month>4</month>
                <year>2021</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2021 Goggolidou P</copyright-statement>
                <copyright-year>2021</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="relatedArticleReport81403" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.40338.1"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>approve-with-reservations</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>This manuscript by Al Alawi 
                <italic>et al.</italic> provides an interesting application of Whole Exome Sequencing (WES) in Ciliopathy patients in Jordan. The authors have looked at a small number of Ciliopathy patients and identified mutations of interest in 50% of them. As they are working with rare disease patients, the limitations in sequencing bigger patient populations are understandable. Furthermore, this work provides a very useful proof of concept in the application of WES for genetic diagnosis of rare diseases, such as Ciliopathies.</p>
            <p> </p>
            <p> However, as discussed in the discussion section, WES has got limitations and other approaches such as WGS might have been more insightful for this study. The manuscript would thus benefit from a more thorough discussion of the possibility of identified by WGS cases of non-exonic mutations causing Ciliopathies and a comment on the mechanisms behind this. Furthermore, it is important to comment on whether there were any single heterozygous pathogenic variants identified in known genes and if they checked for genes within stretches of homozygosity in consangeneous families. Finally, for the non-specialist audience a brief description of the key characteristics and genes associated with renal ciliopathies in the introduction section would have been useful.</p>
            <p>Is the work clearly and accurately presented and does it cite the current literature?</p>
            <p>Yes</p>
            <p>If applicable, is the statistical analysis and its interpretation appropriate?</p>
            <p>Not applicable</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>Renal Ciliopathies</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard, however I have significant reservations, as outlined above.</p>
        </body>
        <sub-article article-type="response" id="comment6856-81403">
            <front-stub>
                <contrib-group>
                    <contrib contrib-type="author">
                        <name>
                            <surname>Sayer</surname>
                            <given-names>John</given-names>
                        </name>
                        <aff>Newcastle University, UK</aff>
                    </contrib>
                </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>30</day>
                    <month>6</month>
                    <year>2021</year>
                </pub-date>
            </front-stub>
            <body>
                <p>We agree that WGS may be more powerful than WES in order for us to solve the unsolved cases. We have added some discussion regarding this point as suggested. In response to the comments regarding the &#x201c;negative cases&#x2019; we have now expanded the paper to discuss these further as there may, as the reviewer suggests be some useful learning points. As all the families were consanguineous, we focussed on homozygous variants but we have commented now on any significant heterozygous variants in cystogenes. Similarly, we have looked at missense alleles and synonymous changes that have been excluded by pathogenicity filters and comment on these also. Finally, as suggested we report homozygous variants in regions of homozygosity by descent in candidate genes that may shed new light on renal ciliopathies. A new table detailing variants in unsolved cases has been added and the discussion expanded to account for these new data.</p>
                <p> We have now added a brief introduction to renal ciliopathies and the common genetic causes has now been added as suggested.</p>
            </body>
        </sub-article>
    </sub-article>
    <sub-article article-type="reviewer-report" id="report81405">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.43403.r81405</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Valente</surname>
                        <given-names>Enza Maria</given-names>
                    </name>
                    <xref ref-type="aff" rid="r81405a1">1</xref>
                    <xref ref-type="aff" rid="r81405a2">2</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-0600-6820</uri>
                </contrib>
                <aff id="r81405a1">
                    <label>1</label>Department of Molecular Medicine, University of Pavia, Pavia, Italy</aff>
                <aff id="r81405a2">
                    <label>2</label>Neurogenetics Research Center, IRCCS Mondino Foundation, Pavia, 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>30</day>
                <month>3</month>
                <year>2021</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2021 Valente EM</copyright-statement>
                <copyright-year>2021</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="relatedArticleReport81405" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.40338.1"/>
            <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>In this short article, the authors show the importance of Whole Exome Sequencing (WES) approach as a first genetic screening for patients with renal ciliopathy syndromes. They focus on a small cohort of 8 consanguineous Omani probands, who underwent WES. The diagnostic yield was 50%: four out of 8 probands were found to carry homozygous pathogenic variants in known genes. The study was carried out in a proper way, with sound methodology. The identified variants were adequately named and classified following ACMG guidelines. The discussion correctly addresses limitations of WES.&#x00a0;</p>
            <p> </p>
            <p> There are two main limitations in this article. The first is the very small cohort size, which does not really allow making a correct estimate of the diagnostic yield of WES in renal ciliopathies. Expansion of the study to a larger group of patients would clearly provide more useful information, also regarding the genetic background of genetic renal ciliopathies in Oman. Second, even maintaining this cohort, it would be very interesting to know more about &#x201c;negative&#x201d; cases: where there any single heterozygous pathogenic variants in known genes? Any missense variants classified as VUS? Moreover, since families were consanguineous, the authors should report whether they checked for genes included within stretches of homozygosity by descent, and list the potentially interesting homozygous variants in candidate genes lying within these regions. This would definitely improve the study which, in its present form, does not add substantial new data to current knowledge on the topic, and therefore it remains largely confirmatory.
                <bold> </bold>
            </p>
            <p>Is the work clearly and accurately presented and does it cite the current literature?</p>
            <p>Yes</p>
            <p>If applicable, is the statistical analysis and its interpretation appropriate?</p>
            <p>Yes</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>neurogenetics, ciliopathies</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard, however I have significant reservations, as outlined above.</p>
        </body>
        <sub-article article-type="response" id="comment6855-81405">
            <front-stub>
                <contrib-group>
                    <contrib contrib-type="author">
                        <name>
                            <surname>Sayer</surname>
                            <given-names>John</given-names>
                        </name>
                        <aff>Newcastle University, UK</aff>
                    </contrib>
                </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>30</day>
                    <month>6</month>
                    <year>2021</year>
                </pub-date>
            </front-stub>
            <body>
                <p>Yes we agree that this is a small study size, but we were careful only to include subjects that had not had any previous genetic investigations and fulfilled the criteria of a suspected renal ciliopathy syndrome. In this way this study was seeing the added value in terms of genetic diagnosis to perform whole exome sequencing as a first line approach in contrast to a targeted renal genetics panel. We have added some comments regarding the size of the cohort.</p>
                <p> </p>
                <p> In response to the comments regarding the &#x201c;negative cases&#x2019; we have now expanded the paper to discuss these further as there may, as the reviewer suggests be some useful learning points. As all the families were consanguineous, we focussed on homozygous variants but we have commented now on any significant heterozygous variants in cystogenes. Similarly, we have looked at missense alleles and synonymous changes that have been exclude by pathogenicity filters and comment on these also. Finally, as suggested we report homozygous variants in regions of homozygosity by descent in candidate genes that may shed new light on renal ciliopathies. A new table detailing variants in unsolved cases has been added and the discussion expanded to account for these new data.</p>
            </body>
        </sub-article>
    </sub-article>
</article>
