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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Genet.</journal-id>
<journal-title>Frontiers in Genetics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Genet.</abbrev-journal-title>
<issn pub-type="epub">1664-8021</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1244983</article-id>
<article-id pub-id-type="doi">10.3389/fgene.2023.1244983</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Genetics</subject>
<subj-group>
<subject>Case Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Case Report: Decrypting an interchromosomal insertion associated with Marfan&#x2019;s syndrome: how optical genome mapping emphasizes the morbid burden of copy-neutral variants</article-title>
<alt-title alt-title-type="left-running-head">Bonaglia et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fgene.2023.1244983">10.3389/fgene.2023.1244983</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Bonaglia</surname>
<given-names>Maria Clara</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2253635/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Salvo</surname>
<given-names>Eliana</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sironi</surname>
<given-names>Manuela</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bertuzzo</surname>
<given-names>Sara</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Errichiello</surname>
<given-names>Edoardo</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/722648/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mattina</surname>
<given-names>Teresa</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/724320/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zuffardi</surname>
<given-names>Orsetta</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Cytogenetics Laboratory</institution>, <institution>Scientific Institute, IRCCS E. Medea</institution>, <addr-line>Lecco</addr-line>, <country>Italy</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Bioinformatics</institution>, <institution>Scientific Institute, IRCCS E. Medea</institution>, <addr-line>Lecco</addr-line>, <country>Italy</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Molecular Medicine</institution>, <institution>University of Pavia</institution>, <addr-line>Pavia</addr-line>, <country>Italy</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Neurogenetics Research Center</institution>, <institution>IRCCS Mondino Foundation</institution>, <addr-line>Pavia</addr-line>, <country>Italy</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Medical Genetics Unit</institution>, <institution>University of Catania</institution>, <addr-line>Catania</addr-line>, <country>Italy</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Clinic G.B. Morgagni</institution>, <addr-line>Catania</addr-line>, <country>Italy</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1315101/overview">Manjunath Nimmakayalu</ext-link>, University of Texas MD Anderson Cancer Center, United States</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2372343/overview">Andy Pang</ext-link>, Bionano Genomics, United States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/567350/overview">Samarth S. Bhatt</ext-link>, Neuberg Supratech Reference Laboratory, India</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1293494/overview">Caspar Grond-Ginsbach</ext-link>, Heidelberg University Hospital, Germany</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Maria Clara Bonaglia, <email>mariaclara.bonaglia@lanostrafamiglia.it</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>21</day>
<month>09</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1244983</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>06</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>01</day>
<month>09</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Bonaglia, Salvo, Sironi, Bertuzzo, Errichiello, Mattina and Zuffardi.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Bonaglia, Salvo, Sironi, Bertuzzo, Errichiello, Mattina and Zuffardi</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Optical genome mapping (OGM), which allows analysis of ultra-high molecular weight (UHMW) DNA molecules, represents a response to the restriction created by short-read next-generation-sequencing, even in cases where the causative variant is a neutral copy-number-variant insensitive to quantitative investigations. This study aimed to provide a molecular diagnosis to a boy with Marfan syndrome (MFS) and intellectual disability (ID) carrying a <italic>de novo</italic> translocation involving chromosomes 3, 4, and 13 and a 1.7&#xa0;Mb deletion at the breakpoint of chromosome 3. No <italic>FBN1</italic> alteration explaining his Marfan phenotype was highlighted. UHMW gDNA was isolated from both the patient and his parents and processed using OGM. Genome assembly was followed by variant calling and annotation. Multiple strategies confirmed the results. The 3p deletion, which disrupted <italic>ROBO2</italic>, (MIM&#x2a;602431) included three copy-neutral insertions. Two came from chromosome 13; the third contained 15q21.1, including the <italic>FBN1</italic> from intron-45 onwards, thus explaining the MFS phenotype. We could not attribute the ID to a specific gene variant nor to the reshuffling of topologically associating domains (TADs). Our patient did not have vesicular reflux-2, as reported by missense alterations of <italic>ROBO2</italic> (VUR2, MIM&#x23;610878), implying that reduced expression of all or some isoforms has a different effect than some of the point mutations. Indeed, the <italic>ROBO2</italic> expression pattern and its role as an axon-guide suggests that its partial deletion is responsible for the patient&#x2019;s neurological phenotype. Conclusion: OGM testing 1) highlights copy-neutral variants that could remain invisible if no loss of heterozygosity is observed and 2) is mandatory before other molecular studies in the presence of any chromosomal rearrangement for an accurate genotype-phenotype relationship.</p>
</abstract>
<kwd-group>
<kwd>
<italic>FBN1</italic>
</kwd>
<kwd>
<italic>ROBO2</italic>
</kwd>
<kwd>chromothripsis</kwd>
<kwd>complex chromosome rearrangement</kwd>
<kwd>intellectual disability</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Genetics of Common and Rare Diseases</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Marfan syndrome (MFS, MIM &#x23; 154700) is a multisystem autosomal dominant connective tissue disorder caused by heterozygous variants of the fibrillin-1 gene (<italic>FBN1,</italic> 15q21.1). Both dominant-negative effects and haploinsufficiency are reported in its pathogenesis (<xref ref-type="bibr" rid="B3">Aubart et al., 2018</xref>) and are expected by the constraint metrics of <italic>FBN1</italic> (Z &#x3d; 5.06; pLI &#x3d; 1; gnomAD v2.1.1).</p>
<p>Confirmation of <italic>FBN1</italic> alterations, mainly missense and loss of function (Lof) variants or rare chromosomal rearrangements (<xref ref-type="bibr" rid="B5">Colovati et al., 2012</xref>; <xref ref-type="bibr" rid="B7">Dordoni et al., 2017</xref>; <xref ref-type="bibr" rid="B30">Schnause et al., 2021</xref>), is achieved in approximately 90% of cases meeting the Ghent II nosology criteria applied for the clinical diagnosis of MFS (<xref ref-type="bibr" rid="B17">Loeys et al., 2010</xref>; <xref ref-type="bibr" rid="B37">Zeigler et al., 2021</xref>). Alterations of <italic>FBN1</italic> linked to MFS have also been identified outside the <italic>FBN1</italic> coding region and were proven to be causal through functional analysis (<xref ref-type="bibr" rid="B11">Guo et al., 2023</xref>). However, in approximately 10% of patients with distinctive clinical signs of MFS, including positivity to GHENT II criteria, no alteration of <italic>FBN1</italic> is detectable by routine DNA investigation. In this regard, the familial case reported by Pagnamenta (<xref ref-type="bibr" rid="B23">Pagnamenta et al., 2022</xref>) is exemplary: a 1.97&#xa0;Mb inversion with a distal breakpoint in intron 4 of <italic>FBN1</italic> was highlighted after years of genetic testing in the mother and proband, who were recruited with a diagnosis of &#x201c;familial thoracic aortic aneurysm disease.&#x201d; We present a similar case of a male boy long suspected of suffering from MFS complicated by ID. A <italic>de novo</italic> complex rearrangement involving chromosomes 3, 4, and 13 was discovered at amniocentesis; however, the search for <italic>FBN1</italic> alteration explaining his postnatal MFS phenotype gave negative results after MLPA, array-CGH, and gene panel sequencing. The involvement of chromosome 15 with a copy-neutral insertion of a portion of <italic>FBN1</italic> at the breakpoint of chromosome 3 was eventually detected by OGM. This case not only confirms the superiority of this technological approach in revealing structural variants (SVs) but also stresses the burden of the copy-neutral structural variants underlying genetic disorders.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Material and methods</title>
<sec id="s2-1">
<title>Clinical report</title>
<p>The patient, a 7-year-old male (<xref ref-type="fig" rid="F1">Figures 1A&#x2013;D</xref>), is the fourth child of healthy non-consanguineous parents. The proband was born full-term via normal delivery, weighing 3,600&#xa0;g (50th&#x2013;75th centile) and was 49&#xa0;cm long (25th centile), to a 41-year-old mother and a 43-year-old father. Amniocentesis showed a male karyotype with a <italic>de novo</italic> and apparently balanced rearrangement involving three chromosomes [46,XY,t(3;13;4)(p13;q12;p12)dn] (<xref ref-type="fig" rid="F1">Figure 1E</xref>). Ultrasound at 20&#xa0;weeks gave normal results. Developmental delay was evident since the age of 16&#xa0;months; therefore, array-CGH investigation was requested to investigate any possible imbalance associated with the chromosome rearrangement. A deletion of 1.65&#xa0;Mb at 3p12.3, apparently coinciding with one of the breakpoints of the rearrangement, was detected and confirmed by FISH analysis, although its genetic content failed to explain the delay in development. At 2<sup>6/12</sup>&#xa0;years of age (<xref ref-type="fig" rid="F1">Figure 1A</xref>), MFS was suspected because of a height &#x3e;97th centile, arachnodactyly, scoliosis, bilateral joint hyperlaxity, marked pectus excavatum, mild mitral valve prolapse, and aortic bulb ectasia with a 2.02&#xa0;cm diameter. Chest X-ray highlighted an enlarged left heart. At 3&#xa0;years of age, global developmental delay was evident, mainly affecting cognitive and communication skills but no specific tests were performed. His weight was 14.8&#xa0;kg (50th centile), height 102&#xa0;cm (97th centile), OFC 49&#xa0;cm (10th&#x2013;25th centile), and arm span 102&#xa0;cm. Thumb sign, pes planus, thoracolumbar kyphosis, and reduced elbow extension were observed. Gene panel sequencing, including <italic>COL5A1</italic>, <italic>COL5A2</italic>, <italic>COL1A1</italic>, <italic>COL1A2</italic>, <italic>COL3A1 TNXB</italic>, <italic>TGFBR</italic>, <italic>TGFRB1</italic>, <italic>TGFBR2</italic>, and <italic>FBN1</italic>, did not identify pathogenic variants. MLPA showed no exonic deletions or duplications at <italic>FBN1</italic>. At the age of 7<sup>9/12</sup>&#xa0;years (<xref ref-type="fig" rid="F1">Figures 1B&#x2013;D</xref>), his height was 139.5&#xa0;cm (&#x3e;&#x3e;97th centile), arm span 142&#xa0;cm, weight 22&#xa0;kg (10th centile), and OFC 50&#xa0;cm. For positivity to GHENT II criteria, the patient&#x2019;s score was 8 (<xref ref-type="sec" rid="s12">Supplementary Table S1</xref>), which supported the clinical diagnosis of MFS complicated by developmental delay. Renal ultrasound to investigate whether haploinsufficiency of <italic>ROBO2</italic> was associated with VUR2 did not reveal any abnormality. A timeline of clinically relevant patient data and related diagnosis is shown in <xref ref-type="fig" rid="F2">Figure 2</xref>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Photographs of the patient at the age of 3&#xa0;years and 1&#xa0;month <bold>(A)</bold> and 7&#xa0;years and 9&#xa0;months <bold>(B&#x2013;D)</bold>. Note: pectus excavatum, arachnodactyly, winged scapula, facial dysmorphisms including dolichocephaly, and mildly asymmetric face (left &#x3c; right) are indicated. Conventional cytogenetics analysis: <bold>(E)</bold> (upper) G-banding karyotype showing the three-way translocation 46,XY,t(3;13;4)(p13,q12,p12); (bottom) partial ideograms showing the normal and derivative (der) chromosomes (chr) 3 (dark blue), 4 (light blue), and 13 (orange) as well as the fragments participating in the rearrangement.</p>
</caption>
<graphic xlink:href="fgene-14-1244983-g001.tif"/>
</fig>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Timeline of clinically relevant patient data and related diagnosis.</p>
</caption>
<graphic xlink:href="fgene-14-1244983-g002.tif"/>
</fig>
</sec>
<sec id="s2-2">
<title>Cytogenetics and microarray investigations in the trio</title>
<p>Karyotyping was performed at a resolution of &#x223c;550 bands. Array-CGH was performed using the CGH &#x2b; SNP microarray (180k, Agilent). All nucleotide positions refer to the human genome, assembly (hg38). Data analysis was performed using Agilent Cytogenomics V.5.2.0.20.</p>
</sec>
<sec id="s2-3">
<title>Optical genome mapping (OGM) in the trio</title>
<p>UHMW gDNA was isolated from 1.5 million cultured lymphoblastoid cells from the patient and his parents using an SP Cryopreserved Cell isolation kit (Bionano Genomics, San Diego, California, United States) according to the manufacturer&#x2019;s instructions. gDNA was labeled with a direct label (DL) and Stain DNA Labeling Kit using Direct Label Enzyme 1 (DLE-1) and DL-green fluorophores, loaded on a nanochannel chip, and analyzed on a Saphyr instrument (Bionano Genomics). A minimum of 320&#xa0;Gb of data were acquired. <italic>De novo</italic> genome map assembly was performed using Bionano Solve software V.3.7. SVs (based on the assembled genome maps) and CNVs (based on molecular coverage) were called against the human reference genome (GRCh38/hg38). Analysis of these data was performed with Bionano Acces V 1.7.0&#xa0;s and Bionano tools on the Saphyr Compute On Demand server. The following filtering confidence thresholds were applied: insertion/deletion; 0, inversion; 0.7, duplications; &#x2212;1, intratranslocation; &#x2212;1 and 0.05, intertranslocation; &#x2212;1 and 0.05, and CNV; 0.99. A masking filter was applied. For CNV_calls, only segments &#x3e;500&#xa0;kb were considered. SVs_calls were filtered using Bionano&#x2019;s human control sample SV database containing variants collected from &#x3e; 300 human genomes with no reported disease phenotypes. Only SVs below 1% were taken into consideration.</p>
</sec>
<sec id="s2-4">
<title>Confirmation of OGM analysis by pair-end whole-genome (PE-WGS), sanger sequencing, and FISH</title>
<p>Genomic DNA from the proband&#x2019;s and parents&#x2019; blood was sequenced using an Illumina Hiseq 2000 platform, employing a 30&#xd7; PCR-free paired-end WGS protocol. Reads were mapped to the human reference genome GRCh38/hg38 using BWA (<xref ref-type="bibr" rid="B15">Li and Durbin, 2009</xref>). SVs were called using Lumpy (<xref ref-type="bibr" rid="B14">Layer et al., 2014</xref>) and Delly (<xref ref-type="bibr" rid="B27">Rausch et al., 2012</xref>) and were visualized and manually checked in the Integrative Genomics Viewer (IGV) genome browser to identify sample-specific SVs. Variant calling was obtained using the recommended best practices, in agreement with the Genomic Analysis Tool Kit v3.7-0 (GATK). Segment junctions were confirmed by PCR and Sanger sequencing using primers listed in <xref ref-type="sec" rid="s12">Supplementary Table S2</xref>. FISH analysis was performed using the locus-specific probe RP11-552E10 (Empire Genomics).</p>
</sec>
<sec id="s2-5">
<title>Fusion gene prediction</title>
<p>To determine fusion-genes candidates, we used ExPASy&#x2019;s Translation Tool (<ext-link ext-link-type="uri" xlink:href="http://web.expasy.org/translate/">http://web.expasy.org/translate/</ext-link>), and the generation of novel fusion protein motifs was predicted using ScanProsite (<ext-link ext-link-type="uri" xlink:href="http://prosite.expasy.org/scanprosite/">http://prosite.expasy.org/scanprosite/</ext-link>).</p>
</sec>
<sec id="s2-6">
<title>Topologically associating domains (TADs) analysis</title>
<p>The search for TADs was performed using a web-based 3D Genome Browser (<xref ref-type="bibr" rid="B36">Yard&#x131;mc&#x131; and Noble, 2017</xref>).</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Conventional cytogenetics analysis</title>
<p>The patient harbored three derivative chromosomes, [46,XY,t(3; 13; 4) (p13,q12,p12)dn, <xref ref-type="fig" rid="F1">Figure 1E</xref>], and a 3p12.3 interstitial deletion of approximately 1.7&#xa0;Mb affecting the paternal chromosome: arr[GRCh38]3p12.3(75,839,392_77,548,980)x1dn (<xref ref-type="sec" rid="s12">Supplementary Figure S1</xref>; <xref ref-type="sec" rid="s12">Supplementary Table S3</xref>). This latter removes exons 1 to 8 (RefSeq NM_001395656.1) of <italic>ROBO2.</italic>
</p>
</sec>
<sec id="s3-2">
<title>Deciphering complex chromosomal rearrangement using OGM</title>
<p>OGM analysis confirmed the cytogenetic and CMA results, and also identified the involvement of a fourth chromosome, chromosome 15 (<xref ref-type="fig" rid="F3">Figure 3A</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Cryptic interchromosomal insertions as detected by OGM SV calling. <bold>(A)</bold> OGM circos plot of chromosomes 3, 4, 13, and 15 involved in the CCRs. Interchromosomal insertions from chromosomes 13 and 15 to chromosome 3, [t(3;13), t(3;15)] are indicated by magenta lines. <bold>(B)</bold> Schematic representation of the rearrangement. The ideograms of the four chromosomes involved in the rearrangement show both the inserted (depicted as arrows: 13B and 13C, inversely aligned to reference chromosome 13: 13Cinv) and translocated fragment (4A) transposed into the der(3). The truncated protein-coding genes and their breakpoint genomic signatures (GS) are shown; &#x2b; and &#x2212; at the left of the gene names indicate their transcription orientation (hg38). The junctions (double-black arrows) between the transposed fragments are numbered from 1 to 4 (J1-4), as in Table 2. <bold>(C)</bold> Genome maps of the patient (sample map) aligns to two contiguous areas of reference: chromosome 13 corresponding to fragment 13B and 13C, the latter inversely aligned to reference chromosome 13 (13Cinv), and the area of reference chromosome 4 corresponding to fragment 4A. The breakpoint that joined segments 13B and 13Cinv disrupted <italic>PARP4</italic> and <italic>RNF17</italic> (red square in the hg38_gene track), leading to a putative fusion transcript PARP4(-)-RNF17(-) (see also <xref ref-type="sec" rid="s12">Supplementary Figure S3</xref>) <bold>(D)</bold> Sample fusion map between 13Cinv and the region that aligns to chromosome 15 (segment 15B). The SV algorithm breakpoint (SV_call) indicates that the proximal breakpoint of segment 15B to which segment 3C is joined (see the following panel E), interrupts <italic>FBN1</italic> (highlighted in red square in the hg38_gene track) at intron 46, leading to transposition of the distal 20 exons to chromosome 3. <bold>(E)</bold> Copy number track showing the 3p deletion picked up by the copy number algorithm (CNV_call). The deletion disrupts the ROBO2 gene (highlighted by the red square). The SV_call demonstrates that fragment 15B, including the distal region of <italic>FBN1</italic>, has been inserted to der(3) where the 3p deletion has occurred. Bottom panel: breakpoint junction sequence (J3) confirmed by Sanger sequencing. Microhomology of 3bps (ATG) between 15B and 3C sequences is highlighted in green. <bold>(F)</bold> Genome map of the patient containing the 3&#x2019; portion of <italic>FBN1</italic> (ex1-45) on fragment 15C. The SV_call and the concurrent absence of CNV_call show that the 15B inter-label region (45,720,396 and 48,459,546, marked &#x201c;a&#x201d; and &#x201c;b&#x201d;, respectively) is not lost but rather incorporated into another chromosome, i.e., the der(3). The sample map shows the fusion of fragments 15A and 15C by blunt end repair. Further details are provided in <xref ref-type="table" rid="T1">Table 1</xref> and Table 4.</p>
</caption>
<graphic xlink:href="fgene-14-1244983-g003.tif"/>
</fig>
<p>Chromosomes 3, 4, 13, and 15 were fragmented into 12 segments (<xref ref-type="sec" rid="s12">Supplementary Table S4</xref>). Three of them, two derived from chromosome 13 (<xref ref-type="fig" rid="F3">Figures 3B&#x2013;D</xref>) and one from chromosome 15 (<xref ref-type="fig" rid="F3">Figures 3B,E,F</xref>), were inserted with an apparently random order and orientation within the short arm of the derivative chromosome 3. FISH analysis with probe RP11-552E10 (<xref ref-type="sec" rid="s12">Supplementary Figure S2</xref>) and breakpoint junctions mapping demonstrated that fragment 15B was inserted into the 3p12 deletion with the same orientation as the reference genome (<xref ref-type="fig" rid="F3">Figures 3E,F</xref>). Moreover, more precise deletion breakpoints were obtained, showing the removal of exons 1&#x2013;14 of <italic>ROBO2</italic> and not 1&#x2013;8 as estimated by array-CGH (<xref ref-type="sec" rid="s12">Supplementary Figure S1</xref>). The 3&#x2019; portion of <italic>ROBO2</italic> (NM_001395656.1), starting from exon 15, was joined to the 3&#x2019; portion of <italic>FBN1</italic>, namely, exons 46&#x2013;66 of <italic>FBN1</italic> (MIM &#x2a;134797, NM_000138.5). This rearrangement generated a putative fusion gene, which did not preserve the reading frame and, thus, was predicted to trigger nonsense-mediated mRNA decay (NMD) (<xref ref-type="fig" rid="F3">Figure 3E</xref>; <xref ref-type="table" rid="T1">Table 1</xref>). Two other RefSeq coding genes [<italic>PARP4</italic>:MIM&#x2a;607519 and <italic>RNF17:</italic>MIM &#x2a;605793)] were interrupted by the insertion of chromosome 13 into chromosome 3p (<xref ref-type="fig" rid="F3">Figure 3B</xref>). Unlike fragment 13B, fragment 13C was inserted with an inverted orientation and, when joined at fragment 13B, created a PARP4-RNF17 in-frame fusion transcript (<xref ref-type="sec" rid="s12">Supplementary Figure S3</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Breakpoint junctions verified by PE-WGS and Sanger sequencing (&#x2a;SD: segmental duplication with 90%&#x2013;98% similarity).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Derivative chromosome</th>
<th align="center">Breakpoint junction</th>
<th align="center">Fragments joined (orientation)</th>
<th colspan="2" align="center">Genomic coordinates (hg38) of breakpoint junction (orientation)</th>
<th align="center">Sequence signature at breakpoint junction</th>
<th align="center">Repeats at breakpoint junction</th>
<th align="center">Genes fusion at breakpoint junction (orientation)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="4" align="center">der 3</td>
<td align="center">J1</td>
<td align="center">4A(&#x2b;) &#x2b;13B(&#x2b;)</td>
<td align="center">chr4:44104796(&#x2b;)</td>
<td align="center">chr13:23529127(&#x2b;)</td>
<td align="center">microhomology 5 bp (CCAGG)</td>
<td align="center">LINE(L1)/LTR(ERV1)</td>
<td align="left"/>
</tr>
<tr>
<td align="center">J2</td>
<td align="center">13B(&#x2b;) &#x2b; 13C(-)</td>
<td align="center">chr13:24468640(&#x2b;)</td>
<td align="center">chr13:24812394(-)</td>
<td align="center">blunt ends</td>
<td align="center">SINE(Alu)/LINE(L1)</td>
<td align="center">
<italic>PARP4</italic>(-)/<italic>RNF17</italic>(-)</td>
</tr>
<tr>
<td align="center">J3</td>
<td align="center">13C(-) &#x2b; 15B(&#x2b;)</td>
<td align="center">chr13:24468642(-)</td>
<td align="center">chr15:45730678(&#x2b;)</td>
<td align="center">microhomology 3 bp (ATC)</td>
<td align="center">SINE(Alu)-SD&#x2a;/--</td>
<td align="left"/>
</tr>
<tr>
<td align="center">J4</td>
<td align="center">15B(&#x2b;) &#x2b; 3C(&#x2b;)</td>
<td align="center">chr15:48451388(&#x2b;)</td>
<td align="center">chr3:77571853(&#x2b;)</td>
<td align="center">microhomology 3 bp (ATG)</td>
<td align="left"/>
<td align="center">
<italic>FBN1</italic>(-)/<italic>ROBO2</italic>(&#x2b;)</td>
</tr>
<tr>
<td align="center">der 4</td>
<td align="center">J5</td>
<td align="center">13D(-) &#x2b; 4B(&#x2b;)</td>
<td align="left"/>
<td align="center">chr4:44104800(&#x2b;)</td>
<td align="left"/>
<td align="center">LINE(L1)</td>
<td align="left"/>
</tr>
<tr>
<td align="center">der 13</td>
<td align="center">J6</td>
<td align="center">13A(&#x2b;) &#x2b; 3A(-)</td>
<td align="center">chr13:23529137(&#x2b;)</td>
<td align="left"/>
<td align="left"/>
<td align="center">LTR(ERV1)</td>
<td align="left"/>
</tr>
<tr>
<td align="center">der 15</td>
<td align="center">J7</td>
<td align="center">15A(&#x2b;) &#x2b;15C(&#x2b;)</td>
<td align="center">chr15:45730661(&#x2b;)</td>
<td align="center">chr15:48451391(&#x2b;)</td>
<td align="center">blunt ends</td>
<td align="left"/>
<td align="left"/>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-3">
<title>Breakpoint-junction analysis using PE-WGS and sanger sequencing</title>
<p>All the OGM breakpoint-junctions (<xref ref-type="table" rid="T1">Table 1</xref>) were confirmed by visual inspection of the locations of discordant paired-read and soft-clipped reads using IGV, and, whenever possible, refined by PCR and Sanger sequencing (<xref ref-type="sec" rid="s12">Supplementary Figures S4&#x2013;S7</xref>). Three junctions were characterized by microhomology of 3&#x2013;5 bases and two by blunt ends (<xref ref-type="table" rid="T1">Table 1</xref>). The occurrence of four derivatives, the number of non-clustered breakpoints with only one cis-junction (between fragments 13B and 13C), the deletion present at one junction, and the breakpoint characteristics suggest that the CCR could fit a classification of chromoanagenesis, specifically chromoplexy.</p>
</sec>
<sec id="s3-4">
<title>Single nucleotide variant (SNV) analysis using PE-WGS</title>
<p>WGS analysis did not identify pathogenic/likely pathogenic SNVs according to the ACGM guidelines (<xref ref-type="bibr" rid="B28">Richards et al., 2015</xref>) in known ID-associated genes (<ext-link ext-link-type="uri" xlink:href="https://panelapp.genomicsengland.co.uk/panels/285/">https://panelapp.genomicsengland.co.uk/panels/285/</ext-link>).</p>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>There is growing evidence that OGM can integrate all forms of SV, even throughout complex loci, thanks to the uninterrupted assembly of long-range molecules, allowing anchoring and resolving of most SVs regardless of sequence composition (<xref ref-type="bibr" rid="B25">Porubsky et al., 2022</xref>).</p>
<p>Indeed, in the case we studied, the insertional translocation of 2.7&#xa0;Mb leading to the breakage of <italic>FBN1</italic> has been detected thanks to OGM and, after 7&#xa0;years of vain investigations, explained the reasons for the main patient&#x2019;s features, i.e., those coinciding with the Marfan phenotype. On the other hand, no clear basis for the patient&#x2019;s ID could be highlighted. PE-WGS revealed no like-pathogenic or pathogenic SNVs in known ID-associated coding genes, thus pointing to the other genes altered by the rearrangement, namely, <italic>ROBO2, PARP4</italic>, and <italic>RNF17</italic>. <italic>ROBO2,</italic> which was partially lost as a consequence of the 3p deletion, and is of interest, being mainly expressed in the brain (GTEx, V6 release) and intolerant to Lof variants (pLI &#x3d; 1; o/e &#x3d; 0.08; gnomAD v2.1.1). Furthermore, a significant association of rs7642482, near <italic>ROBO2</italic>-3&#x2019;, with expressive vocabulary in infancy was demonstrated (<xref ref-type="bibr" rid="B32">St Pourcain et al., 2014</xref>), whereas a decreased expression was observed in the brains of individuals with autism spectrum disorders (<xref ref-type="bibr" rid="B33">Suda et al., 2011</xref>). These findings are in agreement with the <italic>ROBO2</italic> function as a receptor for SLIT2, and probably SLIT1, which are thought to act as a molecular guide in cell migration, including axonal navigation at the ventral midline of the neural tube and axon projection in different regions during neuronal development (RefSeq NM_002942). To date, heterozygous <italic>ROBO2</italic> pathogenic variants have been associated with autosomal dominant VUR2. The ultrasound scan of the patient&#x2019;s abdomen, specifically requested to highlight any possible alteration of the kidney and urinary tract, associated with the partial loss of <italic>ROBO2</italic>, did not reveal any abnormality, and no clinical signs such as recurrent urinary tract infections were evident.</p>
<p>SNVs associated with VUR2 are located along the entire gene (<xref ref-type="sec" rid="s12">Supplementary Figure S8</xref>) and are mainly of the missense type, suggesting that VUR2 syndrome is the result of a dominant-negative effect. In our patient, the deletion involving <italic>ROBO2</italic> removes exons 1&#x2013;14 (<xref ref-type="fig" rid="F3">Figure 3E</xref>; <xref ref-type="sec" rid="s12">Supplementary Figure S1</xref>), which encode most of the extracellular domains of the protein (<xref ref-type="sec" rid="s12">Supplementary Figure S8</xref>). Analysis of the spared sequence revealed the presence of a start codon at position &#x2b;18 of exon 15, possibly indicating that the C-terminal portion of the protein is translated. This portion retains the transmembrane domain and cytoplasmic region, which is characterized by three intrinsically disordered regions (<xref ref-type="sec" rid="s12">Supplementary Figure S8</xref>). It is, however, difficult to speculate on the effective production and functionality of this truncated protein. Even if translated, the protein is predicted to lack the signal peptide, a short N-terminal sequence that drives trafficking to the cell membrane via the endoplasmic reticulum (<xref ref-type="bibr" rid="B10">Guna and Hegde, 2018</xref>). Mutations or deletions in the signal peptides of other human proteins were shown to result in reduced protein targeting to the cell membrane, retention in the endoplasmic reticulum, or very low-level intracellular expression (<xref ref-type="bibr" rid="B1">Albers et al., 2014</xref>; <xref ref-type="bibr" rid="B34">Uetz-von Allmen et al., 2018</xref>; <xref ref-type="bibr" rid="B26">Potorac et al., 2019</xref>). In any case, even if translated and spared from degradation, the protein would miss the extracellular domains required for interaction with SLIT2, an important mediator of neuronal migration (<xref ref-type="bibr" rid="B4">Bagri et al., 2002</xref>). Thus, in our patient, the deletion is likely to have resulted in a reduced amount of functional ROBO2 protein, which may have affected his neurological development by impairing the axon-guiding function, as demonstrated in the anterior cingulate cortex (<xref ref-type="bibr" rid="B33">Suda et al., 2011</xref>) and in lymphocytes of individuals with autism (<xref ref-type="bibr" rid="B2">Anitha et al., 2008</xref>).</p>
<p>
<italic>PARP4</italic> and <italic>RNF17</italic>, which are also broken by the transposition from 13q to 3p, are not so far disease-associated, and both of them are almost not expressed in the brain. The good tolerance of <italic>PARP4</italic> to Lof variants (pLI &#x3d; 0; gnomAD v2.1.1) makes its involvement in the intellectual disability of the patient unlikely. In contrast, <italic>RNF17</italic> appears highly intolerant to Lof variants (pLI &#x3d; 1; o/e &#x3d; 0.03; gnomAD v2.1.1); however, according to its expression limited to testis, may be involved in spermiogenesis only. In conclusion, an explanation for the ID of the patient is missing, although <italic>ROBO2</italic> appears to be the best candidate. Moreover, we must consider that the reshuffling of topologically associating domains (TADs) may have caused misexpression of intact genes around the breakpoints, especially those within 100&#xa0;kb (<xref ref-type="bibr" rid="B31">Sch&#xf6;pflin et al., 2022</xref>). In silico analysis of the three-dimensional organization of chromatin (<xref ref-type="sec" rid="s12">Supplementary Figure S9</xref>) showed that none of the identified rearrangement breakpoints altered TADs organization or occurred within highly conserved non-coding sequences associated with developmental regulators (<xref ref-type="bibr" rid="B19">Lowther et al., 2022</xref>). However, we cannot rule out that other genes in the 100&#xa0;kb surrounding breakpoints have unbalanced allelic expression (<xref ref-type="bibr" rid="B31">Sch&#xf6;pflin et al., 2022</xref>).</p>
<sec id="s4-1">
<title>The rearrangement</title>
<p>The rearrangement we investigated was <italic>de novo</italic> and of complex type. It is classifiable as a chromoplexy, an event characterized by the exchange of large fragments between chromosomes with or without loss of material (<xref ref-type="bibr" rid="B38">Zepeda-Mendoza and Morton, 2019</xref>). Indeed, for years, three breakpoints, one in the recipient chromosome and two in the donor, have been considered as the basis for insertion occurrence (<xref ref-type="bibr" rid="B20">Madan, 2013</xref>). However, in a limited number of cases, NGS approaches have shown that insertions are events in which several pieces from localized regions of one or more donor chromosomes are mixed and inserted in a disordered arrangement within another recipient chromosome, or in two recipient chromosomes, or in another region of the same donor chromosome (<xref ref-type="bibr" rid="B9">Gu et al., 2016</xref>; <xref ref-type="bibr" rid="B13">Kato et al., 2017</xref>; <xref ref-type="bibr" rid="B6">Dong et al., 2021</xref>). A deletion at the inserting position has been reported in both <italic>de novo</italic> and inherited rearrangements, with the insertion being either copy-number neutral as in our case, or copy-number gain (cases 1 and 2 in <xref ref-type="bibr" rid="B13">Kato et al., 2017</xref> and Cplex4, Cplex9, and Cplex12 in <xref ref-type="bibr" rid="B9">Gu et al., 2016</xref>). Breakpoints&#x2019; definition in some complex rearrangements, especially chromoplexis events, showed overlaps with different repeat classes (<xref ref-type="bibr" rid="B31">Sch&#xf6;pflin et al., 2022</xref>). In our case, five out of seven breakpoints fell within LINE, SINE, and LTR repeats, with a signature of microhomology in two cases, and blunt-end in one (<xref ref-type="table" rid="T1">Table 1</xref>). In particular, the inversion of segment 13C, with retrotransposons to the breakpoints, points to non-allelic homologous recombination as the preferential mechanism of formation of this type of rearrangement (<xref ref-type="bibr" rid="B25">Porubsky et al., 2022</xref>).</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>Our patient has received a clinical diagnosis of MFS since he was 2<sup>6/12</sup>&#xa0;years old. However, the lack of confirmation at the molecular level and the concomitant presence of ID created uncertainties about the real cause of the clinical condition. OGM, which was performed 5&#xa0;years after the first molecular investigations ended the diagnostic odyssey by showing that the patient was actually suffering from MFS due to the transposition of part of the <italic>FBN1</italic> gene from 15q to 3p, even if the basis of the patient&#x2019;s ID remains vague and considering possible alterations of the TADs as a consequence of the rearrangement&#x2019;s breakpoints. While more evidence is needed, <italic>ROBO2</italic> appears to be the best candidate for the ID observed in our patient.</p>
<p>Our study further emphasizes the role of neutral SVs in missing diagnoses of Mendelian disorders, including those that are clinically and molecularly confident. This is the case for subchromosomal-size inversions for which OGM has been shown to be much more frequent than previously estimated (<xref ref-type="bibr" rid="B25">Porubsky et al., 2022</xref>). OGM highlights that even copy-neutral insertions increase the burden of genetic disorders, demonstrating that some of them are found in regions refractory to sequencing (<xref ref-type="bibr" rid="B29">Sabatella et al., 2021</xref>; <xref ref-type="bibr" rid="B35">Yang and Hao, 2022</xref>; <xref ref-type="bibr" rid="B39">Zhang et al., 2023</xref>). A separate condition concerns the so-called copy-neutral loss-of-heterozygosity (CN-LoH). This condition has been reported in aging, cancer, and increasingly in congenital disorders. In all cases, variants with a lower cell fitness, disease variants, or chromosomal imbalances can be removed by somatic recombination, resulting in segmental uniparental disomy and CN-LoH (<xref ref-type="bibr" rid="B18">Loh et al., 2020</xref>; <xref ref-type="bibr" rid="B24">Papenhausen et al., 2021</xref>). CN-LoHs are detected through trio SNP analysis and are unquestionable of postzygotic origin. However, the expected mosaicism with the cell line presumably present in the zygote or at early embryogenesis is not always detected, sometimes making it difficult to correlate the CN-LoH region with the patient&#x2019;s phenotypic abnormalities. At least in the case of CN-LoHs in mosaic with SVs for the same chromosome regions, OGM technologies could indeed be superior to other sequencing techniques (<xref ref-type="bibr" rid="B22">Noyes et al., 2022</xref>).</p>
<p>This study provides further overwhelming evidence that chromosomal rearrangements, although not necessarily complex, require OGM testing, even before any other molecular investigation. This approach might be suitable both in the presence of congenital disorders and in apparently healthy infants, considering the long-term morbidity that can be unpredictable at birth (<xref ref-type="bibr" rid="B16">Li et al., 2014</xref>; <xref ref-type="bibr" rid="B12">Halgren et al., 2018</xref>; <xref ref-type="bibr" rid="B8">Fjorder et al., 2019</xref>).</p>
<p>Even if the breakpoint sequence is not provided, the OGM software we used can capture and highlight complex genomic rearrangements in a very intuitive and effective manner. The combination of the CNV and SV pipelines allows one to both highlight unbalanced variants &#x3e;500 bp and to reconstruct the final order and orientation of the displaced regions. In contrast, short-reads genome sequencing, without knowing <italic>a priori</italic> which regions have to be investigated, requires endless manual visual inspection with the risk of losing regions masked by segmental duplications/high copy repeats that are not captured by the methodology. Based on the present study, the use of OGM before any other molecular analysis is recommended for the complex chromosomal rearrangement, and perhaps for the apparently simple ones, both associated with congenital clinical disorders or present in apparently healthy newborns, taking into consideration long-term morbidity that can be unpredictable at birth (<xref ref-type="bibr" rid="B16">Li et al., 2014</xref>; <xref ref-type="bibr" rid="B12">Halgren et al., 2018</xref>; <xref ref-type="bibr" rid="B8">Fjorder et al., 2019</xref>). This study also emphasizes the need to approach the diagnosis of genetic diseases in the context of the entire genome rather than key genes, as is common practice for most medical classes (<xref ref-type="bibr" rid="B21">Mahmoud et al., 2023</xref>).</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The datasets for this article are not publicly available due to concerns regarding participant/patient anonymity. Requests to access the datasets should be directed to the corresponding author.</p>
</sec>
<sec id="s7">
<title>Ethics statement</title>
<p>The studies involving humans were approved by the Comitato Etico dell&#x2019;I.R.C.C.S. Eugenio Medea, sez. Scientifica dell&#x2019;Associazione &#x201c;La Nostra Famiglia. The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation in this study was provided by the participants&#x2019; legal guardians/next of kin. Written informed consent was obtained from the individual(s) for the publication of any potentially identifiable images or data included in this article.</p>
</sec>
<sec id="s8">
<title>Author contributions</title>
<p>Conceptualization: MB; data analysis, MB and ES; patient clinical evaluation, TM; technical support, MB, SB, and ES; <italic>ROBO2</italic> protein structure analysis: MS; TAD analysis, MB and EE; data curation, MB; Writing&#x2014;original draft: MB and OZ; Writing&#x2014;review and editing, MS, EE, MB, and OZ; Generation of figures: MB; funding acquisition: MB. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s9">
<title>Funding</title>
<p>This research was funded by the Italian Ministry of Health (&#x201c;Ricerca corrente 2023&#x201d;) to MB.</p>
</sec>
<ack>
<p>We are grateful to the family for participating in this study.</p>
</ack>
<sec sec-type="COI-statement" id="s10">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s11">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s12">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fgene.2023.1244983/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fgene.2023.1244983/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.pdf" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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