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<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>
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<article-meta>
<article-id pub-id-type="publisher-id">1352063</article-id>
<article-id pub-id-type="doi">10.3389/fgene.2024.1352063</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Genetics</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Deciphering complexity: <italic>TULP1</italic> variants linked to an atypical retinal dystrophy phenotype</article-title>
<alt-title alt-title-type="left-running-head">Esteve-Garcia 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.2024.1352063">10.3389/fgene.2024.1352063</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Esteve-Garcia</surname>
<given-names>Anna</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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<contrib contrib-type="author">
<name>
<surname>Cobos</surname>
<given-names>Estefania</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Sau</surname>
<given-names>Cristina</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2651735/overview"/>
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<contrib contrib-type="author">
<name>
<surname>Padr&#xf3;-Miquel</surname>
<given-names>Ariadna</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2171291/overview"/>
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<contrib contrib-type="author">
<name>
<surname>Catal&#xe0;-Mora</surname>
<given-names>Jaume</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2652083/overview"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Barber&#xe1;n-Mart&#xed;nez</surname>
<given-names>Pilar</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
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<contrib contrib-type="author">
<name>
<surname>Mill&#xe1;n</surname>
<given-names>Jos&#xe9; M.</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Garc&#xed;a-Garc&#xed;a</surname>
<given-names>Gema</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Aguilera</surname>
<given-names>Cinthia</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Clinical Genetics</institution>, <institution>Bellvitge University Hospital</institution>, <institution>Institut d&#x2019;Investigaci&#xf3; Biom&#xe8;dica de Bellvitge (IDIBELL)</institution>, <institution>L&#x27;Hospitalet de Llobregat</institution>, <addr-line>Barcelona</addr-line>, <country>Spain</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Ophthalmology</institution>, <institution>Bellvitge University Hospital</institution>, <institution>Institut d&#x2019;Investigaci&#xf3; Biom&#xe8;dica de Bellvitge (IDIBELL)</institution>, <institution>L&#x27;Hospitalet de Llobregat</institution>, <addr-line>Barcelona</addr-line>, <country>Spain</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Genetics Laboratory</institution>, <institution>Bellvitge University Hospital</institution>, <institution>Institut d&#x2019;Investigaci&#xf3; Biom&#xe8;dica de Bellvitge (IDIBELL)</institution>, <institution>L&#x27;Hospitalet de Llobregat</institution>, <addr-line>Barcelona</addr-line>, <country>Spain</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Ophthalmology</institution>, <institution>SJD Barcelona Children&#x2019;s Hospital</institution>, <addr-line>Barcelona</addr-line>, <country>Spain</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Molecular</institution>, <institution>Cellular, and Genomic Biomedicine Group</institution>, <addr-line>Valencia</addr-line>, <country>Spain</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Joint Unit CIPF-IIS La Fe Molecular</institution>, <institution>Cellular and Genomic Biomedicine</institution>, <addr-line>Valencia</addr-line>, <country>Spain</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>Center for Rare Diseases (CIBERER)</institution>, <addr-line>Madrid</addr-line>, <country>Spain</country>
</aff>
<aff id="aff8">
<sup>8</sup>
<institution>University and Polytechnic La Fe Hospital of Valencia</institution>, <addr-line>Valencia</addr-line>, <country>Spain</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/604391/overview">Stephen J. Bush</ext-link>, Xi&#x2019;an Jiaotong University, China</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/580635/overview">Said El Shamieh</ext-link>, Beirut Arab University, Lebanon</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2614410/overview">Lama Jaffal</ext-link>, Lebanese International University, Lebanon</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Anna Esteve-Garcia, <email>aesteveg@bellvitgehospital.cat</email>; Cinthia Aguilera, <email>caguilerar@bellvitgehospital.cat</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>21</day>
<month>02</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1352063</elocation-id>
<history>
<date date-type="received">
<day>07</day>
<month>12</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>01</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Esteve-Garcia, Cobos, Sau, Padr&#xf3;-Miquel, Catal&#xe0;-Mora, Barber&#xe1;n-Mart&#xed;nez, Mill&#xe1;n, Garc&#xed;a-Garc&#xed;a and Aguilera.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Esteve-Garcia, Cobos, Sau, Padr&#xf3;-Miquel, Catal&#xe0;-Mora, Barber&#xe1;n-Mart&#xed;nez, Mill&#xe1;n, Garc&#xed;a-Garc&#xed;a and Aguilera</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>
<bold>Introduction:</bold> <italic>TULP1</italic> exemplifies the remarkable clinical and genetic heterogeneity observed in inherited retinal dystrophies. Our research describes the clinical and molecular characteristics of a patient manifesting an atypical retinal dystrophy pattern, marked by the identification of both a previously unreported and a rarely encountered <italic>TULP1</italic> variant.</p>
<p>
<bold>Methods:</bold> Whole-exome sequencing was performed to identify potential causative variants. The pathogenicity of the identified <italic>TULP1</italic> variants was evaluated through <italic>in silico</italic> predictors and a minigene splice assay, specifically designed to assess the effect of the unreported <italic>TULP1</italic> variant.</p>
<p>
<bold>Results:</bold> We identified two <italic>TULP1</italic> gene variants in a patient exhibiting unusual and symmetrical alterations in both retinas, characterized by an increase in autofluorescence along the distribution of retinal vessels. These variants included a known rare missense variant, c.1376T&#x3e;C, and a novel splice site variant, c.822G&#x3e;T. For the latter variant (c.822G&#x3e;T), we conducted a minigene splice assay that demonstrated the incorporation of a premature stop codon. This finding suggests a likely activation of the nonsense-mediated mRNA decay mechanism, ultimately resulting in the absence of protein production from this allele. Segregation analysis confirmed that these variants were in <italic>trans</italic>.</p>
<p>
<bold>Discussion:</bold> Our data support that individuals with biallelic <italic>TULP1</italic> variants may present with a unique pattern of macular degeneration and periarteriolar vascular pigmentation. This study highlights the importance of further clinical and molecular characterization of <italic>TULP1</italic> variants to elucidate genotype&#x2013;phenotype correlations in the context of inherited retinal dystrophies.</p>
</abstract>
<kwd-group>
<kwd>
<italic>TULP1</italic>
</kwd>
<kwd>inherited retinal dystrophy</kwd>
<kwd>atypical phenotype</kwd>
<kwd>whole-exome sequencing</kwd>
<kwd>minigene splice assay</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Human and Medical Genomics</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Inherited retinal dystrophies (IRDs) constitute a spectrum of conditions characterized by both clinical and genetic heterogeneity, affecting approximately 1 in 3,000 individuals (<xref ref-type="bibr" rid="B16">Hanany et al., 2020</xref>). This clinical diversity ranges from non-progressive diseases like night blindness to progressive conditions such as retinitis pigmentosa (RP) (<xref ref-type="bibr" rid="B13">Garc&#xed;a Boh&#xf3;rquez et al., 2021</xref>; <xref ref-type="bibr" rid="B35">Perea-Romero et al., 2021</xref>). The identification of over 300 genes conclusively linked to IRDs (RetNet, <ext-link ext-link-type="uri" xlink:href="https://web.sph.uth.edu/RetNet/">https://web.sph.uth.edu/RetNet/</ext-link>; accessed on 13 January 2024) also exhibits the complex nature of these conditions, marked by extensive genetic heterogeneity and variable expressivity. Notably, different variants within the same gene can lead to a wide range of clinical presentations (<xref ref-type="bibr" rid="B9">Chen et al., 2018</xref>; <xref ref-type="bibr" rid="B5">Bianco et al., 2023</xref>), and conversely, similar clinical manifestations may result from variants in different genes (<xref ref-type="bibr" rid="B13">Garc&#xed;a Boh&#xf3;rquez et al., 2021</xref>; <xref ref-type="bibr" rid="B35">Perea-Romero et al., 2021</xref>; <xref ref-type="bibr" rid="B40">Smirnov et al., 2021</xref>). Additionally, evidence supports the significant role of gene modifiers in human eye diseases (<xref ref-type="bibr" rid="B31">Meyer and Anderson, 2017</xref>; <xref ref-type="bibr" rid="B26">Li et al., 2021</xref>), introducing an added layer of complexity to the diagnosis and understanding of IRDs.</p>
<p>The <italic>TULP1</italic> gene serves as an example of the heterogeneity observed in IRDs. The link between <italic>TULP1</italic> and autosomal recessive IRDs was first established in 1998 (<xref ref-type="bibr" rid="B2">Banerjee et al., 1998</xref>; <xref ref-type="bibr" rid="B15">Hagstrom et al., 1998</xref>). Since then, <italic>TULP1</italic> biallelic variants have been extensively associated with various forms of IRDs, including non-syndromic RP, Leber congenital amaurosis, cone dystrophy, and rod&#x2013;cone dystrophy (<xref ref-type="bibr" rid="B41">Ullah et al., 2016</xref>; <xref ref-type="bibr" rid="B6">Bodenbender et al., 2023</xref>). To date, the LOVD database (<ext-link ext-link-type="uri" xlink:href="http://www.lovd.nl/gene">www.lovd.nl/gene</ext-link>, accessed on 13 January 2024) records a total of 117 unique <italic>TULP1</italic> variants. Among these, 46 are classified as variants of uncertain significance (VUS), while 106 are categorized as likely pathogenic or pathogenic.</p>
<p>
<italic>TULP1</italic> encodes Tubby-like protein 1, which is a member of the TULP protein family (<xref ref-type="bibr" rid="B33">North et al., 1997</xref>; <xref ref-type="bibr" rid="B32">Nishina et al., 1998</xref>). TULP proteins have been well-documented for their critical roles in the development and function of the central nervous system (<xref ref-type="bibr" rid="B17">Ikeda et al., 2002</xref>). Despite displaying different expression patterns, all TULP proteins share a conserved C-terminal region of approximately 200 amino acids known as the tubby domain. TULP1, in particular, is exclusively expressed in the retina, primarily within the cytoplasm of retinal photoreceptor cells (<xref ref-type="bibr" rid="B18">Ikeda et al., 1999</xref>). It is assumed that TULP1 is involved in various protein&#x2013;protein interactions and the intracellular protein transport, including rhodopsin and vesicle transport to and from the outer segments of photoreceptor cells (<xref ref-type="bibr" rid="B14">Hagstrom et al., 2001</xref>).</p>
<p>
<xref ref-type="bibr" rid="B6">Bodenbender et al. (2023)</xref> reported the largest <italic>TULP1</italic>-related IRD cohort to date. This research established a connection between biallelic <italic>TULP1</italic> variants and a wide range of clinical phenotypes, emphasizing the remarkable heterogeneity in <italic>TULP1</italic>-related retinal dystrophy. The authors suggested that protein misfolding could be a key factor contributing to the variable clinical presentations resulting from <italic>TULP1</italic> gene variants. However, the intricate mechanisms underlying how TULP1 misfolding leads to specific clinical phenotypes still remain unknown (<xref ref-type="bibr" rid="B7">Boggon et al., 1999</xref>; <xref ref-type="bibr" rid="B17">Ikeda et al., 2002</xref>).</p>
<p>In our current research, we explore the clinical and molecular characteristics of a patient with biallelic <italic>TULP1</italic> variants presented with a unique pattern of macular degeneration and periarteriolar vascular pigmentation. Our primary focus lies on the identification of both a newly identified and a previously reported variant within the <italic>TULP1</italic> gene. This study aims to broaden the understanding of the relationship between <italic>TULP1</italic> and IRDs.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>2 Materials and methods</title>
<sec id="s2-1">
<title>2.1 Clinical evaluation</title>
<p>The proband underwent a comprehensive clinical assessment conducted by an experienced retinal ophthalmologist. The clinical diagnosis encompassed an array of ophthalmological evaluations, comprising visual acuity assessment, detailed fundoscopic examination, fundus photography, ultra-widefield autofluorescence (FAF) imaging, and spectral domain optical coherence tomography (SD-OCT). Electrophysiological evaluations, involving full-field flash electroretinography (ffERG) and multifocal ERG (mfERG), were also performed, following the protocols established by the International Society for Clinical Electrophysiology of Vision (ISCEV) (<xref ref-type="bibr" rid="B30">McCulloch et al., 2015</xref>).</p>
<p>The study received the ethical approval (number PR014/22) from the Ethical Committee of the University Hospital of Bellvitge and adhered to the principles outlined in the Declaration of Helsinki (<xref ref-type="bibr" rid="B45">World Medical Association, 2013</xref>). Written informed consent for both the genetic analysis and the publication of the paper was obtained from the participating patient.</p>
</sec>
<sec id="s2-2">
<title>2.2 Whole-exome sequencing and analysis</title>
<p>Whole-exome sequencing (WES) was conducted with xGen Exome Panel v2.0 (Integrated DNA Technologies, Inc., Iowa, USA). The resulting genomic library was sequenced on a NovaSeq 6000 platform (Illumina, San Diego, USA), using a 2 &#xd7; 100&#xa0;bp paired-end module. Subsequent bioinformatic analysis was performed using the Data Genomics Exome pipeline (version v19.1) developed by Health in Code (Valencia, Spain). For copy number variation (CNV) analysis, VarSeq software (Golden Helix, Inc., Montana, USA) was used.</p>
<p>WES data were filtered by a virtual gene panel comprising 295 genes (<xref ref-type="sec" rid="s11">Supplementary Data S1</xref>) associated with IRDs. Only variants with a read count greater than 20 and a frequency exceeding 30% were considered. Furthermore, variants were filtered based on a minor allele frequency of 1/500 in gnomAD v2.1.1 (<xref ref-type="bibr" rid="B23">Karczewski et al., 2020</xref>).</p>
<p>Variants showing a predicted deleterious effect on the encoded protein were retained for further analyses, with priority given to nonsense, frameshift, splice site, and missense variants. The impact of missense variants was evaluated through the REVEL <italic>in silico</italic> tool (<xref ref-type="bibr" rid="B19">Ioannidis et al., 2016</xref>). For assessing splice site variants, the following bioinformatics tools were used: SpliceAI (<xref ref-type="bibr" rid="B21">Jaganathan et al., 2019</xref>), MaxEntScan, and SPiP. The latter predictors were used through the MobiDetails platform (<ext-link ext-link-type="uri" xlink:href="https://mobidetails.iurc.montp.inserm.fr/MD/">https://mobidetails.iurc.montp.inserm.fr/MD/</ext-link>) (<xref ref-type="bibr" rid="B4">Baux et al., 2021</xref>). The NMDEscPredictor was used to predict whether the transcript might be subject to degradation by nonsense-mediated decay (NMD) or not (<ext-link ext-link-type="uri" xlink:href="https://nmdprediction.shinyapps.io/nmdescpredictor/">https://nmdprediction.shinyapps.io/nmdescpredictor/</ext-link>) (<xref ref-type="bibr" rid="B10">Coban-Akdemir et al., 2018</xref>).</p>
<p>To validate the identified variants and investigate their segregation, Sanger sequencing was used. This also aimed to ascertain whether the variants coexisted in the same allele (<italic>cis</italic> configuration) or in separate alleles (<italic>trans</italic> configuration).</p>
</sec>
<sec id="s2-3">
<title>2.3 Minigene splice assay</title>
<p>To confirm the pathogenicity of the <italic>TULP1</italic>(NM_003322.6):c.822G&#x3e;T variant, which has the potential to impact splicing, a minigene splice assay was conducted. The assay was based on a previously described protocol (<xref ref-type="bibr" rid="B38">Rodriguez-Mu&#xf1;oz et al., 2022</xref>).</p>
<p>The exon containing the variant (exon 8) and approximately 250 bp of the adjacent 5&#x2032; and 3&#x2032; intronic regions were amplified from the patient&#x2019;s DNA using the Phusion High-Fidelity Polymerase enzyme (Thermo Fisher Scientific, Waltham, MA, USA). The primers used for amplification also incorporated the restriction sites for the XhoI and NheI enzymes (<xref ref-type="sec" rid="s11">Supplementary Table S1</xref>). These enzymes were subsequently used to digest both the pSPL3 vector (kindly provided by Dr. I. Botillo and Dr. S. Tufery-Giraud) and the purified amplicon. Following the purification of the digested products, the amplicon was inserted into the plasmid using T4 DNA ligase (Thermo Fisher Scientific). NEB Stable competent <italic>Escherichia coli</italic> cells were transformed with vector construction by electroporation. Wild-type and mutant constructs were confirmed by Sanger sequencing. Then, two replicates of the transfection were carried out as follows: 500&#xa0;ng of wild-type and mutant constructs were separately transfected in HEK293 cells using the Lipofectamine&#x2122; 3000 reagent (Thermo Fisher Scientific). After 24&#xa0;h, the cells were collected, and total RNA was isolated using the RNeasy Mini kit (QIAGEN, Hilden, Germany). RT-PCR was performed using the PrimeScript RT Reagent Kit (TaKaRa, Kusatsu, Japan). The cDNA was amplified with the FIREPol DNA Polymerase enzyme (Solis BioDyne, Tartu, Estonia) using pSPL3-specific primers. The products were separated on a 2% agarose gel, and bands were purified with the QIAquick Gel Extraction Kit (QIAGEN, Hilden, Germany). The results were analyzed by Sanger sequencing.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>3 Results</title>
<sec id="s3-1">
<title>3.1 Clinical description</title>
<p>The family pedigree is shown in <xref ref-type="fig" rid="F1">Figure 1</xref>. The proband, identified as III.3, is a 51-year-old Caucasian male who presented at our joint Ophthalmology&#x2013;Genetics Clinic with a 10-year history of bilateral progressive vision loss and photophobia. He mentioned experiencing nyctalopia from the age of 20, which he attributed to his preexisting myopia and astigmatism. The patient&#x2019;s brother, a 59-year-old man, referred to be experiencing visual impairment in his left eye. No other relevant ophthalmological family history was noted. The proband has two asymptomatic children.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Family pedigree of the investigated patient. The proband (III-3) is marked by an arrow, and the black shaded square represents bilateral ophthalmological disease. The brother of the patient (III-2) presents with visual loss in the left eye, not suggestive of retinal dystrophy, which is represented by a small shaded square.</p>
</caption>
<graphic xlink:href="fgene-15-1352063-g001.tif"/>
</fig>
<p>Upon the initial ophthalmic evaluation of the proband, Snellen visual acuity measurements were 20/800 in the right eye (OD) and 20/1600 in the left eye (OS). Anterior segment biomicroscopy revealed the presence of bilateral nuclear cataracts. Fundus examination unveiled a distinctive pattern of retinal pathology with an extensive atrophy of the retinal pigment epithelium, notably between the arcades in the posterior pole accompanied by a mild preservation of the perifoveal retina, characteristic of a bull&#x2019;s eye maculopathy. The atrophic changes extended into the nasal region, progressing toward the equatorial retina, where some intraretinal spicule-shaped pigmentary deposits were discernible.</p>
<p>SD-OCT imaging confirmed foveal thinning, along with evident distortion and the loss of the outer nuclear layer, external limiting membrane, ellipsoid zone, and retinal pigment epithelium bilaterally. FAF imaging revealed a well-defined hypofluorescent area in the posterior pole and nasal retina, encircled by a hyperautofluorescent border. Additionally, a prominent increase in autofluorescence around the retinal arteries was observed in the equatorial retina, extending into the mid-peripheral region (<xref ref-type="fig" rid="F2">Figure 2</xref>). The ffERG results revealed a diminished response in both scotopic and photopic protocols. MfERG displayed a notable absence of responses in the four peripheral rings, with residual responses in the central ring showing reduced amplitudes (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Ultra-widefield fundus imaging and OCT analysis of the retinal changes in both eyes. Ultra-widefield fundus photographs of the right <bold>(A)</bold> and left <bold>(B)</bold> eyes, revealing significant retinal atrophy surrounding the optic disc, affecting both superior and inferior vascular arcades. Additionally, bone spicules are evident in the nasal quadrant, accompanied by narrowed vessels. Notably, both eyes display a perifoveal ring of atrophy within the macular area. Subretinal optical coherence tomography (ssOCT) scans of the right <bold>(C)</bold> and left <bold>(D)</bold> eyes reveal a pronounced loss of the ellipsoid layer in the outer segments, with a mild degree of preservation observed in the subfoveal photoreceptors. The inner retinal layers exhibit relatively better preservation. Ultra-widefield autofluorescence (FAF) images for the right <bold>(E)</bold> and left <bold>(F)</bold> eyes highlight marked reductions in FAF intensity within the posterior pole and nasal retinal regions, including the peripapillary area, with minimal FAF preservation evident in the foveal region. The perivascular retina exhibits increased FAF extending from the posterior pole to the mid-peripheral regions. OD, right eye; OS, left eye.</p>
</caption>
<graphic xlink:href="fgene-15-1352063-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Full-field flash electroretinography (ffERG) and multifocal ERG (mfERG) results. In panels <bold>(A, B)</bold>, dark-adapted ERG, adhering to ISCEV standards, was recorded using Dawson, Trick, and Litzkow (DTL) electrodes. After the DA 0.01 cd-s/m<sup>2</sup> stimulus, both eyes exhibited a flat response <bold>(A)</bold>. DA 10.0 cd-s/m<sup>2</sup> response showed an increase in implicit time and a reduction in amplitude for both <bold>(A, B)</bold> waves, with the differences being more pronounced in the right eye. Panel <bold>(C)</bold> illustrates the light-adapted protocol using DTL electrodes, wherein the 30-Hz flicker ERG demonstrated a flat response. Panels <bold>(D, E)</bold> showcase multifocal ERG results for the right <bold>(D)</bold> and left <bold>(E)</bold> eyes, recorded with jet corneal electrodes. These results indicate a decrease in P1 amplitudes in both central and peripheral rings, with minimal foveal sparing observed in the first ring.</p>
</caption>
<graphic xlink:href="fgene-15-1352063-g003.tif"/>
</fig>
<p>Comprehensive evaluation of the ophthalmic assessments and clinical symptoms led to the clinical diagnosis of cone&#x2013;rod dystrophy in the patient.</p>
<p>An ophthalmic examination of the proband&#x2019;s brother, a 59-year-old man, revealed scarring with loss of macular photoreceptors in the left eye, without affecting the right eye, which is not suggestive of retinal dystrophy.</p>
</sec>
<sec id="s3-2">
<title>3.2 Identification of biallelic variants in the <italic>TULP1</italic> gene</title>
<p>WES analysis identified a total of 36 variants after filtering the exome data for the 295 candidate IRD genes and applying a population allele frequency threshold of 1/500. Among these variants, only four were predicted to have potential deleterious effects on the corresponding proteins according to the REVEL score (<xref ref-type="sec" rid="s11">Supplementary Table S2</xref>). Finally, two variants, <italic>GUCY2D</italic> (NM_000180.4):c.1664A&#x3e;G and <italic>NPHP4</italic>(NM_015102.5):c.3630T&#x3e;G, were excluded from further considerations. The former showed non-segregation with the disease within the family, while the latter was identified in a gene that follows an autosomal recessive inheritance pattern, lacking a second detected variant.</p>
<p>Two heterozygous variants within the <italic>TULP1</italic> gene emerged as the most promising candidates: an unreported variant, NM_003322.6:c.822G&#x3e;T, and a previously described variant, NM_003322.6:c.1376T&#x3e;C (<xref ref-type="sec" rid="s11">Supplementary Table S2</xref>). The variant c.822G&#x3e;T is a novel alteration located in exon 8/15, resulting on the substitution of a highly conserved lysine with asparagine at position 274 of the protein NP_003313.3:p.(Lys274Asn), located within the disordered domain of TULP1 (<xref ref-type="sec" rid="s11">Supplementary Table S2</xref>). Importantly, this substitution is located on the final nucleotide of exon 8 and is predicted to impact the splicing process. <italic>In silico</italic> splicing predictors suggested that the variant was likely to affect splicing (SpliceAI score 0.92, SPiP score 0.976, and MaxEntScan score &#x2212;10.19), potentially leading to the loss of a donor splicing site and causing an exon skipping or the utilization of a cryptic splice site located eight nucleotides upstream (PP3-supporting). The variant was absent from gnomAD (PM2-supporting) (<xref ref-type="sec" rid="s11">Supplementary Table S3</xref>). In line with the ACMG/AMP guidelines (<xref ref-type="bibr" rid="B37">Richards et al., 2015</xref>), the variant was initially classified as a variant of uncertain significance.</p>
<p>The second variant identified, c.1376T&#x3e;C, is located in exon 14/15 within the <italic>TULP1</italic> gene, resulting in the amino acid substitution of a strongly conserved isoleucine with threonine at position 459 of the protein NP_003313.3:p. (Ile459Thr) (<xref ref-type="sec" rid="s11">Supplementary Figure S1</xref>). This variant exhibits a low frequency in gnomAD v2.1.1 (allele frequency 0.000077 in the European non-Finnish population) (PM2-supporting). The <italic>in silico</italic> predictor REVEL suggests a deleterious impact on the protein, with a score of 0.865 (PP3-moderate). Notably, this variant is situated within the tubby domain, a known hotspot for <italic>TULP1</italic> variants (PM1-moderate). Furthermore, an alternative variant (chr6:35467877A&#x3e;T, p.(Ile459Thr)) has been reported as pathogenic in the UniProt database (<xref ref-type="bibr" rid="B3">Bateman et al., 2023</xref>) (PM5-moderate). This variant has also been documented in the ClinVar database (<xref ref-type="bibr" rid="B25">Landrum et al., 2018</xref>) (VCV000194380.14), where it is classified as a variant of uncertain significance and likely benign (<xref ref-type="sec" rid="s11">Supplementary Table S3</xref>). Additionally, the variant has been previously reported in several scientific articles (<xref ref-type="bibr" rid="B43">Wang et al., 2014</xref>; <xref ref-type="bibr" rid="B41">Ullah et al., 2016</xref>; <xref ref-type="bibr" rid="B9">Chen et al., 2018</xref>). In accordance with the ACMG/AMP guidelines, the variant was classified as likely pathogenic.</p>
<p>The segregation study conducted in the patient&#x2019;s brother demonstrated that the variants were located in different alleles (<italic>trans</italic> configuration) (<xref ref-type="sec" rid="s11">Supplementary Figure S2</xref>). Although this finding supported the use of the PM3-moderate criterion for classifying the c.822G&#x3e;T variant, it still remained classified as a variant of uncertain significance.</p>
</sec>
<sec id="s3-3">
<title>3.3 Minigene splice assay results</title>
<p>All the <italic>in silico</italic> predictors mentioned above predicted an aberrant splicing of the <italic>TULP1</italic>(NM_003322.6):c.822G&#x3e;T variant. To validate the variant&#x2019;s functional impact, a minigene splice assay was conducted.</p>
<p>In the wild-type minigene, a fragment corresponding to the wild-type mRNA was observed (<xref ref-type="fig" rid="F4">Figure 4A</xref>, band A&#x2014;Wt). However, in the mutant minigene, three transcripts were observed: the wild-type transcript (<xref ref-type="fig" rid="F4">Figure 4A</xref>, band A&#x2014;Mut) and two aberrant transcripts. One aberrant transcript results from the exclusion of exon 8 attributed to the loss of the native donor splice site (<xref ref-type="fig" rid="F4">Figure 4A</xref>, band C&#x2014;Mut) (SpliceAI: 0.92). Conversely, the alternative band encompasses exon 8, except for the final 8 bp, stemming from the activation of a cryptic donor site (<xref ref-type="fig" rid="F4">Figure 4A</xref>, band B&#x2014;Mut) (SpliceAI: 0.60).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Minigene splice assay conducted on the <italic>TULP1</italic>:c.822G&#x3e;T variant. <bold>(A)</bold> Agarose gel electrophoresis of the products obtained by RT-PCR from both the wild-type (Wt) and mutated (Mut) constructs, with experiments performed in duplicate (R1 and R2). On the right side, a representation of the amplified products is provided, with yellow boxes representing the SD6 and SA2 exons from pSPL3 and the green box representing exon 8 of the <italic>TULP1</italic> gene. <bold>(B)</bold> Schematic representation of the <italic>TULP1</italic> gene exons 7, 8, and 9 illustrates the predicted impact of the c.822G&#x3e;T variant on splicing. The upper scheme depicts the molecular effects of exon 8 skipping, while the lower scheme illustrates the loss of the last 8 bp of exon 8. Exons are depicted as boxes, and introns are represented as lines.</p>
</caption>
<graphic xlink:href="fgene-15-1352063-g004.tif"/>
</fig>
<p>Regarding the protein-level effect, both aberrant transcripts would generate a change in the reading frame, resulting in a premature stop codon and a truncated protein (<xref ref-type="fig" rid="F4">Figure 4B</xref>). Therefore, mRNA degradation of both transcripts could occur through NMD, according to the NMDEscPredictor.</p>
<p>Based on these findings, the NM_003322.6:c.822G&#x3e;T variant was reclassified as pathogenic as it met the criteria for PVS1 in accordance with the ClinGen SVI splicing group&#x2019;s recommendations (<xref ref-type="bibr" rid="B42">Walker et al., 2023</xref>).</p>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>4 Discussion</title>
<p>TULP1 is a crucial retinal protein for intracellular protein transport within photoreceptor cells. It has been associated with a wide range of retinal disorders including RP and early-onset RP, Leber congenital amaurosis, cone dystrophy, and rod&#x2013;cone dystrophy (<xref ref-type="bibr" rid="B2">Banerjee et al., 1998</xref>; <xref ref-type="bibr" rid="B15">Hagstrom et al., 1998</xref>; <xref ref-type="bibr" rid="B27">Lobo et al., 2016</xref>; <xref ref-type="bibr" rid="B44">Woodard et al., 2021</xref>; <xref ref-type="bibr" rid="B11">den Hollander et al., 2007</xref>; <xref ref-type="bibr" rid="B20">Jacobson et al., 2014</xref>). Despite the diversity of associated conditions, consistent differences in clinical presentation attributed to specific <italic>TULP1</italic> variants, or their impacts on the protein have not been reported (<xref ref-type="bibr" rid="B33">North et al., 1997</xref>; <xref ref-type="bibr" rid="B27">Lobo et al., 2016</xref>; <xref ref-type="bibr" rid="B36">Remez et al., 2020</xref>; <xref ref-type="bibr" rid="B22">Jia et al., 2022</xref>). Notably, it has been suggested that patients carrying homozygous or compound heterozygous <italic>TULP1</italic> pathogenic variants, particularly those affecting the tubby domain and/or resulting in a loss-of-function (LOF) effect, typically exhibit a severe, early-onset form of retinal dystrophy (<xref ref-type="bibr" rid="B11">den Hollander et al., 2007</xref>; <xref ref-type="bibr" rid="B20">Jacobson et al., 2014</xref>; <xref ref-type="bibr" rid="B22">Jia et al., 2022</xref>; <xref ref-type="bibr" rid="B29">Mataftsi et al., 2007</xref>).</p>
<p>Here, we describe a patient presenting a novel <italic>TULP1</italic> gene variant (c.822G&#x3e;T), which has been predicted to disrupt the splicing process. The variant is located within the disordered domain, for which structural information is currently lacking (<xref ref-type="bibr" rid="B7">Boggon et al., 1999</xref>; <xref ref-type="bibr" rid="B27">Lobo et al., 2016</xref>). In a hypothetical scenario where the protein is synthesized, it is possible that the tubby domain might be absent. Our minigene splice assays demonstrated that the c.822G&#x3e;T variant induces exon 8 skipping, resulting in the formation of a premature stop codon p.(Gly240Glufs&#x2a;109). Alternatively, there is a possibility that, instead of exon skipping, the last eight base pairs of exon 8 are omitted, thereby leading to a premature stop codon p.(Gly272Glufs&#x2a;109). In both scenarios, the introduction of a premature stop codon is likely to activate the NMD mechanism, ultimately resulting in the absence of protein production from this allele (<xref ref-type="fig" rid="F4">Figure 4B</xref>). Similarly, <xref ref-type="bibr" rid="B6">Bodenbender et al. (2023)</xref> performed minigene assays for the c.1495&#x2b;1G&#x3e;A and c.1496&#x2013;6C&#x3e;A <italic>TULP1</italic> variants. In both cases, the variants were predicted to induce frameshift variants and premature termination codons, leading to the probable degradation of the mutant transcript via the NMD mechanism. The first variant achieved this by inducing exon 14 skipping and the insertion of 17 amino acids p.(Ala442Profs&#x2a;18), while the second variant activated a cryptic acceptor site p.(Pro499Leufs&#x2a;143). Further functional studies would be required in retinal cells to establish the pathogenic mechanism, considering that splicing is specific to the tissue.</p>
<p>On the other hand, the c.1376T&#x3e;C, p.(Ile459Thr) variant induces a substitution at amino acid position 459, replacing an isoleucine with a threonine. This change entails a shift from a hydrophobic side chain to a polar one, which could potentially affect protein stability or induce misfolding (<xref ref-type="bibr" rid="B27">Lobo et al., 2016</xref>). The variant p.(Ile459Thr) is located in the tubby domain of TULP1, which has previously been shown to exhibit DNA-binding activity and function as a transcription factor (<xref ref-type="bibr" rid="B8">Carroll et al., 2004</xref>). Missense variants situated in the tubby domain are expected to accumulate at the endoplasmic reticulum, potentially activating the unfolded protein response, which can promote apoptosis and photoreceptor cell death (<xref ref-type="bibr" rid="B22">Jia et al., 2022</xref>). Interestingly, the variant c.1376T&#x3e;C has been previously reported in <italic>trans</italic> with the c.1112&#x2b;2T&#x3e;C variant in a patient with non-syndromic RP (<xref ref-type="bibr" rid="B43">Wang et al., 2014</xref>). Although both our patient and the patient reported by <xref ref-type="bibr" rid="B43">Wang et al. (2014)</xref> present the same missense variant (c.1376T&#x3e;C) affecting the tubby domain and another variant that causes LOF, their phenotypes are markedly distinct, illustrating the significant variability in patients with <italic>TULP1</italic> variants.</p>
<p>Our case exhibits bull&#x2019;s eye maculopathy characterized by perivascular pigmentation and increased autofluorescence around retinal vessels (<xref ref-type="fig" rid="F2">Figure 2</xref>). This phenotype corresponds to observations detailed by <xref ref-type="bibr" rid="B1">Al-Hindi et al. (2022)</xref>, who reported a similar distinctive phenotype in two patients with cone dysfunction and a perivascular pattern of retinal degeneration. Case 1 in <xref ref-type="bibr" rid="B1">Al-Hindi et al. (2022)</xref> displays a clinical and FAF appearance remarkably similar to our patient, both in progression and test outcomes. However, notable differences exist, such as a greater degree of macular atrophy in our patient, potentially linked to the older age of our subject (51 years vs. 19 years). Remarkably, case 1 is a homozygous carrier of the p. (Gly363Arg) missense variant impacting the tubby domain (<xref ref-type="fig" rid="F5">Figure 5</xref>). The second case in <xref ref-type="bibr" rid="B1">Al-Hindi et al. (2022)</xref> shares similarities with our case in terms of the bull&#x2019;s eye maculopathy. The FAF also suggests periarteriolar hyperautofluorescence. Interestingly, case 2 shares a genotype composition similar to our patient, carrying a missense variant (p.(Cys523Tyr)) affecting the tubby domain, alongside a LOF variant (p.(Lys274ArgfsTer36)). In contrast to cases described by <xref ref-type="bibr" rid="B1">Al-Hindi et al. (2022)</xref>, our patient lacks pigment clumps surrounding vessels and shows no signs of perivascular choroidal atrophy. However, the distinct pattern of periarterial degeneration observed in both our case and <xref ref-type="bibr" rid="B1">Al-Hindi et al. (2022)</xref> cases has not been documented in other studies.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>
<italic>TULP1</italic> gene, its protein structure, and the distribution of pathogenic variants. In the upper section, the gene organization is depicted, along with the <italic>TULP1</italic> variants identified in this study (highlighted in dark orange) and those reported by Al-Hindi et al. (2021) (in red) and the 17 variants by Bodenbender et al. (2023), represented in purple. The lower section provides a schematic representation of the tubby-like protein 1 domain structure, with variants from Al-Hindi et al. (2021) shown in red, those from Bodenbender et al. (2023) in purple, and the variants from our study displayed in dark orange. The tubby domain is indicated by a light blue box at the C-terminal.</p>
</caption>
<graphic xlink:href="fgene-15-1352063-g005.tif"/>
</fig>
<p>
<xref ref-type="bibr" rid="B6">Bodenbender et al. (2023)</xref> reported a total of 17 different <italic>TULP1</italic> pathogenic variants, categorized as missense, splice site, and nonsense variants, and one in-frame deletion. All documented variants, except the missense variant p.(Gly266Val), either affected the tubby domain or led to LOF (<xref ref-type="fig" rid="F5">Figure 5</xref>). The p.(Gly266Val) variant, identified in <italic>trans</italic> with a LOF <italic>TULP1</italic> variant, was associated with cone dystrophy in a male patient (P15 in their series) diagnosed at age 40. This suggests that missense variants like p.(Gly266Val), not affecting the tubby domain, may result in a relatively mild reduction of protein activity and a later-onset phenotype. When comparing our case with those in <xref ref-type="bibr" rid="B6">Bodenbender et al. (2023)</xref> series, participant P17 stands out as the most analogous, exhibiting bull&#x2019;s eye maculopathy. Although P17&#x2019;s retinography only captures the central 50&#xb0;, there is no apparent perivascular hyperautofluorescence pattern. Similarly, on OCT, mirroring our case, outer segments are visible, although with foveal discontinuity.</p>
<p>In this study, we present a single case of a patient with compound heterozygous <italic>TULP1</italic> variants. The prevalence of biallelic pathogenic <italic>TULP1</italic> variants is remarkably low, accounting for less than 1% of reported non-syndromic IRD cases, as documented in GeneReviews (<xref ref-type="bibr" rid="B12">Fahim et al., 2023</xref>; <xref ref-type="bibr" rid="B24">Kumaran et al., 2023</xref>). Within our extensive cohort of over 1,000 pediatric and adult patients diagnosed with IRDs, we have identified an additional case, distinct from the one presented here, with confirmed <italic>TULP1</italic> pathogenic variants (internal data). Our findings align with the existing literature, which documents only 78 patients with <italic>TULP1</italic>-associated IRDs from 44 families (<xref ref-type="bibr" rid="B15">Hagstrom et al., 1998</xref>; <xref ref-type="bibr" rid="B41">Ullah et al., 2016</xref>; <xref ref-type="bibr" rid="B6">Bodenbender et al., 2023</xref>; <xref ref-type="bibr" rid="B44">Woodard et al., 2021</xref>; <xref ref-type="bibr" rid="B11">den Hollander et al., 2007</xref>). This collective evidence underscores the limited occurrence of such cases, reinforcing the distinctive nature of our reported case.</p>
<p>Additional factors have been suggested to contribute to the variable clinical presentation observed in <italic>TULP1</italic>-related IRDs, including protein misfolding (<xref ref-type="bibr" rid="B6">Bodenbender et al., 2023</xref>), environmental factors or the influence of genetic modifiers (<xref ref-type="bibr" rid="B31">Meyer and Anderson, 2017</xref>). <italic>MAP1A</italic> has been suggested as a modifier gene for <italic>TULP1</italic> in a mouse model (<xref ref-type="bibr" rid="B28">Maddox et al., 2012</xref>; <xref ref-type="bibr" rid="B46">Youn et al., 2022</xref>), offering protective effects and elucidating variations in disease manifestation. However, the analysis of the <italic>MAP1A</italic> gene in our patient revealed five homozygous variants (<xref ref-type="sec" rid="s11">Supplementary Table S4</xref>) with a high population frequency, predicted to have no impact on the protein. Consequently, these variants may not significantly influence the patient&#x2019;s phenotype. Nevertheless, exploring the <italic>MAP1A</italic> gene on all patients with biallelic variants in <italic>TULP1</italic> would be of great interest to determine if there are specific variants associated with a protective effect or those linked to a more severe phenotype.</p>
<p>To gain a deeper insight into the pathogenesis and variations in the phenotype, further investigations should be conducted using animal models of the retina. Additionally, these studies can contribute to the development of gene therapies, similar to those that have been successfully developed for other IRDs (<xref ref-type="bibr" rid="B39">Russell et al., 2017</xref>). Efforts have been made for <italic>TULP1</italic>, although a supplementation therapy trial targeting photoreceptors in Tulp1<sup>&#x2212;/&#x2212;</sup> mouse retinas demonstrated limited effectiveness (<xref ref-type="bibr" rid="B34">Palfi et al., 2020</xref>). This study is still crucial to increase our understanding of the phenotypic traits of the disease. This knowledge forms the basis for early diagnosis and future therapies.</p>
<p>In conclusion, we described a patient with biallelic <italic>TULP1</italic> variants, displaying an atypical perivascular pattern of retinal degeneration. Furthermore, we illustrated that the variant c.822G&#x3e;T induces aberrant splicing, resulting in either exon 8 skipping or the loss of the last 8 bp of exon 8, both culminating in LOF. The molecular characterization of the c.822G&#x3e;T variant allowed its reclassification, establishing its pathogenic effect. This highlights the importance of conducting functional studies on variants situated outside canonical splice sites that still show potential to impact splicing.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in <xref ref-type="sec" rid="s11">Supplementary Material</xref>.</p>
</sec>
<sec id="s6">
<title>Ethics statement</title>
<p>The studies involving humans were approved by the Ethical Committee of the University Hospital of Bellvitge. The studies were conducted in accordance with the local legislation and institutional requirements. The participant(s) provided their written informed consent to participate in this study. 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="s7">
<title>Author contributions</title>
<p>AE-G: conceptualization, investigation, project administration, and writing&#x2013;original draft. EC: conceptualization, supervision, and writing&#x2013;review and editing. CS: writing&#x2013;review and editing. AP-M: writing&#x2013;review and editing. JC-M: writing&#x2013;review and editing. PB-M: investigation and writing&#x2013;review and editing. JM: writing&#x2013;review and editing. GG-G: investigation and writing&#x2013;review and editing. CA: conceptualization, supervision, and writing&#x2013;review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s8">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This work was supported by the Instituto de Salud Carlos III (ISCIII) and co-funded by the European Union (Grant No. CP22/00028 and Grant No. PI22/01371 to GG-G, Grant No. PI22/00213 to JM), Ministerio de Universidades (Grant No. FPU20/04736 to PB-M) and Comit&#x00E9; de Recerca, Hospital Universitari de Bellvitge (Grant No. PUB22015 to EC).</p>
</sec>
<ack>
<p>The authors thank the patient for his participation in this study and Health in Code for performing the sequencing analysis on the proband&#x2019;s sample. We thank CERCA Programme/Generalitat de Catalunya for institutional support.</p>
</ack>
<sec sec-type="COI-statement" id="s9">
<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="s10">
<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="s11">
<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.2024.1352063/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fgene.2024.1352063/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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