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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cell Dev. Biol.</journal-id>
<journal-title>Frontiers in Cell and Developmental Biology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell Dev. Biol.</abbrev-journal-title>
<issn pub-type="epub">2296-634X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1624043</article-id>
<article-id pub-id-type="doi">10.3389/fcell.2025.1624043</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Cell and Developmental Biology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Modeling craniofacial spliceosomopathies: a pathway toward deciphering disease mechanisms</article-title>
<alt-title alt-title-type="left-running-head">Griffin</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fcell.2025.1624043">10.3389/fcell.2025.1624043</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Griffin</surname>
<given-names>Casey</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2966816/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
</contrib-group>
<aff>
<institution>Department of Molecular Pathobiology, College of Dentistry, New York University</institution>, <addr-line>New York</addr-line>, <country>United States</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/1775000/overview">Loydie Jerome-Majewksa</ext-link>, McGill University Health Centre, Canada</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/579071/overview">Stefan Pinter</ext-link>, University of Connecticut Health Center, United States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1701106/overview">Isabelle Perrault</ext-link>, INSERM U1163 Institut Imagine, France</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2243004/overview">Nobue Itasaki</ext-link>, University of Bristol, United Kingdom</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Casey Griffin, <email>crg269@nyu.edu</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>26</day>
<month>09</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>13</volume>
<elocation-id>1624043</elocation-id>
<history>
<date date-type="received">
<day>06</day>
<month>05</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>08</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Griffin.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Griffin</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>Craniofacial spliceosomopathies are syndromes resulting from mutations in components of the spliceosome, presenting with facial dysostosis in combination with other phenotypes. An outstanding question in the field is how mutations in the ubiquitously expressed spliceosome lead to such cell- and tissue-specific disorders. To understand the etiology of these diseases and decipher the underlying mechanisms, scientists have turned to modeling these disorders in the laboratory. <italic>In vivo</italic> modeling of these disorders includes the use of mice, zebrafish, and frogs, whereas <italic>in vitro</italic> modeling typically uses embryonic stem cells (ESCs) and induced pluripotent stem cells (iPSCs). The goal with these models is to recapitulate the human disorders in a manner that is conducive to scientific exploration. In this review, we briefly describe the major craniofacial spliceosomopathies and discuss recent advances using model systems that have helped understand the root cause of these conditions.</p>
</abstract>
<kwd-group>
<kwd>craniofacial spliceosomopathies</kwd>
<kwd>neural crest</kwd>
<kwd>spliceosome</kwd>
<kwd>
<italic>in vitro</italic>
</kwd>
<kwd>
<italic>in vivo</italic>
</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Molecular and Cellular Pathology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>The spliceosome is a complex of RNA and proteins that functions to process pre-messenger RNA (pre-mRNA) into mRNA by identifying introns, splicing them out, and joining the exons. The steps of pre-mRNA splicing are as follows: (1) 5&#x2032; intron recognition, (2) 3&#x2032; intron recognition, (3) pre-catalytic spliceosome recruitment, (4) catalytic activation, and (5) exon joining (<xref ref-type="bibr" rid="B85">Will and L&#xfc;hrmann, 2011</xref>; <xref ref-type="bibr" rid="B32">Griffin and Saint-Jeannet, 2020</xref>). The major spliceosome is made up of five U subunits: U1, U2, U4, U5, and U6, which are each composed of small nuclear RNAs (snRNAs) associated with small nuclear ribonucleoproteins (snRNPs) and other proteins (<xref ref-type="bibr" rid="B85">Will and L&#xfc;hrmann, 2011</xref>). In the minor spliceosome, which is involved in the recognition of rare introns (<xref ref-type="bibr" rid="B82">Verma et al., 2018</xref>), the U2 subunit is replaced by the U12 snRNA.</p>
<p>Mutations in any of the components of the spliceosome can give rise to diseases known as spliceosomopathies. Although the spliceosome is active in all cells of the body to process pre-mRNA, most spliceosomopathies are cell- or tissue-specific in their manifestation and, as such, represent a conundrum in the field to understand the mechanism underlying these pathologies. The four major classes of spliceosomopathies are retinitis pigmentosa, myelodysplastic syndromes, cancers, and craniofacial spliceosomopathies (<xref ref-type="bibr" rid="B32">Griffin and Saint-Jeannet, 2020</xref>). Retinitis pigmentosa is a genetic disorder characterized by the deterioration of the photoreceptors of the retina, which can result in blindness (<xref ref-type="bibr" rid="B38">Hamel, 2006</xref>). Myelodysplastic syndromes are disorders in which there is defective hematopoiesis, affecting one or more hematopoietic lineages (<xref ref-type="bibr" rid="B18">Catenacci and Schiller, 2005</xref>). Many cancers can be caused by mutations in spliceosome components; aberrant splicing events have been linked to cancer proliferation, invasion, and metastasis (<xref ref-type="bibr" rid="B64">Mrid et al., 2025</xref>; <xref ref-type="bibr" rid="B17">Cao and Li, 2024</xref>; <xref ref-type="bibr" rid="B6">Bak-Gordon and Manley, 2025</xref>; <xref ref-type="bibr" rid="B41">Herm&#xe1;n-S&#xe1;nchez et al., 2024</xref>; <xref ref-type="bibr" rid="B75">Stanley and Abdel-Wahab, 2022</xref>, and many more). Craniofacial spliceosomopathies are disorders in which mutations of the spliceosome cause defects in the skeletal elements of the craniofacial complex, more specifically, the neural crest-derived skeletal elements of the face (<xref ref-type="bibr" rid="B53">Lehalle et al., 2015</xref>).</p>
<p>The neural crest is an embryonic cell population that derives from the neural plate border as epithelial cells, undergoes an epithelial-to-mesenchymal transition, and then migrates through the pharyngeal arches to give rise to a variety of cell types, including the craniofacial skeleton. Although craniofacial spliceosomopathies cover a wide range of phenotypes and manifestations, they all share defects in the neural crest-derived structures of the face. In this review, we focus on craniofacial spliceosomopathies and the models that have been developed to study them, with the goal of discovering why mutations in the ubiquitously active spliceosomal complex give rise to such phenotypically specific disorders.</p>
</sec>
<sec id="s2">
<title>Craniofacial spliceosomopathies</title>
<p>Although craniofacial spliceosomopathies are rare diseases, they belong to the category of facial dysostoses, which represent one-third of all live births with congenital anomalies (<xref ref-type="bibr" rid="B77">Trainor and Andrews, 2013</xref>). The craniofacial component of these diseases often occurs in combination with other phenotypes (<xref ref-type="fig" rid="F1">Figure 1</xref>; <xref ref-type="table" rid="T1">Table 1</xref>). Many of these disorders are due to loss-of-function mutations in genes that encode for spliceosomal proteins, making many of the patients haploinsufficient. The common features of these disorders are malformations of the derivates of the first and second pharyngeal arches, which occur during embryogenesis (<xref ref-type="bibr" rid="B77">Trainor and Andrews, 2013</xref>). These defects are typically considered maxillary, malar, and mandibular hypoplasia, cleft palate, and outer and/or middle ear defects. In particular, the skeletal defects seen in these disorders are developmental in nature and are mostly due to impairment of the neural crest. The majority of these disorders are non-lethal, with the current treatment involving reconstructive surgeries to ease pain and improve cosmetics, usually beginning at birth and continuing throughout adolescence and adulthood. Diagnostic criteria for these disorders include clinical assessment and genetic testing.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Craniofacial spliceosomopathies are all characterized by facial dysostoses that present in combination with a diverse array of phenotypes arising from mutations in genes that encode proteins of the spliceosome.</p>
</caption>
<graphic xlink:href="fcell-13-1624043-g001.tif">
<alt-text content-type="machine-generated">Flowchart illustrating the relationship between facial dysostosis and various syndromes. The central box labeled &#x22;Facial Dysostosis&#x22; connects to boxes of different syndromes, each highlighting symptoms and associated gene symbols. Examples include Verheij Syndrome linked to PUF60 and characterized by intellectual disability and cardiac anomalies, and Taybi-Linder Syndrome connected to RNU4ATAC, involving growth delay and microcephaly.</alt-text>
</graphic>
</fig>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>List of genes causing craniofacial spliceosomopathies, characteristics of these genes, and types of models available.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Gene</th>
<th align="left">Role in spliceosome</th>
<th align="left">Mode of inheritance</th>
<th align="left">Pathophysiological mechanism</th>
<th align="left">Pathophysiology</th>
<th align="left">Model</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">PUF60</td>
<td align="left">3&#x2032; splice-site recognition</td>
<td align="left">Mostly <italic>de novo</italic> and rarely autosomal dominant</td>
<td align="left">Haploinsufficiency</td>
<td align="left">Neurodevelopmental delay, intellectual disability, brain malformations, microcephaly, short stature, and ocular, craniofacial, skeletal, cardiac, and renal anomalies</td>
<td align="left">None</td>
</tr>
<tr>
<td align="left">EFTUD2</td>
<td align="left">U5 snRNP</td>
<td align="left">75% <italic>de novo</italic> and 25% dominant inheritance</td>
<td align="left">Haploinsufficiency</td>
<td align="left">Craniofacial malformations, microcephaly, developmental delay, dysmorphic appearance, choanal atresia, sensorineural hearing loss, and cleft palate</td>
<td align="left">Mouse, fish, frog, and human cells</td>
</tr>
<tr>
<td align="left">SF3B4</td>
<td align="left">U2 and U12 snRNPs</td>
<td align="left">
<italic>De novo</italic> and autosomal dominant</td>
<td align="left">Haploinsufficiency</td>
<td align="left">Midface retrusion, micrognathia, absence of thumbs, and radial hypoplasia</td>
<td align="left">Mouse, fish, frog, and human cells</td>
</tr>
<tr>
<td align="left">SNRPB</td>
<td align="left">Sm ring in the U1, U2, U4, and U5 subunits</td>
<td align="left">
<italic>De novo</italic> and autosomal dominant</td>
<td align="left">Haploinsufficiency</td>
<td align="left">Micrognathia, glossoptosis, cleft palate, and posterior rib gaps</td>
<td align="left">Mouse and frog</td>
</tr>
<tr>
<td align="left">SNRPA</td>
<td align="left">U1 snRNP</td>
<td align="left">
<italic>De novo</italic>
</td>
<td align="left">Haploinsufficiency</td>
<td align="left">Intellectual disability, short stature, and minor craniofacial and hand anomalies</td>
<td align="left">None</td>
</tr>
<tr>
<td align="left">EIF4A3</td>
<td align="left">Exon junction complex</td>
<td align="left">Autosomal recessive</td>
<td align="left">Repeat expansion</td>
<td align="left">Craniofacial malformations with microcephaly and limb defects</td>
<td align="left">Mouse and frog</td>
</tr>
<tr>
<td align="left">TXNL4A</td>
<td align="left">U5 snRNP</td>
<td align="left">Autosomal recessive</td>
<td align="left">Haploinsufficiency</td>
<td align="left">Choanal atresia, hearing loss, cleft lip/palate, and other craniofacial anomalies</td>
<td align="left">Frog and human Cells</td>
</tr>
<tr>
<td align="left">RBM8A</td>
<td align="left">Exon junction complex</td>
<td align="left">Autosomal recessive</td>
<td align="left">Haploinsufficiency</td>
<td align="left">Microcephaly, facial gestalt, cleft lip/palate, and skeletal anomalies</td>
<td align="left">None</td>
</tr>
<tr>
<td align="left">HNRNPK</td>
<td align="left">C complex</td>
<td align="left">
<italic>De novo</italic>
</td>
<td align="left">Haploinsufficiency</td>
<td align="left">Hypotonia, intellectual disability, and typical facial features</td>
<td align="left">None</td>
</tr>
<tr>
<td align="left">RBM10</td>
<td align="left">A complex</td>
<td align="left">
<italic>De novo</italic> or X-linked dominant</td>
<td align="left">Haploinsufficiency</td>
<td align="left">Cleft palate, Talipes equinovarus, atrial septal defect, Robin sequence, and persistent left superior vena cava</td>
<td align="left">Human cells</td>
</tr>
<tr>
<td align="left">SF3B2</td>
<td align="left">U2 snRNP</td>
<td align="left">
<italic>De novo</italic> and autosomal dominant</td>
<td align="left">Haploinsufficiency</td>
<td align="left">Auricular malformations, underdevelopment of the mandible, and effects on middle ear ossicles, temporal bone, zygoma, and cranial nerves</td>
<td align="left">Frog</td>
</tr>
<tr>
<td align="left">RNU4ATAC</td>
<td align="left">snRNA involved in minor intron splicing</td>
<td align="left">Autosomal recessive</td>
<td align="left">Haploinsufficiency</td>
<td align="left">Growth delay, microcephaly, intellectual deficiency, and bone abnormalities</td>
<td align="left">Fish and human cells</td>
</tr>
<tr>
<td align="left">CWC27</td>
<td align="left">Spliceosome-associated cyclophilin</td>
<td align="left">Autosomal recessive</td>
<td align="left">Haploinsufficiency</td>
<td align="left">Retinitis pigmentosa and craniofacial abnormalities</td>
<td align="left">Mouse</td>
</tr>
</tbody>
</table>
</table-wrap>
<sec id="s2-1">
<title>Verheij syndrome</title>
<p>Verheij syndrome (OMIM &#x23;615583) involves a spectrum of phenotypes, including neurodevelopmental delay, intellectual disability, brain malformations, microcephaly, short stature, and ocular, craniofacial, skeletal, cardiac, and renal anomalies (<xref ref-type="bibr" rid="B29">Fennell et al., 2022</xref>). This syndrome is caused by a deletion in the 8q24.3 region, where the <italic>PUF60</italic> gene is located (<xref ref-type="bibr" rid="B81">Verheij et al., 2009</xref>; <xref ref-type="bibr" rid="B63">Miao et al., 2024</xref>). <italic>PUF60</italic> is involved in 3&#x2032; splice-site recognition, interacting with U2AF in RNA binding and splicing activation (<xref ref-type="bibr" rid="B42">Hoogenboom et al., 2024</xref>; <xref ref-type="bibr" rid="B40">Hastings et al., 2007</xref>). The majority of cases of Verheij syndrome are due to <italic>de novo</italic> mutations; however, rare cases show an autosomal dominant inheritance pattern (<xref ref-type="bibr" rid="B81">Verheij et al., 2009</xref>; <xref ref-type="bibr" rid="B74">Sivasubramanian and Ayyavoo, 2024</xref>). Haploinsufficiency of <italic>PUF60</italic>, due to deletions spanning from 78 kb to 1 Mb, has been found to be the driver of Verheij syndrome, with the copy number variants (CNVs) affecting the dose of multiple genes depending on the size of the deletion (<xref ref-type="bibr" rid="B42">Hoogenboom et al., 2024</xref>; <xref ref-type="bibr" rid="B21">Dauber et al., 2013</xref>).</p>
</sec>
<sec id="s2-2">
<title>Mandibulofacial dysostosis, Guion-Almeida type</title>
<p>Mutations in <italic>EFTUD2</italic>, part of the U5 snRNP of the spliceosome, have been identified as the cause of mandibulofacial dysostosis, Guion-Almeida type (MFDGA; OMIM &#x23;610536) (<xref ref-type="bibr" rid="B56">Lines et al., 2012</xref>; <xref ref-type="bibr" rid="B7">Beauchamp and Jerome-Majewska, 2024</xref>). MFDGA is characterized by craniofacial malformations, microcephaly, developmental delay, and dysmorphic appearance but may also include choanal atresia, sensorineural hearing loss, and cleft palate (<xref ref-type="bibr" rid="B36">Guion-Almeida et al., 2006</xref>; <xref ref-type="bibr" rid="B83">Wieczorek et al., 2009</xref>). The frequency of MFDGA is unknown, with approximately 100 affected individuals identified so far, harboring 86 distinct <italic>EFTUD2</italic> mutations (<xref ref-type="bibr" rid="B9">Beauchamp et al., 2020</xref>). Most mutations are stop-gain and splicing mutations, with roughly 75% of patients harboring <italic>de novo</italic> mutations, whereas dominant inheritance is observed in the remaining patients (<xref ref-type="bibr" rid="B44">Huang et al., 2016</xref>).</p>
</sec>
<sec id="s2-3">
<title>Nager and Rodriguez syndromes</title>
<p>Nager syndrome (OMIM &#x23;154400) is a type of acrofacial dysostosis characterized by midface retrusion, micrognathia, absence of thumbs, and radial hypoplasia (<xref ref-type="bibr" rid="B13">Bernier et al., 2012</xref>; <xref ref-type="bibr" rid="B20">Czeschik et al., 2013</xref>; <xref ref-type="bibr" rid="B69">Petit et al., 2014</xref>). Sixty percent of patients with Nager syndrome have mutations in <italic>SF3B4</italic>, with haploinsufficiency of <italic>SF3B4</italic> being the underlying cause of the disorder (<xref ref-type="bibr" rid="B13">Bernier et al., 2012</xref>). Rodriguez syndrome (OMIM &#x23;201170) is also caused by mutations in <italic>SF3B4</italic> (<xref ref-type="bibr" rid="B24">Drivas et al., 2019</xref>). The patients have similar features as Nager syndrome patients; however, the phenotype is typically more severe and involves lower limb and cardiac defects (<xref ref-type="bibr" rid="B72">Rodr&#xed;guez et al., 1990</xref>). <italic>SF3B4</italic> encodes for SAP49 and is part of the U2 and U12 snRNPs (<xref ref-type="bibr" rid="B85">Will and L&#xfc;hrmann, 2011</xref>), functioning in 3&#x2032; branchpoint sequence recognition. The frequency of Nager syndrome is unknown, with approximately 100 cases found worldwide.</p>
</sec>
<sec id="s2-4">
<title>Cerebro-costo-mandibular syndrome</title>
<p>Mutations in <italic>SNRPB</italic> cause cerebro-costo-mandibular syndrome (CCMS; OMIM &#x23;117650), which is a disorder that includes micrognathia, glossoptosis, cleft palate, and posterior rib gaps (<xref ref-type="bibr" rid="B60">Lynch et al., 2014</xref>). <italic>SNRPB</italic> is part of the Sm ring that is the scaffold for snRNPs in the U1, U2, U4, and U5 subunits (<xref ref-type="bibr" rid="B73">Schwer et al., 2016</xref>; <xref ref-type="bibr" rid="B91">Zahoor et al., 2024</xref>). Mutations tend to be heterozygous regulatory mutations, with high frequency of mutation in the premature termination codon-containing exons. CCMS is a rare disease, with approximately 80 reported cases (<xref ref-type="bibr" rid="B4">Bacrot et al., 2015</xref>).</p>
</sec>
<sec id="s2-5">
<title>Mutations in SNRPA</title>
<p>Mutations in gene <italic>SNRPA</italic> (OMIM &#x23;182285) lead to a yet unnamed syndrome that includes intellectual disability, short stature, and minor craniofacial and hand anomalies (<xref ref-type="bibr" rid="B70">Rangel-Sosa et al., 2018</xref>). The mutations are homozygous missense variants in <italic>SNRPA</italic>, which encodes for an snRNP in the U1 subunit of the spliceosome (<xref ref-type="bibr" rid="B65">Nelissen et al., 1991</xref>). Mutations tend to be localized to the first 10&#x2013;89 amino acids, which is the domain associated with RNA binding (<xref ref-type="bibr" rid="B70">Rangel-Sosa et al., 2018</xref>; <xref ref-type="bibr" rid="B45">Jessen et al., 1991</xref>).</p>
</sec>
<sec id="s2-6">
<title>Richieri-Costa&#x2013;Pereira syndrome</title>
<p>Richieri-Costa&#x2013;Pereira syndrome (RCPS; OMIM &#x23;268305) is a type of acrofacial dysostosis, in which patients exhibit craniofacial malformations with microcephaly and limb defects (<xref ref-type="bibr" rid="B14">Bertola et al., 2018</xref>; <xref ref-type="bibr" rid="B28">Favaro et al., 2014</xref>; <xref ref-type="bibr" rid="B43">Hsia et al., 2018</xref>). This disorder is due to decreased expression levels of <italic>EIF4A3</italic>, a member of the exon junction complex in the spliceosome (<xref ref-type="bibr" rid="B52">Le Hir et al., 2016</xref>). The decreased levels of this gene are attributed to increased repeats in the 5&#x2032;UTR of the gene. RCPS is a rare disorder, with less than 50 published cases (<xref ref-type="bibr" rid="B67">Pardo et al., 2021</xref>), with a possible phenotypic spectrum related to the number of repeats in the gene (<xref ref-type="bibr" rid="B14">Bertola et al., 2018</xref>).</p>
</sec>
<sec id="s2-7">
<title>Burn&#x2013;McKeown syndrome</title>
<p>Mutations in <italic>TXNL4A</italic> cause a disorder known as Burn&#x2013;McKeown syndrome (BMKS; OMIM &#x23;608572). This condition is characterized by choanal atresia, hearing loss, cleft lip/palate, and other craniofacial anomalies (<xref ref-type="bibr" rid="B84">Wieczorek et al., 2014</xref>). <italic>TXNL4A</italic> encodes a component of the spliceosome U5 snRNP, and the mutations in patients lead to reduced expression and ultimately reduced assembly of the snRNP complex. This disease has been found in 20 individuals with biallelic pathogenic variants (<xref ref-type="bibr" rid="B58">L&#xfc;decke and Wieczorek, 2022</xref>). Most patients have a loss-of-function deletion in the promoter region of the gene; however, patients have been identified with intronic deletions (<xref ref-type="bibr" rid="B88">Wood et al., 2022</xref>).</p>
</sec>
<sec id="s2-8">
<title>RBM8A haploinsufficiency/1q21.1 deletion syndrome</title>
<p>Mutations in <italic>RBM8A</italic>, a member of the exon junction complex, resulting in haploinsufficiency lead to a disorder characterized by microcephaly, facial gestalt, cleft lip/palate, and skeletal anomalies (OMIM &#x23;274000) (<xref ref-type="bibr" rid="B30">Gamba et al., 2016</xref>; <xref ref-type="bibr" rid="B61">Mao et al., 2015</xref>). These mutations also involve microdeletions of the 1q21.1 chromosome, resulting in variable syndromic phenotypes (<xref ref-type="bibr" rid="B80">Upadhyai et al., 2020</xref>). Occurrence of CNVs in 1q21.1 is rare, with less than 40 reports in the literature (<xref ref-type="bibr" rid="B16">Brunetti-Pierri, et al., 2008</xref>).</p>
</sec>
<sec id="s2-9">
<title>Au&#x2013;Kline syndrome</title>
<p>Au&#x2013;Kline syndrome (OMIM &#x23;616580) is a developmental disorder characterized by hypotonia, intellectual disability, and typical facial features (<xref ref-type="bibr" rid="B3">Au et al., 2019</xref>). This disorder is due to variants in <italic>HNRNPK</italic>, which is part of the spliceosome C complex, resulting in impairment of <italic>Hox</italic> gene expression (<xref ref-type="bibr" rid="B25">Duijkers et al., 2019</xref>). Loss-of-function mutations are also associated with a specific DNA methylation signature (<xref ref-type="bibr" rid="B19">Choufani et al., 2022</xref>). All currently known patients have <italic>de novo</italic> mutations, with some including missense variants and others being deletions of 9q21.32, encompassing <italic>HNRNPK</italic> (<xref ref-type="bibr" rid="B2">Au et al., 2018</xref>).</p>
</sec>
<sec id="s2-10">
<title>TARP syndrome</title>
<p>Mutations in <italic>RBM10</italic> cause an X-linked form of cleft palate known as TARP syndrome (Talipes equinovarus, Atrial septal defect, Robin sequence, and Persistent left superior vena cava; OMIM &#x23;311900) (<xref ref-type="bibr" rid="B46">Johnston et al., 2010</xref>; <xref ref-type="bibr" rid="B35">Gripp et al., 2011</xref>). <italic>RBM10</italic> is an RNA-binding protein that plays a role in the A complex of the spliceosome, regulating alternative splicing. TARP syndrome is a very rare disorder, with approximately 30 cases reported (<xref ref-type="bibr" rid="B66">Omorodion et al., 2023</xref>). Mutations tend to be loss-of-function, occurring either <italic>de novo</italic> or via X-linked dominant inheritance, in which male children are affected and mothers may present some mosaicism (<xref ref-type="bibr" rid="B47">Johnston et al., 2013</xref>).</p>
</sec>
<sec id="s2-11">
<title>Craniofacial microsomia/oculo-auriculo-vertebral spectrum/ Goldenhar syndrome</title>
<p>Craniofacial microsomia (OMIM &#x23;164210) is a disorder that includes auricular malformations and underdevelopment of the mandible but may also affect the middle ear ossicles, temporal bone, zygoma, and cranial nerves (<xref ref-type="bibr" rid="B12">Beleza-Meireles et al., 2014</xref>; <xref ref-type="bibr" rid="B48">Keogh et al., 2007</xref>; <xref ref-type="bibr" rid="B76">Timberlake et al., 2021</xref>). The most prevalent genetic cause of craniofacial microsomia is haploinsufficiency of SF3B2, a component of the U2 small nuclear ribonucleoprotein complex. Loss-of-function mutations in SF3B2 account for 3% of sporadic cases and 25% of familial cases, with mutations spread across the entirety of the gene (<xref ref-type="bibr" rid="B76">Timberlake et al., 2021</xref>). Craniofacial microsomia occurs in between 1 in 5,600 and 1 in 26,550 births, but mild cases are often difficult to diagnose (<xref ref-type="bibr" rid="B31">Gougoutas et al., 2007</xref>).</p>
</sec>
<sec id="s2-12">
<title>Taybi&#x2013;Linder, Roifman, and Lowry&#x2013;Wood syndromes</title>
<p>Taybi&#x2013;Linder syndrome (TALS; OMIM &#x23;210710), or microcephalic osteodysplastic primordial dwarfism type I (MOPD1), is characterized by severe growth delay, microcephaly, intellectual deficiency, bone abnormalities, and other factors ultimately resulting in early mortality (<xref ref-type="bibr" rid="B37">Hagiwara et al., 2021</xref>). Roifman syndrome (OMIM &#x23;616651) is a disorder characterized by growth retardation, cognitive delay, and spondyloepiphyseal dysplasia (<xref ref-type="bibr" rid="B62">Merico et al., 2015</xref>). Lowry&#x2013;Wood syndrome (OMIM &#x23;226960) is a similar disorder characterized by multiple epiphyseal dysplasia, microcephaly, and intellectual disability (<xref ref-type="bibr" rid="B27">Farach et al., 2018</xref>). All three of these disorders are attributed to mutations in RNU4ATAC, a small nuclear RNA essential for minor intron splicing (<xref ref-type="bibr" rid="B26">Edery et al., 2011</xref>).</p>
</sec>
<sec id="s2-13">
<title>CWC27-related spliceosomopathy</title>
<p>The <italic>CWC27</italic>-related spliceosomopathy (OMIM &#x23;250410) is also known as retinitis pigmentosa with or without skeletal anomalies. Although this is mainly categorized as a retina disorder, when the patients have skeletal anomalies, they include craniofacial abnormalities, classifying this disorder also as a craniofacial spliceosomopathy (<xref ref-type="bibr" rid="B89">Xu et al., 2017</xref>). Variants of <italic>CWC27</italic> are diverse and may result from missense mutations, nonsense mutations, splice-site variants, small insertions, small deletions, and gross deletions (<xref ref-type="bibr" rid="B55">Li et al., 2024</xref>).</p>
<p>Craniofacial spliceosomopathies represent a broad array of phenotypes affecting many parts of the body; however, they all have one common denominator: defects in the neural crest-derived craniofacial skeleton, and can be categorized as facial dysostoses (<xref ref-type="fig" rid="F1">Figure 1</xref>). Although the splicing factors affected under these conditions are found across the spliceosome and carry distinct functions (<xref ref-type="bibr" rid="B32">Griffin and Saint-Jeannet, 2020</xref>), they all cause a similar craniofacial phenotype, pointing at a possible common root cause and driving the need to further investigate the underlying mechanisms of these disorders.</p>
</sec>
</sec>
<sec id="s3">
<title>Modeling craniofacial spliceosomopathies</title>
<p>The etiology of congenital diseases can be studied through <italic>in vivo</italic> or <italic>in vitro</italic> modeling, which are expected to closely duplicate these human conditions (<xref ref-type="fig" rid="F2">Figure 2</xref>). Preferred <italic>in vivo</italic> models include mouse (<italic>Mus musculus</italic>), zebrafish (<italic>Danio rerio</italic>), and frog (<italic>Xenopus laevis</italic> or <italic>Xenopus tropicalis</italic>), with tools such as CRISPR/Cas9, Cre/lox, TALENs, and mutagenesis screens to target specific genes and/or mutations. Morpholino antisense oligonucleotides are also used in fish and frogs for gene knockdowns (<xref ref-type="fig" rid="F2">Figure 2</xref>). For <italic>in vitro</italic> modeling, mouse or human embryonic stem cells (ESCs) or induced pluripotent stem cells (iPSCs) from patient samples are commonly used. Gene function can be manipulated by small interfering RNA (siRNA), short hairpin RNA (shRNA), or CRISPR/Cas9 to engineer disease-causing mutations, allowing for the investigation of the consequences of these mutations on cellular processes such as proliferation, apoptosis, migration, and differentiation (<xref ref-type="fig" rid="F2">Figure 2</xref>). In this section, current models available for studying craniofacial spliceosomopathies are summarized (<xref ref-type="table" rid="T2">Table 2</xref>), with an emphasis on how these tools can be used to understand the underlying mechanisms of these diseases.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Tools available for <italic>in vivo</italic> and <italic>in vitro</italic> disease modeling.</p>
</caption>
<graphic xlink:href="fcell-13-1624043-g002.tif">
<alt-text content-type="machine-generated">Diagram illustrating craniofacial spliceosomopathies research using in vivo and in vitro models. In vivo models include mouse, zebrafish, and frog, employing techniques like Cre/lox, CRISPR/Cas9, morpholinos, TALENs, and mutagenesis screens. In vitro models involve CRISPR/Cas9, siRNAs, patient-derived samples, and iPSC reprogramming. Outcomes include decreased cell survival, increased gene dysregulation, and changes in splicing events.</alt-text>
</graphic>
</fig>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>List of craniofacial spliceosomopathies and the models available to study them.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Disease</th>
<th rowspan="2" align="left">Gene affected</th>
<th align="left"/>
<th align="left">Disease model</th>
<th align="left"/>
</tr>
<tr>
<th align="left">Mouse</th>
<th align="left">Fish</th>
<th align="left">Frog</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Mandibulofacial dysostosis, Guion-Almeida type</td>
<td align="left">EFTUD2</td>
<td align="left">
<xref ref-type="bibr" rid="B8">Beauchamp et al. (2019)</xref>; <xref ref-type="bibr" rid="B10">Beauchamp et al. (2021)</xref>; <xref ref-type="bibr" rid="B11">Beauchamp et al. (2022)</xref>
</td>
<td align="left">
<xref ref-type="bibr" rid="B22">Deml et al. (2015)</xref>; <xref ref-type="bibr" rid="B54">Lei et al. (2016)</xref>
</td>
<td align="left">
<xref ref-type="bibr" rid="B68">Park et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="left">Nager syndrome</td>
<td align="left">SF3B4</td>
<td align="left">
<xref ref-type="bibr" rid="B90">Yamada et al. (2020)</xref>; <xref ref-type="bibr" rid="B50">Kumar et al. (2023)</xref>; <xref ref-type="bibr" rid="B51">Kumar et al. (2024)</xref>
</td>
<td align="left">
<xref ref-type="bibr" rid="B78">Ulhaq et al. (2023)</xref>; <xref ref-type="bibr" rid="B79">Ulhaq et al. (2024)</xref>
</td>
<td align="left">
<xref ref-type="bibr" rid="B23">Devotta et al. (2016)</xref>; <xref ref-type="bibr" rid="B34">Griffin et al. (2025)</xref>
</td>
</tr>
<tr>
<td align="left">Cerebro-costo-mandibular syndrome</td>
<td align="left">SNRPB</td>
<td align="left">
<xref ref-type="bibr" rid="B1">Alam et al. (2022)</xref>
</td>
<td align="left"/>
<td align="left">
<xref ref-type="bibr" rid="B68">Park et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="left">Acrofacial dysostosis Richieri-Costa&#x2013;Pereira syndrome</td>
<td align="left">EIF4A3</td>
<td align="left">
<xref ref-type="bibr" rid="B59">Lupan et al. (2023)</xref>
</td>
<td align="left"/>
<td align="left">
<xref ref-type="bibr" rid="B39">Haremaki et al. (2010)</xref>
</td>
</tr>
<tr>
<td align="left">Burn&#x2013;McKeown syndrome</td>
<td align="left">TXNL4A</td>
<td align="left"/>
<td align="left"/>
<td align="left">
<xref ref-type="bibr" rid="B68">Park et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="left">TARP syndrome</td>
<td align="left">RBM10</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Craniofacial microsomia/OAVS/Goldenhar syndrome</td>
<td align="left">SF3B2</td>
<td align="left"/>
<td align="left"/>
<td align="left">
<xref ref-type="bibr" rid="B76">Timberlake et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="left">Taybi&#x2013;Linder, Roifman, and Lowry&#x2013;Wood Syndromes</td>
<td align="left">RNU4ATAC</td>
<td align="left"/>
<td align="left">
<xref ref-type="bibr" rid="B49">Khatri et al. (2023)</xref>
</td>
<td align="left"/>
</tr>
</tbody>
</table>
</table-wrap>
<sec id="s3-1">
<title>Mouse models</title>
<p>Mouse models are a hallmark of disease modeling and can be a powerful system for understanding disease mechanisms and phenotypes, when the model actually represents the disease in a clinically relevant manner.</p>
<p>Conditional knockout of <italic>Snrpb</italic> in the brain and neural crest lineages using the <italic>Wnt1-Cre2</italic> driver was used to model CCMS. The heterozygous mutant embryos (Snrpb<sup>ncc&#x2b;/&#x2212;</sup>) recapitulate the disease, showing craniofacial hypoplasia with decreased differentiation of craniofacial cartilage and bone, and reduced postnatal survival (<xref ref-type="bibr" rid="B1">Alam et al., 2022</xref>). Although most neural crest cells form in the head and migrate into the pharyngeal arches in the mutants, a subset of neural crest cells undergo apoptosis, indicating that increased neural crest cell death accounts for aspects of this disease. Snrpb<sup>ncc&#x2b;/&#x2212;</sup> embryos at E9.0 also had many significantly altered splicing events compared to the wild type, with the most abundant being skipped exons and retained introns. Among these, 13 transcripts required for craniofacial development, including <italic>Rere</italic>, <italic>Dyrk2</italic>, and <italic>Pou2f1</italic>, were identified as having increased exon skipping, potentially contributing to the craniofacial defects observed in the mutant embryos (<xref ref-type="bibr" rid="B1">Alam et al., 2022</xref>).</p>
<p>The <italic>Sf3b4</italic>
<sup>
<italic>ncc/ncc</italic>
</sup> and <italic>Sf3b4</italic>
<sup>
<italic>ncc/&#x2212;</italic>
</sup> mice with loss of <italic>Sf3b4</italic> in neural crest cells is another useful model for Nager and Rodriguez syndromes (<xref ref-type="bibr" rid="B51">Kumar et al., 2024</xref>). This conditional knockout was able to recapitulate the craniofacial and cardiac phenotype observed in patients. Similarly, <italic>Eftud2</italic>
<sup>
<italic>ncc&#x2212;/&#x2212;</italic>
</sup> mouse was generated to recapitulate MFDGA <italic>in vivo</italic>. Although these mice exhibited craniofacial malformations, they did not survive until birth; however, this model was still used to understand the connection between <italic>Eftud2</italic> and the P53 pathway (<xref ref-type="bibr" rid="B10">Beauchamp et al., 2021</xref>; <xref ref-type="bibr" rid="B11">Beauchamp et al., 2022</xref>). In particular, exon skipping and increased levels of an alternatively spliced form of Mdm2, a p53 pathway gene, were found in mouse embryos. Treatment of mutant embryos with an inhibitor of p53 (pifithrin-a) ameliorated the craniofacial abnormalities found in the untreated embryos, connecting increased p53 activity to the mechanism of MFDGA.</p>
<p>The mouse, however, is not always the best system for modeling craniofacial spliceosomopathies. Frequently, homozygous knockouts of splicing factors are embryonic lethal, whereas heterozygous knockouts show no craniofacial phenotype. Such is the case for the <italic>Eftud2</italic> CRISPR/Cas9 knockout mouse, in which there is no survival post-implantation, with the heterozygotes failing to model MFDGA (<xref ref-type="bibr" rid="B8">Beauchamp et al., 2019</xref>). Similarly, the <italic>Sf3b4</italic> heterozygous knockout mouse does not show any craniofacial phenotype and instead shows defects in the axial skeleton and the forebrain (<xref ref-type="bibr" rid="B90">Yamada et al., 2020</xref>), accompanied by mis-splicing of chromatin remodelers and dysregulation of <italic>Hox</italic> gene expression (<xref ref-type="bibr" rid="B50">Kumar et al., 2023</xref>). In the case of <italic>CWC27</italic>, mutant mice show the retinal degeneration phenotype of the associated disorder, but no craniofacial malformations are described in either of two mutant models&#x2014;<italic>Cwc27</italic>
<sup>
<italic>K338fs/K338fs</italic>
</sup> and <italic>Cwc27Tm1a/K338fs</italic> (gene trapping of exon 3 and CRISPR/Cas9-mediated frameshift compound heterozygote) (<xref ref-type="bibr" rid="B15">Bertrand et al., 2022</xref>; <xref ref-type="bibr" rid="B57">Lu et al., 2023</xref>).</p>
<p>The best approach to study spliceosomopathies in mice appears to be the use of conditional knockouts, as demonstrated with <italic>Eftud2</italic> and <italic>Sf3b4</italic> using the <italic>Wnt1-Cre2</italic> driver. However, this limits the tissues in which the defects can be examined when multiple tissues are affected. For example, conditional knockout of <italic>Eif4a3</italic> in the radial glial cells allows for the examination of the microcephaly phenotype of patients but disregards any analysis of the craniofacial malformations observed in RCPS (<xref ref-type="bibr" rid="B59">Lupan et al., 2023</xref>). Therefore, considering other models in addition to the mouse may be beneficial.</p>
</sec>
<sec id="s3-2">
<title>Zebrafish models</title>
<p>Zebrafish is a popular vertebrate model system, recognized for the ease at making transgenic animals and imaging analysis due to the transparency of the embryos. Mutant embryos can be generated in a number of ways in zebrafish, with tools lending themselves to the specific attributes of a gene or disease. For example, morpholino antisense oligonucleotides can be used to target specific genes and knockdown their function. Such is the case with <italic>RNU4ATAC</italic>, in which morpholino-mediated knockdown resulted in defects in primary cilia, such as decreased number and function, thereby recapitulating the phenotype of TALS-patient fibroblasts (<xref ref-type="bibr" rid="B49">Khatri et al., 2023</xref>). TALEN-mediated disruption has also been used to induce mutations in zebrafish. This was done for a truncation mutation in the <italic>eftud2</italic> gene to mimic a mutation found in a MFDGA patient. Mutants displayed a small head and small eye, identifying novel eye phenotypes possibly associated with MFDGA (<xref ref-type="bibr" rid="B22">Deml et al., 2015</xref>). A separate mutant construct of <italic>eftud2</italic> known as the <italic>fn10a</italic> mutant has been generated from a mutagenesis screen, and this mutant is useful for studying the impact on neurogenesis (<xref ref-type="bibr" rid="B54">Lei et al., 2016</xref>). In this model, neural progenitors experience increased apoptosis and mitosis, coupled with splicing deficiencies including increased retained intron and exon skipping in genes enriched for several KEGG pathways such as &#x201c;cell cycle,&#x201d; &#x201c;p53 signaling pathway,&#x201d; and &#x201c;spliceosome.&#x201d; However, this mutant lacks the craniofacial phenotype of MFDGA.</p>
<p>Unfortunately, similar to the mouse, zebrafish models might lack certain characteristics of craniofacial spliceosomopathies observed in patients. For example, sf3b4<sup>&#x2212;/&#x2212;</sup> mutant zebrafish show no craniofacial malformations but instead exhibit features of retinitis pigmentosa (<xref ref-type="bibr" rid="B78">Ulhaq et al., 2023</xref>; <xref ref-type="bibr" rid="B79">Ulhaq et al., 2024</xref>). Although retinitis pigmentosa is a spliceosomopathy (<xref ref-type="bibr" rid="B32">Griffin and Saint-Jeannet, 2020</xref>), it has not clinically been attributed to mutations in <italic>Sf3b4</italic>, and Nager syndrome patients do not show clinical signs of retinitis pigmentosa. Further studies will define the clinical relevance of this model.</p>
</sec>
<sec id="s3-3">
<title>Frog models</title>
<p>
<italic>Xenopus</italic> is an excellent model system for studying developmental disorders because of the ease at which key developmental processes can be observed and manipulated. A tool broadly used in <italic>X. laevis</italic> is morpholino antisense oligonucleotides to knockdown gene function during development. For example, a comparative study has been performed by knocking down individual splicing factors&#x2014;namely, <italic>eftud2</italic>, <italic>snrpb</italic>, and <italic>txnl4a</italic>, which have been linked to MFDGA, CCMS, and BMKS, respectively&#x2014;and analyzing the consequences on neural crest and craniofacial development. The main results indicate that neural crest progenitor formation is similarly affected in each knockdown through a mechanism that involves increased apoptosis and results in hypoplastic craniofacial cartilages (<xref ref-type="bibr" rid="B68">Park et al., 2022</xref>). A study using a morpholino against <italic>eif4a3</italic> found that loss of this protein function disrupts derivatives of the neural plate and neural plate border, including some neural crest derivatives (although the craniofacial structure is unaffected) (<xref ref-type="bibr" rid="B39">Haremaki et al., 2010</xref>). Similar morpholino studies to interfere with <italic>sf3b4</italic> or <italic>sf3b2</italic> function have shown shared mechanisms underlying these phenotypes, characterized by impaired neural crest formation, coupled with an increase in apoptosis in the head region and reduced craniofacial cartilages, perhaps hinting at a common root cause to some, if not all craniofacial spliceosomopathies (<xref ref-type="bibr" rid="B23">Devotta et al., 2016</xref>; <xref ref-type="bibr" rid="B76">Timberlake et al., 2021</xref>).</p>
<p>The <italic>X. laevis</italic> allotetraploid genome and the relatively long generation time (10&#x2013;12 months) render genetic analysis challenging in this organism. In recent years, the related species <italic>X. tropicalis</italic> has become more broadly used. It offers the same embryological advantages as its allotetraploid counterpart, with a shorter generation time (5&#x2013;7 months) and a diploid genome. <italic>Xenopus tropicalis</italic> has been used to generate CRISPR/Cas9 knockout mutant lines, which enable a more consistent knockout than morpholinos, reducing off-target effects and allowing for large-scale genomic analysis. Recently, an <italic>Sf3b4</italic> knockout mutant line was generated, and it was found that the homozygous null embryos showed reduced neural crest cell migration, increased apoptosis in the head region, and decreased craniofacial cartilage precursors (the heterozygous embryos were comparable to the wild type). These phenotypes were reflected in dysregulated genes as revealed by bulk RNA-sequencing, with downregulated genes categorized into GO terms such as &#x201c;neural crest cell migration,&#x201d; &#x201c;extracellular matrix organization,&#x201d; and &#x201c;negative regulation of extrinsic apoptotic signaling.&#x201d; These dysregulated genes were preceded in developmental time by mis-splicing events, predominately increased abnormal skipped exons, for genes categorized into GO terms such as &#x201c;RNA splicing,&#x201d; &#x201c;regulation of embryonic development,&#x201d; and &#x201c;regulation of apoptotic process&#x201d; (<xref ref-type="bibr" rid="B34">Griffin et al., 2025</xref>). Further studies will use this information to identify the gene networks and pathways affected under this craniofacial condition. These studies show that frogs provide a unique system for studying craniofacial spliceosomopathies within the context of development.</p>
<p>Animal models are extremely powerful tools to investigate disease mechanisms. However, there are also downsides to working with these models. Most animal models require a complete gene dosage reduction to recapitulate the disease, taking away from the ability to exactly replicate the human conditions, which are often haploinsufficient. Moreover, the reliance on conditional mutations to model a desired phenotype restricts the ability to interrogate the role of a gene in a broad range of cell and tissue types. Finally, animal models are inherently different than humans and, therefore, may introduce variables that are not directly relevant to the human diseases. Therefore, turning to <italic>in vitro</italic> modeling may help support and expand the findings of <italic>in vivo</italic> studies.</p>
</sec>
<sec id="s3-4">
<title>
<italic>In vitro</italic> modeling</title>
<p>
<italic>In vitro</italic> modeling of craniofacial spliceosomopathies is an emerging field, with only a small number of disorders examined so far. The use of relevant cell lines, whether primary or engineered, especially those of human origin, holds great potential for elucidating the underlying mechanisms of these diseases in terms of gene function.</p>
<p>For example, the use of mouse mandibular MEPA (mouse embryonic pharyngeal arch) cell lines to examine the role of <italic>RBM10</italic> in TARP syndrome has allowed for the identification of <italic>RBM10</italic>-binding sites in the genome and the elucidation of its role in regulating alternative splicing (<xref ref-type="bibr" rid="B71">Rodor et al., 2016</xref>). This group also used the MEPA cells to generate an <italic>RBM10</italic> CRISPR/Cas9 knockout cell line to characterize the phenotype at the cellular level, which highlights that loss of <italic>RBM10</italic> leads to proliferation defects and changes in the differentiation potential of mutant cells. Human cell line HEK293 has been used to generate an <italic>EFTUD2</italic> CRISPR/Cas9 knockout cell line, with a heterozygous loss-of-function mutation that is a null allele equivalent to MFDGA patient mutations (<xref ref-type="bibr" rid="B86">Wood et al., 2019</xref>). This cell line was used to identify diminished proliferation, increased sensitivity to endoplasmic reticulum (ER) stress, and mis-expression of ER stress response genes as the potential underlying mechanisms of MFDGA. Another study used primary cells&#x2014;fibroblasts from TALS patients&#x2014;to understand the role of <italic>RNU4ATAC</italic> in the disorder and compare function to the <italic>in vivo</italic> phenotypes (<xref ref-type="bibr" rid="B49">Khatri et al., 2023</xref>). The work indicates alterations in primary cilium function in these cells, which reflected phenotypes observed <italic>in vivo</italic>, thereby demonstrating the strength of this <italic>in vitro</italic> model in recapitulating some aspects of the disease.</p>
<p>The use of human embryonic stem cells (hESCs) and iPSCs to model diseases has grown exponentially over the recent years. These cells offer the ability to use human samples to investigate the manifestation of disorders in specific cell types or in tissues in the form of organoids. Recently, hESCs have been used to investigate the underlying mechanism of Nager syndrome. Taking advantage of a well-described protocol to derive neural crest cells from hESCs (<xref ref-type="bibr" rid="B5">Bajpai et al., 2010</xref>), it is possible to specifically investigate the function of SF3B4 in differentiating neural crest cells. siRNA-mediated knockdown of <italic>SF3B4</italic> revealed a requirement for SF3B4 in neural crest cell production, survival, and differentiation (<xref ref-type="bibr" rid="B33">Griffin and Saint-Jeannet, 2025</xref>), showing some parallels with the corresponding animal models (<xref ref-type="bibr" rid="B23">Devotta et al., 2016</xref>; <xref ref-type="bibr" rid="B51">Kumar et al., 2024</xref>; <xref ref-type="bibr" rid="B34">Griffin et al., 2025</xref>). Similarly, BMKS patient iPSCs have been used to investigate the differentiation potential and behavior of neural crest cells with reduced <italic>TXNL4A</italic> expression (<xref ref-type="bibr" rid="B87">Wood et al., 2020</xref>). TXNL4-deficient cells exhibited defective differentiation into neural crest cells, with significant differences in neural border and neural crest marker genes, a delay in the epithelial-to-mesenchymal transition, and dampened response to WNT signaling, an important regulator of craniofacial development (<xref ref-type="bibr" rid="B87">Wood et al., 2020</xref>). RCPS patient-derived iPSCs have been used to generate cortical organoids to study neurogenesis with <italic>EIF4A3</italic> haploinsufficiency (<xref ref-type="bibr" rid="B59">Lupan et al., 2023</xref>). Coupled with <italic>in vivo</italic> mouse work, it was determined that <italic>EIF4A3</italic> mediates neurogenesis by controlling mitosis and cell survival; with reduction in <italic>EIF4A3</italic>, there is extensive cell death and impaired neurogenesis.</p>
<p>
<italic>In vitro</italic> modeling of diseases allows for the use of human samples to interrogate the mechanisms of the disorders in the context of the patient mutations and/or specific cell types that are affected. In the case of craniofacial spliceosomopathies, hESCs and iPSCs can be differentiated into neural crest cells and their derivatives, allowing for examination of disease-causing mutations in the cells that are primarily affected in these patients. However, there are also some limitations to <italic>in vitro</italic> disease modeling, such as the limited number of cell types differentiating in a dish that does not fully capture the complexity of tissues <italic>in vivo</italic>; future technological advances such as 3D organoids may help alleviate some of these shortcomings. Another limitation is the difficulty of obtaining samples from patients with such rare diseases.</p>
</sec>
</sec>
<sec id="s4">
<title>Conclusions and perspectives</title>
<p>In this paper, we summarize and discuss the models developed to understand the etiology of several craniofacial spliceosomopathies. Although these models have started to narrow down some of the key mechanisms underlying these diseases, which include increased apoptosis and dysregulated gene expression and splicing events, important gaps remain to be addressed to better understand what makes neural crest cells a preferred target in these pathologies. It is also important to point out that several craniofacial spliceosomopathies have not yet benefited from <italic>in vivo</italic> or <italic>in vitro</italic> modeling, which includes Verheij syndrome (<italic>PUF60</italic>), mutations in <italic>SNRPA</italic>, <italic>RBM8A</italic> haploinsufficiency, and Au&#x2013;Kline syndrome (<italic>HNRNPK</italic>). It is essential that this group of diseases be studied at a global level to obtain a comprehensive understanding of the underlying pathomechanisms.</p>
<p>It is intriguing that most models of craniofacial spliceosomopathies <italic>in vivo</italic> do not fully replicate the human diseases in their presentation. Furthermore, animal models typically require homozygosity to develop the phenotype, whereas the majority of craniofacial spliceosomopathies are found to be heterozygous mutations in patients. Perhaps, this is due to some compensatory underlying mechanisms in these organisms&#x2019; spliceosomes that have been lost or are lacking in humans. Either way, it makes studying these diseases more challenging because the systems must be manipulated in ways that may affect downstream mechanistic studies.</p>
<p>Important efforts are currently underway in the field to develop <italic>in vitro</italic> models using patient-derived cells or genome-edited cells that reflect patient mutations. These cells can be obtained from patients directly and studied as primary cells or be reprogrammed into iPSCs. Alternatively, hESCs or iPSCs can be edited with CRISPR/Cas9 to induce patient mutations. The derived stem cells can then be differentiated into neural crest cells using defined protocols, testing the impact of the mutations on neural crest generation, differentiation potential, and survival, with the added potential for transcriptomic and proteomic analyses. Eventually, neural crest cells will need to be incorporated into 3D organoids with other cell types to reproduce the <italic>in vivo</italic> patient environment more closely.</p>
<p>Overall, disease modeling is an important tool to understand the etiology of understudied disorders. Although all model systems have limitations, it is critical to use them in combination to develop the most comprehensive understanding of the mechanisms underlying these conditions.</p>
</sec>
</body>
<back>
<sec sec-type="author-contributions" id="s5">
<title>Author contributions</title>
<p>CG: Writing &#x2013; review and editing, Writing &#x2013; original draft.</p>
</sec>
<sec sec-type="funding-information" id="s6">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This work was supported by a grant from the National Institute of Health to CG (K99-DE034476).</p>
</sec>
<ack>
<p>The author would like to thank Dr. Jean-Pierre Saint-Jeannet for critical reading of the manuscript and helpful discussions. The author is grateful to the members of the Saint-Jeannet laboratory past and present for their support.</p>
</ack>
<sec sec-type="COI-statement" id="s7">
<title>Conflict of interest</title>
<p>The author declares 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="ai-statement" id="s8">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<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>
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