Abstract
The craniovertebral junction (CVJ) is an anatomically complex region of the axial skeleton that provides protection of the brainstem and the upper cervical spinal cord. Structural malformation of the CVJ gives rise to life-threatening neurological deficits, such as quadriplegia and dyspnea. Unfortunately, genetic studies on human subjects with CVJ malformation are limited and the pathogenesis remains largely elusive. In this study, we recruited 93 individuals with CVJ malformation and performed exome sequencing. Manual interpretation of the data identified three pathogenic variants in genes associated with Mendelian diseases, including CSNK2A1, MSX2, and DDX3X. In addition, the contribution of copy number variations (CNVs) to CVJ malformation was investigated and three pathogenic CNVs were identified in three affected individuals. To further dissect the complex mutational architecture of CVJ malformation, we performed a gene-based rare variant association analysis utilizing 4371 in-house exomes as control. Rare variants in LGI4 (carrier rate = 3.26%, p = 3.3 × 10–5) and BEST1 (carrier rate = 5.43%, p = 5.77 × 10–6) were identified to be associated with CVJ malformation. Furthermore, gene set analyses revealed that extracellular matrix- and RHO GTPase-associated biological pathways were found to be involved in the etiology of CVJ malformation. Overall, we comprehensively dissected the genetic underpinnings of CVJ malformation and identified several novel disease-associated genes and biological pathways.
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Datasets are available from the corresponding author on reasonable request.
References
Bernardini L, Castori M, Capalbo A et al (2007) Syndromic craniosynostosis due to complex chromosome 5 rearrangement and MSX2 gene triplication. Am J Med Genet A 143A:2937–2943. https://doi.org/10.1002/ajmg.a.32092
Bonnans C, Chou J, Werb Z (2014) Remodelling the extracellular matrix in development and disease. Nat Rev Mol Cell Biol 15:786–801. https://doi.org/10.1038/nrm3904
Chauhan AK, Chandra PS, Goyal N et al (2020) Weak ligaments and sloping joints: a new hypothesis for development of congenital atlantoaxial dislocation and basilar invagination. Neurospine 17:843–856. https://doi.org/10.14245/ns.2040434.217
Chen N, Zhao S, Jolly A et al (2021) Perturbations of genes essential for Müllerian duct and Wölffian duct development in Mayer-Rokitansky-Küster-Hauser syndrome. Am J Hum Genet 108:337–345. https://doi.org/10.1016/j.ajhg.2020.12.014
Chiu ATG, Pei SLC, Mak CCY et al (2018) Okur-Chung neurodevelopmental syndrome: Eight additional cases with implications on phenotype and genotype expansion. Clin Genet 93:880–890. https://doi.org/10.1111/cge.13196
Condie BG, Capecchi MR (1993) Mice homozygous for a targeted disruption of Hoxd-3 (Hox-4.1) exhibit anterior transformations of the first and second cervical vertebrae, the atlas and the axis. Development 119:579–595
Cruciat C-M, Dolde C, de Groot REA et al (2013) RNA helicase DDX3 is a regulatory subunit of casein kinase 1 in Wnt-β-catenin signaling. Science 339:1436–1441. https://doi.org/10.1126/science.1231499
Dlouhy BJ, Dahdaleh NS, Menezes AH (2015) Evolution of transoral approaches, endoscopic endonasal approaches, and reduction strategies for treatment of craniovertebral junction pathology: a treatment algorithm update. Neurosurg Focus 38:E8. https://doi.org/10.3171/2015.1.FOCUS14837
Erbengi A, Öge HK (1994) Congenital malformations of the craniovertebral junction: Classification and surgical treatment. Acta Neurochir (Wien) 127:180–185. https://doi.org/10.1007/BF01808763
Fieremans N, Van Esch H, Holvoet M et al (2016) Identification of intellectual disability genes in female patients with a skewed X-inactivation pattern. Hum Mutat 37:804–811. https://doi.org/10.1002/humu.23012
Flannick J, Mercader JM, Fuchsberger C et al (2019) Exome sequencing of 20,791 cases of type 2 diabetes and 24,440 controls. Nature 570:71–76. https://doi.org/10.1038/s41586-019-1231-2
Florisson JMG, Verkerk AJMH, Huigh D et al (2013) Boston type craniosynostosis: report of a second mutation in MSX2. Am J Med Genet A 161A:2626–2633. https://doi.org/10.1002/ajmg.a.36126
Fromer M, Moran JL, Chambert K et al (2012) Discovery and statistical genotyping of copy-number variation from whole-exome sequencing depth. Am J Hum Genet 91:597–607. https://doi.org/10.1016/j.ajhg.2012.08.005
Fuertes M, Elguero B, Gonilski-Pacin D et al (2022) Impact of RSUME actions on biomolecular modifications in physio-pathological processes. Front Endocrinol (Lausanne) 13:864780. https://doi.org/10.3389/fendo.2022.864780
Garcia-Miñaur S, Mavrogiannis LA, Rannan-Eliya SV et al (2003) Parietal foramina with cleidocranial dysplasia is caused by mutation in MSX2. Eur J Hum Genet 11:892–895. https://doi.org/10.1038/sj.ejhg.5201062
Geoffroy V, Herenger Y, Kress A et al (2018) AnnotSV: An integrated tool for structural variations annotation. Bioinformatics 34:3572–3574. https://doi.org/10.1093/bioinformatics/bty304
Giangiobbe S, Caraffi SG, Ivanovski I et al (2020) Expanding the phenotype of Wiedemann-Steiner syndrome: craniovertebral junction anomalies. Am J Med Genet A 182:2877–2886. https://doi.org/10.1002/ajmg.a.61859
Gruber J, Saleh A, Bakhsh W et al (2018) The prevalence of Klippel-Feil Syndrome: a computed tomography-based analysis of 2,917 patients. Spine Deform 6:448–453. https://doi.org/10.1016/j.jspd.2017.12.002
Hankinson TC, Anderson RCE (2010) Craniovertebral junction abnormalities in down syndrome. Neurosurgery 66:A32–A38. https://doi.org/10.1227/01.NEU.0000365803.22786.F0
Hosokawa R, Urata M, Han J et al (2007) TGF-β mediated Msx2 expression controls occipital somites-derived caudal region of skull development. Dev Biol 310:140–153. https://doi.org/10.1016/j.ydbio.2007.07.038
Jaganathan K, Kyriazopoulou Panagiotopoulou S, McRae JF et al (2019) Predicting splicing from primary sequence with deep learning. Cell 176:535-548.e24. https://doi.org/10.1016/j.cell.2018.12.015
Jin T, Ding Q, Huang H et al (2012) PAQR10 and PAQR11 mediate Ras signaling in the Golgi apparatus. Cell Res 22:661–676. https://doi.org/10.1038/cr.2011.161
Karczewski KJ, Francioli LC, Tiao G, Cummings BB, Alföldi J, Wang Q, Collins RL, Laricchia KM, Ganna A, Birnbaum DP, Gauthier LD, Brand H et al (2020) The mutational constraint spectrum quantified from variation in 141,456 humans. Nature 581:434–443
Kariminejad A, Kariminejad R, Tzschach A et al (2009) Craniosynostosis in a patient with 2q37.3 deletion 5q34 duplication: association of extra copy of MSX2 with craniosynostosis. Am J Med Genet Part A 149A:1544–1549. https://doi.org/10.1002/ajmg.a.32949
Katagiri S, Hayashi T, Ohkuma Y et al (2015) Mutation analysis of BEST1 in Japanese patients with Best’s vitelliform macular dystrophy. Br J Ophthalmol 99:1577–1582. https://doi.org/10.1136/bjophthalmol-2015-306830
Kellaris G, Khan K, Baig SM et al (2018) A hypomorphic inherited pathogenic variant in DDX3X causes male intellectual disability with additional neurodevelopmental and neurodegenerative features. Hum Genomics 12:11. https://doi.org/10.1186/s40246-018-0141-y
Kessel M, Gruss P (1991) Homeotic transformations of murine vertebrae and concomitant alteration of Hox codes induced by retinoic acid. Cell 67:89–104. https://doi.org/10.1016/0092-8674(91)90574-I
Kjaer M (2004) Role of extracellular matrix in adaptation of tendon and skeletal muscle to mechanical loading. Physiol Rev 84:649–698. https://doi.org/10.1152/physrev.00031.2003
Lin X, Patil S, Gao YG, Qian A (2020) The Bone extracellular matrix in bone formation and regeneration. Front Pharmacol 11:757. https://doi.org/10.3389/fphar.2020.00757
Liu X, Li C, Mou C et al (2020) dbNSFP v4: a comprehensive database of transcript-specific functional predictions and annotations for human nonsynonymous and splice-site SNVs. Genome Med 12:103. https://doi.org/10.1186/s13073-020-00803-9
Mavrogiannis LA, Taylor IB, Davies SJ et al (2006) Enlarged parietal foramina caused by mutations in the homeobox genes ALX4 and MSX2: from genotype to phenotype. Eur J Hum Genet 14:151–158. https://doi.org/10.1038/sj.ejhg.5201526
Menezes AH (1997) Craniovertebral junction anomalies: Diagnosis and management. Semin Pediatr Neurol 4:209–223. https://doi.org/10.1016/S1071-9091(97)80038-1
Menezes AH, Traynelis VC (2008) Anatomy and biomechanics of normal craniovertebral junction (a) and biomechanics of stabilization (b). Child’s Nerv Syst 24:1091–1100. https://doi.org/10.1007/s00381-008-0606-8
Okur V, Cho MT, Henderson L et al (2016) De novo mutations in CSNK2A1 are associated with neurodevelopmental abnormalities and dysmorphic features. Hum Genet 135:699–705. https://doi.org/10.1007/s00439-016-1661-y
Park S, Frisén J, Barbacid M (1997) Aberrant axonal projections in mice lacking EphA8 (Eek) tyrosine protein kinase receptors. EMBO J 16:3106–3114. https://doi.org/10.1093/emboj/16.11.3106
Povysil G, Petrovski S, Hostyk J et al (2019) Rare-variant collapsing analyses for complex traits: guidelines and applications. Nat Rev Genet 20:747–759. https://doi.org/10.1038/s41576-019-0177-4
Rentzsch P, Witten D, Cooper GM et al (2019) CADD: Predicting the deleteriousness of variants throughout the human genome. Nucleic Acids Res 47:D886–D894. https://doi.org/10.1093/nar/gky1016
Reymond A, Marigo V, Yaylaoglu MB et al (2002) Human chromosome 21 gene expression atlas in the mouse. Nature 420:582–586. https://doi.org/10.1038/nature01178
Richards S, Aziz N, Bale S et al (2015) Standards and guidelines for the interpretation of sequence variants: a joint consensus recommendation of the American College of Medical Genetics and Genomics and the Association for Molecular Pathology. Genet Med 17:405–423. https://doi.org/10.1038/gim.2015.30
Robinson PN, Arteaga-Solis E, Baldock C et al (2006) The molecular genetics of Marfan syndrome and related disorders. J Med Genet 43:769–787. https://doi.org/10.1136/jmg.2005.039669
Rozario T, DeSimone DW (2010) The extracellular matrix in development and morphogenesis: A dynamic view. Dev Biol 341:126–140. https://doi.org/10.1016/j.ydbio.2009.10.026
Sadler B, Wilborn J, Antunes L et al (2021) Rare and de novo coding variants in chromodomain genes in Chiari I malformation. Am J Hum Genet. https://doi.org/10.1016/j.ajhg.2020.12.001
Smoker WR (1994) Craniovertebral junction: normal anatomy, craniometry, and congenital anomalies. Radiographics 14:255–277. https://doi.org/10.1148/radiographics.14.2.8190952
Snijders Blok L, Madsen E, Juusola J et al (2015) Mutations in DDX3X are a common cause of unexplained intellectual disability with gender-specific effects on Wnt signaling. Am J Hum Genet 97:343–352. https://doi.org/10.1016/j.ajhg.2015.07.004
Subramanian A, Tamayo P, Mootha VK et al (2005) Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles. Proc Natl Acad Sci USA 102:15545–15550. https://doi.org/10.1073/pnas.0506580102
Tarailo-Graovac M, Chen N (2009) Using RepeatMasker to identify repetitive elements in genomic sequences. Curr Protoc Bioinforma. https://doi.org/10.1002/0471250953.bi0410s25
Theocharis AD, Skandalis SS, Gialeli C, Karamanos NK (2016) Extracellular matrix structure. Adv Drug Deliv Rev 97:4–27. https://doi.org/10.1016/j.addr.2015.11.001
Wallin J, Wilting J, Koseki H et al (1994) The role of Pax-1 in axial skeleton development. Development 120:1109–1121
Williams N, Narducci A, Eastwood DM et al (2018) An evidence-based approach to the management of children with morquio a syndrome presenting with craniocervical pathology. Spine (Phila Pa 1976) 43:E1443–E1453. https://doi.org/10.1097/BRS.0000000000002743
Woo J, Min JO, Kang DS et al (2018) Control of motor coordination by astrocytic tonic GABA release through modulation of excitation/inhibition balance in cerebellum. Proc Natl Acad Sci USA 115:5004–5009. https://doi.org/10.1073/pnas.1721187115
Xue S, Maluenda J, Marguet F et al (2017) Loss-of-function mutations in LGI4, a secreted ligand involved in Schwann cell myelination, are responsible for arthrogryposis multiplex congenita. Am J Hum Genet 100:659–665. https://doi.org/10.1016/j.ajhg.2017.02.006
Zhao S, Zhang Y, Chen W et al (2021) Diagnostic yield and clinical impact of exome sequencing in early-onset scoliosis (EOS). J Med Genet 58:41–47. https://doi.org/10.1136/jmedgenet-2019-106823
Acknowledgements
This research was funded in part by the Beijing Municipal Excellent Talents Training Fund (2018000020124G142 to Z.L.), the Science and Technology Innovation Capacity Building-advanced discipline construction project (1192070315 to F.J.), the National Natural Science Foundation of China (81930068 and 81772299 to Z.W., 81822030 and 82072391 to N.W., 81672123 and 81972037 to T.J.Z.), Beijing Natural Science Foundation (JQ20032 to N.W., 7191007 to Z.W.), CAMS Innovation Fund for Medical Sciences (CIFMS, 2021-I2M-1-051 to J.Z. and N.W., 2021-I2M-1-052 to Z.W.). We thank Dr. Zan Chen for his contribution in recruiting CVJ malformation patients.
Funding
This research was funded in part by the Beijing Municipal Excellent Talents Training Fund (2018000020124G142 to Z.L.), the Science and Technology Innovation Capacity Building-advanced discipline construction project (1192070315 to F.J.), the National Natural Science Foundation of China (81930068 and 81772299 to Z.W., 81822030 and 82072391 to N.W., 81672123 and 81972037 to T.J.Z.), Beijing Natural Science Foundation (JQ20032 to N.W., 7191007 to Z.W.), CAMS Innovation Fund for Medical Sciences (CIFMS, 2021-I2M-1-051 to J.Z. and N.W., 2021-I2M-1-052 to Z.W.).
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Terry Jianguo Zhang, Fengzeng Jian and Nan Wu contributed to the study conception and design. Material preparation, data collection and analysis were performed by Zhenlei Liu, Hengqiang Zhao, Huakang Du, Siyi Cai, Sen Zhao, Yuchen Niu, Xiaoxin Li, Bowen Liu, Yingzhao Huang, Jiashen Shao, Lian Liu, Ye Tian, Zhihong Wu, Hao Wu and Yue Hu. The first draft of the manuscript was written by Zhenlei Liu, Hengqiang Zhao, Huakang Du and Siyi Cai, and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.
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Liu, Z., Du, H., Zhao, H. et al. Dissection of mendelian predisposition and complex genetic architecture of craniovertebral junction malformation. Hum Genet 142, 89–101 (2023). https://doi.org/10.1007/s00439-022-02474-5
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DOI: https://doi.org/10.1007/s00439-022-02474-5