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D'Abrusco F, Serpieri V, Taccagni CM, Garau J, Cattaneo L, Boggioni M, Gana S, Battini R, Bertini E, Zanni G, Boltshauser E, Borgatti R, Romaniello R, Signorini S, Leuzzi V, Caputi C, Manti F, D'Arrigo S, De Laurentiis A, Graziano C, Lemke JR, Morelli F, Petković Ramadža D, Sirchia F, Giorgio E, Valente EM. Pathogenic cryptic variants detectable through exome data reanalysis significantly increase the diagnostic yield in Joubert syndrome. Eur J Hum Genet 2025; 33:72-79. [PMID: 39394465 PMCID: PMC11711660 DOI: 10.1038/s41431-024-01703-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 09/02/2024] [Accepted: 09/25/2024] [Indexed: 10/13/2024] Open
Abstract
Joubert syndrome (JS) is a genetically heterogeneous neurodevelopmental ciliopathy. Despite exome sequencing (ES), several patients remain undiagnosed. This study aims to increase the diagnostic yield by uncovering cryptic variants through targeted ES reanalysis. We first focused on 26 patients in whom ES only disclosed heterozygous pathogenic coding variants in a JS gene. We reanalyzed raw ES data searching for copy number variants (CNVs) and intronic variants affecting splicing. We validated CNVs through real-time PCR or chromosomal microarray, and splicing variants through RT-PCR or minigenes. Cryptic variants were then searched in additional 44 ES-negative JS individuals. We identified cryptic "second hits" in 14 of 26 children (54%) and biallelic cryptic variants in 3 of 44 (7%), reaching a definite diagnosis in 17 of 70 (overall diagnostic gain 24%). We show that CNVs and intronic splicing variants are a common mutational mechanism in JS; more importantly, we demonstrate that a significant proportion of such variants can be disclosed simply through a focused reanalysis of available ES data, with a significantly increase of the diagnostic yield especially among patients previously found to carry heterozygous coding variants in the KIAA0586, CC2D2A and CPLANE1 genes.
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Affiliation(s)
- Fulvio D'Abrusco
- Department of Molecular Medicine, University of Pavia, Pavia, Italy
| | | | | | - Jessica Garau
- Neurogenetics Research Centre, IRCCS Mondino Foundation, Pavia, Italy
| | - Luca Cattaneo
- Department of Molecular Medicine, University of Pavia, Pavia, Italy
| | - Monica Boggioni
- Department of Molecular Medicine, University of Pavia, Pavia, Italy
| | - Simone Gana
- Neurogenetics Research Centre, IRCCS Mondino Foundation, Pavia, Italy
| | - Roberta Battini
- IRCCS Stella Maris Foundation, Pisa, Italy
- Department of Clinical ad Experimental Medicine, University of Pisa, Pisa, Italy
| | - Enrico Bertini
- Research Unit of Neuromuscular and Neurodegenerative Disorders, IRCCS Bambino Gesù Pediatric Hospital, Rome, Italy
| | - Ginevra Zanni
- Research Unit of Neuromuscular and Neurodegenerative Disorders, IRCCS Bambino Gesù Pediatric Hospital, Rome, Italy
| | | | - Renato Borgatti
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
- Child Neurology and Psychiatry Unit, IRCCS Mondino Foundation, Pavia, Italy
| | - Romina Romaniello
- Child Neurology and Psychiatry Unit, IRCCS Mondino Foundation, Pavia, Italy
| | - Sabrina Signorini
- Child Neurology and Psychiatry Unit, IRCCS Mondino Foundation, Pavia, Italy
| | - Vincenzo Leuzzi
- Department of Human Neuroscience, Unit of Child Neurology and Psychiatry, Sapienza University of Rome, Rome, Italy
| | - Caterina Caputi
- Developmental Age Rehabilitation Service, Trasimeno District, Magione (PG), Italy
| | - Filippo Manti
- Department of Human Neuroscience, Unit of Child Neurology and Psychiatry, Sapienza University of Rome, Rome, Italy
| | - Stefano D'Arrigo
- Department of Developmental Neurology, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Arianna De Laurentiis
- Department of Developmental Neurology, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Claudio Graziano
- Medical Genetics Unit, MeLabeT Department, AUSL Romagna, Cesena, Italy
| | - Johannes R Lemke
- Institute of Human Genetics, University of Leipzig, Leipzig, Germany
| | - Federica Morelli
- Department of Psychiatry, Autism Spectrum Disorders and Related Conditions Service, Lausanne University Hospital (CHUV), Lausanne, Switzerland
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
| | - Danijela Petković Ramadža
- Department of Pediatrics, University Hospital Centre Zagreb and University of Zagreb School of Medicine, Zagreb, Croatia
| | - Fabio Sirchia
- Department of Molecular Medicine, University of Pavia, Pavia, Italy
- Medical Genetics Unit, IRCCS San Matteo Foundation, Pavia, Italy
| | - Elisa Giorgio
- Department of Molecular Medicine, University of Pavia, Pavia, Italy
- Neurogenetics Research Centre, IRCCS Mondino Foundation, Pavia, Italy
| | - Enza Maria Valente
- Department of Molecular Medicine, University of Pavia, Pavia, Italy.
- Neurogenetics Research Centre, IRCCS Mondino Foundation, Pavia, Italy.
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Li SX, Chen L, Deng C, Tang D, Zhang J, Hu WG, Hu Y, Lai H, Yang X. Uncertain significance and molecular insights of CPLANE1 variants in prenatal diagnosis of Joubert syndrome: a case report. BMC Pregnancy Childbirth 2024; 24:865. [PMID: 39725884 PMCID: PMC11674561 DOI: 10.1186/s12884-024-07052-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Accepted: 12/09/2024] [Indexed: 12/28/2024] Open
Abstract
BACKGROUND Prenatal whole exome sequencing (WES) is becoming an increasingly used diagnostic tool for fetuses with structural anomalies. However, the identification of variants of uncertain significance (VUS) in clinically relevant genes can significantly complicate prenatal diagnosis and genetic counseling. CASE PRESENTATION A fetus conceived through in vitro fertilization at the third attempt presented with polydactyly and molar tooth sign at 24 + 6 weeks of gestation. Trio-based WES was performed on both parents and the affected fetus, revealing a pair of compound heterozygous CPLANE1 variants (c.4646 A > T/p.Glu1549Val and c.1233 C > A/p.Tyr411*) potentially associated with Joubert syndrome. According to the ACMG guidelines, one of the biallelic variants was classified as VUS, and the other as pathogenic. However, these variants had no allele frequencies in the general population. The p.Tyr411* variant was classified as deleterious, while the p.Glu1549Val variant was located in highly conserved residues, was predicted to be damaging by in silico tools, and altered hydrogen bonding. Furthermore, CPLANE1 expression was highest in the brain during the embryonic and fetal stages. These findings provide additional support for the association between CPLANE1 variants in this fetus and Joubert syndrome. Thus, the most likely diagnosis was Joubert syndrome, and after careful consideration, the couple decided to terminate the pregnancy. CONCLUSION The expression patterns of CPLANE1 and the molecular effects of the variants may provide further evidence supporting the potential for prenatal diagnosis of Joubert syndrome in the case of biallelic VUS and pathogenic variant. This study suggests that molecular insights may play a role in interpreting VUS in clinically relevant prenatal genes for prenatal diagnosis.
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Affiliation(s)
- Si-Xiu Li
- Department of Pediatric Neurology, School of Medicine, Chengdu Women's and Children's Central Hospital, University of Electronic Science and Technology of China, Chengdu, China
- Institute of Electronic and Information Engineering of UESTC in Guangdong, Dongguan, Guangdong, China
| | - Leiting Chen
- Institute of Electronic and Information Engineering of UESTC in Guangdong, Dongguan, Guangdong, China
| | - Chen Deng
- Department of Radiology, Chengdu Women's and Children's Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Dongmei Tang
- Department of Obstetrics, School of Medicine, Chengdu Women's and Children's Central Hospital, University of Electronic Science and Technology of China, Chengdu, China
| | - Jing Zhang
- Department of Pediatric Neurology, School of Medicine, Chengdu Women's and Children's Central Hospital, University of Electronic Science and Technology of China, Chengdu, China
| | - Wen-Guang Hu
- Department of Pediatric Neurology, School of Medicine, Chengdu Women's and Children's Central Hospital, University of Electronic Science and Technology of China, Chengdu, China
| | - Yu Hu
- Department of Prenatal Diagnosis, Chengdu Women's and Children's Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Hua Lai
- Department of Radiology, Chengdu Women's and Children's Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China.
| | - Xiao Yang
- Department of Obstetrics, School of Medicine, Chengdu Women's and Children's Central Hospital, University of Electronic Science and Technology of China, Chengdu, China.
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Fang X, Ma M, Rong W, Lian YY, Wu X, Gao Y, Li HP, Sheng X. Exome sequencing confirms the clinical diagnosis of both joubert syndrome and klinefelter syndrome with keratoconus in a han Chinese family. Front Genet 2024; 15:1417584. [PMID: 39076169 PMCID: PMC11284097 DOI: 10.3389/fgene.2024.1417584] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Accepted: 06/26/2024] [Indexed: 07/31/2024] Open
Abstract
Introduction Joubert syndrome a rare genetic disorder, is characterized by abnormalities in the development of the central nervous system with "molar signs" on magnetic resonance imaging of the brain and accompanied by cerebellar vermis hypoplasia, ataxia, hypotonia, and developmental delay. Keratoconus (KC) is a kind of genetically predisposed eye disease that causes blindness characterized by a dilated thinning of the central or paracentral cornea conically projected forward, highly irregular astigmatism, and severe visual impairment. Klinefelter syndrome is caused by an extra X chromosome in the cells of male patients, and the main phenotype is tall stature and dysplasia with secondary sex characteristics. This study was intended to identify the genetic etiology and determine the clinical diagnosis of one Han Chinese family with specific clinical manifestations of keratoconus and multiorgan involvement. Methods A comprehensive ocular and related general examination was performed on one patient and his asymptomatic parents and brother. Pathogenic genes were tested by exome sequencing. CNV-seq was used to verify the copy number variation, and peripheral blood was cultured for karyotype analysis. The pathogenicity of the identified variant was determined subject to ACMG guidelines. The Gene Expression Omnibus (GEO) dataset of keratoconus-related genes in the NCBI database was obtained to analyze the differentially expressed genes in corneal tissues of the keratoconus group and the normal control group, and analysis of protein-protein interaction networks (PPI) was performed. Results Proband, a 25-year-old male, had sudden loss of vision in the left eye for 1 week. Best corrected visual acuity (BCVA): 0.5 (-1.00DS/-5.00DC*29°) in the right eye, counting fingers/40 cm in the left eye. Slit-lamp microscopy of the right eye showed mild anterior protrusion of the cornea and thinning of the cone-topped cornea. The left eye showed marked thinning of the central region of the cornea, rounded edema in the form of a cone-like bulge, epithelial bullae, edema and turbidity of the stroma, and bulging of the Descemet's membrane. Cranial magnetic resonance imaging (MRI) revealed changes in the midbrain and cerebellum, with a "molar sign" and a "bat-winged" ventriculus quartus cerebri. General check-up: 168 cm in height, decreased muscle tone in all four limbs, knee jerk elicited, negative Babinski sign, abdominal reflexes elicited, finger-to-nose test positive, intentional tremor evident in both hands, positive Romberg's sign, instability of gait, level I intellectual disability, poor adaptive behavior, communication disorders, teeth all dentures, a peculiar face with blepharophimosis, wide inner canthus distance, mild ptosis, severe positive epicanthus, high palatal arches, exotropia, hypotrichosis of beard and face, inconspicuous prominentia laryngea, and short upper and lower limbs. Exome sequencing detected compound heterozygous frameshift variants M1:c.9279dup:p.His3094Thrfs*18 and M2:c.6515_6522del:p.Lys2172Thrfs*37 in the patient's CPLANE1 gene and the presence of duplication-type CNV on the X chromosome. Sanger sequencing showed that the mother and father carried the M1 and M2 variants, respectively, and the younger brother carried the M2 variant, which was a novel variant. CNV-seq analysis showed the presence of a duplication-type CNV Xp22.33-Xq28 (2757837-156030895) of approximately 155 Mb on the X chromosome of the proband, which was a de novo variant and carried by neither of the parents. The two heterozygous frameshift variants and duplication-type CNV were pathogenic according to the ACMG guidelines. Differential expression analysis of keratoconus-related genes showed that CPLANE1 was upregulated in the corneal tissues of keratoconus patients compared with normal controls, and such a difference was statistically significant (p = 0.000515, <0.05). PPI analysis showed that the CPLANE1-NPHP3 complex protein acted as a bridge between cilia and extracellular matrix tissue. According to the genetic test results and clinical phenotype analysis, the family was finally diagnosed with Joubert syndrome combined with Keratoconus and Klinefelter syndrome. Discussion In this study, we report a proband in a Han Chinese family with both Joubert syndrome and X-linked Klinefelter syndrome as well as keratoconus, and the phenotype spectrum of CPLANE1-Joubert syndrome may be expanded accordingly. Meanwhile, the significance of exome sequencing was emphasized in aiding the clinical diagnosis of complex cases, which is difficult to make.
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Affiliation(s)
- Xinhe Fang
- Ningxia Eye Hospital, People’s Hospital of Ningxia Hui Autonomous Region, Third Clinical Medical College of Ningxia Medical University, Yinchuan, China
| | - Meijiao Ma
- Gansu Aier Ophthalmology and Optometry Hospital, Lanzhou, China
| | - Weining Rong
- Ningxia Eye Hospital, People’s Hospital of Ningxia Hui Autonomous Region, Third Clinical Medical College of Ningxia Medical University, Yinchuan, China
| | - Yuan-Yuan Lian
- Gansu Aier Ophthalmology and Optometry Hospital, Lanzhou, China
| | - Xueli Wu
- Gansu Aier Ophthalmology and Optometry Hospital, Lanzhou, China
| | - Yongying Gao
- Ningxia Eye Hospital, People’s Hospital of Ningxia Hui Autonomous Region, Third Clinical Medical College of Ningxia Medical University, Yinchuan, China
| | - Hui-Ping Li
- Ningxia Eye Hospital, People’s Hospital of Ningxia Hui Autonomous Region, Third Clinical Medical College of Ningxia Medical University, Yinchuan, China
| | - Xunlun Sheng
- Gansu Aier Ophthalmology and Optometry Hospital, Lanzhou, China
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Niu J, Teng X, Zhang J. Aberrant splicing caused by a novel KMT2A variant in Wiedemann-Steiner syndrome. Mol Genet Genomic Med 2024; 12:e2415. [PMID: 38488438 PMCID: PMC10941593 DOI: 10.1002/mgg3.2415] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Revised: 02/14/2024] [Accepted: 02/20/2024] [Indexed: 03/18/2024] Open
Abstract
INTRODUCTION Wiedemann-Steiner syndrome (WSS) is a rare autosomal-dominant disorder caused by KMT2A variants. The aim of this study was to characterize a novel KMT2A variant in a child with WSS and demonstrate integrated diagnostic approaches. METHODS A 3-year-old female with developmental delay, distinctive facial features, and anal fistula underwent whole exome sequencing (WES). RNA analysis was performed to assess splicing effects caused by a novel variant. RESULTS WES identified novel heterozygous KMT2A c.5664+6T>C variant initially classified as a variant of uncertain significance. RNA analysis provided evidence of aberrant splicing (exon 20 skipping), allowing reclassification to likely pathogenic. The patient exhibited typical WSS features along with a potential novel finding of anal fistula. CONCLUSION This report describes a novel non-canonical splice site variant in KMT2A associated with WSS. RNA analysis was critical for variant reclassification. Detailed phenotypic evaluation revealed common and expanded WSS manifestations. This case highlights the importance of combining clinical assessment, DNA testing, and RNA functional assays for the diagnosis of rare genetic disorders.
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Affiliation(s)
- Jianing Niu
- Reproductive Medicine Center, Shanghai First Maternity and Infant Hospital, School of MedicineTongji UniversityShanghaiChina
- Department of Obstetrics and Gynecology, Jiaxing Maternity and Child Health Care Hospital, College of MedicineJiaxing UniversityJiaxingChina
| | - Xiaoming Teng
- Reproductive Medicine Center, Shanghai First Maternity and Infant Hospital, School of MedicineTongji UniversityShanghaiChina
| | - Junyu Zhang
- Reproductive Medicine Center, Shanghai First Maternity and Infant Hospital, School of MedicineTongji UniversityShanghaiChina
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Wang C, Dai W. Lung nodule segmentation via semi-residual multi-resolution neural networks. Open Life Sci 2023; 18:20220727. [PMID: 37941779 PMCID: PMC10628569 DOI: 10.1515/biol-2022-0727] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 08/14/2023] [Accepted: 08/23/2023] [Indexed: 11/10/2023] Open
Abstract
The integration of deep neural networks and cloud computing has become increasingly prevalent within the domain of medical image processing, facilitated by the recent strides in neural network theory and the advent of the internet of things (IoTs). This juncture has led to the emergence of numerous image segmentation networks and innovative solutions that facilitate medical practitioners in diagnosing lung cancer. Within the contours of this study, we present an end-to-end neural network model, christened as the "semi-residual Multi-resolution Convolutional Neural Network" (semi-residual MCNN), devised to engender precise lung nodule segmentation maps within the milieu of cloud computing. Central to the architecture are three pivotal features, each coalescing to effectuate a notable enhancement in predictive accuracy: the incorporation of semi-residual building blocks, the deployment of group normalization techniques, and the orchestration of multi-resolution output heads. This innovative model is systematically subjected to rigorous training and testing regimes, using the LIDC-IDRI dataset - a widely embraced and accessible repository - comprising a diverse ensemble of 1,018 distinct lung CT images tailored to the realm of lung nodule segmentation.
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Affiliation(s)
- Chenyang Wang
- Department of Electrical and Electronic Engineering, Imperial College London, London, UK
| | - Wei Dai
- Department of Electrical and Electronic Engineering, Imperial College London, London, UK
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Wang H, Nie W, Wang C, Wang Z, Zheng Y. Novel CPLANE1 c.8948dupT (p.P2984Tfs*7) variant in a child patient with Joubert syndrome. Open Life Sci 2023; 18:20220542. [PMID: 36789003 PMCID: PMC9896164 DOI: 10.1515/biol-2022-0542] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Revised: 10/20/2022] [Accepted: 11/23/2022] [Indexed: 02/04/2023] Open
Abstract
Joubert syndrome (JBTS) is a class of heterogeneous ciliopathy genetically associated with CPLANE1 mutations. The characteristics of clinical phenotypes and CPLANE1 variants were analyzed in a 2-month-old patient. A 2-month-old patient with JBTS was diagnosed after clinical evaluation including family history, physical examination, cerebral MRI, ultrasonography imaging, VEGG, ocular fundus examination, and comprehensive blood and urine testing. Whole exome sequencing (WES) was performed to detect CPLANE1 variants, and Sanger sequencing was used to confirm the variants. This JBTS patient presented with oculomotor apraxia, dysregulation of breathing pattern, and ataxia. MRI revealed poor continuity of cerebelli, batwing appearance, and molar tooth sign. This patient was noted with abnormal hematology, dysregulation of hepatic function, thyroid function, immunity, and renal function, and encephalopathy. CPLANE1 (c.8948dupT (p.P2984Tfs*7) and c.247G > T (p.G83X)) variants were noticed in the patient as a pathogenic variant and caused autosomal recessive inheritance. The JBTS patient with mutations in CPLANE1 (c.8948dupT (p.P2984Tfs*7) and c.247G > T (p.G83X)) developed JBTS phenotypes. The novel CPLANE1 c.8948dupT (p.P2984Tfs*7) variant will assist clinicians and geneticists in reaching a precise diagnosis for JBTS.
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Affiliation(s)
- Huiping Wang
- Department of Neurology, Kunming Children’s Hospital, Kunming Children’s Hospital Affiliated with Kunming Medical University, No. 288, Qianxing Road, Xishan District, Kunming 650228, China
| | - Wensha Nie
- Department of Neurology, Kunming Children’s Hospital, Kunming Children’s Hospital Affiliated with Kunming Medical University, No. 288, Qianxing Road, Xishan District, Kunming 650228, China
| | - Chunxia Wang
- Department of Neurology, Kunming Children’s Hospital, Kunming Children’s Hospital Affiliated with Kunming Medical University, No. 288, Qianxing Road, Xishan District, Kunming 650228, China
| | - Zuohua Wang
- Department of Neurology, Kunming Children’s Hospital, Kunming Children’s Hospital Affiliated with Kunming Medical University, No. 288, Qianxing Road, Xishan District, Kunming 650228, China
| | - Yuxia Zheng
- Department of Neurology, Kunming Children’s Hospital, Kunming Children’s Hospital Affiliated with Kunming Medical University, No. 288, Qianxing Road, Xishan District, Kunming 650228, China
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