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Muiño-Mosquera L, Cervi E, De Groote K, Dewals W, Fejzic Z, Kazamia K, Mathur S, Milleron O, Mir TS, Nielsen DG, Odermarsky M, Sabate-Rotes A, van der Hulst A, Valenzuela I, Jondeau G. Management of aortic disease in children with FBN1-related Marfan syndrome. Eur Heart J 2024:ehae526. [PMID: 39250726 DOI: 10.1093/eurheartj/ehae526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 05/14/2024] [Accepted: 07/31/2024] [Indexed: 09/11/2024] Open
Abstract
Marfan syndrome (MFS) is a hereditary connective tissue disorder with an estimated prevalence of 1:5000-1:10 000 individuals. It is a pleiotropic disease characterized by specific ocular, cardiovascular, and skeletal features. The most common cardiovascular complication is aortic root dilatation which untreated can lead to life-threatening aortic root dissection, mainly occurring in adult patients. Prompt diagnosis, appropriate follow-up, and timely treatment can prevent aortic events. Currently there are no specific recommendations for treatment of children with MFS, and management is greatly based on adult guidelines. Furthermore, due to the scarcity of studies including children, there is a lack of uniform treatment across different centres. This consensus document aims at bridging these gaps of knowledge. This work is a joint collaboration between the paediatric subgroup of the European Network of Vascular Diseases (VASCERN, Heritable Thoracic Aortic Disease Working Group) and the Association for European Paediatric and Congenital Cardiology (AEPC). A group of experts from 12 different centres and 8 different countries participated in this effort. This document reviews four main subjects, namely, (i) imaging of the aorta at diagnosis and follow-up, (ii) recommendations on medical treatment, (iii) recommendations on surgical treatment, and (iv) recommendations on sport participation.
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Affiliation(s)
- Laura Muiño-Mosquera
- Department of Paediatrics, division of Paediatric Cardiology, Ghent University Hospital, C. Heymanslaan 10, Ghent 9000, Belgium
- Center for Medical Genetics, Ghent University Hospital, Ghent, Belgium
| | - Elena Cervi
- Inherited Cardiovascular Diseases Centre, Cardiology, Great Ormond Street Hospital, London, United Kingdom
| | - Katya De Groote
- Department of Paediatrics, division of Paediatric Cardiology, Ghent University Hospital, C. Heymanslaan 10, Ghent 9000, Belgium
| | - Wendy Dewals
- Department of Paediatrics, division of Paediatric Cardiology, Antwerp University Hospital, Antwerp, Belgium
| | - Zina Fejzic
- Department of Paediatrics, division of Paediatric Cardiology, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Kalliopi Kazamia
- Department of Paediatric Cardiology, Stockholm-Uppsala, Karolinska University Hospital, Stockholm, Sweden
- Department of Women's and Children's Health, Karolinska University Hospital, Stockholm, Sweden
| | - Sujeev Mathur
- Department of Cardiovascular Imaging, Guy's and St Thomas Hospital, London, United Kingdom
| | - Olivier Milleron
- Centre de réference pour le syndrome de Marfan et apparentés, Department of Cardiology, Bichat Claude Bernard Hospital, Université Paris Cité, INSERM U1148, Paris, France
| | - Thomas S Mir
- Childrens Heart Centre, Paediatric Cardiology, University Clinics Hamburg, Hamburg, Germany
| | - Dorte G Nielsen
- Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark
| | | | - Anna Sabate-Rotes
- Department of Paediatric Cardiology, Hospital Vall D'Hebron, Barcelona, Spain
| | - Annelies van der Hulst
- Department of Paediatrics, Division of Paediatric Cardiology, Amsterdam University Medical Centre, Amsterdam, The Netherlands
| | - Irene Valenzuela
- Department of Clinical and Molecular Genetics, Hospital Vall d'Hebron, Barcelona, Spain
| | - Guillaume Jondeau
- Centre de réference pour le syndrome de Marfan et apparentés, Department of Cardiology, Bichat Claude Bernard Hospital, Université Paris Cité, INSERM U1148, Paris, France
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Alluyn L, Dequeker L, Dhaese S, Consejo A, De Zaeytijd J, Leroy BP, De Backer J, Kreps EO. Anterior scleral thickness in Marfan syndrome: A quantitative analysis. Acta Ophthalmol 2024. [PMID: 38773052 DOI: 10.1111/aos.16721] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2023] [Accepted: 05/11/2024] [Indexed: 05/23/2024]
Abstract
PURPOSE To investigate the anterior scleral thickness (AST) in patients with Marfan syndrome (MFS). METHODS A prospective, cross-sectional study was conducted at the Department of Ophthalmology, Ghent University Hospital, Ghent, including patients with a genetically confirmed clinical diagnosis of MFS and age-, gender- and axial length-matched controls. Subjects with known corneal, conjunctival or scleral pathology and a history of ocular surgery, including pars plana vitrectomy, recent contact lens use or high-grade astigmatism were excluded. Subjects underwent non-cycloplegic autorefraction, Scheimpflug-based corneal tomography, axial length measurement and spectral-domain optical coherence tomography (OCT). AST was manually measured at 1 mm (AST1), 2 mm (AST2) and 3 mm (AST3) from the scleral spur, temporally and nasally. RESULTS A total of 56 subjects (28 subjects in the MFS group and 28 matched subjects in the control group) were included in this study. In patients with MFS, AST was significantly reduced compared to matched controls, both overall and at every analysed measuring point in the nasal and temporal areas (p < 0.001). Central corneal thickness (CCT) and mean keratometry (Kmean) values were significantly lower in patients with MFS (p < 0.05). A positive correlation was found between nasal AST and CCT in patients with MFS. No correlation was found between AST and Kmean or between AST and axial length. In patients with MFS with ectopia lentis, compared to those without, temporal AST3 was significantly lower (p < 0.05). AST was significantly lower in patients with MFS harbouring a variant predicted to cause haploinsufficiency compared to those with a variant expected to lead to a dominant negative effect for both nasal and temporal measurements. CONCLUSION Based on anterior segment OCT measurements, AST of patients with MFS is significantly lower compared to matched controls.
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Affiliation(s)
- Lien Alluyn
- Department of Ophthalmology, Ghent University Hospital, Ghent, Belgium
| | - Laure Dequeker
- Department of Ophthalmology, AZ Groeninge, Kortrijk, Belgium
| | | | - Alejandra Consejo
- Aragon Institute for Engineering Research (I3A), University of Zaragoza, Zaragoza, Spain
| | - Julie De Zaeytijd
- Department of Ophthalmology, Ghent University Hospital, Ghent, Belgium
| | - Bart P Leroy
- Department of Ophthalmology, Ghent University Hospital, Ghent, Belgium
- Center for Medical Genetics, Ghent University Hospital, Ghent, Belgium
- Division of Ophthalmology & Center for Cellular & Molecular Therapeutics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Julie De Backer
- Center for Medical Genetics, Ghent University Hospital, Ghent, Belgium
- Department of Biomolecular Medicine, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
- Department of Cardiology, Ghent University Hospital, Ghent, Belgium
| | - Elke O Kreps
- Department of Ophthalmology, Ghent University Hospital, Ghent, Belgium
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Yoon E, Lee JK, Park TK, Chang SA, Huh J, Kim JW, Kim DK, Jang JH. Experience of reassessing FBN1 variants of uncertain significance by gene-specific guidelines. J Med Genet 2023; 61:57-60. [PMID: 37558401 DOI: 10.1136/jmg-2023-109433] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Accepted: 07/22/2023] [Indexed: 08/11/2023]
Abstract
BACKGROUND Despite the 2015 American College of Medical Genetics and Genomics (ACMG) and Association of Molecular Pathology (AMP) guideline, many variants of FBN1 gene remain inconclusive. In line with publication of the FBN1-specific variant interpretation guideline by ClinGen in 2022, we reassessed variants of uncertain significance (VUS) in FBN1 gene found in our institution. METHODS VUS found in the course of FBN1 sequencing between December 2015 and April 2022 were reassessed based on FBN1-specific variant interpretation guideline, review of updated literatures and additional genetic tests including family study and/or RNA study if available. RESULTS Out of 695 patients who underwent FBN1 sequencing, 61 VUS were found in 69 patients. Among them, 38 VUS in 43 patients (62.3%) were reclassified as pathogenic and likely pathogenic variant ((L)PV), including 20 novel (L)PV. Major causes of reclassification were: (1) gene-specific modification of ACMG/AMP criteria, (2) updated literatures and (3) additional genetic tests. The most important evidence for reclassification was clarification of critical amino acid residues. CONCLUSIONS After reassessing FBN1 variants according to FBN1-specific guideline and up-to-date database, a significant number of VUS was reclassified. Clinical laboratories are encouraged to perform variant reassessment at regular intervals or when there is a major change in the principle of variant interpretation.
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Affiliation(s)
- Eungjun Yoon
- Department of Laboratory Medicine and Genetics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Jong Kwon Lee
- Department of Laboratory Medicine and Genetics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Taek Kyu Park
- Division of Cardiology, Department of Medicine, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Sung-A Chang
- Division of Cardiology, Department of Medicine, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - June Huh
- Division of Cardiology, Department of Pediatrics, Adult Congenital Heart Disease Clinic, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Jong-Won Kim
- Department of Laboratory Medicine and Genetics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Duk-Kyung Kim
- Division of Cardiology, Department of Medicine, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
- Division of Cardiology, Department of Medicine, Samsung Changwon Hospital, Sungkyunkwan University School of Medicine, Changwon, Republic of Korea
| | - Ja-Hyun Jang
- Department of Laboratory Medicine and Genetics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
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Taniguchi Y, Takeda N, Inuzuka R, Matsubayashi Y, Kato S, Doi T, Yagi H, Yamauchi H, Ando M, Oshima Y, Tanaka S. Impact of pathogenic FBN1 variant types on the development of severe scoliosis in patients with Marfan syndrome. J Med Genet 2023; 60:74-80. [PMID: 34916231 PMCID: PMC9811093 DOI: 10.1136/jmedgenet-2021-108186] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Accepted: 11/18/2021] [Indexed: 02/04/2023]
Abstract
BACKGROUND Among the several musculoskeletal manifestations in patients with Marfan syndrome, spinal deformity causes pain and respiratory impairment and is a great hindrance to patients' daily activities. The present study elucidates the genetic risk factors for the development of severe scoliosis in patients with Marfan syndrome. METHODS We retrospectively evaluated 278 patients with pathogenic or likely pathogenic FBN1 variants. The patients were divided into those with (n=57) or without (n=221) severe scoliosis. Severe scoliosis was defined as (1) patients undergoing surgery before 50 years of age or (2) patients with a Cobb angle exceeding 50° before 50 years of age. The variants were classified as protein-truncating variants (PTVs), which included variants creating premature termination codons and inframe exon-skipping, or non-PTVs, based on their location and predicted amino acid alterations, and the effect of the FBN1 genotype on the development of severe scoliosis was examined. The impact of location of FBN1 variants on the development of severe scoliosis was also investigated. RESULTS Univariate and multivariate analyses revealed that female sex, PTVs of FBN1 and variants in the neonatal region (exons 25-33) were all independent significant predictive factors for the development of severe scoliosis. Furthermore, these factors were identified as predictors of progression of existing scoliosis into severe state. CONCLUSIONS We elucidated the genetic risk factors for the development of severe scoliosis in patients with Marfan syndrome. Patients harbouring pathogenic FBN1 variants with these genetic risk factors should be monitored carefully for scoliosis progression.
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Affiliation(s)
- Yuki Taniguchi
- Department of Orthopaedic Surgery, The University of Tokyo Hospital, Tokyo, Japan,Marfan Syndrome Center, The University of Tokyo Hospital, Tokyo, Japan
| | - Norifumi Takeda
- Marfan Syndrome Center, The University of Tokyo Hospital, Tokyo, Japan,Department of Cardiovascular Medicine, The University of Tokyo Hospital, Tokyo, Japan
| | - Ryo Inuzuka
- Marfan Syndrome Center, The University of Tokyo Hospital, Tokyo, Japan,Department of Pediatrics, The University of Tokyo Hospital, Tokyo, Japan
| | | | - So Kato
- Department of Orthopaedic Surgery, The University of Tokyo Hospital, Tokyo, Japan
| | - Toru Doi
- Department of Orthopaedic Surgery, The University of Tokyo Hospital, Tokyo, Japan
| | - Hiroki Yagi
- Marfan Syndrome Center, The University of Tokyo Hospital, Tokyo, Japan,Department of Cardiovascular Medicine, The University of Tokyo Hospital, Tokyo, Japan
| | - Haruo Yamauchi
- Marfan Syndrome Center, The University of Tokyo Hospital, Tokyo, Japan,Department of Cardiac Surgery, The University of Tokyo Hospital, Tokyo, Japan
| | - Masahiko Ando
- Marfan Syndrome Center, The University of Tokyo Hospital, Tokyo, Japan,Department of Cardiac Surgery, The University of Tokyo Hospital, Tokyo, Japan
| | - Yasushi Oshima
- Department of Orthopaedic Surgery, The University of Tokyo Hospital, Tokyo, Japan
| | - Sakae Tanaka
- Department of Orthopaedic Surgery, The University of Tokyo Hospital, Tokyo, Japan
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Desbrest B, Couderc B. Les demandes d’analyses des caractéristiques génétiques par séquençage dans les recherches cliniques : considérations juridiques et éthiques. Therapie 2022; 78:247-257. [DOI: 10.1016/j.therap.2022.06.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2021] [Revised: 04/26/2022] [Accepted: 06/21/2022] [Indexed: 10/16/2022]
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Abbasciano RG, Mariscalco G, Barwell J, Owens G, Zakkar M, Joel-David L, Pathak S, Adebayo A, Shannon N, Haines RL, Aujla H, Eagle-Hemming B, Kumar T, Lai F, Wozniak M, Murphy G. Evaluating the Feasibility of Screening Relatives of Patients Affected by Nonsyndromic Thoracic Aortic Diseases: The REST Study. J Am Heart Assoc 2022; 11:e023741. [PMID: 35383466 PMCID: PMC9238461 DOI: 10.1161/jaha.121.023741] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Background Diseases of the thoracic aorta are characterized by a familial etiology in up to 30% of the cases. Nonsyndromic thoracic aorta diseases (NS‐TADs) lack overt clinical signs and systemic features, which hinder early detection and prompt surgical intervention. We hypothesize that tailored genetic testing and imaging of first‐degree and second‐degree relatives of patients affected by NS‐TADs may enable early diagnosis and allow appropriate surveillance or intervention. Methods and Results We conducted a feasibility study involving probands affected by familial or sporadic NS‐TADs who had undergone surgery, which also offered screening to their relatives. Each participant underwent a combined imaging (echocardiogram and magnetic resonance imaging) and genetic (whole exome sequencing) evaluation, together with physical examination and psychological assessment. The study population included 16 probands (8 sporadic, 8 familial) and 54 relatives (41 first‐degree and 13 second‐degree relatives) with median age 48 years (range: 18–85 years). No syndromic physical features were observed. Imaging revealed mild‐to‐moderate aortic dilation in 24% of relatives. A genetic variant of uncertain significance was identified in 3 families. Imaging, further phenotyping, or a form of secondary prevention was indicated in 68% of the relatives in the familial group and 54% in the sporadic group. No participants fulfilled criteria for aortic surgery. No differences between baseline and 3‐month follow‐up scores for depression, anxiety, and self‐reported quality of life were observed. Conclusions In NS‐TADs, imaging tests, genetic counseling, and family screening yielded positive results in up to 1 out of 4 screened relatives, including those in the sporadic NS‐TAD group. Registration URL: https://www.clinicaltrials.gov; Unique identifier: NCT03861741.
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Affiliation(s)
| | - Giovanni Mariscalco
- Department of Cardiac Surgery University Hospitals of Leicester NHS Trust Leicester UK
| | - Julian Barwell
- Department of Genetics and Genome Biology University of Leicester UK
| | - Gareth Owens
- Aortic Dissection Awareness UK & Ireland York UK
| | - Mustafa Zakkar
- Leicester NIHR Biomedical Research Centre & Department of Cardiovascular Sciences University of Leicester UK
| | - Lathishia Joel-David
- Department of Cardiac Surgery University Hospitals of Leicester NHS Trust Leicester UK
| | - Suraj Pathak
- Leicester NIHR Biomedical Research Centre & Department of Cardiovascular Sciences University of Leicester UK
| | - Adewale Adebayo
- Leicester NIHR Biomedical Research Centre & Department of Cardiovascular Sciences University of Leicester UK
| | - Nora Shannon
- Department of Clinical Genetics Nottingham University Hospitals Nottingham UK
| | | | - Hardeep Aujla
- Leicester NIHR Biomedical Research Centre & Department of Cardiovascular Sciences University of Leicester UK
| | - Bryony Eagle-Hemming
- Leicester NIHR Biomedical Research Centre & Department of Cardiovascular Sciences University of Leicester UK
| | - Tracy Kumar
- Leicester Clinical Trials Unit University of Leicester Leicester UK
| | - Florence Lai
- Leicester NIHR Biomedical Research Centre & Department of Cardiovascular Sciences University of Leicester UK
| | - Marcin Wozniak
- Leicester NIHR Biomedical Research Centre & Department of Cardiovascular Sciences University of Leicester UK
| | - Gavin Murphy
- Leicester NIHR Biomedical Research Centre & Department of Cardiovascular Sciences University of Leicester UK
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7
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Tomar S, Klinzing DC, Chen CK, Gan LH, Moscarello T, Reuter C, Ashley EA, Foo R. Causative Variants for Inherited Cardiac Conditions in a Southeast Asian Population Cohort. Circ Genom Precis Med 2022; 15:e003536. [DOI: 10.1161/circgen.121.003536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background:
Variable penetrance and late-onset phenotypes are key challenges for classifying causal as well as incidental findings in inherited cardiac conditions. Allele frequencies of variants in ancestry-specific populations, along with clinical variant analysis and interpretation, are critical to determine their true significance.
Methods:
Here, we carefully reviewed and classified variants in genes associated with inherited cardiac conditions based on a population whole-genome sequencing cohort of 4810 Singaporeans representing Southeast Asian ancestries.
Results:
Eighty-nine (1.85%) individuals carried either pathogenic or likely pathogenic variants across 25 genes. Forty-six (51.7%) had variants in causal genes for familial hyperlipidemia, but there were also recurrent variants in
SCN5A
and
MYBPC3
, causal genes for inherited arrhythmia and cardiomyopathy, which, despite previous reports, we determined to lack criteria for pathogenicity.
Conclusions:
Our findings highlight the incidence of disease-related variants in inherited cardiac conditions and emphasize the value of large-scale sequencing in specific ancestries. Follow-up detailed phenotyping and analysis of pedigrees are crucial because assigning pathogenicity will significantly affect clinical management for individuals and their family members.
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Affiliation(s)
- Swati Tomar
- Cardiovascular Disease Translational Research Programme, Yong Loo Lin School of Medicine, National University Singapore (S.T., D.C.K., C.K.C., L.H.G., R.F.)
- Cardiovascular Research Institute, National University Heart Centre (S.T., D.C.K., C.K.C., L.H.G., R.F.), National University Health System, Singapore
| | - David C. Klinzing
- Cardiovascular Disease Translational Research Programme, Yong Loo Lin School of Medicine, National University Singapore (S.T., D.C.K., C.K.C., L.H.G., R.F.)
- Cardiovascular Research Institute, National University Heart Centre (S.T., D.C.K., C.K.C., L.H.G., R.F.), National University Health System, Singapore
- Khoo Teck Puat National University Children’s Medical Institute (C.K.C.), National University Health System, Singapore
- Department of Pediatrics, Yong Loo Lin School of Medicine, National University Singapore, Singapore (C.K.C.)
| | - Ching Kit Chen
- Cardiovascular Disease Translational Research Programme, Yong Loo Lin School of Medicine, National University Singapore (S.T., D.C.K., C.K.C., L.H.G., R.F.)
- Cardiovascular Research Institute, National University Heart Centre (S.T., D.C.K., C.K.C., L.H.G., R.F.), National University Health System, Singapore
| | - Louis Hanqiang Gan
- Cardiovascular Disease Translational Research Programme, Yong Loo Lin School of Medicine, National University Singapore (S.T., D.C.K., C.K.C., L.H.G., R.F.)
- Cardiovascular Research Institute, National University Heart Centre (S.T., D.C.K., C.K.C., L.H.G., R.F.), National University Health System, Singapore
| | - Tia Moscarello
- Centre for Inherited Cardiovascular Disease, Stanford University Medical Center, CA (T.M., C.R., E.A.A.)
| | - Chloe Reuter
- Centre for Inherited Cardiovascular Disease, Stanford University Medical Center, CA (T.M., C.R., E.A.A.)
| | - Euan A. Ashley
- Centre for Inherited Cardiovascular Disease, Stanford University Medical Center, CA (T.M., C.R., E.A.A.)
| | - Roger Foo
- Cardiovascular Disease Translational Research Programme, Yong Loo Lin School of Medicine, National University Singapore (S.T., D.C.K., C.K.C., L.H.G., R.F.)
- Cardiovascular Research Institute, National University Heart Centre (S.T., D.C.K., C.K.C., L.H.G., R.F.), National University Health System, Singapore
- Genome Institute of Singapore (R.F.)
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Chen S, Fei H, Zhang J, Chen Y, Huang H, Lu D, Xu C. Classification and Interpretation for 11 FBN1 Variants Responsible for Marfan Syndrome and Pre-implantation Genetic Testing (PGT) for Two Families Successfully Blocked Transmission of the Pathogenic Mutations. Front Mol Biosci 2021; 8:749842. [PMID: 34957211 PMCID: PMC8702824 DOI: 10.3389/fmolb.2021.749842] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Accepted: 11/10/2021] [Indexed: 11/15/2022] Open
Abstract
Background: The lifespan of Marfan Syndrome (MFS) patients is shortened, especially in patients without early diagnostics, preventive treatment, and elective surgery. Clinically, MFS diagnosis is mainly dependent on phenotypes, but for children, sporadic cases, or suspicious MFS patients, molecular genetic testing, and mainly FBN1 mutation screening, plays a significant role in the diagnosis of MFS. PGT-M gives couples that had a family history of monogenic disorders the opportunity to avoid the occurrence of MFS. Methods: In this study, 11 families with MFS were recruited and complete clinical features were collected. Variants were classified and interpreted through pedigree analysis according to guidelines. Two families chose to undergo PGT-M; 16 blastocysts were biopsied and amplified. Haplotype analysis was performed to deduce the embryo’s genotype by using single nucleotide polymorphisms (SNPs) identified in each sample. Results: We identified 11 potential disease-causing FBN1 variants, six of which are novel. All variants were assessed with prediction tools to assess mutation pathogenicity, population databases to evaluate population allele frequency, literature databases to identify whether the variant had been reported in MFS patients, and multiple sequence alignment to carry out conservative analysis. Finally, nine variants were classified as likely pathogenic/pathogenic variants. Among 11 variants, eight variants were missense, and seven of them were located in the Ca-binding EGF-like motifs, moreover, half of them substituted conserved Cysteine residues. We also identified a splice site variant, a frameshift variant, and a synonymous variant. There are two variants that are de novo variants. PGT-M helped two MFS families give birth to a healthy baby not carrying the FBN1 mutation. Conclusions: In the present study, the FBN1 mutation spectrum was enriched, and may help further elucidate the pathogenesis, benefiting clinical diagnosis and management of MFS. We make use of a reliable PGT-M method for the successful birth of healthy babies to two MFS families.
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Affiliation(s)
- Songchang Chen
- Obstetrics and Gynecology Hospital, Institute of Reproduction and Development, Fudan University, Shanghai, China.,The International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.,Shanghai Key Laboratory of Embryo Orignal Diseases, Shanghai, China.,State Key Laboratory of Genetic Engineering and MOE Engineering Research Center of Gene Technology, School of Life Sciences, Fudan University, Shanghai, China
| | - Hongjun Fei
- The International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.,Shanghai Key Laboratory of Embryo Orignal Diseases, Shanghai, China
| | - Junyun Zhang
- The International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.,Shanghai Key Laboratory of Embryo Orignal Diseases, Shanghai, China
| | - Yiyao Chen
- The International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.,Shanghai Key Laboratory of Embryo Orignal Diseases, Shanghai, China
| | - Hefeng Huang
- Obstetrics and Gynecology Hospital, Institute of Reproduction and Development, Fudan University, Shanghai, China.,The International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.,Shanghai Key Laboratory of Embryo Orignal Diseases, Shanghai, China
| | - Daru Lu
- State Key Laboratory of Genetic Engineering and MOE Engineering Research Center of Gene Technology, School of Life Sciences, Fudan University, Shanghai, China
| | - Chenming Xu
- Obstetrics and Gynecology Hospital, Institute of Reproduction and Development, Fudan University, Shanghai, China.,The International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.,Shanghai Key Laboratory of Embryo Orignal Diseases, Shanghai, China
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9
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Benson KA, Murray SL, Senum SR, Elhassan E, Conlon ET, Kennedy C, Conlon S, Gilbert E, Connaughton D, O'Hara P, Khamis S, Cormican S, Brody LC, Molloy AM, Lynch SA, Casserly L, Griffin MD, Carton R, Yachnin K, Harris PC, Cavalleri GL, Conlon P. The genetic landscape of polycystic kidney disease in Ireland. Eur J Hum Genet 2021; 29:827-838. [PMID: 33454723 PMCID: PMC8110806 DOI: 10.1038/s41431-020-00806-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Revised: 12/16/2020] [Accepted: 12/21/2020] [Indexed: 02/08/2023] Open
Abstract
Polycystic kidney diseases (PKDs) comprise the most common Mendelian forms of renal disease. It is characterised by the development of fluid-filled renal cysts, causing progressive loss of kidney function, culminating in the need for renal replacement therapy or kidney transplant. Ireland represents a valuable region for the genetic study of PKD, as family sizes are traditionally large and the population relatively homogenous. Studying a cohort of 169 patients, we describe the genetic landscape of PKD in Ireland for the first time, compare the clinical features of patients with and without a molecular diagnosis and correlate disease severity with autosomal dominant pathogenic variant type. Using a combination of molecular genetic tools, including targeted next-generation sequencing, we report diagnostic rates of 71-83% in Irish PKD patients, depending on which variant classification guidelines are used (ACMG or Mayo clinic respectively). We have catalogued a spectrum of Irish autosomal dominant PKD pathogenic variants including 36 novel variants. We illustrate how apparently unrelated individuals carrying the same autosomal dominant pathogenic variant are highly likely to have inherited that variant from a common ancestor. We highlight issues surrounding the implementation of the ACMG guidelines for variant pathogenicity interpretation in PKD, which have important implications for clinical genetics.
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Affiliation(s)
- Katherine A Benson
- School of Pharmacy and Biomolecular Science, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Susan L Murray
- Department of Nephrology, Beaumont Hospital, Dublin, Ireland
| | - Sarah R Senum
- Division of Nephrology and Hypertension, Mayo Clinic, Rochester, MN, USA
| | | | - Eoin T Conlon
- Department of Nephrology, Beaumont Hospital, Dublin, Ireland
| | - Claire Kennedy
- Department of Nephrology, Beaumont Hospital, Dublin, Ireland
| | - Shane Conlon
- Department of Nephrology, Beaumont Hospital, Dublin, Ireland
| | - Edmund Gilbert
- School of Pharmacy and Biomolecular Science, Royal College of Surgeons in Ireland, Dublin, Ireland
| | | | - Paul O'Hara
- Department of Renal Medicine, University Hospital Limerick, Limerick, Ireland
| | - Sarah Khamis
- School of Pharmacy and Biomolecular Science, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Sarah Cormican
- Regenerative Medicine Institute (REMEDI) at CÚRAM Centre for Research in Medical Devices, School of Medicine, National University of Ireland Galway, Galway, Ireland
- Nephrology Department, Galway University Hospitals, Saolta University Healthcare Group, Galway, Ireland
| | - Lawrence C Brody
- Division of Intramural Research, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA
| | - Anne M Molloy
- School of Medicine, Trinity College Dublin, Dublin, Ireland
| | - Sally Ann Lynch
- Department of Clinical Genetics, Children's University Hospital, Temple Street, Dublin, Ireland
| | - Liam Casserly
- Department of Renal Medicine, University Hospital Limerick, Limerick, Ireland
| | - Matthew D Griffin
- Regenerative Medicine Institute (REMEDI) at CÚRAM Centre for Research in Medical Devices, School of Medicine, National University of Ireland Galway, Galway, Ireland
- Nephrology Department, Galway University Hospitals, Saolta University Healthcare Group, Galway, Ireland
| | - Robert Carton
- School of Pharmacy and Biomolecular Science, Royal College of Surgeons in Ireland, Dublin, Ireland
| | | | - Peter C Harris
- Division of Nephrology and Hypertension, Mayo Clinic, Rochester, MN, USA
| | - Gianpiero L Cavalleri
- School of Pharmacy and Biomolecular Science, Royal College of Surgeons in Ireland, Dublin, Ireland.
| | - Peter Conlon
- School of Pharmacy and Biomolecular Science, Royal College of Surgeons in Ireland, Dublin, Ireland.
- Department of Nephrology, Beaumont Hospital, Dublin, Ireland.
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10
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Harris SL, Lindsay ME. Role of Clinical Genetic Testing in the Management of Aortopathies. Curr Cardiol Rep 2021; 23:10. [PMID: 33475873 DOI: 10.1007/s11886-020-01435-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/18/2020] [Indexed: 01/28/2023]
Abstract
PURPOSE OF REVIEW Thoracic aortic aneurysms (TAA) have a strong heritable basis, and identification of a genetic etiology has important implications for patients with TAA and their relatives. This review provides an overview of Mendelian causes of TAA, discusses important considerations for genetic testing, and summarizes the impact a genetic diagnosis may have on a patient's medical care. RECENT FINDINGS Thoracic aortic disease may be non-syndromic or seen as part of a genetic syndrome, such as Marfan syndrome, Loeys-Dietz syndrome, or vascular Ehlers-Danlos syndrome. Expanded access to genetic testing has revealed the wide and overlapping phenotypic spectrum of these conditions, highlighting the need for genetic testing to establish an accurate diagnosis. Important aspects of genetic evaluation include thorough phenotyping through family history and physical examination, selection of an appropriate genetic test driven by the patient's phenotype, and careful interpretation of genetic test results. Improved understanding of the natural history of these conditions has led to tailored management recommendations, including gene-based recommendations for prophylactic surgical repair. Identification of a genetic etiology allows for careful monitoring of disease progression, informs the timing of prophylactic surgical repair, and facilitates the identification of other at-risk relatives through cascade genetic testing.
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Affiliation(s)
- Stephanie L Harris
- Cardiology Division and Cardiovascular Genetics Program, Massachusetts General Hospital, Boston, MA, USA
| | - Mark E Lindsay
- Cardiology Division and Cardiovascular Genetics Program, Massachusetts General Hospital, Boston, MA, USA.
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11
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Wenger BM, Patel N, Lui M, Moscati A, Do R, Stewart DR, Tartaglia M, Muiño-Mosquera L, De Backer J, Kontorovich AR, Gelb BD. A genotype-first approach to exploring Mendelian cardiovascular traits with clear external manifestations. Genet Med 2020; 23:94-102. [PMID: 32989268 PMCID: PMC7796917 DOI: 10.1038/s41436-020-00973-2] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 09/08/2020] [Accepted: 09/09/2020] [Indexed: 01/11/2023] Open
Abstract
Purpose: The purpose of this study is to use a genotype-first approach to explore highly penetrant, autosomal dominant cardiovascular diseases with external features, the RASopathies and Marfan syndrome (MFS), using biobank data. Methods: This study uses exome sequencing and corresponding phenotypic data from Mount Sinai’s BioMe (n = 32,344) and the United Kingdom Biobank (UKBB; n = 49,960). Variant curation identified pathogenic/likely pathogenic (P/LP) variants in RASopathy genes and FBN1. Results: Twenty-one subjects harbored P/LP RASopathy variants; three (14%) were diagnosed, and another 46% had ≥1 classic Noonan syndrome (NS) feature. Major NS features (short stature (9.5% p = 7e-5) and heart anomalies (19%, p < 1e-5)) were less frequent than expected. Prevalence of hypothyroidism/autoimmune disorders was enriched compared to biobank populations (p = 0.007). For subjects with FBN1 P/LP variants, 14/41 (34%) had a MFS diagnosis or highly suggestive features. 5/15 participants (33%) with echocardiographic data had aortic dilation, fewer than expected (p=8e-6). Ectopia lentis affected only 15% (p < 1e-5). Conclusions: Substantial fractions of individuals harboring P/LP variants with partial or full phenotypic matches to a RASopathy or MFS remain undiagnosed, some not meeting diagnostic criteria. Routine population genotyping would enable multi-disciplinary care and avoid life-threatening events.
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Affiliation(s)
| | - Nihir Patel
- Mindich Child Health and Development Institute, Icahn School of Medicine, New York, NY, USA
| | - Madeline Lui
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Arden Moscati
- Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Ron Do
- Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Douglas R Stewart
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Marco Tartaglia
- Genetics and Rare Diseases Research Division, Ospedale Pediatrico Bambino Gesù, IRCCS, Rome, Italy
| | - Laura Muiño-Mosquera
- Division of Pediatric Cardiology. Department of Pediatrics, Ghent University Hospital, Ghent, Belgium.,Center for Medical Genetics, Ghent University Hospital, Ghent, Belgium
| | - Julie De Backer
- Center for Medical Genetics, Ghent University Hospital, Ghent, Belgium.,Department of Cardiology, Ghent University Hospital, Ghent, Belgium
| | - Amy R Kontorovich
- Mindich Child Health and Development Institute, Icahn School of Medicine, New York, NY, USA.,Zena and Michael A. Wiener Cardiovascular Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Bruce D Gelb
- Mindich Child Health and Development Institute, Icahn School of Medicine, New York, NY, USA. .,Departments of Pediatrics and Genetics and Genomic Sciences, Icahn School of Medicine, New York, NY, USA.
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12
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Clinical Features and Natural History of PRKAG2 Variant Cardiac Glycogenosis. J Am Coll Cardiol 2020; 76:186-197. [PMID: 32646569 DOI: 10.1016/j.jacc.2020.05.029] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2020] [Revised: 05/11/2020] [Accepted: 05/13/2020] [Indexed: 11/21/2022]
Abstract
BACKGROUND PRKAG2 gene variants cause a syndrome characterized by cardiomyopathy, conduction disease, and ventricular pre-excitation. Only a small number of cases have been reported to date, and the natural history of the disease is poorly understood. OBJECTIVES The aim of this study was to describe phenotype and natural history of PRKAG2 variants in a large multicenter European cohort. METHODS Clinical, electrocardiographic, and echocardiographic data from 90 subjects with PRKAG2 variants (53% men; median age 33 years; interquartile range [IQR]: 15 to 50 years) recruited from 27 centers were retrospectively studied. RESULTS At first evaluation, 93% of patients were in New York Heart Association functional class I or II. Maximum left ventricular wall thickness was 18 ± 8 mm, and left ventricular ejection fraction was 61 ± 12%. Left ventricular hypertrophy (LVH) was present in 60 subjects (67%) at baseline. Thirty patients (33%) had ventricular pre-excitation or had undergone accessory pathway ablation; 17 (19%) had pacemakers (median age at implantation 36 years; IQR: 27 to 46 years), and 16 (18%) had atrial fibrillation (median age 43 years; IQR: 31 to 54 years). After a median follow-up period of 6 years (IQR: 2.3 to 13.9 years), 71% of subjects had LVH, 29% had AF, 21% required de novo pacemakers (median age at implantation 37 years; IQR: 29 to 48 years), 14% required admission for heart failure, 8% experienced sudden cardiac death or equivalent, 4% required heart transplantation, and 13% died. CONCLUSIONS PRKAG2 syndrome is a progressive cardiomyopathy characterized by high rates of atrial fibrillation, conduction disease, advanced heart failure, and life-threatening arrhythmias. Classical features of pre-excitation and severe LVH are not uniformly present, and diagnosis should be considered in patients with LVH who develop atrial fibrillation or require permanent pacemakers at a young age.
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13
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Bitarafan F, Razmara E, Khodaeian M, Keramatipour M, Kalhor A, Jafarinia E, Garshasbi M. Three Novel Variants identified in FBN1 and TGFBR2 in seven Iranian families with suspected Marfan syndrome. Mol Genet Genomic Med 2020; 8:e1274. [PMID: 32431097 PMCID: PMC7434737 DOI: 10.1002/mgg3.1274] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2020] [Revised: 03/16/2020] [Accepted: 03/20/2020] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Marfan syndrome (MFS) is a multi-systemic autosomal dominant disease of the connective tissue characterized by the early development of thoracic aneurysms/dissections, along with various manifestations of the ocular and skeletal systems. Due to the genetic and clinical heterogeneity, the clinical diagnosis of this disorder is challenging. Loss-of-function mutations in FBN1 (encodes fibrillin-1) lead to MFS type 1. Also, similar mutations in transforming growth factor β receptor 2 (TGFBR2) gene cause MFS type 2. Both proteins involve in TGF-β signaling. METHODS In this study, genetic screening using a panel involving 14 genes, especially FBN1 and TGFBR2, were performed on seven representatives affected members of seven unrelated Iranian families suspected with MFS. To confirm the variants, Sanger sequencing was applied to other affected/unaffected members of the families. RESULTS A total of 13 patients showed MFS manifestations. Using genetic screening, two novel and three previously reported variants in FBN1 were identified. We also detected two variants (a novel and a previously reported variant) in the TGFBR2 gene. CONCLUSION In this study, we introduce three novel variants identified through gene screening in seven Iranian MFS families. This report is expected to considerably improve genetic counseling for Iranian MFS families. Early precise molecular diagnosis can be helpful for better management and improving the life expectancy of these patients.
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Affiliation(s)
- Fatemeh Bitarafan
- Department of Cellular and Molecular Biology, North Tehran Branch, Islamic Azad University, Tehran, Iran
| | - Ehsan Razmara
- Department of Medical Genetics, Faculty of Medical Sciences, Tarbiat Modares University, Teheran, Iran
| | | | - Mohammad Keramatipour
- Department of Medical Genetics, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Alireza Kalhor
- Department of medical science, Qom Branch, Islamic Azad University, Qom, Iran
| | - Ehsan Jafarinia
- Department of Medical Genetics, Faculty of Medical Sciences, Tarbiat Modares University, Teheran, Iran
| | - Masoud Garshasbi
- Department of Medical Genetics, Faculty of Medical Sciences, Tarbiat Modares University, Teheran, Iran
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Abstract
PURPOSE OF REVIEW Although the majority of thoracic aortic aneurysms and dissections (TAD) in the overall population are mainly related to arterial hypertension and atherosclerosis, Heritable Thoracic Aortic Disease (HTAD) are increasingly recognized, especially in younger individuals. As fatal events in the setting of HTAD are preventable with timely detection and appropriate management, this review aims to provide an overview of the genetic basis of HTAD and practical recommendations for genetic evaluation in this setting. RECENT FINDINGS Thanks in part to a number of important efforts to set up (inter)national networks and consortia for collecting clinical and genetic data from patients with these rare disorders, significant progress has been made in understanding the natural evolution of these disorders. These insights are now starting to enable the development of recommendations for the management of these patients.In addition, pathogenic variants in a number of new genes have been identified in HTAD patients. On the basis of more extensive genetic screening in cohorts of patients with TAD, it is becoming clear that there is no strict boundary between syndromal and nonsyndromal HTAD entities. It is, therefore, important to at least consider genetic evaluation, not only for patients presenting with syndromic forms but also for more isolated TAD.Finally, there are indications that we will -- up to a certain point -- soon be able to draw up a more precise policy for individual patients, based on the underlying genetic defects SUMMARY: Genetic evaluation in (young) patients with both syndromic and nonsyndromic forms of HTAD should be considered and is helpful for the development of more precise medicine.
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Affiliation(s)
- Julie De Backer
- VASCERN HTAD European Reference Centre, Department of Cardiology and Center for Medical Genetics, Ghent University Hospital, Ghent, Belgium
| | - Guillaume Jondeau
- VASCERN HTAD European Reference Centre, Centre National Maladies Rares pour le Syndrome de Marfan et apparente[Combining Acute Accent]s
| | - Cathérine Boileau
- VASCERN HTAD European Reference Centre, Centre National Maladies Rares pour le Syndrome de Marfan et apparente[Combining Acute Accent]s.,De[Combining Acute Accent]partement de Ge[Combining Acute Accent]ne[Combining Acute Accent]tique, AP-HP.,LVTS, INSERM U1148, Universite[Combining Acute Accent] Paris Diderot, Ho[Combining Circumflex Accent]pital Bichat, Paris, France
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15
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Najafi A, Caspar SM, Meienberg J, Rohrbach M, Steinmann B, Matyas G. Variant filtering, digenic variants, and other challenges in clinical sequencing: a lesson from fibrillinopathies. Clin Genet 2020; 97:235-245. [PMID: 31506931 PMCID: PMC7004123 DOI: 10.1111/cge.13640] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Revised: 09/04/2019] [Accepted: 09/07/2019] [Indexed: 12/23/2022]
Abstract
Genome-scale high-throughput sequencing enables the detection of unprecedented numbers of sequence variants. Variant filtering and interpretation are facilitated by mutation databases, in silico tools, and population-based reference datasets such as ExAC/gnomAD, while variants are classified using the ACMG/AMP guidelines. These methods, however, pose clinically relevant challenges. We queried the gnomAD dataset for (likely) pathogenic variants in genes causing autosomal-dominant disorders. Furthermore, focusing on the fibrillinopathies Marfan syndrome (MFS) and congenital contractural arachnodactyly (CCA), we screened 500 genomes of our patients for co-occurring variants in FBN1 and FBN2. In gnomAD, we detected 2653 (likely) pathogenic variants in 253 genes associated with autosomal-dominant disorders, enabling the estimation of variant-filtering thresholds and disease predisposition/prevalence rates. In our database, we discovered two families with hitherto unreported co-occurrence of FBN1/FBN2 variants causing phenotypes with mixed or modified MFS/CCA clinical features. We show that (likely) pathogenic gnomAD variants may be more frequent than expected and are challenging to classify according to the ACMG/AMP guidelines as well as that fibrillinopathies are likely underdiagnosed and may co-occur. Consequently, selection of appropriate frequency cutoffs, recognition of digenic variants, and variant classification represent considerable challenges in variant interpretation. Neglecting these challenges may lead to incomplete or missed diagnoses.
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Affiliation(s)
- Arash Najafi
- Center for Cardiovascular Genetics and Gene DiagnosticsFoundation for People with Rare DiseasesSchlieren‐ZurichSwitzerland
- Cantonal Hospital WinterthurInstitute of Radiology and Nuclear MedicineWinterthurSwitzerland
| | - Sylvan M. Caspar
- Center for Cardiovascular Genetics and Gene DiagnosticsFoundation for People with Rare DiseasesSchlieren‐ZurichSwitzerland
| | - Janine Meienberg
- Center for Cardiovascular Genetics and Gene DiagnosticsFoundation for People with Rare DiseasesSchlieren‐ZurichSwitzerland
| | - Marianne Rohrbach
- Division of Metabolism and Children's Research CenterUniversity Children's Hospital Zurich Eleonore FoundationZurichSwitzerland
| | - Beat Steinmann
- Division of Metabolism and Children's Research CenterUniversity Children's Hospital Zurich Eleonore FoundationZurichSwitzerland
| | - Gabor Matyas
- Center for Cardiovascular Genetics and Gene DiagnosticsFoundation for People with Rare DiseasesSchlieren‐ZurichSwitzerland
- Zurich Center for Integrative Human PhysiologyUniversity of ZurichZurichSwitzerland
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16
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In-silico Analysis of NF1 Missense Variants in ClinVar: Translating Variant Predictions into Variant Interpretation and Classification. Int J Mol Sci 2020; 21:ijms21030721. [PMID: 31979111 PMCID: PMC7037781 DOI: 10.3390/ijms21030721] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2019] [Revised: 01/09/2020] [Accepted: 01/20/2020] [Indexed: 11/17/2022] Open
Abstract
Background: With the advent of next-generation sequencing in genetic testing, predicting the pathogenicity of missense variants represents a major challenge potentially leading to misdiagnoses in the clinical setting. In neurofibromatosis type 1 (NF1), where clinical criteria for diagnosis may not be fully present until late infancy, correct assessment of variant pathogenicity is fundamental for appropriate patients' management. Methods: Here, we analyzed three different computational methods, VEST3, REVEL and ClinPred, and after extracting predictions scores for 1585 NF1 missense variants listed in ClinVar, evaluated their performances and the score distribution throughout the neurofibromin protein. Results: For all the three methods, no significant differences were present between the scores of "likely benign", "benign", and "likely pathogenic", "pathogenic" variants that were consequently collapsed into a single category. The cutoff values for pathogenicity were significantly different for the three methods and among benign and pathogenic variants for all methods. After training five different models with a subset of benign and pathogenic variants, we could reclassify variants in three sharply separated categories. Conclusions: The recently developed metapredictors, which integrate information from multiple components, after gene-specific fine-tuning, could represent useful tools for variant interpretation, particularly in genetic diseases where a clinical diagnosis can be difficult.
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17
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Baudhuin LM, Kluge ML, Kotzer KE, Lagerstedt SA. Variability in gene-based knowledge impacts variant classification: an analysis of FBN1 missense variants in ClinVar. Eur J Hum Genet 2019; 27:1550-1560. [PMID: 31227806 DOI: 10.1038/s41431-019-0440-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2018] [Revised: 05/13/2019] [Accepted: 05/21/2019] [Indexed: 01/07/2023] Open
Abstract
Gene-specific knowledge can enhance genetic variant classification, but may not be routinely incorporated into clinical laboratory practice. For example, FBN1 variants associated with Marfan syndrome may be variably classified depending on knowledge of FBN1-specific critical regions. In order to assess variability in classification of FBN1 variants, 674 FBN1 missense variants from 18 ClinVar submitters were compared and reanalyzed using FBN1-specific criteria and ACMG/AMP 2015 guidelines for variant interpretation. Conflicting variant classifications occurred in 30.7% of the missense variants that had multiple submitters. There were 451 classifications of 361 critical residue missense variants, with 80.0% (361/451) classified as likely pathogenic or pathogenic [(L)P]. Non-cysteine critical residue variants were less likely to be classified as (L)P [55.3% (78/141)] than cysteine variants [91.3% (283/310)] and were more likely to lack evidence citing the functional significance of the amino acid impacted. Application of FBN1-specific knowledge allowed for reclassification or discrepancy resolution in 65/361 (18.0%) critical residue variants. There were 522 classifications of 313 unique missense variants not known to impact a critical residue. Of these, 31.6% (165/522) were likely overclassified as either (L)P or uncertain significance (VUS), especially when minor allele frequency (MAF) was taken into account, and we reclassified or resolved classification discrepancies in 128/313 (40.9%) of these variants. Our results provide a refined framework and resource for FBN1 variant classification, and further supports the more global implications of combining gene-based knowledge with ACMG/AMP criteria and appropriate MAF cutoffs for variant classification that extend beyond FBN1.
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Affiliation(s)
- Linnea M Baudhuin
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.
| | - Michelle L Kluge
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Katrina E Kotzer
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Susan A Lagerstedt
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
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18
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Xu J, Yang P, Xue S, Sharma B, Sanchez-Martin M, Wang F, Beaty KA, Dehan E, Parikh B. Translating cancer genomics into precision medicine with artificial intelligence: applications, challenges and future perspectives. Hum Genet 2019; 138:109-124. [PMID: 30671672 PMCID: PMC6373233 DOI: 10.1007/s00439-019-01970-5] [Citation(s) in RCA: 95] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2018] [Accepted: 01/02/2019] [Indexed: 02/07/2023]
Abstract
In the field of cancer genomics, the broad availability of genetic information offered by next-generation sequencing technologies and rapid growth in biomedical publication has led to the advent of the big-data era. Integration of artificial intelligence (AI) approaches such as machine learning, deep learning, and natural language processing (NLP) to tackle the challenges of scalability and high dimensionality of data and to transform big data into clinically actionable knowledge is expanding and becoming the foundation of precision medicine. In this paper, we review the current status and future directions of AI application in cancer genomics within the context of workflows to integrate genomic analysis for precision cancer care. The existing solutions of AI and their limitations in cancer genetic testing and diagnostics such as variant calling and interpretation are critically analyzed. Publicly available tools or algorithms for key NLP technologies in the literature mining for evidence-based clinical recommendations are reviewed and compared. In addition, the present paper highlights the challenges to AI adoption in digital healthcare with regard to data requirements, algorithmic transparency, reproducibility, and real-world assessment, and discusses the importance of preparing patients and physicians for modern digitized healthcare. We believe that AI will remain the main driver to healthcare transformation toward precision medicine, yet the unprecedented challenges posed should be addressed to ensure safety and beneficial impact to healthcare.
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Affiliation(s)
- Jia Xu
- IBM Watson Health, Cambridge, MA, USA.
| | | | - Shang Xue
- IBM Watson Health, Cambridge, MA, USA
| | | | | | - Fang Wang
- IBM Watson Health, Cambridge, MA, USA
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19
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Takeda N, Inuzuka R, Morita H, Komuro I. Response by Takeda et al to Letter Regarding Article, “Impact of Pathogenic FBN1Variant Types on the Progression of Aortic Disease in Patients With Marfan Syndrome”. Circ Genom Precis Med 2018; 11:e002321. [DOI: 10.1161/circgen.118.002321] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Norifumi Takeda
- Department of Cardiovascular Medicine, The University of Tokyo Hospital, Japan (N.T., H.M., I.K.)
| | - Ryo Inuzuka
- Department of Pediatrics (R.I.), The University of Tokyo Hospital, Japan
| | - Hiroyuki Morita
- Department of Cardiovascular Medicine, The University of Tokyo Hospital, Japan (N.T., H.M., I.K.)
| | - Issei Komuro
- Department of Cardiovascular Medicine, The University of Tokyo Hospital, Japan (N.T., H.M., I.K.)
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20
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West M, Summers K. Identification of Pathological FBN1 Variants Is Not Straightforward. CIRCULATION-GENOMIC AND PRECISION MEDICINE 2018; 11:e002168. [PMID: 29875127 DOI: 10.1161/circgen.118.002168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Malcolm West
- University of Queensland and Prince Charles Hospital, Brisbane, Australia (M.W.).
| | - Kim Summers
- Mater Research Institute-University of Queensland, Brisbane, Australia (K.S.)
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