1
|
Yaron Y, Ofen Glassner V, Mory A, Zunz Henig N, Kurolap A, Bar Shira A, Brabbing Goldstein D, Marom D, Ben Sira L, Baris Feldman H, Malinger G, Krajden Haratz K, Reches A. Exome sequencing as first-tier test for fetuses with severe central nervous system structural anomalies. ULTRASOUND IN OBSTETRICS & GYNECOLOGY : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF ULTRASOUND IN OBSTETRICS AND GYNECOLOGY 2022; 60:59-67. [PMID: 35229910 PMCID: PMC9328397 DOI: 10.1002/uog.24885] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2021] [Revised: 02/08/2022] [Accepted: 02/09/2022] [Indexed: 05/08/2023]
Abstract
OBJECTIVE Prenatally detected central nervous system (CNS) anomalies present a diagnostic challenge. In this study, we compared the diagnostic yield of exome sequencing (ES) and chromosomal microarray analysis (CMA) in fetuses with a major CNS anomaly. METHODS This was a retrospective study of 114 cases referred for genetic evaluation following termination of pregnancy (TOP) due to a major CNS anomaly detected on prenatal ultrasound. All fetuses were first analyzed by CMA. All CMA-negative cases were offered ES. CMA-positive cases were reanalyzed using ES to assess its ability to detect copy-number variants (CNVs). RESULTS CMA identified a pathogenic or likely pathogenic (P/LP) CNV in 11/114 (10%) cases. Eighty-six CMA-negative cases were analyzed using ES, which detected P/LP sequence variants in 38/86 (44%). Among recurrent cases (i.e. cases with a previously affected pregnancy), the incidence of P/LP sequence variants was non-significantly higher compared with non-recurrent ones (12/19 (63%) vs 26/67 (39%); P = 0.06). Among the 38 cases with an ES diagnosis, 20 (53%) were inherited and carried a significant risk of recurrence. Reanalysis of 10 CMA-positive cases by ES demonstrated that the bioinformatics pipeline used for sequence variant analysis also detected all P/LP CNVs, as well as three previously known non-causative CNVs. CONCLUSIONS In our study, ES provided a high diagnostic yield (> 50%) in fetuses with severe CNS structural anomalies, which may have been partly due to the highly selected case series that included post-TOP cases from a specialist referral center. These data suggest that ES may be considered as a first-tier test for the prenatal diagnosis of major fetal CNS anomalies, detecting both P/LP sequence variants and CNVs. This is of particular importance given the time constraints of an ongoing pregnancy and the risk of recurrence in future pregnancies. © 2022 The Authors. Ultrasound in Obstetrics & Gynecology published by John Wiley & Sons Ltd on behalf of International Society of Ultrasound in Obstetrics and Gynecology.
Collapse
Affiliation(s)
- Y. Yaron
- Prenatal Genetic Diagnosis UnitGenetics Institute, Tel Aviv Sourasky Medical CenterTel AvivIsrael
- Sackler Faculty of MedicineTel Aviv UniversityTel AvivIsrael
| | - V. Ofen Glassner
- Prenatal Genetic Diagnosis UnitGenetics Institute, Tel Aviv Sourasky Medical CenterTel AvivIsrael
| | - A. Mory
- Prenatal Genetic Diagnosis UnitGenetics Institute, Tel Aviv Sourasky Medical CenterTel AvivIsrael
| | - N. Zunz Henig
- Prenatal Genetic Diagnosis UnitGenetics Institute, Tel Aviv Sourasky Medical CenterTel AvivIsrael
| | - A. Kurolap
- Prenatal Genetic Diagnosis UnitGenetics Institute, Tel Aviv Sourasky Medical CenterTel AvivIsrael
| | - A. Bar Shira
- Prenatal Genetic Diagnosis UnitGenetics Institute, Tel Aviv Sourasky Medical CenterTel AvivIsrael
| | - D. Brabbing Goldstein
- Prenatal Genetic Diagnosis UnitGenetics Institute, Tel Aviv Sourasky Medical CenterTel AvivIsrael
- Division of Obstetric Ultrasound, Lis Maternity HospitalTel Aviv Sourasky Medical CenterTel AvivIsrael
| | - D. Marom
- Prenatal Genetic Diagnosis UnitGenetics Institute, Tel Aviv Sourasky Medical CenterTel AvivIsrael
- Sackler Faculty of MedicineTel Aviv UniversityTel AvivIsrael
| | - L. Ben Sira
- Sackler Faculty of MedicineTel Aviv UniversityTel AvivIsrael
- Radiology DepartmentTel Aviv Sourasky Medical CenterTel AvivIsrael
| | - H. Baris Feldman
- Prenatal Genetic Diagnosis UnitGenetics Institute, Tel Aviv Sourasky Medical CenterTel AvivIsrael
- Sackler Faculty of MedicineTel Aviv UniversityTel AvivIsrael
| | - G. Malinger
- Sackler Faculty of MedicineTel Aviv UniversityTel AvivIsrael
- Division of Obstetric Ultrasound, Lis Maternity HospitalTel Aviv Sourasky Medical CenterTel AvivIsrael
| | - K. Krajden Haratz
- Sackler Faculty of MedicineTel Aviv UniversityTel AvivIsrael
- Division of Obstetric Ultrasound, Lis Maternity HospitalTel Aviv Sourasky Medical CenterTel AvivIsrael
| | - A. Reches
- Prenatal Genetic Diagnosis UnitGenetics Institute, Tel Aviv Sourasky Medical CenterTel AvivIsrael
- Division of Obstetric Ultrasound, Lis Maternity HospitalTel Aviv Sourasky Medical CenterTel AvivIsrael
| |
Collapse
|
2
|
Mastromoro G, Guadagnolo D, Khaleghi Hashemian N, Marchionni E, Traversa A, Pizzuti A. Molecular Approaches in Fetal Malformations, Dynamic Anomalies and Soft Markers: Diagnostic Rates and Challenges-Systematic Review of the Literature and Meta-Analysis. Diagnostics (Basel) 2022; 12:575. [PMID: 35328129 PMCID: PMC8947110 DOI: 10.3390/diagnostics12030575] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Revised: 02/11/2022] [Accepted: 02/21/2022] [Indexed: 02/06/2023] Open
Abstract
Fetal malformations occur in 2-3% of pregnancies. They require invasive procedures for cytogenetics and molecular testing. "Structural anomalies" include non-transient anatomic alterations. "Soft markers" are often transient minor ultrasound findings. Anomalies not fitting these definitions are categorized as "dynamic". This meta-analysis aims to evaluate the diagnostic yield and the rates of variants of uncertain significance (VUSs) in fetuses undergoing molecular testing (chromosomal microarray (CMA), exome sequencing (ES), genome sequencing (WGS)) due to ultrasound findings. The CMA diagnostic yield was 2.15% in single soft markers (vs. 0.79% baseline risk), 3.44% in multiple soft markers, 3.66% in single structural anomalies and 8.57% in multiple structural anomalies. Rates for specific subcategories vary significantly. ES showed a diagnostic rate of 19.47%, reaching 27.47% in multiple structural anomalies. WGS data did not allow meta-analysis. In fetal structural anomalies, CMA is a first-tier test, but should be integrated with karyotype and parental segregations. In this class of fetuses, ES presents a very high incremental yield, with a significant VUSs burden, so we encourage its use in selected cases. Soft markers present heterogeneous CMA results from each other, some of them with risks comparable to structural anomalies, and would benefit from molecular analysis. The diagnostic rate of multiple soft markers poses a solid indication to CMA.
Collapse
Affiliation(s)
- Gioia Mastromoro
- Department of Experimental Medicine, Policlinico Umberto I Hospital, Sapienza University of Rome, 00161 Rome, Italy; (D.G.); (N.K.H.); (E.M.); (A.T.); (A.P.)
| | | | | | | | | | | |
Collapse
|
3
|
Guadagnolo D, Mastromoro G, Di Palma F, Pizzuti A, Marchionni E. Prenatal Exome Sequencing: Background, Current Practice and Future Perspectives-A Systematic Review. Diagnostics (Basel) 2021; 11:diagnostics11020224. [PMID: 33540854 PMCID: PMC7913004 DOI: 10.3390/diagnostics11020224] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Revised: 01/29/2021] [Accepted: 01/31/2021] [Indexed: 12/16/2022] Open
Abstract
The introduction of Next Generation Sequencing (NGS) technologies has exerted a significant impact on prenatal diagnosis. Prenatal Exome Sequencing (pES) is performed with increasing frequency in fetuses with structural anomalies and negative chromosomal analysis. The actual diagnostic value varies extensively, and the role of incidental/secondary or inconclusive findings and negative results has not been fully ascertained. We performed a systematic literature review to evaluate the diagnostic yield, as well as inconclusive and negative-result rates of pES. Papers were divided in two groups. The former includes fetuses presenting structural anomalies, regardless the involved organ; the latter focuses on specific class anomalies. Available findings on non-informative or negative results were gathered as well. In the first group, the weighted average diagnostic yield resulted 19%, and inconclusive finding rate 12%. In the second group, the percentages were extremely variable due to differences in sample sizes and inclusion criteria, which constitute major determinants of pES efficiency. Diagnostic pES availability and its application have a pivotal role in prenatal diagnosis, though more homogeneity in access criteria and a consensus on clinical management of controversial information management is envisageable to reach widespread use in the near future.
Collapse
Affiliation(s)
- Daniele Guadagnolo
- Department of Experimental Medicine, Policlinico Umberto I Hospital, Sapienza University of Rome, 00161 Rome, Italy; (D.G.); (G.M.); (F.D.P.); (A.P.)
| | - Gioia Mastromoro
- Department of Experimental Medicine, Policlinico Umberto I Hospital, Sapienza University of Rome, 00161 Rome, Italy; (D.G.); (G.M.); (F.D.P.); (A.P.)
| | - Francesca Di Palma
- Department of Experimental Medicine, Policlinico Umberto I Hospital, Sapienza University of Rome, 00161 Rome, Italy; (D.G.); (G.M.); (F.D.P.); (A.P.)
| | - Antonio Pizzuti
- Department of Experimental Medicine, Policlinico Umberto I Hospital, Sapienza University of Rome, 00161 Rome, Italy; (D.G.); (G.M.); (F.D.P.); (A.P.)
- Clinical Genomics Unit, IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo (FG), Italy
| | - Enrica Marchionni
- Department of Experimental Medicine, Policlinico Umberto I Hospital, Sapienza University of Rome, 00161 Rome, Italy; (D.G.); (G.M.); (F.D.P.); (A.P.)
- Correspondence:
| |
Collapse
|
4
|
Rabinowitz T, Deri-Rozov S, Shomron N. Improved noninvasive fetal variant calling using standardized benchmarking approaches. Comput Struct Biotechnol J 2020; 19:509-517. [PMID: 33510858 PMCID: PMC7809098 DOI: 10.1016/j.csbj.2020.12.032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2020] [Revised: 12/15/2020] [Accepted: 12/23/2020] [Indexed: 11/28/2022] Open
Abstract
The technology of noninvasive prenatal testing (NIPT) enables risk-free detection of genetic conditions in the fetus, by analysis of cell-free DNA (cfDNA) in maternal blood. For chromosomal abnormalities, NIPT often effectively replaces invasive tests (e.g. amniocentesis), although it is considered as screening rather than diagnostics. Most recently, the NIPT has been applied to genome-wide, comprehensive genotyping of the fetus using cfDNA, i.e. identifying all its genetic variants and mutations. Previously, we suggested that NIPD should be treated as a special case of variant calling, and presented Hoobari, the first software tool for noninvasive fetal variant calling. Using a unique pipeline, we were able to comprehensively decipher the inheritance of SNPs and indels. A few caveats still exist in this pipeline. Performance was lower for indels and biparental loci (i.e. where both parents carry the same mutation), and performance was not uniform across the genome. Here we utilized standardized methods for benchmarking of variant calling pipelines and applied them to noninvasive fetal variant calling. By using the best performing pipeline and by focusing on coding regions, we showed that noninvasive fetal genotyping greatly improves performance, particularly in indels and biparental loci. These results emphasize the importance of using widely accepted concepts to describe the challenge of genome-wide NIPT of point mutations; and demonstrate a benchmarking process for the first time in this field. This study brings genome-wide and complete NIPD closer to the clinic; while potentially alleviating uncertainty and anxiety during pregnancy, and promoting informed choices among families and physicians.
Collapse
Affiliation(s)
- Tom Rabinowitz
- Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel
| | - Shira Deri-Rozov
- Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel
| | - Noam Shomron
- Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel
| |
Collapse
|
5
|
Xue S, Yan H, Chen J, Li N, Wang J, Liu Y, Zhang H, Li S, Zhang W, Chen D, Chen M. Genetic Examination for Fetuses with Increased Fetal Nuchal Translucency by Genomic Technology. Cytogenet Genome Res 2020; 160:57-62. [PMID: 32036363 DOI: 10.1159/000506095] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/15/2020] [Indexed: 01/23/2023] Open
Abstract
This study aims to investigate the value of chromosomal microarray analysis (CMA) and whole exome sequencing (WES) in fetuses with increased nuchal translucency (defined as NT above the 95th centile for the crown-rump length). A total of 374 singleton pregnancies with gestational ages ranging from 11 to 13 + 6 weeks were investigated. Ultrasound displayed increased NT and no detectable structural malformations in these fetuses. Pregnancies were divided into 4 groups according to the NT values: 95th centile-3.4 mm (114 cases); 3.5-4.4 mm (150 cases); 4.5-5.4 mm (55 cases); and ≥5.5 mm (55 cases). The possible chromosomal anomalies were all analyzed by CMA first. Furthermore, 24 cases with increased NT but negative CMA results were investigated by WES, and the outcomes were followed up. Among all the 374 cases, causative genetic defects were detected in 100/374 (26.7%) of the cases along with 9 variants of unknown significance (VOUS) by CMA. CMA testing yielded 30 pathogenic variants (30/55), accounting for a detection rate of 54.5%, and 1 VOUS in the group of NT ≥5.5 mm, indicating the highest detection rate in the 4 groups. The 24 cases of the CMA negative sub-cohort with WES analysis further yielded 2 VOUS and 3 likely pathogenic variants, including 2 dominant de novo mutations in SOS1 and ECE1 and 1 recessive inherited compound heterozygous mutation in PIGN, which are associated with cardiac defects. All 3 cases opted for termination of pregnancy (TOP). In addition, 2 cases with increased NT were negative by both CMA and WES analysis, and fetal demise occurred. In conclusion, for the investigation of fetuses with increased NT exome sequencing is suggested to be considered in cases with negative CMA findings. However, appropriate genetic counseling should be given to optimizing its utilization in prenatal diagnosis.
Collapse
|
6
|
Guo W, Lai Y, Yan Z, Wang Y, Nie Y, Guan S, Kuo Y, Zhang W, Zhu X, Peng M, Zhi X, Wei Y, Yan L, Qiao J. Trio-whole-exome sequencing and preimplantation genetic diagnosis for unexplained recurrent fetal malformations. Hum Mutat 2019; 41:432-448. [PMID: 31680349 DOI: 10.1002/humu.23935] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2019] [Revised: 09/19/2019] [Accepted: 10/16/2019] [Indexed: 01/18/2023]
Abstract
Whole-exome sequencing (WES) is widely used to detect genetic mutations that cause Mendelian diseases, and has been successfully applied in combination with preimplantation genetic diagnosis (PGD) to avoid the transmission of genetic defects. We investigated 40 nonconsanguineous families with unexplained, recurrent fetal malformations (two or more malformed fetuses) from May 2016 to December 2018. Using Trio-WES, we identified 32 disease-associated variants in 40 families (80% positive rate), which were subsequently verified. Known Mendelian diseases were identified in 12 families (30%), highly suspected Mendelian diseases in 12 families (30%), variants with uncertain significance in 8 families (20%), and no noticeable variants for 8 families (20%). Further analysis showed variants in 22 genes may cause fetal malformations. Four gene variants were detected in fetuses for the first time, which expanded the spectrum of the disease phenotype. Two novel candidate genes may be related to fetal malformations. Of 26 couples receiving PGD on disease-associated genes, 3 healthy newborns were delivered, and 4 couples are undergoing pregnancies. We reported the fetal data and developed an optimized genetic testing strategy. Our finding strongly suggests the presence of single gene Mendelian disorders in 60% of those families, and PGD services for couples to have healthy babies.
Collapse
Affiliation(s)
- Wei Guo
- Department of Obstetrics and Gynecology, Center for Reproductive Medicine, Peking University Third Hospital, Beijing, China.,Key Laboratory of Assisted Reproduction, Ministry of Education, Beijing, China.,Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproduction, Beijing, China
| | - Yuchen Lai
- Department of Obstetrics and Gynecology, Center for Reproductive Medicine, Peking University Third Hospital, Beijing, China.,Key Laboratory of Assisted Reproduction, Ministry of Education, Beijing, China.,Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproduction, Beijing, China.,Peking-Tsinghua Center for Life Sciences, Peking University, Beijing, China
| | - Zhiqiang Yan
- Department of Obstetrics and Gynecology, Center for Reproductive Medicine, Peking University Third Hospital, Beijing, China.,Key Laboratory of Assisted Reproduction, Ministry of Education, Beijing, China.,Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproduction, Beijing, China.,Peking-Tsinghua Center for Life Sciences, Peking University, Beijing, China
| | - Yuqian Wang
- Department of Obstetrics and Gynecology, Center for Reproductive Medicine, Peking University Third Hospital, Beijing, China.,Key Laboratory of Assisted Reproduction, Ministry of Education, Beijing, China.,Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproduction, Beijing, China
| | - Yanli Nie
- Department of Obstetrics and Gynecology, Center for Reproductive Medicine, Peking University Third Hospital, Beijing, China.,Key Laboratory of Assisted Reproduction, Ministry of Education, Beijing, China.,Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproduction, Beijing, China
| | - Shuo Guan
- Department of Obstetrics and Gynecology, Center for Reproductive Medicine, Peking University Third Hospital, Beijing, China.,Key Laboratory of Assisted Reproduction, Ministry of Education, Beijing, China.,Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproduction, Beijing, China
| | - Ying Kuo
- Department of Obstetrics and Gynecology, Center for Reproductive Medicine, Peking University Third Hospital, Beijing, China.,Key Laboratory of Assisted Reproduction, Ministry of Education, Beijing, China.,Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproduction, Beijing, China
| | - Wenxin Zhang
- Department of Obstetrics and Gynecology, Center for Reproductive Medicine, Peking University Third Hospital, Beijing, China.,Key Laboratory of Assisted Reproduction, Ministry of Education, Beijing, China.,Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproduction, Beijing, China
| | - Xiaohui Zhu
- Department of Obstetrics and Gynecology, Center for Reproductive Medicine, Peking University Third Hospital, Beijing, China.,Key Laboratory of Assisted Reproduction, Ministry of Education, Beijing, China.,Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproduction, Beijing, China
| | | | - Xu Zhi
- Department of Obstetrics and Gynecology, Center for Reproductive Medicine, Peking University Third Hospital, Beijing, China.,Key Laboratory of Assisted Reproduction, Ministry of Education, Beijing, China.,Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproduction, Beijing, China
| | - Yuan Wei
- Department of Obstetrics and Gynecology, Center for Reproductive Medicine, Peking University Third Hospital, Beijing, China.,Key Laboratory of Assisted Reproduction, Ministry of Education, Beijing, China.,Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproduction, Beijing, China
| | - Liying Yan
- Department of Obstetrics and Gynecology, Center for Reproductive Medicine, Peking University Third Hospital, Beijing, China.,Key Laboratory of Assisted Reproduction, Ministry of Education, Beijing, China.,Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproduction, Beijing, China
| | - Jie Qiao
- Department of Obstetrics and Gynecology, Center for Reproductive Medicine, Peking University Third Hospital, Beijing, China.,Key Laboratory of Assisted Reproduction, Ministry of Education, Beijing, China.,Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproduction, Beijing, China.,Peking-Tsinghua Center for Life Sciences, Peking University, Beijing, China.,Beijing Advanced Innovation Center for Genomics (ICG), Peking University, Beijing, China
| |
Collapse
|
7
|
Brew CE, Castro BA, Pan V, Hart A, Blumberg B, Wicklund C. Genetics professionals' attitudes toward prenatal exome sequencing. J Genet Couns 2019; 28:229-239. [PMID: 30888706 DOI: 10.1002/jgc4.1112] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Revised: 02/11/2019] [Accepted: 12/21/2019] [Indexed: 11/11/2022]
Abstract
Prenatal exome sequencing (ES) currently has limited use in the clinical setting, but research suggests that it has added diagnostic utility over karyotyping and array techniques for prenatal diagnosis of fetuses presenting with ultrasound abnormalities. The purpose of this study was to assess the attitudes of genetics professionals toward the clinical implementation of prenatal ES in order to guide development of professional guidelines. A survey was developed using themes identified in previous qualitative studies and was distributed to members of the American College of Medical Genetics and Genomics (ACMG), the American Society of Human Genetics (ASHG), and the National Society of Genetic Counselors (NSGC). A total of 498 participants completed some portion of the survey. There was consensus among participants that there would be clinical utility of prenatal ES when used for diagnosis, pregnancy management, and termination decisions. The majority also agreed that prenatal ES was distinct from its current use in the pediatric and adult settings. There were many areas of contention regarding which types of results should be returned to families and whether or not the current ACMG guidelines for return of incidental findings should also apply to the prenatal setting. Overall, professional guidance is needed to address the continuing concerns surrounding prenatal ES as its utilization in this setting is expected to grow.
Collapse
Affiliation(s)
- Casey E Brew
- Division of Genetics, Birth Defects and Metabolism, Ann & Robert H. Lurie Children's Hospital, Chicago, Illinois
| | | | - Vivian Pan
- Kaiser Permanente Research Bank, Oakland, California
| | - Alexa Hart
- Fetal and Neonatal Medicine Center, Rush University Medical Center, Chicago, Illinois
| | - Bruce Blumberg
- Kaiser Permanente School of Medicine, Pasadena, California
| | | |
Collapse
|
8
|
Rabinowitz T, Polsky A, Golan D, Danilevsky A, Shapira G, Raff C, Basel-Salmon L, Matar RT, Shomron N. Bayesian-based noninvasive prenatal diagnosis of single-gene disorders. Genome Res 2019; 29:428-438. [PMID: 30787035 PMCID: PMC6396420 DOI: 10.1101/gr.235796.118] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2018] [Accepted: 01/23/2019] [Indexed: 12/04/2022]
Abstract
In the last decade, noninvasive prenatal diagnosis (NIPD) has emerged as an effective procedure for early detection of inherited diseases during pregnancy. This technique is based on using cell-free DNA (cfDNA) and fetal cfDNA (cffDNA) in maternal blood, and hence, has minimal risk for the mother and fetus compared with invasive techniques. NIPD is currently used for identifying chromosomal abnormalities (in some instances) and for single-gene disorders (SGDs) of paternal origin. However, for SGDs of maternal origin, sensitivity poses a challenge that limits the testing to one genetic disorder at a time. Here, we present a Bayesian method for the NIPD of monogenic diseases that is independent of the mode of inheritance and parental origin. Furthermore, we show that accounting for differences in the length distribution of fetal- and maternal-derived cfDNA fragments results in increased accuracy. Our model is the first to predict inherited insertions–deletions (indels). The method described can serve as a general framework for the NIPD of SGDs; this will facilitate easy integration of further improvements. One such improvement that is presented in the current study is a machine learning model that corrects errors based on patterns found in previously processed data. Overall, we show that next-generation sequencing (NGS) can be used for the NIPD of a wide range of monogenic diseases, simultaneously. We believe that our study will lead to the achievement of a comprehensive NIPD for monogenic diseases.
Collapse
Affiliation(s)
- Tom Rabinowitz
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
| | - Avital Polsky
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
| | - David Golan
- Faculty of Industrial Engineering and Management, Technion, Haifa, 3200003, Israel
| | - Artem Danilevsky
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
| | - Guy Shapira
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
| | - Chen Raff
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
| | - Lina Basel-Salmon
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel.,Raphael Recanati Genetic Institute, Rabin Medical Center, Beilinson Hospital, Petah Tikva, 4941494, Israel
| | - Reut Tomashov Matar
- Raphael Recanati Genetic Institute, Rabin Medical Center, Beilinson Hospital, Petah Tikva, 4941494, Israel
| | - Noam Shomron
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
| |
Collapse
|
9
|
Reches A, Hiersch L, Simchoni S, Barel D, Greenberg R, Ben Sira L, Malinger G, Yaron Y. Whole-exome sequencing in fetuses with central nervous system abnormalities. J Perinatol 2018; 38:1301-1308. [PMID: 30108342 DOI: 10.1038/s41372-018-0199-3] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Revised: 07/03/2018] [Accepted: 07/09/2018] [Indexed: 12/29/2022]
Abstract
OBJECTIVE We describe our experience with whole-exome sequencing (WES) in fetuses with central nervous system (CNS) abnormalities following a normal chromosomal microarray result. METHODS During the study period (2014-2017) 7 cases (9 fetuses) with prenatally diagnosed CNS abnormality, whose chromosomal microarray analysis was negative, were offered whole-exome sequencing analysis. RESULTS A pathogenic or a likely pathogenic variant was found in 5 cases including a previously described, likely pathogenic de novo TUBA1A variant (Case #1); a previously described homozygous VRK1 variant (Case #2); an X-linked ARX variant (Case #3); a likely pathogenic heterozygous variant in the TUBB3 gene (Case #5). Finally, in two fetuses of the same couple (Case #6), a compound heterozygous state was detected, consisting of the NPHP1 gene deletion and a sequence variant of uncertain significance. Two additional cases had normal WES results. CONCLUSION Whole-exome sequencing may improve prenatal diagnosis in fetuses with CNS abnormalities.
Collapse
Affiliation(s)
- Adi Reches
- Prenatal Genetic Diagnosis Unit, Genetic Institute, Tel Aviv Sourasky Medical Center, Tel Aviv-Yafo, Israel.,Department of Obstetrics and Gynecology, Lis Maternity Hospital, Tel Aviv Sourasky Medical Center, Tel Aviv-Yafo, Israel.,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv-Yafo, Israel
| | - Liran Hiersch
- Prenatal Genetic Diagnosis Unit, Genetic Institute, Tel Aviv Sourasky Medical Center, Tel Aviv-Yafo, Israel. .,Department of Obstetrics and Gynecology, Lis Maternity Hospital, Tel Aviv Sourasky Medical Center, Tel Aviv-Yafo, Israel. .,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv-Yafo, Israel.
| | - Sharon Simchoni
- Prenatal Genetic Diagnosis Unit, Genetic Institute, Tel Aviv Sourasky Medical Center, Tel Aviv-Yafo, Israel
| | - Dalit Barel
- Prenatal Genetic Diagnosis Unit, Genetic Institute, Tel Aviv Sourasky Medical Center, Tel Aviv-Yafo, Israel
| | - Rotem Greenberg
- Prenatal Genetic Diagnosis Unit, Genetic Institute, Tel Aviv Sourasky Medical Center, Tel Aviv-Yafo, Israel
| | - Liat Ben Sira
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv-Yafo, Israel.,Radiology Department, Tel Aviv Sourasky Medical Center, Tel Aviv-Yafo, Israel
| | - Gustavo Malinger
- Department of Obstetrics and Gynecology, Lis Maternity Hospital, Tel Aviv Sourasky Medical Center, Tel Aviv-Yafo, Israel.,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv-Yafo, Israel
| | - Yuval Yaron
- Prenatal Genetic Diagnosis Unit, Genetic Institute, Tel Aviv Sourasky Medical Center, Tel Aviv-Yafo, Israel.,Department of Obstetrics and Gynecology, Lis Maternity Hospital, Tel Aviv Sourasky Medical Center, Tel Aviv-Yafo, Israel.,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv-Yafo, Israel
| |
Collapse
|
10
|
Rapid prenatal diagnosis using targeted exome sequencing: a cohort study to assess feasibility and potential impact on prenatal counseling and pregnancy management. Genet Med 2018; 20:1430-1437. [DOI: 10.1038/gim.2018.30] [Citation(s) in RCA: 83] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2017] [Accepted: 01/16/2018] [Indexed: 02/07/2023] Open
|
11
|
Pregnant Genetic Counselors in an Era of Advanced Genomic Tests: What Do the Experts Test Prenatally? J Genet Couns 2018; 27:1167-1174. [DOI: 10.1007/s10897-018-0234-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2017] [Accepted: 02/05/2018] [Indexed: 10/17/2022]
|
12
|
Westerfield LE, Braxton AA, Walkiewicz M. Prenatal Diagnostic Exome Sequencing: a Review. CURRENT GENETIC MEDICINE REPORTS 2017. [DOI: 10.1007/s40142-017-0120-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
|
13
|
Novel Hypomorphic Mutation in FANCD2 Gene Observed in a Fetus with Multiple Congenital Anomalies. Case Rep Obstet Gynecol 2016; 2016:1462818. [PMID: 27642530 PMCID: PMC5011510 DOI: 10.1155/2016/1462818] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2016] [Accepted: 06/13/2016] [Indexed: 11/17/2022] Open
Abstract
Congenital anomalies affect 1% to 2% of the newborns. The urinary tract and the kidneys are involved in 4-5% of the cases while upper-extremities abnormalities are present in 10%. Certain anomalies occur in isolation, whereas others are associated with systemic conditions. The prenatal detection of fetal anomalies compatible with life is a challenge for both the parents and the physician. The prognosis for the fetus/newborn and the reproductive decisions of the family largely depend on the causes underlying the disease. The reported case is of a G2P1 pregnant woman referred for routine ultrasound scan at 24 weeks of gestation (w.g.). The fetus had growth retardation, right kidney agenesis, bilateral absence of radial bones and thumbs, radial deviation of the wrists, and short humeri. Nuchal fold thickness was 5 mm and there was a single umbilical artery. After termination of pregnancy, SNP array genotyping and next-generation sequencing of targeted candidate-genes were performed trying to clarify the etiology of the fetal polymalformative syndrome. A new hypomorphic mutation in FANCD2 gene was found to underlie this fetal anomaly. The case illustrates that patients/families affected by rare monogenic disorders may benefit from application of modern technologies like microarrays and NGS.
Collapse
|
14
|
Gambin T, Jhangiani SN, Below JE, Campbell IM, Wiszniewski W, Muzny DM, Staples J, Morrison AC, Bainbridge MN, Penney S, McGuire AL, Gibbs RA, Lupski JR, Boerwinkle E. Secondary findings and carrier test frequencies in a large multiethnic sample. Genome Med 2015; 7:54. [PMID: 26195989 PMCID: PMC4507324 DOI: 10.1186/s13073-015-0171-1] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2014] [Accepted: 05/06/2015] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Besides its growing importance in clinical diagnostics and understanding the genetic basis of Mendelian and complex diseases, whole exome sequencing (WES) is a rich source of additional information of potential clinical utility for physicians, patients and their families. We analyzed the frequency and nature of single nucleotide variants (SNVs) considered secondary findings and recessive disease allele carrier status in the exomes of 8554 individuals from a large, randomly sampled cohort study and 2514 patients from a study of presumed Mendelian disease having undergone WES. METHODS We used the same sequencing platform and data processing pipeline to analyze all samples and characterized the distributions of reported pathogenic (ClinVar, Human Gene Mutation Database (HGMD)) and predicted deleterious variants in the pre-specified American College of Medical Genetics and Genomics (ACMG) secondary findings and recessive disease genes in different ethnic groups. RESULTS In the 56 ACMG secondary findings genes, the average number of predicted deleterious variants per individual was 0.74, and the mean number of ClinVar reported pathogenic variants was 0.06. We observed an average of 10 deleterious and 0.78 ClinVar reported pathogenic variants per individual in 1423 autosomal recessive disease genes. By repeatedly sampling pairs of exomes, 0.5 % of the randomly generated couples were at 25 % risk of having an affected offspring for an autosomal recessive disorder based on the ClinVar variants. CONCLUSIONS By investigating reported pathogenic and novel, predicted deleterious variants we estimated the lower and upper limits of the population fraction for which exome sequencing may reveal additional medically relevant information. We suggest that the observed wide range for the lower and upper limits of these frequency numbers will be gradually reduced due to improvement in classification databases and prediction algorithms.
Collapse
Affiliation(s)
- Tomasz Gambin
- />Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030 USA
- />Institute of Computer Science, Warsaw University of Technology, Warsaw, 00-665 Poland
| | - Shalini N. Jhangiani
- />The Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX 77030 USA
| | - Jennifer E. Below
- />Human Genetics Center, University of Texas Health Science Center at Houston, Houston, TX 77030 USA
| | - Ian M. Campbell
- />Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030 USA
| | - Wojciech Wiszniewski
- />Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030 USA
| | - Donna M. Muzny
- />The Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX 77030 USA
| | - Jeffrey Staples
- />Human Genetics Center, University of Texas Health Science Center at Houston, Houston, TX 77030 USA
| | - Alanna C. Morrison
- />Human Genetics Center, University of Texas Health Science Center at Houston, Houston, TX 77030 USA
| | - Matthew N. Bainbridge
- />The Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX 77030 USA
| | - Samantha Penney
- />Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030 USA
- />Texas Children’s Hospital, Houston, TX 77030 USA
| | - Amy L. McGuire
- />The Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX 77030 USA
- />Center for Medical Ethics and Health Policy, Baylor College of Medicine, Houston, TX 77030 USA
| | - Richard A. Gibbs
- />Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030 USA
- />The Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX 77030 USA
| | - James R. Lupski
- />Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030 USA
- />Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030 USA
- />Texas Children’s Hospital, Houston, TX 77030 USA
| | - Eric Boerwinkle
- />The Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX 77030 USA
- />Human Genetics Center, University of Texas Health Science Center at Houston, Houston, TX 77030 USA
| |
Collapse
|