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Analysis of transcript-deleterious variants in Mendelian disorders: implications for RNA-based diagnostics

BACKGROUND: At least 50% of patients with suspected Mendelian disorders remain undiagnosed after whole-exome sequencing (WES), and the extent to which non-coding variants that are not captured by WES contribute to this fraction is unclear. Whole transcriptome sequencing is a promising supplement to...

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Autores principales: Maddirevula, Sateesh, Kuwahara, Hiroyuki, Ewida, Nour, Shamseldin, Hanan E., Patel, Nisha, Alzahrani, Fatema, AlSheddi, Tarfa, AlObeid, Eman, Alenazi, Mona, Alsaif, Hessa S., Alqahtani, Maha, AlAli, Maha, Al Ali, Hatoon, Helaby, Rana, Ibrahim, Niema, Abdulwahab, Firdous, Hashem, Mais, Hanna, Nadine, Monies, Dorota, Derar, Nada, Alsagheir, Afaf, Alhashem, Amal, Alsaleem, Badr, Alhebbi, Hamoud, Wali, Sami, Umarov, Ramzan, Gao, Xin, Alkuraya, Fowzan S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7298854/
https://www.ncbi.nlm.nih.gov/pubmed/32552793
http://dx.doi.org/10.1186/s13059-020-02053-9
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author Maddirevula, Sateesh
Kuwahara, Hiroyuki
Ewida, Nour
Shamseldin, Hanan E.
Patel, Nisha
Alzahrani, Fatema
AlSheddi, Tarfa
AlObeid, Eman
Alenazi, Mona
Alsaif, Hessa S.
Alqahtani, Maha
AlAli, Maha
Al Ali, Hatoon
Helaby, Rana
Ibrahim, Niema
Abdulwahab, Firdous
Hashem, Mais
Hanna, Nadine
Monies, Dorota
Derar, Nada
Alsagheir, Afaf
Alhashem, Amal
Alsaleem, Badr
Alhebbi, Hamoud
Wali, Sami
Umarov, Ramzan
Gao, Xin
Alkuraya, Fowzan S.
author_facet Maddirevula, Sateesh
Kuwahara, Hiroyuki
Ewida, Nour
Shamseldin, Hanan E.
Patel, Nisha
Alzahrani, Fatema
AlSheddi, Tarfa
AlObeid, Eman
Alenazi, Mona
Alsaif, Hessa S.
Alqahtani, Maha
AlAli, Maha
Al Ali, Hatoon
Helaby, Rana
Ibrahim, Niema
Abdulwahab, Firdous
Hashem, Mais
Hanna, Nadine
Monies, Dorota
Derar, Nada
Alsagheir, Afaf
Alhashem, Amal
Alsaleem, Badr
Alhebbi, Hamoud
Wali, Sami
Umarov, Ramzan
Gao, Xin
Alkuraya, Fowzan S.
author_sort Maddirevula, Sateesh
collection PubMed
description BACKGROUND: At least 50% of patients with suspected Mendelian disorders remain undiagnosed after whole-exome sequencing (WES), and the extent to which non-coding variants that are not captured by WES contribute to this fraction is unclear. Whole transcriptome sequencing is a promising supplement to WES, although empirical data on the contribution of RNA analysis to the diagnosis of Mendelian diseases on a large scale are scarce. RESULTS: Here, we describe our experience with transcript-deleterious variants (TDVs) based on a cohort of 5647 families with suspected Mendelian diseases. We first interrogate all families for which the respective Mendelian phenotype could be mapped to a single locus to obtain an unbiased estimate of the contribution of TDVs at 18.9%. We examine the entire cohort and find that TDVs account for 15% of all “solved” cases. We compare the results of RT-PCR to in silico prediction. Definitive results from RT-PCR are obtained from blood-derived RNA for the overwhelming majority of variants (84.1%), and only a small minority (2.6%) fail analysis on all available RNA sources (blood-, skin fibroblast-, and urine renal epithelial cells-derived), which has important implications for the clinical application of RNA-seq. We also show that RNA analysis can establish the diagnosis in 13.5% of 155 patients who had received “negative” clinical WES reports. Finally, our data suggest a role for TDVs in modulating penetrance even in otherwise highly penetrant Mendelian disorders. CONCLUSIONS: Our results provide much needed empirical data for the impending implementation of diagnostic RNA-seq in conjunction with genome sequencing.
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spelling pubmed-72988542020-06-17 Analysis of transcript-deleterious variants in Mendelian disorders: implications for RNA-based diagnostics Maddirevula, Sateesh Kuwahara, Hiroyuki Ewida, Nour Shamseldin, Hanan E. Patel, Nisha Alzahrani, Fatema AlSheddi, Tarfa AlObeid, Eman Alenazi, Mona Alsaif, Hessa S. Alqahtani, Maha AlAli, Maha Al Ali, Hatoon Helaby, Rana Ibrahim, Niema Abdulwahab, Firdous Hashem, Mais Hanna, Nadine Monies, Dorota Derar, Nada Alsagheir, Afaf Alhashem, Amal Alsaleem, Badr Alhebbi, Hamoud Wali, Sami Umarov, Ramzan Gao, Xin Alkuraya, Fowzan S. Genome Biol Research BACKGROUND: At least 50% of patients with suspected Mendelian disorders remain undiagnosed after whole-exome sequencing (WES), and the extent to which non-coding variants that are not captured by WES contribute to this fraction is unclear. Whole transcriptome sequencing is a promising supplement to WES, although empirical data on the contribution of RNA analysis to the diagnosis of Mendelian diseases on a large scale are scarce. RESULTS: Here, we describe our experience with transcript-deleterious variants (TDVs) based on a cohort of 5647 families with suspected Mendelian diseases. We first interrogate all families for which the respective Mendelian phenotype could be mapped to a single locus to obtain an unbiased estimate of the contribution of TDVs at 18.9%. We examine the entire cohort and find that TDVs account for 15% of all “solved” cases. We compare the results of RT-PCR to in silico prediction. Definitive results from RT-PCR are obtained from blood-derived RNA for the overwhelming majority of variants (84.1%), and only a small minority (2.6%) fail analysis on all available RNA sources (blood-, skin fibroblast-, and urine renal epithelial cells-derived), which has important implications for the clinical application of RNA-seq. We also show that RNA analysis can establish the diagnosis in 13.5% of 155 patients who had received “negative” clinical WES reports. Finally, our data suggest a role for TDVs in modulating penetrance even in otherwise highly penetrant Mendelian disorders. CONCLUSIONS: Our results provide much needed empirical data for the impending implementation of diagnostic RNA-seq in conjunction with genome sequencing. BioMed Central 2020-06-17 /pmc/articles/PMC7298854/ /pubmed/32552793 http://dx.doi.org/10.1186/s13059-020-02053-9 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Maddirevula, Sateesh
Kuwahara, Hiroyuki
Ewida, Nour
Shamseldin, Hanan E.
Patel, Nisha
Alzahrani, Fatema
AlSheddi, Tarfa
AlObeid, Eman
Alenazi, Mona
Alsaif, Hessa S.
Alqahtani, Maha
AlAli, Maha
Al Ali, Hatoon
Helaby, Rana
Ibrahim, Niema
Abdulwahab, Firdous
Hashem, Mais
Hanna, Nadine
Monies, Dorota
Derar, Nada
Alsagheir, Afaf
Alhashem, Amal
Alsaleem, Badr
Alhebbi, Hamoud
Wali, Sami
Umarov, Ramzan
Gao, Xin
Alkuraya, Fowzan S.
Analysis of transcript-deleterious variants in Mendelian disorders: implications for RNA-based diagnostics
title Analysis of transcript-deleterious variants in Mendelian disorders: implications for RNA-based diagnostics
title_full Analysis of transcript-deleterious variants in Mendelian disorders: implications for RNA-based diagnostics
title_fullStr Analysis of transcript-deleterious variants in Mendelian disorders: implications for RNA-based diagnostics
title_full_unstemmed Analysis of transcript-deleterious variants in Mendelian disorders: implications for RNA-based diagnostics
title_short Analysis of transcript-deleterious variants in Mendelian disorders: implications for RNA-based diagnostics
title_sort analysis of transcript-deleterious variants in mendelian disorders: implications for rna-based diagnostics
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7298854/
https://www.ncbi.nlm.nih.gov/pubmed/32552793
http://dx.doi.org/10.1186/s13059-020-02053-9
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