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PMID: 32225167 Published · ppublish English Journal Article Research Support, N.I.H., Extramural

Mapping RNA splicing variations in clinically accessible and nonaccessible tissues to facilitate Mendelian disease diagnosis using RNA-seq.

Aicher JK, Jewell P, Vaquero-Garcia J, Barash Y, Bhoj EJ

Abstract

RNA-seq is a promising approach to improve diagnoses by detecting pathogenic aberrations in RNA splicing that are missed by DNA sequencing. RNA-seq is typically performed on clinically accessible tissues (CATs) from blood and skin. RNA tissue specificity makes it difficult to identify aberrations in relevant but nonaccessible tissues (non-CATs). We determined how RNA-seq from CATs represent splicing in and across genes and non-CATs. We quantified RNA splicing in 801 RNA-seq samples from 56 different adult and fetal tissues from Genotype-Tissue Expression Project (GTEx) and ArrayExpress. We identified genes and splicing events in each non-CAT and determined when RNA-seq in each CAT would inadequately represent them. We developed an online resource, MAJIQ-CAT, for exploring our analysis for specific genes and tissues. In non-CATs, 40.2% of genes have splicing that is inadequately represented by at least one CAT; 6.3% of genes have splicing inadequately represented by all CATs. A majority (52.1%) of inadequately represented genes are lowly expressed in CATs (transcripts per million (TPM) < 1), but 5.8% are inadequately represented despite being well expressed (TPM > 10). Many splicing events in non-CATs are inadequately evaluated using RNA-seq from CATs. MAJIQ-CAT allows users to explore which accessible tissues, if any, best represent splicing in genes and tissues of interest.

Keywords
RNA-seq alternative splicing clinical genetics diagnostic markers medical genetics
MeSH 主题词
Alternative Splicing/genetics Gene Expression Profiling RNA Splicing/genetics RNA-Seq Sequence Analysis, RNA Whole Exome Sequencing
作者与单位
共 5 位作者,点击展开单位 / ORCID
Aicher Joseph K
Department of Genetics, University of Pennsylvania, Philadelphia, PA, USA. | Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Jewell Paul
Department of Genetics, University of Pennsylvania, Philadelphia, PA, USA. | Department of Computer and Information Science, University of Pennsylvania, Philadelphia, PA, USA.
Vaquero-Garcia Jorge
Department of Genetics, University of Pennsylvania, Philadelphia, PA, USA. | Department of Computer and Information Science, University of Pennsylvania, Philadelphia, PA, USA.
Barash Yoseph
Department of Genetics, University of Pennsylvania, Philadelphia, PA, USA. [email protected]. | Department of Computer and Information Science, University of Pennsylvania, Philadelphia, PA, USA. [email protected].
Bhoj Elizabeth J ORCID
Department of Genetics, University of Pennsylvania, Philadelphia, PA, USA. [email protected]. | Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, USA. [email protected]. | Division of Human Genetics, Children's Hospital of Philadelphia, Philadelphia, PA, USA. [email protected].
Article Info
Journal
Genetics in medicine : official journal of the American College of Medical Genetics
Abbr.
Genet Med
ISSN
1530-0366
Published
2020-00-00
电子出版
2020-00-30
页码
1181-1190
Language
English
Country/Region
United States
NLM ID
9815831
基金资助
NICHD NIH HHS · F30 HD098803 · United States
NIGMS NIH HHS · R01 GM128096 · United States
NIGMS NIH HHS · R01GM128096 · United States
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