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PMID: 24282307 Published · ppublish English Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Characterization of the human ESC transcriptome by hybrid sequencing.

Au KF, Sebastiano V, Afshar PT, Durruthy JD, Lee L, Williams BA, van Bakel H, Schadt EE, Reijo-Pera RA, Underwood JG, Wong WH

Abstract

Although transcriptional and posttranscriptional events are detected in RNA-Seq data from second-generation sequencing, full-length mRNA isoforms are not captured. On the other hand, third-generation sequencing, which yields much longer reads, has current limitations of lower raw accuracy and throughput. Here, we combine second-generation sequencing and third-generation sequencing with a custom-designed method for isoform identification and quantification to generate a high-confidence isoform dataset for human embryonic stem cells (hESCs). We report 8,084 RefSeq-annotated isoforms detected as full-length and an additional 5,459 isoforms predicted through statistical inference. Over one-third of these are novel isoforms, including 273 RNAs from gene loci that have not previously been identified. Further characterization of the novel loci indicates that a subset is expressed in pluripotent cells but not in diverse fetal and adult tissues; moreover, their reduced expression perturbs the network of pluripotency-associated genes. Results suggest that gene identification, even in well-characterized human cell lines and tissues, is likely far from complete.

Keywords
PacBio alternative splicing hESC transcriptome isoform discovery lncNRA
MeSH Terms
Alternative Splicing/genetics Embryonic Stem Cells/chemistry,metabolism Gene Expression Profiling/methods High-Throughput Nucleotide Sequencing/methods Humans Male Protein Isoforms/genetics Transcriptome/genetics
Chemicals
Protein Isoforms
Authors & Affiliations
11 authors, click to expand affiliations / ORCID
Au Kin Fai
Department of Statistics and Department of Health Research and Policy, Stanford University, Stanford, CA 94305.
Sebastiano Vittorio
Afshar Pegah Tootoonchi
Durruthy Jens Durruthy
Lee Lawrence
Williams Brian A
van Bakel Harm
Schadt Eric E
Reijo-Pera Renee A
Underwood Jason G
Wong Wing Hung
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Article Info
Journal
Proceedings of the National Academy of Sciences of the United States of America
Abbr.
Proc Natl Acad Sci U S A
ISSN
1091-6490
Published
2013-12-10
Epub
2013-00-26
Pages
E4821-30
Language
English
Region
United States
NLM ID
7505876
PMCID
PMC3864310
Subset
IM
Grants
NHLBI NIH HHS · U01 HL100397 · United States
NHGRI NIH HHS · R01HG005717 · United States
NICHD NIH HHS · U54 HD068158 · United States
NHLBI NIH HHS · U01HL100397 · United States
NHGRI NIH HHS · U54 HG006998 · United States
NHGRI NIH HHS · R01 HG005717 · United States
NHGRI NIH HHS · U54 HG004576 · United States
Databases
GEO
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