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Quality control method for RNA-seq using single nucleotide polymorphism allele frequency.

作者信息

Endo Takaho A

机构信息

RIKEN Center for Integrative Medical Science (IMS-RIKEN), 1-7-22 Suehiro-Cho, Tsurumi-Ku, Yokohama, Kanagawa, 230-0045, Japan.

出版信息

Genes Cells. 2014 Nov;19(11):821-9. doi: 10.1111/gtc.12178. Epub 2014 Sep 21.

Abstract

RNA sequencing (RNA-seq) provides information not only about the level of expression of individual genes but also about genomic sequences of host cells. When we use transcriptome data with whole-genome single nucleotide polymorphism (SNP) variant information, the allele frequency can show the genetic composition of the cell population and/or chromosomal aberrations. Here, I show how SNPs in mRNAs can be used to evaluate RNA-seq experiments by focusing on RNA-seq data based on a recently retracted paper on stimulus-triggered acquisition of pluripotency (STAP) cells. The analysis indicated that different types of cells and chromosomal abnormalities might have been erroneously included in the dataset. This re-evaluation showed that observing allele frequencies could help in assessing the quality of samples during a study and with retrospective evaluation of experimental quality.

摘要
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2707/4231238/281dfb23bb99/gtc0019-0821-f1.jpg

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