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Quartet RNA reference materials improve the quality of transcriptomic data through ratio-based profiling.

Authors :
Yu, Ying
Hou, Wanwan
Liu, Yaqing
Wang, Haiyan
Dong, Lianhua
Mai, Yuanbang
Chen, Qingwang
Li, Zhihui
Sun, Shanyue
Yang, Jingcheng
Cao, Zehui
Zhang, Peipei
Zi, Yi
Liu, Ruimei
Gao, Jian
Zhang, Naixin
Li, Jingjing
Ren, Luyao
Jiang, He
Shang, Jun
Source :
Nature Biotechnology; Jul2024, Vol. 42 Issue 7, p1118-1132, 15p
Publication Year :
2024

Abstract

Certified RNA reference materials are indispensable for assessing the reliability of RNA sequencing to detect intrinsically small biological differences in clinical settings, such as molecular subtyping of diseases. As part of the Quartet Project for quality control and data integration of multi-omics profiling, we established four RNA reference materials derived from immortalized B-lymphoblastoid cell lines from four members of a monozygotic twin family. Additionally, we constructed ratio-based transcriptome-wide reference datasets between two samples, providing cross-platform and cross-laboratory 'ground truth'. Investigation of the intrinsically subtle biological differences among the Quartet samples enables sensitive assessment of cross-batch integration of transcriptomic measurements at the ratio level. The Quartet RNA reference materials, combined with the ratio-based reference datasets, can serve as unique resources for assessing and improving the quality of transcriptomic data in clinical and biological settings. A new RNA reference set improves detection of differential expression in clinical settings. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10870156
Volume :
42
Issue :
7
Database :
Complementary Index
Journal :
Nature Biotechnology
Publication Type :
Academic Journal
Accession number :
178483083
Full Text :
https://doi.org/10.1038/s41587-023-01867-9