Human transcriptome array for high-throughput clinical studies

  • Weihong Xu
  • , Junhee Seok
  • , Michael N. Mindrinos
  • , Anthony C. Schweitzer
  • , Hui Jiang
  • , Julie Wilhelmy
  • , Tyson A. Clark
  • , Karen Kapur
  • , Yi Xing
  • , Malek Faham
  • , John D. Storey
  • , Lyle L. Moldawer
  • , Ronald V. Maier
  • , Ronald G. Tompkins
  • , Wing Hung Wong
  • , Ronald W. Davis
  • , Wenzhong Xiao

Research output: Contribution to journalArticlepeer-review

111 Citations (Scopus)

Abstract

A 6.9 million-feature oligonucleotide array of the human transcriptome [Glue Grant human transcriptome (GG-H array)] has been developed for high-throughput and cost-effective analyses in clinical studies. This array allows comprehensive examination of gene expression and genome-wide identification of alternative splicing as well as detection of coding SNPs and noncoding transcripts. The performance of the array was examined and compared with mRNA sequencing (RNA-Seq) results over multiple independent replicates of liver and muscle samples. Compared with RNA-Seq of 46 million uniquely mappable reads per replicate, the GG-H array is highly reproducible in estimating gene and exon abundance. Although both platforms detect similar expression changes at the gene level, the GG-H array is more sensitive at the exon level. Deeper sequencing is required to adequately cover low-abundance transcripts. The array has been implemented in a multicenter clinical program and has generated high-quality, reproducible data. Considering the clinical trial requirements of cost, sample availability, and throughput, the GG-H array has a wide range of applications. An emerging approach for large-scale clinical genomic studies is to first use RNA-Seq to the sufficient depth for the discovery of transcriptome elements relevant to the disease process followed by high-throughput and reliable screening of these elements on thousands of patient samples using custom-designed arrays.

Original languageEnglish
Pages (from-to)3707-3712
Number of pages6
JournalProceedings of the National Academy of Sciences of the United States of America
Volume108
Issue number9
DOIs
Publication statusPublished - 2011 Mar 1
Externally publishedYes

Keywords

  • Blood leukocyte
  • Exon junction
  • Gene isoform
  • Next-generation sequencing

ASJC Scopus subject areas

  • General

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