Dataset Information

Human transcriptome array for high-throughput clinical studies.

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.

SUBMITTER: Xu W

PROVIDER: S-EPMC3048146 | biostudies-literature | 2011 Mar

REPOSITORIES: biostudies-literature

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Human transcriptome array for high-throughput clinical studies.

Xu Weihong W Seok Junhee J Mindrinos Michael N MN Schweitzer Anthony C AC Jiang Hui H Wilhelmy Julie J Clark Tyson A TA Kapur Karen K Xing Yi Y Faham Malek M Storey John D JD Moldawer Lyle L LL Maier Ronald V RV Tompkins Ronald G RG Wong Wing Hung WH Davis Ronald W RW Xiao Wenzhong W

Proceedings of the National Academy of Sciences of the United States of America 20110211 9

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 indepe ...[more]

PMID: 21317363

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Project description:BackgroundOral polymicrobial interactions and biofilm formation are associated with initiation and progression of caries, gingivitis, and periodontitis. Transcriptome studies of such interactions, allowing a first mechanistic insight, are hampered by current single-species array designs.Methodology/principal findingsIn this study we used 385 K NimbleGene™ technology for design and evaluation of an array covering the full genomes of 5 important physiological-, cariogenic-, and periodontitis-associated microorganisms (Streptococcus sanguinis, Streptococcus mutans, Fusobacterium nucleatum, Aggregatibacter actinomycetemcomitans, and Porphyromonas gingivalis). Array hybridization was done with cDNA from cultures grown for 24 h anaerobically. Single species experiments identified cross-species hybridizing array probes. These probes could be neglected in a mixed-species experimental setting without the need to exclude the whole genes from the analysis. Between 69% and almost 99% of the genomes were actively transcribed under the mono-species planktonic, monolayer, and biofilm conditions. The influence of Streptococcus mitis (not represented on the array) on S. mutans gene transcription was determined as a test for a dual-species mixed biofilm setup. Phenotypically, under the influence of S. mitis an increase in S. mutans biofilm mass and a decrease in media pH-value were noticed, thereby confirming previously published data. Employing a stringent cut-off (2-fold, p<0.05), 19 S. mutans transcripts were identified with increased abundance, and 11 with decreased abundance compared to a S. mutans mono-species biofilm. Several of these genes have previously been found differentially regulated under general and acid stress, thereby confirming the value of this array.Conclusions/significanceThis new array allows transcriptome studies on multi-species oral biofilm interactions. It may become an important asset in future oral biofilm and inhibitor/therapy studies.

Dataset Information

Human transcriptome array for high-throughput clinical studies.

Publications

Human transcriptome array for high-throughput clinical studies.

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