Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
SUBMITTER: Shai Shen-Orr
PROVIDER: E-GEOD-20300 | biostudies-arrayexpress |
REPOSITORIES: biostudies-arrayexpress
Shen-Orr Shai S SS Tibshirani Robert R Khatri Purvesh P Bodian Dale L DL Staedtler Frank F Perry Nicholas M NM Hastie Trevor T Sarwal Minnie M MM Davis Mark M MM Butte Atul J AJ
Nature methods 20100307 4
We describe cell type-specific significance analysis of microarrays (csSAM) for analyzing differential gene expression for each cell type in a biological sample from microarray data and relative cell-type frequencies. First, we validated csSAM with predesigned mixtures and then applied it to whole-blood gene expression datasets from stable post-transplant kidney transplant recipients and those experiencing acute transplant rejection, which revealed hundreds of differentially expressed genes that ...[more]