PLAU inferred from a correlation network is critical for suppressor function of regulatory T cells
MOLECULAR SYSTEMS BIOLOGY
Authors: He, Feng; Chen, Hairong; Probst-Kepper, Michael; Geffers, Robert; Eifes, Serge; del Sol, Antonio; Schughart, Klaus; Zeng, An-Ping; Balling, Rudi
Abstract
Human FOXP3(+)CD25(+)CD4(+) regulatory Tcells (Tregs) are essential to the maintenance of immune homeostasis. Several genes are known to be important for murine Tregs, but for human Tregs the genes and underlying molecular networks controlling the suppressor function still largely remain unclear. Here, we describe a strategy to identify the key genes directly from an undirected correlation network which we reconstruct from a very high time-resolution (HTR) transcriptome during the activation of human Tregs/CD4(+) T-effector cells. We show that a predicted top-ranked new key gene PLAU (the plasminogen activator urokinase) is important for the suppressor function of both human and murine Tregs. Further analysis unveils that PLAU is particularly important for memory Tregs and that PLAU mediates Treg suppressor function via STAT5 and ERK signaling pathways. Our study demonstrates the potential for identifying novel key genes for complex dynamic biological processes using a network strategy based on HTR data, and reveals a critical role for PLAU in Treg suppressor function. Molecular Systems Biology 8:624; published online 20 November 2012; doi:10.1038/msb.2012.56
Molecular characterization of colorectal adenomas with and without malignancy reveals distinguishing genome, transcriptome and methylome alterations
SCIENTIFIC REPORTS
Authors: Druliner, Brooke R.; Wang, Panwen; Bae, Taejeong; Baheti, Saurabh; Slettedahl, Seth; Mahoney, Douglas; Vasmatzis, Nikolaos; Xu, Hang; Kim, Minsoo; Bockol, Matthew; O'Brien, Daniel; Grill, Diane; Warner, Nathaniel; Munoz-Gomez, Miguel; Kossick, Kimberlee; Johnson, Ruth; Mouchli, Mohamad; Felmlee-Devine, Donna; Washechek-Aletto, Jill; Smyrk, Thomas; Oberg, Ann; Wang, Junwen; Chia, Nicholas; Abyzov, Alexej; Ablquist, David; Boardman, Lisa A.
Abstract
The majority of colorectal cancer (CRC) arises from precursor lesions known as polyps. The molecular determinants that distinguish benign from malignant polyps remain unclear. To molecularly characterize polyps, we utilized Cancer Adjacent Polyp (CAP) and Cancer Free Polyp (CFP) patients. CAPs had tissues from the residual polyp of origin and contiguous cancer; CFPs had polyp tissues matched to CAPs based on polyp size, histology and dysplasia. To determine whether molecular features distinguish CAPs and CFPs, we conducted Whole Genome Sequencing, RNA-seq, and RRBS on over 90 tissues from 31 patients. CAPs had significantly more mutations, altered expression and hypermethylation compared to CFPs. APC was significantly mutated in both polyp groups, but mutations in TP53, FBXW7, PIK3CA, KIAA1804 and SMAD2 were exclusive to CAPs. We found significant expression changes between CAPs and CFPs in GREM1, IGF2, CTGF, and PLAU, and both expression and methylation alterations in FES and HES1. Integrative analyses revealed 124 genes with alterations in at least two platforms, and ERBB3 and E2F8 showed aberrations specific to CAPs across all platforms. These findings provide a resource of molecular distinctions between polyps with and without cancer, which have the potential to enhance the diagnosis, risk assessment and management of polyps.