Proteogenomic characterization of human colon and rectal cancer.

Proteogenomic characterization of human colon and rectal cancer.
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DOI:
10.1038/nature13438
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发表时间:
2014-09-18
期刊:
影响因子:
64.8
通讯作者:
Liebler, Daniel C.
Liebler, Daniel C.
中科院分区:
综合性期刊1区
文献类型:
--
作者:
Zhang, Bing;Wang, Jing;Wang, Xiaojing;Zhu, Jing;Liu, Qi;Shi, Zhiao;Chambers, Matthew C.;Zimmerman, Lisa J.;Shaddox, Kent F.;Kim, Sangtae;Davies, Sherri R.;Wang, Sean;Wang, Pei;Kinsinger, Christopher R.;Rivers, Robert C.;Rodriguez, Henry;Townsend, R. Reid;Ellis, Matthew J. C.;Carr, Steven A.;Tabb, David L.;Coffey, Robert J.;Slebos, Robbert J. C.;Liebler, Daniel C.

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We analyzed proteomes of colon and rectal tumors previously characterized by the Cancer Genome Atlas (TCGA) and performed integrated proteogenomic analyses. Somatic variants displayed reduced protein abundance compared to germline variants. mRNA transcript abundance did not reliably predict protein abundance differences between tumors. Proteomics identified five proteomic subtypes in the TCGA cohort, two of which overlapped with the TCGA “MSI/CIMP” transcriptomic subtype, but had distinct mutation, methylation, and protein expression patterns associated with different clinical outcomes. Although copy number alterations showed strong cis- and trans-effects on mRNA abundance, relatively few of these extend to the protein level. Thus, proteomics data enabled prioritization of candidate driver genes. The chromosome 20q amplicon was associated with the largest global changes at both mRNA and protein levels; proteomics data highlighted potential 20q candidates including HNF4A, TOMM34 and SRC. Integrated proteogenomic analysis provides functional context to interpret genomic abnormalities and affords a new paradigm for understanding cancer biology.
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