TY - JOUR
T1 - A Pan-Cancer Analysis of Enhancer Expression in Nearly 9000 Patient Samples
AU - The Cancer Genome Atlas Research Network
AU - Chen, Han
AU - Li, Chunyan
AU - Peng, Xinxin
AU - Zhou, Zhicheng
AU - Weinstein, John N.
AU - Caesar-Johnson, Samantha J.
AU - Demchok, John A.
AU - Felau, Ina
AU - Kasapi, Melpomeni
AU - Ferguson, Martin L.
AU - Hutter, Carolyn M.
AU - Sofia, Heidi J.
AU - Tarnuzzer, Roy
AU - Wang, Zhining
AU - Yang, Liming
AU - Zenklusen, Jean C.
AU - Zhang, Jiashan (Julia)
AU - Chudamani, Sudha
AU - Liu, Jia
AU - Lolla, Laxmi
AU - Naresh, Rashi
AU - Pihl, Todd
AU - Sun, Qiang
AU - Wan, Yunhu
AU - Wu, Ye
AU - Cho, Juok
AU - DeFreitas, Timothy
AU - Frazer, Scott
AU - Gehlenborg, Nils
AU - Getz, Gad
AU - Heiman, David I.
AU - Kim, Jaegil
AU - Lawrence, Michael S.
AU - Lin, Pei
AU - Meier, Sam
AU - Noble, Michael S.
AU - Saksena, Gordon
AU - Voet, Doug
AU - Zhang, Hailei
AU - Bernard, Brady
AU - Chambwe, Nyasha
AU - Wilkerson, Matthew D.
AU - Deyarmin, Brenda
AU - Hu, Hai
AU - Kvecher, Leonid
AU - Somiari, Stella
AU - Fantacone-Campbell, J. Leigh
AU - Hooke, Jeffrey A.
AU - Kovatich, Albert J.
AU - Shriver, Craig D.
N1 - Publisher Copyright:
© 2018 The Authors
PY - 2018/4/5
Y1 - 2018/4/5
N2 - The role of enhancers, a key class of non-coding regulatory DNA elements, in cancer development has increasingly been appreciated. Here, we present the detection and characterization of a large number of expressed enhancers in a genome-wide analysis of 8928 tumor samples across 33 cancer types using TCGA RNA-seq data. Compared with matched normal tissues, global enhancer activation was observed in most cancers. Across cancer types, global enhancer activity was positively associated with aneuploidy, but not mutation load, suggesting a hypothesis centered on “chromatin-state” to explain their interplay. Integrating eQTL, mRNA co-expression, and Hi-C data analysis, we developed a computational method to infer causal enhancer-gene interactions, revealing enhancers of clinically actionable genes. Having identified an enhancer ∼140 kb downstream of PD-L1, a major immunotherapy target, we validated it experimentally. This study provides a systematic view of enhancer activity in diverse tumor contexts and suggests the clinical implications of enhancers. Causal enhancer-target-gene relationships are inferred from a systematic analysis of 33 cancer types.
AB - The role of enhancers, a key class of non-coding regulatory DNA elements, in cancer development has increasingly been appreciated. Here, we present the detection and characterization of a large number of expressed enhancers in a genome-wide analysis of 8928 tumor samples across 33 cancer types using TCGA RNA-seq data. Compared with matched normal tissues, global enhancer activation was observed in most cancers. Across cancer types, global enhancer activity was positively associated with aneuploidy, but not mutation load, suggesting a hypothesis centered on “chromatin-state” to explain their interplay. Integrating eQTL, mRNA co-expression, and Hi-C data analysis, we developed a computational method to infer causal enhancer-gene interactions, revealing enhancers of clinically actionable genes. Having identified an enhancer ∼140 kb downstream of PD-L1, a major immunotherapy target, we validated it experimentally. This study provides a systematic view of enhancer activity in diverse tumor contexts and suggests the clinical implications of enhancers. Causal enhancer-target-gene relationships are inferred from a systematic analysis of 33 cancer types.
KW - PD-L1 expression
KW - The Cancer Genome Atlas
KW - aneuploidy
KW - chromatin state
KW - enhancer expression
KW - mutation burden
KW - pan-cancer analysis
KW - prognostic markers
UR - http://www.scopus.com/inward/record.url?scp=85044921094&partnerID=8YFLogxK
U2 - 10.1016/j.cell.2018.03.027
DO - 10.1016/j.cell.2018.03.027
M3 - Article
C2 - 29625054
AN - SCOPUS:85044921094
SN - 0092-8674
VL - 173
SP - 386-399.e12
JO - Cell
JF - Cell
IS - 2
ER -