Whole genome analysis identifies the association of TP53 genomic deletions with lower survival in Stage III colorectal cancer

被引:6
|
作者
Xia, Li C. [1 ]
Van Hummelen, Paul [1 ]
Kubit, Matthew [2 ]
Lee, HoJoon [1 ]
Bell, John M. [2 ]
Grimes, Susan M. [2 ]
Wood-Bouwens, Christina [1 ]
Greer, Stephanie U. [1 ]
Barker, Tyler [3 ]
Haslem, Derrick S. [3 ]
Ford, James M. [1 ]
Fulde, Gail [3 ]
Ji, Hanlee P. [1 ,2 ]
Nadauld, Lincoln D. [3 ]
机构
[1] Stanford Univ, Dept Med, Sch Med, Div Oncol, Stanford, CA 94305 USA
[2] Stanford Univ, Stanford Genome Technol Ctr, Palo Alto, CA 94304 USA
[3] Intermt Healthcare, Precis Genom Program, St George, UT 84790 USA
关键词
COPY-NUMBER VARIATION; CHROMOSOME; 17P; ALLELIC LOSS; REGULARIZATION PATHS; COLON; GENE; PROGNOSIS; INSTABILITY; PROGRESSION; MUTATIONS;
D O I
10.1038/s41598-020-61643-6
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
DNA copy number aberrations (CNA) are frequently observed in colorectal cancers (CRC). There is an urgent need for CNA-based biomarkers in clinics,. n For Stage III CRC, if combined with imaging or pathologic evidence, these markers promise more precise care. We conducted this Stage III specific biomarker discovery with a cohort of 134 CRCs, and with a newly developed high-efficiency CNA profiling protocol. Specifically, we developed the profiling protocol for tumor-normal matched tissue samples based on low-coverage clinical whole-genome sequencing (WGS). We demonstrated the protocol's accuracy and robustness by a systematic benchmark with microarray, high-coverage whole-exome and-genome approaches, where the low-coverage WGS-derived CNA segments were highly accordant (PCC >0.95) with those derived from microarray, and they were substantially less variable if compared to exome-derived segments. A lasso-based model and multivariate cox regression analysis identified a chromosome 17p loss, containing the TP53 tumor suppressor gene, that was significantly associated with reduced survival (P = 0.0139, HR = 1.688, 95% CI = [1.112-2.562]), which was validated by an independent cohort of 187 Stage III CRCs. In summary, this low-coverage WGS protocol has high sensitivity, high resolution and low cost and the identified 17p-loss is an effective poor prognosis marker for Stage III patients.
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页数:10
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