Microsatellite instability;
5-Fluorouracil;
Immune checkpoints;
TP53;
Copy number variation;
D O I:
10.1016/j.gene.2021.145534
中图分类号:
Q3 [遗传学];
学科分类号:
071007 ;
090102 ;
摘要:
Microsatellite instability (MSI) is closely related to the prognosis and therapy response of colon cancer. Colon cancer patients with MSI show resistance to 5-Fluorouracil (5-FU) but sensitivity to immunosuppressive checkpoint inhibitors (ICIs). The relevant mechanism behind the opposite response remains unclear. Multi-omics research data of colon cancer patients were acquired from The Cancer Genome Atlas (TCGA) database, GEO database, and DAFI dataset. Transcriptome data were normalized to gene expression data through the R software package ?Limma?. Somatic mutations data were analyzed and visualized through the R software package ?maftools?. CIBERSORT algorithm was used to estimate the relative proportion of 22 infiltrating immune cell types. We demonstrated MSI patients showed both overexpressed immune checkpoints (mRNA level) and activated tumor-infiltrating lymphocytes (TILs), which may explain the satisfying response of ICIs. The additionally, we also demonstrated MSI promoted the mRNA expression of thymidylate synthase (TYMS) through regulating its copy number variation. As a main target of 5-FU, overexpressed TYMS promoted the resistance of 5-FU. Furthermore, we demonstrated MSI patients showed significantly increased somatic mutations compared with microsatellite stability (MSS) patients, except APC, TP53, and KRAS mutations. The substitutions and location of somatic mutations in different genes were at variance between MSS and MSI patients. In conclusion, our research determined mechanisms of MSI associated treatment response, and may provide potential value for improving the survival of colon cancer
机构:
Stanford Canc Inst, Dept Radiat Oncol, 875 Blake Wilbur Dr MC5847, Stanford, CA 94305 USA
Stanford Univ, Sch Med, Stanford, CA 94305 USAStanford Canc Inst, Dept Radiat Oncol, 875 Blake Wilbur Dr MC5847, Stanford, CA 94305 USA
Koenig, Julie L.
Toesca, Diego A. S.
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机构:
Stanford Canc Inst, Dept Radiat Oncol, 875 Blake Wilbur Dr MC5847, Stanford, CA 94305 USAStanford Canc Inst, Dept Radiat Oncol, 875 Blake Wilbur Dr MC5847, Stanford, CA 94305 USA
Toesca, Diego A. S.
Harris, Jeremy P.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Canc Inst, Dept Radiat Oncol, 875 Blake Wilbur Dr MC5847, Stanford, CA 94305 USAStanford Canc Inst, Dept Radiat Oncol, 875 Blake Wilbur Dr MC5847, Stanford, CA 94305 USA
Harris, Jeremy P.
Tsai, Chiaojung Jillian
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Dept Radiat Oncol, 1275 York Ave, New York, NY 10021 USAStanford Canc Inst, Dept Radiat Oncol, 875 Blake Wilbur Dr MC5847, Stanford, CA 94305 USA
Tsai, Chiaojung Jillian
Haraldsdottir, Sigurdis
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Canc Inst, Dept Internal Med, Stanford, CA 94305 USAStanford Canc Inst, Dept Radiat Oncol, 875 Blake Wilbur Dr MC5847, Stanford, CA 94305 USA
Haraldsdottir, Sigurdis
Lin, Albert Y.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Sch Med, Stanford, CA 94305 USA
VA Palo Alto Hlth Care Syst, Div Oncol, Dept Internal Med, Palo Alto, CA USAStanford Canc Inst, Dept Radiat Oncol, 875 Blake Wilbur Dr MC5847, Stanford, CA 94305 USA
Lin, Albert Y.
Pollon, Erqi L.
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h-index: 0
机构:
Stanford Canc Inst, Dept Radiat Oncol, 875 Blake Wilbur Dr MC5847, Stanford, CA 94305 USAStanford Canc Inst, Dept Radiat Oncol, 875 Blake Wilbur Dr MC5847, Stanford, CA 94305 USA
Pollon, Erqi L.
Chang, Daniel T.
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h-index: 0
机构:
Stanford Canc Inst, Dept Radiat Oncol, 875 Blake Wilbur Dr MC5847, Stanford, CA 94305 USAStanford Canc Inst, Dept Radiat Oncol, 875 Blake Wilbur Dr MC5847, Stanford, CA 94305 USA
Chang, Daniel T.
AMERICAN JOURNAL OF CLINICAL ONCOLOGY-CANCER CLINICAL TRIALS,
2019,
42
(07):
: 573
-
580
机构:Univ Calif San Francisco, Ctr Comprehens Canc, San Francisco, CA 94143 USA
Trautmann, Karolin
Terdiman, Jonathan P.
论文数: 0引用数: 0
h-index: 0
机构:Univ Calif San Francisco, Ctr Comprehens Canc, San Francisco, CA 94143 USA
Terdiman, Jonathan P.
French, Amy J.
论文数: 0引用数: 0
h-index: 0
机构:Univ Calif San Francisco, Ctr Comprehens Canc, San Francisco, CA 94143 USA
French, Amy J.
Roydasgupta, Ritu
论文数: 0引用数: 0
h-index: 0
机构:Univ Calif San Francisco, Ctr Comprehens Canc, San Francisco, CA 94143 USA
Roydasgupta, Ritu
Sein, Nancy
论文数: 0引用数: 0
h-index: 0
机构:Univ Calif San Francisco, Ctr Comprehens Canc, San Francisco, CA 94143 USA
Sein, Nancy
Kakar, Sanjay
论文数: 0引用数: 0
h-index: 0
机构:Univ Calif San Francisco, Ctr Comprehens Canc, San Francisco, CA 94143 USA
Kakar, Sanjay
Fridlyand, Jane
论文数: 0引用数: 0
h-index: 0
机构:Univ Calif San Francisco, Ctr Comprehens Canc, San Francisco, CA 94143 USA
Fridlyand, Jane
Snijders, Antoine M.
论文数: 0引用数: 0
h-index: 0
机构:Univ Calif San Francisco, Ctr Comprehens Canc, San Francisco, CA 94143 USA
Snijders, Antoine M.
Albertson, Donna G.
论文数: 0引用数: 0
h-index: 0
机构:Univ Calif San Francisco, Ctr Comprehens Canc, San Francisco, CA 94143 USA
Albertson, Donna G.
Thibodeau, Stephen N.
论文数: 0引用数: 0
h-index: 0
机构:Univ Calif San Francisco, Ctr Comprehens Canc, San Francisco, CA 94143 USA
Thibodeau, Stephen N.
Waldman, Frederic M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Ctr Comprehens Canc, San Francisco, CA 94143 USAUniv Calif San Francisco, Ctr Comprehens Canc, San Francisco, CA 94143 USA
机构:
Fred Hutchinson Canc Res Ctr, Div Publ Hlth Sci, Seattle, WA 98104 USA
Univ Washington, Dept Epidemiol, Seattle, WA 98195 USAFred Hutchinson Canc Res Ctr, Div Publ Hlth Sci, Seattle, WA 98104 USA
Phipps, Amanda I.
Lindor, Noralane M.
论文数: 0引用数: 0
h-index: 0
机构:
Mayo Clin, Dept Med Genet, Rochester, MN USAFred Hutchinson Canc Res Ctr, Div Publ Hlth Sci, Seattle, WA 98104 USA
Lindor, Noralane M.
Jenkins, Mark A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Melbourne, Melbourne Sch Populat Hlth, Ctr Mol Environm Genet & Analyt Epidemiol, Parkville, Vic 3052, AustraliaFred Hutchinson Canc Res Ctr, Div Publ Hlth Sci, Seattle, WA 98104 USA
Jenkins, Mark A.
Baron, John A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ N Carolina, Dept Med, Chapel Hill, NC USAFred Hutchinson Canc Res Ctr, Div Publ Hlth Sci, Seattle, WA 98104 USA
Baron, John A.
Win, Aung Ko
论文数: 0引用数: 0
h-index: 0
机构:
Univ Melbourne, Melbourne Sch Populat Hlth, Ctr Mol Environm Genet & Analyt Epidemiol, Parkville, Vic 3052, AustraliaFred Hutchinson Canc Res Ctr, Div Publ Hlth Sci, Seattle, WA 98104 USA
Win, Aung Ko
Gallinger, Steven
论文数: 0引用数: 0
h-index: 0
机构:
Canc Care Ontario, Toronto, ON, CanadaFred Hutchinson Canc Res Ctr, Div Publ Hlth Sci, Seattle, WA 98104 USA
Gallinger, Steven
Gryfe, Robert
论文数: 0引用数: 0
h-index: 0
机构:
Canc Care Ontario, Toronto, ON, CanadaFred Hutchinson Canc Res Ctr, Div Publ Hlth Sci, Seattle, WA 98104 USA
Gryfe, Robert
Newcomb, Polly A.
论文数: 0引用数: 0
h-index: 0
机构:
Fred Hutchinson Canc Res Ctr, Div Publ Hlth Sci, Seattle, WA 98104 USA
Univ Washington, Dept Epidemiol, Seattle, WA 98195 USAFred Hutchinson Canc Res Ctr, Div Publ Hlth Sci, Seattle, WA 98104 USA
机构:
Hackensack Univ, Med Ctr, John Theurer Canc Ctr, Hackensack, NJ USAHackensack Univ, Med Ctr, John Theurer Canc Ctr, Hackensack, NJ USA
Gutierrez, Martin E.
Price, Kristin S.
论文数: 0引用数: 0
h-index: 0
机构:
Guardant Hlth, Redwood City, CA USAHackensack Univ, Med Ctr, John Theurer Canc Ctr, Hackensack, NJ USA
Price, Kristin S.
Lanman, Richard B.
论文数: 0引用数: 0
h-index: 0
机构:
Guardant Hlth, Redwood City, CA USAHackensack Univ, Med Ctr, John Theurer Canc Ctr, Hackensack, NJ USA
Lanman, Richard B.
Nagy, Rebecca J.
论文数: 0引用数: 0
h-index: 0
机构:
Guardant Hlth, Redwood City, CA USAHackensack Univ, Med Ctr, John Theurer Canc Ctr, Hackensack, NJ USA
Nagy, Rebecca J.
Shah, Irfan
论文数: 0引用数: 0
h-index: 0
机构:
Cota Healthcare, New York, NY USAHackensack Univ, Med Ctr, John Theurer Canc Ctr, Hackensack, NJ USA
Shah, Irfan
Mathura, Shivam
论文数: 0引用数: 0
h-index: 0
机构:
Cota Healthcare, New York, NY USAHackensack Univ, Med Ctr, John Theurer Canc Ctr, Hackensack, NJ USA
Mathura, Shivam
Mulcahy, Michael
论文数: 0引用数: 0
h-index: 0
机构:
Cota Healthcare, New York, NY USAHackensack Univ, Med Ctr, John Theurer Canc Ctr, Hackensack, NJ USA
Mulcahy, Michael
Norden, Andrew D.
论文数: 0引用数: 0
h-index: 0
机构:
Cota Healthcare, New York, NY USAHackensack Univ, Med Ctr, John Theurer Canc Ctr, Hackensack, NJ USA
Norden, Andrew D.
Goldberg, Stuart L.
论文数: 0引用数: 0
h-index: 0
机构:
Hackensack Univ, Med Ctr, John Theurer Canc Ctr, Hackensack, NJ USA
Cota Healthcare, New York, NY USAHackensack Univ, Med Ctr, John Theurer Canc Ctr, Hackensack, NJ USA