We have previously shown that commonly expressed miRNAs influenced tumor molecular phenotype in colorectal cancer. We hypothesize that infrequently expressed miRNAs, when showing higher levels of expression, help to define tumor molecular phenotype. In this study, we examine 304 miRNAs expressed in at least 30 individuals, but in <50% of the population and with a mean level of expression above 1.0 relative florescent unit. We examine associations in 1893 individuals who have the tumor molecular phenotype data as well as miRNA expression levels for both carcinoma and normal colorectal tissue. We compare miRNAs uniquely associated with tumor molecular phenotype to the RNAseq data to identify genes associated with these miRNAs. This information is used to further identify unique pathways associated with tumor molecular phenotypes of TP53-mutated, KRAS-mutated, CpG island methylator phenotype and microsatellite instability tumors. Thirty-seven miRNAs were uniquely associated with TP53-mutated tumors; 30 of these miRNAs had higher level of expression in TP53-mutated tumors, while seven had lower levels of expression. Of the 34 miRNAs associated with CpG island methylator phenotype-high tumors, 16 were more likely to have a CpG island methylator phenotype-high tumor and 19 were less likely to be CpG island methylator phenotype-high. For microsatellite instability, 13 of the 22 infrequently expressed miRNAs were significantly less likely to be expressed in microsatellite unstable tumors. KRAS-mutated tumors were not associated with any miRNAs after adjustment for multiple comparisons. Of the dysregulated miRNAs, 17 were more likely to be TP53-mutated tumors while simultaneously being less likely to be CpG island methylator phenotype-high and/or microsatellite instability tumors. Genes regulated by these miRNAs were involved in numerous functions and pathways that influence cancer risk and progression. In summary, some infrequently expressed miRNAs, when expressed at higher levels, appear to have significant biological meaning in terms of tumor molecular phenotype and gene expression profiles.
机构:
Aichi Canc Ctr Res Inst, Div Mol Therapeut, Nagoya, Aichi, Japan
Nagoya Univ, Grad Sch, Div Adv Canc Therapeut, Nagoya, Aichi, JapanAichi Canc Ctr Res Inst, Div Mol Therapeut, Nagoya, Aichi, Japan
机构:
Univ Med Ctr Hamburg Eppendorf, Martini Clin, Prostate Canc Ctr, D-20246 Hamburg, Germany
Univ Med Ctr Hamburg Eppendorf, Dept Urol, D-20246 Hamburg, GermanyUniv Med Ctr Hamburg Eppendorf, Martini Clin, Prostate Canc Ctr, D-20246 Hamburg, Germany
Schlomm, Thorsten
Hellwinkel, Olaf J. C.
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Univ Med Ctr Hamburg Eppendorf, Martini Clin, Prostate Canc Ctr, D-20246 Hamburg, GermanyUniv Med Ctr Hamburg Eppendorf, Martini Clin, Prostate Canc Ctr, D-20246 Hamburg, Germany
Hellwinkel, Olaf J. C.
Buness, Andreas
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German Canc Res Ctr, Div Mol Genome Anal, Heidelberg, GermanyUniv Med Ctr Hamburg Eppendorf, Martini Clin, Prostate Canc Ctr, D-20246 Hamburg, Germany
Buness, Andreas
Ruschhaupt, Markus
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German Canc Res Ctr, Div Mol Genome Anal, Heidelberg, Germany
LMU, Sch Med, Dept Med Informat Biometr & Epidemiol, Munich, GermanyUniv Med Ctr Hamburg Eppendorf, Martini Clin, Prostate Canc Ctr, D-20246 Hamburg, Germany
Ruschhaupt, Markus
Luebke, Andreas M.
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Univ Med Ctr Hamburg Eppendorf, Inst Pathol, D-20246 Hamburg, GermanyUniv Med Ctr Hamburg Eppendorf, Martini Clin, Prostate Canc Ctr, D-20246 Hamburg, Germany
Luebke, Andreas M.
Chun, Felix K.
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Univ Med Ctr Hamburg Eppendorf, Dept Urol, D-20246 Hamburg, GermanyUniv Med Ctr Hamburg Eppendorf, Martini Clin, Prostate Canc Ctr, D-20246 Hamburg, Germany
Chun, Felix K.
Simon, Ronald
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Univ Med Ctr Hamburg Eppendorf, Inst Pathol, D-20246 Hamburg, GermanyUniv Med Ctr Hamburg Eppendorf, Martini Clin, Prostate Canc Ctr, D-20246 Hamburg, Germany
Simon, Ronald
Budaeus, Lars
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Univ Med Ctr Hamburg Eppendorf, Martini Clin, Prostate Canc Ctr, D-20246 Hamburg, GermanyUniv Med Ctr Hamburg Eppendorf, Martini Clin, Prostate Canc Ctr, D-20246 Hamburg, Germany
Budaeus, Lars
Erbersdobler, Andreas
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Univ Med Ctr Hamburg Eppendorf, Inst Pathol, D-20246 Hamburg, GermanyUniv Med Ctr Hamburg Eppendorf, Martini Clin, Prostate Canc Ctr, D-20246 Hamburg, Germany
Erbersdobler, Andreas
Graefen, Markus
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Univ Med Ctr Hamburg Eppendorf, Martini Clin, Prostate Canc Ctr, D-20246 Hamburg, GermanyUniv Med Ctr Hamburg Eppendorf, Martini Clin, Prostate Canc Ctr, D-20246 Hamburg, Germany
Graefen, Markus
Huland, Hartwig
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Univ Med Ctr Hamburg Eppendorf, Martini Clin, Prostate Canc Ctr, D-20246 Hamburg, Germany
Univ Med Ctr Hamburg Eppendorf, Dept Urol, D-20246 Hamburg, GermanyUniv Med Ctr Hamburg Eppendorf, Martini Clin, Prostate Canc Ctr, D-20246 Hamburg, Germany
Huland, Hartwig
Poustka, Annemarie
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German Canc Res Ctr, Div Mol Genome Anal, Heidelberg, GermanyUniv Med Ctr Hamburg Eppendorf, Martini Clin, Prostate Canc Ctr, D-20246 Hamburg, Germany
Poustka, Annemarie
Sueltmann, Holger
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German Canc Res Ctr, Div Mol Genome Anal, Heidelberg, GermanyUniv Med Ctr Hamburg Eppendorf, Martini Clin, Prostate Canc Ctr, D-20246 Hamburg, Germany
机构:
Fourth Mil Med Univ, Natl Clin Res Ctr Digest Dis, State Key Lab Canc Biol, Xian 710032, Peoples R China
Fourth Mil Med Univ, Xijing Hosp Digest Dis, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Natl Clin Res Ctr Digest Dis, State Key Lab Canc Biol, Xian 710032, Peoples R China
Duan, Lili
Yang, Wanli
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Fourth Mil Med Univ, Natl Clin Res Ctr Digest Dis, State Key Lab Canc Biol, Xian 710032, Peoples R China
Fourth Mil Med Univ, Xijing Hosp Digest Dis, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Natl Clin Res Ctr Digest Dis, State Key Lab Canc Biol, Xian 710032, Peoples R China
Yang, Wanli
Feng, Weibo
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Fourth Mil Med Univ, Natl Clin Res Ctr Digest Dis, State Key Lab Canc Biol, Xian 710032, Peoples R China
Fourth Mil Med Univ, Xijing Hosp Digest Dis, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Natl Clin Res Ctr Digest Dis, State Key Lab Canc Biol, Xian 710032, Peoples R China
Feng, Weibo
Cao, Lu
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Fourth Mil Med Univ, Dept Biomed Engn, Xian, Peoples R ChinaFourth Mil Med Univ, Natl Clin Res Ctr Digest Dis, State Key Lab Canc Biol, Xian 710032, Peoples R China
Cao, Lu
Wang, Xiaoqian
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Fourth Mil Med Univ, Natl Clin Res Ctr Digest Dis, State Key Lab Canc Biol, Xian 710032, Peoples R China
Fourth Mil Med Univ, Xijing Hosp Digest Dis, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Natl Clin Res Ctr Digest Dis, State Key Lab Canc Biol, Xian 710032, Peoples R China
Wang, Xiaoqian
Niu, Liaoran
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Fourth Mil Med Univ, Natl Clin Res Ctr Digest Dis, State Key Lab Canc Biol, Xian 710032, Peoples R China
Fourth Mil Med Univ, Xijing Hosp Digest Dis, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Natl Clin Res Ctr Digest Dis, State Key Lab Canc Biol, Xian 710032, Peoples R China
Niu, Liaoran
Li, Yiding
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Fourth Mil Med Univ, Natl Clin Res Ctr Digest Dis, State Key Lab Canc Biol, Xian 710032, Peoples R China
Fourth Mil Med Univ, Xijing Hosp Digest Dis, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Natl Clin Res Ctr Digest Dis, State Key Lab Canc Biol, Xian 710032, Peoples R China
Li, Yiding
Zhou, Wei
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Fourth Mil Med Univ, Natl Clin Res Ctr Digest Dis, State Key Lab Canc Biol, Xian 710032, Peoples R China
Fourth Mil Med Univ, Xijing Hosp Digest Dis, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Natl Clin Res Ctr Digest Dis, State Key Lab Canc Biol, Xian 710032, Peoples R China
Zhou, Wei
Zhang, Yujie
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Fourth Mil Med Univ, Natl Clin Res Ctr Digest Dis, State Key Lab Canc Biol, Xian 710032, Peoples R China
Fourth Mil Med Univ, Xijing Hosp Digest Dis, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Natl Clin Res Ctr Digest Dis, State Key Lab Canc Biol, Xian 710032, Peoples R China
Zhang, Yujie
Liu, Jinqiang
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机构:
Fourth Mil Med Univ, Natl Clin Res Ctr Digest Dis, State Key Lab Canc Biol, Xian 710032, Peoples R China
Fourth Mil Med Univ, Xijing Hosp Digest Dis, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Natl Clin Res Ctr Digest Dis, State Key Lab Canc Biol, Xian 710032, Peoples R China
Liu, Jinqiang
Zhang, Hongwei
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Fourth Mil Med Univ, Natl Clin Res Ctr Digest Dis, State Key Lab Canc Biol, Xian 710032, Peoples R China
Fourth Mil Med Univ, Xijing Hosp Digest Dis, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Natl Clin Res Ctr Digest Dis, State Key Lab Canc Biol, Xian 710032, Peoples R China
Zhang, Hongwei
Zhao, Qingchuan
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Fourth Mil Med Univ, Natl Clin Res Ctr Digest Dis, State Key Lab Canc Biol, Xian 710032, Peoples R China
Fourth Mil Med Univ, Xijing Hosp Digest Dis, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Natl Clin Res Ctr Digest Dis, State Key Lab Canc Biol, Xian 710032, Peoples R China
Zhao, Qingchuan
Hong, Liu
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Fourth Mil Med Univ, Natl Clin Res Ctr Digest Dis, State Key Lab Canc Biol, Xian 710032, Peoples R China
Fourth Mil Med Univ, Xijing Hosp Digest Dis, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Natl Clin Res Ctr Digest Dis, State Key Lab Canc Biol, Xian 710032, Peoples R China
Hong, Liu
Fan, Daiming
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Fourth Mil Med Univ, Natl Clin Res Ctr Digest Dis, State Key Lab Canc Biol, Xian 710032, Peoples R China
Fourth Mil Med Univ, Xijing Hosp Digest Dis, Xian 710032, Peoples R ChinaFourth Mil Med Univ, Natl Clin Res Ctr Digest Dis, State Key Lab Canc Biol, Xian 710032, Peoples R China