Person: Cao, Yin
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Publication Light to moderate intake of alcohol, drinking patterns, and risk of cancer: results from two prospective US cohort studies
(BMJ Publishing Group Ltd., 2015) Cao, Yin; Willett, Walter; Rimm, Eric; Stampfer, Meir; Giovannucci, EdwardObjectives: To quantify risk of overall cancer across all levels of alcohol consumption among women and men separately, with a focus on light to moderate drinking and never smokers; and assess the influence of drinking patterns on overall cancer risk. Design: Two prospective cohort studies. Setting: Health professionals in the United States. Participants: 88 084 women and 47 881 men participating in the Nurses’ Health Study (from 1980) and Health Professionals Follow-up Study (from 1986), followed until 2010. Main outcomes and measures Relative risks of cancer. Results: 19 269 and 7571 (excluding non-advanced prostate cancers) incident cancers were documented among women and men, respectively, over 3 144 853 person years. Compared with non-drinkers, light to moderate drinkers had relative risks of total cancer of 1.02 (95% confidence interval 0.98 to 1.06) and 1.04 (1.00 to 1.09; Ptrend=0.12) for alcohol intake of 0.1-4.9 and 5-14.9 g/day among women, respectively. Corresponding values for men were 1.03 (0.96 to 1.11), 1.05 (0.97 to 1.12), and 1.06 (0.98 to 1.15; Ptrend=0.31) for alcohol intake of 0.1-4.9, 5-14.9, and 15-29.9 g/day, respectively. Associations for light to moderate drinking and total cancer were similar among ever or never smokers, although alcohol consumption above moderate levels (in particular ≥30 g/day) was more strongly associated with risk of total cancer among ever smokers than never smokers. For a priori defined alcohol related cancers in men, risk was not appreciably increased for light and moderate drinkers who never smoked (Ptrend=0.18). However, for women, even an alcohol consumption of 5-14.9 g/day was associated with increased risk of alcohol related cancer (relative risk 1.13 (95% confidence interval 1.06 to 1.20)), driven by breast cancer. More frequent and heavy episodic drinking was not further associated with risk of total cancer after adjusting for total alcohol intake. Conclusion: Light to moderate drinking is associated with minimally increased risk of overall cancer. For men who have never smoked, risk of alcohol related cancers is not appreciably increased for light and moderate drinking (up to two drinks per day). However, for women who have never smoked, risk of alcohol related cancers (mainly breast cancer) increases even within the range of up to one alcoholic drink a day.
Publication Tumor LINE-1 methylation level and colorectal cancer location in relation to patient survival
(Impact Journals LLC, 2016) Mima, Kosuke; Nowak, Jonathan; Qian, Zhi Rong; Cao, Yin; Song, Mingyang; Masugi, Yohei; Shi, Yan; da Silva, Annacarolina; Gu, Mancang; Li, Wanwan; Hamada, Tsuyoshi; Zhang, Xuehong; Wu, Kana; Meyerhardt, Jeffrey; Baba, Hideo; Giovannucci, Edward; Chan, Andrew; Fuchs, Charles; Ogino, Shuji; Nakashima, ReikoColorectal tumors arise with genomic and epigenomic alterations through interactions between neoplastic cells, immune cells, and microbiota that vary along the proximal to distal axis of colorectum. Long interspersed nucleotide element-1 (LINE-1) hypomethylation in colorectal cancer has been associated with worse clinical outcome. Utilizing 1,317 colon and rectal carcinoma cases in two U.S.-nationwide prospective cohort studies, we examined patient survival according to LINE-1 methylation level stratified by tumor location. Cox proportional hazards model was used to assess a statistical interaction between LINE-1 methylation level and tumor location in colorectal cancer-specific mortality analysis, controlling for potential confounders including microsatellite instability, CpG island methylator phenotype, and KRAS, BRAF, and PIK3CA mutations. A statistically significant interaction was found between LINE-1 methylation level and tumor location in colorectal cancer-specific mortality analysis (Pinteraction = 0.011). The association of LINE-1 hypomethylation with higher colorectal cancer-specific mortality was stronger in proximal colon cancers (multivariable hazard ratio [HR], 1.66; 95% confidence interval [CI], 1.21 to 2.28) than in distal colon cancers (multivariable HR, 1.18; 95% CI, 0.81 to 1.72) or rectal cancers (multivariable HR, 0.87; 95% CI, 0.57 to 1.34). Our data suggest the interactive effect of LINE-1 methylation level and colorectal cancer location on clinical outcome.
Publication A prospective study of oral contraceptive use and colorectal adenomas
(Springer Nature, 2016) Charlton, Brittany; Giovannucci, Edward; Fuchs, Charles; Chan, Andrew; Lee, Jung Eun; Cao, Yin; Missmer, Stacey; Rosner, Bernard; Hankinson, Susan; Willett, Walter; Wu, Kana; Michels, KarinPurpose—The influence of reproductive factors on colorectal cancer, including oral contraceptive (OC) use, has been examined, but less research is available on OC use and adenomas.
Methods—Participants of the Nurses' Health Study who had a lower bowel endoscopy between 1986 (when endoscopies were first assessed) through 2008 where included in this study. Multivariable logistic regression models for clustered data were used to estimate odds ratios and 95% confidence intervals [OR (95% CIs)].
Results—Among 73,058 participants, 51% (N=37,382) reported ever using OCs. Ever OC use was associated with a slight increase of non-advanced adenomas [OR=1.11 95% CI (1.02, 1.21)] but not with any other endpoints. Duration of OC use was not associated with adenomas, but longer times since last OC use were associated with increased odds of adenomas [e.g., compared to never use, 15+ years since last use: OR=1.17 (1.07, 1.27)]. Shorter times since last OC use were inversely associated [e.g., ≤4 years since last use: OR=0.74 (0.65, 0.84)].
Conclusions—We observed a modest borderline increase in risk of colorectal adenomas with any prior OC use. Additionally, more recent OC use may decrease risk while exposure in the distant past may modestly increase risk of adenomas.
Publication A Prospective Study of Alcohol Consumption and Smoking and the Risk of Major Gastrointestinal Bleeding in Men
(Public Library of Science, 2016) Strate, Lisa L.; Singh, Prashant; Boylan, Matthew R.; Piawah, Sorbarikor; Cao, Yin; Chan, AndrewBackground and Aims Data regarding smoking and alcohol consumption and risk of gastrointestinal bleeding (GIB) are sparse and conflicting. We assessed the risk of major GIB associated with smoking and alcohol consumption in a large, prospective cohort. Methods: We prospectively studied 48,000 men in the Health Professional follow-up Study (HPFS) who were aged 40–75 years at baseline in 1986. We identified men with major GIB requiring hospitalization and/or blood transfusion via biennial questionnaires and chart review. Results: We documented 305 episodes of major GIB during 26 years of follow-up. Men who consumed >30 g/day of alcohol had a multivariable relative risk (RR) of 1.43 (95% confidence interval (CI), 0.88–2.35; P for trend 0.006) for major GIB when compared with nondrinkers. Alcohol consumption appeared to be primarily related to upper GIB (multivariable RR for >30 g/day vs. nondrinkers was 1.35; 95% CI, 0.66–2.77; P for trend 0.02). Men who consumed ≥ 5 drinks/week vs. < 1 drink/month of liquor had a multivariable RR of 1.72 (95% CI, 1.26–2.35, P for trend <0.001). Wine and beer were not significantly associated with major GIB. The risk of GIB associated with NSAIDs/aspirin use increased with greater alcohol consumption (multivariable RR 1.37; 95% CI, 0.85–2.19 for 1-14g/day of alcohol, RR 1.75; 95% CI, 1.07–2.88 for ≥ 15g/day compared to nondrinkers). Smoking was not significantly associated with GIB. Conclusions: Alcohol consumption, but not smoking, was associated with an increased risk of major GIB. Associations were most notable for upper GIB associated with liquor intake. Alcohol appeared to potentiate the risk of NSAID-associated GIB.
Publication Genomic Correlates of Immune-Cell Infiltrates in Colorectal Carcinoma
(Cell Press, 2016) Giannakis, Marios; Mu, Xinmeng Jasmine; Shukla, Sachet A.; Qian, Zhi Rong; Cohen, Ofir; Nakashima, Reiko; Bahl, Samira; Cao, Yin; Amin-Mansour, Ali; Yamauchi, Mai; Sukawa, Yasutaka; Stewart, Chip; Rosenberg, Mara; Mima, Kosuke; Inamura, Kentaro; Nosho, Katsuhiko; Nowak, Jonathan A.; Lawrence, Michael S.; Giovannucci, Edward L.; Chan, Andrew T.; Ng, Kimmie; Meyerhardt, Jeffrey A.; Van Allen, Eliezer M.; Getz, Gad; Gabriel, Stacey B.; Lander, Eric S.; Wu, Catherine J.; Fuchs, Charles S.; Ogino, Shuji; Garraway, Levi A.Summary Large-scale genomic characterization of tumors from prospective cohort studies may yield new insights into cancer pathogenesis. We performed whole-exome sequencing of 619 incident colorectal cancers (CRCs) and integrated the results with tumor immunity, pathology, and survival data. We identified recurrently mutated genes in CRC, such as BCL9L, RBM10, CTCF, and KLF5, that were not previously appreciated in this disease. Furthermore, we investigated the genomic correlates of immune-cell infiltration and found that higher neoantigen load was positively associated with overall lymphocytic infiltration, tumor-infiltrating lymphocytes (TILs), memory T cells, and CRC-specific survival. The association with TILs was evident even within microsatellite-stable tumors. We also found positive selection of mutations in HLA genes and other components of the antigen-processing machinery in TIL-rich tumors. These results may inform immunotherapeutic approaches in CRC. More generally, this study demonstrates a framework for future integrative molecular epidemiology research in colorectal and other malignancies.
Publication Aspirin Use is Associated With Lower Risk of Barrett’s Esophagus in Women
(Nature Publishing Group, 2017) Jovani, Manol; Cao, Yin; Feskanich, Diane; Drew, David; Hur, Chin; Fuchs, Charles S; Jacobson, Brian C; Chan, AndrewObjectives: Barrett’s esophagus (BE) is the only known precursor to esophageal adenocarcinoma. Data examining the association of aspirin with the onset of BE, particularly for women, are scant and conflicting. Methods: We leveraged data from 121,700 women enrolled in the Nurses’ Health Study, a large prospective cohort study, who biennially provided detailed information regarding endoscopy and use of aspirin. We used unconditional logistic regression to obtain multivariable (MV)-adjusted odds ratios (ORs) and 95% confidence intervals (CI) to estimate the risk of BE in regular aspirin users (≥2 times/week) compared to non-regular users. Results: Among 27,881 women who had undergone upper GI endoscopy, we documented 667 BE cases over 18 years of follow-up. Compared to non-regular users, women who regularly used aspirin had a MV-adjusted OR for BE of 0.85 (95%CI: 0.72, 0.99). The corresponding OR was 0.73 (95%CI: 0.56, 0.96) for BE at least 1 cm long. Compared with women who did not use any aspirin, the MV-adjusted OR for any BE was 0.91 (95% CI, 0.69, 1.20) for women taking 0.5-1.5 tablets/week; 0.92 (95%CI 0.76, 1.11) for 2–5 tablets/week; and 0.71 (95%CI 0.55, 0.92) for ≥6 tablets/week (p-trend=0.01). Compared with non-regular users, the MV-adjusted OR for BE risk was 0.90 (95%CI 0.67, 1.20) for women who regularly used aspirin for 1–5 years, 0.84 (95%CI 0.65, 1.09) for 6–10 years, and 0.81 (95%CI 0.67, 0.97) for >10 years (p-trend=0.03). Conclusion: Regular aspirin use was associated with a reduction in the risk of Barrett’s esophagus in women. The reduction in risk appeared related to higher dose and longer duration of use.
Publication Integration of pharmacology, molecular pathology, and population data science to support precision gastrointestinal oncology
(2017) Ogino, Shuji; Jhun, Iny; Mata, Douglas; Soong, Thing Rinda; Hamada, Tsuyoshi; Liu, Li; Nakashima, Reiko; Giannakis, Marios; Cao, Yin; Manson, JoAnn; Nowak, Jonathan; Chan, AndrewPrecision medicine has a goal of customizing disease prevention and treatment strategies. Under the precision medicine paradigm, each patient has unique pathologic processes resulting from cellular genomic, epigenomic, proteomic, and metabolomic alterations, which are influenced by pharmacological, environmental, microbial, dietary, and lifestyle factors. Hence, to realize the promise of precision medicine, multi-level research methods that can comprehensively analyze many of these variables are needed. In order to address this gap, the integrative field of molecular pathology and population data science (i.e., molecular pathological epidemiology) has been developed to enable such multi-level analyses, especially in gastrointestinal cancer research. Further integration of pharmacology can improve our understanding of drug effects, and inform decision-making of drug use at both the individual and population levels. Such integrative research demonstrated potential benefits of aspirin in colorectal carcinoma with PIK3CA mutations, providing the basis for new clinical trials. Evidence also suggests that HPGD (15-PDGH) expression levels in normal colon and the germline rs6983267 polymorphism that relates to tumor CTNNB1 (β-catenin)/WNT signaling status may predict the efficacy of aspirin for cancer chemoprevention. As immune checkpoint blockade targeting the CD274 (PD-L1)/PDCD1 (PD-1) pathway for microsatellite instability-high (or mismatch repair-deficient) metastatic gastrointestinal or other tumors has become standard of care, potential modifying effects of dietary, lifestyle, microbial, and environmental factors on immunotherapy need to be studied to further optimize treatment strategies. With its broad applicability, our integrative approach can provide insights into the interactive role of medications, exposures, and molecular pathology, and guide the development of precision medicine.
Publication Fusobacterium nucleatum in Colorectal Carcinoma Tissue According to Tumor Location
(Nature Publishing Group, 2016) Mima, Kosuke; Cao, Yin; Chan, Andrew; Qian, Zhi Rong; Nowak, Jonathan; Masugi, Yohei; Shi, Yan; Song, Mingyang; da Silva, Annacarolina; Gu, Mancang; Li, Wanwan; Hamada, Tsuyoshi; Kosumi, Keisuke; Hanyuda, Akiko; Liu, Li; Kostic, Aleksandar; Giannakis, Marios; Bullman, Susan; Brennan, Caitlin; Milner, Danny; Baba, Hideo; Garraway, Levi; Meyerhardt, Jeffrey; Garrett, Wendy; Huttenhower, Curtis; Meyerson, Matthew; Giovannucci, Edward; Fuchs, Charles; Nakashima, Reiko; Ogino, ShujiObjectives: Evidence suggests a possible role of Fusobacterium nucleatum in colorectal carcinogenesis, especially in right-sided proximal colorectum. Considering a change in bowel contents and microbiome from proximal to distal colorectal segments, we hypothesized that the proportion of colorectal carcinoma enriched with F. nucleatum might gradually increase along the bowel subsites from rectum to cecum. Methods: A retrospective, cross-sectional analysis was conducted on 1,102 colon and rectal carcinomas in molecular pathological epidemiology databases of the Nurses’ Health Study and the Health Professionals Follow-up Study. We measured the amount of F. nucleatum DNA in colorectal tumor tissue using a quantitative PCR assay and equally dichotomized F. nucleatum-positive cases (high vs. low). We used multivariable logistic regression analysis to examine the relationship of a bowel subsite variable (rectum, rectosigmoid junction, sigmoid colon, descending colon, splenic flexure, transverse colon, hepatic flexure, ascending colon, and cecum) with the amount of F. nucleatum. Results: The proportion of F. nucleatum-high colorectal cancers gradually increased from rectal cancers (2.5% 4/157) to cecal cancers (11% 19/178), with a statistically significant linear trend along all subsites (P<0.0001) and little evidence of non-linearity. The proportion of F. nucleatum-low cancers was higher in rectal, ascending colon, and cecal cancers than in cancers of middle segments. Conclusions: The proportion of F. nucleatum-high colorectal cancers gradually increases from rectum to cecum. Our data support the colorectal continuum model that reflects pathogenic influences of the gut microbiota on neoplastic and immune cells and challenges the prevailing two-colon (proximal vs. distal) dichotomy paradigm.
Publication Survival Benefit of Exercise Differs by Tumor IRS1 Expression Status in Colorectal Cancer
(Springer Nature, 2015-11-17) Hanyuda, Akiko; Kim, Sun A.; Martinez-Fernandez, Alejandro; Qian, Zhi Rong; Yamauchi, Mai; Nakashima, Reiko; Morikawa, Teppei; Liao, Xiaoyun; Inamura, Kentaro; Mima, Kosuke; Cao, Yin; Zhang, Xuehong; Wu, Kana; Chan, Andrew T.; Ogino, Shuji; Giovannucci, Edward; Meyerhardt, Jeffrey; Fuchs, Charles; Shivdasani, RameshBackground. High-level physical activity is associated with lower colorectal cancer (CRC) mortality, likely through insulin sensitization. Insulin receptor substrate 1 (IRS1) is a mediator of insulin and insulin-like growth factor (IGF) signaling pathways, and its down-regulation is associated with insulin resistance. Therefore, we hypothesized that tumor IRS1 expression status might modify cellular sensitivity to insulin and IGF, and the prognostic association of physical activity.Methods. We assessed IRS1 expression level in 371 stage I-III rectal and colon cancers in the Nurses' Health Study and the Health Professionals Follow-up Study by immunohistochemistry. In survival analysis, Cox proportional hazards model was used to assess an interaction between post-diagnosis physical activity (ordinal scale of sex-specific quartiles Q1 to Q4) and IRS1 expression (ordinal scale of negative, low, and high), controlling for potential confounders, including microsatellite instability, CpG island methylator phenotype, long interspersed nucleotide element-1 (LINE-1) methylation level, and KRAS, BRAF, and PIK3CA mutation status.Results. There was a statistically significant interaction between post-diagnosis physical activity and tumor IRS1 expression in CRC-specific mortality analysis (P-interaction = 0.005). Multivariable hazard ratio (95 % confidence interval) for higher post-diagnosis physical activity (Q3-Q4 vs. Q1-Q2) was 0.15 (0.02-1.38) in the IRS1-negative group, 0.45 (0.19-1.03) in the IRS1-low group, and 1.32 (0.50-3.53) in the IRS1-high group.Conclusions. The association of post-diagnosis physical activity with colorectal carcinoma patient survival may differ by tumor IRS1 expression level. If validated, tumor IRS1 expression status may serve as a predictive marker to identify subgroups of patients who might gain greater survival benefit from an increased level of exercise.
Publication Body mass index and risk of colorectal cancer according to tumor lymphocytic infiltrate
(Wiley, 2016-05-10) Hanyuda, Akiko; Ogino, Shuji; Qian, Zhi Rong; Nakashima, Reiko; Song, Mingyang; Mima, Kosuke; Inamura, Kentaro; Masugi, Yohei; Wu, Kana; Meyerhardt, Jeffrey; Chan, Andrew; Fuchs, Charles S.; Giovannucci, Edward; Cao, YinHigher body mass index (BMI), higher body adiposity, and obesity have been associated with increased risk of colorectal cancer. Evidence suggests that excess energy balance may influence systemic immune and inflammatory status. Thus, we hypothesized that the positive association between BMI and colorectal cancer risk might differ according to colorectal carcinoma subtypes according to levels of histopathological lymphocytic reaction to tumor. We collected biennial questionnaire data on weight and baseline height information in two prospective cohort studies, the Nurses’ Health Study (1980–2010) and the Health Professionals Follow-up Study (1986–2010). Utilizing duplication-method Cox proportional hazards regression models, we prospectively assessed the association between BMI and risk of colorectal cancer subtypes according to the degree of Crohn’s-like lymphoid reaction, peritumoral lymphocytic reaction, intratumoral periglandular reaction, tumor-infiltrating lymphocytes, the overall lymphocytic reaction score, or T-cell [CD3+, CD8+, CD45RO (PTPRC)+, or FOXP3+] density in tumor tissue. Statistical significance level was adjusted for multiple hypotheses testing by Bonferroni correction. During follow up of 1,708,029 men and women (over 3,346,752 person-years), we documented 1,436 incident rectal and colon cancer cases with available formalin-fixed paraffin-embedded tumor tissue materials and pathological immunity data. BMI was significantly associated with higher risk of overall colorectal cancer (Ptrend<0.001); however, the association of BMI with colorectal carcinoma risk did not significantly differ by the level of lymphocytic reaction or T-cell infiltration in tumor tissue status (Pheterogeneity>0.10). BMI may be associated with risk of colorectal cancer regardless of levels of lymphocytic response to tumor.