Harvard T.H. Chan School of Public Health
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Publication Genome-wide association study of colorectal cancer identifies six new susceptibility loci
(Nature Research (part of Springer Nature), 2015) Schumacher, Fredrick; Schmit, Stephanie; Jiao, Shuo; Edlund, Christopher; Wang, Hansong; Zhang, Ben; Hsu, Li; Huang, Shu-Chen; Fischer, Christopher; Harju, John; Idos, Gregory; Lejbkowicz, Flavio; Manion, Frank; McDonnell, Kevin; McNeil, Caroline; Melas, Marilena; Rennert, Hedy; Shi, Wei; Thomas, Duncan; Van Den Berg, David J.; Hutter, Carolyn; Aragaki, Aaron; Butterbach, Katja; Caan, Bette; Carlson, Christopher; Chanock, Stephen; Curtis, Keith; Fuchs, Charles; Gala, Manish; Giovannucci, Edward; Gogarten, Stephanie; Hayes, Richard; Henderson, Brian; Hunter, David; Jackson, Rebecca; Kolonel, Laurence; Kooperberg, Charles; Sébastien Küry; LaCroix, Andrea; Laurie, Cathy; Laurie, Cecelia; Lemire, Mathieu; Levine, David; Ma, Jing; Makar, Karen; Qu, Conghui; Taverna, Darin; Ulrich, Cornelia; Wu, Kana; Kono, Suminori; West, Dee; Berndt, Sonja; Stéphane Bezieau; Brenner, Hermann; Campbell, Peter; Chan, Andrew; Chang-Claude, Jenny; Coetzee, Gerhard; Conti, David; Duggan, David; Figueiredo, Jane; Fortini, Barbara; Gallinger, Steven; Gauderman, W. James; Giles, Graham; Green, Roger; Haile, Robert; Harrison, Tabitha; Hoffmeister, Michael; Hopper, John; Hudson, Thomas; Jacobs, Eric; Iwasaki, Motoki; Jee, Sun Ha; Jenkins, Mark; Jia, Wei-Hua; Joshi, Amit; Li, Li; Lindor, Noralene; Matsuo, Keitaro; Moreno, Victor; Mukherjee, Bhramar; Newcomb, Polly; Potter, John; Raskin, Leon; Rennert, Gad; Rosse, Stephanie; Severi, Gianluca; Schoen, Robert; Seminara, Daniela; Shu, Xiao-Ou; Slattery, Martha; Tsugane, Shoichiro; White, Emily; Xiang, Yong-Bing; Zanke, Brent; Zheng, Wei; Le Marchand, Loic; Casey, Graham; Gruber, StephenGenetic susceptibility to colorectal cancer is caused by rare pathogenic mutations and common genetic variants that contribute to familial risk. Here we report the results of a two-stage association study with 18,299 cases of colorectal cancer and 19,656 controls, with follow-up of the most statistically significant genetic loci in 4,725 cases and 9,969 controls from two Asian consortia. We describe six new susceptibility loci reaching a genome-wide threshold of P<5.0E - 08. These findings provide additional insight into the underlying biological mechanisms of colorectal cancer and demonstrate the scientific value of large consortia-based genetic epidemiology studies.
Publication Television Watching and Colorectal Cancer Survival in Men
(Springer (part of Springer Nature), 2015) Cao, Yin; Meyerhardt, Jeffrey; Chan, Andrew; Wu, Kana; Fuchs, Charles; Giovannucci, EdwardTo assess the association between pre- and postdiagnostic time spent sitting watching TV as well as other sedentary behaviors (other sitting at home and at work/driving) and mortality from colorectal cancer or other causes, and overall mortality.We followed stage I-III colorectal cancer patients from the Health Professionals Follow-up Study (1986-2010). Cox models were used to calculate hazard ratios (HRs) and 95 % confidence intervals (CIs).A total of 926 and 714 patients were included in the analysis of pre- and postdiagnostic TV watching, respectively, and 471 and 325 died during follow-up. Prolonged prediagnostic TV viewing was associated with increased risk of colorectal cancer-specific mortality independent of leisure-time physical activity. The HRs (95 % CIs) for 0-6, 7-13, 14-20, and a parts per thousand yen21 h/week were 1.00 (referent), 0.84 (0.56-1.25), 1.15 (0.75-1.78), and 2.13 (1.31-3.45) (p (trend) = 0.01). The association was observed primarily among overweight and obese individuals. Prediagnostic TV watching was also associated with overall mortality within 5 years of diagnosis, largely due to the association with colorectal cancer mortality. Other prediagnostic sitting at home or at work/driving was not associated with mortality. Postdiagnostic TV viewing was associated with a nonsignificantly increased risk of colorectal cancer-specific mortality (HR for a parts per thousand yen21 vs 0-6 h/week = 1.45; 95 % CI 0.73-2.87) adjusting for TV viewing before diagnosis.Prolonged prediagnostic TV watching is associated with higher colorectal cancer-specific mortality independent of leisure-time physical activity among colorectal cancer patients.
Publication Prediagnosis Plasma Adiponectin in Relation to Colorectal Cancer Risk According to KRAS Mutation Status
(Oxford University Press, 2016) Inamura, Kentaro; Song, Mingyang; Jung, Seungyoun; Nishihara, Reiko; Yamauchi, Mai; Lochhead, Paul; Qian, Zhi Rong; Kim, Sun; Mima, Kosuke; Sukawa, Yasutaka; Masuda, Atsuhiro; Imamura, Yu; Zhang, Xuehong; Pollak, Michael; Mantzoros, Christos; Harris, Curtis; Giovannucci, Edward; Fuchs, Charles; Cho, Eunyoung; Chan, Andrew; Wu, Kana; Ogino, ShujiBackground: Low levels of adiponectin (ADIPOQ; HGNC ID; HGNC: 13633), an adipokine, are associated with obesity, adiposity, excess energy balance, and increased risk of colorectal neoplasia. Given the reported association of increased body mass index (BMI) and low-level physical activity with KRAS-mutated colorectal tumor, we hypothesized that low-level plasma adiponectin might be associated with increased risk of KRAS-mutant colorectal carcinoma but not with risk of KRAS wild-type carcinoma. Methods: We conducted molecular pathological epidemiology research using a nested case-control study design (307 incident rectal and colon cancer case patients and 593 matched control individuals) within prospective cohort studies, the Nurses' Health Study (152 case patients and 297 control individuals, with blood collection in 1989-1990) and the Health Professionals Follow-up Study (155 case patients and 296 control individuals, with blood collection in 1993-1995). Multivariable conditional logistic regression models and two-sided likelihood ratio tests were used to assess etiologic heterogeneity of the associations. Results: The association of low-level plasma adiponectin with colorectal cancer risk statistically significantly differed by KRAS mutation status (P-heterogeneity = .004). Low levels of plasma adiponectin were associated with KRAS-mutant colorectal cancer (for the lowest vs highest tertile: multivariable odds ratio [OR] = 2.83, 95% confidence interval [CI] = 1.50 to 5.34, P-trend = .002) but not with KRAS wild-type cancer (for the lowest vs highest tertile: multivariable OR = 0.83, 95% CI = 0.49 to 1.43, P-trend = .48). In secondary analyses, the association between plasma adiponectin and colorectal cancer did not appreciably differ by BRAF or PIK3CA oncogene mutation status. CONCLUSIONS: Low-level plasma adiponectin is associated with KRAS-mutant colorectal cancer risk but not with KRAS wildtype cancer risk.
Publication The Joint Association of Eating Frequency and Diet Quality with Colorectal Cancer Risk in the Health Professionals Follow-up Study
(Oxford University Press, 2012) Mekary, Rania A.; Hu, Frank B.; Willett, Walter; Chiuve, Stephanie; Wu, Kana; Fuchs, Charles; Fung, Teresa T.; Giovannucci, EdwardThe results of most case-control studies have suggested a positive association between eating frequency and colorectal cancer risk. Because no prospective cohort studies have done so to date, the authors prospectively examined this association. In 1992, eating frequency was assessed in a cohort of 34,968 US men in the Health Professionals Follow-up Study. Cox proportional hazards regression models were used to estimate relative risks and 95% confidence intervals for various levels of eating frequency. Effect modifications by overall dietary quality (assessed using the Diet Approaches to Stop Hypertension score) and by factors that influence insulin resistance were further assessed. Between 1992 and 2006, a total of 583 cases of colorectal cancer were diagnosed. When comparing the highest eating frequency category (5-8 times/day) with the reference category (3 times/day), the authors found no evidence of an increased risk of colorectal cancer (multivariate relative risk = 0.88, 95% confidence interval: 0.62, 1.26) or colon cancer (multivariate relative risk = 0.78, 95% confidence interval: 0.49, 1.25). There was an implied inverse association with eating frequency among participants who had healthier diets (high Diet Approaches to Stop Hypertension score; P for interaction = 0.01), especially among men in the high-insulin-sensitivity group (body mass index (weight (kg)/height (m)(2)) <25, >= 2 cups of coffee/day, and more physical activity; P for interaction < 0.01, P for trend = 0.01). There was an implied protective association between increased eating frequency of healthy meals and colorectal cancer risk and in men with factors associated with higher insulin sensitivity.
Publication Association between Sex Hormones and Colorectal Cancer Risk in Men and Women
(Elsevier, 2013) Lin, Jennifer H.; Zhang, Shumin M.; Rexrode, Kathryn M.; Manson, JoAnn E.; Chan, Andrew T.; Wu, Kana; Tworoger, Shelley S.; Hankinson, Susan E.; Fuchs, Charles; Gaziano, J. Michael; Buring, Julie E.; Giovannucci, EdwardBACKGROUND and AIMS: There is observational and clinical evidence that indicates that sex hormones affect development of colorectal cancer in men and women. However, the relationship between endogenous sex hormone levels and colorectal cancer is unclear. Methods: We collected data on lifestyle, medical history, and diet (through 2008), along with blood samples, from the Nurses' Health Study, the Women's Health Study, the Health Professional Follow-up Study, and the Physicians' Health Study II. We measured plasma levels of estrone, estradiol, testosterone, sex hormone binding globulin (SHBG), and C-peptide among 730 women (293 cases of colorectal cancer and 437 healthy individuals as controls) and 1158 men (439 colorectal cancer cases and 719 controls) and used unconditional logistic regression to estimate relative risks (RRs) and 95% confidence intervals. All statistical tests were 2-sided. Results: Total testosterone, SHBG, and the ratio of estradiol to testosterone were associated with colorectal cancer in men after adjustments for matching and risk factors for colorectal cancer, including body mass index and plasma levels of C-peptide. The RRs in the highest relative to the lowest quartile were 0.62 for testosterone (95% confidence interval, 0.40-0.96), 0.65 for SHBG (95% confidence interval, 0.42-0.99), and 2.63 for the ratio (95% confidence interval, 1.58-4.36) (P values for trend <= .02). However, in women, only the ratio of estradiol to testosterone was (inversely) associated with colorectal cancer after adjustments for all factors (RR, 0.43; 95% confidence interval, 0.22-0.84; P value for trend = .03). ConclUSIONS: On the basis of combined data from 4 population studies, there appears to be an association between levels of sex hormones and colorectal cancer risk in men. There also appears to be an inverse association between the ratio of estradiol to testosterone and colorectal cancer in postmenopausal women.
Publication Regular Aspirin Use Associates with Lower Risk of Colorectal Cancers with Low Numbers of Tumor-infiltrating Lymphocytes
(Elsevier, 2016) Cao, Yin; Nishihara, Reiko; Qian, Zhi Rong; Song, Mingyang; Mima, Kosuke; Inamura, Kentaro; Nowak, Jonathan; Drew, David; Lochhead, Paul; Nosho, Katsuhiko; Morikawa, Teppei; Zhang, Xuehong; Wu, Kana; Wang, Molin; Garrett, Wendy; Giovannucci, Edward; Fuchs, Charles; Chan, Andrew; Ogino, ShujiBACKGROUND and AIMS: Aspirin use reduces colorectal cancer risk. Aspirin, a nonsteroidal anti-inflammatory drug, inhibits prostaglandin-endoperoxide synthase 2 (PTGS2 or cyclooxygenase-2); PTGS2 promotes inflammation and suppresses T-cell-mediated adaptive immunity. We investigated whether the inverse association of aspirin use with colorectal carcinoma risk was stronger for tumors with lower degrees of lymphocytic infiltrates than for tumors with higher degrees of lymphocytic infiltrates. Methods: We collected aspirin use data biennially from participants in the Nurses' Health Study and Health Professionals Follow-up Study. Participants were asked whether they took aspirin in most weeks, the number of tablets taken per week, and years of aspirin use. We collected available tumor specimens (n = 1458) from pathology laboratories in the United States. A pathologist confirmed the diagnosis of colorectal adenocarcinoma (excluding anal squamous cell carcinoma), and evaluated histopathology features, including patterns and degrees of lymphocytic infiltrates within and around tumor areas. Person-years of follow-up evaluation were accrued from the date of return of questionnaires until dates of colorectal cancer diagnosis, death, or the end of follow-up evaluation (June 2010). Duplication-method Cox proportional hazards regression was used to assess the association of aspirin with the incidence of colorectal carcinoma subgroups according to the degree of tumor-infiltrating lymphocytes (TILs), intratumoral periglandular reaction, peritumoral reaction, or Crohn's-like reaction. Results: We documented 1458 rectal and colon cancers. The inverse association between regular aspirin use and colorectal cancer risk significantly differed by concentrations of TILs (P-heterogeneity = .007). Compared with nonregular use, regular aspirin use was associated with a lower risk of tumors that had low levels of TILs (relative risk, 0.72; 95% confidence interval, 0.63-0.81), and strength of the association depended on aspirin dose and duration (both P-trend < .001). In contrast, aspirin use was not associated with a risk of tumors having intermediate or high levels of TILs. This differential association was consistent regardless of the status of tumor microsatellite instability, mutations in BRAF, or expression of PTGS2. Regular aspirin use was associated with a lower risk of tumors that contained low levels of CD3(+) T cells, CD8(+) T cells, or CD45RO (PTPRC)(+) T cells (measured by immunohistochemistry and computer-assisted image analysis). ConclUSIONS: Based on data from the prospective cohort studies, regular use of aspirin is associated with a lower risk of colorectal carcinomas with low concentrations of TILs. These findings indicate that the immune response in the tumor microenvironment could be involved in the chemopreventive effects of aspirin.
Publication Plasma 25-hydroxyvitamin D and colorectal cancer risk according to tumour immunity status
(BMJ Publishing Group, 2016) Song, Mingyang; Nishihara, Reiko; Wang, Molin; Chan, Andrew; Qian, Zhi Rong; Inamura, Kentaro; Zhang, Xuehong; Ng, Kimmie; Kim, Sun; Mima, Kosuke; Sukawa, Yasutaka; Nosho, Katsuhiko; Fuchs, Charles; Giovannucci, Edward; Wu, Kana; Ogino, ShujiObjective Evidence suggests protective effects of vitamin D and antitumour immunity on colorectal cancer risk. Immune cells in tumour microenvironment can convert 25-hydroxyvitamin D [25(OH)D] to bioactive 1 alpha, 25-dihydroxyvitamin D-3, which influences neoplastic and immune cells as an autocrine and paracrine factor. Thus, we hypothesised that the inverse association between vitamin D and colorectal cancer risk might be stronger for cancers with high-level immune response than those with low-level immune response. Design: We designed a nested case-control study (318 rectal and colon carcinoma cases and 624 matched controls) within the Nurses' Health Study and Health Professionals Follow-up Study using molecular pathological epidemiology database. Multivariable conditional logistic regression was used to assess the association of plasma 25 (OH) D with tumour subtypes according to the degree of lymphocytic reaction, tumour-infiltrating T cells (CD3+, CD8+, CD45RO+ (PTPRC) and FOXP3+ cells), microsatellite instability or CpG island methylator phenotype. Results: The association of plasma 25(OH)D with colorectal carcinoma differed by the degree of intratumoural periglandular reaction (p for heterogeneity=0.001); high 25(OH)D was associated with lower risk of tumour with high-level reaction (comparing the highest versus lowest tertile: OR 0.10; 95% CI 0.03 to 0.35; p for trend<0.001), but not risk of tumour with lower-level reaction (p for trend>0.50). A statistically non-significant difference was observed for the associations of 25(OH)D with tumour subtypes according to CD3+ T cell density (p for heterogeneity= 0.03; adjusted statistical significance level of alpha=0.006). Conclusions: High plasma 25(OH)D level is associated with lower risk of colorectal cancer with intense immune reaction, supporting a role of vitamin D in cancer immunoprevention through tumour-host interaction.
Publication Prospective cohort studies of bowel movement frequency and laxative use and colorectal cancer incidence in US women and men
(Springer (part of Springer Nature), 2013) Zhang, Xuehong; Wu, Kana; Cho, Eunyoung; Ma, Jing; Chan, Andrew; Gao, Xiang; Willett, Walter; Fuchs, Charles; Giovannucci, EdwardThe associations between bowel movement frequency, laxative use, and colorectal cancer incidence remain uncertain. No published studies have accounted for potential latency between these factors and colorectal cancer onset.We prospectively examined these associations among 88,173 women in the Nurses' Health Study (NHS, 1982-2010) and 23,722 men in the Health Professionals Follow-up Study (HPFS, 2000-2010). Cox proportional hazards regression models were used to estimate multivariable hazard ratios (HRs, 95 % CIs). We conducted time lagged analyses to evaluate the potential latency in the NHS.We documented 2,012 incident colorectal cancer cases. The HRs (95 % CIs) for infrequent bowel movement relative to daily were 0.86 (95 % CI 0.71-1.04) in women and 0.81 (95 % CI 0.48-1.37) in men. The HRs for weekly to daily relative to never laxative use were 0.98 (95 % CI 0.81-1.20) in women and 1.41 (95 % CI 0.96-2.06) in men. In women, the HRs for every 3 days or less bowel movement relative to daily were 0.87 (95 % CI 0.59-1.27) for colorectal cancers that developed within 10 years of assessment, 1.03 (95 % CI 0.85-1.26) for 11-18 years after assessment, and 0.73 (95 % CI 0.54-1.01) for 19-28 years after assessment. The corresponding HRs for weekly to daily relative to never laxative use were 0.93 (95 % CI 0.63-1.37), 1.03 (95 % CI 0.74-1.44), and 0.98 (95 % CI 0.71-1.35), respectively.Bowel movement frequency and laxative use appear not to be associated with colorectal cancer risk in this study.
Publication A Prospective Study of Macrophage Inhibitory Cytokine-1 (MIC-1/GDF15) and Risk of Colorectal Cancer
(Oxford University Press, 2014) Mehta, Raaj; Song, Mingyang; Bezawada, Navya; Wu, Kana; Garcia-Albeniz, Xabier; Morikawa, Teppei; Fuchs, Charles; Ogino, Shuji; Giovannucci, Edward; Chan, AndrewBackground: Chronic inflammation plays a role in the development of colorectal cancer (CRC). The novel plasma inflammatory biomarker macrophage inhibitory cytokine-1 (MIC-1, GDF15) may have a direct mechanistic role in colorectal carcinogenesis. Methods: We conducted a prospective, nested, case-control study of incident CRC among men and women who provided a prediagnostic blood specimen. We used an enzyme-linked immunosorbent assay to measure MIC-1 and examined associations between quintiles of MIC-1 and CRC using logistic regression adjusted for matching factors (age and date of blood draw), risk factors, and other plasma inflammatory markers. We also assessed the relationship between MIC-1 levels and prostaglandin-endoperoxide synthase 2 (PTGS2)/cyclooxygenase-2 (COX-2) enzyme status in tumors with available tissue for analysis. All statistical tests were two-sided. Results: Compared with men and women within the lowest quintile of plasma MIC-1, the multivariable relative risk (RR) for CRC was 1.93 (95% confidence interval [CI] = 1.27 to 2.94) for the highest quintile (P-linear trend = .004). In an exploratory analysis, we found that among individuals with high plasma MIC-1 levels (quintiles 2-5), compared with nonuse, regular use of aspirin and nonsteroidal anti-inflammatory drugs (NSAIDs) was associated with a lower risk of PTGS2-positive CRC (multivariable RR = 0.60; 95% confidence interval = 0.41 to 0.88) but not PTGS2-negative CRC (multivariable RR = 1.21; 95% CI = 0.71 to 2.07). In contrast, among individuals with low MIC-1 levels (quintile 1), aspirin and NSAID use was not associated with a lower risk of PTGS2-positive CRC (multivariable RR = 0.57; 95% CI = 0.21 to 1.54) or PTGS2-negative CRC (multivariable RR = 1.41; 95% CI = 0.47 to 4.23). CONCLUSIONS: Our results support an association between higher levels of circulating MIC-1 (GDF15) and CRC. Aspirin/NSAID use appeared to lower risk of PTGS2-positive cancers, particularly among individuals with high levels of circulating MIC-1.
Publication Association Between Plasma Levels of Macrophage Inhibitory Cytokine-1 Before Diagnosis of Colorectal Cancer and Mortality
(Elsevier, 2015) Mehta, Raaj; Chong, Dawn; Song, Mingyang; Meyerhardt, Jeffrey; Ng, Kimmie; Nishihara, Reiko; Qian, Zhirong; Morikawa, Teppei; Wu, Kana; Giovannucci, Edward; Fuchs, Charles; Ogino, Shuji; Chan, AndrewBACKGROUND and AIMS: Patients with colorectal cancer (CRC) have high circulating levels of macrophage inhibitory cytokine-1 (MIC1 or growth differentiation factor 15), a marker of inflammation that might be involved in carcinogenesis. We analyzed blood samples collected from individuals before they were diagnosed with CRC to determine whether levels of MIC1 were associated with mortality. METHODS: We collected data on survival of 618 participants diagnosed with CRC who provided prediagnosis blood specimens in 1990 (Nurses' Health Study) and 1994 (Health Professionals' Follow-up Study) and were followed through 2010. Levels of MIC1 were measured by enzyme-linked immunosorbent assay and then were categorized into quartiles based on the known distribution of MIC1 levels among previously matched individuals without CRC (controls) within each cohort. We then examined the association of MIC1 levels with overall and CRC-specific mortality using Cox proportional hazards models, with adjustments for mortality-associated risk factors and other plasma markers of inflammation. We also assessed the relationship between levels of MIC1 and levels of prostaglandin-endoperoxide synthase 2 expression (PTGS2 or cyclooxygenase-2), measured in 245 tumor samples by immunohistochemistry. RESULTS: Compared with participants in the lowest quartile for plasma level of MIC1, the multivariate hazard ratio for CRC-specific death for participants in the highest quartile of MIC1 level was 2.40 (95% confidence interval: 1.33 - 4.34; P for linear trend = .009). The association of MIC1 with survival varied with level of PTGS2 expression in tumor samples (Pinteraction = .04). For individuals with PTGS2-positive tumors, the hazard ratio for CRC-specific death among those with high levels of MIC1 (equal to or greater than the median) was 2.13 (95% confidence interval: 0.99 - 4.58) compared with participants with low levels of MIC1 (below the median). In individuals with PTGS2-negative CRC, a high level of MIC1 was not associated with an increased risk of CRC-specific death (multivariate hazard ratio = 0.61; 95% confidence interval: 0.13 - 2.93). CONCLUSIONS: Based on an analysis of blood and colorectal tumor samples from 2 large studies, high plasma levels of MIC1 (growth differentiation factor 15) before diagnosis of CRC are associated with greater CRC-specific mortality, particularly in individuals with PTGS2-positive tumors.
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