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Erschienen in: European Journal of Epidemiology 5/2017

16.05.2017 | CANCER

Body mass index and risk of colorectal carcinoma subtypes classified by tumor differentiation status

verfasst von: Akiko Hanyuda, Yin Cao, Tsuyoshi Hamada, Jonathan A. Nowak, Zhi Rong Qian, Yohei Masugi, Annacarolina da Silva, Li Liu, Keisuke Kosumi, Thing Rinda Soong, Iny Jhun, Kana Wu, Xuehong Zhang, Mingyang Song, Jeffrey A. Meyerhardt, Andrew T. Chan, Charles S. Fuchs, Edward L. Giovannucci, Shuji Ogino, Reiko Nishihara

Erschienen in: European Journal of Epidemiology | Ausgabe 5/2017

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Abstract

Previous studies suggest that abnormal energy balance status may dysregulate intestinal epithelial homeostasis and promote colorectal carcinogenesis, yet little is known about how host energy balance and obesity influence enterocyte differentiation during carcinogenesis. We hypothesized that the association between high body mass index (BMI) and colorectal carcinoma incidence might differ according to tumor histopathologic differentiation status. Using databases of the Nurses’ Health Study and Health Professionals Follow-up Study, and duplication-method Cox proportional hazards models, we prospectively examined an association between BMI and the incidence of colorectal carcinoma subtypes classified by differentiation features. 120,813 participants were followed for 26 or 32 years and 1528 rectal and colon cancer cases with available tumor pathological data were documented. The association between BMI and colorectal cancer risk significantly differed depending on the presence or absence of poorly-differentiated foci (Pheterogeneity = 0.006). Higher BMI was associated with a higher risk of colorectal carcinoma without poorly-differentiated foci (≥30.0 vs. 18.5–22.4 kg/m2: multivariable-adjusted hazard ratio, 1.87; 95% confidence interval, 1.49–2.34; Ptrend < 0.001), but not with risk of carcinoma with poorly-differentiated foci (Ptrend = 0.56). This differential association appeared to be consistent in strata of tumor microsatellite instability or FASN expression status, although the statistical power was limited. The association between BMI and colorectal carcinoma risk did not significantly differ by overall tumor differentiation, mucinous differentiation, or signet ring cell component (Pheterogeneity > 0.03, with the adjusted α of 0.01). High BMI was associated with risk of colorectal cancer subtype containing no poorly-differentiated focus. Our findings suggest that carcinogenic influence of excess energy balance might be stronger for tumors that retain better intestinal differentiation throughout the tumor areas.
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Literatur
1.
Zurück zum Zitat Renehan AG, Soerjomataram I, Tyson M, Egger M, Zwahlen M, Coebergh JW, Buchan I. Incident cancer burden attributable to excess body mass index in 30 European countries. Int J Cancer. 2010;126(3):692–702.CrossRefPubMed Renehan AG, Soerjomataram I, Tyson M, Egger M, Zwahlen M, Coebergh JW, Buchan I. Incident cancer burden attributable to excess body mass index in 30 European countries. Int J Cancer. 2010;126(3):692–702.CrossRefPubMed
2.
Zurück zum Zitat Bhaskaran K, Douglas I, Forbes H, dos-Santos-Silva I, Leon DA, Smeeth L. Body-mass index and risk of 22 specific cancers: a population-based cohort study of 5.24 million UK adults. Lancet. 2014;384(9945):755–65.CrossRefPubMedPubMedCentral Bhaskaran K, Douglas I, Forbes H, dos-Santos-Silva I, Leon DA, Smeeth L. Body-mass index and risk of 22 specific cancers: a population-based cohort study of 5.24 million UK adults. Lancet. 2014;384(9945):755–65.CrossRefPubMedPubMedCentral
3.
Zurück zum Zitat Kuipers EJ, Grady WM, Lieberman D, Seufferlein T, Sung JJ, Boelens PG, van de Velde CJH, Watanabe T. Colorectal cancer. Nat Rev Dis Primers. 2015;1:15065.CrossRefPubMedPubMedCentral Kuipers EJ, Grady WM, Lieberman D, Seufferlein T, Sung JJ, Boelens PG, van de Velde CJH, Watanabe T. Colorectal cancer. Nat Rev Dis Primers. 2015;1:15065.CrossRefPubMedPubMedCentral
4.
5.
Zurück zum Zitat Ma Y, Yang Y, Wang F, Zhang P, Shi C, Zou Y, Qin H. Obesity and risk of colorectal cancer: a systematic review of prospective studies. PLoS ONE. 2013;8(1):e53916.CrossRefPubMedPubMedCentral Ma Y, Yang Y, Wang F, Zhang P, Shi C, Zou Y, Qin H. Obesity and risk of colorectal cancer: a systematic review of prospective studies. PLoS ONE. 2013;8(1):e53916.CrossRefPubMedPubMedCentral
6.
Zurück zum Zitat Booth A, Magnuson A, Fouts J, Foster M. Adipose tissue, obesity and adipokines: role in cancer promotion. Horm Mol Biol Clin Investig. 2015;21(1):57–74.PubMed Booth A, Magnuson A, Fouts J, Foster M. Adipose tissue, obesity and adipokines: role in cancer promotion. Horm Mol Biol Clin Investig. 2015;21(1):57–74.PubMed
7.
Zurück zum Zitat Fedirko V, Romieu I, Aleksandrova K, Pischon T, Trichopoulos D, Peeters PH, Romaguera-Bosch D, Bueno-de-Mesquita HB, Dahm CC, Overvad K, Chirlaque MD, Johansen C, Bidstrup PE, Dalton SO, Gunter MJ, Wark PA, Norat T, Halkjaer J, Tjonneland A, Dik VK, Siersema PD, Boutron-Ruault MC, Dossus L, Bastide N, Kuhn T, Kaaks R, Boeing H, Trichopoulou A, Klinaki E, Katsoulis M, Pala V, Panico S, Tumino R, Palli D, Vineis P, Weiderpass E, Skeie G, Gonzalez CA, Sanchez MJ, Barricarte A, Amiano P, Quiros JR, Manjer J, Jirstrom K, Ljuslinder I, Palmqvist R, Khaw KT, Wareham N, Bradbury KE, Stepien M, Duarte-Salles T, Riboli E, Jenab M. Pre-diagnostic anthropometry and survival after colorectal cancer diagnosis in Western European populations. Int J Cancer. 2014;135(8):1949–60.CrossRefPubMed Fedirko V, Romieu I, Aleksandrova K, Pischon T, Trichopoulos D, Peeters PH, Romaguera-Bosch D, Bueno-de-Mesquita HB, Dahm CC, Overvad K, Chirlaque MD, Johansen C, Bidstrup PE, Dalton SO, Gunter MJ, Wark PA, Norat T, Halkjaer J, Tjonneland A, Dik VK, Siersema PD, Boutron-Ruault MC, Dossus L, Bastide N, Kuhn T, Kaaks R, Boeing H, Trichopoulou A, Klinaki E, Katsoulis M, Pala V, Panico S, Tumino R, Palli D, Vineis P, Weiderpass E, Skeie G, Gonzalez CA, Sanchez MJ, Barricarte A, Amiano P, Quiros JR, Manjer J, Jirstrom K, Ljuslinder I, Palmqvist R, Khaw KT, Wareham N, Bradbury KE, Stepien M, Duarte-Salles T, Riboli E, Jenab M. Pre-diagnostic anthropometry and survival after colorectal cancer diagnosis in Western European populations. Int J Cancer. 2014;135(8):1949–60.CrossRefPubMed
8.
Zurück zum Zitat Campbell PT, Newton CC, Newcomb PA, Phipps AI, Ahnen DJ, Baron JA, Buchanan DD, Casey G, Cleary SP, Cotterchio M, Farris AB, Figueiredo JC, Gallinger S, Green RC, Haile RW, Hopper JL, Jenkins MA, Le Marchand L, Makar KW, McLaughlin JR, Potter JD, Renehan AG, Sinicrope FA, Thibodeau SN, Ulrich CM, Win AK, Lindor NM, Limburg PJ. Association between body mass index and mortality for colorectal cancer survivors: overall and by tumor molecular phenotype. Cancer Epidemiol Biomarkers Prev. 2015;24(8):1229–38.CrossRefPubMedPubMedCentral Campbell PT, Newton CC, Newcomb PA, Phipps AI, Ahnen DJ, Baron JA, Buchanan DD, Casey G, Cleary SP, Cotterchio M, Farris AB, Figueiredo JC, Gallinger S, Green RC, Haile RW, Hopper JL, Jenkins MA, Le Marchand L, Makar KW, McLaughlin JR, Potter JD, Renehan AG, Sinicrope FA, Thibodeau SN, Ulrich CM, Win AK, Lindor NM, Limburg PJ. Association between body mass index and mortality for colorectal cancer survivors: overall and by tumor molecular phenotype. Cancer Epidemiol Biomarkers Prev. 2015;24(8):1229–38.CrossRefPubMedPubMedCentral
10.
11.
Zurück zum Zitat Stelzner M, Helmrath M, Dunn JC, Henning SJ, Houchen CW, Kuo C, Lynch J, Li L, Magness ST, Martin MG, Wong MH, Yu J. A nomenclature for intestinal in vitro cultures. Am J Physiol Gastrointest Liver Physiol. 2012;302(12):G1359–63.CrossRefPubMedPubMedCentral Stelzner M, Helmrath M, Dunn JC, Henning SJ, Houchen CW, Kuo C, Lynch J, Li L, Magness ST, Martin MG, Wong MH, Yu J. A nomenclature for intestinal in vitro cultures. Am J Physiol Gastrointest Liver Physiol. 2012;302(12):G1359–63.CrossRefPubMedPubMedCentral
12.
Zurück zum Zitat Yilmaz OH, Katajisto P, Lamming DW, Gultekin Y, Bauer-Rowe KE, Sengupta S, Birsoy K, Dursun A, Yilmaz VO, Selig M, Nielsen GP, Mino-Kenudson M, Zukerberg LR, Bhan AK, Deshpande V, Sabatini DM. mTORC1 in the Paneth cell niche couples intestinal stem-cell function to calorie intake. Nature. 2012;486(7404):490–5.PubMedPubMedCentral Yilmaz OH, Katajisto P, Lamming DW, Gultekin Y, Bauer-Rowe KE, Sengupta S, Birsoy K, Dursun A, Yilmaz VO, Selig M, Nielsen GP, Mino-Kenudson M, Zukerberg LR, Bhan AK, Deshpande V, Sabatini DM. mTORC1 in the Paneth cell niche couples intestinal stem-cell function to calorie intake. Nature. 2012;486(7404):490–5.PubMedPubMedCentral
13.
Zurück zum Zitat Mah AT, Van Landeghem L, Gavin HE, Magness ST, Lund PK. Impact of diet-induced obesity on intestinal stem cells: hyperproliferation but impaired intrinsic function that requires insulin/IGF1. Endocrinology. 2014;155(9):3302–14.CrossRefPubMedPubMedCentral Mah AT, Van Landeghem L, Gavin HE, Magness ST, Lund PK. Impact of diet-induced obesity on intestinal stem cells: hyperproliferation but impaired intrinsic function that requires insulin/IGF1. Endocrinology. 2014;155(9):3302–14.CrossRefPubMedPubMedCentral
14.
Zurück zum Zitat Beyaz S, Mana MD, Roper J, Kedrin D, Saadatpour A, Hong SJ, Bauer-Rowe KE, Xifaras ME, Akkad A, Arias E, Pinello L, Katz Y, Shinagare S, Abu-Remaileh M, Mihaylova MM, Lamming DW, Dogum R, Guo G, Bell GW, Selig M, Nielsen GP, Gupta N, Ferrone CR, Deshpande V, Yuan GC, Orkin SH, Sabatini DM, Yilmaz OH. High-fat diet enhances stemness and tumorigenicity of intestinal progenitors. Nature. 2016;531(7592):53–8.CrossRefPubMedPubMedCentral Beyaz S, Mana MD, Roper J, Kedrin D, Saadatpour A, Hong SJ, Bauer-Rowe KE, Xifaras ME, Akkad A, Arias E, Pinello L, Katz Y, Shinagare S, Abu-Remaileh M, Mihaylova MM, Lamming DW, Dogum R, Guo G, Bell GW, Selig M, Nielsen GP, Gupta N, Ferrone CR, Deshpande V, Yuan GC, Orkin SH, Sabatini DM, Yilmaz OH. High-fat diet enhances stemness and tumorigenicity of intestinal progenitors. Nature. 2016;531(7592):53–8.CrossRefPubMedPubMedCentral
16.
Zurück zum Zitat Wang D, Fu L, Ning W, Guo L, Sun X, Dey SK, Chaturvedi R, Wilson KT, DuBois RN. Peroxisome proliferator-activated receptor δ promotes colonic inflammation and tumor growth. Proc Natl Acad Sci USA. 2014;111(19):7084–9.CrossRefPubMedPubMedCentral Wang D, Fu L, Ning W, Guo L, Sun X, Dey SK, Chaturvedi R, Wilson KT, DuBois RN. Peroxisome proliferator-activated receptor δ promotes colonic inflammation and tumor growth. Proc Natl Acad Sci USA. 2014;111(19):7084–9.CrossRefPubMedPubMedCentral
17.
Zurück zum Zitat Colussi D, Brandi G, Bazzoli F, Ricciardiello L. Molecular pathways involved in colorectal cancer: implications for disease behavior and prevention. Int J Mol Sci. 2013;14(8):16365–85.CrossRefPubMedPubMedCentral Colussi D, Brandi G, Bazzoli F, Ricciardiello L. Molecular pathways involved in colorectal cancer: implications for disease behavior and prevention. Int J Mol Sci. 2013;14(8):16365–85.CrossRefPubMedPubMedCentral
18.
Zurück zum Zitat Kocarnik JM, Shiovitz S, Phipps AI. Molecular phenotypes of colorectal cancer and potential clinical applications. Gastroenterol Rep (Oxf). 2015;3(4):269–76. Kocarnik JM, Shiovitz S, Phipps AI. Molecular phenotypes of colorectal cancer and potential clinical applications. Gastroenterol Rep (Oxf). 2015;3(4):269–76.
19.
Zurück zum Zitat Kudryavtseva AV, Lipatova AV, Zaretsky AR, Snezhkina AV, Kaprin AD, Alekseev BY. Important molecular genetic markers of colorectal cancer. Oncotarget. 2016;7(33):53959–83.PubMedPubMedCentral Kudryavtseva AV, Lipatova AV, Zaretsky AR, Snezhkina AV, Kaprin AD, Alekseev BY. Important molecular genetic markers of colorectal cancer. Oncotarget. 2016;7(33):53959–83.PubMedPubMedCentral
20.
Zurück zum Zitat Ogino S, Brahmandam M, Cantor M, Namgyal C, Kawasaki T, Kirkner G, Meyerhardt JA, Loda M, Fuchs CS. Distinct molecular features of colorectal carcinoma with signet ring cell component and colorectal carcinoma with mucinous component. Mod Pathol. 2006;19(1):59–68.CrossRefPubMed Ogino S, Brahmandam M, Cantor M, Namgyal C, Kawasaki T, Kirkner G, Meyerhardt JA, Loda M, Fuchs CS. Distinct molecular features of colorectal carcinoma with signet ring cell component and colorectal carcinoma with mucinous component. Mod Pathol. 2006;19(1):59–68.CrossRefPubMed
21.
Zurück zum Zitat Ogino S, Odze RD, Kawasaki T, Brahmandam M, Kirkner GJ, Laird PW, Loda M, Fuchs CS. Correlation of pathologic features with CpG island methylator phenotype (CIMP) by quantitative DNA methylation analysis in colorectal carcinoma. Am J Surg Pathol. 2006;30(9):1175–83.CrossRefPubMed Ogino S, Odze RD, Kawasaki T, Brahmandam M, Kirkner GJ, Laird PW, Loda M, Fuchs CS. Correlation of pathologic features with CpG island methylator phenotype (CIMP) by quantitative DNA methylation analysis in colorectal carcinoma. Am J Surg Pathol. 2006;30(9):1175–83.CrossRefPubMed
22.
Zurück zum Zitat Ogino S, Kawasaki T, Ogawa A, Kirkner GJ, Loda M, Fuchs CS. Fatty acid synthase overexpression in colorectal cancer is associated with microsatellite instability, independent of CpG island methylator phenotype. Hum Pathol. 2007;38(6):842–9.CrossRefPubMed Ogino S, Kawasaki T, Ogawa A, Kirkner GJ, Loda M, Fuchs CS. Fatty acid synthase overexpression in colorectal cancer is associated with microsatellite instability, independent of CpG island methylator phenotype. Hum Pathol. 2007;38(6):842–9.CrossRefPubMed
23.
Zurück zum Zitat Haydon AMM, Jass JR. Emerging pathways in colorectal-cancer development. Lancet Oncol. 2002;3(2):83–8.CrossRefPubMed Haydon AMM, Jass JR. Emerging pathways in colorectal-cancer development. Lancet Oncol. 2002;3(2):83–8.CrossRefPubMed
24.
Zurück zum Zitat Rossi S, Graner E, Febbo P, Weinstein L, Bhattacharya N, Onody T, Bubley G, Balk S, Loda M. Fatty acid synthase expression defines distinct molecular signatures in prostate cancer. Mol Cancer Res. 2003;1(10):707–15.PubMed Rossi S, Graner E, Febbo P, Weinstein L, Bhattacharya N, Onody T, Bubley G, Balk S, Loda M. Fatty acid synthase expression defines distinct molecular signatures in prostate cancer. Mol Cancer Res. 2003;1(10):707–15.PubMed
25.
Zurück zum Zitat Kuhajda FP. Fatty acid synthase and cancer: new application of an old pathway. Cancer Res. 2006;66(12):5977–80.CrossRefPubMed Kuhajda FP. Fatty acid synthase and cancer: new application of an old pathway. Cancer Res. 2006;66(12):5977–80.CrossRefPubMed
26.
Zurück zum Zitat Rashid A, Pizer ES, Moga M, Milgraum LZ, Zahurak M, Pasternack GR, Kuhajda FP, Hamilton SR. Elevated expression of fatty acid synthase and fatty acid synthetic activity in colorectal neoplasia. Am J Pathol. 1997;150(1):201–8.PubMedPubMedCentral Rashid A, Pizer ES, Moga M, Milgraum LZ, Zahurak M, Pasternack GR, Kuhajda FP, Hamilton SR. Elevated expression of fatty acid synthase and fatty acid synthetic activity in colorectal neoplasia. Am J Pathol. 1997;150(1):201–8.PubMedPubMedCentral
27.
Zurück zum Zitat Luque-Garcia JL, Martinez-Torrecuadrada JL, Epifano C, Canamero M, Babel I, Casal JI. Differential protein expression on the cell surface of colorectal cancer cells associated to tumor metastasis. Proteomics. 2010;10(5):940–52.PubMed Luque-Garcia JL, Martinez-Torrecuadrada JL, Epifano C, Canamero M, Babel I, Casal JI. Differential protein expression on the cell surface of colorectal cancer cells associated to tumor metastasis. Proteomics. 2010;10(5):940–52.PubMed
28.
Zurück zum Zitat Carvalho MA, Zecchin KG, Seguin F, Bastos DC, Agostini M, Rangel AL, Veiga SS, Raposo HF, Oliveira HC, Loda M, Coletta RD, Graner E. Fatty acid synthase inhibition with Orlistat promotes apoptosis and reduces cell growth and lymph node metastasis in a mouse melanoma model. Int J Cancer. 2008;123(11):2557–65.CrossRefPubMed Carvalho MA, Zecchin KG, Seguin F, Bastos DC, Agostini M, Rangel AL, Veiga SS, Raposo HF, Oliveira HC, Loda M, Coletta RD, Graner E. Fatty acid synthase inhibition with Orlistat promotes apoptosis and reduces cell growth and lymph node metastasis in a mouse melanoma model. Int J Cancer. 2008;123(11):2557–65.CrossRefPubMed
29.
Zurück zum Zitat Murata S, Yanagisawa K, Fukunaga K, Oda T, Kobayashi A, Sasaki R, Ohkohchi N. Fatty acid synthase inhibitor cerulenin suppresses liver metastasis of colon cancer in mice. Cancer Sci. 2010;101(8):1861–5.CrossRefPubMed Murata S, Yanagisawa K, Fukunaga K, Oda T, Kobayashi A, Sasaki R, Ohkohchi N. Fatty acid synthase inhibitor cerulenin suppresses liver metastasis of colon cancer in mice. Cancer Sci. 2010;101(8):1861–5.CrossRefPubMed
30.
Zurück zum Zitat Slattery ML, Curtin K, Anderson K, Ma KN, Ballard L, Edwards S, Schaffer D, Potter J, Leppert M, Samowitz WS. Associations between cigarette smoking, lifestyle factors, and microsatellite instability in colon tumors. J Natl Cancer Inst. 2000;92(22):1831–6.CrossRefPubMed Slattery ML, Curtin K, Anderson K, Ma KN, Ballard L, Edwards S, Schaffer D, Potter J, Leppert M, Samowitz WS. Associations between cigarette smoking, lifestyle factors, and microsatellite instability in colon tumors. J Natl Cancer Inst. 2000;92(22):1831–6.CrossRefPubMed
31.
Zurück zum Zitat Satia JA, Keku T, Galanko JA, Martin C, Doctolero RT, Tajima A, Sandler RS, Carethers JM. Diet, lifestyle, and genomic instability in the North Carolina Colon Cancer Study. Cancer Epidemiol Biomarkers Prev. 2005;14(2):429–36.CrossRefPubMed Satia JA, Keku T, Galanko JA, Martin C, Doctolero RT, Tajima A, Sandler RS, Carethers JM. Diet, lifestyle, and genomic instability in the North Carolina Colon Cancer Study. Cancer Epidemiol Biomarkers Prev. 2005;14(2):429–36.CrossRefPubMed
32.
Zurück zum Zitat Campbell PT, Jacobs ET, Ulrich CM, Figueiredo JC, Poynter JN, McLaughlin JR, Haile RW, Jacobs EJ, Newcomb PA, Potter JD, Le ML, Green RC, Parfrey P, Younghusband HB, Cotterchio M, Gallinger S, Jenkins MA, Hopper JL, Baron JA, Thibodeau SN, Lindor NM, Limburg PJ, Martinez ME, Family CC, Colon Cancer Family R. Case-control study of overweight, obesity, and colorectal cancer risk, overall and by tumor microsatellite instability status. J Natl Cancer Inst. 2010;102(6):391–400.CrossRefPubMedPubMedCentral Campbell PT, Jacobs ET, Ulrich CM, Figueiredo JC, Poynter JN, McLaughlin JR, Haile RW, Jacobs EJ, Newcomb PA, Potter JD, Le ML, Green RC, Parfrey P, Younghusband HB, Cotterchio M, Gallinger S, Jenkins MA, Hopper JL, Baron JA, Thibodeau SN, Lindor NM, Limburg PJ, Martinez ME, Family CC, Colon Cancer Family R. Case-control study of overweight, obesity, and colorectal cancer risk, overall and by tumor microsatellite instability status. J Natl Cancer Inst. 2010;102(6):391–400.CrossRefPubMedPubMedCentral
33.
Zurück zum Zitat Hughes LA, Williamson EJ, van Engeland M, Jenkins MA, Giles GG, Hopper JL, Southey MC, Young JP, Buchanan DD, Walsh MD, van den Brandt PA, Alexandra Goldbohm R, Weijenberg MP, English DR. Body size and risk for colorectal cancers showing BRAF mutations or microsatellite instability: a pooled analysis. Int J Epidemiol. 2012;41(4):1060–72.CrossRefPubMed Hughes LA, Williamson EJ, van Engeland M, Jenkins MA, Giles GG, Hopper JL, Southey MC, Young JP, Buchanan DD, Walsh MD, van den Brandt PA, Alexandra Goldbohm R, Weijenberg MP, English DR. Body size and risk for colorectal cancers showing BRAF mutations or microsatellite instability: a pooled analysis. Int J Epidemiol. 2012;41(4):1060–72.CrossRefPubMed
34.
Zurück zum Zitat Hoffmeister M, Blaker H, Kloor M, Roth W, Toth C, Herpel E, Frank B, Schirmacher P, Chang-Claude J, Brenner H. Body mass index and microsatellite instability in colorectal cancer: a population-based study. Cancer Epidemiol Biomarkers Prev. 2013;22(12):2303–11.CrossRefPubMed Hoffmeister M, Blaker H, Kloor M, Roth W, Toth C, Herpel E, Frank B, Schirmacher P, Chang-Claude J, Brenner H. Body mass index and microsatellite instability in colorectal cancer: a population-based study. Cancer Epidemiol Biomarkers Prev. 2013;22(12):2303–11.CrossRefPubMed
35.
Zurück zum Zitat Hanyuda A, Ogino S, Rong Qian Z, Nishihara R, Song M, Mima K, Inamura K, Masugi Y, Wu K, Meyerhardt JA, Chan AT, Fuchs CS, Giovannucci EL, Cao Y. Body mass index and risk of colorectal cancer according to tumor lymphocytic infiltrate. Int J Cancer. 2016;139:854–68.CrossRefPubMed Hanyuda A, Ogino S, Rong Qian Z, Nishihara R, Song M, Mima K, Inamura K, Masugi Y, Wu K, Meyerhardt JA, Chan AT, Fuchs CS, Giovannucci EL, Cao Y. Body mass index and risk of colorectal cancer according to tumor lymphocytic infiltrate. Int J Cancer. 2016;139:854–68.CrossRefPubMed
36.
Zurück zum Zitat Kuchiba A, Morikawa T, Yamauchi M, Imamura Y, Liao X, Chan AT, Meyerhardt JA, Giovannucci E, Fuchs CS, Ogino S. Body mass index and risk of colorectal cancer according to fatty acid synthase expression in the Nurses’ Health Study. J Natl Cancer Inst. 2012;104(5):415–20.CrossRefPubMedPubMedCentral Kuchiba A, Morikawa T, Yamauchi M, Imamura Y, Liao X, Chan AT, Meyerhardt JA, Giovannucci E, Fuchs CS, Ogino S. Body mass index and risk of colorectal cancer according to fatty acid synthase expression in the Nurses’ Health Study. J Natl Cancer Inst. 2012;104(5):415–20.CrossRefPubMedPubMedCentral
37.
Zurück zum Zitat Ogino S, Chan AT, Fuchs CS, Giovannucci E. Molecular pathological epidemiology of colorectal neoplasia: an emerging transdisciplinary and interdisciplinary field. Gut. 2011;60(3):397–411.CrossRefPubMed Ogino S, Chan AT, Fuchs CS, Giovannucci E. Molecular pathological epidemiology of colorectal neoplasia: an emerging transdisciplinary and interdisciplinary field. Gut. 2011;60(3):397–411.CrossRefPubMed
38.
Zurück zum Zitat Ogino S, Lochhead P, Chan AT, Nishihara R, Cho E, Wolpin BM, Meyerhardt JA, Meissner A, Schernhammer ES, Fuchs CS, Giovannucci E. Molecular pathological epidemiology of epigenetics: emerging integrative science to analyze environment, host, and disease. Mod Pathol. 2013;26(4):465–84.CrossRefPubMedPubMedCentral Ogino S, Lochhead P, Chan AT, Nishihara R, Cho E, Wolpin BM, Meyerhardt JA, Meissner A, Schernhammer ES, Fuchs CS, Giovannucci E. Molecular pathological epidemiology of epigenetics: emerging integrative science to analyze environment, host, and disease. Mod Pathol. 2013;26(4):465–84.CrossRefPubMedPubMedCentral
39.
Zurück zum Zitat Ogino S, Campbell PT, Nishihara R, Phipps AI, Beck AH, Sherman ME, Chan AT, Troester MA, Bass AJ, Fitzgerald KC, Irizarry RA, Kelsey KT, Nan H, Peters U, Poole EM, Qian ZR, Tamimi RM, Tchetgen Tchetgen EJ, Tworoger SS, Zhang X, Giovannucci EL, van den Brandt PA, Rosner BA, Wang M, Chatterjee N, Begg CB. Proceedings of the second international molecular pathological epidemiology (MPE) meeting. Cancer Causes Control. 2015;26(7):959–72.CrossRefPubMedPubMedCentral Ogino S, Campbell PT, Nishihara R, Phipps AI, Beck AH, Sherman ME, Chan AT, Troester MA, Bass AJ, Fitzgerald KC, Irizarry RA, Kelsey KT, Nan H, Peters U, Poole EM, Qian ZR, Tamimi RM, Tchetgen Tchetgen EJ, Tworoger SS, Zhang X, Giovannucci EL, van den Brandt PA, Rosner BA, Wang M, Chatterjee N, Begg CB. Proceedings of the second international molecular pathological epidemiology (MPE) meeting. Cancer Causes Control. 2015;26(7):959–72.CrossRefPubMedPubMedCentral
40.
Zurück zum Zitat Hamada T, Keum N, Nishihara R, Ogino S. Molecular pathological epidemiology: new developing frontiers of big data science to study etiologies and pathogenesis. J Gastroenterol. 2017;52(3):265–75.CrossRefPubMed Hamada T, Keum N, Nishihara R, Ogino S. Molecular pathological epidemiology: new developing frontiers of big data science to study etiologies and pathogenesis. J Gastroenterol. 2017;52(3):265–75.CrossRefPubMed
41.
Zurück zum Zitat Rimm EB, Giovannucci EL, Willett WC, Colditz GA, Ascherio A, Rosner B, Stampfer MJ. Prospective study of alcohol consumption and risk of coronary disease in men. Lancet. 1991;338(8765):464–8.CrossRefPubMed Rimm EB, Giovannucci EL, Willett WC, Colditz GA, Ascherio A, Rosner B, Stampfer MJ. Prospective study of alcohol consumption and risk of coronary disease in men. Lancet. 1991;338(8765):464–8.CrossRefPubMed
42.
Zurück zum Zitat Colditz GA, Manson JE, Hankinson SE. The Nurses’ Health Study: 20-year contribution to the understanding of health among women. J Women’s Heal. 1997;6(1):49–62.CrossRef Colditz GA, Manson JE, Hankinson SE. The Nurses’ Health Study: 20-year contribution to the understanding of health among women. J Women’s Heal. 1997;6(1):49–62.CrossRef
43.
Zurück zum Zitat Rimm EB, Stampfer MJ, Colditz GA, Chute CG, Litin LB, Willett WC. Validity of self-reported waist and hip circumferences in men and women. Epidemiology. 1990;1(6):466–73.CrossRefPubMed Rimm EB, Stampfer MJ, Colditz GA, Chute CG, Litin LB, Willett WC. Validity of self-reported waist and hip circumferences in men and women. Epidemiology. 1990;1(6):466–73.CrossRefPubMed
44.
Zurück zum Zitat World Health Organization. Obesity: preventing and managing the global epidemic. Report of a WHO consultation. World Health Organ Tech Rep Ser. 2000;894:1–12, 1–253. World Health Organization. Obesity: preventing and managing the global epidemic. Report of a WHO consultation. World Health Organ Tech Rep Ser. 2000;894:1–12, 1–253.
45.
Zurück zum Zitat World Health Organization Classification of Tumours of the Digestive System. Lyon: International Agency for Research on Cancer (IARC); 2010. p. 134–146. World Health Organization Classification of Tumours of the Digestive System. Lyon: International Agency for Research on Cancer (IARC); 2010. p. 134–146.
46.
Zurück zum Zitat Ogino S, Nosho K, Kirkner GJ, Kawasaki T, Meyerhardt JA, Loda M, Giovannucci EL, Fuchs CS. CpG island methylator phenotype, microsatellite instability, BRAF mutation and clinical outcome in colon cancer. Gut. 2009;58(1):90–6.CrossRefPubMed Ogino S, Nosho K, Kirkner GJ, Kawasaki T, Meyerhardt JA, Loda M, Giovannucci EL, Fuchs CS. CpG island methylator phenotype, microsatellite instability, BRAF mutation and clinical outcome in colon cancer. Gut. 2009;58(1):90–6.CrossRefPubMed
47.
Zurück zum Zitat Wang M, Spiegelman D, Kuchiba A, Lochhead P, Kim S, Chan AT, Poole EM, Tamimi R, Tworoger SS, Giovannucci E, Rosner B, Ogino S. Statistical methods for studying disease subtype heterogeneity. Stat Med. 2016;35(5):782–800.CrossRefPubMed Wang M, Spiegelman D, Kuchiba A, Lochhead P, Kim S, Chan AT, Poole EM, Tamimi R, Tworoger SS, Giovannucci E, Rosner B, Ogino S. Statistical methods for studying disease subtype heterogeneity. Stat Med. 2016;35(5):782–800.CrossRefPubMed
48.
Zurück zum Zitat Cao Y, Nishihara R, Qian ZR, Song M, Mima K, Inamura K, Nowak JA, Drew DA, Lochhead P, Nosho K, Morikawa T, Zhang X, Wu K, Wang M, Garrett WS, Giovannucci EL, Fuchs CS, Chan AT, Ogino S. Regular aspirin use associates with lower risk of colorectal cancers with low numbers of tumor-infiltrating lymphocytes. Gastroenterology. 2016;151(5):879–92.CrossRefPubMed Cao Y, Nishihara R, Qian ZR, Song M, Mima K, Inamura K, Nowak JA, Drew DA, Lochhead P, Nosho K, Morikawa T, Zhang X, Wu K, Wang M, Garrett WS, Giovannucci EL, Fuchs CS, Chan AT, Ogino S. Regular aspirin use associates with lower risk of colorectal cancers with low numbers of tumor-infiltrating lymphocytes. Gastroenterology. 2016;151(5):879–92.CrossRefPubMed
49.
Zurück zum Zitat Song M, Nishihara R, Wang M, Chan AT, Qian ZR, Inamura K, Zhang X, Ng K, Kim SA, Mima K, Sukawa Y, Nosho K, Fuchs CS, Giovannucci EL, Wu K, Ogino S. Plasma 25-hydroxyvitamin D and colorectal cancer risk according to tumour immunity status. Gut. 2016;65(2):296–304.CrossRefPubMed Song M, Nishihara R, Wang M, Chan AT, Qian ZR, Inamura K, Zhang X, Ng K, Kim SA, Mima K, Sukawa Y, Nosho K, Fuchs CS, Giovannucci EL, Wu K, Ogino S. Plasma 25-hydroxyvitamin D and colorectal cancer risk according to tumour immunity status. Gut. 2016;65(2):296–304.CrossRefPubMed
50.
Zurück zum Zitat Aleman JO, Eusebi LH, Ricciardiello L, Patidar K, Sanyal AJ, Holt PR. Mechanisms of obesity-induced gastrointestinal neoplasia. Gastroenterology. 2014;146(2):357–73.CrossRefPubMed Aleman JO, Eusebi LH, Ricciardiello L, Patidar K, Sanyal AJ, Holt PR. Mechanisms of obesity-induced gastrointestinal neoplasia. Gastroenterology. 2014;146(2):357–73.CrossRefPubMed
51.
Zurück zum Zitat Hagland HR, Soreide K. Cellular metabolism in colorectal carcinogenesis: influence of lifestyle, gut microbiome and metabolic pathways. Cancer Lett. 2015;356(2 Pt A):273–80.CrossRefPubMed Hagland HR, Soreide K. Cellular metabolism in colorectal carcinogenesis: influence of lifestyle, gut microbiome and metabolic pathways. Cancer Lett. 2015;356(2 Pt A):273–80.CrossRefPubMed
52.
Zurück zum Zitat Renehan AG, Zwahlen M, Egger M. Adiposity and cancer risk: new mechanistic insights from epidemiology. Nat Rev Cancer. 2015;15(8):484–98.CrossRefPubMed Renehan AG, Zwahlen M, Egger M. Adiposity and cancer risk: new mechanistic insights from epidemiology. Nat Rev Cancer. 2015;15(8):484–98.CrossRefPubMed
53.
Zurück zum Zitat Hughes LA, Simons CC, van den Brandt PA, Goldbohm RA, de Goeij AF, de Bruine AP, van Engeland M, Weijenberg MP. Body size, physical activity and risk of colorectal cancer with or without the CpG island methylator phenotype (CIMP). PLoS ONE. 2011;6(4):e18571.CrossRefPubMedPubMedCentral Hughes LA, Simons CC, van den Brandt PA, Goldbohm RA, de Goeij AF, de Bruine AP, van Engeland M, Weijenberg MP. Body size, physical activity and risk of colorectal cancer with or without the CpG island methylator phenotype (CIMP). PLoS ONE. 2011;6(4):e18571.CrossRefPubMedPubMedCentral
54.
56.
Zurück zum Zitat Buron Pust A, Alison R, Blanks R, Pirie K, Gaitskell K, Barnes I, Gathani T, Reeves G, Beral V, Green J. Heterogeneity of colorectal cancer risk by tumour characteristics: large prospective study of UK women. Int J Cancer. 2017;140(5):1082–90.CrossRefPubMedPubMedCentral Buron Pust A, Alison R, Blanks R, Pirie K, Gaitskell K, Barnes I, Gathani T, Reeves G, Beral V, Green J. Heterogeneity of colorectal cancer risk by tumour characteristics: large prospective study of UK women. Int J Cancer. 2017;140(5):1082–90.CrossRefPubMedPubMedCentral
57.
Zurück zum Zitat Mihaylova MM, Sabatini DM, Yilmaz OH. Dietary and metabolic control of stem cell function in physiology and cancer. Cell Stem Cell. 2014;14(3):292–305.CrossRefPubMedPubMedCentral Mihaylova MM, Sabatini DM, Yilmaz OH. Dietary and metabolic control of stem cell function in physiology and cancer. Cell Stem Cell. 2014;14(3):292–305.CrossRefPubMedPubMedCentral
58.
Zurück zum Zitat Tomasetti C, Vogelstein B. Cancer etiology. Variation in cancer risk among tissues can be explained by the number of stem cell divisions. Science (80-). 2015;347(6217):78–81.CrossRef Tomasetti C, Vogelstein B. Cancer etiology. Variation in cancer risk among tissues can be explained by the number of stem cell divisions. Science (80-). 2015;347(6217):78–81.CrossRef
59.
Zurück zum Zitat Wu S, Powers S, Zhu W, Hannun YA. Substantial contribution of extrinsic risk factors to cancer development. Nature. 2016;529(7584):43–7.CrossRefPubMed Wu S, Powers S, Zhu W, Hannun YA. Substantial contribution of extrinsic risk factors to cancer development. Nature. 2016;529(7584):43–7.CrossRefPubMed
60.
Zurück zum Zitat Uddin S, Hussain AR, Ahmed M, Abubaker J, Al-Sanea N, Abduljabbar A, Ashari LH, Alhomoud S, Al-Dayel F, Bavi P, Al-Kuraya KS. High prevalence of fatty acid synthase expression in colorectal cancers in Middle Eastern patients and its potential role as a therapeutic target. Am J Gastroenterol. 2009;104(7):1790–801.CrossRefPubMed Uddin S, Hussain AR, Ahmed M, Abubaker J, Al-Sanea N, Abduljabbar A, Ashari LH, Alhomoud S, Al-Dayel F, Bavi P, Al-Kuraya KS. High prevalence of fatty acid synthase expression in colorectal cancers in Middle Eastern patients and its potential role as a therapeutic target. Am J Gastroenterol. 2009;104(7):1790–801.CrossRefPubMed
61.
Zurück zum Zitat Zaidi N, Lupien L, Kuemmerle NB, Kinlaw WB, Swinnen JV, Smans K. Lipogenesis and lipolysis: the pathways exploited by the cancer cells to acquire fatty acids. Prog Lipid Res. 2013;52(4):585–9.CrossRefPubMedPubMedCentral Zaidi N, Lupien L, Kuemmerle NB, Kinlaw WB, Swinnen JV, Smans K. Lipogenesis and lipolysis: the pathways exploited by the cancer cells to acquire fatty acids. Prog Lipid Res. 2013;52(4):585–9.CrossRefPubMedPubMedCentral
62.
Zurück zum Zitat Ogino S, Nishihara R, VanderWeele TJ, Wang M, Nishi A, Lochhead P, Qian ZR, Zhang X, Wu K, Nan H, Yoshida K, Milner DA Jr, Chan AT, Field AE, Camargo CA Jr, Williams MA, Giovannucci EL. Review article: the role of molecular pathological epidemiology in the study of neoplastic and non-neoplastic diseases in the era of precision medicine. Epidemiology. 2016;27(4):602–11.CrossRefPubMedPubMedCentral Ogino S, Nishihara R, VanderWeele TJ, Wang M, Nishi A, Lochhead P, Qian ZR, Zhang X, Wu K, Nan H, Yoshida K, Milner DA Jr, Chan AT, Field AE, Camargo CA Jr, Williams MA, Giovannucci EL. Review article: the role of molecular pathological epidemiology in the study of neoplastic and non-neoplastic diseases in the era of precision medicine. Epidemiology. 2016;27(4):602–11.CrossRefPubMedPubMedCentral
63.
Zurück zum Zitat Ikram MA, van der Lugt A, Niessen WJ, Koudstaal PJ, Krestin GP, Hofman A, Bos D, Vernooij MW. The Rotterdam Scan Study: design update 2016 and main findings. Eur J Epidemiol. 2015;30(12):1299–315.CrossRefPubMedPubMedCentral Ikram MA, van der Lugt A, Niessen WJ, Koudstaal PJ, Krestin GP, Hofman A, Bos D, Vernooij MW. The Rotterdam Scan Study: design update 2016 and main findings. Eur J Epidemiol. 2015;30(12):1299–315.CrossRefPubMedPubMedCentral
64.
Zurück zum Zitat Nishihara R, VanderWeele TJ, Shibuya K, Mittleman MA, Wang M, Field AE, Giovannucci E, Lochhead P, Ogino S. Molecular pathological epidemiology gives clues to paradoxical findings. Eur J Epidemiol. 2015;30(10):1129–35.CrossRefPubMedPubMedCentral Nishihara R, VanderWeele TJ, Shibuya K, Mittleman MA, Wang M, Field AE, Giovannucci E, Lochhead P, Ogino S. Molecular pathological epidemiology gives clues to paradoxical findings. Eur J Epidemiol. 2015;30(10):1129–35.CrossRefPubMedPubMedCentral
65.
Zurück zum Zitat Snijder MB, van Dam RM, Visser M, Seidell JC. What aspects of body fat are particularly hazardous and how do we measure them? Int J Epidemiol. 2006;35(1):83–92.CrossRefPubMed Snijder MB, van Dam RM, Visser M, Seidell JC. What aspects of body fat are particularly hazardous and how do we measure them? Int J Epidemiol. 2006;35(1):83–92.CrossRefPubMed
Metadaten
Titel
Body mass index and risk of colorectal carcinoma subtypes classified by tumor differentiation status
verfasst von
Akiko Hanyuda
Yin Cao
Tsuyoshi Hamada
Jonathan A. Nowak
Zhi Rong Qian
Yohei Masugi
Annacarolina da Silva
Li Liu
Keisuke Kosumi
Thing Rinda Soong
Iny Jhun
Kana Wu
Xuehong Zhang
Mingyang Song
Jeffrey A. Meyerhardt
Andrew T. Chan
Charles S. Fuchs
Edward L. Giovannucci
Shuji Ogino
Reiko Nishihara
Publikationsdatum
16.05.2017
Verlag
Springer Netherlands
Erschienen in
European Journal of Epidemiology / Ausgabe 5/2017
Print ISSN: 0393-2990
Elektronische ISSN: 1573-7284
DOI
https://doi.org/10.1007/s10654-017-0254-y

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