Skip to main content
Top
Published in: Journal of Cancer Research and Clinical Oncology 9/2015

01-09-2015 | Original Article – Cancer Research

Association between co-inhibitory molecule gene tagging single nucleotide polymorphisms and the risk of colorectal cancer in Chinese

Authors: Jie Ge, Lin Zhu, Junde Zhou, Guangxiao Li, Ye Li, Shuying Li, Zhiwei Wu, Jiesheng Rong, Huiping Yuan, Yanhong Liu, Qiang Chi, Daxun Piao, Yashuang Zhao, Binbin Cui

Published in: Journal of Cancer Research and Clinical Oncology | Issue 9/2015

Login to get access

Abstract

Purpose

T lymphocyte immune responses are controlled by both co-stimulatory and co-inhibitory signaling through T cell co-receptors. Cytotoxic T lymphocyte antigen-4 (CTLA-4), programmed death 1 (PD-1) and B and T lymphocyte attenuator (BTLA) are all co-inhibitory molecules that negatively regulate the activation of T cells. In this study, we investigated the relationship between ten tagging SNPs in three co-inhibitory molecule genes and colorectal cancer (CRC).

Methods

We conducted a hospital-based case–control study consisting of 601 cases with CRC and 627 CRC-free individuals from the Heilongjiang Province of China.

Results

The rs7421861 CT genotype was significantly associated with the risk of colorectal cancer compared to the wild-type TT genotype (adjusted OR 1.314, 95 % CI 1.012–1.706, P = 0.041). The rs2705535 TT genotype was associated with the risk of rectal cancer [OR 1.819 (1.093–3.027), P = 0.021]. There was statistical interaction between the PD-1/rs2227982 (CT + TT) genotypes and high seafood intake (>once/week), as well as the CTLA-4/rs231777 variant and high pungent food intake (>3 times/week). The AG + AA genotypes of CTLA-4/rs3087243 statistically and antagonistically interacted with soybeans, pork and alcohol intake and were associated with CRC risk. Analogously, BTLA/rs1844089 interacted with pork intake, PD-1/rs7421861 with beef and lamb consumption and PD-1/rs6710479 with barbecue consumption. Haplotype G-C-G-A-T-T-A was significantly associated with CRC risk (OR 1.221 P = 0.034).

Conclusions

These data indicate potential associations between BTLA and PD-1 polymorphisms and CRC susceptibility. Additionally, the three co-inhibitory molecule gene SNPs have environmental interactions associated with CRC risk.
Appendix
Available only for authorised users
Literature
go back to reference Brooks PJ, Theruvathu JA (2005) DNA adducts from acetaldehyde: implications for alcohol-related carcinogenesis. Alcohol 35(3):187–193CrossRefPubMed Brooks PJ, Theruvathu JA (2005) DNA adducts from acetaldehyde: implications for alcohol-related carcinogenesis. Alcohol 35(3):187–193CrossRefPubMed
go back to reference Brunet JF, Denizot F, Luciani MF, Roux-Dosseto M, Suzan M, Mattei MG, Golstein P (1987) A new member of the immunoglobulin superfamily–CTLA-4. Nature 328(6127):267–270. doi:10.1038/328267a0 CrossRefPubMed Brunet JF, Denizot F, Luciani MF, Roux-Dosseto M, Suzan M, Mattei MG, Golstein P (1987) A new member of the immunoglobulin superfamily–CTLA-4. Nature 328(6127):267–270. doi:10.​1038/​328267a0 CrossRefPubMed
go back to reference Cheng KF, Lee JY (2012) Assessing the joint effect of population stratification and sample selection in studies of gene–gene (environment) interactions. BMC Genet 13:5PubMedCentralCrossRefPubMed Cheng KF, Lee JY (2012) Assessing the joint effect of population stratification and sample selection in studies of gene–gene (environment) interactions. BMC Genet 13:5PubMedCentralCrossRefPubMed
go back to reference Cooper K, Squires H, Carroll C, Papaioannou D, Booth A, Logan RF, Maguire C, Hind D, Tappenden P (2010) Chemoprevention of colorectal cancer: systematic review and economic evaluation. Health Technol Assess 14(32):1–206. doi:10.3310/hta14320 CrossRef Cooper K, Squires H, Carroll C, Papaioannou D, Booth A, Logan RF, Maguire C, Hind D, Tappenden P (2010) Chemoprevention of colorectal cancer: systematic review and economic evaluation. Health Technol Assess 14(32):1–206. doi:10.​3310/​hta14320 CrossRef
go back to reference Desmet FO, Hamroun D, Lalande M, Collod-Beroud G, Claustres M, Beroud C (2009) Human Splicing Finder: an online bioinformatics tool to predict splicing signals. Nucleic Acids Res 37(9):e67PubMedCentralCrossRefPubMed Desmet FO, Hamroun D, Lalande M, Collod-Beroud G, Claustres M, Beroud C (2009) Human Splicing Finder: an online bioinformatics tool to predict splicing signals. Nucleic Acids Res 37(9):e67PubMedCentralCrossRefPubMed
go back to reference Droeser RA, Hirt C, Viehl CT, Frey DM, Nebiker C, Huber X, Zlobec I, Eppenberger-Castori S, Tzankov A, Rosso R, Zuber M, Muraro MG, Amicarella F, Cremonesi E, Heberer M, Iezzi G, Lugli A, Terracciano L, Sconocchia G, Oertli D, Spagnoli GC, Tornillo L (2013) Clinical impact of programmed cell death ligand 1 expression in colorectal cancer. Eur J Cancer 49(9):2233–2242CrossRefPubMed Droeser RA, Hirt C, Viehl CT, Frey DM, Nebiker C, Huber X, Zlobec I, Eppenberger-Castori S, Tzankov A, Rosso R, Zuber M, Muraro MG, Amicarella F, Cremonesi E, Heberer M, Iezzi G, Lugli A, Terracciano L, Sconocchia G, Oertli D, Spagnoli GC, Tornillo L (2013) Clinical impact of programmed cell death ligand 1 expression in colorectal cancer. Eur J Cancer 49(9):2233–2242CrossRefPubMed
go back to reference Freeman GJ, Long AJ, Iwai Y, Bourque K, Chernova T, Nishimura H, Fitz LJ, Malenkovich N, Okazaki T, Byrne MC, Horton HF, Fouser L, Carter L, Ling V, Bowman MR, Carreno BM, Collins M, Wood CR, Honjo T (2000) Engagement of the PD-1 immunoinhibitory receptor by a novel B7 family member leads to negative regulation of lymphocyte activation. J Exp Med 192(7):1027–1034PubMedCentralCrossRefPubMed Freeman GJ, Long AJ, Iwai Y, Bourque K, Chernova T, Nishimura H, Fitz LJ, Malenkovich N, Okazaki T, Byrne MC, Horton HF, Fouser L, Carter L, Ling V, Bowman MR, Carreno BM, Collins M, Wood CR, Honjo T (2000) Engagement of the PD-1 immunoinhibitory receptor by a novel B7 family member leads to negative regulation of lymphocyte activation. J Exp Med 192(7):1027–1034PubMedCentralCrossRefPubMed
go back to reference Gao CM, Ding JH, Li SP, Liu YT, Cao HX, Wu JZ, Tang JH, Tajima K (2013) Polymorphisms in XRCC1 Gene, Alcohol drinking, and Risk of Colorectal Cancer: a case–control Study in Jiangsu Province of China. Asian Pac J Cancer Prev 14(11):6613–6618CrossRef Gao CM, Ding JH, Li SP, Liu YT, Cao HX, Wu JZ, Tang JH, Tajima K (2013) Polymorphisms in XRCC1 Gene, Alcohol drinking, and Risk of Colorectal Cancer: a case–control Study in Jiangsu Province of China. Asian Pac J Cancer Prev 14(11):6613–6618CrossRef
go back to reference García-Martínez C, Herrera F, Molina D, Sánchez AM (2008) Global and local real-coded genetic algorithms based on parent-centric crossover operators. Eur J Oper Res 185(3):1088–1113CrossRef García-Martínez C, Herrera F, Molina D, Sánchez AM (2008) Global and local real-coded genetic algorithms based on parent-centric crossover operators. Eur J Oper Res 185(3):1088–1113CrossRef
go back to reference Gribben JG, Freeman GJ, Boussiotis VA, Rennert P, Jellis CL, Greenfield E, Barber M, Restivo VA Jr, Ke X, Gray GS et al (1995) CTLA4 mediates antigen-specific apoptosis of human T cells. Proc Natl Acad Sci U S A 92(3):811–815PubMedCentralCrossRefPubMed Gribben JG, Freeman GJ, Boussiotis VA, Rennert P, Jellis CL, Greenfield E, Barber M, Restivo VA Jr, Ke X, Gray GS et al (1995) CTLA4 mediates antigen-specific apoptosis of human T cells. Proc Natl Acad Sci U S A 92(3):811–815PubMedCentralCrossRefPubMed
go back to reference Hallqvist JAA, Diderichsen F, Reuterwall C (1996) How to evaluate interaction between causes: a review of practices in cardiovascular epidemiology. J Intern Med 239(5):377–382CrossRefPubMed Hallqvist JAA, Diderichsen F, Reuterwall C (1996) How to evaluate interaction between causes: a review of practices in cardiovascular epidemiology. J Intern Med 239(5):377–382CrossRefPubMed
go back to reference Han J, Hankinson SE, Colditz GA, Hunter DJ (2004) Genetic variation in XRCC1, sun exposure, and risk of skin cancer. Br J Cancer 91(8):1604–1609PubMedCentralPubMed Han J, Hankinson SE, Colditz GA, Hunter DJ (2004) Genetic variation in XRCC1, sun exposure, and risk of skin cancer. Br J Cancer 91(8):1604–1609PubMedCentralPubMed
go back to reference Hoek JB, Pastorino JG (2002) Ethanol, oxidative stress, and cytokine-induced liver cell injury. Alcohol 27(1):63–68CrossRefPubMed Hoek JB, Pastorino JG (2002) Ethanol, oxidative stress, and cytokine-induced liver cell injury. Alcohol 27(1):63–68CrossRefPubMed
go back to reference Hosmer DW, Lemeshow S (1992) Confidence interval estimation of interaction. Epidemiology 3(5):452–456CrossRefPubMed Hosmer DW, Lemeshow S (1992) Confidence interval estimation of interaction. Epidemiology 3(5):452–456CrossRefPubMed
go back to reference Hua Z, Li D, Xiang G, Xu F, Jie G, Fu Z, Jie Z, Da P (2011) PD-1 polymorphisms are associated with sporadic breast cancer in Chinese Han population of Northeast China. Breast Cancer Res Treat 129(1):195–201. doi:10.1007/s10549-011-1440-3 CrossRefPubMed Hua Z, Li D, Xiang G, Xu F, Jie G, Fu Z, Jie Z, Da P (2011) PD-1 polymorphisms are associated with sporadic breast cancer in Chinese Han population of Northeast China. Breast Cancer Res Treat 129(1):195–201. doi:10.​1007/​s10549-011-1440-3 CrossRefPubMed
go back to reference Hurchla MA, Sedy JR, Gavrieli M, Drake CG, Murphy TL, Murphy KM (2005) B and T lymphocyte attenuator exhibits structural and expression polymorphisms and is highly Induced in anergic CD4+ T cells. J Immunol 174(6):3377–3385CrossRefPubMed Hurchla MA, Sedy JR, Gavrieli M, Drake CG, Murphy TL, Murphy KM (2005) B and T lymphocyte attenuator exhibits structural and expression polymorphisms and is highly Induced in anergic CD4+ T cells. J Immunol 174(6):3377–3385CrossRefPubMed
go back to reference Iwata A, Watanabe N, Oya Y, Owada T, Ikeda K, Suto A, Kagami S, Hirose K, Kanari H, Kawashima S, Nakayama T, Taniguchi M, Iwamoto I, Nakajima H (2010) Protective roles of B and T lymphocyte attenuator in NKT cell-mediated experimental hepatitis. J Immunol 184(1):127–133CrossRefPubMed Iwata A, Watanabe N, Oya Y, Owada T, Ikeda K, Suto A, Kagami S, Hirose K, Kanari H, Kawashima S, Nakayama T, Taniguchi M, Iwamoto I, Nakajima H (2010) Protective roles of B and T lymphocyte attenuator in NKT cell-mediated experimental hepatitis. J Immunol 184(1):127–133CrossRefPubMed
go back to reference Jassam N, Bell SM, Speirs V, Quirke P (2005) Loss of expression of oestrogen receptor beta in colon cancer and its association with Dukes’ staging. Oncol Rep 14(1):17–21PubMed Jassam N, Bell SM, Speirs V, Quirke P (2005) Loss of expression of oestrogen receptor beta in colon cancer and its association with Dukes’ staging. Oncol Rep 14(1):17–21PubMed
go back to reference Jonsson JJ, Foresman MD, Wilson N, McIvor RS (1992) Intron requirement for expression of the human purine nucleoside phosphorylase gene. Nucleic Acids Res 20(12):3191–3198PubMedCentralCrossRefPubMed Jonsson JJ, Foresman MD, Wilson N, McIvor RS (1992) Intron requirement for expression of the human purine nucleoside phosphorylase gene. Nucleic Acids Res 20(12):3191–3198PubMedCentralCrossRefPubMed
go back to reference Kallinich T, Beier KC, Wahn U, Stock P, Hamelmann E (2007) T-cell co-stimulatory molecules: their role in allergic immune reactions. Eur Respir J 29(6):1246–1255CrossRefPubMed Kallinich T, Beier KC, Wahn U, Stock P, Hamelmann E (2007) T-cell co-stimulatory molecules: their role in allergic immune reactions. Eur Respir J 29(6):1246–1255CrossRefPubMed
go back to reference Kesse E, Clavel-Chapelon F, Boutron-Ruault MC (2006) Dietary patterns and risk of colorectal tumors: a cohort of French women of the National Education System (E3N). Am J Epidemiol 164(11):1085–1093PubMedCentralCrossRefPubMed Kesse E, Clavel-Chapelon F, Boutron-Ruault MC (2006) Dietary patterns and risk of colorectal tumors: a cohort of French women of the National Education System (E3N). Am J Epidemiol 164(11):1085–1093PubMedCentralCrossRefPubMed
go back to reference Kuznetsov VA, Makalkin IA, Taylor MA, Perelson AS (1994) Nonlinear dynamics of immunogenic tumors: parameter estimation and global bifurcation analysis. Bull Math Biol 56(2):295–321CrossRefPubMed Kuznetsov VA, Makalkin IA, Taylor MA, Perelson AS (1994) Nonlinear dynamics of immunogenic tumors: parameter estimation and global bifurcation analysis. Bull Math Biol 56(2):295–321CrossRefPubMed
go back to reference Latchman Y, Wood CR, Chernova T, Chaudhary D, Borde M, Chernova I, Iwai Y, Long AJ, Brown JA, Nunes R, Greenfield EA, Bourque K, Boussiotis VA, Carter LL, Carreno BM, Malenkovich N, Nishimura H, Okazaki T, Honjo T, Sharpe AH, Freeman GJ (2001) PD-L2 is a second ligand for PD-1 and inhibits T cell activation. Nat Immunol 2(3):261–268. doi:10.1038/85330 CrossRefPubMed Latchman Y, Wood CR, Chernova T, Chaudhary D, Borde M, Chernova I, Iwai Y, Long AJ, Brown JA, Nunes R, Greenfield EA, Bourque K, Boussiotis VA, Carter LL, Carreno BM, Malenkovich N, Nishimura H, Okazaki T, Honjo T, Sharpe AH, Freeman GJ (2001) PD-L2 is a second ligand for PD-1 and inhibits T cell activation. Nat Immunol 2(3):261–268. doi:10.​1038/​85330 CrossRefPubMed
go back to reference Lechner D, Kallay E, Cross HS (2005) Phytoestrogens and colorectal cancer prevention. Vitam Horm 70:169–198CrossRefPubMed Lechner D, Kallay E, Cross HS (2005) Phytoestrogens and colorectal cancer prevention. Vitam Horm 70:169–198CrossRefPubMed
go back to reference Lee KM, Chuang E, Griffin M, Khattri R, Hong DK, Zhang W, Straus D, Samelson LE, Thompson CB, Bluestone JA (1998) Molecular basis of T cell inactivation by CTLA-4. Science 282(5397):2263–2266CrossRefPubMed Lee KM, Chuang E, Griffin M, Khattri R, Hong DK, Zhang W, Straus D, Samelson LE, Thompson CB, Bluestone JA (1998) Molecular basis of T cell inactivation by CTLA-4. Science 282(5397):2263–2266CrossRefPubMed
go back to reference Marcus PM, Hayes RB, Vineis P, Garcia-Closas M, Caporaso NE, Autrup H, Branch RA, Brockmoller J, Ishizaki T, Karakaya AE, Ladero JM, Mommsen S, Okkels H, Romkes M, Roots I, Rothman N (2000) Cigarette smoking, N-acetyltransferase 2 acetylation status, and bladder cancer risk: a case-series meta-analysis of a gene-environment interaction. Cancer Epidemiol Biomarkers Prev 9(5):461–467PubMed Marcus PM, Hayes RB, Vineis P, Garcia-Closas M, Caporaso NE, Autrup H, Branch RA, Brockmoller J, Ishizaki T, Karakaya AE, Ladero JM, Mommsen S, Okkels H, Romkes M, Roots I, Rothman N (2000) Cigarette smoking, N-acetyltransferase 2 acetylation status, and bladder cancer risk: a case-series meta-analysis of a gene-environment interaction. Cancer Epidemiol Biomarkers Prev 9(5):461–467PubMed
go back to reference Martineti V, Picariello L, Tognarini I, Carbonell Sala S, Gozzini A, Azzari C, Mavilia C, Tanini A, Falchetti A, Fiorelli G, Tonelli F, Brandi ML (2005) ERbeta is a potent inhibitor of cell proliferation in the HCT8 human colon cancer cell line through regulation of cell cycle components. Endocr Relat Cancer 12(2):455–469CrossRefPubMed Martineti V, Picariello L, Tognarini I, Carbonell Sala S, Gozzini A, Azzari C, Mavilia C, Tanini A, Falchetti A, Fiorelli G, Tonelli F, Brandi ML (2005) ERbeta is a potent inhibitor of cell proliferation in the HCT8 human colon cancer cell line through regulation of cell cycle components. Endocr Relat Cancer 12(2):455–469CrossRefPubMed
go back to reference Mojtahedi Z, Mohmedi M, Rahimifar S, Erfani N, Hosseini SV, Ghaderi A (2012) Programmed death-1 gene polymorphism (PD-1.5 C/T) is associated with colon cancer. Gene 508(2):229–232CrossRefPubMed Mojtahedi Z, Mohmedi M, Rahimifar S, Erfani N, Hosseini SV, Ghaderi A (2012) Programmed death-1 gene polymorphism (PD-1.5 C/T) is associated with colon cancer. Gene 508(2):229–232CrossRefPubMed
go back to reference Motsinger AA, Ritchie MD (2006) Multifactor dimensionality reduction: an analysis strategy for modelling and detecting gene-gene interactions in human genetics and pharmacogenomics studies. Hum Genomics 2(5):318–328PubMedCentralPubMed Motsinger AA, Ritchie MD (2006) Multifactor dimensionality reduction: an analysis strategy for modelling and detecting gene-gene interactions in human genetics and pharmacogenomics studies. Hum Genomics 2(5):318–328PubMedCentralPubMed
go back to reference Murphy KM, Nelson CA, Sedy JR (2006) Balancing co-stimulation and inhibition with BTLA and HVEM. Nat Rev Immunol 6(9):671–681CrossRefPubMed Murphy KM, Nelson CA, Sedy JR (2006) Balancing co-stimulation and inhibition with BTLA and HVEM. Nat Rev Immunol 6(9):671–681CrossRefPubMed
go back to reference Nishimura H, Honjo T (2001) PD-1: an inhibitory immunoreceptor involved in peripheral tolerance. Trends Immunol 22(5):265–268CrossRefPubMed Nishimura H, Honjo T (2001) PD-1: an inhibitory immunoreceptor involved in peripheral tolerance. Trends Immunol 22(5):265–268CrossRefPubMed
go back to reference Ostrov DA, Shi W, Schwartz JC, Almo SC, Nathenson SG (2000) Structure of murine CTLA-4 and its role in modulating T cell responsiveness. Science 290(5492):816–819CrossRefPubMed Ostrov DA, Shi W, Schwartz JC, Almo SC, Nathenson SG (2000) Structure of murine CTLA-4 and its role in modulating T cell responsiveness. Science 290(5492):816–819CrossRefPubMed
go back to reference Qi P, Ruan CP, Wang H, Zhou FG, Xu XY, Gu X, Zhao YP, Dou TH, Gao CF (2009) CTLA-4 +49A> G polymorphism is associated with the risk but not with the progression of colorectal cancer in Chinese. Int J Colorectal Dis 25(1):39–45. doi:10.1007/s00384-009-0806-z CrossRefPubMed Qi P, Ruan CP, Wang H, Zhou FG, Xu XY, Gu X, Zhao YP, Dou TH, Gao CF (2009) CTLA-4 +49A> G polymorphism is associated with the risk but not with the progression of colorectal cancer in Chinese. Int J Colorectal Dis 25(1):39–45. doi:10.​1007/​s00384-009-0806-z CrossRefPubMed
go back to reference Scalapino KJ, Daikh DI (2008) CTLA-4: a key regulatory point in the control of autoimmune disease. Immunol Rev 223:143–155CrossRefPubMed Scalapino KJ, Daikh DI (2008) CTLA-4: a key regulatory point in the control of autoimmune disease. Immunol Rev 223:143–155CrossRefPubMed
go back to reference van der Merwe PA, Bodian D, Daenke S, Linsley P, Davis SJ (1997) CD80 (B7-1) Binds Both CD28 and CTLA-4 with a low affinity and very fast kinetics. J Exp Med 185:393–403PubMedCentralCrossRefPubMed van der Merwe PA, Bodian D, Daenke S, Linsley P, Davis SJ (1997) CD80 (B7-1) Binds Both CD28 and CTLA-4 with a low affinity and very fast kinetics. J Exp Med 185:393–403PubMedCentralCrossRefPubMed
go back to reference Wang L, Li D, Fu Z, Li H, Jiang W (2007a) Association of CTLA-4 gene polymorphisms with sporadic breast cancer in Chinese Han population. BMC Cancer 7:173PubMedCentralCrossRefPubMed Wang L, Li D, Fu Z, Li H, Jiang W (2007a) Association of CTLA-4 gene polymorphisms with sporadic breast cancer in Chinese Han population. BMC Cancer 7:173PubMedCentralCrossRefPubMed
go back to reference Watanabe N, Gavrieli M, Sedy JR, Yang J, Fallarino F, Loftin SK, Hurchla MA, Zimmerman N, Sim J, Zang X, Murphy TL, Russell JH, Allison JP, Murphy KM (2003a) BTLA is a lymphocyte inhibitory receptor with similarities to CTLA-4 and PD-1. Nat Immunol 4(7):670–679 Epub 2003 Jun 2008CrossRefPubMed Watanabe N, Gavrieli M, Sedy JR, Yang J, Fallarino F, Loftin SK, Hurchla MA, Zimmerman N, Sim J, Zang X, Murphy TL, Russell JH, Allison JP, Murphy KM (2003a) BTLA is a lymphocyte inhibitory receptor with similarities to CTLA-4 and PD-1. Nat Immunol 4(7):670–679 Epub 2003 Jun 2008CrossRefPubMed
go back to reference Watanabe N, Gavrieli M, Sedy JR, Yang J, Fallarino F, Loftin SK, Hurchla MA, Zimmerman N, Sim J, Zang X, Murphy TL, Russell JH, Allison JP, Murphy KM (2003b) BTLA is a lymphocyte inhibitory receptor with similarities to CTLA-4 and PD-1. Nat Immunol 4(7):670–679CrossRefPubMed Watanabe N, Gavrieli M, Sedy JR, Yang J, Fallarino F, Loftin SK, Hurchla MA, Zimmerman N, Sim J, Zang X, Murphy TL, Russell JH, Allison JP, Murphy KM (2003b) BTLA is a lymphocyte inhibitory receptor with similarities to CTLA-4 and PD-1. Nat Immunol 4(7):670–679CrossRefPubMed
go back to reference Yang G, Shu XO, Li H, Chow WH, Cai H, Zhang X, Gao YT, Zheng W (2009) Prospective cohort study of soy food intake and colorectal cancer risk in women. Am J Clin Nutr 89(2):577–583PubMedCentralCrossRefPubMed Yang G, Shu XO, Li H, Chow WH, Cai H, Zhang X, Gao YT, Zheng W (2009) Prospective cohort study of soy food intake and colorectal cancer risk in women. Am J Clin Nutr 89(2):577–583PubMedCentralCrossRefPubMed
go back to reference Yusof AS, Isa ZM, Shah SA (2012) Dietary patterns and risk of colorectal cancer: a systematic review of cohort studies (2000-2011). Asian Pac J Cancer Prev 13(9):4713–4717CrossRefPubMed Yusof AS, Isa ZM, Shah SA (2012) Dietary patterns and risk of colorectal cancer: a systematic review of cohort studies (2000-2011). Asian Pac J Cancer Prev 13(9):4713–4717CrossRefPubMed
Metadata
Title
Association between co-inhibitory molecule gene tagging single nucleotide polymorphisms and the risk of colorectal cancer in Chinese
Authors
Jie Ge
Lin Zhu
Junde Zhou
Guangxiao Li
Ye Li
Shuying Li
Zhiwei Wu
Jiesheng Rong
Huiping Yuan
Yanhong Liu
Qiang Chi
Daxun Piao
Yashuang Zhao
Binbin Cui
Publication date
01-09-2015
Publisher
Springer Berlin Heidelberg
Published in
Journal of Cancer Research and Clinical Oncology / Issue 9/2015
Print ISSN: 0171-5216
Electronic ISSN: 1432-1335
DOI
https://doi.org/10.1007/s00432-015-1915-4

Other articles of this Issue 9/2015

Journal of Cancer Research and Clinical Oncology 9/2015 Go to the issue