45 results on '"Gruber, Stephen B"'
Search Results
2. Genetically predicted circulating concentrations of micronutrients and risk of colorectal cancer among individuals of European descent: a Mendelian randomization study
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Tsilidis, Konstantinos K, Papadimitriou, Nikos, Dimou, Niki, Gill, Dipender, Lewis, Sarah J, Martin, Richard M, Murphy, Neil, Markozannes, Georgios, Zuber, Verena, Cross, Amanda J, Burrows, Kimberley, Lopez, David S, Key, Timothy J, Travis, Ruth C, Perez-Cornago, Aurora, Hunter, David J, van Duijnhoven, Fränzel JB, Albanes, Demetrius, Arndt, Volker, Berndt, Sonja I, Bézieau, Stéphane, Bishop, D Timothy, Boehm, Juergen, Brenner, Hermann, Burnett-Hartman, Andrea, Campbell, Peter T, Casey, Graham, Castellví-Bel, Sergi, Chan, Andrew T, Chang-Claude, Jenny, de la Chapelle, Albert, Figueiredo, Jane C, Gallinger, Steven J, Giles, Graham G, Goodman, Phyllis J, Gsur, Andrea, Hampe, Jochen, Hampel, Heather, Hoffmeister, Michael, Jenkins, Mark A, Keku, Temitope O, Kweon, Sun-Seog, Larsson, Susanna C, Le Marchand, Loic, Li, Christopher I, Li, Li, Lindblom, Annika, Martín, Vicente, Milne, Roger L, Moreno, Victor, Nan, Hongmei, Nassir, Rami, Newcomb, Polly A, Offit, Kenneth, Pharoah, Paul DP, Platz, Elizabeth A, Potter, John D, Qi, Lihong, Rennert, Gad, Sakoda, Lori C, Schafmayer, Clemens, Slattery, Martha L, Snetselaar, Linda, Schenk, Jeanette, Thibodeau, Stephen N, Ulrich, Cornelia M, Van Guelpen, Bethany, Harlid, Sophia, Visvanathan, Kala, Vodickova, Ludmila, Wang, Hansong, White, Emily, Wolk, Alicja, Woods, Michael O, Wu, Anna H, Zheng, Wei, Bueno-de-Mesquita, Bas, Boutron-Ruault, Marie-Christine, Hughes, David J, Jakszyn, Paula, Kühn, Tilman, Palli, Domenico, Riboli, Elio, Giovannucci, Edward L, Banbury, Barbara L, Gruber, Stephen B, Peters, Ulrike, Gunter, Marc J, and on behalf of GECCO, CORECT
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Complementary and Integrative Health ,Digestive Diseases ,Clinical Research ,Clinical Trials and Supportive Activities ,Cancer ,Colo-Rectal Cancer ,Prevention ,Nutrition ,Prevention of disease and conditions ,and promotion of well-being ,3.3 Nutrition and chemoprevention ,Case-Control Studies ,Colorectal Neoplasms ,Dietary Supplements ,Genetic Predisposition to Disease ,Humans ,Mendelian Randomization Analysis ,Micronutrients ,Risk Factors ,Selenium ,Vitamin B 12 ,White People ,Mendelian randomization ,genes ,nutrition ,supplements ,colorectal cancer ,Engineering ,Medical and Health Sciences ,Nutrition & Dietetics - Abstract
BackgroundThe literature on associations of circulating concentrations of minerals and vitamins with risk of colorectal cancer is limited and inconsistent. Evidence from randomized controlled trials (RCTs) to support the efficacy of dietary modification or nutrient supplementation for colorectal cancer prevention is also limited.ObjectivesTo complement observational and RCT findings, we investigated associations of genetically predicted concentrations of 11 micronutrients (β-carotene, calcium, copper, folate, iron, magnesium, phosphorus, selenium, vitamin B-6, vitamin B-12, and zinc) with colorectal cancer risk using Mendelian randomization (MR).MethodsTwo-sample MR was conducted using 58,221 individuals with colorectal cancer and 67,694 controls from the Genetics and Epidemiology of Colorectal Cancer Consortium, Colorectal Cancer Transdisciplinary Study, and Colon Cancer Family Registry. Inverse variance-weighted MR analyses were performed with sensitivity analyses to assess the impact of potential violations of MR assumptions.ResultsNominally significant associations were noted for genetically predicted iron concentration and higher risk of colon cancer [ORs per SD (ORSD): 1.08; 95% CI: 1.00, 1.17; P value = 0.05] and similarly for proximal colon cancer, and for vitamin B-12 concentration and higher risk of colorectal cancer (ORSD: 1.12; 95% CI: 1.03, 1.21; P value = 0.01) and similarly for colon cancer. A nominally significant association was also noted for genetically predicted selenium concentration and lower risk of colon cancer (ORSD: 0.98; 95% CI: 0.96, 1.00; P value = 0.05) and similarly for distal colon cancer. These associations were robust to sensitivity analyses. Nominally significant inverse associations were observed for zinc and risk of colorectal and distal colon cancers, but sensitivity analyses could not be performed. None of these findings survived correction for multiple testing. Genetically predicted concentrations of β-carotene, calcium, copper, folate, magnesium, phosphorus, and vitamin B-6 were not associated with disease risk.ConclusionsThese results suggest possible causal associations of circulating iron and vitamin B-12 (positively) and selenium (inversely) with risk of colon cancer.
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- 2021
3. Functional informed genome‐wide interaction analysis of body mass index, diabetes and colorectal cancer risk
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Xia, Zhiyu, Su, Yu‐Ru, Petersen, Paneen, Qi, Lihong, Kim, Andre E, Figueiredo, Jane C, Lin, Yi, Nan, Hongmei, Sakoda, Lori C, Albanes, Demetrius, Berndt, Sonja I, Bézieau, Stéphane, Bien, Stephanie, Buchanan, Daniel D, Casey, Graham, Chan, Andrew T, Conti, David V, Drew, David A, Gallinger, Steven J, Gauderman, W James, Giles, Graham G, Gruber, Stephen B, Gunter, Marc J, Hoffmeister, Michael, Jenkins, Mark A, Joshi, Amit D, Le Marchand, Loic, Lewinger, Juan P, Li, Li, Lindor, Noralane M, Moreno, Victor, Murphy, Neil, Nassir, Rami, Newcomb, Polly A, Ogino, Shuji, Rennert, Gad, Song, Mingyang, Wang, Xiaoliang, Wolk, Alicja, Woods, Michael O, Brenner, Hermann, White, Emily, Slattery, Martha L, Giovannucci, Edward L, Chang‐Claude, Jenny, Pharoah, Paul DP, Hsu, Li, Campbell, Peter T, and Peters, Ulrike
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Biomedical and Clinical Sciences ,Oncology and Carcinogenesis ,Digestive Diseases ,Human Genome ,Genetics ,Cancer ,Diabetes ,Prevention ,Nutrition ,Colo-Rectal Cancer ,Metabolic and endocrine ,ATPases Associated with Diverse Cellular Activities ,Aged ,Body Mass Index ,Colorectal Neoplasms ,Databases ,Genetic ,Diabetes Mellitus ,Type 2 ,Female ,Gene Expression ,Genotype ,Hepatocyte Nuclear Factor 3-alpha ,Humans ,Male ,Microtubule-Associated Proteins ,Middle Aged ,Obesity ,Phenotype ,Proteasome Endopeptidase Complex ,Protein Tyrosine Phosphatase ,Non-Receptor Type 2 ,Sex Factors ,Sialic Acid Binding Ig-like Lectin 3 ,Voltage-Gated Sodium Channel beta-1 Subunit ,BMI ,colorectal cancer ,diabetes ,gene expression ,gene-environmental interaction ,Biochemistry and Cell Biology ,Oncology and carcinogenesis - Abstract
BackgroundBody mass index (BMI) and diabetes are established risk factors for colorectal cancer (CRC), likely through perturbations in metabolic traits (e.g. insulin resistance and glucose homeostasis). Identification of interactions between variation in genes and these metabolic risk factors may identify novel biologic insights into CRC etiology.MethodsTo improve statistical power and interpretation for gene-environment interaction (G × E) testing, we tested genetic variants that regulate expression of a gene together for interaction with BMI (kg/m2 ) and diabetes on CRC risk among 26 017 cases and 20 692 controls. Each variant was weighted based on PrediXcan analysis of gene expression data from colon tissue generated in the Genotype-Tissue Expression Project for all genes with heritability ≥1%. We used a mixed-effects model to jointly measure the G × E interaction in a gene by partitioning the interactions into the predicted gene expression levels (fixed effects), and residual G × E effects (random effects). G × BMI analyses were stratified by sex as BMI-CRC associations differ by sex. We used false discovery rates to account for multiple comparisons and reported all results with FDR
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- 2020
4. Differences in tumor-associated T-cell receptor repertoires between early-onset and average-onset colorectal cancer.
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Tsai, Ya-Yu, Nair, Kanika G, Barot, Shimoli V, Xiang, Shao, Kamath, Suneel, Melas, Marilena, Walker, Christopher P, Srivastava, Raghvendra M, Osborne, Nicole, Chan, Timothy A, Mitchem, Jonathan B, Bonner, Joseph D, McDonnell, Kevin J, Idos, Gregory E, Sanz-Pamplona, Rebeca, Greenson, Joel K, Rennert, Hedy S, Rennert, Gad, Moreno, Victor, and Gruber, Stephen B
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EPIDEMIOLOGY of cancer ,COLORECTAL cancer ,AGE of onset ,MOLECULAR epidemiology ,T cells - Abstract
The incidence of colorectal cancer (CRC) among individuals younger than age 50 (early-onset CRC [EOCRC]) has substantially increased, and yet the etiology and molecular mechanisms underlying this alarming rise remain unclear. We compared tumor-associated T-cell repertoires between EOCRC and average-onset CRC (AOCRC) to uncover potentially unique immune microenvironment-related features by age of onset. Our discovery cohort included 242 patients who underwent surgical resection at Cleveland Clinic from 2000 to 2020. EOCRC was defined as younger than age 50 years at diagnosis (N = 126) and AOCRC as 60 years of age or older (N = 116). T-cell receptor (TCR) abundance and clonality were measured by immunosequencing of tumors. Logistic regression models were used to evaluate the associations between TCR repertoire features and age of onset, adjusting for sex, race, tumor location, and stage. Findings were replicated in 152 EOCRC and 1984 AOCRC cases from the Molecular Epidemiology of Colorectal Cancer Study. EOCRC tumors had significantly higher TCR diversity compared with AOCRC tumors in the discovery cohort (odds ratio [OR] = 0.44, 95% confidence interval [CI] = 0.32 to 0.61, P < .0001). This association was also observed in the replication cohort (OR = 0.74, 95% CI = 0.62 to 0.89, P = .0013). No significant differences in TCR abundance were observed between EOCRC and AOCRC in either cohort. Higher TCR diversity, suggesting a more diverse intratumoral T-cell response, is more frequently observed in EOCRC than AOCRC. Further studies are warranted to investigate the role of T-cell diversity and the adaptive immune response more broadly in the etiology and outcomes of EOCRC. [ABSTRACT FROM AUTHOR]
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- 2024
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5. Adiposity, metabolites, and colorectal cancer risk: Mendelian randomization study
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Bull, Caroline J., Bell, Joshua A., Murphy, Neil, Sanderson, Eleanor, Davey Smith, George, Timpson, Nicholas J., Banbury, Barbara L., Albanes, Demetrius, Berndt, Sonja I., Bézieau, Stéphane, Bishop, D. Timothy, Brenner, Hermann, Buchanan, Daniel D., Burnett-Hartman, Andrea, Casey, Graham, Castellví-Bel, Sergi, Chan, Andrew T., Chang-Claude, Jenny, Cross, Amanda J., de la Chapelle, Albert, Figueiredo, Jane C., Gallinger, Steven J., Gapstur, Susan M., Giles, Graham G., Gruber, Stephen B., Gsur, Andrea, Hampe, Jochen, Hampel, Heather, Harrison, Tabitha A., Hoffmeister, Michael, Hsu, Li, Huang, Wen-Yi, Huyghe, Jeroen R., Jenkins, Mark A., Joshu, Corinne E., Keku, Temitope O., Kühn, Tilman, Kweon, Sun-Seog, Le Marchand, Loic, Li, Christopher I., Li, Li, Lindblom, Annika, Martín, Vicente, May, Anne M., Milne, Roger L., Moreno, Victor, Newcomb, Polly A., Offit, Kenneth, Ogino, Shuji, Phipps, Amanda I., Platz, Elizabeth A., Potter, John D., Qu, Conghui, Quirós, J. Ramón, Rennert, Gad, Riboli, Elio, Sakoda, Lori C., Schafmayer, Clemens, Schoen, Robert E., Slattery, Martha L., Tangen, Catherine M., Tsilidis, Kostas K., Ulrich, Cornelia M., van Duijnhoven, Fränzel J. B., van Guelpen, Bethany, Visvanathan, Kala, Vodicka, Pavel, Vodickova, Ludmila, Wang, Hansong, White, Emily, Wolk, Alicja, Woods, Michael O., Wu, Anna H., Campbell, Peter T., Zheng, Wei, Peters, Ulrike, Vincent, Emma E., and Gunter, Marc J.
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- 2020
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6. Circulating bilirubin levels and risk of colorectal cancer: serological and Mendelian randomization analyses
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Seyed Khoei, Nazlisadat, Jenab, Mazda, Murphy, Neil, Banbury, Barbara L., Carreras-Torres, Robert, Viallon, Vivian, Kühn, Tilman, Bueno-de-Mesquita, Bas, Aleksandrova, Krasimira, Cross, Amanda J., Weiderpass, Elisabete, Stepien, Magdalena, Bulmer, Andrew, Tjønneland, Anne, Boutron-Ruault, Marie-Christine, Severi, Gianluca, Carbonnel, Franck, Katzke, Verena, Boeing, Heiner, Bergmann, Manuela M., Trichopoulou, Antonia, Karakatsani, Anna, Martimianaki, Georgia, Palli, Domenico, Tagliabue, Giovanna, Panico, Salvatore, Tumino, Rosario, Sacerdote, Carlotta, Skeie, Guri, Merino, Susana, Bonet, Catalina, Rodríguez-Barranco, Miguel, Gil, Leire, Chirlaque, Maria-Dolores, Ardanaz, Eva, Myte, Robin, Hultdin, Johan, Perez-Cornago, Aurora, Aune, Dagfinn, Tsilidis, Konstantinos K., Albanes, Demetrius, Baron, John A., Berndt, Sonja I., Bézieau, Stéphane, Brenner, Hermann, Campbell, Peter T., Casey, Graham, Chan, Andrew T., Chang-Claude, Jenny, Chanock, Stephen J., Cotterchio, Michelle, Gallinger, Steven, Gruber, Stephen B., Haile, Robert W., Hampe, Jochen, Hoffmeister, Michael, Hopper, John L., Hsu, Li, Huyghe, Jeroen R., Jenkins, Mark A., Joshi, Amit D., Kampman, Ellen, Larsson, Susanna C., Le Marchand, Loic, Li, Christopher I., Li, Li, Lindblom, Annika, Lindor, Noralane M., Martín, Vicente, Moreno, Victor, Newcomb, Polly A., Offit, Kenneth, Ogino, Shuji, Parfrey, Patrick S., Pharoah, Paul D. P., Rennert, Gad, Sakoda, Lori C., Schafmayer, Clemens, Schmit, Stephanie L., Schoen, Robert E., Slattery, Martha L., Thibodeau, Stephen N., Ulrich, Cornelia M., van Duijnhoven, Franzel J. B., Weigl, Korbinian, Weinstein, Stephanie J., White, Emily, Wolk, Alicja, Woods, Michael O., Wu, Anna H., Zhang, Xuehong, Ferrari, Pietro, Anton, Gabriele, Peters, Annette, Peters, Ulrike, Gunter, Marc J., Wagner, Karl-Heinz, and Freisling, Heinz
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- 2020
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7. Low Allele Frequency of MLH1 D132H in American Colorectal and Endometrial Cancer Patients
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Shin, Brian Y, Chen, Huiping, Rozek, Laura S, Paxton, Leslie, Peel, David J, AntonCulver, Hoda, Rennert, Gad, Mutch, David G, Goodfellow, Paul J, Gruber, Stephen B, and Lipkin, Steve M
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Biomedical and Clinical Sciences ,Oncology and Carcinogenesis ,Genetics ,Prevention ,Uterine Cancer ,Cancer ,Colo-Rectal Cancer ,Clinical Research ,Digestive Diseases ,Aetiology ,2.1 Biological and endogenous factors ,Adaptor Proteins ,Signal Transducing ,Adult ,Aged ,Base Pair Mismatch ,Carrier Proteins ,Colorectal Neoplasms ,Hereditary Nonpolyposis ,Endometrial Neoplasms ,Female ,Gene Frequency ,Genotype ,Humans ,Male ,Middle Aged ,MutL Protein Homolog 1 ,Neoplasm Proteins ,Nuclear Proteins ,United States ,colorectal cancer ,endometrial cancer ,cancer genetics ,MLH1 ,Clinical Sciences ,Surgery ,Clinical sciences - Abstract
PurposeHereditary nonpolyposis colon cancer is caused by mutations in DNA mismatch repair genes, predominantly MLH1 and MSH2. Classic MLH1 mutations cause an approximately 20-fold increase in colorectal cancer susceptibility. Recently, we identified a hypomorphic allele, MLH1 D132H , which impairs, but does not completely eliminate the function of MLH1 in tumor suppression. MLH1 D132H confers an approximately fivefold increase in colorectal cancer susceptibility and was first described in a cohort of Israeli colorectal cancer patients, with an estimated allele frequency of 1.3 percent. Because MLH1 D132H has only recently been described, the ethnic distribution of this risk allele is not well understood. This study was undertaken to determine both the frequencies of this risk allele in ethnic groups outside of Israel and whether families harboring this mutation have susceptibility to extracolonic cancers in the hereditary nonpolyposis colon cancer spectrum.MethodsWe genotyped two independent cohorts: 629 population-based colorectal cancer patients ascertained from clinics in Orange, Imperial, and San Diego Counties, and 515 endometrial cancer patients ascertained from gynecologic oncology clinics in the Midwestern United States.ResultsMLH1 D132H was not detected in either study cohort, which together totaled more than 1,100 American colorectal cancer and endometrial cancer patients.ConclusionsThe MLH1 D132H risk variant has significantly lower allele frequency in American compared with Israeli cancer patients and, alone, is unlikely to explain significant amounts of American sporadic colorectal cancer or uterine cancer susceptibility. Genetic testing for the MLH1 D132H allele exclusively is therefore unlikely to be cost effective for genetic risk assessment in American population-based and clinic-based colorectal cancer and endometrial cancer patients.
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- 2005
8. Heterozygote advantage at HLA class I and II loci and reduced risk of colorectal cancer.
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Ya-Yu Tsai, Chenxu Qu, Bonner, Joseph D., Sanz-Pamplona, Rebeca, Lindsey, Sidney S., Melas, Marilena, McDonnell, Kevin J., Idos, Gregory E., Walker, Christopher P., Tsang, Kevin K., Da Silva, Diane M., Moratalla-Navarro, Ferran, Maoz, Asaf, Rennert, Hedy S., Kast, W. Martin, Greenson, Joel K., Moreno, Victor, Rennert, Gad, Gruber, Stephen B., and Schmit, Stephanie L.
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COLORECTAL cancer ,LOCUS (Genetics) ,DISEASE risk factors ,HLA histocompatibility antigens ,T cell receptors ,HEREDITARY nonpolyposis colorectal cancer - Abstract
Objective: Reduced diversity at Human Leukocyte Antigen (HLA) loci may adversely affect the host’s ability to recognize tumor neoantigens and subsequently increase disease burden. We hypothesized that increased heterozygosity at HLA loci is associated with a reduced risk of developing colorectal cancer (CRC). Methods: We imputed HLA class I and II four-digit alleles using genotype data from a population-based study of 5,406 cases and 4,635 controls from the Molecular Epidemiology of Colorectal Cancer Study (MECC). Heterozygosity at each HLA locus and the number of heterozygous genotypes at HLA class -I (A, B, and C) and HLA class -II loci (DQB1, DRB1, and DPB1) were quantified. Logistic regression analysis was used to estimate the risk of CRC associated with HLA heterozygosity. Individuals with homozygous genotypes for all loci served as the reference category, and the analyses were adjusted for sex, age, genotyping platform, and ancestry. Further, we investigated associations between HLA diversity and tumor-associated T cell repertoire features, as measured by tumor infiltrating lymphocytes (TILs; N=2,839) and immunosequencing (N=2,357). Results: Individuals with all heterozygous genotypes at all three class I genes had a reduced odds of CRC (OR: 0.74; 95% CI: 0.56-0.97, p= 0.031). A similar association was observed for class II loci, with an OR of 0.75 (95% CI: 0.60-0.95, p= 0.016). For class-I and class-II combined, individuals with all heterozygous genotypes had significantly lower odds of developing CRC (OR: 0.66, 95% CI: 0.49-0.87, p= 0.004) than those with 0 or one heterozygous genotype. HLA class I and/or II diversity was associated with higher T cell receptor (TCR) abundance and lower TCR clonality, but results were not statistically significant. Conclusion: Our findings support a heterozygote advantage for the HLA class-I and -II loci, indicating an important role for HLA genetic variability in the etiology of CRC. [ABSTRACT FROM AUTHOR]
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- 2023
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9. Application of Mendelian randomization to explore the causal role of the human gut microbiome in colorectal cancer.
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Hatcher, Charlie, Richenberg, George, Waterson, Samuel, Nguyen, Long H., Joshi, Amit D., Carreras-Torres, Robert, Moreno, Victor, Chan, Andrew T., Gunter, Marc, Lin, Yi, Qu, Conghui, Song, Mingyang, Casey, Graham, Figueiredo, Jane C., Gruber, Stephen B., Hampe, Jochen, Hampel, Heather, Jenkins, Mark A., Keku, Temitope O., and Peters, Ulrike
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GUT microbiome ,HUMAN microbiota ,COLORECTAL cancer ,BIFIDOBACTERIUM ,GENOME-wide association studies - Abstract
The role of the human gut microbiome in colorectal cancer (CRC) is unclear as most studies on the topic are unable to discern correlation from causation. We apply two-sample Mendelian randomization (MR) to estimate the causal relationship between the gut microbiome and CRC. We used summary-level data from independent genome-wide association studies to estimate the causal effect of 14 microbial traits (n = 3890 individuals) on overall CRC (55,168 cases, 65,160 controls) and site-specific CRC risk, conducting several sensitivity analyses to understand the nature of results. Initial MR analysis suggested that a higher abundance of Bifidobacterium and presence of an unclassified group of bacteria within the Bacteroidales order in the gut increased overall and site-specific CRC risk. However, sensitivity analyses suggested that instruments used to estimate relationships were likely complex and involved in many potential horizontal pleiotropic pathways, demonstrating that caution is needed when interpreting MR analyses with gut microbiome exposures. In assessing reverse causality, we did not find strong evidence that CRC causally affected these microbial traits. Whilst our study initially identified potential causal roles for two microbial traits in CRC, importantly, further exploration of these relationships highlighted that these were unlikely to reflect causality. [ABSTRACT FROM AUTHOR]
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- 2023
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10. BAYESIAN SEMIPARAMETRIC ANALYSIS FOR TWO-PHASE STUDIES OF GENE-ENVIRONMENT INTERACTION
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Ahn, Jaeil, Mukherjee, Bhramar, Gruber, Stephen B., and Ghosh, Malay
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- 2013
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11. Missing Exposure Data in Stereotype Regression Model: Application to Matched Case—Control Study with Disease Subclassification
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Ahn, Jaeil, Mukherjee, Bhramar, Gruber, Stephen B., and Sinha, Samiran
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- 2011
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12. Human papillomavirus is not associated with colorectal cancer in a large international study
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Gornick, Michele C., Castellsague, Xavier, Sanchez, Gloria, Giordano, Thomas J., Vinco, Michelle, Greenson, Joel K., Capella, Gabriel, Raskin, Leon, Rennert, Gad, Gruber, Stephen B., and Moreno, Victor
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- 2010
13. Author Correction: Application of Mendelian randomization to explore the causal role of the human gut microbiome in colorectal cancer.
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Hatcher, Charlie, Richenberg, George, Waterson, Samuel, Nguyen, Long H., Joshi, Amit D., Carreras-Torres, Robert, Moreno, Victor, Chan, Andrew T., Gunter, Marc, Lin, Yi, Qu, Conghui, Song, Mingyang, Casey, Graham, Figueiredo, Jane C., Gruber, Stephen B., Hampe, Jochen, Hampel, Heather, Jenkins, Mark A., Keku, Temitope O., and Peters, Ulrike
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GUT microbiome ,HUMAN microbiota ,COLORECTAL cancer - Abstract
However, despite little evidence for genetic colocalisation for I G. Bifidobacterium i with overall and site-specific CRC, regional association plots suggest the genomic region surrounding the rs4988235 SNP is important in both abundance of I G. Bifidobacterium i and CRC risk (Fig. Whilst there was evidence for genetic colocalisation for I G. Bifidobacterium i with overall (with a posterior probability of 0.87) CRC risk and, to a lower extent, with site-specific CRC risk (posterior probabilities ranged from 0.05-0.72), regional association plots suggest the wider genomic region surrounding the rs4988235 SNP is important in both abundance of I G. Bifidobacterium i and CRC risk (Fig. [Extracted from the article]
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- 2023
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14. Common MUTYH mutations and colorectal cancer risk in multiethnic populations
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Lejbkowicz, Flavio, Cohen, Ilana, Barnett-Griness, Ofra, Pinchev, Mila, Poynter, Jen, Gruber, Stephen B., and Rennert, Gad
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- 2012
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15. Association between germline variants and somatic mutations in colorectal cancer.
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Barfield, Richard, Qu, Conghui, Steinfelder, Robert S., Zeng, Chenjie, Harrison, Tabitha A., Brezina, Stefanie, Buchanan, Daniel D., Campbell, Peter T., Casey, Graham, Gallinger, Steven, Giannakis, Marios, Gruber, Stephen B., Gsur, Andrea, Hsu, Li, Huyghe, Jeroen R., Moreno, Victor, Newcomb, Polly A., Ogino, Shuji, Phipps, Amanda I., and Slattery, Martha L.
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SOMATIC mutation ,COLORECTAL cancer ,GERM cells ,GENETIC variation ,COLON tumors ,GENETIC mutation - Abstract
Colorectal cancer (CRC) is a heterogeneous disease with evidence of distinct tumor types that develop through different somatically altered pathways. To better understand the impact of the host genome on somatically mutated genes and pathways, we assessed associations of germline variations with somatic events via two complementary approaches. We first analyzed the association between individual germline genetic variants and the presence of non-silent somatic mutations in genes in 1375 CRC cases with genome-wide SNPs data and a tumor sequencing panel targeting 205 genes. In the second analysis, we tested if germline variants located within previously identified regions of somatic allelic imbalance were associated with overall CRC risk using summary statistics from a recent large scale GWAS (n≃125 k CRC cases and controls). The first analysis revealed that a variant (rs78963230) located within a CNA region associated with TLR3 was also associated with a non-silent mutation within gene FBXW7. In the secondary analysis, the variant rs2302274 located in CDX1/PDGFRB frequently gained/lost in colorectal tumors was associated with overall CRC risk (OR = 0.96, p = 7.50e-7). In summary, we demonstrate that an integrative analysis of somatic and germline variation can lead to new insights about CRC. [ABSTRACT FROM AUTHOR]
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- 2022
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16. Circulating bilirubin levels and risk of colorectal cancer: serological and Mendelian randomization analyses
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Khoei, Nazlisadat Seyed, Jenab, Mazda, Murphy, Neil, Banbury, Barbara L., Carreras Torres, Robert, Viallon, Vivian, Kühn, Tilman, Bueno de Mesquita, H. Bas, Aleksandrova, Krasimira, Cross, Amanda J., Weiderpass, Elisabete, Stepien, Magdalena, Bulmer, Andrew, Tjønneland, Anne, Boutron-Ruault, Marie-Christine, Severi, Gianluca, Carbonnel, Franck, Katzke, Verena, Boeing, Heiner, Bergmann, Manuela M., Trichopoulou, Antonia, Karakatsani, Anna, Martimianaki, Georgia, Palli, Domenico, Tagliabue, Giovanna, Panico, Salvatore, Tumino, Rosario, Sacerdote, Carlotta, Skeie, Guri, Merino, Susana, Bonet Bonet, Catalina, Rodríguez Barranco, Miguel, Gil, Leire, Chirlaque, María Dolores, Ardanaz, Eva, Myte, Robin, Hultdin, Johan, Pérez Cornago, Aurora, Aune, Dagfinn, Tsilidis, Konstantinos K., Albanes, Demetrius, Baron, John A., Berndt, Sonja I., Bézieau, Stéphane, Brenner, Hermann, Campbell, Peter T., Casey, Graham, Chan, Andrew T., Chang Claude, Jenny, Chanock, Stephen J., Cotterchio, Michelle, Gallinger, Steven, Gruber, Stephen B., Haile, Robert W., Hampe, Jochen, Hoffmeister, Michael, Hopper, John L., Hsu, Li, Huyghe, Jeroen R., Jenkins, Mark A., Joshi, Amit D., Kampman, Ellen, Larsson, Susanna C., Marchand, Loïc Le, Li, Christopher I., Li, Li, Lindblom, Annika, Lindor, Noralane M., Martín Sánchez, Vicente, Moreno Aguado, Víctor, Newcomb, Polly A., Offit, Kenneth, Ogino, Shuji, Parfrey, Patrick S., Pharoah, Paul D. P., Rennert, Gad, Sakoda, Lori C., Schafmayer, Clemens, Schmit, Stephanie L., Schoen, Robert E., Slattery, Martha L., Thibodeau, Stephen N., Ulrich, Cornelia M., van Duijnhoven, Franzel J. B., Weigl, Korbinian, Weinstein, Stephanie J., White, Emily, Wolk, Alicja, Woods, Michael O., Wu, Anna H., Zhang, Xuehong, Ferrari, Pietro, Anton, Gabriele, Peters, Annette, Peters, Ulrike, Gunter, Marc J., Wagner, Karl-Heinz, Freisling, Heinz, Apollo - University of Cambridge Repository, and Pharoah, Paul [0000-0001-8494-732X]
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Adult ,Male ,Nutrition and Disease ,Mendelian randomization analysis ,lcsh:Medicine ,Polymorphism, Single Nucleotide ,Antioxidants ,Càncer colorectal ,Risk Factors ,Voeding en Ziekte ,Humans ,Prospective Studies ,VLAG ,Cancer ,Aged ,lcsh:R ,Bilirubin ,Middle Aged ,Colorectal cancer ,Europe ,Case-Control Studies ,Anti-oxidants ,Female ,Colorectal Neoplasms ,Research Article - Abstract
Background: Bilirubin, a byproduct of hemoglobin breakdown and purported anti-oxidant, is thought to be cancer preventive. We conducted complementary serological and Mendelian randomization (MR) analyses to investigate whether alterations in circulating levels of bilirubin are associated with risk of colorectal cancer (CRC). We decided a priori to perform analyses separately in men and women based on suggestive evidence that associations may differ by sex. Methods: In a case-control study nested in the European Prospective Investigation into Cancer and Nutrition (EPIC), pre-diagnostic unconjugated bilirubin (UCB, the main component of total bilirubin) concentrations were measured by high-performance liquid chromatography in plasma samples of 1386 CRC cases and their individually matched controls. Additionally, 115 single-nucleotide polymorphisms (SNPs) robustly associated (P < 5 × 10−8) with circulating total bilirubin were instrumented in a 2-sample MR to test for a potential causal effect of bilirubin on CRC risk in 52,775 CRC cases and 45,940 matched controls in the Genetics and Epidemiology of Colorectal Cancer Consortium (GECCO), the Colon Cancer Family Registry (CCFR), and the Colorectal Transdisciplinary (CORECT) study. Results: The associations between circulating UCB levels and CRC risk differed by sex (Pheterogeneity = 0.008). Among men, higher levels of UCB were positively associated with CRC risk (odds ratio [OR] = 1.19, 95% confidence interval [CI] = 1.04–1.36; per 1-SD increment of log-UCB). In women, an inverse association was observed (OR = 0.86 (0.76–0.97)). In the MR analysis of the main UGT1A1 SNP (rs6431625), genetically predicted higher levels of total bilirubin were associated with a 7% increase in CRC risk in men (OR = 1.07 (1.02–1.12); P = 0.006; per 1-SD increment of total bilirubin), while there was no association in women (OR = 1.01 (0.96–1.06); P = 0.73). Raised bilirubin levels, predicted by instrumental variables excluding rs6431625, were suggestive of an inverse association with CRC in men, but not in women. These differences by sex did not reach formal statistical significance (Pheterogeneity ≥ 0.2). Conclusions: Additional insight into the relationship between circulating bilirubin and CRC is needed in order to conclude on a potential causal role of bilirubin in CRC development.
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- 2020
17. Colorectal Polyps in Carriers of the APC I1307K Polymorphism
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Rennert, Gad, Almog, Ronit, Tomsho, Lynn P., Low, Marcelo, Pinchev, Mila, Chaiter, Yoram, Bonner, Joseph D., Rennert, Hedy S., Greenson, Joel K., and Gruber, Stephen B.
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- 2005
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18. Associations Between Glycemic Traits and Colorectal Cancer: A Mendelian Randomization Analysis.
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Murphy, Neil, Song, Mingyang, Papadimitriou, Nikos, Carreras-Torres, Robert, Langenberg, Claudia, Martin, Richard M, Tsilidis, Konstantinos K, Barroso, Inês, Chen, Ji, Frayling, Timothy M, Bull, Caroline J, Vincent, Emma E, Cotterchio, Michelle, Gruber, Stephen B, Pai, Rish K, Newcomb, Polly A, Perez-Cornago, Aurora, Duijnhoven, Franzel J B van, Guelpen, Bethany Van, and Vodicka, Pavel
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BLOOD sugar analysis ,SEQUENCE analysis ,HYPERINSULINISM ,BLOOD sugar ,GENETIC polymorphisms ,TYPE 2 diabetes ,COLORECTAL cancer ,INSULIN ,RESEARCH funding ,DISEASE complications - Abstract
Background: Glycemic traits-such as hyperinsulinemia, hyperglycemia, and type 2 diabetes-have been associated with higher colorectal cancer risk in observational studies; however, causality of these associations is uncertain. We used Mendelian randomization (MR) to estimate the causal effects of fasting insulin, 2-hour glucose, fasting glucose, glycated hemoglobin (HbA1c), and type 2 diabetes with colorectal cancer.Methods: Genome-wide association study summary data were used to identify genetic variants associated with circulating levels of fasting insulin (n = 34), 2-hour glucose (n = 13), fasting glucose (n = 70), HbA1c (n = 221), and type 2 diabetes (n = 268). Using 2-sample MR, we examined these variants in relation to colorectal cancer risk (48 214 case patient and 64 159 control patients).Results: In inverse-variance models, higher fasting insulin levels increased colorectal cancer risk (odds ratio [OR] per 1-SD = 1.65, 95% confidence interval [CI] = 1.15 to 2.36). We found no evidence of any effect of 2-hour glucose (OR per 1-SD = 1.02, 95% CI = 0.86 to 1.21) or fasting glucose (OR per 1-SD = 1.04, 95% CI = 0.88 to 1.23) concentrations on colorectal cancer risk. Genetic liability to type 2 diabetes (OR per 1-unit increase in log odds = 1.04, 95% CI = 1.01 to 1.07) and higher HbA1c levels (OR per 1-SD = 1.09, 95% CI = 1.00 to 1.19) increased colorectal cancer risk, although these findings may have been biased by pleiotropy. Higher HbA1c concentrations increased rectal cancer risk in men (OR per 1-SD = 1.21, 95% CI = 1.05 to 1.40), but not in women.Conclusions: Our results support a causal effect of higher fasting insulin, but not glucose traits or type 2 diabetes, on increased colorectal cancer risk. This suggests that pharmacological or lifestyle interventions that lower circulating insulin levels may be beneficial in preventing colorectal tumorigenesis. [ABSTRACT FROM AUTHOR]- Published
- 2022
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19. Risk Stratification for Early-Onset Colorectal Cancer Using a Combination of Genetic and Environmental Risk Scores: An International Multi-Center Study.
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Archambault, Alexi N, Jeon, Jihyoun, Lin, Yi, Thomas, Minta, Harrison, Tabitha A, Bishop, D Timothy, Brenner, Hermann, Casey, Graham, Chan, Andrew T, Chang-Claude, Jenny, Figueiredo, Jane C, Gallinger, Steven, Gruber, Stephen B, Gunter, Marc J, Guo, Feng, Hoffmeister, Michael, Jenkins, Mark A, Keku, Temitope O, Marchand, Loïc Le, and Li, Li
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RESEARCH ,RESEARCH methodology ,SOCIAL networks ,EARLY detection of cancer ,MEDICAL screening ,EVALUATION research ,COLORECTAL cancer ,RISK assessment ,COMPARATIVE studies ,PSYCHOLOGICAL tests ,DISEASE susceptibility ,RESEARCH funding - Abstract
Background: The incidence of colorectal cancer (CRC) among individuals aged younger than 50 years has been increasing. As screening guidelines lower the recommended age of screening initiation, concerns including the burden on screening capacity and costs have been recognized, suggesting that an individualized approach may be warranted. We developed risk prediction models for early-onset CRC that incorporate an environmental risk score (ERS), including 16 lifestyle and environmental factors, and a polygenic risk score (PRS) of 141 variants.Methods: Relying on risk score weights for ERS and PRS derived from studies of CRC at all ages, we evaluated risks for early-onset CRC in 3486 cases and 3890 controls aged younger than 50 years. Relative and absolute risks for early-onset CRC were assessed according to values of the ERS and PRS. The discriminatory performance of these scores was estimated using the covariate-adjusted area under the receiver operating characteristic curve.Results: Increasing values of ERS and PRS were associated with increasing relative risks for early-onset CRC (odds ratio per SD of ERS = 1.14, 95% confidence interval [CI] = 1.08 to 1.20; odds ratio per SD of PRS = 1.59, 95% CI = 1.51 to 1.68), both contributing to case-control discrimination (area under the curve = 0.631, 95% CI = 0.615 to 0.647). Based on absolute risks, we can expect 26 excess cases per 10 000 men and 21 per 10 000 women among those scoring at the 90th percentile for both risk scores.Conclusions: Personal risk scores have the potential to identify individuals at differential relative and absolute risk for early-onset CRC. Improved discrimination may aid in targeted CRC screening of younger, high-risk individuals, potentially improving outcomes. [ABSTRACT FROM AUTHOR]- Published
- 2022
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20. BRCA1 and BRCA2 founder mutations and the risk of colorectal cancer
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Niell, Bethany L., Rennert, Gad, Bonner, Joseph D., Almog, Ronit, Tomsho, Lynn P., and Gruber, Stephen B.
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Genetic susceptibility ,Colorectal cancer ,Cancer -- Genetic aspects ,Cancer -- Research ,Health - Abstract
Background: Mutations in BRCA1 and/or BRCA2 (BRCA1/2) profoundly increase the risks of breast and ovarian cancers, but it is unclear whether mutations in these genes increase the risk of colorectal cancer. We investigated BRCA1/2 founder mutations and a family history of breast cancer as potential risk factors for colorectal cancer. Methods: In the population-based Molecular Epidemiology of Colorectal Cancer study in northern Israel, 1422 case patients with incident colorectal cancer, diagnosed between March 31, 1998, and December 31, 2002, and 1566 control subjects without colorectal cancer were genotyped for the BRCA1 187delAG, BRCA1 5385insC, and BRCA2 6174delT founder mutations. Genotypes and interview data from all case patients and control subjects and from only those of Ashkenazi Jewish descent (1002 case patients and 1038 control subjects) were used to calculate odds ratios [ORs] from logistic regression. Results: Twenty-four (2.4%) case patients and 20 (1.9%) control subjects carried one of the three mutations (OR = 1.24, 95% confidence interval [CI] = 0.68 to 2.26). A family history of breast cancer in a female relative was not associated with an increased risk of colorectal cancer, even after adjustment for the presence of a BRCA founder mutation (OR = 1.03, 95% CI = 0.75 to 1.41). Conclusions: Although weak associations cannot be excluded, Ashkenazi BRCA founder mutations do not confer a strongly elevated risk of colorectal cancer. Similarly, a family history of breast cancer does not appear to be a strong risk factor for colorectal cancer in this population.
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- 2004
21. Nongenetic Determinants of Risk for Early-Onset Colorectal Cancer.
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Archambault, Alexi N, Lin, Yi, Jeon, Jihyoun, Harrison, Tabitha A, Bishop, D Timothy, Brenner, Hermann, Casey, Graham, Chan, Andrew T, Chang-Claude, Jenny, Figueiredo, Jane C, Gallinger, Steven, Gruber, Stephen B, Gunter, Marc J, Hoffmeister, Michael, Jenkins, Mark A, Keku, Temitope O, Marchand, Loïc Le, Li, Li, Moreno, Victor, and Newcomb, Polly A
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COLORECTAL cancer ,ODDS ratio ,ANTI-inflammatory agents - Abstract
Background Incidence of early-onset (younger than 50 years of age) colorectal cancer (CRC) is increasing in many countries. Thus, elucidating the role of traditional CRC risk factors in early-onset CRC is a high priority. We sought to determine whether risk factors associated with late-onset CRC were also linked to early-onset CRC and whether association patterns differed by anatomic subsite. Methods Using data pooled from 13 population-based studies, we studied 3767 CRC cases and 4049 controls aged younger than 50 years and 23 437 CRC cases and 35 311 controls aged 50 years and older. Using multivariable and multinomial logistic regression, we estimated odds ratios (ORs) and 95% confidence intervals (CIs) to assess the association between risk factors and early-onset CRC and by anatomic subsite. Results Early-onset CRC was associated with not regularly using nonsteroidal anti-inflammatory drugs (OR = 1.43, 95% CI = 1.21 to 1.68), greater red meat intake (OR = 1.10, 95% CI = 1.04 to 1.16), lower educational attainment (OR = 1.10, 95% CI = 1.04 to 1.16), alcohol abstinence (OR = 1.23, 95% CI = 1.08 to 1.39), and heavier alcohol use (OR = 1.25, 95% CI = 1.04 to 1.50). No factors exhibited a greater excess in early-onset compared with late-onset CRC. Evaluating risks by anatomic subsite, we found that lower total fiber intake was linked more strongly to rectal (OR = 1.30, 95% CI = 1.14 to 1.48) than colon cancer (OR = 1.14, 95% CI = 1.02 to 1.27; P = .04). Conclusion In this large study, we identified several nongenetic risk factors associated with early-onset CRC, providing a basis for targeted identification of those most at risk, which is imperative in mitigating the rising burden of this disease. [ABSTRACT FROM AUTHOR]
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- 2021
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22. Association of Body Mass Index With Colorectal Cancer Risk by Genome-Wide Variants.
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Campbell, Peter T, Lin, Yi, Bien, Stephanie A, Figueiredo, Jane C, Harrison, Tabitha A, Guinter, Mark A, Berndt, Sonja I, Brenner, Hermann, Chan, Andrew T, Chang-Claude, Jenny, Gallinger, Steven J, Gapstur, Susan M, Giles, Graham G, Giovannucci, Edward, Gruber, Stephen B, Gunter, Marc, Hoffmeister, Michael, Jacobs, Eric J, Jenkins, Mark A, and Marchand, Loic Le
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BODY mass index ,COLORECTAL cancer ,SINGLE nucleotide polymorphisms ,LOGISTIC regression analysis ,ODDS ratio - Abstract
Background: Body mass index (BMI) is a complex phenotype that may interact with genetic variants to influence colorectal cancer risk.Methods: We tested multiplicative statistical interactions between BMI (per 5 kg/m2) and approximately 2.7 million single nucleotide polymorphisms with colorectal cancer risk among 14 059 colorectal cancer case (53.2% women) and 14 416 control (53.8% women) participants. All analyses were stratified by sex a priori. Statistical methods included 2-step (ie, Cocktail method) and single-step (ie, case-control logistic regression and a joint 2-degree of freedom test) procedures. All statistical tests were two-sided.Results: Each 5 kg/m2 increase in BMI was associated with higher risks of colorectal cancer, less so for women (odds ratio [OR] = 1.14, 95% confidence intervals [CI] = 1.11 to 1.18; P = 9.75 × 10-17) than for men (OR = 1.26, 95% CI = 1.20 to 1.32; P = 2.13 × 10-24). The 2-step Cocktail method identified an interaction for women, but not men, between BMI and a SMAD7 intronic variant at 18q21.1 (rs4939827; Pobserved = .0009; Pthreshold = .005). A joint 2-degree of freedom test was consistent with this finding for women (joint P = 2.43 × 10-10). Each 5 kg/m2 increase in BMI was more strongly associated with colorectal cancer risk for women with the rs4939827-CC genotype (OR = 1.24, 95% CI = 1.16 to 1.32; P = 2.60 × 10-10) than for women with the CT (OR = 1.14, 95% CI = 1.09 to 1.19; P = 1.04 × 10-8) or TT (OR = 1.07, 95% CI = 1.01 to 1.14; P = .02) genotypes.Conclusion: These results provide novel insights on a potential mechanism through which a SMAD7 variant, previously identified as a susceptibility locus for colorectal cancer, and BMI may influence colorectal cancer risk for women. [ABSTRACT FROM AUTHOR]- Published
- 2021
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23. Tumor immune infiltration estimated from gene expression profiles predicts colorectal cancer relapse.
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Kamal, Yasmin, Dwan, Dennis, Hoehn, Hannah J., Sanz-Pamplona, Rebeca, Alonso, M. Henar, Moreno, Victor, Chao Cheng, Schell, Michael J., Youngchul Kim, Felder, Seth I., Rennert, Hedy S., Melas, Marilena, Lazaris, Charalampos, Bonner, Joseph D., Siegel, Erin M., Shibata, David, Rennert, Gad, Gruber, Stephen B., Frost, H. Robert, and Amos, Christopher I.
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CANCER relapse ,GENE expression profiling ,COLORECTAL cancer ,DISEASE relapse ,EPIDEMIOLOGY of cancer - Abstract
A substantial fraction of patients with stage I-III colorectal adenocarcinoma (CRC) experience disease relapse after surgery with curative intent. However, biomarkers for predicting the likelihood of CRC relapse have not been fully explored. Therefore, we assessed the association between tumor infiltration by a broad array of innate and adaptive immune cell types and CRC relapse risk. We implemented a discovery-validation design including a discovery dataset from Moffitt Cancer Center (MCC; Tampa, FL) and three independent validation datasets: (1) GSE41258 (2) the Molecular Epidemiology of Colorectal Cancer (MECC) study, and (3) GSE39582. Infiltration by 22 immune cell types was inferred from tumor gene expression data, and the association between immune infiltration by each cell type and relapse-free survival was assessed using Cox proportional hazards regression. Within each of the four independent cohorts, CD4+ memory activated T cell (HR: 0.93, 95% CI: 0.90-0.96; FDR = 0.0001) infiltration was associated with longer time to disease relapse, independent of stage, microsatellite instability, and adjuvant therapy. Based on our meta-analysis across the four datasets, 10 innate and adaptive immune cell types associated with disease relapse of which 2 were internally validated using multiplex immunofluorescence. Moreover, immune cell type infiltration was a better predictors of disease relapse than Consensus Molecular Subtype (CMS) and other expression-based biomarkers (Immune-AIC
MCC :238.1-238.9; CMS-AICMCC : 241.0). These data suggest that transcriptome-derived immune profiles are prognostic indicators of CRC relapse and quantification of both innate and adaptive immune cell types may serve as candidate biomarkers for predicting prognosis and guiding frequency and modality of disease surveillance. [ABSTRACT FROM AUTHOR]- Published
- 2021
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24. A general framework for functionally informed set-based analysis: Application to a large-scale colorectal cancer study.
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Dong, Xinyuan, Su, Yu-Ru, Barfield, Richard, Bien, Stephanie A., He, Qianchuan, Harrison, Tabitha A., Huyghe, Jeroen R., Keku, Temitope O., Lindor, Noralane M., Schafmayer, Clemens, Chan, Andrew T., Gruber, Stephen B., Jenkins, Mark A., Kooperberg, Charles, Peters, Ulrike, and Hsu, Li
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COLORECTAL cancer ,RANDOM effects model ,GENE expression ,LOCUS (Genetics) ,CANCER genes - Abstract
Genome-wide association studies (GWAS) have successfully identified tens of thousands of genetic variants associated with various phenotypes, but together they explain only a fraction of heritability, suggesting many variants have yet to be discovered. Recently it has been recognized that incorporating functional information of genetic variants can improve power for identifying novel loci. For example, S-PrediXcan and TWAS tested the association of predicted gene expression with phenotypes based on GWAS summary statistics by leveraging the information on genetic regulation of gene expression and found many novel loci. However, as genetic variants may have effects on more than one gene and through different mechanisms, these methods likely only capture part of the total effects of these variants. In this paper, we propose a summary statistics-based mixed effects score test (sMiST) that tests for the total effect of both the effect of the mediator by imputing genetically predicted gene expression, like S-PrediXcan and TWAS, and the direct effects of individual variants. It allows for multiple functional annotations and multiple genetically predicted mediators. It can also perform conditional association analysis while adjusting for other genetic variants (e.g., known loci for the phenotype). Extensive simulation and real data analyses demonstrate that sMiST yields p-values that agree well with those obtained from individual level data but with substantively improved computational speed. Importantly, a broad application of sMiST to GWAS is possible, as only summary statistics of genetic variant associations are required. We apply sMiST to a large-scale GWAS of colorectal cancer using summary statistics from ∼120, 000 study participants and gene expression data from the Genotype-Tissue Expression (GTEx) project. We identify several novel and secondary independent genetic loci. Author summary: We developed summary statistics-based mixed effects score test statistics (sMiST) for testing the association of multiple genetically predicted mediators simultaneously and direct association of individual variants independent of mediators by using a random effects model. Extensive simulation and real data analyses demonstrate that sMiST recovers the results of MiST that is based on individual level data, but is computationally much faster. We applied our approach to a genome-wide association study of colorectal cancer and gene expression and identified several novel and secondary genetic loci. [ABSTRACT FROM AUTHOR]
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- 2020
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25. BLM Heterozygosity and the Risk of Colorectal Cancer
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Gruber, Stephen B., Ellis, Nathan A., Rennert, Gad, and Offit, Kenneth
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- 2002
26. Association between Adult Height and Risk of Colorectal, Lung, and Prostate Cancer:Results from Meta-analyses of Prospective Studies and Mendelian Randomization Analyses
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Khankari, Nikhil K., Shu, Xiao Ou, Wen, Wanqing, Kraft, Peter, Lindström, Sara, Peters, Ulrike, Schildkraut, Joellen, Schumacher, Fredrick, Bofetta, Paolo, Risch, Angela, Bickeböller, Heike, Amos, Christopher I., Easton, Douglas, Eeles, Rosalind A., Gruber, Stephen B., Haiman, Christopher A., Hunter, David J., Chanock, Stephen J., Pierce, Brandon L., Zheng, Wei, Blalock, Kendra, Campbell, Peter T., Casey, Graham, Conti, David V., Edlund, Christopher K., Figueiredo, Jane, James Gauderman, W., Gong, Jian, Green, Roger C., Harju, John F., Harrison, Tabitha A., Jacobs, Eric J., Jenkins, Mark A., Jiao, Shuo, Li, Li, Lin, Yi, Manion, Frank J., Moreno, Victor, Mukherjee, Bhramar, Raskin, Leon, Schumacher, Fredrick R., Seminara, Daniela, Severi, Gianluca, Stenzel, Stephanie L., Thomas, Duncan C., Hopper, John L., Southey, Melissa C., Makalic, Enes, Schmidt, Daniel F., Fletcher, Olivia, Peto, Julian, Gibson, Lorna, dos Santos Silva, Isabel, Ahsan, Habib, Whittemore, Alice, Waisfisz, Quinten, Meijers-Heijboer, Hanne, Adank, Muriel, van der Luijt, Rob B., Uitterlinden, Andre G., Hofman, Albert, Meindl, Alfons, Schmutzler, Rita K., Müller-Myhsok, Bertram, Lichtner, Peter, Nevanlinna, Heli, Muranen, Taru A., Aittomäki, Kristiina, Blomqvist, Carl, Chang-Claude, Jenny, Hein, Rebecca, Dahmen, Norbert, Beckman, Lars, Crisponi, Laura, Hall, Per, Czene, Kamila, Irwanto, Astrid, Liu, Jianjun, Easton, Douglas F., Turnbull, Clare, Rahman, Nazneen, Eeles, Rosalind, Kote-Jarai, Zsofia, Muir, Kenneth, Giles, Graham, Neal, David, Donovan, Jenny L., Hamdy, Freddie C., Wiklund, Fredrik, Gronberg, Henrik, Haiman, Christopher, Schumacher, Fred, Travis, Ruth, Riboli, Elio, Hunter, David, Gapstur, Susan, Berndt, Sonja, Chanock, Stephen, Han, Younghun, Su, Li, Wei, Yongyue, Hung, Rayjean J., Brhane, Yonathan, McLaughlin, John, Brennan, Paul, McKay, James D., Rosenberger, Albert, Houlston, Richard S., Caporaso, Neil, Teresa Landi, Maria, Heinrich, Joachim, Wu, Xifeng, Ye, Yuanqing, Christiani, David C., Human genetics, CCA - Evaluation of Cancer Care, Eeles, Rosalind A [0000-0002-7472-5384], and Apollo - University of Cambridge Repository
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Oncology ,Male ,Lung Neoplasms ,Social Sciences ,Genome-wide association study ,Biochemistry ,0302 clinical medicine ,Sociology ,Odds Ratio ,Prospective Studies ,Aged, 80 and over ,Prostate Diseases ,11 Medical And Health Sciences ,General Medicine ,Genomics ,3. Good health ,030220 oncology & carcinogenesis ,Meta-analysis ,Physical Sciences ,Transdisciplinary Research in Cancer of the Lung (TRICL) ,Medicine ,DIFFERENT ANATOMIC SITES ,BODY-MASS-INDEX ,Statistics (Mathematics) ,medicine.medical_specialty ,03 medical and health sciences ,Exocrine Glands ,SDG 3 - Good Health and Well-being ,Genome-Wide Association Studies ,Genetics ,Humans ,Statistical Methods ,Molecular Biology ,RECTAL-CANCER ,Aged ,Science & Technology ,Biology and Life Sciences ,Computational Biology ,Genetic Variation ,Odds ratio ,Mendelian Randomization Analysis ,medicine.disease ,Genitourinary Tract Tumors ,030104 developmental biology ,Relative risk ,OLDER WOMEN ,Prostate Gland ,Mathematics ,Meta-Analysis ,Elucidating Loci Involved in Prostate Cancer Susceptibility (ELLIPSE) ,0301 basic medicine ,Bioinformatics ,Lung and Intrathoracic Tumors ,Mathematical and Statistical Techniques ,NETHERLANDS COHORT ,Consortia ,Risk Factors ,GROWTH-FACTOR (IGF)-I ,Medicine and Health Sciences ,Prospective cohort study ,Prostate Cancer ,Middle Aged ,Research Design ,Female ,Anatomy ,Colorectal Neoplasms ,Life Sciences & Biomedicine ,NORWEGIAN MEN ,Research Article ,Biotechnology ,Adult ,Urology ,IGF-BINDING PROTEINS ,Research and Analysis Methods ,Young Adult ,Medicine, General & Internal ,Discovery, Biology, and Risk of Inherited Variants in Breast Cancer (DRIVE) ,General & Internal Medicine ,Internal medicine ,Mendelian randomization ,medicine ,Journal Article ,Colorectal Transdisciplinary Study (CORECT) ,Lung cancer ,Colorectal Cancer ,business.industry ,Cancers and Neoplasms ,Prostatic Neoplasms ,JAPANESE MEN ,Human Genetics ,Cell Biology ,Genome Analysis ,Body Height ,Prostate cancer ,Lung and intrathoracic tumors ,Prospective studies ,Colorectal cancer ,Prostate gland ,Genome-wide association studies ,FOLLOW-UP ,business ,Genome-Wide Association Study - Abstract
Background Observational studies examining associations between adult height and risk of colorectal, prostate, and lung cancers have generated mixed results. We conducted meta-analyses using data from prospective cohort studies and further carried out Mendelian randomization analyses, using height-associated genetic variants identified in a genome-wide association study (GWAS), to evaluate the association of adult height with these cancers. Methods and Findings A systematic review of prospective studies was conducted using the PubMed, Embase, and Web of Science databases. Using meta-analyses, results obtained from 62 studies were summarized for the association of a 10-cm increase in height with cancer risk. Mendelian randomization analyses were conducted using summary statistics obtained for 423 genetic variants identified from a recent GWAS of adult height and from a cancer genetics consortium study of multiple cancers that included 47,800 cases and 81,353 controls. For a 10-cm increase in height, the summary relative risks derived from the meta-analyses of prospective studies were 1.12 (95% CI 1.10, 1.15), 1.07 (95% CI 1.05, 1.10), and 1.06 (95% CI 1.02, 1.11) for colorectal, prostate, and lung cancers, respectively. Mendelian randomization analyses showed increased risks of colorectal (odds ratio [OR] = 1.58, 95% CI 1.14, 2.18) and lung cancer (OR = 1.10, 95% CI 1.00, 1.22) associated with each 10-cm increase in genetically predicted height. No association was observed for prostate cancer (OR = 1.03, 95% CI 0.92, 1.15). Our meta-analysis was limited to published studies. The sample size for the Mendelian randomization analysis of colorectal cancer was relatively small, thus affecting the precision of the point estimate. Conclusions Our study provides evidence for a potential causal association of adult height with the risk of colorectal and lung cancers and suggests that certain genetic factors and biological pathways affecting adult height may also affect the risk of these cancers., In a Mendelian randomisation study Pierce and colleagues show a genetic association between adult height and increased risk of colorectal and lung cancer., Author Summary Why Was This Study Done? Several previous observational studies have examined the association between adult height and risk of cancers of the lung, colon/rectum, and prostate; however, it remains unclear whether adult height is indeed related to the risk of these cancers. What Did the Researchers Do and Find? We conducted a systematic review and meta-analysis of prospective cohort studies that examined the association between adult height and the risk of colorectal, lung, and prostate cancers. To overcome inherent limitations of observational study designs, we conducted Mendelian randomization analyses using genetic data generated from a large multi-center consortium study including 47,800 cases and 81,353 controls. In the meta-analysis of the prospective observational studies, we found a 12% increased risk of colorectal cancer, a 7% increased risk of prostate cancer, and a 6% increased risk of lung cancer for every ten-centimeter increase in height, and this increased risk was corroborated in the Mendelian randomization analyses for colorectal (58%) and lung cancer (10%). What Do These Findings Mean? Our study provides strong evidence for an association between adult height and risk of colorectal and lung cancer, and suggests that certain genetic and biological factors that affect height may also affect the risk of these cancers. However, our meta-analysis was limited to published studies, and the sample size for the Mendelian randomization analysis for colorectal cancer was relatively small, affecting the precision of the risk estimate.
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- 2016
27. Cross-cancer genome-wide analysis of lung, ovary, breast, prostate and colorectal cancer reveals novel pleiotropic associations
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Fehringer, Gordon, Kraft, Peter, Pharoah, Paul D, Eeles, Rosalind A, Chatterjee, Nilanjan, Schumacher, Fredrick R, Schildkraut, Joellen M, Lindstrom, Sara, Brennan, Paul, Bickeboller, Heike, Houlston, Richard S, Landi, Maria Teresa, Caporaso, Neil, Risch, Angela, Al Olama, Ali Amin, Berndt, Sonja I, Giovannucci, Edward L, Gronberg, Henrik, Kote-Jarai, Zsofia, Ma, Jing, Muir, Kenneth, Stampfer, Meir J, Stevens, Victoria L, Wiklund, Fredrik, Willett, Walter C, Goode, Ellen L, Permuth, Jennifer B, Risch, Harvey A, Reid, Brett M, Bezieau, Stephane, Brenner, Hermann, Chan, Andrew T, Chang-Claude, Jenny, Hudson, Thomas J, Kocarnik, Jonathan K, Newcomb, Polly A, Schoen, Robert E, Slattery, Martha L, White, Emily, Adank, Muriel A, Ahsan, Habibul, Aittomaki, Kristiina, Baglietto, Laura, Blomquist, Carl, Canzian, Federico, Czene, Kamila, dos-Santos-Silva, Isabel, Eliassen, A Heather, Figueroa, Jonine D, Flesch-Janys, Dieter, Fletcher, Olivia, Garcia-Closas, Montserrat, Gaudet, Mia M, Johnson, Nichola, Hall, Per, Hazra, Aditi, Hein, Rebecca, Hofman, Albert, Hopper, John L, Irwanto, Astrid, Johansson, Mattias, Kaaks, Rudolf, Kibriya, Muhammad G, Lichtner, Peter, Liu, Jianjun, Lund, Eiliv, Makalic, Enes, Meindl, Alfons, Muller-Myhsok, Bertram, Muranen, Taru A, Nevanlinna, Heli, Peeters, Petra H, Peto, Julian, Prentice, Ross L, Rahman, Nazneen, Sanchez, Maria Jose, Schmidt, Daniel F, Schmutzler, Rita K, Southey, Melissa C, Tamimi, Rulla, Travis, Ruth C, Turnbull, Clare, Uitterlinden, Andre G, Wang, Zhaoming, Whittemore, Alice S, Yang, Xiaohong R, Zheng, Wei, Buchanan, Daniel D, Casey, Graham, Conti, David V, Edlund, Christopher K, Gallinger, Steven, Haile, Robert W, Jenkins, Mark, Le Marchand, Loic, Li, Li, Lindor, Noralene M, Schmit, Stephanie L, Thibodeau, Stephen N, Woods, Michael O, Rafnar, Thorunn, Gudmundsson, Julius, Stacey, Simon N, Stefansson, Kari, Sulem, Patrick, Chen, Y Ann, Tyrer, Jonathan P, Christiani, David C, Wei, Yongyue, Shen, Hongbing, Hu, Zhibin, Shu, Xiao-Ou, Shiraishi, Kouya, Takahashi, Atsushi, Bosse, Yohan, Obeidat, Ma'en, Nickle, David, Timens, Wim, Freedman, Matthew L, Li, Qiyuan, Seminara, Daniela, Chanock, Stephen J, Gong, Jian, Peters, Ulrike, Gruber, Stephen B, Amos, Christopher I, Sellers, Thomas A, Easton, Douglas F, Hunter, David J, Haiman, Christopher A, Henderson, Brian E, Hung, Rayjean J, OCAC, Consortium, PRACTICAL, Res, Hereditary Breast Ovarian Canc, Transdisciplinary, Colorectal, Canc, African Amer Breast, Canc, African Ancestry Prostate, Medical Oncology, Epidemiology, Internal Medicine, Surgery, Guided Treatment in Optimal Selected Cancer Patients (GUTS), and Groningen Research Institute for Asthma and COPD (GRIAC)
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0301 basic medicine ,Oncology ,Male ,medicine.medical_specialty ,Cancer Research ,Lung Neoplasms ,SUSCEPTIBILITY LOCI ,Genotype ,IDENTIFIES 2 ,Colorectal cancer ,Locus (genetics) ,Genome-wide association study ,Breast Neoplasms ,Article ,03 medical and health sciences ,Prostate cancer ,AFRICAN ANCESTRY ,Breast cancer ,SDG 3 - Good Health and Well-being ,Internal medicine ,medicine ,Journal Article ,AGGRESSIVE PROSTATE ,Humans ,GENETIC POLYMORPHISMS ,Lung cancer ,METAANALYSIS ,Ovarian Neoplasms ,business.industry ,COMMON VARIANTS ,Prostatic Neoplasms ,CELL CARCINOMA ,medicine.disease ,RISK LOCI ,3. Good health ,030104 developmental biology ,Expression quantitative trait loci ,Adenocarcinoma ,Female ,business ,Colorectal Neoplasms ,GASTRIC-CANCER ,Genome-Wide Association Study - Abstract
Identifying genetic variants with pleiotropic associations can uncover common pathways influencing multiple cancers. We took a two-stage approach to conduct genome-wide association studies for lung, ovary, breast, prostate, and colorectal cancer from the GAME-ON/GECCO Network (61,851 cases, 61,820 controls) to identify pleiotropic loci. Findings were replicated in independent association studies (55,789 cases, 330,490 controls). We identified a novel pleiotropic association at 1q22 involving breast and lung squamous cell carcinoma, with eQTL analysis showing an association with ADAM15/THBS3 gene expression in lung. We also identified a known breast cancer locus CASP8/ALS2CR12 associated with prostate cancer, a known cancer locus at CDKN2B-AS1 with different variants associated with lung adenocarcinoma and prostate cancer, and confirmed the associations of a breast BRCA2 locus with lung and serous ovarian cancer. This is the largest study to date examining pleiotropy across multiple cancer-associated loci, identifying common mechanisms of cancer development and progression. Cancer Res; 76(17); 5103–14. ©2016 AACR.
- Published
- 2016
28. Association of atrial fibrillation and cancer: Analysis from two large population-based case-control studies.
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Saliba, Walid, Rennert, Hedy S., Gronich, Naomi, Gruber, Stephen B., and Rennert, Gad
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ATRIAL fibrillation diagnosis ,CANCER diagnosis ,MOLECULAR epidemiology ,CANCER risk factors ,CARDIOLOGY - Abstract
Background: An association between atrial fibrillation (AF) and risk of cancer has been suggested in several studies, including prospective cohort studies. However, the magnitude and the temporal nature of this association remain unclear. Methods: Data from two large prospective population-based case-control studies, the Molecular Epidemiology of Colorectal Cancer (MECC, n = 8,383) and the Breast Cancer in Northern Israel Study (BCINIS, n = 11,608), were used to better understand the nature and temporality of a possible association between cancer diagnosis and AF events before and after cancer diagnosis. A case-control study approach was employed to study prior AF as a risk factor for cancer, and a cohort study approach was employed to study incident cancer as a risk factor for AF. Results: AF was associated with a significant reduced odds of cancer as reflected in the case-control approach, with an adjusted OR = 0.77 (95% CI, 0.65–0.91), while cancer was not found to be significantly associated with elevated risk of AF in the cohort approach, with an adjusted HR = 1.10 (0.98–1.23). The immediate period (90 days) after an AF event was associated with a 1.85 times increased risk of cancer, and the immediate period after the diagnosis of cancer was associated with a 3.4 fold increased risk of AF. These findings probably reflect both the effect of acute transient conditions associated with new cancer diagnosis and detection bias. Similar results were identified with colorectal and breast cancer cases. Conclusions: Atrial fibrillation of longer than 90 days duration is associated with reduced odds of new cancer diagnosis. The results of this study suggest that an association observed in prior research may be due to instances related to cancer diagnosis and detection bias rather than a causal relationship. However, there may be bias in the sampling and residual confounding that distort the associations. [ABSTRACT FROM AUTHOR]
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- 2018
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29. Telomere structure and maintenance gene variants and risk of five cancer types.
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Karami, Sara, Han, Younghun, Pande, Mala, Cheng, Iona, Rudd, James, Pierce, Brandon L., Nutter, Ellen L., Schumacher, Fredrick R., Kote‐Jarai, Zsofia, Lindstrom, Sara, Witte, John S., Fang, Shenying, Han, Jiali, Kraft, Peter, Hunter, David J., Song, Fengju, Hung, Rayjean J., McKay, James, Gruber, Stephen B., and Chanock, Stephen J.
- Abstract
Telomeres cap chromosome ends, protecting them from degradation, double-strand breaks, and end-to-end fusions. Telomeres are maintained by telomerase, a reverse transcriptase encoded by TERT, and an RNA template encoded by TERC. Loci in the TERT and adjoining CLPTM1L region are associated with risk of multiple cancers. We therefore investigated associations between variants in 22 telomere structure and maintenance gene regions and colorectal, breast, prostate, ovarian, and lung cancer risk. We performed subset-based meta-analyses of 204,993 directly-measured and imputed SNPs among 61,851 cancer cases and 74,457 controls of European descent. Independent associations for SNP minor alleles were identified using sequential conditional analysis (with gene-level p value cutoffs ≤3.08 × 10
−5 ). Of the thirteen independent SNPs observed to be associated with cancer risk, novel findings were observed for seven loci. Across the DCLRE1B region, rs974494 and rs12144215 were inversely associated with prostate and lung cancers, and colorectal, breast, and prostate cancers, respectively. Across the TERC region, rs75316749 was positively associated with colorectal, breast, ovarian, and lung cancers. Across the DCLRE1B region, rs974404 and rs12144215 were inversely associated with prostate and lung cancers, and colorectal, breast, and prostate cancers, respectively. Near POT1, rs116895242 was inversely associated with colorectal, ovarian, and lung cancers, and RTEL1 rs34978822 was inversely associated with prostate and lung cancers. The complex association patterns in telomere-related genes across cancer types may provide insight into mechanisms through which telomere dysfunction in different tissues influences cancer risk. [ABSTRACT FROM AUTHOR]- Published
- 2016
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30. Association between Adult Height and Risk of Colorectal, Lung, and Prostate Cancer: Results from Meta-analyses of Prospective Studies and Mendelian Randomization Analyses.
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Khankari, Nikhil K., Shu, Xiao-Ou, Wen, Wanqing, Kraft, Peter, Lindström, Sara, Peters, Ulrike, Schildkraut, Joellen, Schumacher, Fredrick, Bofetta, Paolo, Risch, Angela, Bickeböller, Heike, Amos, Christopher I., Easton, Douglas, Eeles, Rosalind A., Gruber, Stephen B., Haiman, Christopher A., Hunter, David J., Chanock, Stephen J., Pierce, Brandon L., and Zheng, Wei
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STATURE ,GENETICS of colon cancer ,LUNG cancer & genetics ,PROSTATE cancer & genetics ,MENDEL'S law ,CANCER genetics ,COLON tumors ,COMPARATIVE studies ,GENETICS ,LONGITUDINAL method ,LUNG tumors ,RESEARCH methodology ,MEDICAL cooperation ,META-analysis ,PROSTATE tumors ,RECTUM tumors ,RESEARCH ,RESEARCH funding ,SYSTEMATIC reviews ,EVALUATION research ,SEQUENCE analysis ,ODDS ratio - Abstract
Background: Observational studies examining associations between adult height and risk of colorectal, prostate, and lung cancers have generated mixed results. We conducted meta-analyses using data from prospective cohort studies and further carried out Mendelian randomization analyses, using height-associated genetic variants identified in a genome-wide association study (GWAS), to evaluate the association of adult height with these cancers.Methods and Findings: A systematic review of prospective studies was conducted using the PubMed, Embase, and Web of Science databases. Using meta-analyses, results obtained from 62 studies were summarized for the association of a 10-cm increase in height with cancer risk. Mendelian randomization analyses were conducted using summary statistics obtained for 423 genetic variants identified from a recent GWAS of adult height and from a cancer genetics consortium study of multiple cancers that included 47,800 cases and 81,353 controls. For a 10-cm increase in height, the summary relative risks derived from the meta-analyses of prospective studies were 1.12 (95% CI 1.10, 1.15), 1.07 (95% CI 1.05, 1.10), and 1.06 (95% CI 1.02, 1.11) for colorectal, prostate, and lung cancers, respectively. Mendelian randomization analyses showed increased risks of colorectal (odds ratio [OR] = 1.58, 95% CI 1.14, 2.18) and lung cancer (OR = 1.10, 95% CI 1.00, 1.22) associated with each 10-cm increase in genetically predicted height. No association was observed for prostate cancer (OR = 1.03, 95% CI 0.92, 1.15). Our meta-analysis was limited to published studies. The sample size for the Mendelian randomization analysis of colorectal cancer was relatively small, thus affecting the precision of the point estimate.Conclusions: Our study provides evidence for a potential causal association of adult height with the risk of colorectal and lung cancers and suggests that certain genetic factors and biological pathways affecting adult height may also affect the risk of these cancers. [ABSTRACT FROM AUTHOR]- Published
- 2016
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31. Salicylic Acid and Risk of Colorectal Cancer: A Two-Sample Mendelian Randomization Study
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Nounu, Aayah, Richmond, Rebecca C, Stewart, Isobel D, Surendran, Praveen, Wareham, Nicholas J, Butterworth, Adam, Weinstein, Stephanie J, Albanes, Demetrius, Baron, John A, Hopper, John L, Figueiredo, Jane C, Newcomb, Polly A, Lindor, Noralane M, Casey, Graham, Platz, Elizabeth A, Marchand, Loïc Le, Ulrich, Cornelia M, Li, Christopher I, Van Dujinhoven, Fränzel JB, Gsur, Andrea, Campbell, Peter T, Moreno, Víctor, Vodicka, Pavel, Vodickova, Ludmila, Amitay, Efrat, Alwers, Elizabeth, Chang-Claude, Jenny, Sakoda, Lori C, Slattery, Martha L, Schoen, Robert E, Gunter, Marc J, Castellví-Bel, Sergi, Kim, Hyeong-Rok, Kweon, Sun-Seog, Chan, Andrew T, Li, Li, Zheng, Wei, Bishop, D Timothy, Buchanan, Daniel D, Giles, Graham G, Gruber, Stephen B, Rennert, Gad, Stadler, Zsofia K, Harrison, Tabitha A, Lin, Yi, Keku, Temitope O, Woods, Michael O, Schafmayer, Clemens, Van Guelpen, Bethany, Gallinger, Steven, Hampel, Heather, Berndt, Sonja I, Pharoah, Paul DP, Lindblom, Annika, Wolk, Alicja, Wu, Anna H, White, Emily, Peters, Ulrike, Drew, David A, Scherer, Dominique, Bermejo, Justo Lorenzo, Brenner, Hermann, Hoffmeister, Michael, Williams, Ann C, and Relton, Caroline L
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Male ,Aspirin ,Genotyping Techniques ,salicylic acid ,colorectal cancer ,Mendelian Randomization Analysis ,Polymorphism, Single Nucleotide ,3. Good health ,Diet ,Risk Factors ,Case-Control Studies ,Mendelian randomization ,Humans ,Female ,Colorectal Neoplasms ,Genome-Wide Association Study - Abstract
Salicylic acid (SA) has observationally been shown to decrease colorectal cancer (CRC) risk. Aspirin (acetylsalicylic acid, that rapidly deacetylates to SA) is an effective primary and secondary chemopreventive agent. Through a Mendelian randomization (MR) approach, we aimed to address whether levels of SA affected CRC risk, stratifying by aspirin use. A two-sample MR analysis was performed using GWAS summary statistics of SA (INTERVAL and EPIC-Norfolk, N = 14,149) and CRC (CCFR, CORECT, GECCO and UK Biobank, 55,168 cases and 65,160 controls). The DACHS study (4410 cases and 3441 controls) was used for replication and stratification of aspirin-use. SNPs proxying SA were selected via three methods: (1) functional SNPs that influence the activity of aspirin-metabolising enzymes; (2) pathway SNPs present in enzymes' coding regions; and (3) genome-wide significant SNPs. We found no association between functional SNPs and SA levels. The pathway and genome-wide SNPs showed no association between SA and CRC risk (OR: 1.03, 95% CI: 0.84-1.27 and OR: 1.08, 95% CI: 0.86-1.34, respectively). Results remained unchanged upon aspirin use stratification. We found little evidence to suggest that an SD increase in genetically predicted SA protects against CRC risk in the general population and upon stratification by aspirin use.
32. Mendelian randomization analysis of C-reactive protein on colorectal cancer risk
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Wang, Xiaoliang, Dai, James Y, Albanes, Demetrius, Arndt, Volker, Berndt, Sonja I, Bézieau, Stéphane, Brenner, Hermann, Buchanan, Daniel D, Butterbach, Katja, Caan, Bette, Casey, Graham, Campbell, Peter T, Chan, Andrew T, Chen, Zhengyi, Chang-Claude, Jenny, Cotterchio, Michelle, Easton, Douglas F, Giles, Graham G, Giovannucci, Edward, Grady, William M, Hoffmeister, Michael, Hopper, John L, Hsu, Li, Jenkins, Mark A, Joshi, Amit D, Lampe, Johanna W, Larsson, Susanna C, Lejbkowicz, Flavio, Li, Li, Lindblom, Annika, Le Marchand, Loic, Martin, Vicente, Milne, Roger L, Moreno, Victor, Newcomb, Polly A, Offitt, Kenneth, Ogino, Shuji, Pharoah, Paul DP, Pinchev, Mila, Potter, John D, Rennert, Hedy S, Rennert, Gad, Saliba, Walid, Schafmayer, Clemens, Schoen, Robert E, Schrotz-King, Petra, Slattery, Martha L, Song, Mingyang, Stegmaier, Christa, Weinstein, Stephanie J, Wolk, Alicja, Woods, Michael O, Wu, Anna H, Gruber, Stephen B, Peters, Ulrike, and White, Emily
- Subjects
Male ,colorectal cancer ,Mendelian Randomization Analysis ,Middle Aged ,Polymorphism, Single Nucleotide ,3. Good health ,C-reactive protein ,Causality ,Logistic Models ,Mendelian randomization ,Humans ,epidemiology ,Female ,Genetic Predisposition to Disease ,Colorectal Neoplasms ,Aged - Abstract
BACKGROUND: Chronic inflammation is a risk factor for colorectal cancer (CRC). Circulating C-reactive protein (CRP) is also moderately associated with CRC risk. However, observational studies are susceptible to unmeasured confounding or reverse causality. Using genetic risk variants as instrumental variables, we investigated the causal relationship between genetically elevated CRP concentration and CRC risk, using a Mendelian randomization approach. METHODS: Individual-level data from 30 480 CRC cases and 22 844 controls from 33 participating studies in three international consortia were used: the Genetics and Epidemiology of Colorectal Cancer Consortium (GECCO), the Colorectal Transdisciplinary Study (CORECT) and the Colon Cancer Family Registry (CCFR). As instrumental variables, we included 19 single nucleotide polymorphisms (SNPs) previously associated with CRP concentration. The SNP-CRC associations were estimated using a logistic regression model adjusted for age, sex, principal components and genotyping phases. An inverse-variance weighted method was applied to estimate the causal effect of CRP on CRC risk. RESULTS: Among the 19 CRP-associated SNPs, rs1260326 and rs6734238 were significantly associated with CRC risk (P = 7.5 × 10-4, and P = 0.003, respectively). A genetically predicted one-unit increase in the log-transformed CRP concentrations (mg/l) was not associated with increased risk of CRC [odds ratio (OR) = 1.04; 95% confidence interval (CI): 0.97, 1.12; P = 0.256). No evidence of association was observed in subgroup analyses stratified by other risk factors. CONCLUSIONS: In spite of adequate statistical power to detect moderate association, we found genetically elevated CRP concentration was not associated with increased risk of CRC among individuals of European ancestry. Our findings suggested that circulating CRP is unlikely to be a causal factor in CRC development.
33. Gynecologic malignancies in Ashkenazi families with the MSH2 A636P founder mutation.
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Lavie, Ofer, Gruber, Stephen B., Lejbkowicz, Flavio, Dishon, Sara, and Rennert, Gad
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GYNECOLOGIC cancer ,COLON cancer ,GENETIC mutation ,ENDOMETRIUM - Abstract
Objective: A founder mutation A636P in the MSH2 gene was found to be related to hereditary nonpolyposis colorectal cancer in Ashkenazi Jews. Although the incidence of colorectal cancer in carriers is relatively well established, the frequency of other tumors is less clear. Study Design: We studied a consecutive series of 19 carrier families that were cared for by the Clalit Health Studies National Familial Cancer Consultation Service, most of whom were identified through a population-based case-control study of colorectal cancer in northern Israel. Results: Gynecologic cancers, 88% of which (28 cases) were endometrial cancers, were diagnosed in 78.9% of the carrier families and in 26.2% of the women who were at risk, with a mean age at diagnosis of 51.2 years. Forty-six percent of the women with endometrial cancer reported at least 1 other primary tumor. Conclusion: Genetic counseling and testing for the MSH2 A636P mutation is indicated for Ashkenazi Jewish women with an endometrial cancer, especially if the cancer is detected before the age of 70 years in women with a personal or family history of colorectal cancer. [Copyright &y& Elsevier]
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- 2008
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34. The InSiGHT Database: An Example LOVD System
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Plazzer, John Paul, den Dunnen, Johan, Macrae, Finlay, Valle, Laura, editor, Gruber, Stephen B., editor, and Capellá, Gabriel, editor
- Published
- 2018
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35. The International Mismatch Repair Consortium
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Jenkins, Mark A., Reece, Jeanette C., Win, Aung K., Valle, Laura, editor, Gruber, Stephen B., editor, and Capellá, Gabriel, editor
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- 2018
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36. The Colon Cancer Family Registry Cohort
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Jenkins, Mark A., Win, Aung K., Lindor, Noralane M., Valle, Laura, editor, Gruber, Stephen B., editor, and Capellá, Gabriel, editor
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- 2018
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37. Medical Oncology Management of Hereditary Colorectal Cancer
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Vilar, Eduardo, Salazar, Ramón, Tabernero, Josep, Valle, Laura, editor, Gruber, Stephen B., editor, and Capellá, Gabriel, editor
- Published
- 2018
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38. Universal Tumor Screening for Lynch Syndrome
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Hampel, Heather, Pearlman, Rachel, Cragun, Deborah, Valle, Laura, editor, Gruber, Stephen B., editor, and Capellá, Gabriel, editor
- Published
- 2018
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39. Genetic and Environmental Modifiers of Cancer Risk in Lynch Syndrome
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Win, Aung K., Scott, Rodney J., Valle, Laura, editor, Gruber, Stephen B., editor, and Capellá, Gabriel, editor
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- 2018
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40. Adenomatous Polyposis Syndromes: Unexplained Colorectal Adenomatous Polyposis
- Author
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Aretz, Stefan, Nielsen, Maartje, Valle, Laura, editor, Gruber, Stephen B., editor, and Capellá, Gabriel, editor
- Published
- 2018
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41. Hereditary Mixed Polyposis Syndrome
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Thomas, Huw, Tomlinson, Ian, Valle, Laura, editor, Gruber, Stephen B., editor, and Capellá, Gabriel, editor
- Published
- 2018
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42. Constitutional Mismatch Repair Deficiency
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Colas, Chrystelle, Brugières, Laurence, Wimmer, Katharina, Valle, Laura, editor, Gruber, Stephen B., editor, and Capellá, Gabriel, editor
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- 2018
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43. Transformer-based biomarker prediction from colorectal cancer histology: A large-scale multicentric study.
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Wagner, Sophia J., Reisenbüchler, Daniel, West, Nicholas P., Niehues, Jan Moritz, Zhu, Jiefu, Foersch, Sebastian, Veldhuizen, Gregory Patrick, Quirke, Philip, Grabsch, Heike I., van den Brandt, Piet A., Hutchins, Gordon G.A., Richman, Susan D., Yuan, Tanwei, Langer, Rupert, Jenniskens, Josien C.A., Offermans, Kelly, Mueller, Wolfram, Gray, Richard, Gruber, Stephen B., and Greenson, Joel K.
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- *
COLORECTAL cancer , *CONVOLUTIONAL neural networks , *ARTIFICIAL intelligence , *DEEP learning , *BIOMARKERS - Abstract
Deep learning (DL) can accelerate the prediction of prognostic biomarkers from routine pathology slides in colorectal cancer (CRC). However, current approaches rely on convolutional neural networks (CNNs) and have mostly been validated on small patient cohorts. Here, we develop a new transformer-based pipeline for end-to-end biomarker prediction from pathology slides by combining a pre-trained transformer encoder with a transformer network for patch aggregation. Our transformer-based approach substantially improves the performance, generalizability, data efficiency, and interpretability as compared with current state-of-the-art algorithms. After training and evaluating on a large multicenter cohort of over 13,000 patients from 16 colorectal cancer cohorts, we achieve a sensitivity of 0.99 with a negative predictive value of over 0.99 for prediction of microsatellite instability (MSI) on surgical resection specimens. We demonstrate that resection specimen-only training reaches clinical-grade performance on endoscopic biopsy tissue, solving a long-standing diagnostic problem. [Display omitted] • AI-based prediction of biomarkers (MSI, BRAF , and KRAS) using transformers • MSI prediction reaches clinical-grade performance on biopsies of colorectal cancer • Transformer-based biomarker prediction generalizes better and is more data efficient • Large-scale multi-cohort evaluation on over 13,000 patients from 16 cohorts Wagner et al. show that transformer-based prediction of biomarkers from histology substantially improves the performance, generalizability, data efficiency, and interpretability as compared with current state-of-the-art algorithms. The method significantly outperforms existing approaches for microsatellite instability detection in surgical resections and reaches clinical-grade performance on biopsies of colorectal cancer, solving a long-standing diagnostic problem. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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44. Distinct molecular features of colorectal cancer in Ghana.
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Raskin, Leon, Dakubo, Jonathan C. B., Palaski, Nicole, Greenson, Joel K., and Gruber, Stephen B.
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COLON cancer diagnosis , *IMMUNOHISTOCHEMISTRY , *MICROSATELLITE repeats , *GENETIC mutation - Abstract
Objectives: While colorectal cancer (CRC) is common, its incidence significantly varies around the globe. The incidence of CRC in West Africa is relatively low, but it has a distinctive clinical pattern and its molecular characteristics have not been studied. This study is one of the first attempts to analyze molecular, genetic, and pathological characteristics of colorectal cancer in Ghana. Methods: DNA was extracted from microdissected tumor and adjacent normal tissue of 90 paraffin blocks of CRC cases (1997-2007) collected at the University of Ghana. Microsatellite instability (MSI) was determined using fragment analysis of ten microsatellite markers. We analyzed expression of mismatch repair (MMR) proteins by immunohistochemistry and sequenced exons 2 and 3 of KRAS and exon 15 of BRAF. Results: MSI analysis showed 41% (29/70) MSI-High, 20% (14/70) MSI-Low, and 39% (27/70) microsatellite-stable (MSS) tumors. Sequencing of KRAS exons 2 and 3 identified activating mutations in 32% (24/75) of tumors, and sequencing of BRAF exon 15, the location of the common activating mutation (V600), did not show mutations at codons 599 and 600 in 88 tumors. Conclusions: Our study found a high frequency of MSI-High colorectal tumors (41%) in Ghana. While the frequency of KRAS mutations is comparable with other populations, absence of BRAF mutations is intriguing and would require further analysis of the molecular epidemiology of CRC in West Africa. [ABSTRACT FROM AUTHOR]
- Published
- 2013
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45. Use of metformin and risk of breast and colorectal cancer.
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Rennert, Gad, Rennert, Hedy S., Gronich, Naomi, Pinchev, Mila, and Gruber, Stephen B.
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- *
COLORECTAL cancer , *BREAST cancer , *ELECTRONIC health records , *ETIOLOGY of cancer , *SPORTS participation , *NON-communicable diseases , *ORTHOPEDIC shoes , *MULTIVARIATE analysis , *HYPOGLYCEMIC agents , *CASE-control method , *TYPE 2 diabetes , *METFORMIN , *BREAST tumors - Abstract
Background: Diabetes has been associated with increased risk of cancer, including breast cancer and colorectal cancer. Metformin, an oral hypoglycemic drug, but not other anti-diabetic drugs, has been associated with reduced risk of breast and of colon cancers in some, but not in other, studies.Methods: Data from two large-scale, population-based, case-control studies of breast and colorectal cancers etiology, conducted in Northern Israel since 1998 were analyzed to evaluate the association between regular use (>3 times) of metformin prior to diagnosis and risk of developing cancer. The multivariate analyses for both cancer sites included age, family history of breast/colorectal cancer, history of diabetes, sports participation, fruits/vegetables consumption, aspirin and statins use, and for breast cancer, also included use of oral contraceptives and postmenopausal hormones and number of pregnancies. Use of metformin and diabetes status were determined based on valid electronic medical records of the participants.Results: Metformin use prior to diagnosis of cancer was associated with a decrease in risk of both breast cancer (OR = 0.821, 0.726-0.928, p = 0.002) and colorectal cancer (OR = 0.754, 0.623-0.912, p = 0.004). An inverse association was not identified with use of other anti-diabetic medications. Diabetes was found to be associated with risk of colorectal cancer (OR = 1.204, 1.014-1.431, p = 0.034) but not of breast cancer. No dose response by years of use of metformin was found.Conclusion: These analyses of large population-based studies provide evidence of a strong inverse association of metformin with breast and, even more so, with colorectal cancer risk. [ABSTRACT FROM AUTHOR]- Published
- 2020
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- View/download PDF
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