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Physical activity and molecular subtypes of colorectal cancer: a pooled observational analysis and Mendelian randomization study
by
Nowak, Jonathan A
, Um, Caroline Y
, Georgeson, Peter
, Phipps, Amanda I
, Hullar, Meredith A J
, Toland, Amanda E
, Schoen, Robert E
, Buchanan, Daniel D
, Harrison, Tabitha A
, Newton, Christina C
, Ogino, Shuji
, Guelpen, Bethany Van
, Moreno, Victor
, Peters, Ulrike
, Berndt, Sonja I
, Chan, Andrew T
, Chalitsios, Christos V
, Aglago, Elom K
, Qu, Conghui
, Steinfelder, Robert S
, Ugai, Tomotaka
, Dimou, Niki
, Hoffmeister, Michael
, Thomas, Claire E
, Huang, Wen-Yi
, Campbell, Peter T
, Trinh, Quang M
, Schmit, Stephanie L
, Murphy, Neil
, Cao, Yin
, Giannakis, Marios
, Markozannes, Georgios
, Zaidi, Syed H
, Woods, Michael O
, Brenner, Hermann
, Drew, David A
, Andreson, Laura
, Sun, Wei
, Gruber, Stephen B
, Huyghe, Jeroen R
, French, Amy J
, Hsu, Li
, Tsilidis, Konstantinos K
, Lynch, Brigid M
, Pellatt, Andrew J
, Gunter, Marc J
, Obón-Santacana, Mireia
in
Aged
/ Biomarkers, Tumor - genetics
/ braf gene
/ Case-Control Studies
/ Colorectal cancer
/ Colorectal Neoplasms - epidemiology
/ Colorectal Neoplasms - genetics
/ Colorectal Neoplasms - prevention & control
/ Confidence intervals
/ cpg island methylator phenotype
/ CpG Islands - genetics
/ DNA Methylation
/ Epigenetics
/ Exercise
/ Female
/ Genome-Wide Association Study
/ Humans
/ kras2 gene
/ Logistic Models
/ Male
/ Mendelian Randomization Analysis
/ Microsatellite Instability
/ Middle Aged
/ Mutation
/ Observational studies
/ Odds Ratio
/ physical activity
/ Proto-Oncogene Proteins B-raf - genetics
/ Proto-Oncogene Proteins p21(ras) - genetics
/ Risk Factors
2025
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Physical activity and molecular subtypes of colorectal cancer: a pooled observational analysis and Mendelian randomization study
by
Nowak, Jonathan A
, Um, Caroline Y
, Georgeson, Peter
, Phipps, Amanda I
, Hullar, Meredith A J
, Toland, Amanda E
, Schoen, Robert E
, Buchanan, Daniel D
, Harrison, Tabitha A
, Newton, Christina C
, Ogino, Shuji
, Guelpen, Bethany Van
, Moreno, Victor
, Peters, Ulrike
, Berndt, Sonja I
, Chan, Andrew T
, Chalitsios, Christos V
, Aglago, Elom K
, Qu, Conghui
, Steinfelder, Robert S
, Ugai, Tomotaka
, Dimou, Niki
, Hoffmeister, Michael
, Thomas, Claire E
, Huang, Wen-Yi
, Campbell, Peter T
, Trinh, Quang M
, Schmit, Stephanie L
, Murphy, Neil
, Cao, Yin
, Giannakis, Marios
, Markozannes, Georgios
, Zaidi, Syed H
, Woods, Michael O
, Brenner, Hermann
, Drew, David A
, Andreson, Laura
, Sun, Wei
, Gruber, Stephen B
, Huyghe, Jeroen R
, French, Amy J
, Hsu, Li
, Tsilidis, Konstantinos K
, Lynch, Brigid M
, Pellatt, Andrew J
, Gunter, Marc J
, Obón-Santacana, Mireia
in
Aged
/ Biomarkers, Tumor - genetics
/ braf gene
/ Case-Control Studies
/ Colorectal cancer
/ Colorectal Neoplasms - epidemiology
/ Colorectal Neoplasms - genetics
/ Colorectal Neoplasms - prevention & control
/ Confidence intervals
/ cpg island methylator phenotype
/ CpG Islands - genetics
/ DNA Methylation
/ Epigenetics
/ Exercise
/ Female
/ Genome-Wide Association Study
/ Humans
/ kras2 gene
/ Logistic Models
/ Male
/ Mendelian Randomization Analysis
/ Microsatellite Instability
/ Middle Aged
/ Mutation
/ Observational studies
/ Odds Ratio
/ physical activity
/ Proto-Oncogene Proteins B-raf - genetics
/ Proto-Oncogene Proteins p21(ras) - genetics
/ Risk Factors
2025
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Physical activity and molecular subtypes of colorectal cancer: a pooled observational analysis and Mendelian randomization study
by
Nowak, Jonathan A
, Um, Caroline Y
, Georgeson, Peter
, Phipps, Amanda I
, Hullar, Meredith A J
, Toland, Amanda E
, Schoen, Robert E
, Buchanan, Daniel D
, Harrison, Tabitha A
, Newton, Christina C
, Ogino, Shuji
, Guelpen, Bethany Van
, Moreno, Victor
, Peters, Ulrike
, Berndt, Sonja I
, Chan, Andrew T
, Chalitsios, Christos V
, Aglago, Elom K
, Qu, Conghui
, Steinfelder, Robert S
, Ugai, Tomotaka
, Dimou, Niki
, Hoffmeister, Michael
, Thomas, Claire E
, Huang, Wen-Yi
, Campbell, Peter T
, Trinh, Quang M
, Schmit, Stephanie L
, Murphy, Neil
, Cao, Yin
, Giannakis, Marios
, Markozannes, Georgios
, Zaidi, Syed H
, Woods, Michael O
, Brenner, Hermann
, Drew, David A
, Andreson, Laura
, Sun, Wei
, Gruber, Stephen B
, Huyghe, Jeroen R
, French, Amy J
, Hsu, Li
, Tsilidis, Konstantinos K
, Lynch, Brigid M
, Pellatt, Andrew J
, Gunter, Marc J
, Obón-Santacana, Mireia
in
Aged
/ Biomarkers, Tumor - genetics
/ braf gene
/ Case-Control Studies
/ Colorectal cancer
/ Colorectal Neoplasms - epidemiology
/ Colorectal Neoplasms - genetics
/ Colorectal Neoplasms - prevention & control
/ Confidence intervals
/ cpg island methylator phenotype
/ CpG Islands - genetics
/ DNA Methylation
/ Epigenetics
/ Exercise
/ Female
/ Genome-Wide Association Study
/ Humans
/ kras2 gene
/ Logistic Models
/ Male
/ Mendelian Randomization Analysis
/ Microsatellite Instability
/ Middle Aged
/ Mutation
/ Observational studies
/ Odds Ratio
/ physical activity
/ Proto-Oncogene Proteins B-raf - genetics
/ Proto-Oncogene Proteins p21(ras) - genetics
/ Risk Factors
2025
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Physical activity and molecular subtypes of colorectal cancer: a pooled observational analysis and Mendelian randomization study
Journal Article
Physical activity and molecular subtypes of colorectal cancer: a pooled observational analysis and Mendelian randomization study
2025
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Overview
Abstract
Background
Physical activity is associated with lower colorectal cancer (CRC) risk, but its association with molecular subtypes defined by genetic and epigenetic alterations of the disease is unclear. Such information may enhance the understanding of the mechanisms related to the benefits of physical activity.
Methods
Pooled observational (cases: n = 5386; controls: n = 6798; studies n = 5) and genome-wide association data (cases: n = 8178; controls: n = 10 472; studies n = 5) were used. We used multivariable logistic regression models and Mendelian randomization to assess the association between physical activity and the risk of CRC subtypes defined by individual tumor markers (and marker combinations), namely microsatellite instability status, CpG island methylator phenotype status, and BRAF and KRAS mutations. We used case-only analysis to test for differences between molecular subtypes. We applied Bonferroni correction to account for multiple tests.
Results
In the pooled observational analysis, higher levels of physical activity were associated with lower CRC risk (Obs-per 1SD, odds ratio [OR] = 0.94, 95% confidence interval [CI] = 0.90 to 0.97), with an association that was stronger in males (Obs-per 1SD, OR = 0.91, 95% CI = 0.87 to 0.96) than in females (Obs-per 1SD, OR = 0.97, 95% CI = 0.91 to 1.03; Pinteraction = .04). Higher physical activity was associated with a lower risk of CRC across all molecular subtypes, especially in males. There was no difference in the associations by subtypes by pooled observational or Mendelian randomization analyses. The findings did not differ by study design, anatomical site, and early or late age onset of CRC.
Conclusions
Our findings suggest that physical activity is not differentially associated with the 4 major molecular subtypes involved in colorectal carcinogenesis, indicating that its benefits extend broadly across colorectal cancer pathogenesis.
Publisher
Oxford University Press
Subject
/ Biomarkers, Tumor - genetics
/ Colorectal Neoplasms - epidemiology
/ Colorectal Neoplasms - genetics
/ Colorectal Neoplasms - prevention & control
/ cpg island methylator phenotype
/ Exercise
/ Female
/ Genome-Wide Association Study
/ Humans
/ Male
/ Mendelian Randomization Analysis
/ Mutation
/ Proto-Oncogene Proteins B-raf - genetics
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