Literature DB >> 33504831

Large-scale systematic analysis of exposure to multiple cancer risk factors and the associations between exposure patterns and cancer incidence.

Julia Steinberg1,2, Sarsha Yap3, David Goldsbury3, Visalini Nair-Shalliker3,4, Emily Banks5, Karen Canfell3,4,6, Dianne L O'Connell3,4,7.   

Abstract

Exposures to cancer risk factors such as smoking and alcohol are not mutually independent. We aimed to identify risk factor exposure patterns and their associations with sociodemographic characteristics and cancer incidence. We considered 120,771 female and, separately, 100,891 male participants of the Australian prospective cohort 45 and Up Study. Factor analysis grouped 36 self-reported variables into 8 combined factors each for females (largely representing 'smoking', 'alcohol', 'vigorous exercise', 'age at childbirth', 'Menopausal Hormone Therapy', 'parity and breastfeeding', 'standing/sitting', 'fruit and vegetables') and males (largely representing 'smoking', 'alcohol', 'vigorous exercise', 'urology and health', 'moderate exercise', 'standing/sitting', 'fruit and vegetables', 'meat and BMI'). Associations with cancer incidence were investigated using multivariable logistic regression (4-8 years follow-up: 6193 females, 8749 males diagnosed with cancer). After multiple-testing correction, we identified 10 associations between combined factors and cancer incidence for females and 6 for males, of which 14 represent well-known relationships (e.g. bowel cancer: females 'smoking' factor Odds Ratio (OR) 1.16 (95% Confidence Interval (CI) 1.08-1.25), males 'smoking' factor OR 1.15 (95% CI 1.07-1.23)), providing evidence for the validity of this approach. The catalogue of associations between exposure patterns, sociodemographic characteristics, and cancer incidence can help inform design of future studies and targeted prevention programmes.

Entities:  

Year:  2021        PMID: 33504831      PMCID: PMC7841154          DOI: 10.1038/s41598-021-81463-6

Source DB:  PubMed          Journal:  Sci Rep        ISSN: 2045-2322            Impact factor:   4.379


  38 in total

1.  Research use of linked health data--a best practice protocol.

Authors:  C W Kelman; A J Bass; C D J Holman
Journal:  Aust N Z J Public Health       Date:  2002       Impact factor: 2.939

2.  MissForest--non-parametric missing value imputation for mixed-type data.

Authors:  Daniel J Stekhoven; Peter Bühlmann
Journal:  Bioinformatics       Date:  2011-10-28       Impact factor: 6.937

3.  The clustering of health-related behaviours in a British population sample: Testing for cohort differences.

Authors:  Claire Mawditt; Amanda Sacker; Annie Britton; Yvonne Kelly; Noriko Cable
Journal:  Prev Med       Date:  2016-04-04       Impact factor: 4.018

4.  Diet and esophageal cancer risk in the Eastern Cape Province of South Africa.

Authors:  Vikash Sewram; Freddy Sitas; Dianne O'Connell; Jonny Myers
Journal:  Nutr Cancer       Date:  2014-05-30       Impact factor: 2.900

5.  Global estimates of cancer prevalence for 27 sites in the adult population in 2008.

Authors:  Freddie Bray; Jian-Song Ren; Eric Masuyer; Jacques Ferlay
Journal:  Int J Cancer       Date:  2012-07-26       Impact factor: 7.396

6.  Prospective study of three major dietary patterns and risk of gastric cancer in Japan.

Authors:  Mi Kyung Kim; Satoshi Sasaki; Shizuka Sasazuki; Shoichiro Tsugane
Journal:  Int J Cancer       Date:  2004-06-20       Impact factor: 7.396

7.  Association between risk of breast cancer and fertility factors--a latent variable approach.

Authors:  Mohamad Amin Pourhoseingholi; Yadolah Mehrabi; Hamid Alavi-Majd; Parvin Yavari; Azadeh Safaee
Journal:  Asian Pac J Cancer Prev       Date:  2008 Apr-Jun

8.  Eating patterns and risk of colon cancer.

Authors:  M L Slattery; K M Boucher; B J Caan; J D Potter; K N Ma
Journal:  Am J Epidemiol       Date:  1998-07-01       Impact factor: 4.897

9.  Cohort profile: the 45 and up study.

Authors:  Emily Banks; Sally Redman; Louisa Jorm; Bruce Armstrong; Adrian Bauman; John Beard; Valerie Beral; Julie Byles; Stephen Corbett; Robert Cumming; Mark Harris; Freddy Sitas; Wayne Smith; Lee Taylor; Sonia Wutzke; Sanja Lujic
Journal:  Int J Epidemiol       Date:  2007-09-19       Impact factor: 7.196

10.  Traditional and Emerging Lifestyle Risk Behaviors and All-Cause Mortality in Middle-Aged and Older Adults: Evidence from a Large Population-Based Australian Cohort.

Authors:  Ding Ding; Kris Rogers; Hidde van der Ploeg; Emmanuel Stamatakis; Adrian E Bauman
Journal:  PLoS Med       Date:  2015-12-08       Impact factor: 11.069

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  1 in total

1.  Supportive Care Needs Assessment for Cancer Survivors at a Comprehensive Cancer Center in the Middle East: Mending the Gap.

Authors:  Amal Al-Omari; Nedal Al-Rawashdeh; Rana Damsees; Khawlah Ammar; Ibrahim Alananzeh; Bayan Inserat; Dalia Al-Rimawi; Shrouq Tbayshat; Hazim Ababneh; Haneen Alishreim; Hashem Abu Serhan; Faisal Al-Noaaimi; Hikmat Abdel-Razeq
Journal:  Cancers (Basel)       Date:  2022-02-16       Impact factor: 6.639

  1 in total

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