Longer-term Geospatial Food Access and the Incidence of Breast Cancer in Metropolitan Chicago
Sudhalkar, N.; Wan, N.; Oddo, V. M.; Peterson, C. E.; Rauscher, G. H.
Show abstract
Diet quality contributes to breast cancer (BC) risk and is shaped in part by the neighborhood food environment. Yet, the long-term impact of residential food environments on BC incidence remains largely underexplored. We linked residential histories of 7,396 BC cases and 21,900 controls in Chicago (1990-2019) to food outlet data from the National Establishment Time Series. Cumulative (time-weighted), inverse distance-weighted (IDW), food access scores were derived along with nearest distance metrics for "healthy" and "less healthy" food access. Associations with incidence were stronger for walking than driving distance-based measures and for nearest distance-based measures over IDW measures. In multivariable logistic regression models, BC incidence decreased monotonically with shorter walking distance to the nearest healthy food outlet, reaching a 60% lower incidence for shorter vs. longer walking distances (OR=0.42, 95% CI=0.38, 0.48). Similarly, incidence increased monotonically with shorter walking distance to the nearest less healthy food outlet, reaching a 150% greater incidence for shorter vs. longer walking distances (OR=2.49, 95% CI=2.19, 2.83). This is the first study to use residential histories to define long-term, time-weighted geospatial food access metrics in BC epidemiology, highlighting how cumulative neighborhood environments have the potential to shape cancer risk and informing targeted interventions.
Matching journals
The top 10 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Understanding motivations of older women to continue or discontinue breast cancer screening 92%
- The Impact of Variance in Carnitine Palmitoyltransferase-1 Expression on Breast Cancer Prognosis is Stratified by Clinical and Anthropometric Factors 91%
- Rural Roads to Cognitive Resilience (RRR): A prospective cohort study protocol 91%
Similar papers in this journal
- Incorporating Polygenic Risk Scores and Nongenetic Risk Factors for Breast Cancer Risk Prediction among Asian Women, Results from Asia Breast Cancer Consortium 91%
- Risk factors for SARS-CoV-2 infection among farmworkers in Monterey County, California 91%
- Public Preferences for Social Distancing Behaviors to Mitigate the Spread of COVID-19: A Discrete Choice Experiment 90%
Similar papers in this journal
- Increased adiposity is protective for breast and prostate cancer: a Mendelian randomisation study using up to 132,413 breast cancer cases and 85,907 prostate cancer cases. 91%
- Disparities in outcomes among patients diagnosed with cancer associated with emergency department visits 90%
- Associations of Healthy Lifestyle and Socioeconomic Status with Cognitive Function in U.S. Older Adults 90%
Similar papers in this journal
- Home Food Procurement Impacts Food Security and Diet Quality during COVID-19 92%
- Is the Healthy Start scheme associated with increased food expenditure in low-income families with young children in the United Kingdom? 92%
- Methods and participant characteristics in the Cancer Risk in Vegetarians Consortium: A cross-sectional analysis across 11 prospective studies 91%
Similar papers in this journal
- Differences in Dietary Intake Exist Among U.S. Adults by Diabetic Status Using NHANES 2009-2016 90%
- Efficacy and Safety of Habitual Consumption of a Food Supplement Containing Miraculin in Malnourished Cancer Patients: the CLINMIR Pilot Study 90%
- The effects of time-restricted eating vs. standard dietary advice on weight, metabolic health and the consumption of processed food: A pragmatic randomised controlled trial in community-based adults 90%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.