Harvesting Risk: An Ecologic Study of Agricultural Practices and Patterns and Melanoma Incidence in Pennsylvania

Melanoma incidence clustered in South Central PA, an area with substantial agricultural industry. However, a majority of counties in the cluster were designated as metropolitan, challenging the concept that agriculture is primarily an industry of counties designated as nonmetropolitan (rural). Agricultural practices and patterns were associated with incidence, suggesting that cancer control adopt an integrated One Health approach to concurrently address occupational, environmental, and behavioral risks. The cluster was entirely within the 28-county catchment area of the Penn State Cancer Institute, demonstrating the utility of geospatial data and analysis for cancer control by a cancer center.

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Publication Details

Journal
JCO Clinical Cancer Informatics
Published
2025-11-01
DOI
https://doi.org/10.1200/cci-25-00160
Primary Topic
Data-Driven Disease Surveillance
Type
article
Field-Weighted Citation Impact
0.00
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article

Harvesting Risk: An Ecologic Study of Agricultural Practices and Patterns and Melanoma Incidence in Pennsylvania

Bertram Marks, Jiangang Liao, Charlene Lam, Eugene J. Lengerich et al.
JCO Clinical Cancer Informatics
Data-Driven Disease Surveillance
article

Harvesting Risk: An Ecologic Study of Agricultural Practices and Patterns and Melanoma Incidence in Pennsylvania

Bertram Marks, Jiangang Liao, Charlene Lam, Eugene J. Lengerich, Camille Moeckel
article en

Abstract

Melanoma incidence clustered in South Central PA, an area with substantial agricultural industry. However, a majority of counties in the cluster were designated as metropolitan, challenging the concept that agriculture is primarily an industry of counties designated as nonmetropolitan (rural). Agricultural practices and patterns were associated with incidence, suggesting that cancer control adopt an integrated One Health approach to concurrently address occupational, environmental, and behavioral risks. The cluster was entirely within the 28-county catchment area of the Penn State Cancer Institute, demonstrating the utility of geospatial data and analysis for cancer control by a cancer center.

JCO Clinical Cancer InformaticsVol. 9(9)
Pennsylvania State University (US), Penn State Milton S. Hershey Medical Center (US)
Openalex Percentile: Top 53%
Data-Driven Disease Surveillance
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Harvesting Risk: An Ecologic Study of Agricultural Practices and Patterns and Melanoma Incidence in Pennsylvania — Bertram Marks, Jiangang Liao, et al. · JCO Clinical Cancer Informatics (2025) | TGRS Research Map | TGRS