Related Experiment Video For Artificial light-at-night (ALAN)
Updated: Feb 3, 2026

Long-term Culture of Human Breast Cancer Specimens and Their Analysis Using Optical Projection Tomography
Published on: July 29, 2011
Kernel density analysis reveals a halo pattern of breast cancer incidence in Connecticut
Natalya Rybnikova1, Richard G Stevens2, David I Gregorio2
1Department of Natural Resources and Environment Management, Faculty of Management, University of Haifa, Haifa, Israel.
Abstract:
Breast cancer (BC) incidence rates in Connecticut are among the highest in the United States, and are unevenly distributed within the state. Our goal was to determine whether artificial light at night (ALAN) played a role. Using BC records obtained from the Connecticut Tumor Registry, we applied the double kernel density (DKD) estimator to produce a continuous relative risk surface of a disease throughout the State. A multi-variate analysis compared DKD and census track estimates with population density, fertility rate, percent of non-white population, population below poverty level, and ALAN levels. The analysis identified a "halo" geographic pattern of BC incidence, with the highest rates of the disease observed at distances 5-15 km from the state's major cities. The "halo" was of high-income communities, with high ALAN, located in suburban fringes of the state's main cities.
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