Environmental and social determinants of mammographic features
Project Number1R01ES035736-01A1
Former Number1R01ES035736-01
Contact PI/Project LeaderLADEN, FRANCINE Other PIs
Awardee OrganizationHARVARD SCHOOL OF PUBLIC HEALTH
Description
Abstract Text
Percent mammographic density (PMD) is one of the strongest risk factors for, and is considered an intermediate
marker of, breast cancer. Recent wide spread uptake of digital mammography, and advances in image analyses
have identified additional mammographic features including texture variation (gray-scale and spatial variation)
in breast density and deep learning-based risk scores that predict breast cancer risk independent of PMD.
Because of the strong associations with breast cancer risk there is a need to identify potential modifiable risk
factors of mammographic features. Differences in breast cancer risk by socioeconomic status (SES) have long
been established, as well as observations of spatial variation in the US. It has become clear that social
determinants of health (SDOH), have an impact on health conditions including cancer. Healthy People 2030 has
identified five key domains of SDOH that impact health: economic stability, education, health care, neighborhood
environment, and social/community context. Additionally, there is a small, but growing body of evidence
suggesting a role of environmental exposures (e.g., air pollution) with breast cancer risk and mammographic
features. However, most studies have examined the health effects associated with one environmental exposure
or SDOH at a time, ignoring that individuals experience multiple exposures simultaneously. Also, few studies
have been able to assess changes in mammographic features over the menopausal transition.
Using the resources of the nationwide prospective Nurses’ Health Study 3 (NHS3), we are uniquely
positioned to study the complex associations of multiple environmental exposures and SDOH on mammographic
features predictive of breast cancer. NHS3 is an open cohort currently consisting of 33,780 active US female
nurses and nursing students (mean age at enrollment 34.0). To date 12,891 participants (38.2%) reported having
at least one mammogram. We propose to collect and analyze digital mammographic images from 4,000
participants selected to maximize diversity in age, race and ethnicity, and region of residence. This proposal
takes a comprehensive approach to understanding the impact of demographic factors, SDOH and a wide range
of environmental factors including air pollution, UV, radon, on mammographic features.
The specific aims are: (1) determine how multiple environmental exposures, demographic factors, and
SDOH are associated with mammographic features, and (2) with change in mammographic features from pre-
to postmenopause; and (3) determine the joint associations of environmental and SDOH characteristics with
baseline PMD and imaging features and change of the same.
We expect our findings to provide valuable information on the role of modifiable exposures on
mammographic features and thus, subsequent breast cancer risk. These findings will provide valuable
information for individual- and population-level prevention, risk assessments, and policy decisions, with the long-
term goal of reducing the burden of breast cancer.
Public Health Relevance Statement
Project Narrative
This proposal takes a comprehensive approach to understanding the impact of a wide range of environmental
factors including air pollution, and physical stressors (ultraviolet radiation [UV], radon), demographic factors (age,
race and ethnicity), and social determinants of health (SDOH) on mammographic features in the Nurses’ Health
Study 3. We expect our findings to provide valuable information on the role of modifiable exposures on
mammographic features and thus, subsequent breast cancer risk. These findings will inform individual- and
population-level prevention, risk assessments, and policy decisions, with the long-term goal of reducing the
burden of breast cancer.
NIH Spending Category
No NIH Spending Category available.
Project Terms
AddressAgeAir PollutionAttenuatedBody mass indexBreast Cancer Risk FactorBreast FeedingCharacteristicsChronic stressCommunitiesComplexDataDemographic FactorsDemographic ImpactDietDigital MammographyEconomicsEducationEnrollmentEnvironmentEnvironmental ExposureEnvironmental Risk FactorEthnic OriginExposure toFemaleFutureGoalsGrantHealthHealthcareImageImage AnalysisIndividualJointsMalignant Breast NeoplasmMalignant NeoplasmsMammographic DensityMammographyMeasuresMetabolismNeighborhoodsNursesNurses' Health StudyNursing StudentsParticipantPerimenopausePersonsPhysical activityPoliciesPollutionPopulationPositioning AttributePostmenopausePremenopausePreventionQuestionnairesRaceRadonRecording of previous eventsReportingReproductive HistoryResourcesRiskRisk AssessmentRisk FactorsRoleSocioeconomic StatusTextureTimeUV Radiation ExposureUltraviolet RaysUpdateVariantWomanbreast densitycancer riskcohortdeep learningdeprivationexperiencefollow-upgeographic differencemodifiable riskparityprospectiveresidencesocialsocial determinantssocial health determinantsstressoruptake
National Institute of Environmental Health Sciences
CFDA Code
113
DUNS Number
149617367
UEI
UNVDZNFA8R29
Project Start Date
03-September-2024
Project End Date
30-June-2029
Budget Start Date
03-September-2024
Budget End Date
30-June-2025
Project Funding Information for 2024
Total Funding
$763,895
Direct Costs
$666,724
Indirect Costs
$97,171
Year
Funding IC
FY Total Cost by IC
2024
National Institute of Environmental Health Sciences
$763,895
Year
Funding IC
FY Total Cost by IC
Sub Projects
No Sub Projects information available for 1R01ES035736-01A1
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