Impact of phthalate exposure and blood lipids on breast cancer risk: machine learning prediction

Impact of phthalate exposure and blood lipids on breast cancer risk: machine learning prediction

Abstract Background Phthalates exposure and its potential link to cancer are increasingly drawing public attention, which are found in products frequently used by women, including plastic food packaging and cosmetics. Given the lack of consensus from existing studies on the association of phthalate...

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Main Authors: Yanbin Liu, Kunze Li, Yu Zhang, Yifan Cai, Xuanyu Liu, Yiwei Jia, Peizhuo Yao, Xinyu Wei, Huizi Wu, Xuan Liu, Cong Feng, Chaofan Li, Weiwei Wang, Shuqun Zhang, Chong Du
Format: Article
Language:English
Published: SpringerOpen 2025-03-01
Series:Environmental Sciences Europe
Subjects:
Phthalates
Blood lipids
Breast cancer
NHANES
Machine learning
Online Access:https://doi.org/10.1186/s12302-025-01071-3
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https://doi.org/10.1186/s12302-025-01071-3

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