Division of Translational Toxicology, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, NC, USA.
Social and Scientific Systems, Inc., a DLH Holdings Corp Company, Durham, NC, USA.
J Expo Sci Environ Epidemiol. 2024 Jul;34(4):659-669. doi: 10.1038/s41370-024-00690-x. Epub 2024 May 29.
Compared to White women, Black women in the United States are more likely to use personal care products (PCPs) with higher concentrations of endocrine-disrupting chemicals (EDCs) and harsher chemical formulations. This may contribute to differential health outcomes in Black women such as increased risk of breast cancer, cardiometabolic outcomes, adverse birth outcomes, and uterine fibroids.
Classify distinct PCP use patterns across multiple types of products and examine how patterns vary by socio-demographic characteristics.
The Study of Environment, Lifestyle and Fibroids is a cohort study of reproductive-aged Black individuals living around Detroit, Michigan. Using self-reported data on frequency of PCP collected between 2013-2018, we employed latent class analysis to identify distinct groups of participants with similar PCP use. Socio-demographic characteristics were compared across latent classes.
Among 1562 participants, we identified 6 latent classes: Lower Overall; Higher Nailcare; Higher Skincare; Moderate Overall; Higher Makeup/Haircare/Skincare; Higher Overall. Makeup and nailcare usage were the most predictive for classifying participants into groups. Participants in classes with less frequent use of all PCPs and those with only high use of nailcare products, were more likely to report lower socio-economic status (SES), be current smokers, have a body mass index of ≥35 kg/m, and have ≥3 births. In comparison, participants in classes with average and more frequent use of PCPs were more likely to report higher SES, be non-smokers, be nulliparous, and have ever used oral contraceptives.
This study is one of the first detailed assessments of PCP usage among a large cohort of young adult Black women that considers multiple product categories including makeup, hair, skin, nail, and vaginal products. Latent class analysis was used to capture complex patterns of PCP use and identify distinct groups of individuals with similar product use. Although the latent classes are specific to this study population, the identified socio-demographic characteristics or behaviors associated with latent classes may inform targeted and impactful exposure reduction strategies in similar populations.
与美国白人女性相比,黑人女性更有可能使用个人护理产品(PCP),这些产品含有更高浓度的内分泌干扰化学物质(EDC)和更苛刻的化学配方。这可能导致黑人女性出现不同的健康结果,例如乳腺癌风险增加、心脏代谢结果不佳、不良生育结果和子宫肌瘤。
对多种产品的不同 PCP 使用模式进行分类,并研究这些模式如何因社会人口特征而异。
“环境、生活方式与纤维瘤研究”是一项针对生活在密歇根州底特律附近的育龄期黑人个体的队列研究。使用 2013-2018 年期间收集的关于 PCP 使用频率的自我报告数据,我们采用潜在类别分析来识别具有相似 PCP 使用模式的参与者的不同群体。对潜在类别进行了社会人口特征的比较。
在 1562 名参与者中,我们确定了 6 个潜在类别:低总体使用;高美甲护理;高护肤;中等总体使用;高化妆/头发/护肤;高总体使用。化妆和美甲护理的使用是将参与者分类到不同组别的最具预测性因素。使用所有 PCP 频率较低的参与者和仅高使用美甲产品的参与者,更有可能报告较低的社会经济地位(SES),是当前吸烟者,体重指数≥35kg/m2,且生育≥3 次。相比之下,使用 PCP 频率中等或更高的参与者更有可能报告较高的 SES,是非吸烟者,是未生育者,并且曾使用过口服避孕药。
这项研究是对大量年轻成年黑人女性使用 PCP 的情况进行的首次详细评估之一,它考虑了包括化妆品、头发、皮肤、指甲和阴道产品在内的多种产品类别。潜在类别分析用于捕捉 PCP 使用的复杂模式,并识别具有相似产品使用模式的不同个体群体。虽然潜在类别是特定于本研究人群的,但与潜在类别相关的社会人口特征或行为可能为类似人群提供有针对性且有影响力的暴露减少策略。