The platelet-to-high-density lipoprotein cholesterol ratio as a potential biomarker linking tobacco exposure to accelerated reproductive aging in women

Female reproductive aging, commonly reflected by menopausal age and reproductive lifespan, is influenced by environmental exposures and metabolic health, and tobacco exposure has been associated with earlier menopause and shortened reproductive lifespan. Because this association may involve inflammatory activation and lipid-metabolic alterations, the platelet-to-high-density lipoprotein cholesterol ratio (PHR) may provide a useful composite marker for evaluating tobacco-related reproductive aging. We analyzed data from 6048 women in the US National Health and Nutrition Examination Survey (1999–2018). Serum cotinine and PHR were ln-transformed. Weighted multivariable linear regression assessed associations with menopausal age and reproductive lifespan, adjusting for demographic, lifestyle, and clinical covariates. Exploratory statistical mediation analysis was used to examine the extent to which PHR was statistically related to the association between cotinine and reproductive aging. Restricted cubic splines explored dose-response patterns and possible threshold effects. Higher serum cotinine and PHR were independently associated with earlier menopause (β = −0.28 and −1.86) and shorter reproductive lifespan (β = −0.26 and −1.91; all P < .001). A modest statistically mediated proportion attributed to PHR was observed, accounting for 5.69% to 6.08% of the cotinine-related association. Dose-response analyses suggested possible thresholds (ln-cotinine > −3.47; ln-PHR > 5.13), above which adverse associations became more apparent. Associations were stronger among younger, non-Hispanic White, nondiabetic, and non-hypertensive women. Our study suggests that PHR may be a potentially useful biomarker associated with female reproductive aging. Higher serum cotinine and PHR were associated with earlier menopause and shorter reproductive lifespan, and PHR showed a modest, statistically mediated proportion in these associations. The observed thresholds may be useful primarily for hypothesis generation and future validation, but prospective or longitudinal studies are needed to clarify the potential role of PHR in reproductive aging.

Authors

Institutions

Publication Details

Journal
Medicine
Published
2026-08-28
DOI
https://doi.org/10.1097/md.0000000000050198
Primary Topic
Birth, Development, and Health
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The platelet-to-high-density lipoprotein cholesterol ratio as a potential biomarker linking tobacco exposure to accelerated reproductive aging in women

Bin Lv, Xin Li, Yalan Li, De Qiong et al.
Medicine
Birth, Development, and Health
article

The platelet-to-high-density lipoprotein cholesterol ratio as a potential biomarker linking tobacco exposure to accelerated reproductive aging in women

Bin Lv, Xin Li, Yalan Li, De Qiong, Da Ga, Jing Jing, Lingxiu Li, Hengxi Chen, Dawa Zhuoma, Jie Liao, Weiwei Ning, Silang Quncuo
article en

Abstract

Female reproductive aging, commonly reflected by menopausal age and reproductive lifespan, is influenced by environmental exposures and metabolic health, and tobacco exposure has been associated with earlier menopause and shortened reproductive lifespan. Because this association may involve inflammatory activation and lipid-metabolic alterations, the platelet-to-high-density lipoprotein cholesterol ratio (PHR) may provide a useful composite marker for evaluating tobacco-related reproductive aging. We analyzed data from 6048 women in the US National Health and Nutrition Examination Survey (1999–2018). Serum cotinine and PHR were ln-transformed. Weighted multivariable linear regression assessed associations with menopausal age and reproductive lifespan, adjusting for demographic, lifestyle, and clinical covariates. Exploratory statistical mediation analysis was used to examine the extent to which PHR was statistically related to the association between cotinine and reproductive aging. Restricted cubic splines explored dose-response patterns and possible threshold effects. Higher serum cotinine and PHR were independently associated with earlier menopause (β = −0.28 and −1.86) and shorter reproductive lifespan (β = −0.26 and −1.91; all P < .001). A modest statistically mediated proportion attributed to PHR was observed, accounting for 5.69% to 6.08% of the cotinine-related association. Dose-response analyses suggested possible thresholds (ln-cotinine > −3.47; ln-PHR > 5.13), above which adverse associations became more apparent. Associations were stronger among younger, non-Hispanic White, nondiabetic, and non-hypertensive women. Our study suggests that PHR may be a potentially useful biomarker associated with female reproductive aging. Higher serum cotinine and PHR were associated with earlier menopause and shorter reproductive lifespan, and PHR showed a modest, statistically mediated proportion in these associations. The observed thresholds may be useful primarily for hypothesis generation and future validation, but prospective or longitudinal studies are needed to clarify the potential role of PHR in reproductive aging.

MedicineVol. 105(35)
Sichuan University (CN), West China Second University Hospital of Sichuan University (CN), Tibet Autonomous Region People's Hospital (CN)
Good health and well-being
Openalex Percentile: Top 6%
Birth, Development, and Health
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.