Evidence map›Paper›PMID 42689252›Full record

ArticleSexual medicine2026

Age at first sexual intercourse and frailty: Mendelian randomization and population-based evidence from NHANES and UK Biobank.

Kai-Xian Wang, Bao-Peng Liu, Jia-Ning Wang, Kai-Zheng Wang, Yi-Zhan He, Meng-Yao Yu, Zi-Ming Shao, Long Sun, Mei-Xia Xu

Abstract read
In one paragraph

Article in Sexual medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Kai-Xian WangDepartment of Social Medicine and Health Management, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan 250012, China.ORCID https://orcid.org/0009-0003-1919-2719
Bao-Peng LiuDepartment of Epidemiology, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan 250012, China.
Jia-Ning WangDepartment of Epidemiology, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan 250012, China.
Kai-Zheng WangSchool of Acupuncture and Tuina, Shandong University of Traditional Chinese Medicine, Jinan 250355, China.
Yi-Zhan HeDepartment of Social Medicine and Health Management, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan 250012, China.
Meng-Yao YuDepartment of Social Medicine and Health Management, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan 250012, China.
Zi-Ming ShaoDepartment of Social Medicine and Health Management, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan 250012, China.
Long SunDepartment of Social Medicine and Health Management, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan 250012, China.
Mei-Xia XuSchool of Marxism, Shandong Women's University, Jinan 250300, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Age at first sexual intercourse (AFS) is an indicator of sexual initiation and may reflect broader life-course trajectories, but its relationship with frailty remains unclear. To examine genetic evidence for a potential association between AFS and frailty and to characterize nonlinear, threshold, and sex-specific patterns in population-based observational analyses. Methods: We performed Mendelian randomization (MR) analyses using summary statistics for AFS and frailty. We further analyzed data from the National Health and Nutrition Examination Survey (NHANES; Results: MR analyses showed that genetically predicted earlier AFS was associated with higher frailty risk (β = -0.30; 95% CI, -0.36 to -0.25), with similar estimates in males (β = -0.23; 95% CI, -0.30 to -0.16) and females (β = -0.22; 95% CI, -0.30 to -0.13). In observational analyses, restricted cubic spline models showed significant L-shaped associations between AFS and frailty in both NHANES and UKB. AFS <15 years was not significantly associated with frailty in the overall analyses. Compared with the third quintile of AFS, participants in the first and second quintiles had 61% (OR = 1.61, 95% CI: 1.40-1.85) and 19% (OR = 1.19, 95% CI, 1.05-1.41) higher odds of frailty, respectively, whereas fifth quintiles had 23% (OR = 0.77, 95% CI, 0.64-0.91) lower odds of frailty in NHANES; participants in the first quintile had 34% (OR = 1.34, 95% CI, 1.18-1.52) higher odds of frailty in UKB. Threshold analyses identified integer cut points of 21 years in NHANES and 23 years in UKB. Below these thresholds, later AFS was associated with lower odds of frailty; above them, associations were not statistically significant. Conclusion: MR analyses provided genetic evidence consistent with a potential association between earlier AFS and higher frailty risk, while population-based analyses showed an L-shaped association among middle-aged and older adults. These findings should be interpreted cautiously and not as definitive evidence of causality. Earlier AFS may be relevant to frailty risk later in life, supporting safe, informed, and rights-based sexual development rather than defining an optimal age for sexual debut.

Indexed as

age at first sexual intercoursefrailtyMendelian randomizationNational Health and Nutrition Examination SurveyUK Biobank

Identifiers

PMID42689252
PMCPMC13537451

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.