Observational studyBMJ open2026
Menopause age and hypercholesterolemia comorbidities: a region-wide retrospective cohort study in Andalusia, Spain (2016-2022).
Observational study in BMJ open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesTo quantify sex- and age-related differences in hypercholesterolaemia diagnosis and associated comorbidities around the menopausal transition, using a population-based real-world dataset.
designRetrospective, multicentre, non-interventional observational cohort study.
settingRegion-wide public healthcare system data (primary and secondary care) from Andalusia (Spain), 2016-2022.
participantsAll adult patients meeting inclusion criteria with a recorded diagnosis of hypercholesterolaemia between 1 January 2016 and 31 December 2022 (n=557 034; 227 834 men and 329 200 women).
interventionsNone. PRIMARY AND SECONDARY OUTCOME MEASURES: Primary outcomes were age- and sex-stratified patterns of hypercholesterolaemia diagnosis and comorbidity burden before and after age 50 years (proxy for post-menopausal age). Secondary outcomes included comorbidity-specific comparisons between sexes across age strata and trajectory-based analyses (OR trajectories and incidence-ratio summaries).
resultsWomen were diagnosed later than men (mean age 59.1 vs 56.0 years; mean difference 3.1 years, 95% CI 3.03 to 3.17). Hypercholesterolaemia diagnoses in women rose sharply around ages 50-55 and remained higher than in men at older ages. Comorbidity patterns differed by sex across age strata: compared with men, women aged ≥50 years had higher frequencies of osteoporosis (42 255 vs 2623), anxiety disorder (94 916 vs 31 374) and hypertension (147 538 vs 91 532), with statistically significant differences for these comparisons (p<0.001).
conclusionsMenopause age is a pivotal period associated with a shift towards higher hypercholesterolaemia diagnosis rates and a greater burden of specific comorbidities in women. These findings support sex-specific prevention and management strategies, particularly targeting the menopausal transition and early post-menopause.
Indexed as
Identifiers
What Socratic holds
Registered trials
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.