ArticleGlobal heart2025
Gender Disparity in Lipid Testing Among Over 0.5 Million Adults from Pakistan: Females are Tested Much Later Despite Higher LDL-Cholesterol Levels.
Article in Global heart, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
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
3 citing papers in PubMed.
- Friedewald and Martin-Hopkins formulae for estimating low-density lipoprotein cholesterol in a Malagasy population.African journal of laboratory medicine · 2026Article
- Non-adherence to oral antidiabetic medications among patients with type 2 diabetes: evidence from a nationwide multicentre study in a lower-middle-income country.BMC public health · 2025Article
- Dyslipidaemia among children and adolescents in Pakistan: a five-year retrospective cohort study based on laboratory data.Lipids in health and disease · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background and aims: Dyslipidemia is the major risk factor for atherosclerotic cardiovascular disease (ASCVD); therefore, its early diagnosis and treatment is necessary. While previous studies in Pakistan focused on general lipid profiles, investigations into gender disparities in lipid testing remain scarce. Therefore, the present study aims to explore the gender disparity in lipid testing and lipid levels among the adult Pakistani population. Methods: The lipid profile data was obtained from a tertiary care hospital and a diagnostic laboratory with centers across Pakistan. Dyslipidemia was defined based on the criteria provided by the National Cholesterol Education Program (NCEP) guidelines. Gender-based differences in lipid levels were analysed by copula decomposition, breaking down dyslipidemia differences into composition and structure effects. Results: A total of 577,489 adults were included in this study. The highest number of tests (n = 86,709, 14.6%) were conducted in individuals aged between 50 to 54 years. Greater number of males (n = 203,415, 64.3%) were tested before the age of 50 years compared to females (n = 113,030, 35.7%). Conversely, after the age of 50 years, number of tests increased notably among females (n = 137,541, 52.7%) compared to males (n = 123,503, 47.3%; p < 0.001). For all comparisons, significant differences were observed for low density lipoprotein cholesterol (LDL-C), triglycerides (TG), and high-density lipoprotein cholesterol (HDL-C) levels between males and females (p < 0.001), where average levels of LDL-C, TC and HDL-C were higher in females while average TG levels were higher in males. Conclusion: This study highlights the gender disparity in lipid testing in Pakistan, where females undergo lipid testing later in life, despite higher lipid levels compared to males.
Indexed as
Identifiers
What OpenQuestion 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 OpenQuestion graph.