ArticleBMC endocrine disorders2025
Association of atherogenic index of plasma with kidney dysfunction in diabetic individuals: findings from two national population-based studies.
Article in BMC endocrine disorders, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis that pooled 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.
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
13 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Atherogenic index of plasma and risk of diabetic nephropathy in type 2 diabetes: A meta‑analysis.Biomolecules & biomedicine · 2025Pooled it
- Association of atherogenic index of plasma with urine albumin-to-creatinine ratio in Chinese urban adults: a cross-sectional study.Renal failure · 2026Article
- Association between the atherogenic index of plasma and prognosis in kidney transplant recipients: a retrospective cohort study.International urology and nephrology · 2026Article
- Metabolic Indices of Atherogenicity, Insulin Resistance, and Inflammation (AIP, TyG, and CTI) and the Risk of Renal Function Decline in Early-Stage CKM Syndrome: A Nationwide Prospective Cohort Study.Journal of clinical medicine · 2026Article
- Prognostic value of the atherogenic index of plasma in patients with multivessel coronary disease undergoing CABG: a retrospective cohort study.Lipids in health and disease · 2026Article
- Atherogenic index of plasma and the severity of coronary artery stenosis in patients with type 2 diabetes mellitus: a retrospective cross-sectional study.Frontiers in endocrinology · 2026Article
- Atherogenic index of plasma predicts progression of diabetic kidney disease.Frontiers in medicine · 2026Article
- Linear association between atherogenic index of plasma and diabetic kidney disease: evidence from a large clinical cohort and NHANES.Frontiers in nutrition · 2026Article
- Triglyceride glucose index and atherogenic index of plasma predict rapid kidney function decline in cardiovascular-kidney-metabolic syndrome: the first longitudinal evidence from CHARLS.European journal of medical research · 2025Article
- Association between the atherogenic index of plasma and chronic kidney disease: an evaluation of an adult population of American patients with diabetes mellitus.Renal failure · 2025Article
- Association of the atherogenic index of plasma with in-hospital mortality in patients with sepsis-induced coagulopathy.Lipids in health and disease · 2025Article
- Association of atherogenic index of plasma with cardiovascular disease mortality in patients with type 2 diabetes mellitus and diabetic kidney disease: a cross-sectional study.BMC cardiovascular disorders · 2025Article
- Correlation between the atherogenic index of plasma and risk of diabetic retinopathy.Frontiers in medicine · 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
8 authors.
Funding
Abstract
backgroundExtensive evidence suggests that dyslipidemia is associated with endothelial dysfunction, oxidative stress, and inflammation, all of which can contribute to kidney dysfunction. The atherogenic index of plasma (AIP) is a novel marker of lipid metabolism disorder, but its role in kidney dysfunction in diabetic individuals remains controversial. This study aims to clarify the association of AIP with kidney dysfunction in diabetic individuals.
methodsThis cross-sectional study analyzed a representative sample of participants aged 20 years and older from the United States (n = 2,386, NHANES 2007-2018) and Korea (n = 698, KNHANES 2012). Weighted multivariate logistic regression analyses and smoothed curve fitting were conducted to investigate the relationship between logarithmically transformed AIP (lgAIP) and multiple kidney dysfunction, including albuminuria and low estimated glomerular filtration rate (eGFR) in diabetic individuals. Additionally, we conducted interaction analyses and subgroup analyses to assess whether this relationship remained consistent across different populations. We utilized receiver operating characteristic (ROC) curves to assess and compare the diagnostic performance of AIP and other lipid indices for kidney dysfunction.
resultsIn both databases, higher lgAIP was significantly associated with the occurrence of albuminuria in diabetic individuals (NHANES: OR = 7.69, 95%CI: 2.90-20.40; KNHANES: OR = 6.00, 95%CI: 1.05-34.36) in the fully adjusted model. However, the OR (95% CI) for the association between lgAIP and low-eGFR was 1.22 (0.33, 4.53) in the NHANES database and 2.50 (0.16, 38.62) in the KNHANES database, indicating no statistically significant association. Subgroup analysis revealed that the association between lgAIP and albuminuria in diabetic individuals was influenced by age and BMI stratification in the NHANES database, and by BMI stratification in the KNHANES database (p for interaction < 0.05). Compared to other lipid indicators, AIP appears to be more precise and discriminatory in predicting albuminuria in diabetic individuals.
conclusionOur findings highlight a strong association between lgAIP and albuminuria in diabetic individuals. Future research should explore the mechanisms that underlying this relationship. CLINICAL TRIAL NUMBER: Not applicable.
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.