Evidence map›Paper›PMID 41703586›Full record

ArticleLipids in health and disease2026

Atherogenic index of plasma and lower estimated glomerular filtration rate in IgA nephropathy.

Ricong Xu, Abdul Rashid Qureshi, Mohamed E Suliman, Nanbo Zhu, Hong Xu, Yuna Chen, Anni Zhong, Qijun Wan, Bengt Lindholm

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In one paragraph

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

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Ricong XuDepartment of Nephrology, Shenzhen Second People's Hospital, The First Affiliated Hospital of Shenzhen University, Shenzhen, Guangdong, China.
Abdul Rashid QureshiDivision of Renal Medicine, Department of Clinical Science Intervention and Technology, Karolinska Institutet, Stockholm, Sweden.
Mohamed E SulimanDivision of Renal Medicine, Department of Clinical Science Intervention and Technology, Karolinska Institutet, Stockholm, Sweden.
Nanbo ZhuDepartment of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden.
Hong XuDepartment of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden.
Yuna ChenDepartment of Nephrology, Shenzhen Second People's Hospital, The First Affiliated Hospital of Shenzhen University, Shenzhen, Guangdong, China.
Anni ZhongDepartment of Nephrology, Shenzhen Second People's Hospital, The First Affiliated Hospital of Shenzhen University, Shenzhen, Guangdong, China.
Qijun WanDepartment of Nephrology, Shenzhen Second People's Hospital, The First Affiliated Hospital of Shenzhen University, Shenzhen, Guangdong, China.
Bengt LindholmDivision of Renal Medicine, Department of Clinical Science Intervention and Technology, Karolinska Institutet, Stockholm, Sweden. bengt.lindholm@ki.se.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIgA nephropathy (IgAN) demonstrates substantial progression to end-stage kidney disease, yet metabolic risk factors remain underexplored. The atherogenic index of plasma (AIP), calculated as log(triglycerides/HDL-cholesterol), integrates pro-atherogenic and anti-atherogenic lipid components, but its association with renal function in IgAN is unclear.

methodsThis cross-sectional study analyzed 1186 Chinese patients with biopsy-proven primary IgAN. AIP was standardized as Z-scores for analysis. Primary outcome was estimated glomerular filtration rate (eGFR). Secondary outcomes included eGFR < 60 mL/min/1.73 m² and proteinuria. Multivariable linear and logistic regression models assessed associations with progressive adjustments. Subgroup analyses evaluated effect modification.

resultsMedian age was 34 years with 48% males. Each standard deviation increase in AIP was associated with 2.08 mL/min/1.73 m² lower eGFR (95% CI: -3.48, -0.68; p = 0.004) and 33% higher odds of eGFR < 60 mL/min/1.73 m² (OR: 1.33; 95% CI: 1.07, 1.67; p = 0.012) in fully adjusted models. Patients in the highest versus lowest AIP tertile had 4.73 mL/min/1.73 m² lower eGFR (p = 0.005) and 76% higher odds of eGFR < 60 mL/min/1.73 m² (p = 0.034). AIP was associated with higher proteinuria in patients with eGFR ≥ 60 mL/min/1.73 m² (β: 141.63 mg/24 h per SD; 95% CI: 33.75, 249.51; p = 0.01). Significant effect modification occurred by BMI (p-interaction = 0.032) and hyperuricemia (p-interaction = 0.030), with stronger associations in patients with BMI < 23 kg/m² and without hyperuricemia.

conclusionHigher AIP independently associates with lower eGFR and higher proteinuria at diagnosis in IgAN patients, particularly in specific metabolic subgroups. Longitudinal studies are needed to determine whether AIP has prognostic value for renal outcomes.

Indexed as

AtherosclerosisGlomerular Filtration RateGlomerulonephritis, IGAAdultCholesterol, HDLCross-Sectional StudiesFemaleHumansMaleMiddle AgedProteinuriaRisk FactorsTriglyceridesCholesterol, HDLTriglyceridesAtherogenic index of plasmaBody mass indexChronic kidney diseaseDyslipidemiaHyperuricemiaIgA nephropathy

Identifiers

PMID41703586
PMCPMC12934030

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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.