Cardiovascular

Association of atherogenic index of plasma with urine albumin-to-creatinine ratio in Chinese urban adults: a cross-sectional study.

TL;DR

Elevated atherogenic index of plasma (AIP) level is independently associated with increased urine albumin-to-creatinine ratio (UACR) in the Chinese urban population, particularly in younger individuals not receiving lipid-lowering therapy.

Key Findings

Higher AIP quartiles were significantly and positively associated with increased odds of albuminuria in Chinese urban adults.

  • UACR was categorized as normal (UACR < 30 mg/g) and albuminuria (UACR ≥ 30 mg/g)
  • Participants were divided into quartiles according to AIP distribution
  • Multivariable logistic regression models were used after adjustment for potential confounders
  • All associations across quartiles 2, 3, and 4 were statistically significant at p < 0.001

In the fully adjusted model, each successively higher AIP quartile showed progressively greater odds of elevated UACR compared to the lowest quartile.

  • Second AIP quartile: OR = 1.304 (95% CI: 1.196, 1.422), p < 0.001
  • Third AIP quartile: OR = 1.475 (95% CI: 1.355, 1.607), p < 0.001
  • Fourth AIP quartile: OR = 1.815 (95% CI: 1.668, 1.975), p < 0.001
  • The dose-response pattern indicates a graded relationship between AIP and albuminuria risk

The association between AIP and elevated UACR was more pronounced among individuals younger than 60 years.

  • Subgroup analyses stratified participants by age, with the threshold set at 60 years
  • The association was described as 'more pronounced' in the under-60 age group
  • This finding suggests age modifies the relationship between AIP and albuminuria

The association between AIP and elevated UACR was more pronounced among individuals not using lipid-lowering medications.

  • Subgroup analyses stratified participants by lipid-lowering medication use
  • Those not receiving lipid-lowering therapy showed a stronger AIP-UACR association
  • This suggests lipid-lowering therapy may attenuate the relationship between AIP and albuminuria

The study design was a cross-sectional analysis of Chinese urban adults using a large-scale population.

  • The study was conducted in a Chinese urban adult population
  • The paper describes it as a 'large-scale' population study
  • AIP was calculated from plasma lipid measurements (typically log[triglycerides/HDL-cholesterol])
  • The study aimed to systematically examine a relationship that 'has not been fully elucidated in large-scale populations'

What This Means

This research examined whether a measure of cardiovascular risk called the Atherogenic Index of Plasma (AIP) — which reflects the balance between harmful and protective blood fats — is linked to kidney damage markers in Chinese city-dwelling adults. Kidney damage was assessed using the urine albumin-to-creatinine ratio (UACR), where higher values indicate that protein is leaking into the urine, a sign of early kidney stress. The study found that people with higher AIP values were significantly more likely to have abnormal UACR levels, and this risk increased in a step-wise fashion as AIP rose across four groups. The strongest associations were seen in adults under 60 years old and in those not taking cholesterol-lowering medications. Even after accounting for many other health factors that could explain the relationship, higher AIP remained independently linked to greater albuminuria risk, with those in the highest AIP group having about 81% greater odds of albuminuria compared to those with the lowest AIP levels. This research suggests that AIP — a relatively simple calculation from standard blood lipid tests — may be a useful indicator for identifying people at risk of early kidney damage, particularly younger adults who are not yet on lipid-lowering treatment. The findings highlight a potential connection between abnormal blood fat patterns and kidney health, which could inform preventive strategies, though the cross-sectional design of the study means it cannot prove that high AIP directly causes kidney damage.

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Citation

Hou Y, Chen S, Wu Q, Zhang Y, Wang H, Cheng Y, et al.. (2026). Association of atherogenic index of plasma with urine albumin-to-creatinine ratio in Chinese urban adults: a cross-sectional study.. Renal failure. https://doi.org/10.1080/0886022X.2026.2657102