Association between the lipid accumulation product and chronic kidney disease among adults in the United States.
Xinxin YuXing PuYu XiXiang LiHailun LiDonghui ZhengPublished in: Scientific reports (2024)
The objective of this research was to explore the potential association between lipid accumulation product (LAP) and chronic kidney disease (CKD) among adult population of United States (US). Using cross-sectional data from the 2013 to 2018 National Health and Nutrition Examination Survey (NHANES), we explored the association of LAP with CKD, low estimated glomerular filtration rate (eGFR), and albuminuria. This analysis encompassed multivariate logistic regression analyses, smoothed curve fitting, subgroup analyses, and interaction tests. We found a significant positive association between higher ln-transformed LAP (LAP was transformed using a natural logarithm) and the prevalence of CKD, low-eGFR and albuminuria. Notably, this association of ln-transformed LAP with CKD and albuminuria was significantly influenced by diabetes status and sex (P for interaction < 0.05), while no significant interaction was observed regarding the association with low-eGFR (P for interaction > 0.05). Additionally, in model 3 (adjusted for all included covariates except eGFR and urinary albumin-creatinine ratio (UACR)), a nonlinear relationship was identified between ln-transformed LAP and the presence of both CKD and albuminuria, with inflection points of 4.57 and 4.49, respectively. This indicates that this correlation is more pronounced on the right of the inflection point. In conclusion, the findings indicate a significant association between LAP and the prevalence of CKD in US adults.
Keyphrases
- chronic kidney disease
- end stage renal disease
- small cell lung cancer
- epidermal growth factor receptor
- tyrosine kinase
- cross sectional
- risk factors
- type diabetes
- cardiovascular disease
- randomized controlled trial
- clinical trial
- electronic health record
- risk assessment
- big data
- adipose tissue
- insulin resistance
- artificial intelligence