Evidence map›Paper›PMID 42063795›Full record

ArticleFrontiers in medicine2026

The clinical value of metabolic indicators in immunoglobulin A nephropathy.

Limei Zhao, Tingting Zhang, Xiaoshuang Zhou

Abstract read
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Article in Frontiers in medicine, 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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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

3 authors.

Limei ZhaoThe Fifth Clinical Medical College of Shanxi Medical University, Taiyuan, Shanxi, China.
Tingting ZhangThe Fifth Clinical Medical College of Shanxi Medical University, Taiyuan, Shanxi, China.
Xiaoshuang ZhouDepartment of Nephrology, Shanxi Provincial People's Hospital, The Fifth Clinical Medical College of Shanxi Medical University, Taiyuan, Shanxi, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Immunoglobulin A nephropathy (IgAN) is a leading cause of end-stage renal disease (ESRD). There is a critical need for sensitive biomarkers to predict disease progression, as traditional indicators like serum creatinine (Scr) have limitations. This study investigates the association of routine metabolic indicators with renal function, pathology, and hospitalization expenses in IgAN patients. In this cross-sectional study, lactate dehydrogenase (LDH) levels were significantly correlated with mesangial hypercellularity (M) and tubular atrophy/interstitial fibrosis (T) in the MEST-C score in the Oxford classification. Furthermore, LDH levels showed a consistent association with estimated glomerular filtration rate (eGFR) and total hospitalization expenses in unadjusted and multivariable-adjusted analyses. Serum uric acid (SUA) levels also demonstrated a strong relationship with renal function. In lipid metabolism, high-density lipoprotein cholesterol was significantly associated with eGFR after multivariable adjustment, whereas triglycerides (TGs) showed correlations with eGFR only in the unadjusted analysis. Serum total protein (TP) levels exhibited a linear positive correlation with eGFR in the unadjusted analysis and emerged as a robust predictor of M, segmental glomerulosclerosis (S), and T lesions in the Oxford Classification. After false discovery rate correction for multiple comparisons, TP was found to be significantly associated with T lesions, which was the most crucial finding of our study, whereas associations involving LDH and other markers were exploratory. Importantly, S and T lesions were strongly associated with a decline in renal function and M1 lesions were found to respond favorably to corticosteroid therapy, whereas T2 lesions signaled an increased risk of progression to ESRD. These hypothesis-generating findings suggest that the strict control of lipid and SUA levels is essential for patients with IgAN in clinical practice. Elevated LDH and decreased TP levels may alert clinicians to the risks of renal function deterioration and ESRD. Moreover, such patients may respond favorably to corticosteroid therapy, which should be considered within the framework of KDIGO 2025 guidelines based on comprehensive risk assessment.

Indexed as

biomarkerclinical valueIgA nephropathyindicatormetabolism

Identifiers

PMID42063795
PMCPMC13124619

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