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Identification of Risk Factors for Renal Insufficiency in Primary Membranous Nephropathy
Lin Qi1, Bolong Fang1, Xiao Fang2
1Department of Nephrology, No. 82 Group Military Hospital of the PLA, Baoding, Hebei, China.
Objectives:
To identify possible evidence linking certain characteristics associated with primary membranous nephropathy (PMN) to renal failure progression in patients diagnosed with PMN and to establish probable evidence of an association between PMN and other risk factors leading to end-stage renal failure.
Methods:
A historical investigation was carried out including 436 subjects with PMN, with or without renal insufficiency, who were treated at the No. 82 Division Defense Medical Center of the People's Liberation Army and Liaocheng People's Medical Center during January 2020 and December 2023. Binary logistic regression study was applied to determine possible hazard elements. Binary logistic regression analysis was employed to identify potential risk factors, while the diagnostic capabilities of statistically significant continuous variables were assessed through detector performance feature receiver operating characteristic (ROC) plots.
Results:
Dichotomous logit regression study detected age, blood uric acid level, 24-hour urinary protein level, crescent formation, and renal tubular atrophy/interstitial fibrosis as independent risk factors for renal insufficiency, while hemoglobin level was a protective factor. The ROC analysis showed that age, 24-hour urine protein, and uric acid level had areas under the curve of 0.711 (p < 0.05), 0.652 (p < 0.05), and 0.60 (p < 0.05), with optimal threshold values of 52.5 years, 4.815 g/24 hour, and 446.5 μmol/L.
Conclusion:
Advanced age, hyperuricemia, anemia, high proteinuria, crescent formation, and renal tubular atrophy/interstitial fibrosis are significant risk factors for renal insufficiency in PMN patients. These findings may help to facilitate risk categorization and referral patterns.
Insights
Primary membranous nephropathy (PMN) patients with older age, high uric acid, anemia, and significant proteinuria face higher risks of renal failure. These factors aid in identifying patients needing closer monitoring for kidney disease progression.
Area of Science:
- Nephrology
- Internal Medicine
- Clinical Research
Background:
- Primary membranous nephropathy (PMN) is a leading cause of nephrotic syndrome in adults.
- Identifying risk factors for PMN progression to end-stage renal failure is crucial for patient management.
Purpose of the Study:
- To investigate characteristics associated with primary membranous nephropathy (PMN).
- To identify risk factors for renal failure progression in PMN patients.
- To establish associations between PMN and risk factors for end-stage renal failure.
Main Methods:
- A retrospective study of 436 PMN patients from January 2020 to December 2023.
- Binary logistic regression analysis to identify independent risk factors.
- Receiver operating characteristic (ROC) curve analysis to assess diagnostic capabilities of continuous variables.
Main Results:
- Independent risk factors for renal insufficiency included advanced age, high blood uric acid, elevated 24-hour urinary protein, crescent formation, and renal tubular atrophy/interstitial fibrosis.
- Hemoglobin level was identified as a protective factor.
- ROC analysis indicated significant diagnostic value for age, 24-hour urine protein, and uric acid levels.
Conclusions:
- Advanced age, hyperuricemia, anemia, high proteinuria, crescent formation, and renal tubular atrophy/interstitial fibrosis are significant risk factors for renal insufficiency in PMN.
- These identified factors can aid in risk stratification and referral strategies for PMN patients.
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