ABSTRACT Background Sodium–glucose co-transporter 2 inhibitors (SGLT2is) are emerging as an essential part of the standard of care for proteinuria in patients with chronic kidney disease. To date, no study has specifically evaluated the effects of body mass index (BMI) on the antiproteinuric efficacy of SGLT2is. Here we report the impact of BMI on the antiproteinuric efficacy of SGLT2is in non-diabetic patients with glomerular diseases. Methods This is a retrospective, multicentre, international observational cohort study that included non-diabetic patients with biopsy-proven glomerular disease and proteinuria >0.5 g/24 h who received SGLT2is between 2016 and 2023. Laboratory values, including proteinuria and estimated glomerular filtration rate (eGFR), were obtained at baseline and after 3–6 months. Changes in laboratory values over time were analysed using the paired signed-rank test. Results A total of 300 patients met the inclusion criteria. The median age was 51.82 years [interquartile range (IQR) 41–62.65], 64.7% were male and 92.7% were white. The most common glomerular disease was immunoglobulin A nephropathy (40.3%). The median eGFR was 52.26 ml/min/1.73 m2 (IQR 36.41–74.01), the median proteinuria was 1.60 g/24 h (IQR 1.15–2.91) and the median serum albumin was 4.08 g/dl (IQR 3.80–4.30). Proteinuria reduction after SGLT2i initiation was significant only in overweight and obese patients (P < .001 versus 0.18). Patients with normal BMI did not experience the expected early decrease in eGFR (P = .16). Conclusions SGLT2is are ineffective in proteinuria reduction in patients with a BMI <25 kg/m2, which contrasts with the significant proteinuria reduction in overweight and obese patients with glomerulopathies.
Integrating AI-Based Biomarkers Into Diabetic Kidney Disease Care: Evidence From the KidneyIntelX Precision Program
Sex disparities in in-hospital treatments, outcomes, and resource utilization among peritoneal dialysis patients: A nationwide inpatient sample analysis
Peritoneal Dialysis International: Journal of the International Society for Peritoneal Dialysis | July 30, 2025 | Volume: 46 | Issue: 3 | Pages: 213-222
Background Sex-based differences may influence the clinical management, complication risks, and healthcare resource utilization of hospitalized end-stage kidney disease (ESKD) patients undergoing peritoneal dialysis (PD). Understanding these disparities is essential for optimizing patient care and informing healthcare policy. Methods This study was conducted using the National Inpatient Sample to identify hospitalized adult ESKD patients receiving PD from the year 2003 to 2018. The outcomes included 1) PD-related outcomes, defined as a composite of peritonitis, mechanical complications, catheter removal or revision, and adequacy issues, 2) non-PD-related outcomes, defined as a composite of sepsis, cardiac arrest, and need for mechanical ventilation 3) transfer to hemodialysis, and 4) in-hospital mortality. The associations between sex and in-hospital outcomes were analyzed using multivariable logistic regression and were adjusted for demographic factors, comorbidities, primary diagnoses, admission types, and hospital characteristics. Discharge weights were applied to generate nationally representative estimates. Results Of 97,036 hospitalized ESKD patients receiving PD analyzed, 48,906 (50.4%) were females. In adjusted analyses, there were no overall sex differences in PD-related outcomes, non-PD-related outcomes, or in-hospital mortality. However, age- and comorbidity-based variations were observed in PD-related outcomes. Female sex was associated with lower odds of transfer to hemodialysis, particularly among younger patients and those without heart failure or peripheral vascular disease. Notably, sex differences in in-hospital mortality were observed only among patients with elective admissions. Conclusion There were sex-based disparities in the outcomes and healthcare utilization of hospitalized ESKD patients receiving PD. These findings underscore the need for sex-specific, individualized strategies to improve PD care and inform clinical and policy decisions.
Monoclonal Gammopathy in ANCA-Negative Pauci-Immune Crescentic GN
Key Points Our study found a high prevalence of monoclonal gammopathy (MG) in patients diagnosed with ANCA-negative pauci-immune crescentic GN. Patients with MG showed a higher degree of fibrosis on kidney biopsy than those without MG with higher mortality rate. Our data suggest an association between MG and ANCA-negative pauci-immune crescentic GN, emphasizing this population's need for MG testing and monitoring. Background In a small subset of patients with pauci-immune crescentic GN (PICGN), ANCA are not identified, and patients are referred to as having ANCA-negative vasculitis. The cause of the disease in this subset of patients has remained elusive. We explored the role of monoclonal gammopathy (MG) in those with ANCA-negative PICGN. Methods We conducted a retrospective study and identified patients with PICGN who had undergone ANCA and monoclonal testing. Those positive for ANCA were excluded. Results We identified 14 patients with ANCA-negative vasculitis, of whom eight (57%) tested positive for MG with a mean age of 60.3±12.2 years, 75% were female, and with a mean serum creatinine of 4.3±1.92 mg/dl. The most common monoclonal proteins were IgG ( n =4, 50%) and kappa ( n =4, 50%). One patient had diagnosis of multiple myeloma. Most common extra-renal manifestations were skin rash (leukocytoclastic vasculitis) and neuropathy. Kidney biopsy showed a higher degree of interstitial fibrosis and tubular atrophy compared with those without MG. The median follow-up time was 3.2 years, with 50% mortality in those with MG. Conclusions More than 50% of the patients with ANCA-negative PICGN have MG, and patients present with more evidence of fibrosis on kidney biopsy, with higher mortality rate observed in our cohort. Monoclonal proteins may trigger the development of PICGN; their specific role in the pathogenesis of this disease needs further investigation.
A practical guide for nephrologist peer reviewers: evaluating artificial intelligence and machine learning research in nephrology
ABSTRACT Background Membranous nephropathy (MN) associated with phospholipase A2 receptor (PLA2R) antibodies is the most common cause of nephrotic syndrome in non-diabetic adult patients. This study investigated the relationship between clinical phenotypes and renal outcomes in this population, emphasizing the potential for phenotype-based treatment stratification. Methods We conducted a retrospective, multi-center cohort study of PLA2R-positive MN. Unsupervised cluster analysis grouped patients based on clinicopathological characteristics. Primary outcomes included complete or partial remission within 2 years of biopsy and end-stage kidney disease (ESKD) or death during follow-up. Results Among 178 patients, three distinct clusters emerged (n = 89, 70, and 19). Within 2 years of biopsy, 102 patients (57%) achieved complete or partial remission. Cluster 1, characterized by the mildest disease markers, including the lowest body mass index, serum anti-PLA2R titer, serum creatinine, proteinuria, and triglycerides, had the highest remission rate of 72%, compared with 50% in cluster 2 and 54% in cluster 3. Cluster 2 had significantly lower remission compared to cluster 1 (HR 0.64, 95% CI 0.42–0.96, P = .03); results were similar in cluster 3, albeit not statistically significant (HR 0.50, 95% CI 0.23–1.09, P = .08). Elevated anti-PLA2R levels (>100 U/ml) and proteinuria (>8 g/24-hour) predicted reduced remission (HR 0.56, 95% CI 0.36–0.88, P = .01; HR 0.43, 95% CI 0.26–0.73, P = .002, respectively), while high high-density lipoprotein levels were protective (HR 1.01, 95% CI 1.00–1.02, P = .048). Overall, 21 patients (12%) developed ESKD or died. ESKD-free survival differed significantly across clusters (log-rank test P = .04). Conclusions Unsupervised clustering identified distinct clinical phenotypes in PLA2R-positive MN, each associated with different renal prognoses. Phenotype-based risk stratification could enhance treatment precision, improve patient outcomes, and potentially reduce treatment-related adverse effects.
Health insurance and kidney transplantation outcomes in the United States: a systematic review and AI-driven analysis of disparities in access and survival
ABSTRACTBackgroundMetabolic dysfunction‐associated steatotic liver disease (MASLD) affects over one third of the global population and is closely linked to gastrointestinal, oncological, and cardiovascular diseases. As the most common cause of steatotic liver disease (SLD), MASLD is often referred to as “fatty liver” in general health information searches. With the Internet becoming a primary source of healthcare information, this study aimed to evaluate global and regional public interest in steatotic liver disease using Google Trends data from January 2004 to December 2024.MethodsA comprehensive analysis was performed using Google Trends with the search term “fatty liver disease.” Interest levels were quantified using Google Trends indices, and temporal patterns were evaluated using average annual percent change (AAPC). Regional variations were assessed to identify geographic hotspots of public interest.ResultsGlobal interest in MASLD demonstrated significant growth (AAPC: 6.77%, 95% Confidence interval [CI]: 5.33–8.23), with a 264% increase from 2004 to 2024. Peak interest was observed in August 2024 (index: 100) compared to the lowest point in June 2007. Iran showed the highest country‐specific search volume (index: 100), while within the United States, West Virginia demonstrated the greatest relative interest (index: 100). Key topics associated with MASLD included “liver,” “symptoms,” “disease,” and “therapy.”ConclusionsSubstantial growth in global public interest in MASLD, with distinct temporal and geographical patterns, provides insights to develop targeted awareness campaigns and educational interventions, particularly in regions with low search volumes. Future research should examine the relationship between online search patterns and clinical outcomes in MASLD.
Clinicopathological Characteristics and Long-Term Kidney Outcomes in Biopsy-Proven Renal Sarcoidosis
Key Points Preexisting CKD, elevated serum creatinine, and severe interstitial fibrosis and tubular atrophy were linked to poor renal prognosis in renal sarcoidosis. Steroid therapy was strongly associated with renal recovery and improved long-term outcomes in renal sarcoidosis. Early detection and management of renal involvement in sarcoidosis are critical to preventing irreversible kidney damage. Background Renal sarcoidosis (RS) is a rare but potentially severe manifestation of sarcoidosis, primarily affecting the kidneys through granulomatous interstitial nephritis and calcium metabolic disturbances. This study evaluates the clinicopathologic features and renal outcomes of biopsy-proven RS, focusing on identifying predictors of renal recovery and disease progression. Methods This retrospective study included 43 biopsy-proven RS at Mayo Clinic (2012–2024). Demographic, clinical, laboratory, and histopathologic data were analyzed. Renal recovery within 6 months was classified as complete, partial, or no recovery based on serum creatinine (sCr) changes. Long-term adverse composite outcomes included the CKD onset, CKD progression, ESKD, dialysis initiation, or death. Logistic regression and Cox proportional hazards regression were used to assess predictors of renal outcomes. Results Among the cohort, 84% exhibited interstitial nephritis, with granulomatous interstitial nephritis in 33%. Calcium phosphate deposits were found in 58% of cases. Hypercalciuria (90%) was more common than hypercalcemia (74%). Within 6 months, 86% achieved recovery (74% complete, 12% partial), while 40% experienced long-term adverse composite outcomes. Higher sCr at biopsy (≥2.4 mg/dl) and moderate-to-severe interstitial fibrosis and tubular atrophy were associated with reduced complete recovery and worse long-term outcomes, while preexisting CKD significantly increased the risk of adverse long-term outcomes. Steroid therapy significantly increased the likelihood of complete recovery and reduced the risk of adverse long-term outcomes. Conclusions Preexisting CKD, elevated sCr at biopsy, interstitial fibrosis and tubular atrophy, and steroid therapy are key predictors of renal outcomes in RS. Early diagnosis and intervention are crucial to preventing irreversible kidney damage.