Polygenic risk score from steroid-sensitive nephrotic syndrome GWAS indicates overlapping genetic basis with steroid-resistant cases

​​Pediatric idiopathic nephrotic syndrome (INS) includes steroid-sensitive (SSNS) and steroid-resistant (SRNS) forms, which differ in treatment response and prognosis. We constructed a polygenic risk score (PRS) using summary statistics from the largest pediatric SSNS GWAS meta-analysis (2,440 cases and 36,023 controls) and evaluated it in an independent Chinese cohort of 2,507 controls, 123 SRNS patients, and 493 SSNS patients. ANOVA showed significant between-group differences (F (2, 3120) = 59.42, P < 2 × 10⁻¹⁶). Post-hoc tests revealed higher PRS in SSNS than controls (P < 0.001), with SRNS intermediate but still elevated compared to controls (P = 0.021) and lower than SSNS (P = 0.001). The elevation of SSNS-derived PRS in SRNS suggests shared polygenic susceptibility between these clinically distinct forms of INS, indicating that overlapping common variants may converge on similar biological pathways and supporting the potential utility of PRS in genetic risk stratification and guiding precision management.

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Publication Details

Journal
Scientific Reports
Published
2026-02-03
DOI
https://doi.org/10.1038/s41598-026-38189-0
Primary Topic
Renal Diseases and Glomerulopathies
Type
article
Field-Weighted Citation Impact
0.00

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article

Polygenic risk score from steroid-sensitive nephrotic syndrome GWAS indicates overlapping genetic basis with steroid-resistant cases

Zhenle Yang, Xiujun Yao, Ruixian Zang, Shuzhen Sun et al.
Scientific Reports
Renal Diseases and Glomerulopathies
article

Polygenic risk score from steroid-sensitive nephrotic syndrome GWAS indicates overlapping genetic basis with steroid-resistant cases

Zhenle Yang, Xiujun Yao, Ruixian Zang, Shuzhen Sun, Aihua Zhou, Yingchao Song, Qian Li, Suwen Liu, Xiaoyuan Wang, Jing Wang, Li Wang, Minle Tian, Cong Wang, Yidi Zhou, Guotao Yin, Lichun Yu, XIAO CHANG
article en

Abstract

​​Pediatric idiopathic nephrotic syndrome (INS) includes steroid-sensitive (SSNS) and steroid-resistant (SRNS) forms, which differ in treatment response and prognosis. We constructed a polygenic risk score (PRS) using summary statistics from the largest pediatric SSNS GWAS meta-analysis (2,440 cases and 36,023 controls) and evaluated it in an independent Chinese cohort of 2,507 controls, 123 SRNS patients, and 493 SSNS patients. ANOVA showed significant between-group differences (F (2, 3120) = 59.42, P < 2 × 10⁻¹⁶). Post-hoc tests revealed higher PRS in SSNS than controls (P < 0.001), with SRNS intermediate but still elevated compared to controls (P = 0.021) and lower than SSNS (P = 0.001). The elevation of SSNS-derived PRS in SRNS suggests shared polygenic susceptibility between these clinically distinct forms of INS, indicating that overlapping common variants may converge on similar biological pathways and supporting the potential utility of PRS in genetic risk stratification and guiding precision management.

Scientific ReportsVol. 16(1)
Qingdao University (CN), Yantai University (CN), Shandong Provincial Hospital (CN), Qilu Hospital of Shandong University (CN), Shandong First Medical University (CN)
National Natural Science Foundation of China, Natural Science Foundation of Shandong Province
Good health and well-being
Openalex Percentile: Top 72%
Renal Diseases and Glomerulopathies
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Polygenic risk score from steroid-sensitive nephrotic syndrome GWAS indicates overlapping genetic basis with steroid-resistant cases — Zhenle Yang, Xiujun Yao, et al. · Scientific Reports (2026) | TGRS Research Map | TGRS