Genotype–phenotype correlations and functional characterization of novel <i>PAX2</i> variants in a 10-patient pediatric cohort

<i>PAX2</i> is a key developmental gene, and its mutations are primarily associated with kidney and ocular anomalies, predominantly affecting children. This study aims to analyze the clinical manifestations and genetic characteristics of children with <i>PAX2</i> mutations and to assess the functional impact of novel variants. Clinical data were retrospectively reviewed in 10 children diagnosed with <i>PAX2</i> mutations through whole-exome sequencing from a pediatric hereditary disease cohort database. AlphaFold 3 (AF3) was used for protein structural modeling. Novel variants were functionally assessed via HK-2 cell proliferation assays. The median age at initial presentation was 4.2 years (IQR 0–6.5). All 10 patients presented with proteinuria or microscopic hematuria. Nine had kidney dysplasia, and five progressed to stage 5 chronic kidney disease. Five patients had <i>PAX2</i>-related ocular abnormalities. Hepatic dysfunction and spermatic cord hydrocele were reported as potential novel phenotypes. A total of nine distinct <i>PAX2</i> mutations were identified, including five novel variants. AF3 modeling revealed significant conformational disruptions in the novel variants, with root mean square deviation (RMSD) values ranging from 1.1 to 43.6 Å. Functional assays demonstrated that four novel variants significantly impaired the proliferative capacity of HK-2 cells. This study characterizes five novel <i>PAX2</i> variants with confirmed structural (RMSD 1.1–43.6 Å) and functional (HK-2 proliferation impairment) impacts, expanding both the mutational and phenotypic spectra in Chinese children. The findings highlight the association between <i>PAX2</i> mutations and early-onset kidney disease with potential extrarenal involvement. Early genetic diagnosis and timely kidney-protective interventions are essential to improve outcomes.

Publication Details

Journal
Figshare
Published
2025-09-15
DOI
https://doi.org/10.6084/m9.figshare.30127080.v1
Primary Topic
Global Urban Networks and Dynamics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Genotype–phenotype correlations and functional characterization of novel PAX2 variants in a 10-patient pediatric cohort

Figshare
Global Urban Networks and Dynamics
article

Genotype–phenotype correlations and functional characterization of novel PAX2 variants in a 10-patient pediatric cohort

article en

Abstract

<i>PAX2</i> is a key developmental gene, and its mutations are primarily associated with kidney and ocular anomalies, predominantly affecting children. This study aims to analyze the clinical manifestations and genetic characteristics of children with <i>PAX2</i> mutations and to assess the functional impact of novel variants. Clinical data were retrospectively reviewed in 10 children diagnosed with <i>PAX2</i> mutations through whole-exome sequencing from a pediatric hereditary disease cohort database. AlphaFold 3 (AF3) was used for protein structural modeling. Novel variants were functionally assessed via HK-2 cell proliferation assays. The median age at initial presentation was 4.2 years (IQR 0–6.5). All 10 patients presented with proteinuria or microscopic hematuria. Nine had kidney dysplasia, and five progressed to stage 5 chronic kidney disease. Five patients had <i>PAX2</i>-related ocular abnormalities. Hepatic dysfunction and spermatic cord hydrocele were reported as potential novel phenotypes. A total of nine distinct <i>PAX2</i> mutations were identified, including five novel variants. AF3 modeling revealed significant conformational disruptions in the novel variants, with root mean square deviation (RMSD) values ranging from 1.1 to 43.6 Å. Functional assays demonstrated that four novel variants significantly impaired the proliferative capacity of HK-2 cells. This study characterizes five novel <i>PAX2</i> variants with confirmed structural (RMSD 1.1–43.6 Å) and functional (HK-2 proliferation impairment) impacts, expanding both the mutational and phenotypic spectra in Chinese children. The findings highlight the association between <i>PAX2</i> mutations and early-onset kidney disease with potential extrarenal involvement. Early genetic diagnosis and timely kidney-protective interventions are essential to improve outcomes.

Figshare
Good health and well-being
Openalex Percentile: Top 38%
Global Urban Networks and Dynamics
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.