Population-scale genomics reveals divergent pathogenicity of variant classes across paralogous collagen IV genes
Related Experiment Video
Updated: Nov 4, 2026

Navigating MARRVEL, a Web-Based Tool that Integrates Human Genomics and Model Organism Genetics Information
Published on: August 15, 2019
Konstantinos Tzoumkas1, Gabriel T Doctor1, Omid Sadeghi-Alavijeh1
1University College London (UCL), Centre for Kidney and Bladder Health, London, UK.
Abstract:
Monoallelic pathogenic or likely pathogenic variants in COL4A3 and COL4A4 occur in approximately 1 in 106 individuals, yet whether these paralogous genes confer equivalent pathogenicity for the same variant classes has not been tested at population scale. Using whole-genome sequencing data from the UK Biobank (UKB; n ≈ 500,000), with replication in the All of Us Research Program (n ≈ 414,000), we performed per-variant association testing, gene-based collapsing analyses, and phenome-wide association studies (PheWASs) across hematuria, proteinuria, and chronic kidney disease. We identified 64 COL4A3 and 92 COL4A4 rare variants significantly associated with hematuria or proteinuria, providing population-level quantitative evidence that may support variant interpretation. Glycine substitutions within collagenous domains conferred similar risks in both genes. In contrast, truncating and non-collagenous domain (NC1) missense variants were strongly associated with hematuria and proteinuria in COL4A4 heterozygotes but showed substantially attenuated or absent associations in COL4A3 heterozygotes despite comparable allele frequencies and predicted pathogenicity scores. These findings were independently replicated in All of Us. Genome-wide association analysis identified the COL4A3 and COL4A4 locus as the dominant genetic determinant of hematuria, attributable to the aggregate effects of rare coding variants with no evidence of independent common variant or trans-acting modifier effects. These findings demonstrate marked gene-specific differences in association with hematuria and proteinuria for truncating and NC1 variants between COL4A3 and COL4A4, challenging assumptions of equivalent pathogenicity across paralogous collagen IV genes. Gene identity, not variant class alone, should inform risk stratification, variant interpretation, and genetic counseling in collagen IV heterozygotes.
Related Concept Videos
Principles of Pharmacogenetics: Types of Genetic Variants
Pleiotropy
Genetic Variation
Genes exist in different versions called alleles, which...
Comparing Copy Number Variations and SNPs
Copy number variations or CNVs are the structural variations that cover more than 1kb of DNA sequence. The single nucleotide polymorphism (SNP), on the other hand, is a single nucleotide change or a point mutation that is found in more than 1%...
Gene Duplication and Divergence
The duplicated copies of the gene are called Paralogs. Paralogs with similar sequences and functions form a gene family. Across several species, a large number of gene families are characterized.
Evolutionary Relationships through Genome Comparisons
