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Canonical correlation analysis identifies single nucleotide polymorphism combinations and gene expression associated with membranous nephropathy

Article C Peer reviewed Observational

Key takeaways

Researchers analyzed genetic data to find markers for membranous nephropathy, a type of kidney disease. They identified specific gene combinations linked to the condition. This is an observational genetic study, so it shows a link, not proof of cause.

Who did this work

Amy J. Osborne (Bristol Royal Hospital for Children) · Samantha Hayward (Bristol Royal Hospital for Children) · Elizabeth Colby (Bristol Royal Hospital for Children) · Uwe Andag · Philip A. Kalra (Salford Royal Hospital) · Ania B. Koziell (King's College London) · Olivier Radresa · Philipp Skroblin · Maarten W. Taal (University of Nottingham) · Gavin Iain Welsh (Bristol Royal Hospital for Children) · Moin Ahson Saleem (Bristol Royal Hospital for Children) · Colin Campbell (University of Bristol)

Source

Article · OpenAlex, CKD works · 2026-11-03
https://doi.org/10.1038/s42003-026-11211-x