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Vall-Palomar M, Torchia J, Morata J, Durán M, Tonda R, Ferrer M, Sánchez A, Cantero-Recasens G, Ariceta G, Meseguer A, Martinez C. Identification of modifier gene variants overrepresented in familial hypomagnesemia with hypercalciuria and nephrocalcinosis patients with a more aggressive renal phenotype. PLoS Genet 2025; 21:e1011568. [PMID: 40173198 DOI: 10.1371/journal.pgen.1011568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Accepted: 01/08/2025] [Indexed: 04/04/2025] Open
Abstract
Familial hypomagnesemia with hypercalciuria and nephrocalcinosis (FHHNC) is an ultra-rare autosomal recessive renal tubular disease with an incidence of <1/1.000.000 individuals, caused by loss-of-function mutations in CLDN16 and CLDN19. Our study includes a unique cohort representing all known FHHNC patients in Spain, with 90% harbouring mutations in CLDN19. Of these, 70% carry the p.G20D mutation in homozygosis. Despite this high genetic homogeneity, our FHHNC cohort display a high phenotypic variability, even among siblings harbouring identical mutations. Patients were stratified at the extremes of the renal phenotype according to their estimated glomerular filtration rate annual decline and subjected to whole exome sequencing (WES) aiming to find candidate phenotype-modifier genes. Initial statistical analysis by SKAT-O identified numerous variants, which were then filtered based on P-value <0.01 and kidney expression. A thorough prioritization strategy was then applied by an exhaustive disease knowledge-driven exploitation of data from public databases (Human Protein Atlas, GWAS catalog, GTEx) to further refine candidate genes. Odds ratios were also calculated to identify potential risk variants. This analysis pipeline suggested several gene variants associated with a higher risk of developing a more aggressive renal phenotype. While these findings hint at the existence of genetic modifiers in FHHNC, further research is needed to confirm their role and potential clinical significance. Clinical decisions should not be based on these preliminary findings, and additional cohorts should be studied to validate and expand upon our results. This exploratory study provides a foundation for future investigations into the genetic factors influencing FHHNC progression and may contribute to our understanding of the disease's variable expressivity potentially enabling the implementation of more tailored therapeutic strategies.
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Affiliation(s)
- Monica Vall-Palomar
- Renal Physiopathology Group, Vall d'Hebron Research Institute (VHIR), Barcelona, Spain
| | - Julieta Torchia
- Renal Physiopathology Group, Vall d'Hebron Research Institute (VHIR), Barcelona, Spain
| | - Jordi Morata
- CNAG, Centro Nacional de Análisis Genómico, Barcelona, Spain
| | - Monica Durán
- Renal Physiopathology Group, Vall d'Hebron Research Institute (VHIR), Barcelona, Spain
| | - Raul Tonda
- CNAG, Centro Nacional de Análisis Genómico, Barcelona, Spain
| | - Mireia Ferrer
- Statistics and Bioinformatic Unit (UEB), Vall d'Hebron Research Institute (VHIR), Barcelona, Spain
| | - Alex Sánchez
- Statistics and Bioinformatic Unit (UEB), Vall d'Hebron Research Institute (VHIR), Barcelona, Spain
- Universitat de Barcelona, Barcelona, Spain
| | | | - Gema Ariceta
- Renal Physiopathology Group, Vall d'Hebron Research Institute (VHIR), Barcelona, Spain
- Pediatric Nephrology Department, Vall d'Hebron University Hospital, Barcelona, Spain
- Pediatrics Department, School of Medicine, Universitat Autònoma de Barcelona (UAB), Cerdañola del Vallés, Spain
| | - Anna Meseguer
- Renal Physiopathology Group, Vall d'Hebron Research Institute (VHIR), Barcelona, Spain
- Biochemistry and Molecular Biology Department, School of Medicine, Autonomous University of Barcelona (UAB), Cerdañola del Vallés, Spain
| | - Cristina Martinez
- Renal Physiopathology Group, Vall d'Hebron Research Institute (VHIR), Barcelona, Spain
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Berselli A, Benfenati F, Maragliano L, Alberini G. Multiscale modelling of claudin-based assemblies: a magnifying glass for novel structures of biological interfaces. Comput Struct Biotechnol J 2022; 20:5984-6010. [DOI: 10.1016/j.csbj.2022.10.038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Revised: 10/24/2022] [Accepted: 10/24/2022] [Indexed: 11/03/2022] Open
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