Evidence map›Paper›PMID 41766659›Full record

Observational studyThe Journal of clinical investigation2026

Deep biochemical phenotyping reveals prognostic value of rare genetic variants in adult kidney stone disease.

Johannes Münch, Jana Petrovska, Joana Figueiro-Silva, Isabel Rubio-Aliaga, Elena M Cabello, Ivan Ivanovski, Michael Papik, Beatrice Oneda, Daniel G Fuster, Harald Seeger and 12 more

Abstract readMulticenter StudyObservational Study
In one paragraph

Observational study in The Journal of clinical investigation, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

22 authors.

Johannes MünchInstitute of Medical Genetics, University of Zurich, Schlieren-Zurich, Switzerland.
Jana PetrovskaInstitute of Medical Genetics, University of Zurich, Schlieren-Zurich, Switzerland.
Joana Figueiro-SilvaInstitute of Medical Genetics, University of Zurich, Schlieren-Zurich, Switzerland.
Isabel Rubio-AliagaInstitute of Physiology, and.
Elena M CabelloInstitute of Medical Genetics, University of Zurich, Schlieren-Zurich, Switzerland.
Ivan IvanovskiInstitute of Medical Genetics, University of Zurich, Schlieren-Zurich, Switzerland.
Michael PapikInstitute of Medical Genetics, University of Zurich, Schlieren-Zurich, Switzerland.
Beatrice OnedaInstitute of Medical Genetics, University of Zurich, Schlieren-Zurich, Switzerland.
Daniel G FusterNational Center of Competence in Research (NCCR) Kidney.CH, Bern, Switzerland.
Harald SeegerDepartment of Nephrology, University Hospital Zurich, Zurich, Switzerland.
Thomas ErnandezService of Nephrology, Geneva University Hospitals, Geneva, Switzerland.
Florian BuchkremerDivision of Nephrology, Cantonal Hospital Aarau, Aarau, Switzerland.
Gregoire WuerznerService of Nephrology and Hypertension, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.
Nasser A DhayatDepartment of Nephrology and Hypertension, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.
Alexander RitterDepartment of Nephrology, University Hospital Zurich, Zurich, Switzerland.
Stephan SegererDivision of Nephrology, Cantonal Hospital Aarau, Aarau, Switzerland.
Beat RothDepartment of Urology, University Hospital of Bern, Inselspital, University of Bern, Bern, Switzerland.
Anita RauchInstitute of Medical Genetics, University of Zurich, Schlieren-Zurich, Switzerland.
Pietro Manuel FerraroSection of Nephrology, Department of Medicine, Università degli Studi di Verona, Verona, Italy.
Olivier BonnyNational Center of Competence in Research (NCCR) Kidney.CH, Bern, Switzerland.
Carsten A WagnerInstitute of Physiology, and.
Ruxandra Bachmann-GagescuInstitute of Medical Genetics, University of Zurich, Schlieren-Zurich, Switzerland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUNDKidney stone disease (KSD) affects approximately 10% of the population. While genetic factors are known to play a role in KSD, determining the clinical relevance of rare variants in KSD genes identified in adults remains challenging.METHODSThe Swiss Kidney Stone Cohort is a multicenter longitudinal, observational study consisting of kidney stone formers (KSFs) (n = 701) and non-kidney stone formers (NKSFs) (n = 200). Blood and urine samples were collected at enrollment and over 3 years for deep biochemical phenotyping. Results were correlated with rare genetic variants in established KSD genes identified through whole-exome sequencing and classified according to American College of Medical Genetics and Genomics and the Association of Molecular Pathology (ACMG/AMP) criteria.RESULTSCollectively, we found rare (likely) pathogenic (LP/P) variants representing strong KSD risk factors in 6.8% of KSFs, predominantly in genes involved in renal phosphate handling and cystinuria. Detailed biochemical analyses confirmed that KSFs carrying heterozygous LP/P SLC34A3 variants exhibited significant hyperphosphaturia. In contrast, monoallelic LP/P variants in SLC34A1, SLC9A3R1, or CYP24A1, which were also frequent in NKSFs, did not result in the expected biochemical alterations, calling into question their causative role as strong KSD risk factors. In cystinuria, monoallelic SLC7A9 variants represented intermediate risk factors, since they caused biochemical alterations but required additional factors for KSD occurrence, based on frequent LP/P variants in NKSFs. The presence of strong risk factors was associated with higher kidney stone (KS) recurrence over the 3-year observation period, supporting a predictive value for genetic testing.CONCLUSIONSCorrelation of genetic findings with thorough biochemical phenotyping and comparison with NKSFs redefines the clinical relevance of variants in KSD genes and has prognostic value.

Indexed as

Genetic VariationKidney CalculiAdultAgedExome SequencingFemaleHumansLongitudinal StudiesMaleMiddle AgedPhenotypePrognosisGeneticsMonogenic diseasesNephrology

Identifiers

PMID41766659
PMCPMC12948434

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.