Evidence map›Paper›PMID 41712095›Full record

ArticleJournal of community genetics2026

Developing a Replicable Cardiogenetic Care Model: Insights from the Saguenay-Lac-Saint-Jean Founder Population.

Tania Cruz Marino, Josianne Leblanc, Jessica Tardif, Marie-Jacqueline Thomas, Annabelle Pratte, Frederique Leclerc, Julie Godbout, Jonathan Beaudoin, Melinda Barabas

Abstract read
In one paragraph

Article in Journal of community genetics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Tania Cruz MarinoDivision of Medical Genetics, Department of Specialized Medicine, McGill University Health Center, Montreal, QC, Canada. tania.cruzmarino.med@ssss.gouv.qc.ca.ORCID http://orcid.org/0000-0001-9598-6463
Josianne LeblancMedical Genetics Service, Department of Laboratory Medicine, CIUSSS Saguenay-Lac-Saint-Jean, Montreal, QC, Canada.
Jessica TardifMedical Genetics Service, Department of Laboratory Medicine, CIUSSS Saguenay-Lac-Saint-Jean, Montreal, QC, Canada.
Marie-Jacqueline ThomasMedical Genetics Service, Department of Laboratory Medicine, CIUSSS Saguenay-Lac-Saint-Jean, Montreal, QC, Canada.
Annabelle PratteMedical Genetics Service, Department of Laboratory Medicine, CIUSSS Saguenay-Lac-Saint-Jean, Montreal, QC, Canada.
Frederique LeclercOncology Service, CIUSSS Saguenay-Lac-Saint-Jean, Montreal, QC, Canada.
Julie GodboutMedical Genetics Service, Department of Laboratory Medicine, CIUSSS Saguenay-Lac-Saint-Jean, Montreal, QC, Canada.
Jonathan BeaudoinCardiology Service, Department of Specialized Medicine, CIUSSS Saguenay-Lac-Saint-Jean, Montreal, QC, Canada.
Melinda BarabasCardiology Service, Department of Specialized Medicine, CIUSSS Saguenay-Lac-Saint-Jean, Montreal, QC, Canada. melinda.barabas.med@ssss.gouv.qc.ca.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Saguenay–Lac-Saint-Jean (SLSJ), a geographically isolated region in Quebec (Canada), harbors a genetically homogeneous population shaped by a triple founder effect and subsequent genetic drift. While founder autosomal recessive disorders are well documented in this population, the genetic basis of hereditary cardiovascular diseases (HCDs) remain underexplored. This study describes the development of a novel cardiogenetic care model and characterizes the regional genetic landscape of HCDs in SLSJ. From October 2014 to December 2024, two patient groups were evaluated at the Cardiogenetics Clinic: (1) individuals affected with cardiomyopathies, arrhythmias, or thoracic aortic disease; and (2) asymptomatic at-risk relatives undergoing predictive testing. Genetic investigations included multigene panel testing and targeted familial variant analysis. A longitudinal clinical database captured clinical and molecular data. The Cardiogenetics clinic evolved from a traditional one-on-one model into two scalable care pathways: the “Individual Trajectory” and the “Group Genetic Counseling Trajectory”. Over 10 years, 443 affected individuals and 294 at-risk relatives were assessed. Six recurrent pathogenic or likely pathogenic variants were identified across multiple unrelated, non-consanguineous French-Canadian families, consistent with allelic enrichment through genetic drift. The clinical database enabled genotype–phenotype correlation and informed cascade testing strategies. This tailored cardiogenetic care model improved access to timely genetic diagnosis, personalized risk management, and family-based preventive care. It presents a scalable framework applicable for other underserved populations and underscores the importance of integrating precision medicine into regional health systems. The identification of recurrent variants enhances understanding of the regional genetic etiology of HCDs and supports future screening efforts.

Indexed as

ArrhythmiasCardiogeneticCardiomyopathiesFounder populationHereditary cardiovascular diseasesThoracic aortic disease

Identifiers

PMID41712095
PMCPMC12921116

What OpenQuestion holds

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Registered trials

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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.