Evidence map›Paper›PMID 40710799›Full record

ReviewJournal of cardiovascular development and disease2025

From Rare Genetic Variants to Polygenic Risk: Understanding the Genetic Basis of Cardiomyopathies.

Ana Belen Garcia-Ruano, Elena Sola-Garcia, Maria Martin-Istillarty, Jose Angel Urbano-Moral

Abstract readReview
In one paragraph

Review in Journal of cardiovascular development and disease, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed, 1 pooled it
–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

5 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Geographical and Ethnic Heterogeneity in Genetic Dilated Cardiomyopathies.International journal of molecular sciences · 2026
    Pooled it
  2. Review
  3. Review
  4. Review
  5. 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

4 authors.

Ana Belen Garcia-RuanoInherited Cardiac Conditions and Myocardial Diseases Unit, Cardiology Department, University Hospital Jaen, 23007 Jaen, Spain.ORCID 0000-0001-9207-2455
Elena Sola-GarciaInherited Cardiac Conditions and Myocardial Diseases Unit, Cardiology Department, University Hospital Jaen, 23007 Jaen, Spain.ORCID 0000-0002-7748-1194
Maria Martin-IstillartyInherited Cardiac Conditions and Myocardial Diseases Unit, Cardiology Department, University Hospital Jaen, 23007 Jaen, Spain.ORCID 0009-0002-7826-3217
Jose Angel Urbano-MoralInherited Cardiac Conditions and Myocardial Diseases Unit, Cardiology Department, University Hospital Jaen, 23007 Jaen, Spain.ORCID 0000-0002-7254-6964

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cardiomyopathies represent a heterogeneous group of myocardial disorders, traditionally classified by phenotype into hypertrophic, dilated, and arrhythmogenic. Historically, these conditions have been attributed to high-penetrance rare variants in key structural genes, consistent with a classical Mendelian pattern of inheritance. However, emerging evidence suggests that this model does not fully capture the full spectrum and complexity of disease expression. Many patients do not harbor identifiable pathogenic variants, while others carrying well-known disease-causing variants remain unaffected. This highlights the role of incomplete penetrance, likely modulated by additional genetic modifiers. Recent advances in genomics have revealed a broader view of the genetic basis of cardiomyopathies, introducing new players such as common genetic variants identified as risk alleles, as well as intermediate-effect variants. This continuum of genetic risk, reflecting an overall genetic influence, interacts further with environmental and lifestyle factors, likely contributing together to the observed variability in clinical presentation. This model offers a more realistic framework for understanding genetic inheritance and helps provide a clearer picture of disease expression and penetrance. This review explores the evolving genetic architecture of cardiomyopathies, spanning from a monogenic foundation to intermediate-risk variants and complex polygenic contribution. Recognizing this continuum is essential for enhancing diagnostic accuracy, guiding family screening strategies, and enabling personalized patient management.

Indexed as

cardiomyopathygenetic architecturegenetic modifiersincomplete penetranceintermediate effect variantsmonogenic inheritancepersonalized medicinepolygenic risk

Identifiers

PMID40710799
PMCPMC12294854

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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.