Human iPSC Models for Functional Interpretation of Congenital Heart Disease Variants of Uncertain Significance

Variants of uncertain significance (VUS) complicate the genetic diagnosis and clinical interpretation of congenital heart disease (CHD). Human induced pluripotent stem cells (iPSCs) can model patient-specific genetic backgrounds, relevant cardiac cell types, and developmental processes, providing an opportunity to investigate variant effects in biologically relevant human systems. However, the observation of a cellular or molecular phenotype alone does not establish functional evidence for pathogenicity or benignity. Interpreting such phenotypes requires careful consideration of genetic background, experimental variability, developmental stage, cardiac lineage, and the biological relevance of the selected model and assay endpoint. Isogenic controls, independent iPSC clones, and reproducible phenotyping strategies can help distinguish variant-specific effects from background or assay-related variation. This review proposes a question-first framework for model selection, isogenic testing, prespecified phenotyping, replication, and calibration assay with emphasis on matching the experimental system to the established disease mechanism. Collectively, this framework defines when iPSC-based findings are sufficiently robust, reproducible, and disease-relevant to contribute to ACMG/AMP PS3 or BS3 evidence and support the functional interpretation of CHD-associated VUS.

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Publication Details

Journal
Journal of Personalized Medicine
Published
2026-11-09
DOI
https://doi.org/10.3390/jpm16110575
Primary Topic
Pluripotent Stem Cells Research
Type
article
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article

Human iPSC Models for Functional Interpretation of Congenital Heart Disease Variants of Uncertain Significance

Rute Luísa Cabrita Pinto, Shally Sharma, Bárbara M. Silva, José Bragança et al.
Journal of Personalized Medicine
Pluripotent Stem Cells Research
article

Human iPSC Models for Functional Interpretation of Congenital Heart Disease Variants of Uncertain Significance

Rute Luísa Cabrita Pinto, Shally Sharma, Bárbara M. Silva, José Bragança, Pedro dos Santos Encarnação, Kelly Felício, Mafalda Lázaro, Rómio Pinto
article en

Abstract

Variants of uncertain significance (VUS) complicate the genetic diagnosis and clinical interpretation of congenital heart disease (CHD). Human induced pluripotent stem cells (iPSCs) can model patient-specific genetic backgrounds, relevant cardiac cell types, and developmental processes, providing an opportunity to investigate variant effects in biologically relevant human systems. However, the observation of a cellular or molecular phenotype alone does not establish functional evidence for pathogenicity or benignity. Interpreting such phenotypes requires careful consideration of genetic background, experimental variability, developmental stage, cardiac lineage, and the biological relevance of the selected model and assay endpoint. Isogenic controls, independent iPSC clones, and reproducible phenotyping strategies can help distinguish variant-specific effects from background or assay-related variation. This review proposes a question-first framework for model selection, isogenic testing, prespecified phenotyping, replication, and calibration assay with emphasis on matching the experimental system to the established disease mechanism. Collectively, this framework defines when iPSC-based findings are sufficiently robust, reproducible, and disease-relevant to contribute to ACMG/AMP PS3 or BS3 evidence and support the functional interpretation of CHD-associated VUS.

Journal of Personalized MedicineVol. 16(11)
Algarve Biomedical Center (PT), Centre for Health Technology and Services Research (PT), University of Algarve (PT)
Pluripotent Stem Cells Research
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Human iPSC Models for Functional Interpretation of Congenital Heart Disease Variants of Uncertain Significance — Rute Luísa Cabrita Pinto, Shally Sharma, et al. · Journal of Personalized Medicine (2026) | TGRS Research Map | TGRS