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Record W4400345957 · doi:10.1101/2024.07.04.24309755

Biallelic variants in <i>POPDC2</i> cause a novel autosomal recessive syndrome presenting with cardiac conduction defects and variable hypertrophic cardiomyopathy

2024· preprint· en· W4400345957 on OpenAlexaff
Michele Nicastro, Alexa M.C. Vermeer, Pieter G. Postema, Rafik Tadros, Forrest Z. Bowling, Hildur M. Aegisdottir, Vinicius Tragante, Lukas Mach, Alex V. Postma, Elisabeth M. Lodder, Karel van Duijvenboden, Rob Zwart, Leander Beekman, Lingshuang Wu, Paul A. van der Zwaag, Mariëlle Alders, Mona Allouba, Yasmine Aguib, J. Luis Santomel, David de Uña, Lorenzo Monserrat, Antonio M. A. Miranda, Kazumasa Kanemaru, James Cranley, Ingeborg E. van Zeggeren, Eleonora Aronica, Michela Ripolone, Simona Zanotti, Garðar Sveinbjörnsson, Erna V. Ivarsdottir, Hilma Hólm, Daníel F. Guðbjartsson, Ástrós Skúladóttir, Lincoln Nadauld, Kirk U. Knowlton, Sisse Rye Ostrowski, Erik Sørensen, Ole Birger Pedersen, Jonas Ghouse, Søren A Rand, Henning Bundgaard, Henrik Ullum, Christian Erikstrup, Bitten Aagaard, Mie Topholm Bruun, Mette Christiansen, Henrik Kjærulf Jensen, Deanna Alexis Carere, Christopher T. Cummings, Kristen Fishler, Pernille Mathiesen Tøring, Klaus Brusgaard, Trine Juul, Lotte Saaby, Bo Gregers Winkel, Jens Mogensen, Francesco Fortunato, Giacomo P. Comi, Dario Ronchi, J. Peter van Tintelen, Michela Noseda, Michael V. Airola, Imke Christiaans, Arthur A.M. Wilde, Ronald Wilders, Sally‐Ann B. Clur, Arie O. Verkerk, Connie R. Bezzina, Najim Lahrouchi

Bibliographic record

VenuemedRxiv · 2024
Typepreprint
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicRNA Research and Splicing
Canadian institutionsUniversité de MontréalMontreal Heart Institute
FundersZonMwNational Institute for Health and Care ResearchNIHR Imperial Biomedical Research CentreNational Institutes of HealthBritish Society for Heart FailureRosetrees TrustDeutsches Zentrum für Herz-KreislaufforschungNederlandse Organisatie voor Wetenschappelijk OnderzoekBritish Heart FoundationWellcome TrustAmerican Heart Association
KeywordsGene knockdownSick sinus syndromeHypertrophic cardiomyopathyZebrafishAtrioventricular nodePhenotypeSinus bradycardiaBiologyInternal medicineMedicineCardiomyopathyEndocrinologyGeneGeneticsBradycardiaHeart failure

Abstract

fetched live from OpenAlex

ABSTRACT POPDC2 encodes for the Popeye domain-containing protein 2 which has an important role in cardiac pacemaking and conduction, due in part to its cAMP-dependent binding and regulation of TREK-1 potassium channels. Loss of Popdc2 in mice results in sinus pauses and bradycardia and morpholino knockdown of popdc2 in zebrafish results in atrioventricular (AV) block. We identified bi-allelic variants in POPDC2 in 4 families that presented with a phenotypic spectrum consisting of sinus node dysfunction, AV conduction defects and hypertrophic cardiomyopathy. Using homology modelling we show that the identified POPDC2 variants are predicted to diminish the ability of POPDC2 to bind cAMP. In in vitro electrophysiological studies we demonstrated that, while co-expression of wild-type POPDC2 with TREK-1 increased TREK-1 current density, POPDC2 variants found in the patients failed to increase TREK-1 current density. While patient muscle biopsy did not show clear myopathic disease, it showed significant reduction of the expression of both POPDC1 and POPDC2, suggesting that stability and/or membrane trafficking of the POPDC1–POPDC2 complex is impaired by pathogenic variants in any of the two proteins. Single-cell RNA sequencing from human hearts demonstrated that co-expression of POPDC1 and 2 was most prevalent in AV node, AV node pacemaker and AV bundle cells. Sinoatrial node cells expressed POPDC2 abundantly, but expression of POPDC1 was sparse. Together, these results concur with predisposition to AV node disease in humans with loss-of-function variants in POPDC1 and POPDC2 and presence of sinus node disease in POPDC2, but not in POPDC1 related disease in human. Using population-level genetic data of more than 1 million individuals we showed that none of the familial variants were associated with clinical outcomes in heterozygous state, suggesting that heterozygous family members are unlikely to develop clinical manifestations and therefore might not necessitate clinical follow-up. Our findings provide evidence for POPDC2 as the cause of a novel Mendelian autosomal recessive cardiac syndrome, consistent with previous work showing that mice and zebrafish deficient in functional POPDC2 display sinus and AV node dysfunction. GRAPHICAL ABSTRACT

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.013

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0030.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.018
GPT teacher head0.256
Teacher spread0.238 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2024
Admission routes1
Has abstractyes

Explore more

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