Evidence map›Paper›PMID 42832461›Full record

ArticlePLoS genetics2026

Genetic architecture of basal heart rate and its modulation by dietary salt in Drosophila melanogaster.

Gulnur Ipek Erdemli, Murat Yilmaz, Alp Mete Ummet, Fatih Akdemir, Ergi Deniz Ozsoy

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Article in PLoS 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.

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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

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3 · Its place in the literature

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4 · The record

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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

5 authors.

Gulnur Ipek ErdemliFaculty of Science, Department of Biology, Functional and Evolutionary Genetics Laboratory, Hacettepe University, Ankara, Türkiye.
Murat YilmazFaculty of Science, Department of Biology, Functional and Evolutionary Genetics Laboratory, Hacettepe University, Ankara, Türkiye.ORCID https://orcid.org/0000-0001-7939-1339
Alp Mete UmmetInstitute for Human Genetics and Department of Genetics and Biochemistry, Clemson University, Greenwood, South Carolina, United States of America.ORCID https://orcid.org/0009-0000-2757-0503
Fatih AkdemirAtatürk University, Department of Medical Biology, Faculty of Medicine, Erzurum, Türkiye.ORCID https://orcid.org/0000-0003-3023-9453
Ergi Deniz OzsoyFaculty of Science, Department of Biology, Functional and Evolutionary Genetics Laboratory, Hacettepe University, Ankara, Türkiye.ORCID https://orcid.org/0009-0007-5460-1003

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Heart rate (HR) is a complex quantitative phenotype that is influenced by both genetic and environmental factors, and it is a critical factor in the regulation of cardiac physiology. Despite the discovery of numerous genes associated with HR variation in humans and other organisms, the mechanisms by which these genes interact to affect HR changes in natural environments and their responses to environmental stressors remain incompletely understood. In this study, the genetic basis of basal HR and the response to salt stress were examined using the Drosophila Genetic Reference Panel (DGRP). The 154 DGRP lines exhibited moderate broad-sense heritability and substantial genetic variation in HR measurements during the third larval stage, with males and females analyzed separately, under both standard and 0.1% NaCl-containing medium conditions. The mixed-effects model revealed that the interaction between genotype and environment significantly influences HR. Genome-wide association analysis identified gene variants associated with critical biological processes such as ion transport, cardiac development, protein homeostasis, metabolism, and stress response. The identification of different genes under standard and saline (NaCl-supplemented) conditions suggests that environmental stress unlocks cryptic genetic variation. Candidate genes were tested using heart-specific GAL4 drivers in RNAi experiments, and a considerable number of these genes were found to significantly affect HR based on sex and the environment. These findings reveal that HR variation is strongly shaped by genotype-by-environment interactions and sex-specific genetic effects, with distinct sets of genes contributing under basal and stress conditions. The identification of environment-dependent genetic architectures suggests that salt stress can expose cryptic genetic variation influencing cardiac function. By integrating genome-wide association analyses with targeted RNAi-based functional validation, this study provides a framework for linking natural genetic variation to physiological phenotypes in a context-dependent manner.

Indexed as

Drosophila melanogasterHeart RateSodium Chloride, DietaryAnimalsFemaleGene-Environment InteractionGenetic VariationGenome-Wide Association StudyMalePhenotypeSodium Chloride, Dietary

Identifiers

PMID42832461
PMCPMC13637896

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