Evidence map›Paper›PMID 41504977›Full record

ArticleMolecular biology reports2026

Genome-wide association studies for antioxidant activity in blueberry.

Umanath Sharma, Amrita Ghosh, Lourdes Peña-Castillo, Abir U Igamberdiev, Samir C Debnath

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Article in Molecular biology reports, 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

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Umanath Sharma *St. John's Research and Development Centre, Agriculture and Agri-Food Canada, Newfoundland and Labrador, St. John's, Canada.
Amrita Ghosh *Department of Biology, Memorial University of Newfoundland, Newfoundland and Labrador, St. John's, Canada.
Lourdes Peña-CastilloDepartment of Biology, Memorial University of Newfoundland, Newfoundland and Labrador, St. John's, Canada.
Abir U IgamberdievDepartment of Biology, Memorial University of Newfoundland, Newfoundland and Labrador, St. John's, Canada.
Samir C DebnathSt. John's Research and Development Centre, Agriculture and Agri-Food Canada, Newfoundland and Labrador, St. John's, Canada. samir.debnath@agr.gc.ca.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundBlueberry (Vaccinium spp.) is one of the most important small fruit crops due to its taste and its antioxidant capacity. METHODS AND

resultsTo understand the genetic basis of these antioxidant properties, we evaluated the antioxidant activity of 156 diverse blueberry genotypes, including cultivars, hybrids, and wild clones. Phenotypic characterization revealed diverse antioxidant activities ranging from 0.088 to 1.338 mg gallic acid equivalent per gram of fresh leaf weight. On average, 94.51% of the sequences were mapped to the blueberry reference genome. A total of 66,216 genome-wide single-nucleotide polymorphisms (SNPs) were obtained by sequencing and used for genome-wide association studies (GWAS). GWAS with a Fixed and Random Model Circulating Probability Unification model using the Genomic Association and Prediction Integrated Tool in R revealed 9 SNPs significantly associated with the antioxidant activity of blueberry. Functional annotation using BLASTx resulted in three SNP-containing regions producing hits in the NCBI nonredundant protein database. These proteins have been shown to be involved in various developmental processes and responses to biotic and abiotic stress in plants. The remaining six SNP-containing regions resulted in 4,577 RNA hits, consisting of multiple types of RNA molecules. Therefore, complex antioxidant activity is affected by both protein and RNA in blueberry plants.

conclusionOverall, our study provides a valuable allele pool to support the improvement of blueberry quality, mainly focused on antioxidant activity.

Indexed as

AntioxidantsBlueberry PlantsChromosome MappingFruitGenome, PlantGenome-Wide Association StudyGenotypePhenotypePolymorphism, Single NucleotideAntioxidantsAntioxidant activityBlueberryGenome-wide association studies

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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.