Evidence map›Paper›PMID 41906075›Full record

ArticleBMC plant biology2026

Unveiling genetic diversity and population structure in jackfruit (Artocarpus heterophyllus) through SNP markers for enhanced breeding and conservation.

Nurul Amin, Raju Chaudhary, Zhengping Wang, Anarul Islam, Julfikar Ali, Tofazzal Islam, Andrew G Sharpe

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Article in BMC plant biology, 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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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Nurul AminBiotechnology Division, Md Nurul Amin, Bangladesh Agricultural Research Institute, Gazipur, Bangladesh.
Raju ChaudharyRaju Chaudhary, Global Institute for Food Security, 421 Downey Road, Saskatoon, SK, Canada.
Zhengping WangZhengping Wang, Global Institute for Food Security, 421 Downey Road, Saskatoon, SK, Canada.
Anarul IslamAnarul Islam, Pomology Division, HRC at Bangladesh Agricultural Research Institute, Gazipur, Bangladesh.
Julfikar AliJulfikar Ali, Institute of Biotechnology and Genetic Engineering (IBGE), Gazipur Agricultural University, Gazipur, 1706, Bangladesh.
Tofazzal IslamTofazzal Islam, Institute of Biotechnology and Genetic Engineering (IBGE), Gazipur Agricultural University, Gazipur, 1706, Bangladesh. tofazzalislam@gau.edu.bd.
Andrew G SharpeAndrew G Sharpe, Global Institute for Food Security, 421 Downey Road, Saskatoon, SK, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Jackfruit (Artocarpus heterophyllus Lam) is a vital tropical fruit species extensively cultivated across South and Southeast Asia, including Bangladesh and India. Renowned for its highly nutritious, large fruit, valuable timber, and medicinal properties, jackfruit demonstrates resilience across diverse climatic conditions. Its inherent highly heterozygous nature, resulting from cross-pollination, leads to extensive genetic diversity. While this makes jackfruit an excellent candidate for improvement through molecular breeding, comprehensive genomic studies to identify SNPs (single-nucleotide polymorphisms) within the jackfruit genome have been lacking until this study. This study is aimed to characterize the genetic variation and population structure of jackfruit using SNP markers. A total of 37 jackfruit accessions were collected from three regional stations of the Bangladesh Agricultural Research Institute and two local farmers' fields. Morphological traits, including fruit size, color, number of bulbs per fruit, seed weight, seed size, bulb weight, and brix (%), were recorded during the 2023-24 growing season. Genomic DNA was extracted, and Genotyping-by-Sequencing libraries were prepared using a two-enzyme protocol, followed by sequencing on the NovaSeq Illumina platform. After stringent quality control, trimming, and bioinformatics processing, 23,795 high-quality biallelic SNP markers were identified by filtering for minor allele frequency > 0.01 and missing data < 20%. These SNP markers were then utilized to comprehensively characterize genetic variation and population structure among the accessions. Population structure analysis of 37 jackfruit accessions identified five genetic clusters, reflecting both shared ancestry and distinct divergent lineages (e.g., GK9/GK9.1, AK005/AK008, BK1/PD19.1, GK2/GK4). The results demonstrate the efficacy of SNP markers for genetic diversity studies, providing crucial information for parental selection and supporting advanced breeding and conservation strategies. This study significantly contributes valuable insights into jackfruit's genetic diversity, establishing a foundation for genomic-assisted breeding and conservation initiatives for food security.

Indexed as

ArtocarpusGenetic VariationPlant BreedingPolymorphism, Single NucleotideConservation of Natural ResourcesFruitGenetic MarkersGenome, PlantGenetic MarkersClimate resilienceFood securityGenomic-assisted breedingGenotyping-by-Sequencing (GBS)Kanthal breedingSNP Marker

Identifiers

PMID41906075
PMCPMC13151380

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LicenceCC BY-NC-ND
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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.