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

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.

Authors

Institutions

Publication Details

Journal
BMC Plant Biology
Published
2026-03-29
DOI
https://doi.org/10.1186/s12870-026-08518-6
Primary Topic
Bioactive natural compounds
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

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

Md. Nurul Amin, Tofazzal Islam, Raju Chaudhary, Md. Anarul Islam et al.
BMC Plant Biology
Bioactive natural compounds
article

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

Md. Nurul Amin, Tofazzal Islam, Raju Chaudhary, Md. Anarul Islam, A. G. Sharpe, Julfikar Ali, Zhengping Wang
article en

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.

BMC Plant Biology
Global Institute for Water Security (CA), Bangladesh Agricultural Research Institute (BD)
Life in Land
Openalex Percentile: Top 4%
Bioactive natural compounds
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.