Development of InDel markers associated with leaf protein content in mulberry based on whole-genome resequencing

J Jiaqi Li Z Zijing Shen Q Qin Zhang (State Key Laboratory of Chemo and Biosensing, College of Biology, College of Chemistry and Chemical Engineering) J Jianguo Shi F Fugui Jia Y Yumei Liu (School of Life Sciences, Anhui University) H Huiping Luo R Rou Zhang

Abstract

Mulberry ( Morus alba L.), as a crucial dual-purpose crop for medicinal and forage applications, requires genetic improvement of leaf protein content to substantially enhance its feed value. This study utilized 46 mulberry germplasms as test materials, with 29 accessions subjected to whole-genome resequencing on the Illumina HiSeq platform. Based on the resequencing data, Indel primers were designed and screened to analyze genetic diversity and develop Indel markers tightly linked to crude protein content in mulberry leaves. The results showed that a total of 1 155 585 InDel loci were detected in the 29 accessions, with 11 401 InDels located in coding regions (0.99%). Analysis of functional annotations in extreme-phenotype germplasm revealed that 2 563 InDel-containing genes within coding sequence (CDS) regions of high-protein accessions were significantly enriched in catalytic activity and metabolic processes. Further utilizing InDel variations within CDS regions, 98 pairs of InDel primers were designed, yielding a novel linked marker (Chr1-3-204) with distinct amplification patterns between high- and low-protein accessions. Validation in 46 accessions showed 89.1% accuracy (r = 0.726, P < 0.01). Sanger sequencing confirmed its high accuracy (97.7% similarity to reference), with 84% identity to Morus motabilis . This study is the first to develop a linked marker for crude protein content in mulberry leaves, providing a technical reference for the breeding of high-protein mulberry varieties.N

Article Details

Journal PLoS ONE
Volume / Issue Vol. 21, Issue 3
Published March 13, 2026
Pages e0344044
ISSN 1932-6203
Publisher Public Library of Science

Journal Info

PLoS ONE

Public Library of Science

ISSN: 1932-6203 Open Access Health Sciences

Authors (8)

J

Jiaqi Li

Z

Zijing Shen

Q

Qin Zhang

State Key Laboratory of Chemo and Biosensing, College of Biology, College of Chemistry and Chemical Engineering

J

Jianguo Shi

F

Fugui Jia

Y

Yumei Liu

School of Life Sciences, Anhui University

H

Huiping Luo

R

Rou Zhang