Co-Expression Network Analysis and Introgressive Gene Identification for Fiber Length and Strength Reveal Transcriptional Differences in 15 Cotton Chromosome Substitution Segment Lines and Their Upland and Sea Island Parents

Plants (Basel). 2024 Aug 19;13(16):2308. doi: 10.3390/plants13162308.

Abstract

Fiber length (FL) and strength (FS) are the core indicators for evaluating cotton fiber quality. The corresponding stages of fiber elongation and secondary wall thickening are of great significance in determining FL and FS formation, respectively. QTL mapping and high-throughput sequencing technology have been applied to dissect the molecular mechanism of fiber development. In this study, 15 cotton chromosome segment substitution lines (CSSLs) with significant differences in FL and FS, together with their recurrent parental Gossypium hirsutum line CCRI45 and donor parent G. barbadense line Hai1, were chosen to conduct RNA-seq on developing fiber samples at 10 days post anthesis (DPA) and 20 DPA. Differentially expressed genes (DEGs) were obtained via pairwise comparisons among all 24 samples (each one with three biological repeats). A total of 969 DEGs related to FL-high, 1285 DEGs to FS-high, and 997 DEGs to FQ-high were identified. The functional enrichment analyses of them indicated that the GO terms of cell wall structure and ROS, carbohydrate, and phenylpropanoid metabolism were significantly enriched, while the GO terms of glucose and polysaccharide biosynthesis, and brassinosteroid and glycosylphosphatidylinositol metabolism could make great contributions to FL and FS formation, respectively. Weighted gene co-expressed network analyses (WGCNA) were separately conducted for analyzing FL and FS traits, and their corresponding hub DEGs were screened in significantly correlated expression modules, such as EXPA8, XTH, and HMA in the fiber elongation and WRKY, TDT, and RAC-like 2 during secondary wall thickening. An integrated analysis of these hub DEGs with previous QTL identification results successfully identified a total of 33 candidate introgressive DEGs with non-synonymous mutations between the Gh and Gb species. A common DEG encoding receptor-like protein kinase 1 was reported to likely participate in fiber secondary cell thickening regulation by brassionsteroid signaling. Such valuable information was conducive to enlightening the developing mechanism of cotton fiber and also provided an abundant gene pool for further molecular breeding.

Keywords: cotton chromosome segment substitution lines; fiber quality; functional enrichment analysis; introgressive gene identification; weighted gene co-expressed network analyses.

Grants and funding

This research was funded by the National Natural Science Foundation of China (32272179, 32070560, and 31801404), the Regional Innovation Guidance Project of Xinjiang Production and Construction Corps (2021BB012), the Program for Innovative Research Team (in Science and Technology) in University of Henan Province (20IRTSTHN021), the Postgraduate Education Reform and Quality Improvement Project of Henan Province (YJS2022JD47), the National Key R&D Program of China (2021YFE0101200), Zhongyuan Scholars Workstation (224400510020), the Tianchi Talent Introduction Plan, the High Quality Cotton New Variety Zhongmiansuo 703 Efficient Technology Integration Demonstration Project of Kashgar Regional Science and Technology Plan (KS2023003), the Financial Science and Technology Project of Huyanghe City, the Seventh Division of Xinjiang Production and Construction Corps (2023C15 and 2024C01), Scientific and Technological Project of Anyang City (2022C01NY003 and 2022C01SF118), National Key Laboratory of Cotton Bio-Breeding and Integrated Utilization Open Fund (CB2023A26), the PhD start-up fund of the Anyang Institute of Technology (BSJ2020011 and BSJ2019014), the Xinjiang Autonomous Region “Three Rural Issues” Key Talent Training Program (2022SNGGNT051), and the Seventh Division of Huyanghe City Grassroots Scientific and Technological Backbone Talent Project: Innovation of Germplasm Resources for Early Maturing, Disease-Resistant and Machine-Suitable Cotton Harvesting.