Transcriptome Analysis of lncRNA and mRNA Expression Profiles During Safflower (Carthamus tinctorius) Seed Germination and Seedling Establishment

Background: Safflower (Carthamus tinctorius L.) is a high-value economic crop with broad applications in agriculture, industry, and traditional medicine. Seed germination and seedling establishment are critical stages in the safflower life cycle, as they directly influence subsequent seedling establishment, survival, and plant growth. However, the transcriptomic dynamics and regulatory mechanisms underlying these processes remain largely unexplored, and the functional roles of long non-coding RNAs (lncRNAs) in this context are also poorly understood. Methods: In this study, transcriptome sequencing was performed across five developmental stages from seed germination to seedling establishment in safflower, followed by a comprehensive transcriptomic analysis and lncRNA identification. Results: Transcriptome sequencing identified a total of 3027 lncRNAs, including 940 natural antisense transcript (NAT)-pair-associated lncRNAs, which were classified into the divergent, convergent, and chimeric categories. Among these, 767 lncNATs were differentially expressed. Further analysis identified 542 NAT pairs in which both the protein-coding gene and its corresponding lncNAT exhibited a differential expression across the five developmental stages. A functional enrichment analysis of the predicted target genes of these lncRNAs suggested their involvement in photosynthesis and hormone-related responses. An enrichment analysis of differentially expressed genes (DEGs) across developmental stages further revealed the significant enrichment of photosynthesis and plant hormone signal transduction-related pathways, suggesting that these pathways are closely associated with safflower seed germination and seedling establishment. A further analysis of photosynthesis-related genes, particularly the expression patterns of LHC family members, suggested that Stage 3 may represent an important developmental transition associated with the optimization of the light-harvesting capacity during early seedling establishment, whereas plant-hormone-related genes are involved in regulating seed germination and subsequent leaf growth during seedling establishment. In addition, a weighted gene co-expression network analysis (WGCNA) identified candidate transcription factors associated with photomorphogenesis and plant hormone responses in safflower. Conclusions: This study advances our understanding of the regulatory mechanisms underlying safflower seed germination and subsequent growth and provides valuable molecular resources for future safflower breeding programs.

Authors

Institutions

Publication Details

Journal
Genes
Published
2026-06-30
DOI
https://doi.org/10.3390/genes17070753
Primary Topic
Plant Molecular Biology Research
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Transcriptome Analysis of lncRNA and mRNA Expression Profiles During Safflower (Carthamus tinctorius) Seed Germination and Seedling Establishment

H Liu, Shuo Liu, Tiange Yang, Kehui Zhang et al.
Genes
Plant Molecular Biology Research
article

Transcriptome Analysis of lncRNA and mRNA Expression Profiles During Safflower (Carthamus tinctorius) Seed Germination and Seedling Establishment

H Liu, Shuo Liu, Tiange Yang, Kehui Zhang, Lu Lv, Rui Qin, Kang Ma
article en

Abstract

Background: Safflower (Carthamus tinctorius L.) is a high-value economic crop with broad applications in agriculture, industry, and traditional medicine. Seed germination and seedling establishment are critical stages in the safflower life cycle, as they directly influence subsequent seedling establishment, survival, and plant growth. However, the transcriptomic dynamics and regulatory mechanisms underlying these processes remain largely unexplored, and the functional roles of long non-coding RNAs (lncRNAs) in this context are also poorly understood. Methods: In this study, transcriptome sequencing was performed across five developmental stages from seed germination to seedling establishment in safflower, followed by a comprehensive transcriptomic analysis and lncRNA identification. Results: Transcriptome sequencing identified a total of 3027 lncRNAs, including 940 natural antisense transcript (NAT)-pair-associated lncRNAs, which were classified into the divergent, convergent, and chimeric categories. Among these, 767 lncNATs were differentially expressed. Further analysis identified 542 NAT pairs in which both the protein-coding gene and its corresponding lncNAT exhibited a differential expression across the five developmental stages. A functional enrichment analysis of the predicted target genes of these lncRNAs suggested their involvement in photosynthesis and hormone-related responses. An enrichment analysis of differentially expressed genes (DEGs) across developmental stages further revealed the significant enrichment of photosynthesis and plant hormone signal transduction-related pathways, suggesting that these pathways are closely associated with safflower seed germination and seedling establishment. A further analysis of photosynthesis-related genes, particularly the expression patterns of LHC family members, suggested that Stage 3 may represent an important developmental transition associated with the optimization of the light-harvesting capacity during early seedling establishment, whereas plant-hormone-related genes are involved in regulating seed germination and subsequent leaf growth during seedling establishment. In addition, a weighted gene co-expression network analysis (WGCNA) identified candidate transcription factors associated with photomorphogenesis and plant hormone responses in safflower. Conclusions: This study advances our understanding of the regulatory mechanisms underlying safflower seed germination and subsequent growth and provides valuable molecular resources for future safflower breeding programs.

GenesVol. 17(7)
Minzu University of China (CN), Chinese Academy of Sciences (CN), Wuhan Botanical Garden (CN), China Agricultural University (CN)
Key Research and Development Program of Ningxia
Zero hunger
Openalex Percentile: Top 10%
Plant Molecular Biology Research
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.