Transcriptome Dynamics Reveal the Potential Roles of Long Non-Coding RNAs in Regulating Flower Color of Safflowers (Carthamus tinctorius)
Abstract
1. Introduction
2. Results
2.1. Flower Color Variation and Long Non-Coding RNAs Identification
2.2. Identification of Natural Antisense Transcript Pairs (NAT)
2.3. lncNATs Potentially Associated with Flower Color-Related Genes
2.4. Gene Co-Expression Network Construction and Analysis
2.5. Functional Analysis of Candidate Flavonoid Biosynthesis Genes Linked to lncNATs
3. Discussion
4. Materials and Methods
4.1. Plant Material and Growth Conditions
4.2. Strand-Specific cDNA Library Preparation and ssRNA-Seq
4.3. Transcript Assembly and lncRNA Identification
4.4. Analysis of lncRNA and mRNA Expression
4.5. Prokaryotic Expression in E. coli
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Aishan, S.; Liu, S.; Lv, L.; Wei, J.; Wei, Z.; Liu, J.; Liu, H.; Qin, R. Transcriptome Dynamics Reveal the Potential Roles of Long Non-Coding RNAs in Regulating Flower Color of Safflowers (Carthamus tinctorius). Int. J. Mol. Sci. 2026, 27, 5142. https://doi.org/10.3390/ijms27115142
Aishan S, Liu S, Lv L, Wei J, Wei Z, Liu J, Liu H, Qin R. Transcriptome Dynamics Reveal the Potential Roles of Long Non-Coding RNAs in Regulating Flower Color of Safflowers (Carthamus tinctorius). International Journal of Molecular Sciences. 2026; 27(11):5142. https://doi.org/10.3390/ijms27115142
Chicago/Turabian StyleAishan, Saimire, Shuo Liu, Lu Lv, Jian Wei, Zhaojun Wei, Jiao Liu, Hong Liu, and Rui Qin. 2026. "Transcriptome Dynamics Reveal the Potential Roles of Long Non-Coding RNAs in Regulating Flower Color of Safflowers (Carthamus tinctorius)" International Journal of Molecular Sciences 27, no. 11: 5142. https://doi.org/10.3390/ijms27115142
APA StyleAishan, S., Liu, S., Lv, L., Wei, J., Wei, Z., Liu, J., Liu, H., & Qin, R. (2026). Transcriptome Dynamics Reveal the Potential Roles of Long Non-Coding RNAs in Regulating Flower Color of Safflowers (Carthamus tinctorius). International Journal of Molecular Sciences, 27(11), 5142. https://doi.org/10.3390/ijms27115142

