Transcriptomic Analysis Reveals the Role of Long Non-Coding RNAs in Response to Drought Stress in Tibetan Hulless Barley

被引:0
作者
Wang, Zitao [1 ]
Fang, Yue [1 ]
Min, Qinyue [1 ]
Zheng, Kaifeng [2 ]
Pang, Yanrong [2 ]
Chen, Jinyuan [1 ]
Qiao, Feng [1 ]
Han, Shengcheng [2 ,3 ,4 ]
机构
[1] Qinghai Normal Univ, Sch Life Sci, Key Lab Biodivers Format Mech & Comprehens Utiliza, Xining 810008, Peoples R China
[2] Beijing Normal Univ, Coll Life Sci, Beijing 100875, Peoples R China
[3] Acad Plateau Sci & Sustainabil Peoples Govt Qingha, Xining 810016, Peoples R China
[4] Qinghai Normal Univ, Beijing Normal Univ, Xining 810016, Peoples R China
来源
BIOLOGY-BASEL | 2025年 / 14卷 / 07期
基金
中国国家自然科学基金;
关键词
long noncoding RNAs; protein-coding genes; transcriptome; drought tolerance; Tibetan hulless barley; EXPRESSION ANALYSIS; GENE-EXPRESSION; GENOME; TOLERANCE; PROTEIN;
D O I
10.3390/biology14070737
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
LncRNAs, a type of RNAs exceeding 200 nucleotides (nt) and lacking representative open reading frames (ORFs), have emerged as crucial regulatory molecules that modulate numerous growth and development processes in plants. While substantial progress has been made in interpreting the functions and regulatory mechanisms of coding RNAs, the study of lncRNAs in Tibetan hulless barley remains incomplete. To elucidate the coordination of drought stress responses in Tibetan hulless barely by lncRNAs, we analyzed the previously published RNA-seq data from two cultivars of hulless barley, drought-tolerant (Z772) and drought-sensitive (Z013), subjected to varying durations of drought treatment (0, 1, and 5 h). Initially, we identified a total of 2877 lncRNAs through a strict pipeline, of which 2179 were co-expressed in both cultivars. Additionally, 331 and 367 lncRNAs showed cultivar-specific expression patterns in Z772 and Z013, respectively. Given the trans-regulatory functions of lncRNAs, we utilized WGCNA and uncovered 11 modules that were enriched in drought-responsive pathways. Within these modules, lncRNAs and neighboring PCGs were co-clustered in key control modules. The GO enrichment analysis of potential lncRNA-PCG pairs primarily involved processes related to the response to water deprivation, regulation of abiotic stress, and RNA metabolic processes. Notably, 12 high-confidence lncRNA-PCG pairs displayed concordant expression profiles, with some annotated as TFs. Two of these pairs were validated by qRT-PCR in the Tibetan hulless barley cultivar Kunlun 14. These findings suggested that lncRNAs may participate in regulatory networks involved in drought adaptation in Tibetan hulless barley, offering novel insights into the drought resistance mechanisms of Poaceae crops and potential targets for breeding drought-resistant varieties.
引用
收藏
页数:20
相关论文
共 73 条
[1]   The barley transcription factor HvMYB1 is a positive regulator of drought tolerance [J].
Alexander, Ross D. ;
Wendelboe-Nelson, Charlotte ;
Morris, Peter C. .
PLANT PHYSIOLOGY AND BIOCHEMISTRY, 2019, 142 :246-253
[2]   Mechanisms of Abscisic Acid-Mediated Drought Stress Responses in Plants [J].
Aslam, Mehtab Muhammad ;
Waseem, Muhammad ;
Jakada, Bello Hassan ;
Okal, Eyalira Jacob ;
Lei, Zuliang ;
Saqib, Hafiz Sohaib Ahmad ;
Yuan, Wei ;
Xu, Weifeng ;
Zhang, Qian .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2022, 23 (03)
[3]   Drought-tolerant wheat for enhancing global food security [J].
Bohra, Abhishek ;
Choudhary, Mukesh ;
Bennett, Dion ;
Joshi, Rohit ;
Mir, Reyazul Rouf ;
Varshney, Rajeev K. .
FUNCTIONAL & INTEGRATIVE GENOMICS, 2024, 24 (06)
[4]   LNCcation: lncRNA localization and function [J].
Bridges, Mary Catherine ;
Daulagala, Amanda C. ;
Kourtidis, Antonis .
JOURNAL OF CELL BIOLOGY, 2021, 220 (02)
[5]   LncRNA DANA1 promotes drought tolerance and histone deacetylation of drought responsive genes in Arabidopsis [J].
Cai, Jingjing ;
Zhang, Yongdi ;
He, Reqing ;
Jiang, Liyun ;
Qu, Zhipeng ;
Gu, Jinbao ;
Yang, Jun ;
Legascue, Maria Florencia ;
Wang, Zhen-Yu ;
Ariel, Federico ;
Adelson, David L. ;
Zhu, Youlin ;
Wang, Dong .
EMBO REPORTS, 2024, 25 (02) :796-812
[6]   eggNOG-mapper v2: Functional Annotation, Orthology Assignments, and Domain Prediction at the Metagenomic Scale [J].
Cantalapiedra, Carlos P. ;
Hernandez-Plaza, Ana ;
Letunic, Ivica ;
Bork, Peer ;
Huerta-Cepas, Jaime .
MOLECULAR BIOLOGY AND EVOLUTION, 2021, 38 (12) :5825-5829
[7]   TBtools: An Integrative Toolkit Developed for Interactive Analyses of Big Biological Data [J].
Chen, Chengjie ;
Chen, Hao ;
Zhang, Yi ;
Thomas, Hannah R. ;
Frank, Margaret H. ;
He, Yehua ;
Xia, Rui .
MOLECULAR PLANT, 2020, 13 (08) :1194-1202
[8]   fastp: an ultra-fast all-in-one FASTQ preprocessor [J].
Chen, Shifu ;
Zhou, Yanqing ;
Chen, Yaru ;
Gu, Jia .
BIOINFORMATICS, 2018, 34 (17) :884-890
[9]   LncRNA cis- and trans-regulation provides new insight into drought stress responses in wild barley [J].
Cheng, Bingyun ;
Pei, Wenyu ;
Wan, Kui ;
Pan, Rui ;
Zhang, Wenying .
PHYSIOLOGIA PLANTARUM, 2024, 176 (04)
[10]   Homology- based annotation of non-coding RNAs in the genomes of Schistosoma mansoni and Schistosoma japonicum [J].
Copeland, Claudia C. ;
Marz, Manja ;
Rose, Dominic ;
Hertel, Jana ;
Brindley, Paul J. ;
Santana, Clara Bermudez ;
Kehr, Stephanie ;
Attolini, Camille Stephan-Otto ;
Stadler, Peter F. .
BMC GENOMICS, 2009, 10 :464