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Escandón M, Valledor L, Lamelas L, Álvarez JM, Cañal MJ, Meijón M. Multiomics analyses reveal the central role of the nucleolus and its machinery during heat stress acclimation in Pinus radiata. JOURNAL OF EXPERIMENTAL BOTANY 2024; 75:2558-2573. [PMID: 38318976 DOI: 10.1093/jxb/erae033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Accepted: 02/05/2024] [Indexed: 02/07/2024]
Abstract
Global warming is causing rapid changes in mean annual temperature and more severe drought periods. These are major contributors of forest dieback, which is becoming more frequent and widespread. In this work, we investigated how the transcriptome of Pinus radiata changed during initial heat stress response and acclimation. To this end, we generated a high-density dataset employing Illumina technology. This approach allowed us to reconstruct a needle transcriptome, defining 12 164 and 13 590 transcripts as down- and up-regulated, respectively, during a time course stress acclimation experiment. Additionally, the combination of transcriptome data with other available omics layers allowed us to determine the complex inter-related processes involved in the heat stress response from the molecular to the physiological level. Nucleolus and nucleoid activities seem to be a central core in the acclimating process, producing specific RNA isoforms and other essential elements for anterograde-retrograde stress signaling such as NAC proteins (Pra_vml_051671_1 and Pra_vml_055001_5) or helicase RVB. These mechanisms are connected by elements already known in heat stress response (redox, heat-shock proteins, or abscisic acid-related) and with others whose involvement is not so well defined such as shikimate-related, brassinosteriods, or proline proteases together with their potential regulatory elements. This work provides a first in-depth overview about molecular mechanisms underlying the heat stress response and acclimation in P. radiata.
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Affiliation(s)
- Mónica Escandón
- Plant Physiology, Department of Organisms and Systems Biology, Faculty of Biology, and University Institute of Biotechnology of Asturias, University of Oviedo, Oviedo, Spain
| | - Luis Valledor
- Plant Physiology, Department of Organisms and Systems Biology, Faculty of Biology, and University Institute of Biotechnology of Asturias, University of Oviedo, Oviedo, Spain
| | - Laura Lamelas
- Plant Physiology, Department of Organisms and Systems Biology, Faculty of Biology, and University Institute of Biotechnology of Asturias, University of Oviedo, Oviedo, Spain
| | - Jóse M Álvarez
- Plant Physiology, Department of Organisms and Systems Biology, Faculty of Biology, and University Institute of Biotechnology of Asturias, University of Oviedo, Oviedo, Spain
| | - María Jesús Cañal
- Plant Physiology, Department of Organisms and Systems Biology, Faculty of Biology, and University Institute of Biotechnology of Asturias, University of Oviedo, Oviedo, Spain
| | - Mónica Meijón
- Plant Physiology, Department of Organisms and Systems Biology, Faculty of Biology, and University Institute of Biotechnology of Asturias, University of Oviedo, Oviedo, Spain
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Rajendran S, Kang YM, Yang IB, Eo HB, Baek KL, Jang S, Eybishitz A, Kim HC, Je BI, Park SJ, Kim CM. Functional characterization of plant specific Indeterminate Domain (IDD) transcription factors in tomato (Solanum lycopersicum L.). Sci Rep 2024; 14:8015. [PMID: 38580719 PMCID: PMC10997639 DOI: 10.1038/s41598-024-58903-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 04/04/2024] [Indexed: 04/07/2024] Open
Abstract
Plant-specific transcription factors (TFs) are responsible for regulating the genes involved in the development of plant-specific organs and response systems for adaptation to terrestrial environments. This includes the development of efficient water transport systems, efficient reproductive organs, and the ability to withstand the effects of terrestrial factors, such as UV radiation, temperature fluctuations, and soil-related stress factors, and evolutionary advantages over land predators. In rice and Arabidopsis, INDETERMINATE DOMAIN (IDD) TFs are plant-specific TFs with crucial functions, such as development, reproduction, and stress response. However, in tomatoes, IDD TFs remain uncharacterized. Here, we examined the presence, distribution, structure, characteristics, and expression patterns of SlIDDs. Database searches, multiple alignments, and motif alignments suggested that 24 TFs were related to Arabidopsis IDDs. 18 IDDs had two characteristic C2H2 domains and two C2HC domains in their coding regions. Expression analyses suggest that some IDDs exhibit multi-stress responsive properties and can respond to specific stress conditions, while others can respond to multiple stress conditions in shoots and roots, either in a tissue-specific or universal manner. Moreover, co-expression database analyses suggested potential interaction partners within IDD family and other proteins. This study functionally characterized SlIDDs, which can be studied using molecular and bioinformatics methods for crop improvement.
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Affiliation(s)
- Sujeevan Rajendran
- Department of Horticulture Industry, Wonkwang University, Iksan, 54538, Republic of Korea
| | - Yu Mi Kang
- Department of Horticultural and Life Science, Pusan National University, Milyang, 50463, Korea
| | - In Been Yang
- Department of Horticulture Industry, Wonkwang University, Iksan, 54538, Republic of Korea
| | - Hye Bhin Eo
- Department of Horticulture Industry, Wonkwang University, Iksan, 54538, Republic of Korea
| | - Kyung Lyung Baek
- Department of Horticulture Industry, Wonkwang University, Iksan, 54538, Republic of Korea
| | - Seonghoe Jang
- World Vegetable Center Korea Office (WKO), Wanju-gun, Jeollabuk-do, 55365, Republic of Korea
| | - Assaf Eybishitz
- World Vegetable Center, P.O. Box 42, Tainan, 74199, Shanhua, Taiwan
| | - Ho Cheol Kim
- Department of Horticulture Industry, Wonkwang University, Iksan, 54538, Republic of Korea
| | - Byeong Il Je
- Department of Horticultural and Life Science, Pusan National University, Milyang, 50463, Korea
| | - Soon Ju Park
- Division of Applied Life Science (BK21 Four), Plant Molecular Biology and Biotechnology Research Center (PMBBRC), Gyeongsang National University, Jinju, Korea
| | - Chul Min Kim
- Department of Horticulture Industry, Wonkwang University, Iksan, 54538, Republic of Korea.
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Liu SJ, Cai C, Cai HY, Bai YQ, Wang DY, Zhang H, Peng JG, Xie LJ. Integrated analysis of transcriptome and small RNAome reveals regulatory network of rapid and long-term response to heat stress in Rhododendron moulmainense. PLANTA 2024; 259:104. [PMID: 38551672 PMCID: PMC10980653 DOI: 10.1007/s00425-024-04375-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Accepted: 03/03/2024] [Indexed: 04/01/2024]
Abstract
MAIN CONCLUSION The post-transcriptional gene regulatory pathway and small RNA pathway play important roles in regulating the rapid and long-term response of Rhododendron moulmainense to high-temperature stress. The Rhododendron plays an important role in maintaining ecological balance. However, it is difficult to domesticate for use in urban ecosystems due to their strict optimum growth temperature condition, and its evolution and adaptation are little known. Here, we combined transcriptome and small RNAome to reveal the rapid response and long-term adaptability regulation strategies in Rhododendron moulmainense under high-temperature stress. The post-transcriptional gene regulatory pathway plays important roles in stress response, in which the protein folding pathway is rapidly induced at 4 h after heat stress, and alternative splicing plays an important role in regulating gene expression at 7 days after heat stress. The chloroplasts oxidative damage is the main factor inhibiting photosynthesis efficiency. Through WGCNA analysis, we identified gene association patterns and potential key regulatory genes responsible for maintaining the ROS steady-state under heat stress. Finally, we found that the sRNA synthesis pathway is induced under heat stress. Combined with small RNAome, we found that more miRNAs are significantly changed under long-term heat stress. Furthermore, MYBs might play a central role in target gene interaction network of differentially expressed miRNAs in R. moulmainense under heat stress. MYBs are closely related to ABA, consistently, ABA synthesis and signaling pathways are significantly inhibited, and the change in stomatal aperture is not obvious under heat stress. Taken together, we gained valuable insights into the transplantation and long-term conservation domestication of Rhododendron, and provide genetic resources for genetic modification and molecular breeding to improve heat resistance in Rhododendron.
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Affiliation(s)
- Si-Jia Liu
- College of Architectural Engineering, Shenzhen Polytechnic University, Shenzhen, 518055, China
| | - Chang Cai
- Guizhou Provincial Key Laboratory for Information Systems of Mountainous Areas and Protection of Ecological Environment, Guizhou Normal University, Guiyang, 550001, China
| | - Hong-Yue Cai
- College of Architectural Engineering, Shenzhen Polytechnic University, Shenzhen, 518055, China
| | - Yu-Qing Bai
- Administrative Office of Wutong Mountain National Park, Shenzhen, 518004, China
| | - Ding-Yue Wang
- Administrative Office of Wutong Mountain National Park, Shenzhen, 518004, China
| | - Hua Zhang
- College of Architectural Engineering, Shenzhen Polytechnic University, Shenzhen, 518055, China
| | - Jin-Gen Peng
- College of Architectural Engineering, Shenzhen Polytechnic University, Shenzhen, 518055, China.
| | - Li-Juan Xie
- College of Architectural Engineering, Shenzhen Polytechnic University, Shenzhen, 518055, China.
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Wu ZH, He LL, Wang CC, Liang C, Li HY, Zhong DW, Dong ZX, Zhang LJ, Zhang XQ, Ge LF, Chen S. Unveiling unique alternative splicing responses to low temperature in Zoysia japonica through ZjRTD1.0, a high-quality reference transcript dataset. PHYSIOLOGIA PLANTARUM 2024; 176:e14280. [PMID: 38644527 DOI: 10.1111/ppl.14280] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 02/29/2024] [Accepted: 03/09/2024] [Indexed: 04/23/2024]
Abstract
Inadequate reference databases in RNA-seq analysis can hinder data utilization and interpretation. In this study, we have successfully constructed a high-quality reference transcript dataset, ZjRTD1.0, for Zoysia japonica, a widely-used turfgrass with exceptional tolerance to various abiotic stress, including low temperatures and salinity. This dataset comprises 113,089 transcripts from 57,143 genes. BUSCO analysis demonstrates exceptional completeness (92.4%) in ZjRTD1.0, with reduced proportions of fragmented (3.3%) and missing (4.3%) orthologs compared to prior datasets. ZjRTD1.0 enables more precise analyses, including transcript quantification and alternative splicing assessments using public datasets, which identified a substantial number of differentially expressed transcripts (DETs) and differential alternative splicing (DAS) events, leading to several novel findings on Z. japonica's responses to abiotic stresses. First, spliceosome gene expression influenced alternative splicing significantly under abiotic stress, with a greater impact observed during low-temperature stress. Then, a significant positive correlation was found between the number of differentially expressed genes (DEGs) encoding protein kinases and the frequency of DAS events, suggesting the role of protein phosphorylation in regulating alternative splicing. Additionally, our results suggest possible involvement of serine/arginine-rich (SR) proteins and heterogeneous nuclear ribonucleoproteins (hnRNPs) in generating inclusion/exclusion isoforms under low-temperature stress. Furthermore, our investigation revealed a significantly enhanced overlap between DEGs and differentially alternatively spliced genes (DASGs) in response to low-temperature stress, suggesting a unique co-regulatory mechanism governing transcription and splicing in the context of low-temperature response. In conclusion, we have proven that ZjRTD1.0 will serve as a reliable and useful resource for future transcriptomic analyses in Z. japonica.
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Affiliation(s)
- Zhi-Hao Wu
- Department of Grass Science, College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, China
- Guangdong Engineering Research Center for Grassland Science, Guangzhou, China
| | - Liang-Liang He
- Department of Grass Science, College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, China
- Guangdong Engineering Research Center for Grassland Science, Guangzhou, China
| | - Cong-Cong Wang
- Department of Grass Science, College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, China
- Guangdong Engineering Research Center for Grassland Science, Guangzhou, China
| | - Chen Liang
- Department of Grass Science, College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, China
- Guangdong Engineering Research Center for Grassland Science, Guangzhou, China
| | - Han-Ying Li
- Department of Grass Science, College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, China
- Guangdong Engineering Research Center for Grassland Science, Guangzhou, China
| | - Dan-Wen Zhong
- Department of Grass Science, College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, China
- Guangdong Engineering Research Center for Grassland Science, Guangzhou, China
| | - Zhao-Xia Dong
- Department of Grass Science, College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, China
- Guangdong Engineering Research Center for Grassland Science, Guangzhou, China
| | - Li-Juan Zhang
- Shenzhen Tourism College of Jinan University, Shenzhen, Guangdong, China
| | - Xiang-Qian Zhang
- College of Food Science and Engineering, Foshan University, Foshan, Guangdong, China
| | - Liang-Fa Ge
- Department of Grass Science, College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, China
- Guangdong Engineering Research Center for Grassland Science, Guangzhou, China
| | - Shu Chen
- Department of Grass Science, College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, China
- Guangdong Engineering Research Center for Grassland Science, Guangzhou, China
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Graci S, Barone A. Tomato plant response to heat stress: a focus on candidate genes for yield-related traits. FRONTIERS IN PLANT SCIENCE 2024; 14:1245661. [PMID: 38259925 PMCID: PMC10800405 DOI: 10.3389/fpls.2023.1245661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Accepted: 12/15/2023] [Indexed: 01/24/2024]
Abstract
Climate change and global warming represent the main threats for many agricultural crops. Tomato is one of the most extensively grown and consumed horticultural products and can survive in a wide range of climatic conditions. However, high temperatures negatively affect both vegetative growth and reproductive processes, resulting in losses of yield and fruit quality traits. Researchers have employed different parameters to evaluate the heat stress tolerance, including evaluation of leaf- (stomatal conductance, net photosynthetic rate, Fv/Fm), flower- (inflorescence number, flower number, stigma exertion), pollen-related traits (pollen germination and viability, pollen tube growth) and fruit yield per plant. Moreover, several authors have gone even further, trying to understand the plants molecular response mechanisms to this stress. The present review focused on the tomato molecular response to heat stress during the reproductive stage, since the increase of temperatures above the optimum usually occurs late in the growing tomato season. Reproductive-related traits directly affects the final yield and are regulated by several genes such as transcriptional factors, heat shock proteins, genes related to flower, flowering, pollen and fruit set, and epigenetic mechanisms involving DNA methylation, histone modification, chromatin remodelling and non-coding RNAs. We provided a detailed list of these genes and their function under high temperature conditions in defining the final yield with the aim to summarize the recent findings and pose the attention on candidate genes that could prompt on the selection and constitution of new thermotolerant tomato plant genotypes able to face this abiotic challenge.
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Affiliation(s)
| | - Amalia Barone
- Department of Agricultural Sciences, University of Naples Federico II, Portici, Naples, Italy
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Zheng J, Wen S, Yu Z, Luo K, Rong J, Ding M. Alternative Splicing during Fiber Development in G. hirsutum. Int J Mol Sci 2023; 24:11812. [PMID: 37511571 PMCID: PMC10380772 DOI: 10.3390/ijms241411812] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Revised: 07/12/2023] [Accepted: 07/20/2023] [Indexed: 07/30/2023] Open
Abstract
Cotton is a valuable cash crop in many countries. Cotton fiber is a trichome that develops from a single epidermal cell and serves as an excellent model for understanding cell differentiation and other life processes. Alternative splicing (AS) of genes is a common post-transcriptional regulatory process in plants that is essential for plant growth and development. The process of AS during cotton fiber formation, on the other hand, is mainly unknown. A substantial number of multi-exon genes were discovered to be alternatively spliced during cotton fiber formation in this study, accounting for 23.31% of the total number of genes in Gossypium hirsutum. Retention intron (RI) is not necessarily the most common AS type, indicating that AS genes and processes during fiber development are very temporal and tissue-specific. When compared to fiber samples, AS is more prevalent at the fiber initiation stages and in the ovule, indicating that development stages and tissues use different AS strategies. Genes involved in fiber development have gone through stage-specific AS, demonstrating that AS regulates cotton fiber development. Furthermore, AS can be regulated by trans-regulation elements such as splicing factor and cis-regulation elements such as gene length, exon numbers, and GC content, particularly at exon-intron junction sites. Our findings also suggest that increased DNA methylation may aid in the efficiency of AS, and that gene body methylation is key in AS control. Finally, our research will provide useful information about the roles of AS during the cotton fiber development process.
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Affiliation(s)
- Jing Zheng
- The Key Laboratory for Quality Improvement of Agricultural Products of Zhejiang Province, College of Advanced Agricultural Sciences, Zhejiang A&F University, Linan, Hangzhou 311300, China
| | - Shuhan Wen
- The Key Laboratory for Quality Improvement of Agricultural Products of Zhejiang Province, College of Advanced Agricultural Sciences, Zhejiang A&F University, Linan, Hangzhou 311300, China
| | - Zhipeng Yu
- The Key Laboratory for Quality Improvement of Agricultural Products of Zhejiang Province, College of Advanced Agricultural Sciences, Zhejiang A&F University, Linan, Hangzhou 311300, China
| | - Keyan Luo
- The Key Laboratory for Quality Improvement of Agricultural Products of Zhejiang Province, College of Advanced Agricultural Sciences, Zhejiang A&F University, Linan, Hangzhou 311300, China
| | - Junkang Rong
- The Key Laboratory for Quality Improvement of Agricultural Products of Zhejiang Province, College of Advanced Agricultural Sciences, Zhejiang A&F University, Linan, Hangzhou 311300, China
| | - Mingquan Ding
- The Key Laboratory for Quality Improvement of Agricultural Products of Zhejiang Province, College of Advanced Agricultural Sciences, Zhejiang A&F University, Linan, Hangzhou 311300, China
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Bäurle I, Laplaze L, Martin A. Preparing for an uncertain future: molecular responses of plants facing climate change. JOURNAL OF EXPERIMENTAL BOTANY 2023; 74:1297-1302. [PMID: 36516413 PMCID: PMC10010605 DOI: 10.1093/jxb/erac493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Accepted: 12/12/2022] [Indexed: 05/12/2023]
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Boulanger HG, Guo W, Monteiro LDFR, Calixto CPG. Co-expression network of heat-response transcripts: A glimpse into how splicing factors impact rice basal thermotolerance. Front Mol Biosci 2023; 10:1122201. [PMID: 36818043 PMCID: PMC9932781 DOI: 10.3389/fmolb.2023.1122201] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Accepted: 01/23/2023] [Indexed: 02/05/2023] Open
Abstract
To identify novel solutions to improve rice yield under rising temperatures, molecular components of thermotolerance must be better understood. Alternative splicing (AS) is a major post-transcriptional mechanism impacting plant tolerance against stresses, including heat stress (HS). AS is largely regulated by splicing factors (SFs) and recent studies have shown their involvement in temperature response. However, little is known about the splicing networks between SFs and AS transcripts in the HS response. To expand this knowledge, we constructed a co-expression network based on a publicly available RNA-seq dataset that explored rice basal thermotolerance over a time-course. Our analyses suggest that the HS-dependent control of the abundance of specific transcripts coding for SFs might explain the widespread, coordinated, complex, and delicate AS regulation of critical genes during a plant's inherent response to extreme temperatures. AS changes in these critical genes might affect many aspects of plant biology, from organellar functions to cell death, providing relevant regulatory candidates for future functional studies of basal thermotolerance.
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Affiliation(s)
- Hadrien Georges Boulanger
- Université Paris-Saclay, Gif-sur-Yvette, France,École Nationale Supérieure d'Informatique pour l'Industrie et l’Entreprise, Evry-Courcouronnes, France,Department of Botany, Institute of Biosciences, University of São Paulo, São Paulo, Brazil
| | - Wenbin Guo
- Information and Computational Sciences, The James Hutton Institute, Dundee, United Kingdom
| | | | - Cristiane Paula Gomes Calixto
- Department of Botany, Institute of Biosciences, University of São Paulo, São Paulo, Brazil,*Correspondence: Cristiane Paula Gomes Calixto,
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