Transcriptome dynamics of rice in natura: Response of above and below ground organs to microclimate
The long‐term dynamics of the transcriptome under natural field conditions remain unclear. We conducted comprehensive gene expression analyses of rice leaves and roots grown under natural field conditions for a long period, from the tillering stage to the ripening stage. In this experiment, changes...
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Veröffentlicht in: | Plant, cell and environment cell and environment, 2023-04, Vol.46 (4), p.1176-1194 |
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description | The long‐term dynamics of the transcriptome under natural field conditions remain unclear. We conducted comprehensive gene expression analyses of rice leaves and roots grown under natural field conditions for a long period, from the tillering stage to the ripening stage. In this experiment, changes in the transcriptome were captured in relation to microclimatic parameters, particularly potential evaporation (Ep), which is a multiple meteorological factor and acts as an indicator of transpirational demand. The results indicated that many genes were regulated by changes in temperature and Ep in both leaves and roots. Furthermore, the correlation between gene expression and meteorological factors differed significantly between the vegetative and reproductive stages. Since Ep triggers transpiration, we analyzed aquaporin gene expression, which is responsible for water transport, and found that many aquaporin genes in leaves were positively correlated with Ep throughout the growth period, whereas in roots, two plasma membrane intrinsic aquaporins, PIP2;4 and PIP2;5 were strongly correlated with Ep during reproductive growth. Other genes closely related to productivity, such as those involved in nutrient absorption and photosynthesis, exhibited different responses to meteorological factors at different growth stages. The stage‐dependent shift in the microclimate response provides an important perspective on crop physiology in light of climate change. |
doi_str_mv | 10.1111/pce.14439 |
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We conducted comprehensive gene expression analyses of rice leaves and roots grown under natural field conditions for a long period, from the tillering stage to the ripening stage. In this experiment, changes in the transcriptome were captured in relation to microclimatic parameters, particularly potential evaporation (Ep), which is a multiple meteorological factor and acts as an indicator of transpirational demand. The results indicated that many genes were regulated by changes in temperature and Ep in both leaves and roots. Furthermore, the correlation between gene expression and meteorological factors differed significantly between the vegetative and reproductive stages. Since Ep triggers transpiration, we analyzed aquaporin gene expression, which is responsible for water transport, and found that many aquaporin genes in leaves were positively correlated with Ep throughout the growth period, whereas in roots, two plasma membrane intrinsic aquaporins, PIP2;4 and PIP2;5 were strongly correlated with Ep during reproductive growth. Other genes closely related to productivity, such as those involved in nutrient absorption and photosynthesis, exhibited different responses to meteorological factors at different growth stages. The stage‐dependent shift in the microclimate response provides an important perspective on crop physiology in light of climate change.</description><identifier>ISSN: 0140-7791</identifier><identifier>EISSN: 1365-3040</identifier><identifier>DOI: 10.1111/pce.14439</identifier><identifier>PMID: 36111882</identifier><language>eng</language><publisher>United States: Wiley Subscription Services, Inc</publisher><subject>aquaporin ; Aquaporins ; Aquaporins - metabolism ; Climate change ; Correlation ; Evaporation ; Evaporation rate ; Gene expression ; Genes ; Leaves ; Microclimate ; Oryza - physiology ; Phosphatidylinositol 4,5-diphosphate ; Photosynthesis ; Plant Leaves - metabolism ; Plant Roots - metabolism ; potential evaporation ; Rice ; Ripening ; root ; Roots ; Transcriptome ; Transcriptomes ; Transpiration ; Water - metabolism ; Water transport</subject><ispartof>Plant, cell and environment, 2023-04, Vol.46 (4), p.1176-1194</ispartof><rights>2022 John Wiley & Sons Ltd.</rights><rights>2023 John Wiley & Sons Ltd.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4199-db3dc4f0dc55acf76606f197d29269fe2f057c7a262897137c668e9e184adbf83</citedby><cites>FETCH-LOGICAL-c4199-db3dc4f0dc55acf76606f197d29269fe2f057c7a262897137c668e9e184adbf83</cites><orcidid>0000-0002-0257-1937 ; 0000-0001-7891-5049 ; 0000-0002-1330-0219 ; 0000-0001-6129-2308 ; 0000-0002-0239-2525</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1111%2Fpce.14439$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1111%2Fpce.14439$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,780,784,1417,27924,27925,45574,45575</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36111882$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Matsunami, Maya</creatorcontrib><creatorcontrib>Murai‐Hatano, Mari</creatorcontrib><creatorcontrib>Kuwagata, Tsuneo</creatorcontrib><creatorcontrib>Matsushima, Uzuki</creatorcontrib><creatorcontrib>Hashida, Yoichi</creatorcontrib><creatorcontrib>Tominaga, Yoko</creatorcontrib><creatorcontrib>Masuya, Yusuke</creatorcontrib><creatorcontrib>Nagano, Atsushi J.</creatorcontrib><title>Transcriptome dynamics of rice in natura: Response of above and below ground organs to microclimate</title><title>Plant, cell and environment</title><addtitle>Plant Cell Environ</addtitle><description>The long‐term dynamics of the transcriptome under natural field conditions remain unclear. We conducted comprehensive gene expression analyses of rice leaves and roots grown under natural field conditions for a long period, from the tillering stage to the ripening stage. In this experiment, changes in the transcriptome were captured in relation to microclimatic parameters, particularly potential evaporation (Ep), which is a multiple meteorological factor and acts as an indicator of transpirational demand. The results indicated that many genes were regulated by changes in temperature and Ep in both leaves and roots. Furthermore, the correlation between gene expression and meteorological factors differed significantly between the vegetative and reproductive stages. Since Ep triggers transpiration, we analyzed aquaporin gene expression, which is responsible for water transport, and found that many aquaporin genes in leaves were positively correlated with Ep throughout the growth period, whereas in roots, two plasma membrane intrinsic aquaporins, PIP2;4 and PIP2;5 were strongly correlated with Ep during reproductive growth. Other genes closely related to productivity, such as those involved in nutrient absorption and photosynthesis, exhibited different responses to meteorological factors at different growth stages. The stage‐dependent shift in the microclimate response provides an important perspective on crop physiology in light of climate change.</description><subject>aquaporin</subject><subject>Aquaporins</subject><subject>Aquaporins - metabolism</subject><subject>Climate change</subject><subject>Correlation</subject><subject>Evaporation</subject><subject>Evaporation rate</subject><subject>Gene expression</subject><subject>Genes</subject><subject>Leaves</subject><subject>Microclimate</subject><subject>Oryza - physiology</subject><subject>Phosphatidylinositol 4,5-diphosphate</subject><subject>Photosynthesis</subject><subject>Plant Leaves - metabolism</subject><subject>Plant Roots - metabolism</subject><subject>potential evaporation</subject><subject>Rice</subject><subject>Ripening</subject><subject>root</subject><subject>Roots</subject><subject>Transcriptome</subject><subject>Transcriptomes</subject><subject>Transpiration</subject><subject>Water - metabolism</subject><subject>Water transport</subject><issn>0140-7791</issn><issn>1365-3040</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp1kF1LwzAUhoMobk4v_AMS8MqLbknTJo13MuYHDBSZ1yHNx-jompq0jv17Mzu9MzeHJM95zuEF4BqjKY5n1iozxVlG-AkYY0LzhKAMnYIxwhlKGON4BC5C2CAUHxg_ByNCY1tRpGOgVl42Qfmq7dzWQL1v5LZSAToLfaUMrBrYyK738h6-m9C6JpjDnyzdl4Gy0bA0tdvBtXd9vDi_jjbYORgl3qm62srOXIIzK-tgro51Aj4eF6v5c7J8fXqZPywTlWHOE10SrTKLtMpzqSyjFFGLOdMpTym3JrUoZ4rJlKYFZ5gwRWlhuMFFJnVpCzIBt4O39e6zN6ETG9f7Jo4UKSvyyBGWRepuoOKCIXhjRevjmn4vMBKHOEWMU_zEGdmbo7Evt0b_kb_5RWA2ALuqNvv_TeJtvhiU37KDfwA</recordid><startdate>202304</startdate><enddate>202304</enddate><creator>Matsunami, Maya</creator><creator>Murai‐Hatano, Mari</creator><creator>Kuwagata, Tsuneo</creator><creator>Matsushima, Uzuki</creator><creator>Hashida, Yoichi</creator><creator>Tominaga, Yoko</creator><creator>Masuya, Yusuke</creator><creator>Nagano, Atsushi J.</creator><general>Wiley Subscription Services, Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QP</scope><scope>7ST</scope><scope>C1K</scope><scope>SOI</scope><orcidid>https://orcid.org/0000-0002-0257-1937</orcidid><orcidid>https://orcid.org/0000-0001-7891-5049</orcidid><orcidid>https://orcid.org/0000-0002-1330-0219</orcidid><orcidid>https://orcid.org/0000-0001-6129-2308</orcidid><orcidid>https://orcid.org/0000-0002-0239-2525</orcidid></search><sort><creationdate>202304</creationdate><title>Transcriptome dynamics of rice in natura: Response of above and below ground organs to microclimate</title><author>Matsunami, Maya ; Murai‐Hatano, Mari ; Kuwagata, Tsuneo ; Matsushima, Uzuki ; Hashida, Yoichi ; Tominaga, Yoko ; Masuya, Yusuke ; Nagano, Atsushi J.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4199-db3dc4f0dc55acf76606f197d29269fe2f057c7a262897137c668e9e184adbf83</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>aquaporin</topic><topic>Aquaporins</topic><topic>Aquaporins - metabolism</topic><topic>Climate change</topic><topic>Correlation</topic><topic>Evaporation</topic><topic>Evaporation rate</topic><topic>Gene expression</topic><topic>Genes</topic><topic>Leaves</topic><topic>Microclimate</topic><topic>Oryza - physiology</topic><topic>Phosphatidylinositol 4,5-diphosphate</topic><topic>Photosynthesis</topic><topic>Plant Leaves - metabolism</topic><topic>Plant Roots - metabolism</topic><topic>potential evaporation</topic><topic>Rice</topic><topic>Ripening</topic><topic>root</topic><topic>Roots</topic><topic>Transcriptome</topic><topic>Transcriptomes</topic><topic>Transpiration</topic><topic>Water - metabolism</topic><topic>Water transport</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Matsunami, Maya</creatorcontrib><creatorcontrib>Murai‐Hatano, Mari</creatorcontrib><creatorcontrib>Kuwagata, Tsuneo</creatorcontrib><creatorcontrib>Matsushima, Uzuki</creatorcontrib><creatorcontrib>Hashida, Yoichi</creatorcontrib><creatorcontrib>Tominaga, Yoko</creatorcontrib><creatorcontrib>Masuya, Yusuke</creatorcontrib><creatorcontrib>Nagano, Atsushi J.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Environment Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Environment Abstracts</collection><jtitle>Plant, cell and environment</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Matsunami, Maya</au><au>Murai‐Hatano, Mari</au><au>Kuwagata, Tsuneo</au><au>Matsushima, Uzuki</au><au>Hashida, Yoichi</au><au>Tominaga, Yoko</au><au>Masuya, Yusuke</au><au>Nagano, Atsushi J.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Transcriptome dynamics of rice in natura: Response of above and below ground organs to microclimate</atitle><jtitle>Plant, cell and environment</jtitle><addtitle>Plant Cell Environ</addtitle><date>2023-04</date><risdate>2023</risdate><volume>46</volume><issue>4</issue><spage>1176</spage><epage>1194</epage><pages>1176-1194</pages><issn>0140-7791</issn><eissn>1365-3040</eissn><abstract>The long‐term dynamics of the transcriptome under natural field conditions remain unclear. We conducted comprehensive gene expression analyses of rice leaves and roots grown under natural field conditions for a long period, from the tillering stage to the ripening stage. In this experiment, changes in the transcriptome were captured in relation to microclimatic parameters, particularly potential evaporation (Ep), which is a multiple meteorological factor and acts as an indicator of transpirational demand. The results indicated that many genes were regulated by changes in temperature and Ep in both leaves and roots. Furthermore, the correlation between gene expression and meteorological factors differed significantly between the vegetative and reproductive stages. Since Ep triggers transpiration, we analyzed aquaporin gene expression, which is responsible for water transport, and found that many aquaporin genes in leaves were positively correlated with Ep throughout the growth period, whereas in roots, two plasma membrane intrinsic aquaporins, PIP2;4 and PIP2;5 were strongly correlated with Ep during reproductive growth. Other genes closely related to productivity, such as those involved in nutrient absorption and photosynthesis, exhibited different responses to meteorological factors at different growth stages. The stage‐dependent shift in the microclimate response provides an important perspective on crop physiology in light of climate change.</abstract><cop>United States</cop><pub>Wiley Subscription Services, Inc</pub><pmid>36111882</pmid><doi>10.1111/pce.14439</doi><tpages>19</tpages><orcidid>https://orcid.org/0000-0002-0257-1937</orcidid><orcidid>https://orcid.org/0000-0001-7891-5049</orcidid><orcidid>https://orcid.org/0000-0002-1330-0219</orcidid><orcidid>https://orcid.org/0000-0001-6129-2308</orcidid><orcidid>https://orcid.org/0000-0002-0239-2525</orcidid></addata></record> |
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subjects | aquaporin Aquaporins Aquaporins - metabolism Climate change Correlation Evaporation Evaporation rate Gene expression Genes Leaves Microclimate Oryza - physiology Phosphatidylinositol 4,5-diphosphate Photosynthesis Plant Leaves - metabolism Plant Roots - metabolism potential evaporation Rice Ripening root Roots Transcriptome Transcriptomes Transpiration Water - metabolism Water transport |
title | Transcriptome dynamics of rice in natura: Response of above and below ground organs to microclimate |
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