Cross-Talk between Transcriptome Analysis and Physiological Characterization Identifies the Genes in Response to the Low Phosphorus Stress in Malus mandshurica
Phosphorus (Pi) is a macronutrient essential for plant growth, development, and reproduction. However, there is not an efficient available amount of Pi that can be absorbed by plants in the soil. Previously, an elite line, MSDZ 109, selected from , was justified for its excellent tolerance to low ph...
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description | Phosphorus (Pi) is a macronutrient essential for plant growth, development, and reproduction. However, there is not an efficient available amount of Pi that can be absorbed by plants in the soil. Previously, an elite line, MSDZ 109, selected from
, was justified for its excellent tolerance to low phosphorus (low-Pi) stress. To date, however, the genes involved in low-Pi stress tolerance have not yet been unraveled in this species. Currently, the physiological responses of this line for different days to low-Pi stress were characterized, and their roots as well as leaves were used to carry out transcriptome analysis, so as to illuminate the potential molecular pathways and identify the genes involved in low-Pi stress-response. After exposure to low-Pi treatment (32 µmol/L KH
PO
) for 20 day after treatment (DAF) the biomass of shoots was significantly reduced in comparison with that of the stress-free (control), and root architecture diversely changed. For example, the root growth parameters e.g., length, surface area, and total volume somewhat increase in comparison with those of the control. The activity of acid phosphatase (ACP) increased with the low-Pi treatment, whereas the photosynthetic rate and biomass were declining. The activity of antioxidant enzymes, e.g., superoxide dismutase (SOD), peroxidase (POD), and catalase (CAT), were substantially elevated in response to low-Pi treatment. Many enzyme-related candidate genes e.g.,
,
and
were up-regulated to low-Pi treatment. Furthermore, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis indicated that the processes of photosynthesis, plant hormone signal transduction, and MAPK signaling pathway were affected in the low-Pi response. In combination with the physiological characterization, several low-Pi-responsive genes, e.g., PHT, PHO, were identified, and the genes implicated in Pi uptake and transport, such as
,
,
, etc., were also obtained since their expression status varied among the exposure times, which probably notifies the candidates involved in low-Pi-responsive tolerance in this line. Interestingly, low-Pi treatment activated the expression of transcription factors including the WRKY family, MYB family, etc. The available evidences will facilitate a better understanding of the roles of this line underlying the high tolerance to low-Pi stress. Additionally, the accessible data are helpful for the use of the apple rootstock
under low-Pi stress. |
doi_str_mv | 10.3390/ijms23094896 |
format | Article |
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, was justified for its excellent tolerance to low phosphorus (low-Pi) stress. To date, however, the genes involved in low-Pi stress tolerance have not yet been unraveled in this species. Currently, the physiological responses of this line for different days to low-Pi stress were characterized, and their roots as well as leaves were used to carry out transcriptome analysis, so as to illuminate the potential molecular pathways and identify the genes involved in low-Pi stress-response. After exposure to low-Pi treatment (32 µmol/L KH
PO
) for 20 day after treatment (DAF) the biomass of shoots was significantly reduced in comparison with that of the stress-free (control), and root architecture diversely changed. For example, the root growth parameters e.g., length, surface area, and total volume somewhat increase in comparison with those of the control. The activity of acid phosphatase (ACP) increased with the low-Pi treatment, whereas the photosynthetic rate and biomass were declining. The activity of antioxidant enzymes, e.g., superoxide dismutase (SOD), peroxidase (POD), and catalase (CAT), were substantially elevated in response to low-Pi treatment. Many enzyme-related candidate genes e.g.,
,
and
were up-regulated to low-Pi treatment. Furthermore, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis indicated that the processes of photosynthesis, plant hormone signal transduction, and MAPK signaling pathway were affected in the low-Pi response. In combination with the physiological characterization, several low-Pi-responsive genes, e.g., PHT, PHO, were identified, and the genes implicated in Pi uptake and transport, such as
,
,
, etc., were also obtained since their expression status varied among the exposure times, which probably notifies the candidates involved in low-Pi-responsive tolerance in this line. Interestingly, low-Pi treatment activated the expression of transcription factors including the WRKY family, MYB family, etc. The available evidences will facilitate a better understanding of the roles of this line underlying the high tolerance to low-Pi stress. Additionally, the accessible data are helpful for the use of the apple rootstock
under low-Pi stress.</description><identifier>ISSN: 1422-0067</identifier><identifier>ISSN: 1661-6596</identifier><identifier>EISSN: 1422-0067</identifier><identifier>DOI: 10.3390/ijms23094896</identifier><identifier>PMID: 35563283</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>Acid phosphatase ; Antioxidants ; Apples ; Biomass ; Catalase ; Encyclopedias ; Gene expression ; Gene Expression Profiling ; Gene Expression Regulation, Plant ; Genes ; Genes, Plant ; Genomes ; Germplasm ; Malus - genetics ; Malus mandshurica ; MAP kinase ; Morphology ; Peroxidase ; Phosphorus ; Phosphorus - metabolism ; Photosynthesis ; Physiological responses ; Physiology ; Plant Roots - genetics ; Plant Roots - metabolism ; Potassium phosphate ; Potassium phosphates ; Signal processing ; Signal transduction ; Stress, Physiological - genetics ; Superoxide dismutase ; Transcription factors ; Transcriptome ; Transcriptomes</subject><ispartof>International journal of molecular sciences, 2022-04, Vol.23 (9), p.4896</ispartof><rights>2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2022 by the authors. 2022</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c2576-937ffa62596510ebec117dc11f1c8867033fc73da0358a794adf1af282a70f903</citedby><cites>FETCH-LOGICAL-c2576-937ffa62596510ebec117dc11f1c8867033fc73da0358a794adf1af282a70f903</cites><orcidid>0000-0003-2954-2439 ; 0000-0003-1879-485X ; 0000-0002-6452-4917</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC9105917/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC9105917/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,724,777,781,882,27905,27906,53772,53774</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35563283$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Zhao, Hong</creatorcontrib><creatorcontrib>Wu, Yawei</creatorcontrib><creatorcontrib>Shen, Luonan</creatorcontrib><creatorcontrib>Hou, Qiandong</creatorcontrib><creatorcontrib>Wu, Rongju</creatorcontrib><creatorcontrib>Li, Zhengchun</creatorcontrib><creatorcontrib>Deng, Lin</creatorcontrib><creatorcontrib>Wen, Xiaopeng</creatorcontrib><title>Cross-Talk between Transcriptome Analysis and Physiological Characterization Identifies the Genes in Response to the Low Phosphorus Stress in Malus mandshurica</title><title>International journal of molecular sciences</title><addtitle>Int J Mol Sci</addtitle><description>Phosphorus (Pi) is a macronutrient essential for plant growth, development, and reproduction. However, there is not an efficient available amount of Pi that can be absorbed by plants in the soil. Previously, an elite line, MSDZ 109, selected from
, was justified for its excellent tolerance to low phosphorus (low-Pi) stress. To date, however, the genes involved in low-Pi stress tolerance have not yet been unraveled in this species. Currently, the physiological responses of this line for different days to low-Pi stress were characterized, and their roots as well as leaves were used to carry out transcriptome analysis, so as to illuminate the potential molecular pathways and identify the genes involved in low-Pi stress-response. After exposure to low-Pi treatment (32 µmol/L KH
PO
) for 20 day after treatment (DAF) the biomass of shoots was significantly reduced in comparison with that of the stress-free (control), and root architecture diversely changed. For example, the root growth parameters e.g., length, surface area, and total volume somewhat increase in comparison with those of the control. The activity of acid phosphatase (ACP) increased with the low-Pi treatment, whereas the photosynthetic rate and biomass were declining. The activity of antioxidant enzymes, e.g., superoxide dismutase (SOD), peroxidase (POD), and catalase (CAT), were substantially elevated in response to low-Pi treatment. Many enzyme-related candidate genes e.g.,
,
and
were up-regulated to low-Pi treatment. Furthermore, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis indicated that the processes of photosynthesis, plant hormone signal transduction, and MAPK signaling pathway were affected in the low-Pi response. In combination with the physiological characterization, several low-Pi-responsive genes, e.g., PHT, PHO, were identified, and the genes implicated in Pi uptake and transport, such as
,
,
, etc., were also obtained since their expression status varied among the exposure times, which probably notifies the candidates involved in low-Pi-responsive tolerance in this line. Interestingly, low-Pi treatment activated the expression of transcription factors including the WRKY family, MYB family, etc. The available evidences will facilitate a better understanding of the roles of this line underlying the high tolerance to low-Pi stress. Additionally, the accessible data are helpful for the use of the apple rootstock
under low-Pi stress.</description><subject>Acid phosphatase</subject><subject>Antioxidants</subject><subject>Apples</subject><subject>Biomass</subject><subject>Catalase</subject><subject>Encyclopedias</subject><subject>Gene expression</subject><subject>Gene Expression Profiling</subject><subject>Gene Expression Regulation, Plant</subject><subject>Genes</subject><subject>Genes, Plant</subject><subject>Genomes</subject><subject>Germplasm</subject><subject>Malus - genetics</subject><subject>Malus mandshurica</subject><subject>MAP kinase</subject><subject>Morphology</subject><subject>Peroxidase</subject><subject>Phosphorus</subject><subject>Phosphorus - metabolism</subject><subject>Photosynthesis</subject><subject>Physiological responses</subject><subject>Physiology</subject><subject>Plant Roots - genetics</subject><subject>Plant Roots - metabolism</subject><subject>Potassium phosphate</subject><subject>Potassium phosphates</subject><subject>Signal processing</subject><subject>Signal transduction</subject><subject>Stress, Physiological - genetics</subject><subject>Superoxide dismutase</subject><subject>Transcription factors</subject><subject>Transcriptome</subject><subject>Transcriptomes</subject><issn>1422-0067</issn><issn>1661-6596</issn><issn>1422-0067</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>8G5</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><sourceid>GUQSH</sourceid><sourceid>M2O</sourceid><recordid>eNpdkU9v1DAQxS0EomXhxhlZ4sKBgP9s4viCVK2grbQIBMs5mnXGjZfETu2EqnwZvmrdbakWLvZY89ObeX6EvOTsnZSavXe7IQnJ9LLW1SNyzJdCFIxV6vFBfUSepbRjTEhR6qfkSJZlJUUtj8mfVQwpFRvof9ItTleInm4i-GSiG6cwID3x0F8nlyj4ln7tchn6cOEM9HTVQQQzYXS_YXLB0_MW_eSsw0SnDukp-lw5T79hGoNPSKewb6zDVZYKaexCnBP9PkVMe_Az9Pk95FGpm2Me8pw8sdAnfHF_L8iPTx83q7Ni_eX0fHWyLowoVVVoqayFKrurSs5wi4Zz1ebDclPXlWJSWqNkC0yWNSi9hNZysKIWoJjVTC7Ihzvdcd4O2JrsI0LfjNENEK-bAK75t-Nd11yEX43mrNRcZYE39wIxXM6YpmZwyWDfg8cwp0ZU1bJmOSSd0df_obswx_zNe0oypcuc1IK8vaPMbUIR7cMynDW3yTeHyWf81aGBB_hv1PIGFnGtvQ</recordid><startdate>20220428</startdate><enddate>20220428</enddate><creator>Zhao, Hong</creator><creator>Wu, Yawei</creator><creator>Shen, Luonan</creator><creator>Hou, Qiandong</creator><creator>Wu, Rongju</creator><creator>Li, Zhengchun</creator><creator>Deng, Lin</creator><creator>Wen, Xiaopeng</creator><general>MDPI AG</general><general>MDPI</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>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>M2O</scope><scope>MBDVC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-2954-2439</orcidid><orcidid>https://orcid.org/0000-0003-1879-485X</orcidid><orcidid>https://orcid.org/0000-0002-6452-4917</orcidid></search><sort><creationdate>20220428</creationdate><title>Cross-Talk between Transcriptome Analysis and Physiological Characterization Identifies the Genes in Response to the Low Phosphorus Stress in Malus mandshurica</title><author>Zhao, Hong ; Wu, Yawei ; Shen, Luonan ; Hou, Qiandong ; Wu, Rongju ; Li, Zhengchun ; Deng, Lin ; Wen, Xiaopeng</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c2576-937ffa62596510ebec117dc11f1c8867033fc73da0358a794adf1af282a70f903</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Acid phosphatase</topic><topic>Antioxidants</topic><topic>Apples</topic><topic>Biomass</topic><topic>Catalase</topic><topic>Encyclopedias</topic><topic>Gene expression</topic><topic>Gene Expression Profiling</topic><topic>Gene Expression Regulation, Plant</topic><topic>Genes</topic><topic>Genes, Plant</topic><topic>Genomes</topic><topic>Germplasm</topic><topic>Malus - genetics</topic><topic>Malus mandshurica</topic><topic>MAP kinase</topic><topic>Morphology</topic><topic>Peroxidase</topic><topic>Phosphorus</topic><topic>Phosphorus - metabolism</topic><topic>Photosynthesis</topic><topic>Physiological responses</topic><topic>Physiology</topic><topic>Plant Roots - genetics</topic><topic>Plant Roots - metabolism</topic><topic>Potassium phosphate</topic><topic>Potassium phosphates</topic><topic>Signal processing</topic><topic>Signal transduction</topic><topic>Stress, Physiological - genetics</topic><topic>Superoxide dismutase</topic><topic>Transcription factors</topic><topic>Transcriptome</topic><topic>Transcriptomes</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zhao, Hong</creatorcontrib><creatorcontrib>Wu, Yawei</creatorcontrib><creatorcontrib>Shen, Luonan</creatorcontrib><creatorcontrib>Hou, Qiandong</creatorcontrib><creatorcontrib>Wu, Rongju</creatorcontrib><creatorcontrib>Li, Zhengchun</creatorcontrib><creatorcontrib>Deng, Lin</creatorcontrib><creatorcontrib>Wen, Xiaopeng</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Research Library (Alumni Edition)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>Research Library Prep</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Research Library</collection><collection>Research Library (Corporate)</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>International journal of molecular sciences</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zhao, Hong</au><au>Wu, Yawei</au><au>Shen, Luonan</au><au>Hou, Qiandong</au><au>Wu, Rongju</au><au>Li, Zhengchun</au><au>Deng, Lin</au><au>Wen, Xiaopeng</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Cross-Talk between Transcriptome Analysis and Physiological Characterization Identifies the Genes in Response to the Low Phosphorus Stress in Malus mandshurica</atitle><jtitle>International journal of molecular sciences</jtitle><addtitle>Int J Mol Sci</addtitle><date>2022-04-28</date><risdate>2022</risdate><volume>23</volume><issue>9</issue><spage>4896</spage><pages>4896-</pages><issn>1422-0067</issn><issn>1661-6596</issn><eissn>1422-0067</eissn><abstract>Phosphorus (Pi) is a macronutrient essential for plant growth, development, and reproduction. However, there is not an efficient available amount of Pi that can be absorbed by plants in the soil. Previously, an elite line, MSDZ 109, selected from
, was justified for its excellent tolerance to low phosphorus (low-Pi) stress. To date, however, the genes involved in low-Pi stress tolerance have not yet been unraveled in this species. Currently, the physiological responses of this line for different days to low-Pi stress were characterized, and their roots as well as leaves were used to carry out transcriptome analysis, so as to illuminate the potential molecular pathways and identify the genes involved in low-Pi stress-response. After exposure to low-Pi treatment (32 µmol/L KH
PO
) for 20 day after treatment (DAF) the biomass of shoots was significantly reduced in comparison with that of the stress-free (control), and root architecture diversely changed. For example, the root growth parameters e.g., length, surface area, and total volume somewhat increase in comparison with those of the control. The activity of acid phosphatase (ACP) increased with the low-Pi treatment, whereas the photosynthetic rate and biomass were declining. The activity of antioxidant enzymes, e.g., superoxide dismutase (SOD), peroxidase (POD), and catalase (CAT), were substantially elevated in response to low-Pi treatment. Many enzyme-related candidate genes e.g.,
,
and
were up-regulated to low-Pi treatment. Furthermore, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis indicated that the processes of photosynthesis, plant hormone signal transduction, and MAPK signaling pathway were affected in the low-Pi response. In combination with the physiological characterization, several low-Pi-responsive genes, e.g., PHT, PHO, were identified, and the genes implicated in Pi uptake and transport, such as
,
,
, etc., were also obtained since their expression status varied among the exposure times, which probably notifies the candidates involved in low-Pi-responsive tolerance in this line. Interestingly, low-Pi treatment activated the expression of transcription factors including the WRKY family, MYB family, etc. The available evidences will facilitate a better understanding of the roles of this line underlying the high tolerance to low-Pi stress. Additionally, the accessible data are helpful for the use of the apple rootstock
under low-Pi stress.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>35563283</pmid><doi>10.3390/ijms23094896</doi><orcidid>https://orcid.org/0000-0003-2954-2439</orcidid><orcidid>https://orcid.org/0000-0003-1879-485X</orcidid><orcidid>https://orcid.org/0000-0002-6452-4917</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Acid phosphatase Antioxidants Apples Biomass Catalase Encyclopedias Gene expression Gene Expression Profiling Gene Expression Regulation, Plant Genes Genes, Plant Genomes Germplasm Malus - genetics Malus mandshurica MAP kinase Morphology Peroxidase Phosphorus Phosphorus - metabolism Photosynthesis Physiological responses Physiology Plant Roots - genetics Plant Roots - metabolism Potassium phosphate Potassium phosphates Signal processing Signal transduction Stress, Physiological - genetics Superoxide dismutase Transcription factors Transcriptome Transcriptomes |
title | Cross-Talk between Transcriptome Analysis and Physiological Characterization Identifies the Genes in Response to the Low Phosphorus Stress in Malus mandshurica |
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