Comparative transcriptome analysis reveals novel insights into transcriptional responses to phosphorus starvation in oil palm (Elaeis guineensis) root
Phosphorus (P), in its orthophosphate form (Pi) is an essential macronutrient for oil palm early growth development in which Pi deficiency could later on be reflected in lower biomass production. Application of phosphate rock, a non-renewable resource has been the common practice to increase Pi acce...
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description | Phosphorus (P), in its orthophosphate form (Pi) is an essential macronutrient for oil palm early growth development in which Pi deficiency could later on be reflected in lower biomass production. Application of phosphate rock, a non-renewable resource has been the common practice to increase Pi accessibility and maintain crop productivity in Malaysia. However, high fixation rate of Pi in the native acidic tropical soils has led to excessive utilization of P fertilizers. This has caused serious environmental pollutions and cost increment. Even so, the Pi deficiency response mechanism in oil palm as one of the basic prerequisites for crop improvement remains largely unknown.
Using total RNA extracted from young roots as template, we performed a comparative transcriptome analysis on oil palm responding to 14d and 28d of Pi deprivation treatment and under adequate Pi supply. By using Illumina HiSeq4000 platform, RNA-Seq analysis was successfully conducted on 12 paired-end RNA-Seq libraries and generated more than 1.2 billion of clean reads in total. Transcript abundance estimated by fragments per kilobase per million fragments (FPKM) and differential expression analysis revealed 36 and 252 genes that are differentially regulated in Pi-starved roots at 14d and 28d, respectively. Genes possibly involved in regulating Pi homeostasis, nutrient uptake and transport, hormonal signaling and gene transcription were found among the differentially expressed genes.
Our results showed that the molecular response mechanism underlying Pi starvation in oil palm is complexed and involved multilevel regulation of various sensing and signaling components. This contribution would generate valuable genomic resources in the effort to develop oil palm planting materials that possess Pi-use efficient trait through molecular manipulation and breeding programs. |
doi_str_mv | 10.1186/s12863-021-00962-7 |
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Using total RNA extracted from young roots as template, we performed a comparative transcriptome analysis on oil palm responding to 14d and 28d of Pi deprivation treatment and under adequate Pi supply. By using Illumina HiSeq4000 platform, RNA-Seq analysis was successfully conducted on 12 paired-end RNA-Seq libraries and generated more than 1.2 billion of clean reads in total. Transcript abundance estimated by fragments per kilobase per million fragments (FPKM) and differential expression analysis revealed 36 and 252 genes that are differentially regulated in Pi-starved roots at 14d and 28d, respectively. Genes possibly involved in regulating Pi homeostasis, nutrient uptake and transport, hormonal signaling and gene transcription were found among the differentially expressed genes.
Our results showed that the molecular response mechanism underlying Pi starvation in oil palm is complexed and involved multilevel regulation of various sensing and signaling components. This contribution would generate valuable genomic resources in the effort to develop oil palm planting materials that possess Pi-use efficient trait through molecular manipulation and breeding programs.</description><identifier>ISSN: 2730-6844</identifier><identifier>EISSN: 2730-6844</identifier><identifier>EISSN: 1471-2156</identifier><identifier>DOI: 10.1186/s12863-021-00962-7</identifier><identifier>PMID: 33568046</identifier><language>eng</language><publisher>England: BioMed Central Ltd</publisher><subject>Acidic soils ; Analysis ; Arecaceae - genetics ; Arecaceae - metabolism ; Crop improvement ; Crop yields ; Diseases and pests ; Elaeis guineensis ; Fertilizers ; Gene expression ; Gene Expression Profiling ; Gene Expression Regulation, Plant ; Genes ; Genetic aspects ; Genetic engineering ; Genetic research ; Genetic transcription ; Growth ; Homeostasis ; International economic relations ; Nutrient uptake ; Oil palm ; Orthophosphate ; Phosphate minerals ; Phosphate rock ; Phosphate starvation response ; Phosphates ; Phosphorus ; Phosphorus - deficiency ; Physiology ; Plant Roots - genetics ; Plant Roots - metabolism ; Proteins ; Ribonucleic acid ; RNA ; RNA sequencing ; RNA-Seq ; Roots ; Scientific equipment and supplies industry ; Transcription ; Transcription factors ; Transcriptome ; Transcriptomes ; Vegetable oils</subject><ispartof>BMC genetics, 2021-02, Vol.22 (1), p.6-6, Article 6</ispartof><rights>COPYRIGHT 2021 BioMed Central Ltd.</rights><rights>2021. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>The Author(s) 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c565t-ad64a94f5f9727048639bb82425e94ad46da31b9cd10e790d3c0b5e46ae00cd63</citedby><cites>FETCH-LOGICAL-c565t-ad64a94f5f9727048639bb82425e94ad46da31b9cd10e790d3c0b5e46ae00cd63</cites><orcidid>0000-0002-3611-6094</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/PMC7863428/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7863428/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,27901,27902,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33568046$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Kong, Sze-Ling</creatorcontrib><creatorcontrib>Abdullah, Siti Nor Akmar</creatorcontrib><creatorcontrib>Ho, Chai-Ling</creatorcontrib><creatorcontrib>Musa, Mohamed Hanafi Bin</creatorcontrib><creatorcontrib>Yeap, Wan-Chin</creatorcontrib><title>Comparative transcriptome analysis reveals novel insights into transcriptional responses to phosphorus starvation in oil palm (Elaeis guineensis) root</title><title>BMC genetics</title><addtitle>BMC Genom Data</addtitle><description>Phosphorus (P), in its orthophosphate form (Pi) is an essential macronutrient for oil palm early growth development in which Pi deficiency could later on be reflected in lower biomass production. Application of phosphate rock, a non-renewable resource has been the common practice to increase Pi accessibility and maintain crop productivity in Malaysia. However, high fixation rate of Pi in the native acidic tropical soils has led to excessive utilization of P fertilizers. This has caused serious environmental pollutions and cost increment. Even so, the Pi deficiency response mechanism in oil palm as one of the basic prerequisites for crop improvement remains largely unknown.
Using total RNA extracted from young roots as template, we performed a comparative transcriptome analysis on oil palm responding to 14d and 28d of Pi deprivation treatment and under adequate Pi supply. By using Illumina HiSeq4000 platform, RNA-Seq analysis was successfully conducted on 12 paired-end RNA-Seq libraries and generated more than 1.2 billion of clean reads in total. Transcript abundance estimated by fragments per kilobase per million fragments (FPKM) and differential expression analysis revealed 36 and 252 genes that are differentially regulated in Pi-starved roots at 14d and 28d, respectively. Genes possibly involved in regulating Pi homeostasis, nutrient uptake and transport, hormonal signaling and gene transcription were found among the differentially expressed genes.
Our results showed that the molecular response mechanism underlying Pi starvation in oil palm is complexed and involved multilevel regulation of various sensing and signaling components. This contribution would generate valuable genomic resources in the effort to develop oil palm planting materials that possess Pi-use efficient trait through molecular manipulation and breeding programs.</description><subject>Acidic soils</subject><subject>Analysis</subject><subject>Arecaceae - genetics</subject><subject>Arecaceae - metabolism</subject><subject>Crop improvement</subject><subject>Crop yields</subject><subject>Diseases and pests</subject><subject>Elaeis guineensis</subject><subject>Fertilizers</subject><subject>Gene expression</subject><subject>Gene Expression Profiling</subject><subject>Gene Expression Regulation, Plant</subject><subject>Genes</subject><subject>Genetic aspects</subject><subject>Genetic engineering</subject><subject>Genetic research</subject><subject>Genetic transcription</subject><subject>Growth</subject><subject>Homeostasis</subject><subject>International economic relations</subject><subject>Nutrient uptake</subject><subject>Oil palm</subject><subject>Orthophosphate</subject><subject>Phosphate minerals</subject><subject>Phosphate rock</subject><subject>Phosphate starvation response</subject><subject>Phosphates</subject><subject>Phosphorus</subject><subject>Phosphorus - deficiency</subject><subject>Physiology</subject><subject>Plant Roots - genetics</subject><subject>Plant Roots - metabolism</subject><subject>Proteins</subject><subject>Ribonucleic acid</subject><subject>RNA</subject><subject>RNA sequencing</subject><subject>RNA-Seq</subject><subject>Roots</subject><subject>Scientific equipment and supplies industry</subject><subject>Transcription</subject><subject>Transcription factors</subject><subject>Transcriptome</subject><subject>Transcriptomes</subject><subject>Vegetable oils</subject><issn>2730-6844</issn><issn>2730-6844</issn><issn>1471-2156</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>BENPR</sourceid><recordid>eNqNks9q3DAQxk1paUKaF-ihCHpJDk4lWZatSyEsaRsIBPrvKrT2eFfBtlyNvCQv0uftbDcNu6WHIoQG6fd9g4Yvy14LfiFErd-hkLUuci5FzrnRMq-eZceyKniua6We79VH2SniHedclqKQJX-ZHRVFqWuu9HH2cxGGyUWX_AZYim7EJvophQGYG13_gB5ZhA24HtkYNtAzP6JfrRNSkcKexAfiicUpjAjI6HFaB6QdZ2SYXNy4LUQ6FnzPJtcP7Oyqd0AtVrMfAcgZz1kMIb3KXnTUEk4fz5Ps24err4tP-c3tx-vF5U3elLpMuWu1ckZ1ZWcqWXFFEzHLZS2VLMEo1yrdukIsTdMKDpXhbdHwZQlKO-C8aXVxkr3f-U7zcoC2gZE-1Nsp-sHFBxuct4cvo1_bVdjYilopWZPB2aNBDD9mwGQHjw30vRshzGilquuyFrw0hL79C70Lc6ShbSnDjVFK71Er14P1Yxeob7M1tZdVbQottFZEXfyDotXC4JswQufp_kBwfiAgJsF9WrkZ0V5_-fz_7O33Q1bu2CYGxAjd0-wEt9ug2l1QLQXV_g6qrUj0Zn_qT5I_sSx-ATGt5Xk</recordid><startdate>20210205</startdate><enddate>20210205</enddate><creator>Kong, Sze-Ling</creator><creator>Abdullah, Siti Nor Akmar</creator><creator>Ho, Chai-Ling</creator><creator>Musa, Mohamed Hanafi Bin</creator><creator>Yeap, Wan-Chin</creator><general>BioMed Central Ltd</general><general>BioMed Central</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>IOV</scope><scope>ISR</scope><scope>3V.</scope><scope>7QP</scope><scope>7QR</scope><scope>7TK</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M7P</scope><scope>P64</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-3611-6094</orcidid></search><sort><creationdate>20210205</creationdate><title>Comparative transcriptome analysis reveals novel insights into transcriptional responses to phosphorus starvation in oil palm (Elaeis guineensis) root</title><author>Kong, Sze-Ling ; Abdullah, Siti Nor Akmar ; Ho, Chai-Ling ; Musa, Mohamed Hanafi Bin ; Yeap, Wan-Chin</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c565t-ad64a94f5f9727048639bb82425e94ad46da31b9cd10e790d3c0b5e46ae00cd63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Acidic soils</topic><topic>Analysis</topic><topic>Arecaceae - genetics</topic><topic>Arecaceae - metabolism</topic><topic>Crop improvement</topic><topic>Crop yields</topic><topic>Diseases and pests</topic><topic>Elaeis guineensis</topic><topic>Fertilizers</topic><topic>Gene expression</topic><topic>Gene Expression Profiling</topic><topic>Gene Expression Regulation, Plant</topic><topic>Genes</topic><topic>Genetic aspects</topic><topic>Genetic engineering</topic><topic>Genetic research</topic><topic>Genetic transcription</topic><topic>Growth</topic><topic>Homeostasis</topic><topic>International economic relations</topic><topic>Nutrient uptake</topic><topic>Oil palm</topic><topic>Orthophosphate</topic><topic>Phosphate minerals</topic><topic>Phosphate rock</topic><topic>Phosphate starvation response</topic><topic>Phosphates</topic><topic>Phosphorus</topic><topic>Phosphorus - deficiency</topic><topic>Physiology</topic><topic>Plant Roots - genetics</topic><topic>Plant Roots - metabolism</topic><topic>Proteins</topic><topic>Ribonucleic acid</topic><topic>RNA</topic><topic>RNA sequencing</topic><topic>RNA-Seq</topic><topic>Roots</topic><topic>Scientific equipment and supplies industry</topic><topic>Transcription</topic><topic>Transcription factors</topic><topic>Transcriptome</topic><topic>Transcriptomes</topic><topic>Vegetable oils</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kong, Sze-Ling</creatorcontrib><creatorcontrib>Abdullah, Siti Nor Akmar</creatorcontrib><creatorcontrib>Ho, Chai-Ling</creatorcontrib><creatorcontrib>Musa, Mohamed Hanafi Bin</creatorcontrib><creatorcontrib>Yeap, Wan-Chin</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Opposing Viewpoints in Context (Gale)</collection><collection>Gale In Context: Science</collection><collection>ProQuest Central (Corporate)</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Chemoreception Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Biological Science Database</collection><collection>Biotechnology and BioEngineering Abstracts</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>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>BMC genetics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kong, Sze-Ling</au><au>Abdullah, Siti Nor Akmar</au><au>Ho, Chai-Ling</au><au>Musa, Mohamed Hanafi Bin</au><au>Yeap, Wan-Chin</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Comparative transcriptome analysis reveals novel insights into transcriptional responses to phosphorus starvation in oil palm (Elaeis guineensis) root</atitle><jtitle>BMC genetics</jtitle><addtitle>BMC Genom Data</addtitle><date>2021-02-05</date><risdate>2021</risdate><volume>22</volume><issue>1</issue><spage>6</spage><epage>6</epage><pages>6-6</pages><artnum>6</artnum><issn>2730-6844</issn><eissn>2730-6844</eissn><eissn>1471-2156</eissn><abstract>Phosphorus (P), in its orthophosphate form (Pi) is an essential macronutrient for oil palm early growth development in which Pi deficiency could later on be reflected in lower biomass production. Application of phosphate rock, a non-renewable resource has been the common practice to increase Pi accessibility and maintain crop productivity in Malaysia. However, high fixation rate of Pi in the native acidic tropical soils has led to excessive utilization of P fertilizers. This has caused serious environmental pollutions and cost increment. Even so, the Pi deficiency response mechanism in oil palm as one of the basic prerequisites for crop improvement remains largely unknown.
Using total RNA extracted from young roots as template, we performed a comparative transcriptome analysis on oil palm responding to 14d and 28d of Pi deprivation treatment and under adequate Pi supply. By using Illumina HiSeq4000 platform, RNA-Seq analysis was successfully conducted on 12 paired-end RNA-Seq libraries and generated more than 1.2 billion of clean reads in total. Transcript abundance estimated by fragments per kilobase per million fragments (FPKM) and differential expression analysis revealed 36 and 252 genes that are differentially regulated in Pi-starved roots at 14d and 28d, respectively. Genes possibly involved in regulating Pi homeostasis, nutrient uptake and transport, hormonal signaling and gene transcription were found among the differentially expressed genes.
Our results showed that the molecular response mechanism underlying Pi starvation in oil palm is complexed and involved multilevel regulation of various sensing and signaling components. This contribution would generate valuable genomic resources in the effort to develop oil palm planting materials that possess Pi-use efficient trait through molecular manipulation and breeding programs.</abstract><cop>England</cop><pub>BioMed Central Ltd</pub><pmid>33568046</pmid><doi>10.1186/s12863-021-00962-7</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0002-3611-6094</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Acidic soils Analysis Arecaceae - genetics Arecaceae - metabolism Crop improvement Crop yields Diseases and pests Elaeis guineensis Fertilizers Gene expression Gene Expression Profiling Gene Expression Regulation, Plant Genes Genetic aspects Genetic engineering Genetic research Genetic transcription Growth Homeostasis International economic relations Nutrient uptake Oil palm Orthophosphate Phosphate minerals Phosphate rock Phosphate starvation response Phosphates Phosphorus Phosphorus - deficiency Physiology Plant Roots - genetics Plant Roots - metabolism Proteins Ribonucleic acid RNA RNA sequencing RNA-Seq Roots Scientific equipment and supplies industry Transcription Transcription factors Transcriptome Transcriptomes Vegetable oils |
title | Comparative transcriptome analysis reveals novel insights into transcriptional responses to phosphorus starvation in oil palm (Elaeis guineensis) root |
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