The Landscape of Alternative Splicing Regulating Potassium Use Efficiency in Nicotiana tabacum

Alternative splicing (AS) occurs extensively in eukaryotes as an essential mechanism for regulating transcriptome complexity and diversity, but the AS landscape regulating potassium (K) use efficiency in plants is unclear. In this study, we performed high-throughput transcriptome sequencing of roots...

Full description

Saved in:
Bibliographic Details
Published inFrontiers in plant science Vol. 12; p. 774829
Main Authors He, Bing, Meng, Lin, Tang, Lina, Qi, Weicong, Hu, Fengqin, Lv, Yuanda, Song, Wenjing
Format Journal Article
LanguageEnglish
Published Frontiers Media S.A 08.11.2021
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Alternative splicing (AS) occurs extensively in eukaryotes as an essential mechanism for regulating transcriptome complexity and diversity, but the AS landscape regulating potassium (K) use efficiency in plants is unclear. In this study, we performed high-throughput transcriptome sequencing of roots and shoots from allopolyploid Nicotiana tabacum under K + deficiency. Preliminary physiological analysis showed that root system architecture was dramatically changed due to potassium deficiency and that IAA content was significantly reduced in root and shoot. AS analysis showed that a total of 28,179 genes exhibited 54,457 AS events, and 1,510 and 1,732 differentially alternatively spliced (DAS) events were identified in shoots and roots under low K + stress. Nevertheless, only 120 DAS events occurred in both shoots and roots, implying that most DAS events were tissue-specific. Both in shoot and the root, the proportion of DAS genes in differentially expressed (DE) genes equaled that in non-DE genes, which indicated that AS might play a unique regulatory role in response to low potassium. Gene ontology analysis further indicated that transcription regulation and AS modulation worked independently in response to low K + stress in tobacco, as their target biological processes were different. Totally 45 DAS transcription factors (TFs) were found, which were involved in 18 TF families. Five Auxin response factor (ARF) TFs were significantly DAS in root, suggesting that response to auxin was probably subject to AS regulation in the tobacco root. Our study shows that AS variation occurs extensively and has a particular regulatory mechanism under K + deficiency in tobacco. The study also links changes in root system architecture with the changes in AS of ARF TFs, which implied the functional significance of these AS events for root growth and architecture.
AbstractList Alternative splicing (AS) occurs extensively in eukaryotes as an essential mechanism for regulating transcriptome complexity and diversity, but the AS landscape regulating potassium (K) use efficiency in plants is unclear. In this study, we performed high-throughput transcriptome sequencing of roots and shoots from allopolyploid Nicotiana tabacum under K + deficiency. Preliminary physiological analysis showed that root system architecture was dramatically changed due to potassium deficiency and that IAA content was significantly reduced in root and shoot. AS analysis showed that a total of 28,179 genes exhibited 54,457 AS events, and 1,510 and 1,732 differentially alternatively spliced (DAS) events were identified in shoots and roots under low K + stress. Nevertheless, only 120 DAS events occurred in both shoots and roots, implying that most DAS events were tissue-specific. Both in shoot and the root, the proportion of DAS genes in differentially expressed (DE) genes equaled that in non-DE genes, which indicated that AS might play a unique regulatory role in response to low potassium. Gene ontology analysis further indicated that transcription regulation and AS modulation worked independently in response to low K + stress in tobacco, as their target biological processes were different. Totally 45 DAS transcription factors (TFs) were found, which were involved in 18 TF families. Five Auxin response factor (ARF) TFs were significantly DAS in root, suggesting that response to auxin was probably subject to AS regulation in the tobacco root. Our study shows that AS variation occurs extensively and has a particular regulatory mechanism under K + deficiency in tobacco. The study also links changes in root system architecture with the changes in AS of ARF TFs, which implied the functional significance of these AS events for root growth and architecture.
Alternative splicing (AS) occurs extensively in eukaryotes as an essential mechanism for regulating transcriptome complexity and diversity, but the AS landscape regulating potassium (K) use efficiency in plants is unclear. In this study, we performed high-throughput transcriptome sequencing of roots and shoots from allopolyploid Nicotiana tabacum under K+ deficiency. Preliminary physiological analysis showed that root system architecture was dramatically changed due to potassium deficiency and that IAA content was significantly reduced in root and shoot. AS analysis showed that a total of 28,179 genes exhibited 54,457 AS events, and 1,510 and 1,732 differentially alternatively spliced (DAS) events were identified in shoots and roots under low K+ stress. Nevertheless, only 120 DAS events occurred in both shoots and roots, implying that most DAS events were tissue-specific. Both in shoot and the root, the proportion of DAS genes in differentially expressed (DE) genes equaled that in non-DE genes, which indicated that AS might play a unique regulatory role in response to low potassium. Gene ontology analysis further indicated that transcription regulation and AS modulation worked independently in response to low K+ stress in tobacco, as their target biological processes were different. Totally 45 DAS transcription factors (TFs) were found, which were involved in 18 TF families. Five Auxin response factor (ARF) TFs were significantly DAS in root, suggesting that response to auxin was probably subject to AS regulation in the tobacco root. Our study shows that AS variation occurs extensively and has a particular regulatory mechanism under K+ deficiency in tobacco. The study also links changes in root system architecture with the changes in AS of ARF TFs, which implied the functional significance of these AS events for root growth and architecture.
Alternative splicing (AS) occurs extensively in eukaryotes as an essential mechanism for regulating transcriptome complexity and diversity, but the AS landscape regulating potassium (K) use efficiency in plants is unclear. In this study, we performed high-throughput transcriptome sequencing of roots and shoots from allopolyploid Nicotiana tabacum under K+ deficiency. Preliminary physiological analysis showed that root system architecture was dramatically changed due to potassium deficiency and that IAA content was significantly reduced in root and shoot. AS analysis showed that a total of 28,179 genes exhibited 54,457 AS events, and 1,510 and 1,732 differentially alternatively spliced (DAS) events were identified in shoots and roots under low K+ stress. Nevertheless, only 120 DAS events occurred in both shoots and roots, implying that most DAS events were tissue-specific. Both in shoot and the root, the proportion of DAS genes in differentially expressed (DE) genes equaled that in non-DE genes, which indicated that AS might play a unique regulatory role in response to low potassium. Gene ontology analysis further indicated that transcription regulation and AS modulation worked independently in response to low K+ stress in tobacco, as their target biological processes were different. Totally 45 DAS transcription factors (TFs) were found, which were involved in 18 TF families. Five Auxin response factor (ARF) TFs were significantly DAS in root, suggesting that response to auxin was probably subject to AS regulation in the tobacco root. Our study shows that AS variation occurs extensively and has a particular regulatory mechanism under K+ deficiency in tobacco. The study also links changes in root system architecture with the changes in AS of ARF TFs, which implied the functional significance of these AS events for root growth and architecture.Alternative splicing (AS) occurs extensively in eukaryotes as an essential mechanism for regulating transcriptome complexity and diversity, but the AS landscape regulating potassium (K) use efficiency in plants is unclear. In this study, we performed high-throughput transcriptome sequencing of roots and shoots from allopolyploid Nicotiana tabacum under K+ deficiency. Preliminary physiological analysis showed that root system architecture was dramatically changed due to potassium deficiency and that IAA content was significantly reduced in root and shoot. AS analysis showed that a total of 28,179 genes exhibited 54,457 AS events, and 1,510 and 1,732 differentially alternatively spliced (DAS) events were identified in shoots and roots under low K+ stress. Nevertheless, only 120 DAS events occurred in both shoots and roots, implying that most DAS events were tissue-specific. Both in shoot and the root, the proportion of DAS genes in differentially expressed (DE) genes equaled that in non-DE genes, which indicated that AS might play a unique regulatory role in response to low potassium. Gene ontology analysis further indicated that transcription regulation and AS modulation worked independently in response to low K+ stress in tobacco, as their target biological processes were different. Totally 45 DAS transcription factors (TFs) were found, which were involved in 18 TF families. Five Auxin response factor (ARF) TFs were significantly DAS in root, suggesting that response to auxin was probably subject to AS regulation in the tobacco root. Our study shows that AS variation occurs extensively and has a particular regulatory mechanism under K+ deficiency in tobacco. The study also links changes in root system architecture with the changes in AS of ARF TFs, which implied the functional significance of these AS events for root growth and architecture.
Author He, Bing
Meng, Lin
Lv, Yuanda
Qi, Weicong
Hu, Fengqin
Tang, Lina
Song, Wenjing
AuthorAffiliation 2 Institute of Germplasm Resources and Biotechnology, Jiangsu Academy of Agricultural Sciences , Nanjing , China
1 Key Laboratory of Tobacco Biology and Processing, Ministry of Agriculture, Tobacco Research Institute, Chinese Academy of Agricultural Sciences , Qingdao , China
3 Tobacco Science Research Institute, Fujian Tobacco Monopoly Administration , Fuzhou , China
4 Excellence and Innovation Center, Jiangsu Academy of Agricultural Sciences , Nanjing , China
AuthorAffiliation_xml – name: 1 Key Laboratory of Tobacco Biology and Processing, Ministry of Agriculture, Tobacco Research Institute, Chinese Academy of Agricultural Sciences , Qingdao , China
– name: 3 Tobacco Science Research Institute, Fujian Tobacco Monopoly Administration , Fuzhou , China
– name: 4 Excellence and Innovation Center, Jiangsu Academy of Agricultural Sciences , Nanjing , China
– name: 2 Institute of Germplasm Resources and Biotechnology, Jiangsu Academy of Agricultural Sciences , Nanjing , China
Author_xml – sequence: 1
  givenname: Bing
  surname: He
  fullname: He, Bing
– sequence: 2
  givenname: Lin
  surname: Meng
  fullname: Meng, Lin
– sequence: 3
  givenname: Lina
  surname: Tang
  fullname: Tang, Lina
– sequence: 4
  givenname: Weicong
  surname: Qi
  fullname: Qi, Weicong
– sequence: 5
  givenname: Fengqin
  surname: Hu
  fullname: Hu, Fengqin
– sequence: 6
  givenname: Yuanda
  surname: Lv
  fullname: Lv, Yuanda
– sequence: 7
  givenname: Wenjing
  surname: Song
  fullname: Song, Wenjing
BookMark eNp1kc9rFDEUx4NUbK29e8zRy675NZnkIpRStbCoaAueDJnMyzYlk6yTTKH_vVm3iBXMJY_3vt9P8vi-REcpJ0DoNSVrzpV-63exrBlhdN33QjH9DJ1QKcVKSPb96K_6GJ2Vckfa6QjRun-BjrlQnRKyO0E_rm8Bb2wai7M7wNnj81hhTraGe8DfdjG4kLb4K2yX2Hqt_JKrLSUsE74pgC-9bwpI7gGHhD8Fl2uwyeJqB-uW6RV67m0scPZ4n6Kb95fXFx9Xm88fri7ONysnuK4rBp1UeuSMK6CjHy1ICq4THRMUpB-dG9TgNBBBXNuUWtERKn0PbOACuOCn6OrAHbO9M7s5THZ-MNkG87uR562xcw0ugukEU9qO_TBQL0Yxqp5zEAMTWg5UO2isdwfWbhkmGB2kOtv4BPp0ksKt2eZ7oyQnkqsGePMImPPPBUo1UygOYrQJ8lIMk0RqxrWQTUoOUjfnUmbwf56hxOxTNvuUzT5lc0i5WeQ_FhdqiybvPxPi_42_ADscr1w
CitedBy_id crossref_primary_10_1016_j_scienta_2023_112388
crossref_primary_10_3390_agronomy12051166
crossref_primary_10_3389_fbioe_2023_1181078
crossref_primary_10_3389_fpls_2022_1076193
Cites_doi 10.1105/tpc.18.00177
10.1111/pbi.12822
10.1126/science.280.5365.918
10.1016/j.jplph.2013.08.008
10.1042/BC20080104
10.1016/S0378-1119(01)00674-6
10.1186/s12864-018-4449-8
10.1105/tpc.114.122739
10.1371/journal.pone.0021800
10.1007/s00344-017-9752-0
10.1007/s11104-019-04385-3
10.1016/j.cell.2006.06.011
10.1626/pps.10.42
10.1046/j.1365-313x.2003.01839.x
10.1093/bioinformatics/bts635
10.1016/j.jplph.2018.04.008
10.3389/fpls.2019.00281
10.1038/s41598-017-05887-5889
10.1093/nar/gkx382
10.1016/S1369526602000031
10.1073/pnas.1419161111
10.1023/a:1022597102282
10.1093/bioinformatics/btu170
10.1186/s13059-019-1910-1
10.1146/annurev-biochem-060614-034316
10.1093/bib/bbz126
10.1105/tpc.114.123455
10.1105/tpc.18.00051
10.1093/jxb/err043
10.1016/j.jplph.2014.01.011
10.1186/s13059-014-0550-8
10.1111/j.1399-3054.2008.01073.x
10.1186/s13059-018-1417-1
10.1111/jipb.13053
10.1104/pp.104.057216
10.1111/j.1365-313X.2011.04617.x
10.1093/nar/gkr932
10.1038/nature12633
10.1038/s41594-020-0465-x
10.1111/tpj.13746
10.1007/s11103-005-4547-2
10.1105/tpc.114.130773
10.7717/peerj.8258
10.1007/s12041-015-0532-y
10.1105/tpc.16.00684
10.1111/j.1365-313X.2011.04866.x
10.1007/s11104-011-0723-0
10.5511/plantbiotechnology.11.1209a
10.1007/s11099-005-5140-2
10.1186/s12864-017-3791-6
10.1038/ncomms1303
10.1038/nprot.2016.095
10.1105/tpc.111.093948
10.1007/s10681-014-1091-7
10.1186/1471-2164-15-431
10.3390/ijms14047370
10.1016/j.pbi.2007.08.014
10.1186/s12870-019-1706-1701
10.1023/B:FRES.0000003665.90952.0c
10.1016/j.tplants.2017.09.019
10.1111/tpj.13606
10.12688/f1000research.2-188.v2
10.1021/cr0502605
10.1038/nprot.2012.016
10.3389/fpls.2019.00708
10.1007/s11104-015-2579-1
10.1007/s10681-007-9388-4
10.1007/s00344-017-9711-9
10.1105/tpc.113.113803
10.1093/mp/sss003
ContentType Journal Article
Copyright Copyright © 2021 He, Meng, Tang, Qi, Hu, Lv and Song.
Copyright © 2021 He, Meng, Tang, Qi, Hu, Lv and Song. 2021 He, Meng, Tang, Qi, Hu, Lv and Song
Copyright_xml – notice: Copyright © 2021 He, Meng, Tang, Qi, Hu, Lv and Song.
– notice: Copyright © 2021 He, Meng, Tang, Qi, Hu, Lv and Song. 2021 He, Meng, Tang, Qi, Hu, Lv and Song
DBID AAYXX
CITATION
7X8
5PM
DOA
DOI 10.3389/fpls.2021.774829
DatabaseName CrossRef
MEDLINE - Academic
PubMed Central (Full Participant titles)
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
MEDLINE - Academic
DatabaseTitleList CrossRef


MEDLINE - Academic
Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
DeliveryMethod fulltext_linktorsrc
Discipline Botany
EISSN 1664-462X
ExternalDocumentID oai_doaj_org_article_54289ad7bb1f4d4d8733e4b2496b19ce
PMC8630638
10_3389_fpls_2021_774829
GrantInformation_xml – fundername: ;
– fundername: ;
  grantid: ZR2019BC066
– fundername: ;
  grantid: ASTIP-TRIC03
GroupedDBID 5VS
9T4
AAFWJ
AAKDD
AAYXX
ACGFO
ACGFS
ACXDI
ADBBV
ADRAZ
AENEX
AFPKN
ALMA_UNASSIGNED_HOLDINGS
AOIJS
BCNDV
CITATION
EBD
ECGQY
GROUPED_DOAJ
GX1
HYE
KQ8
M48
M~E
OK1
PGMZT
RNS
RPM
7X8
5PM
ID FETCH-LOGICAL-c439t-2e5689d3238e1dfdae61ec545241e6fdccb8bc9e040c8291a45016f7e2b34e343
IEDL.DBID M48
ISSN 1664-462X
IngestDate Wed Aug 27 01:25:14 EDT 2025
Thu Aug 21 18:12:52 EDT 2025
Fri Jul 11 04:21:35 EDT 2025
Thu Apr 24 23:04:44 EDT 2025
Tue Jul 01 03:48:51 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Language English
License This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c439t-2e5689d3238e1dfdae61ec545241e6fdccb8bc9e040c8291a45016f7e2b34e343
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
These authors have contributed equally to this work
Reviewed by: Showkat Ganie, University of London, United Kingdom; Joon Seon Lee, Kwantlen Polytechnic University, Canada
Edited by: Manuel Nieves-Cordones, Center for Edaphology and Applied Biology of Segura, Spanish National Research Council (CSIC), Spain
This article was submitted to Plant Abiotic Stress, a section of the journal Frontiers in Plant Science
OpenAccessLink http://journals.scholarsportal.info/openUrl.xqy?doi=10.3389/fpls.2021.774829
PMID 34858465
PQID 2606923946
PQPubID 23479
ParticipantIDs doaj_primary_oai_doaj_org_article_54289ad7bb1f4d4d8733e4b2496b19ce
pubmedcentral_primary_oai_pubmedcentral_nih_gov_8630638
proquest_miscellaneous_2606923946
crossref_primary_10_3389_fpls_2021_774829
crossref_citationtrail_10_3389_fpls_2021_774829
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2021-11-08
PublicationDateYYYYMMDD 2021-11-08
PublicationDate_xml – month: 11
  year: 2021
  text: 2021-11-08
  day: 08
PublicationDecade 2020
PublicationTitle Frontiers in plant science
PublicationYear 2021
Publisher Frontiers Media S.A
Publisher_xml – name: Frontiers Media S.A
References Chatterjee (B5) 2009; 101
Véry (B60) 2014; 171
Teramura (B54) 2012; 29
Florea (B15) 2013; 2
Chaudhary (B6) 2019; 10
Love (B32) 2014; 15
Zhao (B68) 2014; 198
Guilfoyle (B18) 2007; 10
Kalyna (B24) 2012; 40
Dobin (B11) 2013; 29
James (B21) 2012; 24
Pilot (B41) 2003; 51
Song (B49) 2015; 396
Posé (B42) 2013; 503
Song (B50) 2011; 343
Laloum (B28) 2018; 23
Dong (B12) 2018; 30
Li (B30) 2014; 26
Wang (B61) 2018; 37
Calixto (B3) 2018; 30
Vaneechoutte (B59) 2017; 92
Gierth (B17) 2005; 137
Jia (B23) 2020; 27
Nishida (B37) 2017; 91
Seo (B45) 2011; 2
Liu (B31) 2018; 16
Zhang (B66) 2017; 7
Lee (B29) 2015; 84
Tian (B56) 2017; 45
Ding (B10) 2020; 8
Song (B51) 2018; 37
Jeanguenin (B22) 2011; 67
Zörb (B70) 2014; 171
Supek (B53) 2011; 6
Kim (B25) 2012; 5
Wang (B62) 2013; 14
Trapnell (B57) 2012; 7
Egilla (B14) 2005; 43
Xu (B64) 2006; 125
Shen (B46) 2014; 111
Trincado (B58) 2018; 19
Pettigrew (B40) 2008; 133
Wang (B63) 2021; 63
Ragel (B43) 2019; 10
Zhao (B67) 2016; 28
Zhu (B69) 2018; 19
Ding (B9) 2014; 15
Hu (B20) 2019; 19
Maathuis (B35) 2003; 35
Lu (B33) 2015; 94
Kriechbaumer (B27) 2012; 70
Mehmood (B36) 2020; 21
Brummell (B2) 2011; 62
Ma (B34) 2020; 447
Thatcher (B55) 2014; 26
Hirsch (B19) 1998; 280
Pertea (B38) 2016; 11
Santa-María (B44) 2018; 226
Sigel (B48) 2007; 107
Shen (B47) 2014; 26
Bolger (B1) 2014; 30
Friml (B16) 2003; 6
Kovaka (B26) 2019; 20
Cao (B4) 2007; 10
De Smet (B8) 2006; 60
Damon (B7) 2007; 156
Edwards (B13) 2017; 18
Staiger (B52) 2013; 25
Pesole (B39) 2001; 276
Yang (B65) 2003; 67
References_xml – volume: 30
  start-page: 1424
  year: 2018
  ident: B3
  article-title: Rapid and dynamic alternative splicing impacts the Arabidopsis cold response transcriptome.
  publication-title: Plant Cell
  doi: 10.1105/tpc.18.00177
– volume: 16
  start-page: 714
  year: 2018
  ident: B31
  article-title: Global profiling of alternative splicing landscape responsive to drought, heat and their combination in wheat (Triticum aestivum L.).
  publication-title: Plant Biotechnol J.
  doi: 10.1111/pbi.12822
– volume: 280
  start-page: 918
  year: 1998
  ident: B19
  article-title: A role for the AKT1 potassium channel in plant nutrition.
  publication-title: Science
  doi: 10.1126/science.280.5365.918
– volume: 171
  start-page: 656
  year: 2014
  ident: B70
  article-title: Potassium in agriculture-status and perspectives.
  publication-title: J. Plant Physiol.
  doi: 10.1016/j.jplph.2013.08.008
– volume: 101
  start-page: 251
  year: 2009
  ident: B5
  article-title: Role of 5′- and 3′-untranslated regions of mRNAs in human diseases.
  publication-title: Biol. Cell
  doi: 10.1042/BC20080104
– volume: 276
  start-page: 73
  year: 2001
  ident: B39
  article-title: Structural and functional features of eukaryotic mRNA untranslated regions.
  publication-title: Gene
  doi: 10.1016/S0378-1119(01)00674-6
– volume: 19
  start-page: 73
  year: 2018
  ident: B69
  article-title: RNA-seq analysis reveals alternative splicing under salt stress in cotton, Gossypium davidsonii.
  publication-title: BMC Genomics
  doi: 10.1186/s12864-018-4449-8
– volume: 26
  start-page: 996
  year: 2014
  ident: B47
  article-title: Global dissection of alternative splicing in paleopolyploid soybean.
  publication-title: Plant Cell
  doi: 10.1105/tpc.114.122739
– volume: 6
  start-page: e21800
  year: 2011
  ident: B53
  article-title: REVIGO summarizes and visualizes long lists of gene ontology terms.
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0021800
– volume: 37
  start-page: 539
  year: 2018
  ident: B61
  article-title: Auxin is involved in lateral root formation induced by drought stress in tobacco seedlings.
  publication-title: J. Plant Growth Regul.
  doi: 10.1007/s00344-017-9752-0
– volume: 447
  start-page: 637
  year: 2020
  ident: B34
  article-title: Transcriptome analysis of maize seedling roots in response to nitrogen-, phosphorus-, and potassium deficiency.
  publication-title: Plant Soil
  doi: 10.1007/s11104-019-04385-3
– volume: 125
  start-page: 1347
  year: 2006
  ident: B64
  article-title: A protein kinase, interacting with two calcineurin B-like proteins, regulates K+ transporter AKT1 in Arabidopsis.
  publication-title: Cell
  doi: 10.1016/j.cell.2006.06.011
– volume: 10
  start-page: 42
  year: 2007
  ident: B4
  article-title: Difference in tolerance to potassium deficiency between two maize inbred lines.
  publication-title: Plant Prod. Sci.
  doi: 10.1626/pps.10.42
– volume: 35
  start-page: 675
  year: 2003
  ident: B35
  article-title: Transcriptome analysis of root transporters reveals participation of multiple gene families in the response to cation stress.
  publication-title: Plant J.
  doi: 10.1046/j.1365-313x.2003.01839.x
– volume: 29
  start-page: 15
  year: 2013
  ident: B11
  article-title: STAR: ultrafast universal RNA-seq aligner.
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/bts635
– volume: 226
  start-page: 77
  year: 2018
  ident: B44
  article-title: KT-HAK-KUP transporters in major terrestrial photosynthetic organisms: a twenty years tale.
  publication-title: J. Plant Physiol.
  doi: 10.1016/j.jplph.2018.04.008
– volume: 10
  start-page: 281
  year: 2019
  ident: B43
  article-title: Regulation of K+ nutrition in plants.
  publication-title: Front. Plant Sci.
  doi: 10.3389/fpls.2019.00281
– volume: 7
  start-page: 5523
  year: 2017
  ident: B66
  article-title: Transcriptome analysis of rice seedling roots in response to potassium deficiency.
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-017-05887-5889
– volume: 45
  start-page: W122
  year: 2017
  ident: B56
  article-title: agriGO v2.0: a GO analysis toolkit for the agricultural community.
  publication-title: Nucleic Acids Res.
  doi: 10.1093/nar/gkx382
– volume: 6
  start-page: 7
  year: 2003
  ident: B16
  article-title: Auxin transport-shaping the plant.
  publication-title: Curr. Opin. Plant Biol.
  doi: 10.1016/S1369526602000031
– volume: 111
  start-page: E5593
  year: 2014
  ident: B46
  article-title: rMATS: robust and flexible detection of differential alternative splicing from replicate RNA-seq data.
  publication-title: Proc. Natl. Acad. Sci. U S A.
  doi: 10.1073/pnas.1419161111
– volume: 51
  start-page: 773
  year: 2003
  ident: B41
  article-title: Regulated expression of Arabidopsis Shaker K+ channel genes involved in K+ uptake and distribution in the plant.
  publication-title: Plant Mol. Biol.
  doi: 10.1023/a:1022597102282
– volume: 30
  start-page: 2114
  year: 2014
  ident: B1
  article-title: Trimmomatic: a flexible trimmer for Illumina sequence data.
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/btu170
– volume: 20
  start-page: 278
  year: 2019
  ident: B26
  article-title: Transcriptome assembly from long-read RNA-seq alignments with StringTie2.
  publication-title: Genome Biol.
  doi: 10.1186/s13059-019-1910-1
– volume: 84
  start-page: 291
  year: 2015
  ident: B29
  article-title: Mechanisms and regulation of alternative pre-mRNA splicing.
  publication-title: Annu. Rev. Biochem.
  doi: 10.1146/annurev-biochem-060614-034316
– volume: 21
  start-page: 2052
  year: 2020
  ident: B36
  article-title: Systematic evaluation of differential splicing tools for RNA-seq studies.
  publication-title: Brief. Bioinform.
  doi: 10.1093/bib/bbz126
– volume: 26
  start-page: 3387
  year: 2014
  ident: B30
  article-title: The Os-AKT1 channel is critical for K+ uptake in rice roots and is modulated by the rice CBL1-CIPK23 complex.
  publication-title: Plant Cell
  doi: 10.1105/tpc.114.123455
– volume: 30
  start-page: 2267
  year: 2018
  ident: B12
  article-title: Alternative splicing plays a critical role in maintaining mineral nutrient homeostasis in rice (Oryza sativa).
  publication-title: Plant Cell
  doi: 10.1105/tpc.18.00051
– volume: 62
  start-page: 3519
  year: 2011
  ident: B2
  article-title: Induction of vacuolar invertase inhibitor mRNA in potato tubers contributes to cold-induced sweetening resistance and includes spliced hybrid mRNA variants.
  publication-title: J. Exp. Bot.
  doi: 10.1093/jxb/err043
– volume: 171
  start-page: 748
  year: 2014
  ident: B60
  article-title: Molecular biology of K+ transport across the plant cell membrane: what do we learn from comparison between plant species?
  publication-title: J Plant Physiol.
  doi: 10.1016/j.jplph.2014.01.011
– volume: 15
  start-page: 550
  year: 2014
  ident: B32
  article-title: Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2.
  publication-title: Genome Biol.
  doi: 10.1186/s13059-014-0550-8
– volume: 133
  start-page: 670
  year: 2008
  ident: B40
  article-title: Potassium influences on yield and quality production for maize, wheat, soybean and cotton.
  publication-title: Physiol. Plant.
  doi: 10.1111/j.1399-3054.2008.01073.x
– volume: 19
  start-page: 40
  year: 2018
  ident: B58
  article-title: SUPPA2: fast, accurate, and uncertainty-aware differential splicing analysis across multiple conditions.
  publication-title: Genome Biol.
  doi: 10.1186/s13059-018-1417-1
– volume: 63
  start-page: 34
  year: 2021
  ident: B63
  article-title: Potassium and phosphorus transport and signaling in plants.
  publication-title: J. Integr. Plant Biol.
  doi: 10.1111/jipb.13053
– volume: 137
  start-page: 1105
  year: 2005
  ident: B17
  article-title: The potassium transporter AtHAK5 functions in K+ deprivation-induced high-affinity K+ uptake and AKT1 K+ channel contribution to K+ uptake kinetics in Arabidopsis roots.
  publication-title: Plant Physiol.
  doi: 10.1104/pp.104.057216
– volume: 67
  start-page: 570
  year: 2011
  ident: B22
  article-title: AtKC1 is a general modulator of Arabidopsis inward Shaker channel activity.
  publication-title: Plant J.
  doi: 10.1111/j.1365-313X.2011.04617.x
– volume: 40
  start-page: 2454
  year: 2012
  ident: B24
  article-title: Alternative splicing and nonsense-mediated decay modulate expression of important regulatory genes in Arabidopsis.
  publication-title: Nucleic Acids Res.
  doi: 10.1093/nar/gkr932
– volume: 503
  start-page: 414
  year: 2013
  ident: B42
  article-title: Temperature-dependent regulation of flowering by antagonistic FLM variants.
  publication-title: Nature
  doi: 10.1038/nature12633
– volume: 27
  start-page: 814
  year: 2020
  ident: B23
  article-title: Decoding mRNA translatability and stability from the 5′ UTR.
  publication-title: Nat. Struct. Mol. Biol.
  doi: 10.1038/s41594-020-0465-x
– volume: 92
  start-page: 1218
  year: 2017
  ident: B59
  article-title: Genome-wide characterization of differential transcript usage in Arabidopsis thaliana.
  publication-title: Plant J.
  doi: 10.1111/tpj.13746
– volume: 60
  start-page: 871
  year: 2006
  ident: B8
  article-title: Lateral root initiation or the birth of a new meristem.
  publication-title: Plant Mol. Biol.
  doi: 10.1007/s11103-005-4547-2
– volume: 26
  start-page: 3472
  year: 2014
  ident: B55
  article-title: Genome-wide analysis of alternative splicing in Zea mays: landscape and genetic regulation.
  publication-title: Plant Cell
  doi: 10.1105/tpc.114.130773
– volume: 8
  start-page: e8258
  year: 2020
  ident: B10
  article-title: Alternative splicing in tea plants was extensively triggered by drought, heat and their combined stresses.
  publication-title: PeerJ
  doi: 10.7717/peerj.8258
– volume: 94
  start-page: 397
  year: 2015
  ident: B33
  article-title: Transcriptome analysis reveals dynamic changes in the gene expression of tobacco seedlings under low potassium stress.
  publication-title: J. Genet.
  doi: 10.1007/s12041-015-0532-y
– volume: 28
  start-page: 3005
  year: 2016
  ident: B67
  article-title: Phosphorylation of ARF2 relieves its repression of transcription of the K+ transporter gene HAK5 in response to low potassium stress.
  publication-title: Plant Cell
  doi: 10.1105/tpc.16.00684
– volume: 70
  start-page: 292
  year: 2012
  ident: B27
  article-title: Alternative splicing of the auxin biosynthesis gene YUCCA4 determines its subcellular compartmentation.
  publication-title: Plant J.
  doi: 10.1111/j.1365-313X.2011.04866.x
– volume: 343
  start-page: 357
  year: 2011
  ident: B50
  article-title: Nitrate supply affects root growth differentially in two rice cultivars differing in nitrogen use efficiency.
  publication-title: Plant Soil
  doi: 10.1007/s11104-011-0723-0
– volume: 29
  start-page: 43
  year: 2012
  ident: B54
  article-title: A long 5′ UTR of the rice OsMac1 mRNA enabling the sufficient translation of the downstream ORF.
  publication-title: Plant Biotechnol.
  doi: 10.5511/plantbiotechnology.11.1209a
– volume: 43
  start-page: 135
  year: 2005
  ident: B14
  article-title: Drought stress influences leaf water content, photosynthesis, and water-use efficiency of hibiscus rosa-sinensis at three potassium concentrations.
  publication-title: Photosynthetica
  doi: 10.1007/s11099-005-5140-2
– volume: 18
  start-page: 448
  year: 2017
  ident: B13
  article-title: A reference genome for Nicotiana tabacum enables map-based cloning of homeologous loci implicated in nitrogen utilization efficiency.
  publication-title: BMC Genomics
  doi: 10.1186/s12864-017-3791-6
– volume: 2
  start-page: 303
  year: 2011
  ident: B45
  article-title: Two splice variants of the IDD14 transcription factor competitively form nonfunctional heterodimers which may regulate starch metabolism.
  publication-title: Nat. Commun.
  doi: 10.1038/ncomms1303
– volume: 11
  start-page: 1650
  year: 2016
  ident: B38
  article-title: Transcript-level expression analysis of RNA-seq experiments with HISAT. StringTie and Ballgown.
  publication-title: Nat. Protoc.
  doi: 10.1038/nprot.2016.095
– volume: 24
  start-page: 961
  year: 2012
  ident: B21
  article-title: Alternative splicing mediates responses of the Arabidopsis circadian clock to temperature changes.
  publication-title: Plant Cell
  doi: 10.1105/tpc.111.093948
– volume: 198
  start-page: 185
  year: 2014
  ident: B68
  article-title: Mapping QTLs for potassium-deficiency tolerance at the seedling stage in wheat (Triticum aestivum L.).
  publication-title: Euphytica
  doi: 10.1007/s10681-014-1091-7
– volume: 15
  start-page: 431
  year: 2014
  ident: B9
  article-title: Genome-wide analysis of alternative splicing of pre-mRNA under salt stress in Arabidopsis.
  publication-title: BMC Genomics
  doi: 10.1186/1471-2164-15-431
– volume: 14
  start-page: 7370
  year: 2013
  ident: B62
  article-title: The critical role of potassium in plant stress response.
  publication-title: Int. J. Mol. Sci.
  doi: 10.3390/ijms14047370
– volume: 10
  start-page: 453
  year: 2007
  ident: B18
  article-title: Auxin response factors.
  publication-title: Curr. Opin. Plant Biol.
  doi: 10.1016/j.pbi.2007.08.014
– volume: 19
  start-page: 130
  year: 2019
  ident: B20
  article-title: Grafting alleviates potassium stress and improves growth in tobacco.
  publication-title: BMC Plant Biol.
  doi: 10.1186/s12870-019-1706-1701
– volume: 67
  start-page: 273
  year: 2003
  ident: B65
  article-title: Genotypic differences and some associated plant traits in potassium internal use efficiency of lowland rice (Oryza sativa L.).
  publication-title: Nutrient Cycling Agroecosystems
  doi: 10.1023/B:FRES.0000003665.90952.0c
– volume: 23
  start-page: 140
  year: 2018
  ident: B28
  article-title: Alternative splicing control of abiotic stress responses.
  publication-title: Trends Plant Sci.
  doi: 10.1016/j.tplants.2017.09.019
– volume: 91
  start-page: 741
  year: 2017
  ident: B37
  article-title: Genome-wide analysis of specific alterations in transcript structure and accumulation caused by nutrient deficiencies in Arabidopsis thaliana.
  publication-title: Plant J.
  doi: 10.1111/tpj.13606
– volume: 2
  start-page: 188
  year: 2013
  ident: B15
  article-title: Thousands of exon skipping events differentiate among splicing patterns in sixteen human tissues.
  publication-title: F1000Research
  doi: 10.12688/f1000research.2-188.v2
– volume: 107
  start-page: 97
  year: 2007
  ident: B48
  article-title: Alternative roles for metal ions in enzyme catalysis and the implications for ribozyme chemistry.
  publication-title: Chem. Rev.
  doi: 10.1021/cr0502605
– volume: 7
  start-page: 562
  year: 2012
  ident: B57
  article-title: Differential gene and transcript expression analysis of RNA-seq experiments with TopHat and Cufflinks.
  publication-title: Nat. Protoc.
  doi: 10.1038/nprot.2012.016
– volume: 10
  start-page: 708
  year: 2019
  ident: B6
  article-title: Alternative splicing and protein diversity: plants versus animals.
  publication-title: Front. Plant Sci.
  doi: 10.3389/fpls.2019.00708
– volume: 396
  start-page: 163
  year: 2015
  ident: B49
  article-title: Potassium deficiency inhibits lateral root development in tobacco seedlings by changing auxin distribution.
  publication-title: Plant Soil
  doi: 10.1007/s11104-015-2579-1
– volume: 156
  start-page: 387
  year: 2007
  ident: B7
  article-title: Canola genotypes differ in potassium efficiency during vegetative growth.
  publication-title: Euphytica
  doi: 10.1007/s10681-007-9388-4
– volume: 37
  start-page: 114
  year: 2018
  ident: B51
  article-title: Differential response of first-order lateral root elongation to low potassium involves nitric oxide in two tobacco cultivars.
  publication-title: J. Plant Growth Regul.
  doi: 10.1007/s00344-017-9711-9
– volume: 25
  start-page: 3640
  year: 2013
  ident: B52
  article-title: Alternative splicing at the intersection of biological timing, development, and stress responses.
  publication-title: Plant Cell
  doi: 10.1105/tpc.113.113803
– volume: 5
  start-page: 1042
  year: 2012
  ident: B25
  article-title: The Arabidopsis AP2/ERF transcription factor RAP2.11 modulates plant response to low-potassium conditions.
  publication-title: Mol Plant
  doi: 10.1093/mp/sss003
SSID ssj0000500997
Score 2.33456
Snippet Alternative splicing (AS) occurs extensively in eukaryotes as an essential mechanism for regulating transcriptome complexity and diversity, but the AS...
SourceID doaj
pubmedcentral
proquest
crossref
SourceType Open Website
Open Access Repository
Aggregation Database
Enrichment Source
Index Database
StartPage 774829
SubjectTerms alternative splicing (AS)
Nicotiana tabacum L
Plant Science
potassium
transcription factor
transcriptional regulation
SummonAdditionalLinks – databaseName: DOAJ Directory of Open Access Journals
  dbid: DOA
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1LT9tAEF5VEYdeEI-ihgJapF56MMl6H_YeASVCqK2qtpE41drHWEQKDioJEv-eGdsJ8QUu3Cx7V-udh-cb7-43jH3VHmyal3mirNeJSqNPnBnapHRuqKOOUdaHxH78NFcTdX2jbzZKfdGesIYeuBHcQCM-ti5m3otSRRXzTEpQHrMG44UNQF9fjHkbyVTD6k3QJ2vWJTELs4Pyfkbs3Kk4Q8CT14jyJQ7VdP0djNndIbkRcsY7bLvFivy8ecdd9gGqPbZ1MUc897TP_qGG-Xc6qUt7mPi85Oez9u_eI_A_tC6NYYn_borN0-Uv7IkusLzjkwfgo5o8gk5e8mnFySLI2R1fOO_C8u4Tm4xHfy-vkrZaQhIQVCySFLTJbZQYg0HEMjowAgKVEFcCTBlD8LkPFtBrA85fOKUR7pUZpF4qkEoesF41r-Az45hgpxA1NpEC4VZ0w5AplVkjonJR-j4brGRXhJZKnCpazApMKUjaBUm7IGkXjbT77Nu6x31Do_FK2wtSx7odEWDXN9AsitYsirfMos9OV8os0GFoFcRVMF_iSJiyWSoIb_os62i5M2L3STW9ram3cyMJ4x2-xyt-YR9p1vXBxvyI9Rb_l3CMCGfhT2pjfga7ffvZ
  priority: 102
  providerName: Directory of Open Access Journals
Title The Landscape of Alternative Splicing Regulating Potassium Use Efficiency in Nicotiana tabacum
URI https://www.proquest.com/docview/2606923946
https://pubmed.ncbi.nlm.nih.gov/PMC8630638
https://doaj.org/article/54289ad7bb1f4d4d8733e4b2496b19ce
Volume 12
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1La9wwEBZpUkoupemDbh9BhV56cLKyHpYOJSQlD0pTStuFPdXoMW4DGzvd7Jbm32fGdtIaQg65GGNLCM9oPN9Imm8Ye6sDuNxWNlMu6EzlKWTejF1WeT_WSack2ySx48_maKI-TvX0X3p0L8DzG0M7qic1mc-2_v6-2EGDf08RJ_rb7epsRsTbudhCLGNzd4-toV8qqJ7BcQ_2O6ZvgkNFt1d5Y8d19kAqSy5ZD9xUy-Y_gKDDA5T_eaSDR-xhDyX5bqf7DbYC9WN2f69BuHfxhP3ACcA_USIvHXHiTcV3Z_3i3x_g32jbGr0W_9rVoqfbL9gTLWR5yifnwPdbbglKzOQnNacJQ_8Czxc--Lg8fcomB_vfPxxlfTGFLCLmWGQ5aGNdkuiiQaQqeTACIlUYVwJMlWIMNkQHaNQRRSG80ogGqwLyIBVIJZ-x1bqp4TnjGH_nkDQ2kQLRWPLjWChVOCOS8kmGEdu-kl0Ze6ZxKngxKzHiIMGXJPiSBF92gh-xd9c9zjqWjVva7pE6rtsRP3b7oJn_LHtzKzVGVc6nIgRRqaSSLaQEFTDWNEG4CCP25kqZJdoTbZL4GpoljoQRnaN68WbEioGWByMO39Qnv1pmbmskQcAXd-75kq3Tp7bJjvYVW13Ml_AaUc8ibLarBXg9nIrNdmJfAukXBgU
linkProvider Scholars Portal
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=The+Landscape+of+Alternative+Splicing+Regulating+Potassium+Use+Efficiency+in+Nicotiana+tabacum&rft.jtitle=Frontiers+in+plant+science&rft.au=He%2C+Bing&rft.au=Meng%2C+Lin&rft.au=Tang%2C+Lina&rft.au=Qi%2C+Weicong&rft.date=2021-11-08&rft.pub=Frontiers+Media+S.A&rft.eissn=1664-462X&rft.volume=12&rft_id=info:doi/10.3389%2Ffpls.2021.774829&rft_id=info%3Apmid%2F34858465&rft.externalDocID=PMC8630638
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1664-462X&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1664-462X&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1664-462X&client=summon