Thousands of Rab GTPases for the cell biologist

Detalhes bibliográficos
Autor(a) principal: Diekmann, Yoan
Data de Publicação: 2011
Outros Autores: Seixas, Elsa, Gouw, Marc, Tavares-Cadete, Filipe, Seabra, Miguel C., Pereira-Leal, José B.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://doi.org/10.1371/journal.pcbi.1002217
Resumo: Rab proteins are small GTPases that act as essential regulators of vesicular trafficking. 44 subfamilies are known in humans, performing specific sets of functions at distinct subcellular localisations and tissues. Rab function is conserved even amongst distant orthologs. Hence, the annotation of Rabs yields functional predictions about the cell biology of trafficking. So far, annotating Rabs has been a laborious manual task not feasible for current and future genomic output of deep sequencing technologies. We developed, validated and benchmarked the Rabifier, an automated bioinformatic pipeline for the identification and classification of Rabs, which achieves up to 90% classification accuracy. We cataloged roughly 8.000 Rabs from 247 genomes covering the entire eukaryotic tree. The full Rab database and a web tool implementing the pipeline are publicly available at www.RabDB.org. For the first time, we describe and analyse the evolution of Rabs in a dataset covering the whole eukaryotic phylogeny. We found a highly dynamic family undergoing frequent taxon-specific expansions and losses. We dated the origin of human subfamilies using phylogenetic profiling, which enlarged the Rab repertoire of the Last Eukaryotic Common Ancestor with Rab14, 32 and RabL4. Furthermore, a detailed analysis of the Choanoflagellate Monosiga brevicollis Rab family pinpointed the changes that accompanied the emergence of Metazoan multicellularity, mainly an important expansion and specialisation of the secretory pathway. Lastly, we experimentally establish tissue specificity in expression of mouse Rabs and show that neo-functionalisation best explains the emergence of new human Rab subfamilies. With the Rabifier and RabDB, we provide tools that easily allows non-bioinformaticians to integrate thousands of Rabs in their analyses. RabDB is designed to enable the cell biology community to keep pace with the increasing number of fully-sequenced genomes and change the scale at which we perform comparative analysis in cell biology.
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spelling Thousands of Rab GTPases for the cell biologistEUKARYOTIC MEMBRANE-TRAFFICKINGGTP-BINDING PROTEINSINTRACELLULAR-TRANSPORTCOMPARATIVE GENOMICSTRYPANOSOMA-BRUCEIGOLGI TRAFFICKINGGROWTH-FACTORFAMILYEVOLUTIONPATHWAYEcology, Evolution, Behavior and SystematicsModelling and SimulationEcologyMolecular BiologyGeneticsCellular and Molecular NeuroscienceComputational Theory and MathematicsRab proteins are small GTPases that act as essential regulators of vesicular trafficking. 44 subfamilies are known in humans, performing specific sets of functions at distinct subcellular localisations and tissues. Rab function is conserved even amongst distant orthologs. Hence, the annotation of Rabs yields functional predictions about the cell biology of trafficking. So far, annotating Rabs has been a laborious manual task not feasible for current and future genomic output of deep sequencing technologies. We developed, validated and benchmarked the Rabifier, an automated bioinformatic pipeline for the identification and classification of Rabs, which achieves up to 90% classification accuracy. We cataloged roughly 8.000 Rabs from 247 genomes covering the entire eukaryotic tree. The full Rab database and a web tool implementing the pipeline are publicly available at www.RabDB.org. For the first time, we describe and analyse the evolution of Rabs in a dataset covering the whole eukaryotic phylogeny. We found a highly dynamic family undergoing frequent taxon-specific expansions and losses. We dated the origin of human subfamilies using phylogenetic profiling, which enlarged the Rab repertoire of the Last Eukaryotic Common Ancestor with Rab14, 32 and RabL4. Furthermore, a detailed analysis of the Choanoflagellate Monosiga brevicollis Rab family pinpointed the changes that accompanied the emergence of Metazoan multicellularity, mainly an important expansion and specialisation of the secretory pathway. Lastly, we experimentally establish tissue specificity in expression of mouse Rabs and show that neo-functionalisation best explains the emergence of new human Rab subfamilies. With the Rabifier and RabDB, we provide tools that easily allows non-bioinformaticians to integrate thousands of Rabs in their analyses. RabDB is designed to enable the cell biology community to keep pace with the increasing number of fully-sequenced genomes and change the scale at which we perform comparative analysis in cell biology.Centro de Estudos de Doenças Crónicas (CEDOC)NOVA Medical School|Faculdade de Ciências Médicas (NMS|FCM)RUNDiekmann, YoanSeixas, ElsaGouw, MarcTavares-Cadete, FilipeSeabra, Miguel C.Pereira-Leal, José B.2017-09-14T22:03:27Z2011-102011-10-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://doi.org/10.1371/journal.pcbi.1002217eng1553-734XPURE: 3130500http://www.scopus.com/inward/record.url?scp=80055078598&partnerID=8YFLogxKhttps://doi.org/10.1371/journal.pcbi.1002217info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-03-11T04:11:30Zoai:run.unl.pt:10362/23266Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:27:43.991645Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Thousands of Rab GTPases for the cell biologist
title Thousands of Rab GTPases for the cell biologist
spellingShingle Thousands of Rab GTPases for the cell biologist
Diekmann, Yoan
EUKARYOTIC MEMBRANE-TRAFFICKING
GTP-BINDING PROTEINS
INTRACELLULAR-TRANSPORT
COMPARATIVE GENOMICS
TRYPANOSOMA-BRUCEI
GOLGI TRAFFICKING
GROWTH-FACTOR
FAMILY
EVOLUTION
PATHWAY
Ecology, Evolution, Behavior and Systematics
Modelling and Simulation
Ecology
Molecular Biology
Genetics
Cellular and Molecular Neuroscience
Computational Theory and Mathematics
title_short Thousands of Rab GTPases for the cell biologist
title_full Thousands of Rab GTPases for the cell biologist
title_fullStr Thousands of Rab GTPases for the cell biologist
title_full_unstemmed Thousands of Rab GTPases for the cell biologist
title_sort Thousands of Rab GTPases for the cell biologist
author Diekmann, Yoan
author_facet Diekmann, Yoan
Seixas, Elsa
Gouw, Marc
Tavares-Cadete, Filipe
Seabra, Miguel C.
Pereira-Leal, José B.
author_role author
author2 Seixas, Elsa
Gouw, Marc
Tavares-Cadete, Filipe
Seabra, Miguel C.
Pereira-Leal, José B.
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Centro de Estudos de Doenças Crónicas (CEDOC)
NOVA Medical School|Faculdade de Ciências Médicas (NMS|FCM)
RUN
dc.contributor.author.fl_str_mv Diekmann, Yoan
Seixas, Elsa
Gouw, Marc
Tavares-Cadete, Filipe
Seabra, Miguel C.
Pereira-Leal, José B.
dc.subject.por.fl_str_mv EUKARYOTIC MEMBRANE-TRAFFICKING
GTP-BINDING PROTEINS
INTRACELLULAR-TRANSPORT
COMPARATIVE GENOMICS
TRYPANOSOMA-BRUCEI
GOLGI TRAFFICKING
GROWTH-FACTOR
FAMILY
EVOLUTION
PATHWAY
Ecology, Evolution, Behavior and Systematics
Modelling and Simulation
Ecology
Molecular Biology
Genetics
Cellular and Molecular Neuroscience
Computational Theory and Mathematics
topic EUKARYOTIC MEMBRANE-TRAFFICKING
GTP-BINDING PROTEINS
INTRACELLULAR-TRANSPORT
COMPARATIVE GENOMICS
TRYPANOSOMA-BRUCEI
GOLGI TRAFFICKING
GROWTH-FACTOR
FAMILY
EVOLUTION
PATHWAY
Ecology, Evolution, Behavior and Systematics
Modelling and Simulation
Ecology
Molecular Biology
Genetics
Cellular and Molecular Neuroscience
Computational Theory and Mathematics
description Rab proteins are small GTPases that act as essential regulators of vesicular trafficking. 44 subfamilies are known in humans, performing specific sets of functions at distinct subcellular localisations and tissues. Rab function is conserved even amongst distant orthologs. Hence, the annotation of Rabs yields functional predictions about the cell biology of trafficking. So far, annotating Rabs has been a laborious manual task not feasible for current and future genomic output of deep sequencing technologies. We developed, validated and benchmarked the Rabifier, an automated bioinformatic pipeline for the identification and classification of Rabs, which achieves up to 90% classification accuracy. We cataloged roughly 8.000 Rabs from 247 genomes covering the entire eukaryotic tree. The full Rab database and a web tool implementing the pipeline are publicly available at www.RabDB.org. For the first time, we describe and analyse the evolution of Rabs in a dataset covering the whole eukaryotic phylogeny. We found a highly dynamic family undergoing frequent taxon-specific expansions and losses. We dated the origin of human subfamilies using phylogenetic profiling, which enlarged the Rab repertoire of the Last Eukaryotic Common Ancestor with Rab14, 32 and RabL4. Furthermore, a detailed analysis of the Choanoflagellate Monosiga brevicollis Rab family pinpointed the changes that accompanied the emergence of Metazoan multicellularity, mainly an important expansion and specialisation of the secretory pathway. Lastly, we experimentally establish tissue specificity in expression of mouse Rabs and show that neo-functionalisation best explains the emergence of new human Rab subfamilies. With the Rabifier and RabDB, we provide tools that easily allows non-bioinformaticians to integrate thousands of Rabs in their analyses. RabDB is designed to enable the cell biology community to keep pace with the increasing number of fully-sequenced genomes and change the scale at which we perform comparative analysis in cell biology.
publishDate 2011
dc.date.none.fl_str_mv 2011-10
2011-10-01T00:00:00Z
2017-09-14T22:03:27Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://doi.org/10.1371/journal.pcbi.1002217
url https://doi.org/10.1371/journal.pcbi.1002217
dc.language.iso.fl_str_mv eng
language eng
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PURE: 3130500
http://www.scopus.com/inward/record.url?scp=80055078598&partnerID=8YFLogxK
https://doi.org/10.1371/journal.pcbi.1002217
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
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collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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