Ecological processes structuring the ocean microbiome across space and time

Detalhes bibliográficos
Autor(a) principal: Junger, Pedro Ciarlini
Data de Publicação: 2023
Tipo de documento: Tese
Idioma: eng
Título da fonte: Repositório Institucional da UFSCAR
Texto Completo: https://repositorio.ufscar.br/handle/ufscar/17856
Resumo: The marine microbiome, including prokaryotes and minute unicellular eukaryotes, stands for a great part of biodiversity and is essential for ocean food webs and global biogeochemical cycles. Yet, investigating their diversity and ecology was challenging due to sampling and methodological constraints. Modern molecular and bioinformatic tools together with recent large-scale oceanographic sampling cruises (e.g. Tara Oceans and Malaspina) have helped the scientific community to assess the ocean’s microbial diversity with an unprecedented depth of analysis. Recent studies have revealed that microbial communities display latitudinal, seasonal, and depth-related patterns. However, there is still a limited understanding of the mechanisms underlying these biogeographical patterns. In this thesis, I have applied theoretical ecology on DNA sequencing data to disentangle the main ecological processes shaping the ocean’s microbiome across space and time. To do so, I have combined molecular data from two global oceanographic cruises (Tara Oceans and Malaspina), one regional cruise (HotMix Cruise) in the Mediterranean Sea, and from microbial observatories located in different latitudes. First, I demonstrate the high impact of the Theory of Ecological Communities (Vellend 2010, 2016) on the field of microbial ecology using a scientometric approach. Second, I investigated the relative importance of ecological processes (selection, dispersal limitation and ecological drift) shaping picoplankton communities inhabiting different ocean layers. To accomplish this goal, I analyzed 16S- and 18S-rRNA-gene amplicon sequence variants (ASVs) from samples (N=688) covering the epi- (0-200 m), meso- (200-1,000 m) and bathypelagic (1,000-4,000 m) layers of the ocean. I found that the role of selection decreased with depth due to a potential decrease in habitat heterogeneity. Conversely, the relative importance of dispersal limitation increased with depth due to dispersal barriers such as the presence of segregated water masses and bottom topography. Furthermore, I found that the relative importance of selection was stronger in the temperate observatory as compared to the tropical one. Finally, I used 16S-rRNA-gene amplicons as well as metagenome assembled genomes (MAGs) and single-amplified genomes (SAGs) to explore the genomic basis of temperature selection on niche differentiation of an abundant, ubiquitous, but previously overlooked marine bacteria. Overall, this thesis elucidates the ecological processes underlying the biogeographical patterns of microbial communities of the ocean in space, time and depth.
id SCAR_ebed67f420fe6aa853ce0a5bc54c16cd
oai_identifier_str oai:repositorio.ufscar.br:ufscar/17856
network_acronym_str SCAR
network_name_str Repositório Institucional da UFSCAR
repository_id_str 4322
spelling Junger, Pedro CiarliniSarmento, Hugohttp://lattes.cnpq.br/4515469289999439Logares, Ramirohttp://lattes.cnpq.br/7193752932256212http://lattes.cnpq.br/7103785462398029a19bb1a8-ac11-4015-8c96-fc1ac827da482023-04-24T18:41:41Z2023-04-24T18:41:41Z2023-03-09JUNGER, Pedro Ciarlini. Ecological processes structuring the ocean microbiome across space and time. 2023. Tese (Doutorado em Ecologia e Recursos Naturais) – Universidade Federal de São Carlos, São Carlos, 2023. Disponível em: https://repositorio.ufscar.br/handle/ufscar/17856.https://repositorio.ufscar.br/handle/ufscar/17856The marine microbiome, including prokaryotes and minute unicellular eukaryotes, stands for a great part of biodiversity and is essential for ocean food webs and global biogeochemical cycles. Yet, investigating their diversity and ecology was challenging due to sampling and methodological constraints. Modern molecular and bioinformatic tools together with recent large-scale oceanographic sampling cruises (e.g. Tara Oceans and Malaspina) have helped the scientific community to assess the ocean’s microbial diversity with an unprecedented depth of analysis. Recent studies have revealed that microbial communities display latitudinal, seasonal, and depth-related patterns. However, there is still a limited understanding of the mechanisms underlying these biogeographical patterns. In this thesis, I have applied theoretical ecology on DNA sequencing data to disentangle the main ecological processes shaping the ocean’s microbiome across space and time. To do so, I have combined molecular data from two global oceanographic cruises (Tara Oceans and Malaspina), one regional cruise (HotMix Cruise) in the Mediterranean Sea, and from microbial observatories located in different latitudes. First, I demonstrate the high impact of the Theory of Ecological Communities (Vellend 2010, 2016) on the field of microbial ecology using a scientometric approach. Second, I investigated the relative importance of ecological processes (selection, dispersal limitation and ecological drift) shaping picoplankton communities inhabiting different ocean layers. To accomplish this goal, I analyzed 16S- and 18S-rRNA-gene amplicon sequence variants (ASVs) from samples (N=688) covering the epi- (0-200 m), meso- (200-1,000 m) and bathypelagic (1,000-4,000 m) layers of the ocean. I found that the role of selection decreased with depth due to a potential decrease in habitat heterogeneity. Conversely, the relative importance of dispersal limitation increased with depth due to dispersal barriers such as the presence of segregated water masses and bottom topography. Furthermore, I found that the relative importance of selection was stronger in the temperate observatory as compared to the tropical one. Finally, I used 16S-rRNA-gene amplicons as well as metagenome assembled genomes (MAGs) and single-amplified genomes (SAGs) to explore the genomic basis of temperature selection on niche differentiation of an abundant, ubiquitous, but previously overlooked marine bacteria. Overall, this thesis elucidates the ecological processes underlying the biogeographical patterns of microbial communities of the ocean in space, time and depth.O microbioma marinho, incluindo procariontes e minúsculos eucariontes unicelulares, representa uma grande parte da biodiversidade e é essencial em teias tróficas e ciclos biogeoquímicos globais. No entanto, investigar a diversidade e ecologia microbiana em escala global era um desafio por limitações metodológicas e amostrais. A combinação de ferramentas moleculares e bioinformáticas modernas à grandes expedições oceanográficas (ex.: Tara Oceans e Malaspina) permitiram a descoberta de padrões de diversidade microbiana em escala global. Estudos recentes revelaram que as comunidades microbianas apresentam padrões latitudinais, sazonais e de profundidade. No entanto, ainda há uma compreensão limitada dos mecanismos ecológicos que estão por trás destes padrões biogeográficos. Nesta tese, apliquei ecologia teórica à dados de sequenciamento de DNA para investigar os principais processos ecológicos que moldam comunidades microbianas em diferentes camadas de profundidade e regiões latitudinais do oceano. Para isso, combinei dados moleculares de duas expedições oceanográficas globais (Tara Oceans e Malaspina), de uma expedição regional (HotMix Cruise) no Mar Mediterrâneo e de observatórios microbianos localizados em diferentes latitudes. Primeiro, demonstro o alto impacto da Teoria das Comunidades Ecológicas (Vellend 2010, 2016) no campo da ecologia microbiana utilizando uma abordagem cienciométrica. Em segundo lugar, investiguei a importância relativa dos processos ecológicos (seleção, limitação de dispersão e deriva ecológica) na montagem de comunidades microbianas que habitam diferentes camadas oceânicas. Para atingir este objetivo, analisei variantes únicas de sequências de amplicons (ASVs) dos genes 16S- e 18S-rRNA de amostras (N=688) cobrindo as camadas epi- (0-200 m), meso- (200-1.000 m) e batipelágicas (1.000-4.000 m) do oceano. Enquanto a importância relativa da seleção diminuiu com a profundidade devido a um potencial diminuição da heterogeneidade do habitat, a limitação por dispersão aumentou com a profundidade devido a barreiras geográficas como massas de água segregadas e montanhas submersas. Além disso, a importância relativa do processo de seleção foi maior no observatório temperado do que no tropical. Por fim, usei ASVs do gene 16S-rRNA, além de genomas montados de metagenoma e genomas amplificados de células únicas, para explorar as bases genômicas do efeito de seleção por temperatura sobre a diferenciação de nichos de uma bactéria marinha abundante, onipresente, mas ainda pouco estudada. No geral, esta tese elucida os processos ecológicos subjacentes aos padrões biogeográficos do microbioma oceânico no espaço, tempo e profundidade.OutraConselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Processo nº 2020/02517-4, Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Processo nº 2017/26786-1, Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Processo n° 141212/2018-7, Conselho Nacional de Desenvolvimento Científico e TecnológicoProcesso nº 3213/2020-83, FAI/UFSCar, ProExAward nº 862923, European Union-H2020 AtlantECO ProjectengUniversidade Federal de São CarlosCâmpus São CarlosPrograma de Pós-Graduação em Ecologia e Recursos Naturais - PPGERNUFSCarAttribution-NonCommercial-NoDerivs 3.0 Brazilhttp://creativecommons.org/licenses/by-nc-nd/3.0/br/info:eu-repo/semantics/openAccessEcologia de comunidadesPlânctonMicrobiotaDados molecularesCommunity ecologyPlanktonMicrobiotaMolecular dataCIENCIAS BIOLOGICAS::ECOLOGIACIENCIAS BIOLOGICAS::GENETICACIENCIAS BIOLOGICAS::MICROBIOLOGIAEcological processes structuring the ocean microbiome across space and timeProcessos ecológicos que estruturam o microbioma oceânico no espaço e no tempoinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesis600600ae751114-d419-47be-9f17-71dc55d0c168reponame:Repositório Institucional da UFSCARinstname:Universidade Federal de São Carlos (UFSCAR)instacron:UFSCARORIGINALPedroJunger_Tese_PosDefesa_FINAL.pdfPedroJunger_Tese_PosDefesa_FINAL.pdfTese_Doutorado_PJunger_PosDefesaapplication/pdf38768981https://repositorio.ufscar.br/bitstream/ufscar/17856/1/PedroJunger_Tese_PosDefesa_FINAL.pdfa90573435a9df2b4638cacd7619ff417MD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8810https://repositorio.ufscar.br/bitstream/ufscar/17856/2/license_rdff337d95da1fce0a22c77480e5e9a7aecMD52TEXTPedroJunger_Tese_PosDefesa_FINAL.pdf.txtPedroJunger_Tese_PosDefesa_FINAL.pdf.txtExtracted texttext/plain473094https://repositorio.ufscar.br/bitstream/ufscar/17856/3/PedroJunger_Tese_PosDefesa_FINAL.pdf.txt314f46648b21b2b7f5efd285e2c2b295MD53THUMBNAILPedroJunger_Tese_PosDefesa_FINAL.pdf.jpgPedroJunger_Tese_PosDefesa_FINAL.pdf.jpgIM Thumbnailimage/jpeg15498https://repositorio.ufscar.br/bitstream/ufscar/17856/4/PedroJunger_Tese_PosDefesa_FINAL.pdf.jpg8dbcebb7e2d236ed8d280ef878d4e852MD54ufscar/178562023-09-18 18:32:36.917oai:repositorio.ufscar.br:ufscar/17856Repositório InstitucionalPUBhttps://repositorio.ufscar.br/oai/requestopendoar:43222023-09-18T18:32:36Repositório Institucional da UFSCAR - Universidade Federal de São Carlos (UFSCAR)false
dc.title.eng.fl_str_mv Ecological processes structuring the ocean microbiome across space and time
dc.title.alternative.por.fl_str_mv Processos ecológicos que estruturam o microbioma oceânico no espaço e no tempo
title Ecological processes structuring the ocean microbiome across space and time
spellingShingle Ecological processes structuring the ocean microbiome across space and time
Junger, Pedro Ciarlini
Ecologia de comunidades
Plâncton
Microbiota
Dados moleculares
Community ecology
Plankton
Microbiota
Molecular data
CIENCIAS BIOLOGICAS::ECOLOGIA
CIENCIAS BIOLOGICAS::GENETICA
CIENCIAS BIOLOGICAS::MICROBIOLOGIA
title_short Ecological processes structuring the ocean microbiome across space and time
title_full Ecological processes structuring the ocean microbiome across space and time
title_fullStr Ecological processes structuring the ocean microbiome across space and time
title_full_unstemmed Ecological processes structuring the ocean microbiome across space and time
title_sort Ecological processes structuring the ocean microbiome across space and time
author Junger, Pedro Ciarlini
author_facet Junger, Pedro Ciarlini
author_role author
dc.contributor.authorlattes.por.fl_str_mv http://lattes.cnpq.br/7103785462398029
dc.contributor.author.fl_str_mv Junger, Pedro Ciarlini
dc.contributor.advisor1.fl_str_mv Sarmento, Hugo
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/4515469289999439
dc.contributor.advisor-co1.fl_str_mv Logares, Ramiro
dc.contributor.advisor-co1Lattes.fl_str_mv http://lattes.cnpq.br/7193752932256212
dc.contributor.authorID.fl_str_mv a19bb1a8-ac11-4015-8c96-fc1ac827da48
contributor_str_mv Sarmento, Hugo
Logares, Ramiro
dc.subject.por.fl_str_mv Ecologia de comunidades
Plâncton
Microbiota
Dados moleculares
topic Ecologia de comunidades
Plâncton
Microbiota
Dados moleculares
Community ecology
Plankton
Microbiota
Molecular data
CIENCIAS BIOLOGICAS::ECOLOGIA
CIENCIAS BIOLOGICAS::GENETICA
CIENCIAS BIOLOGICAS::MICROBIOLOGIA
dc.subject.eng.fl_str_mv Community ecology
Plankton
Microbiota
Molecular data
dc.subject.cnpq.fl_str_mv CIENCIAS BIOLOGICAS::ECOLOGIA
CIENCIAS BIOLOGICAS::GENETICA
CIENCIAS BIOLOGICAS::MICROBIOLOGIA
description The marine microbiome, including prokaryotes and minute unicellular eukaryotes, stands for a great part of biodiversity and is essential for ocean food webs and global biogeochemical cycles. Yet, investigating their diversity and ecology was challenging due to sampling and methodological constraints. Modern molecular and bioinformatic tools together with recent large-scale oceanographic sampling cruises (e.g. Tara Oceans and Malaspina) have helped the scientific community to assess the ocean’s microbial diversity with an unprecedented depth of analysis. Recent studies have revealed that microbial communities display latitudinal, seasonal, and depth-related patterns. However, there is still a limited understanding of the mechanisms underlying these biogeographical patterns. In this thesis, I have applied theoretical ecology on DNA sequencing data to disentangle the main ecological processes shaping the ocean’s microbiome across space and time. To do so, I have combined molecular data from two global oceanographic cruises (Tara Oceans and Malaspina), one regional cruise (HotMix Cruise) in the Mediterranean Sea, and from microbial observatories located in different latitudes. First, I demonstrate the high impact of the Theory of Ecological Communities (Vellend 2010, 2016) on the field of microbial ecology using a scientometric approach. Second, I investigated the relative importance of ecological processes (selection, dispersal limitation and ecological drift) shaping picoplankton communities inhabiting different ocean layers. To accomplish this goal, I analyzed 16S- and 18S-rRNA-gene amplicon sequence variants (ASVs) from samples (N=688) covering the epi- (0-200 m), meso- (200-1,000 m) and bathypelagic (1,000-4,000 m) layers of the ocean. I found that the role of selection decreased with depth due to a potential decrease in habitat heterogeneity. Conversely, the relative importance of dispersal limitation increased with depth due to dispersal barriers such as the presence of segregated water masses and bottom topography. Furthermore, I found that the relative importance of selection was stronger in the temperate observatory as compared to the tropical one. Finally, I used 16S-rRNA-gene amplicons as well as metagenome assembled genomes (MAGs) and single-amplified genomes (SAGs) to explore the genomic basis of temperature selection on niche differentiation of an abundant, ubiquitous, but previously overlooked marine bacteria. Overall, this thesis elucidates the ecological processes underlying the biogeographical patterns of microbial communities of the ocean in space, time and depth.
publishDate 2023
dc.date.accessioned.fl_str_mv 2023-04-24T18:41:41Z
dc.date.available.fl_str_mv 2023-04-24T18:41:41Z
dc.date.issued.fl_str_mv 2023-03-09
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
status_str publishedVersion
dc.identifier.citation.fl_str_mv JUNGER, Pedro Ciarlini. Ecological processes structuring the ocean microbiome across space and time. 2023. Tese (Doutorado em Ecologia e Recursos Naturais) – Universidade Federal de São Carlos, São Carlos, 2023. Disponível em: https://repositorio.ufscar.br/handle/ufscar/17856.
dc.identifier.uri.fl_str_mv https://repositorio.ufscar.br/handle/ufscar/17856
identifier_str_mv JUNGER, Pedro Ciarlini. Ecological processes structuring the ocean microbiome across space and time. 2023. Tese (Doutorado em Ecologia e Recursos Naturais) – Universidade Federal de São Carlos, São Carlos, 2023. Disponível em: https://repositorio.ufscar.br/handle/ufscar/17856.
url https://repositorio.ufscar.br/handle/ufscar/17856
dc.language.iso.fl_str_mv eng
language eng
dc.relation.confidence.fl_str_mv 600
600
dc.relation.authority.fl_str_mv ae751114-d419-47be-9f17-71dc55d0c168
dc.rights.driver.fl_str_mv Attribution-NonCommercial-NoDerivs 3.0 Brazil
http://creativecommons.org/licenses/by-nc-nd/3.0/br/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Attribution-NonCommercial-NoDerivs 3.0 Brazil
http://creativecommons.org/licenses/by-nc-nd/3.0/br/
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Universidade Federal de São Carlos
Câmpus São Carlos
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Ecologia e Recursos Naturais - PPGERN
dc.publisher.initials.fl_str_mv UFSCar
publisher.none.fl_str_mv Universidade Federal de São Carlos
Câmpus São Carlos
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFSCAR
instname:Universidade Federal de São Carlos (UFSCAR)
instacron:UFSCAR
instname_str Universidade Federal de São Carlos (UFSCAR)
instacron_str UFSCAR
institution UFSCAR
reponame_str Repositório Institucional da UFSCAR
collection Repositório Institucional da UFSCAR
bitstream.url.fl_str_mv https://repositorio.ufscar.br/bitstream/ufscar/17856/1/PedroJunger_Tese_PosDefesa_FINAL.pdf
https://repositorio.ufscar.br/bitstream/ufscar/17856/2/license_rdf
https://repositorio.ufscar.br/bitstream/ufscar/17856/3/PedroJunger_Tese_PosDefesa_FINAL.pdf.txt
https://repositorio.ufscar.br/bitstream/ufscar/17856/4/PedroJunger_Tese_PosDefesa_FINAL.pdf.jpg
bitstream.checksum.fl_str_mv a90573435a9df2b4638cacd7619ff417
f337d95da1fce0a22c77480e5e9a7aec
314f46648b21b2b7f5efd285e2c2b295
8dbcebb7e2d236ed8d280ef878d4e852
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
repository.name.fl_str_mv Repositório Institucional da UFSCAR - Universidade Federal de São Carlos (UFSCAR)
repository.mail.fl_str_mv
_version_ 1802136421245386752