Determinantes moleculares da diferenciação inicial do cérebro em castas de abelhas Apis mellifera

Detalhes bibliográficos
Ano de defesa: 2014
Autor(a) principal: Vieira, Joseana lattes
Orientador(a): Barchuk, Angel Roberto lattes
Banca de defesa: Oliveira, Jaqueline Carvalho De, Tanaka, Érika Donato
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Federal de Alfenas
Programa de Pós-Graduação: Programa de Pós-Graduação em Biociências Aplicada à Saúde
Departamento: Instituto de Ciências Biomédicas
País: Brasil
Palavras-chave em Português:
Área do conhecimento CNPq:
Link de acesso: https://repositorio.unifal-mg.edu.br/handle/123456789/1638
Resumo: Brain development is driven by both genetic and environmental factors. Among the latter, diet has been considered to play a key role. We have recently shown that in honeybees, queen larvae, which are fed on copious amounts of royal jelly, experience larger and faster brain development than workers. We have also shown that this differential morphogenesis is evident from the 4th larval (L4) stage on. This finding implies that a high nutritional input drives nervous system development. Recent studies have shown that the composition of royal and worker jellies differs, leading to differences in gene expression patterns. Some miRNAs are more abundant in worker jelly than in royal jelly during early larval development, suggesting a role for these small molecules in caste determination. Since there are no morphological differences between queens‘ and workers‘ brain before L4, we hypothesized that the first observed differences are molecularly promoted early in development. Herein we aimed at identifying nutritionally-responsive genes in brains of queens and workers at the 3rd larval stage. Using RNA-Seq, we identified 60 differentially expressed genes (DEG), 31 upregulated in workers and 29 in queens. Among the genes upregulated in queens, seven are known to be associated to neuronal activity: aromatic-L-amino-acid decarboxylase-like, Spatzle-2, three serine proteases (SP25, SP33 and SPH41), apolipoprotein D-like, and forked. Eight out of 31 genes upregulated in workers have functions associated to brain growth impairment or are relevant for the development of caste-specific traits: chymotrypsin inhibitor-like, chymotrypsin inhibitor, GB51989 (with a pacifastin conserved domain), three hexamerins (hex-110, -70c and -70b), cytochrome P450 9Q1 and nesprin 1 -like. In addition, twelve genes, out of the 60, are located on chromosome 15, thus suggesting co-regulation of this group of genes. Complex network analysis suggests that many of the DEG are targets of miRNAs present in the jellies and, thus, are part of a complex pathway leading to the development of the observed brain diphenism in honeybee castes
id UNIFAL_fa4a87abc4e03f7f3b3e2e33eba3df5f
oai_identifier_str oai:repositorio.unifal-mg.edu.br:123456789/1638
network_acronym_str UNIFAL
network_name_str Repositório Institucional da Universidade Federal de Alfenas - RiUnifal
repository_id_str
spelling Vieira, Joseanahttp://lattes.cnpq.br/5211025235895756Oliveira, Jaqueline Carvalho DeTanaka, Érika DonatoBarchuk, Angel Robertohttp://lattes.cnpq.br/43779574373324192020-08-13T13:06:34Z2014-05-20VIEIRA, Joseana. Determinantes moleculares da diferenciação inicial do cérebro em castas de abelhas Apis mellifera. 2020. 132 f. Dissertação (Mestrado em Biociências Aplicada à Saúde) - Universidade Federal de Alfenas, Alfenas, MG, 2020.https://repositorio.unifal-mg.edu.br/handle/123456789/1638Brain development is driven by both genetic and environmental factors. Among the latter, diet has been considered to play a key role. We have recently shown that in honeybees, queen larvae, which are fed on copious amounts of royal jelly, experience larger and faster brain development than workers. We have also shown that this differential morphogenesis is evident from the 4th larval (L4) stage on. This finding implies that a high nutritional input drives nervous system development. Recent studies have shown that the composition of royal and worker jellies differs, leading to differences in gene expression patterns. Some miRNAs are more abundant in worker jelly than in royal jelly during early larval development, suggesting a role for these small molecules in caste determination. Since there are no morphological differences between queens‘ and workers‘ brain before L4, we hypothesized that the first observed differences are molecularly promoted early in development. Herein we aimed at identifying nutritionally-responsive genes in brains of queens and workers at the 3rd larval stage. Using RNA-Seq, we identified 60 differentially expressed genes (DEG), 31 upregulated in workers and 29 in queens. Among the genes upregulated in queens, seven are known to be associated to neuronal activity: aromatic-L-amino-acid decarboxylase-like, Spatzle-2, three serine proteases (SP25, SP33 and SPH41), apolipoprotein D-like, and forked. Eight out of 31 genes upregulated in workers have functions associated to brain growth impairment or are relevant for the development of caste-specific traits: chymotrypsin inhibitor-like, chymotrypsin inhibitor, GB51989 (with a pacifastin conserved domain), three hexamerins (hex-110, -70c and -70b), cytochrome P450 9Q1 and nesprin 1 -like. In addition, twelve genes, out of the 60, are located on chromosome 15, thus suggesting co-regulation of this group of genes. Complex network analysis suggests that many of the DEG are targets of miRNAs present in the jellies and, thus, are part of a complex pathway leading to the development of the observed brain diphenism in honeybee castesO desenvolvimento do cérebro é influenciado por ambos os fatores genéticos e ambientais. Entre os últimos, a dieta tem sido considerada de um papel fundamental. Demonstramos recentemente que em abelhas, larvas de rainha, que são alimentadas com grandes quantidades de geléia real, experimentam o maior e mais rápido desenvolvimento do cérebro do que as de operárias. Também mostramos que esta morfogênese diferencial é evidente a partir do 4º estágio larval (L4). Esta constatação implica que uma grande ingestão de alimento impulsiona o desenvolvimento do sistema nervoso. Estudos recentes mostraram que a composição de geleias real e de operária diferem entre si, levando a diferenças no padrão da expressão gênica. Alguns miRNAs são mais abundantes na geléia de operárias que na geleia real durante o desenvolvimento larval inicial, sugerindo um papel para estas pequenas moléculas na determinação de castas. Como não há diferenças morfológicas entre cérebro de rainhas e operárias antes de L4, a hipótese é de que as primeiras diferenças observadas são molecularmente promovidas no início do desenvolvimento. Neste estudo temos o objetivo de identificar genes que respondem a alimentação em cérebros de rainhas e operárias na fase larval L3. Utilizando seqüenciamento de nova geração (RNA-Seq) identificamos 60 genes diferencialmente expressos (GDEs), 31 mais expressos em operárias e 29, em rainhas. Os produtos de sete transcritos super-expressos em rainhas já foram associados com atividade neuronal: aromatic-L-amino-acid decarboxylase-like, Spatzle-2, three serine proteases (SP25, SP33 and SPH41), apolipoprotein D-like, and forked. Oito dos genes super-expressos em operárias estão envolvidos na inibição de proteínas que promovem desenvolvimento cerebral ou são importantes para o desenvolvimento de características desta casta: chymotrypsin inhibitor-like, chymotrypsin inhibitor, GB51989 (domínio conservado pacifastin), três hexamerinas (hex-110, -70c e -70b) e citocromo P450 9Q1 e nesprin 1-like. Além disso, doze genes, dos 60, estão localizados no cromossomo 15, sugerindo a co-regulação deste grupo de genes. Análises da complexa rede sugere que muitos dos DEG são alvos de miRNAs presentes nas geleias, portanto, fazem parte de uma complexa via que leva ao desenvolvimento do difenismo observado no cérebro em castas de abelhas.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESapplication/pdfporUniversidade Federal de AlfenasPrograma de Pós-Graduação em Biociências Aplicada à SaúdeUNIFAL-MGBrasilInstituto de Ciências Biomédicasinfo:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-nd/4.0/Apis melliferaNeurogêneseCerebroAlimentaçãoExpressão genicaGENETICA::GENETICA ANIMALDeterminantes moleculares da diferenciação inicial do cérebro em castas de abelhas Apis melliferainfo:eu-repo/semantics/masterThesisinfo:eu-repo/semantics/publishedVersion11968508487375290116006006003116052435686332852075167498588264571reponame:Repositório Institucional da Universidade Federal de Alfenas - RiUnifalinstname:Universidade Federal de Alfenas (UNIFAL)instacron:UNIFALVieira, JoseanaLICENSElicense.txtlicense.txttext/plain; charset=utf-81987https://repositorio.unifal-mg.edu.br/bitstreams/2257b6e3-a53d-4846-bb30-f31f896d34f2/download31555718c4fc75849dd08f27935d4f6bMD51CC-LICENSElicense_urllicense_urltext/plain; charset=utf-849https://repositorio.unifal-mg.edu.br/bitstreams/2a7964f6-d972-45f6-a242-1f1075c6f908/download4afdbb8c545fd630ea7db775da747b2fMD52license_textlicense_texttext/html; charset=utf-80https://repositorio.unifal-mg.edu.br/bitstreams/f8d100b1-bc7a-401a-8fbd-ca80c049a2a3/downloadd41d8cd98f00b204e9800998ecf8427eMD53license_rdflicense_rdfapplication/rdf+xml; charset=utf-80https://repositorio.unifal-mg.edu.br/bitstreams/0a6157dd-e5fa-4d31-9dac-f268434f77c4/downloadd41d8cd98f00b204e9800998ecf8427eMD54ORIGINALDissertação de Joseana Vieira.pdfDissertação de Joseana Vieira.pdfapplication/pdf3512105https://repositorio.unifal-mg.edu.br/bitstreams/91ecaf73-6998-45ea-ae5a-776bfa2df135/downloadc0ac352ab7b398b2a70ba1bd5a8795d1MD55TEXTDissertação de Joseana Vieira.pdf.txtDissertação de Joseana Vieira.pdf.txtExtracted texttext/plain102576https://repositorio.unifal-mg.edu.br/bitstreams/d3292727-118b-4d5c-8499-a8724e7b74d7/download9633d4ddf811979b6a6206d228952f50MD510THUMBNAILDissertação de Joseana Vieira.pdf.jpgDissertação de Joseana Vieira.pdf.jpgGenerated Thumbnailimage/jpeg2318https://repositorio.unifal-mg.edu.br/bitstreams/38d8b5e6-2749-4e9a-be75-a957cb9c0930/download8445ff9d477b6f54afc345263063de42MD59123456789/16382026-01-07 14:25:17.94http://creativecommons.org/licenses/by-nc-nd/4.0/open.accessoai:repositorio.unifal-mg.edu.br:123456789/1638https://repositorio.unifal-mg.edu.brRepositório InstitucionalPUBhttps://bdtd.unifal-mg.edu.br:8443/oai/requestrepositorio@unifal-mg.edu.bropendoar:2026-01-07T17:25:17Repositório Institucional da Universidade Federal de Alfenas - RiUnifal - Universidade Federal de Alfenas (UNIFAL)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
dc.title.pt-BR.fl_str_mv Determinantes moleculares da diferenciação inicial do cérebro em castas de abelhas Apis mellifera
title Determinantes moleculares da diferenciação inicial do cérebro em castas de abelhas Apis mellifera
spellingShingle Determinantes moleculares da diferenciação inicial do cérebro em castas de abelhas Apis mellifera
Vieira, Joseana
Apis mellifera
Neurogênese
Cerebro
Alimentação
Expressão genica
GENETICA::GENETICA ANIMAL
title_short Determinantes moleculares da diferenciação inicial do cérebro em castas de abelhas Apis mellifera
title_full Determinantes moleculares da diferenciação inicial do cérebro em castas de abelhas Apis mellifera
title_fullStr Determinantes moleculares da diferenciação inicial do cérebro em castas de abelhas Apis mellifera
title_full_unstemmed Determinantes moleculares da diferenciação inicial do cérebro em castas de abelhas Apis mellifera
title_sort Determinantes moleculares da diferenciação inicial do cérebro em castas de abelhas Apis mellifera
author Vieira, Joseana
author_facet Vieira, Joseana
author_role author
dc.contributor.author.fl_str_mv Vieira, Joseana
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/5211025235895756
dc.contributor.referee1.fl_str_mv Oliveira, Jaqueline Carvalho De
dc.contributor.referee2.fl_str_mv Tanaka, Érika Donato
dc.contributor.advisor1.fl_str_mv Barchuk, Angel Roberto
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/4377957437332419
contributor_str_mv Oliveira, Jaqueline Carvalho De
Tanaka, Érika Donato
Barchuk, Angel Roberto
dc.subject.por.fl_str_mv Apis mellifera
Neurogênese
Cerebro
Alimentação
Expressão genica
topic Apis mellifera
Neurogênese
Cerebro
Alimentação
Expressão genica
GENETICA::GENETICA ANIMAL
dc.subject.cnpq.fl_str_mv GENETICA::GENETICA ANIMAL
description Brain development is driven by both genetic and environmental factors. Among the latter, diet has been considered to play a key role. We have recently shown that in honeybees, queen larvae, which are fed on copious amounts of royal jelly, experience larger and faster brain development than workers. We have also shown that this differential morphogenesis is evident from the 4th larval (L4) stage on. This finding implies that a high nutritional input drives nervous system development. Recent studies have shown that the composition of royal and worker jellies differs, leading to differences in gene expression patterns. Some miRNAs are more abundant in worker jelly than in royal jelly during early larval development, suggesting a role for these small molecules in caste determination. Since there are no morphological differences between queens‘ and workers‘ brain before L4, we hypothesized that the first observed differences are molecularly promoted early in development. Herein we aimed at identifying nutritionally-responsive genes in brains of queens and workers at the 3rd larval stage. Using RNA-Seq, we identified 60 differentially expressed genes (DEG), 31 upregulated in workers and 29 in queens. Among the genes upregulated in queens, seven are known to be associated to neuronal activity: aromatic-L-amino-acid decarboxylase-like, Spatzle-2, three serine proteases (SP25, SP33 and SPH41), apolipoprotein D-like, and forked. Eight out of 31 genes upregulated in workers have functions associated to brain growth impairment or are relevant for the development of caste-specific traits: chymotrypsin inhibitor-like, chymotrypsin inhibitor, GB51989 (with a pacifastin conserved domain), three hexamerins (hex-110, -70c and -70b), cytochrome P450 9Q1 and nesprin 1 -like. In addition, twelve genes, out of the 60, are located on chromosome 15, thus suggesting co-regulation of this group of genes. Complex network analysis suggests that many of the DEG are targets of miRNAs present in the jellies and, thus, are part of a complex pathway leading to the development of the observed brain diphenism in honeybee castes
publishDate 2014
dc.date.issued.fl_str_mv 2014-05-20
dc.date.accessioned.fl_str_mv 2020-08-13T13:06:34Z
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format masterThesis
status_str publishedVersion
dc.identifier.citation.fl_str_mv VIEIRA, Joseana. Determinantes moleculares da diferenciação inicial do cérebro em castas de abelhas Apis mellifera. 2020. 132 f. Dissertação (Mestrado em Biociências Aplicada à Saúde) - Universidade Federal de Alfenas, Alfenas, MG, 2020.
dc.identifier.uri.fl_str_mv https://repositorio.unifal-mg.edu.br/handle/123456789/1638
identifier_str_mv VIEIRA, Joseana. Determinantes moleculares da diferenciação inicial do cérebro em castas de abelhas Apis mellifera. 2020. 132 f. Dissertação (Mestrado em Biociências Aplicada à Saúde) - Universidade Federal de Alfenas, Alfenas, MG, 2020.
url https://repositorio.unifal-mg.edu.br/handle/123456789/1638
dc.language.iso.fl_str_mv por
language por
dc.relation.department.fl_str_mv 1196850848737529011
dc.relation.confidence.fl_str_mv 600
600
600
dc.relation.cnpq.fl_str_mv 311605243568633285
dc.relation.sponsorship.fl_str_mv 2075167498588264571
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
http://creativecommons.org/licenses/by-nc-nd/4.0/
eu_rights_str_mv openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-nd/4.0/
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Alfenas
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Biociências Aplicada à Saúde
dc.publisher.initials.fl_str_mv UNIFAL-MG
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Instituto de Ciências Biomédicas
publisher.none.fl_str_mv Universidade Federal de Alfenas
dc.source.none.fl_str_mv reponame:Repositório Institucional da Universidade Federal de Alfenas - RiUnifal
instname:Universidade Federal de Alfenas (UNIFAL)
instacron:UNIFAL
instname_str Universidade Federal de Alfenas (UNIFAL)
instacron_str UNIFAL
institution UNIFAL
reponame_str Repositório Institucional da Universidade Federal de Alfenas - RiUnifal
collection Repositório Institucional da Universidade Federal de Alfenas - RiUnifal
bitstream.url.fl_str_mv https://repositorio.unifal-mg.edu.br/bitstreams/2257b6e3-a53d-4846-bb30-f31f896d34f2/download
https://repositorio.unifal-mg.edu.br/bitstreams/2a7964f6-d972-45f6-a242-1f1075c6f908/download
https://repositorio.unifal-mg.edu.br/bitstreams/f8d100b1-bc7a-401a-8fbd-ca80c049a2a3/download
https://repositorio.unifal-mg.edu.br/bitstreams/0a6157dd-e5fa-4d31-9dac-f268434f77c4/download
https://repositorio.unifal-mg.edu.br/bitstreams/91ecaf73-6998-45ea-ae5a-776bfa2df135/download
https://repositorio.unifal-mg.edu.br/bitstreams/d3292727-118b-4d5c-8499-a8724e7b74d7/download
https://repositorio.unifal-mg.edu.br/bitstreams/38d8b5e6-2749-4e9a-be75-a957cb9c0930/download
bitstream.checksum.fl_str_mv 31555718c4fc75849dd08f27935d4f6b
4afdbb8c545fd630ea7db775da747b2f
d41d8cd98f00b204e9800998ecf8427e
d41d8cd98f00b204e9800998ecf8427e
c0ac352ab7b398b2a70ba1bd5a8795d1
9633d4ddf811979b6a6206d228952f50
8445ff9d477b6f54afc345263063de42
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
MD5
MD5
MD5
repository.name.fl_str_mv Repositório Institucional da Universidade Federal de Alfenas - RiUnifal - Universidade Federal de Alfenas (UNIFAL)
repository.mail.fl_str_mv repositorio@unifal-mg.edu.br
_version_ 1859830869805498368