23 research outputs found
Selection of reference genes for expression Study in pulp and seeds of Theobroma grandiflorum (Willd. ex Spreng.) Schum
Cupuassu (Theobroma grandiflorum [Willd. ex Spreng.] Schum) is a species of high economic importance in Brazil with great potential at international level due to the multiple uses of both its seeds and pulp in the industry of sweets and cosmetics. For this reason, the cupuassu breeding program focused on the selection of genotypes with high pulp and seed quality—selection associated with the understanding of the mechanisms involved in fruit formation. Gene expression is one of the most used approaches related to such understanding. In this sense, quantitative real-time PCR (qPCR) is a powerful tool, since it rapidly and reliably quantifies gene expression levels across different experimental conditions. The analysis by qPCR and the correct interpretation of data depend on signal normalization using reference genes, i.e. genes presenting a uniform pattern of expression in the analyzed samples. Here, we selected and analyzed the expression of five genes from cupuassu (ACP, ACT, GAPDH, MDH, TUB) to be used as candidates for reference genes on pulp and seed of young, maturing and mature cupuassu fruits. The evaluation of the gene expression stability was obtained using the NormFinder, geNorm and BestKeeper programs. In general, our results indicated that the GAPDH and MDH genes constituted the best combination as reference genes to analyze the expression of cupuassu samples. To our knowledge, this is the first report of reference gene definition in cupuassu, and these results will support subsequent analysis related to gene expression studies in cupuassu plants subjected to different biotic or abiotic conditions as well as serve as a tool for diversity analysis based on pulp and seed quality. (Résumé d'auteur
Genômica funcional da interação cupuaçuzeiro (Theobroma grandiflorum) e Moniliophthora perniciosa, agente causal da vassoura de bruxa
Tese (doutorado) — Universidade de Brasília, Instituto de Ciências Biológicas, Departamento de Biologia Celular, Programa de Pós-Graduação em Biologia Molecular, 2023.O Theobroma grandiflorum é uma fruteira nativa da região amazônica e parente do cacau
(T. cacao). Possui um enorme potencial econômico devido aos seus múltiplos usos nas
indústrias alimentícia e cosmética. A cultura do cupuaçu é gravemente afetada pelo
Moniliophthora perniciosa, fungo causador da vassoura de bruxa (VB), tanto no cupuaçu
quanto no cacau. O conhecimento desse fitopatossistema é fundamental para propor
estratégias de controle e mitigação dos danos causados pela VB a essas culturas. Para
fornecer informações sobre a resistência do cupuaçu a M. perniciosa, os perfis
transcritômicos de um genótipo resistente (clone 174) e um suscetível (clone 1074) foram
analisados usando a tecnologia RNA-seq. Neste estudo, apresentamos a análise do
transcritoma de ambos os genótipos desafiados com M. perniciosa, em diferentes tempos
de exposição ao patógeno, na fase inicial da infecção. Um total de 21.441 unigenes e 440
genes diferencialmente expressos (DEGs) foram identificados entre as diferentes
condições. A análise de diferença intrínseca entre os genótipos mostrou 301 DEGs. A
alteração da expressão gênica foi observada mais precocemente no genótipo suscetível
24 horas após a inoculação (hai). No genótipo resistente, a alteração foi mais acentuada
às 48 hai. Este conjunto de dados permitiu a identificação de genes potencialmente
envolvidos nos mecanismos de defesa, entre eles: receptores de reconhecimento de
padrões (PRRs); fatores de transcrição; proteínas relacionadas à patogênese (PRs);
proteínas relacionadas ao remodelamento da parede celular; genes relacionados ao
acúmulo de espécies reativas de oxigênio (ROS) e vias de terpenos. A análise da
assinatura dos fitohormônios, em cada condição, revelou uma influência hormonal
significativa nas respostas dos genótipos. Os genótipos diferiram principalmente em
relação às respostas de auxina, citocinina, ácido salicílico e brassinosteróides. Este é o
primeiro estudo de transcriptoma em larga escala de T. grandiflorum, que além de
conhecimento sobre o processo de resistência, gerou uma lista de genes potencialmente
importantes neste processo. Três genes desta lista foram selecionados para avaliação
funcional por expressão heteróloga em tomate Micro-Tom (MT): 1) TgERF9 que codifica
para um fator de transcrição, 2) TgTPL1 que codifica para uma proteína semelhante a
taumatina e 3) TgPR10.1. As plantas transformadas, expressando o gene de interesse,
foram desafiadas com fungos fitopatogênicos hemibiotróficos (Fusarium oxysporum f.
sp. lycopersici raça 3 e Verticillium dahliae raça 2 e um fungo necrotrófico (Sclerotinia
sclerotiorum). As plantas MT_TgERF9 e MT_TgPR10.1 foram desafiadas com M. perniciosa. Além disso, foi realizado um estudo da localização de transcritos de
TgPR10.1 nos tecidos da gema apical de cupuaçuzeiro, via hibridização in situ (ISH).
Todos os patógenos foram capazes de colonizar os tecidos das plantas transformadas e
não transformadas. Contudo, apesar de ser visível o escurecimento interno do caule nas
plantas inoculadas com Verticillium e Fusarium, não foram observados sintomas de
murcha, mesmo em situação de déficit hídrico. Além disso, o crescimento das plantas e a
produção de frutos não foram alterados em função da infecção. No entanto, as plantas
transformadas com TgERF9 e TgTLP1 apresentaram uma tendência a serem menores e
menos produtivas. Os bioensaios com folhas destacadas indicam que a expressão de
TgTLP1 aumentou a suscetibilidade de MT ao fungo S. sclerotiorum. Plantas
MT_TgPR10.1 apresentaram resistência moderada a S. sclerotiorum. A expressão deste
gene em MT não afetou o desenvolvimento da VB. Entretanto, MT_TgPR10.1 apresentou
alteração na altura, indicando alteração de balanço hormonal. No que se refere a
localização dos transcritos de TgPR10.1 em cupuaçu, foi possível identificar a expressão
deste gene nos tricomas, no procâmbio, no meristema e nas células da epiderme dos
primórdios foliares. A presença destes transcritos, particularmente no procâmbio, indica
um papel desta PR no desenvolvimento e crescimento da planta, os quais são afetados por
citocininas que são reguladores centrais da atividade cambial. Considerando que no
desenvolvimento da VB, a hiperplasia e hipertrofia de tecidos são sintomas típicos da
doença, o envolvimento deste gene no processo pode ser relevante. O banco de dados
gerados pelo sequenciamento, o conhecimento gerado sobre os mecanismos de defesa nos
estágios iniciais da interação Cupuaçu - M. perniciosa e o estudo de função de genes
envolvidos nesses mecanismos podem ser recursos valiosos para análises mais profundas,
fornecendo maiores esclarecimentos sobre os mecanismos envolvidos na resistência e
suscetibilidade em cupuaçuzeiros, subsidiando o desenvolvimento de programas de
melhoramento e de estratégias de controle de VB.Theobroma grandiflorum is a fruit tree native to the Amazon region and a relative of
cacao (T. cacao). It has a huge economic potential due to its multiple uses in the food and
cosmetic industries. Cupuassu farming is seriously affected by Moniliophthora
perniciosa, a fungus that causes witches' broom disease (WBD), in cupuassu, as well as
in cacao. Knowledge about this phytopathosystem is essential for proposing strategies to
control and mitigate the damage caused by WBD to these cultures. To provide insights
into cupuassu resistance to M. perniciosa, the transcriptomic profiles of a resistant (clone
174) and a susceptible genotype (clone 1074) were analyzed using RNA-seq technology.
In this study, we present the analyses of the transcriptome of both genotypes challenged
with M. perniciosa, at different times of exposure to the pathogen, in the early stage of
infection. A total of 21,441 unigenes and 440 differentially expressed genes (DEGs) were
identified among the different conditions. The intrinsic difference analysis between the
genotypes showed 301 DEGs. Gene expression alteration was observed earlier in the
susceptible genotype at 24 hours after inoculation (hai). In the resistant one, the alteration
was more prominent at 48 hai. These data set allowed the identification of genes
potentially involved in the mechanism of defense, among them, pattern-recognition
receptors (PRRs), transcription factors, pathogenesis related proteins (PRs), proteins
related to cell wall remodelling, genes related to reactive oxygen species (ROS)
accumulation and terpene pathways. The phytohormone signature analysis revealed a
significant hormonal influence in genotypes’ responses. The genotype differed mainly
relatively to auxin, cytokinin, salicylic acid and brassinosteroids responses. This is the
first large-scale transcriptome study of T. grandiflorum, which in addition to providing
insights into the resistance process, generated a list of potentially important genes in this
process. Three genes from this list were selected for functional evaluation by heterologous
expression in Micro-Tom (MT) tomato: 1) the transcription factor TgERF9, 2) the
thaumatin-like protein (TgTLP1) and 3) TgPR10.1. The transformed plants, expressing
the gene of interest, were challenged with hemibiotrophic phytopathogenic fungi
(Fusarium oxysporum f.sp. lycopersici race 3, Verticillium dahliae race 2) and a
necrotrophic one (Sclerotinia sclerotiorum). MT_TgERF9 and MT_TgPR10.1 plants
were challenged with M. perniciosa. Furthermore, a study of the localization of TgPR10.1
transcripts in the tissues of the apical bud of cupuassu was carried out, via in situ
hybridization (ISH). All fungal species were able to colonize plant tissues, either transformed or non-transformed plants. However, despite the darkening into the stem of
plants inoculated with Verticillium and Fusarium, wilt symptoms were not observed, even
in a water deficit condition. Furthermore, plant growth and fruit production were not
affected by infection. Plants transformed with TgERF9 and TgTLP1 tended to be smaller
and less productive. The detached leaf bioassays indicate that the expression of TgTLP1
increased the susceptibility of MT to the fungus S. sclerotiorum. MT_TgPR10.1 plants
showed moderate resistance to S. sclerotiorum. Expression of this gene did not affect the
development of WBD in MT. Nonetheless, MT_TgPR10.1 presented a height increase,
indicating a change in hormonal balance. Regarding the location of the TgPR10.1
transcripts in cupuassu, it was possible to identify expression of this gene in the trichomes,
in the procambium, in the meristem, and in the cells of the epidermis of the leaf primordia.
The presence of these transcripts, particularly in the procambium, indicates a role for this
PR in plant development and growth, which are affected by cytokinins, which are central
regulators of cambial activity. Considering that in the development of witches' broom,
tissue hyperplasia and hypertrophy are typical symptoms of the disease, the involvement
of this gene in the process may be relevant. More detailed studies, such as measurements
of phytohormones concentration, RNAseq and effects on endophytic organisms are
necessary to better understand the function of these genes in the process of resistance and
susceptibility to diseases. The database generated by sequencing, the insights about the
defense mechanisms in the early stages of cupuassu- M. perniciosa interaction, and the
study of the function of genes involved in these mechanisms can be a valuable resource
for deeper analyses, which can help in the development of the cupuassu culture. These
data can be a valuable resource for deeper analyses, providing further clarification of the
mechanisms involved in resistance and susceptibility in cupuassu, supporting the
development of its breeding programs and of strategies to control WBD.Instituto de Ciências Biológicas (IB)Departamento de Biologia Celular (IB CEL)Programa de Pós-Graduação em Biologia Molecula
Cupuassu (<i>Theobroma grandiflorum</i> [Willd. ex Sprengel] Schumann) Fruit Development: Key Genes Involved in Primary Metabolism and Stress Response
Cupuassu (Theobroma grandiflorum [Willd. ex Sprengel] Schumann) seeds constitute the raw material for oil extraction and fabrication of cupulate (product similar to chocolate). However, fungal diseases such as witches’ broom caused by Moniliophthora perniciosa have interfered with the large-scale development of cupuassu plantations. Cupuassu genetic breeding programmes focus on a variety of biotechnological tools or approaches to select genes related to quality or resistance mechanisms. In this study, we used expression and interactomics analyses of preselected genes involved in fruit quality and/or resistance to better understand the molecular and physiological mechanisms associated with these plant processes. It was found that (i) resistant and susceptible cupuassu genotypes showed different pulp characteristics as well as gene expression patterns; (ii) monosaccharide and carbohydrate transport pathways were enhanced during fruit maturation; (iii) sugar accumulation participated in signal transduction associated with fruit development and stress response in maturing fruits; and (iv) maturing pulp and seeds showed increased phospholipid metabolism and translocation, as well as immune system activation. The TgSTP1, TgWRKY33, TgCZF1, and TgUBA1 genes in cupuassu and the orthologues of DIN10, CNI1, and TET8 identified by the interactomics approach may be good candidates for marker-assisted selection in breeding programmes focusing on both fruit quality and resistance/tolerance to biotic/abiotic stress
Comparative transcriptomics of cupuassu (<i>Theobroma grandiflorum</i>) offers insights into the early defense mechanism to <i>Moniliophthora perniciosa</i>, the causal agent of witches’ broom disease
Cupuassu (Theobroma grandiflorum) is a fruit tree native to the Amazon region, presenting high social and economic value. Besides, owing to its suitability for agroforestry cultivation, cupuassu is useful for the conservation of the Amazon Forest. Cupuassu plantations are severely affected by Moniliophthora perniciosa. Thus, to gain insights into resistance against M. perniciosa, transcriptomes of susceptible (SG) and resistant (RG) genotypes of cupuassu were analyzed at the early stage of infection using RNA sequencing. A total of 21,441 unigenes were identified, and differentially expressed genes were detected in intra- (440) and inter-genotype (301) analyses. Gene expression was altered at 24 h after inoculation (HAI) in SG. This alteration was prominent at 48 HAI in RG. These datasets allowed the identification of genes potentially involved in defense mechanisms. Phytohormone signature analysis revealed a significant effect of hormones on genotype responses. The present study is the first large-scale transcriptomic analysis of cupuassu.</p
Candidate reference genes, primer characteristics, and efficiency obtained by RT-qPCR.
<p>CV: coefficient of variation, F: forward; R: reverse.</p
Best reference genes obtained by the BestKeeper program.
<p>SD: standard deviation; <i>r</i>: coefficient of correlation; CV: coefficient of variation. Best reference genes are indicated in bold.</p
Expression stability of the candidate reference genes obtained with NormFinder program.
<p>Data in bold indicates the best two genes for the sample group analyzed.</p