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Gardenia jasminoides Ellis is a Chinese herbal medicine with medicinal and economic value, but its mechanism of response to waterlogging stress remains unclear. In this study, the "double pots method" was used to simulate the waterlogging stress of Gardenia jasminoides Ellis to explore its physiological and transcriptomic response mechanism. We found no significant damage to Gardenia jasminoides Ellis membrane lipid during stress. POD played a vital antioxidant role, KEGG enrichment showed that secondary metabolites such as flavonoids might also play an antioxidant role, and PRO played a significant osmotic adjustment. Endogenous hormones regulate the Gardenia jasminoides Ellis's growth and development and play a role in signal transduction. Among them, light waterlogging stress is delayed. At the same time, there were 19631, 23693, and 15045 differentially expressed genes on the 5th, 10d, and 15d of Gardenia jasminoides Ellis under waterlogging stress. These genes were closely associated with the proteasome, endopeptidase, ribosome, MAPK signal transduction, and endogenous hormone signal transduction, plant-pathogen interaction and phenylpropanoid biosynthesis and other physiological and metabolic pathways, which regulate the turnover and transportation of protein, the reinforcement and adhesion of cell walls, the induction of stomatal closure, allergic reactions, defense reactions, leaf movements and others. It also can absorb ultraviolet rays to reduce the generation of oxygen free radicals, change the way of energy utilization and adjust the osmotic pressure of plant cells.

Gardenia jasminoides Ellis é um fitoterápico chinês com valor medicinal e econômico, mas seu mecanismo de resposta ao estresse hídrico permanece obscuro. Neste estudo, o "método de potes duplos" foi usado para simular o estresse hídrico de G. jasminoides Ellis e explorar seu mecanismo de resposta fisiológica e transcriptômica. Não encontramos danos significativos aos lipídios da membrana de G. jasminoides Ellis durante o estresse. POD desempenhou um papel antioxidante vital, o enriquecimento KEGG mostrou que metabólitos secundários, como flavonoides, também podem desempenhar um papel antioxidante e PRO desempenhou um ajuste osmótico significativo. Os hormônios endógenos regulam o crescimento e o desenvolvimento de G. jasminoides Ellis e desempenham um papel na transdução de sinal. Entre eles, o estresse hídrico leve é ​​retardado. Ao mesmo tempo, havia 19631, 23693 e 15045 genes diferencialmente expressos de G. jasminoides Ellis nos dias 5, 10 e 15 sob estresse hídrico. Esses genes foram intimamente associados ao proteassoma, endopeptidase, ribossomo, transdução de sinal MAPK e transdução de sinal de hormônio endógeno, interação planta-patógeno e biossíntese de fenilpropanoides e outras vias fisiológicas e metabólicas, que regulam o turnover e transporte de proteínas, o reforço e adesão das paredes celulares, a indução do fechamento estomático, reações alérgicas, reações de defesa, movimentos foliares, entre outros. Também podem absorver os raios ultravioleta para reduzir a geração de radicais livres de oxigênio, alterar a forma de utilização da energia e ajustar a pressão osmótica das células vegetais.

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The use of a new bioinformatics pipeline allowed the identification of deregulated transcription factors (TFs) coexpressed in lung cancer that could become biomarkers of tumor establishment and progression. A gene regulatory network (GRN) of lung cancer was created with the normalized gene expression levels of differentially expressed genes (DEGs) from the microarray dataset GSE19804. Moreover, coregulatory and transcriptional regulatory network (TRN) analyses were performed for the main regulators identified in the GRN analysis. The gene targets and binding motifs of all potentially implicated regulators were identified in the TRN and with multiple alignments of the TFs' target gene sequences. Six transcription factors (E2F3, FHL2, ETS1, KAT6B, TWIST1, and RUNX2) were identified in the GRN as essential regulators of gene expression in non-small-cell lung cancer (NSCLC) and related to the lung tumoral process. Our findings indicate that RUNX2 could be an important regulator of the lung cancer GRN through the formation of coregulatory complexes with other TFs related to the establishment and progression of lung cancer. Therefore, RUNX2 could become an essential biomarker for developing diagnostic tools and specific treatments against tumoral diseases in the lung after the experimental validation of its regulatory function.

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The bioinformatic pipeline previously developed in our research laboratory is used to identify potential general and specific deregulated tumor genes and transcription factors related to the establishment and progression of tumoral diseases, now comparing lung cancer with other two types of cancer. Twenty microarray datasets were selected and analyzed separately to identify hub differentiated expressed genes and compared to identify all the deregulated genes and transcription factors in common between the three types of cancer and those unique to lung cancer. The winning DEGs analysis allowed to identify an important number of TFs deregulated in the majority of microarray datasets, which can become key biomarkers of general tumors and specific to lung cancer. A coexpression network was constructed for every dataset with all deregulated genes associated with lung cancer, according to DAVID's tool enrichment analysis, and transcription factors capable of regulating them, according to oPOSSUM´s tool. Several genes and transcription factors are coexpressed in the networks, suggesting that they could be related to the establishment or progression of the tumoral pathology in any tissue and specifically in the lung. The comparison of the coexpression networks of lung cancer and other types of cancer allowed the identification of common connectivity patterns with deregulated genes and transcription factors correlated to important tumoral processes and signaling pathways that have not been studied yet to experimentally validate their role in lung cancer. The Kaplan-Meier estimator determined the association of thirteen deregulated top winning transcription factors with the survival of lung cancer patients. The coregulatory analysis identified two top winning transcription factors networks related to the regulatory control of gene expression in lung and breast cancer. Our transcriptomic analysis suggests that cancer has an important coregulatory network of transcription factors related to the acquisition of the hallmarks of cancer. Moreover, lung cancer has a group of genes and transcription factors unique to pulmonary tissue that are coexpressed during tumorigenesis and must be studied experimentally to fully understand their role in the pathogenesis within its very complex transcriptomic scenario. Therefore, the downstream bioinformatic analysis developed was able to identify a coregulatory metafirm of cancer in general and specific to lung cancer taking into account the great heterogeneity of the tumoral process at cellular and population levels.

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The appearance of multi-resistant strains has contributed to reintroducing polymyxin as the last-line therapy. Although polymyxin resistance is based on bacterial envelope changes, other resistance mechanisms are being reported. Outer membrane vesicles (OMVs) are nanosized proteoliposomes secreted from the outer membrane of Gram-negative bacteria. In some bacteria, OMVs have shown to provide resistance to diverse antimicrobial agents either by sequestering and/or expelling the harmful agent from the bacterial envelope. Nevertheless, the participation of OMVs in polymyxin resistance has not yet been explored in S. Typhi, and neither OMVs derived from hypervesiculating mutants. In this work, we explored whether OMVs produced by the hypervesiculating strains Salmonella Typhi ΔrfaE (LPS synthesis), ΔtolR (bacterial envelope) and ΔdegS (misfolded proteins and σ E activation) exhibit protective properties against polymyxin B. We found that the OMVs extracted from S. Typhi ΔtolR and ΔdegS protect S. Typhi WT from polymyxin B in a concentration-depending manner. By contrast, the protective effect exerted by OMVs from S. Typhi WT and S. Typhi ΔrfaE is much lower. This effect is achieved by the sequestration of polymyxin B, as assessed by the more positive Zeta potential of OMVs with polymyxin B and the diminished antibiotic's availability when coincubated with OMVs. We also found that S. Typhi ΔtolR exhibited an increased MIC of polymyxin B. Finally, we determined that S. Typhi ΔtolR and S. Typhi ΔdegS, at a lesser level, can functionally and transiently transfer the OMV-mediated polymyxin B resistance to susceptible bacteria in cocultures. This work shows that mutants in genes related to OMVs biogenesis can release vesicles with improved abilities to protect bacteria against membrane-active agents. Since mutations affecting OMV biogenesis can involve the bacterial envelope, mutants with increased resistance to membrane-acting agents that, in turn, produce protective OMVs with a high vesiculation rate (e.g., S. Typhi ΔtolR) can arise. Such mutants can functionally transfer the resistance to surrounding bacteria via OMVs, diminishing the effective concentration of the antimicrobial agent and potentially favoring the selection of spontaneous resistant strains in the environment. This phenomenon might be considered the source for the emergence of polymyxin resistance in an entire bacterial community.

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Key Message A resistant E. grandis genotype showed a constitutive overexpression of genes related to resistance to myrtle rust caused by A. psidii. Abstract Myrtle rust caused by Austropuccinia psidii is considered one of the most important fungal diseases affecting Eucalyptus spp. plantations in Brazil. Although the selection and planting of resistant eucalypt genotypes have been the major strategies to manage the disease in Brazil, the molecular mechanisms involved in resistance are still unclear. In this study, we evaluated the gene expression profile of two contrasting Eucalyptus grandis genotypes in resistance level to rust by RNA-Seq. The two genotypes showed a very different background gene expression level even without A. psidii infection. The resistant genotype had a constitutive overexpression of a large number of protein-coding genes compared to the susceptible genotype. These genes were mainly associated with signal transduction, photosynthesis, regulation and response to salicylic acid (SA), and protein kinase leucine-rich receptors (PK-LRR). PK-LRR and SA mediated disease resistance are well known to be effective against obligate biotroph pathogens, such as A. psidii. In addition, at 24 h after infection, the susceptible genotype was able to activate some response, however, several resistance-related proteins had their expression level reduced with A. psidii infection. Here, we present the first analysis of E. grandis genotypes transcriptomes infected by A. psidii and it reveals a constitutive overexpression of several resistance-related genes in the resistant genotype compared to the susceptible one. Our findings have the potential to be used as candidate molecular markers for resistance to myrtle rust.

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Background: Epidemiological and clinical evidence points cancer comorbidity with pulmonary chronic disease. The acquisition of some hallmarks of cancer by cells affected with lung pathologies as a cell adaptive mechanism to a shear stress, suggests that could be associated with the establishment of tumoral processes. Objective: To propose a bioinformatic pipeline for the identification of all deregulated genes and the transcriptional regulators (TFs) that are coexpressed during lung cancer establishment, and therefore could be important for the acquisition of the hallmarks of cancer. Methods: Ten microarray datasets (six of lung cancer, four of lung diseases) comparing normal and diseases-related lung tissue were selected to identify hub differentiated expressed genes (DEGs) in common between lung pathologies and lung cancer, along with transcriptional regulators through the utilization of specialized libraries from R language. DAVID bioinformatics tool for gene enrichment analyses was used to identify genes with experimental evidence associated to tumoral processes and signaling pathways. Coexpression networks of DEGs and TFs in lung cancer establishment were created with Coexnet library, and a survival analysis of the main hub genes was made. Results: Two hundred ten DEGs were identified in common between lung cancer and other lung diseases related to the acquisition of tumoral characteristics, which are coexpressed in a lung cancer network with TFs, suggesting that could be related to the establishment of the tumoral pathology in lung. The comparison of the coexpression networks of lung cancer and other lung diseases allowed the identification of common connectivity patterns (CCPs) with DEGs and TFs correlated to important tumoral processes and signaling pathways, that haven´t been studied to experimentally validate their role in the early stages of lung cancer. Some of the TFs identified showed a correlation between its expression levels and the survival of lung cancer patients. Conclusion: Our findings indicate that lung diseases share genes with lung cancer which are coexpressed in lung cancer, and might be able to explain the epidemiological observations that point to direct and inverse comorbid associations between some chronic lung diseases and lung cancer and represent a complex transcriptomic scenario.

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BACKGROUND: Common buckwheat (Fagopyrum esculentum) is an important staple food crop in southwest China, where drought stress is one of the largest limiting factors that lead to decreased crop production. To reveal the molecular mechanism of common buckwheat in response to drought stress, we performed a comprehensive transcriptomics study to evaluate gene expression profiles of common buckwheat during PEG-mediated drought treatment. RESULTS: In total, 45 million clean reads were assembled into 53,404 unigenes with an average length of 749 bp and N50 length of 1296 bp. A total of 1329 differentially expressed genes (DEGs) were identified by comparing wellwatered and drought-treated plants, out of which 666 were upregulated and 663 were downregulated. Furthermore, we defined the functional characteristics of DEGs using GO and KEGG classifications. GO enrichment analysis showed that the DEGs were significantly overrepresented in four categories, namely, "oxidoreductase activity," "oxidation­reduction process," "xyloglucan:xyloglucosyl transferase activity," and "apoplast." Using KEGG pathway analysis, a large number of annotated genes were overrepresented in terms such as "plant hormone signal transduction," "phenylpropanoid biosynthesis," "photosynthesis," and "carbon metabolism." Conclusions: These results can be further exploited to investigate the molecular mechanism of common buckwheat in response to drought treatment and could supply with valuable molecular sources for abiotic-tolerant elite breeding programs in the future.

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Abstract Synthetic polyploids are key breeding materials for watermelon. Compared with diploid watermelon, the tetraploid watermelon often exhibit wide phenotypic differences and differential gene expression. Digital gene expression (DGE) profile technique was performed in this study to present gene expression patterns in an autotetraploid and its progenitor diploid watermelon, and deferentially expressed genes (DEGs) related to the abiotic and biotic stress were also addressed. Altogether, 4,985 DEGs were obtained in the autotetraploid against its progenitor diploid, and 66.02% DEGs is up-regulated. GO analysis shows that these DEGs mainly distributed in 'metabolic process', 'cell' and 'catalytic activity'. KEGG analysis revealed that these DEGs mainly cover 'metabolic pathways', 'secondary metabolites' and 'ribosome'. Moreover, 134 tolerance related DEGs were identified which cover osmotic adjustment substance, protective enzymes/protein, signaling proteins and pathogenesis-related proteins. This study present the differential expression of stress related genes and global gene expression patterns at background level in autotetraploid watermelons. These new evidences could supplement the molecular theoretical basis for the better resistance after the genome doubling in the gourd family.

Resumo Poliploides sintéticos são materias fundamentais para melhoramento genético da melancia. Comparativamente ao seu homólogo diploide, a melancia tetraploide apresenta amplas diferenças genotípica e fenotípica e diferença de expressão gênica. A expressão gênica digital ou DGE (digital gene expression) foi utilizada neste estudo para representar o perfil de expressão gênica da melancia autotetraploide e seu progenitor diploide e a expressão diferencial de genes relacionados ao estresse biótico e abiótico. Os resultados mostraram que 4.985 DEGs foram observados no organismo autotetraploide, sendo que, deste total, 66.02%foram supra-regulados. A análise de ontologia gênica (GO) mostrou que estes DEGs estão relacionados principalmente com processos metabólicas, célula e atividade catalítica, abrangendo de acordo com a análise de genes e genoma (KEGG) rotas metabólicas, metabolismo secundário e ribossomos. Além disso, 134 genes de defesa foram identificados, abrangendo substâncias de ajuste osmótico, enzimas/proteínas de proteção, proteínas sinalizadoras e proteínas relacionadas à patogênese. Este estudo mostrou a expressão diferencial de genes relacionados ao estresse e o perfil global de expressão gênica de melancia autotetraploide, estes resultados podem complementar, a nível molecular, o entendimento do fator resistência após a duplicação do genoma em cucurbitáceas.

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BACKGROUND: Fava beans (FBs) have long been used as food, and their principal disadvantage is derived from their haemotoxicity. We hypothesized that FB ingestion alters the intestinal gene expression pattern, thereby inducing an immune response. RESULTS: In-depth sequence analysis identified 769 differentially expressed genes (DEGs) associated with the intestine in FB-treated DBA/1 mouse intestines. The identified genes were shown to be associated with biological processes (such as response to stimulus and immune system processes), human disease pathways (such as infectious diseases, endocrine and metabolic diseases, and immune diseases), and organismal system pathways (such as the digestive system, endocrine system, environmental adaptation, and immune system). Moreover, plasma total immunoglobulin E (IgE), histamine, interleukin (IL)-4 and IL-13 levels were significantly increased when the mice were treated with FBs. CONCLUSIONS: These results demonstrated that FBs affect the intestinal immune response and IgE and cytokine secretion in DBA/1 mice.

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Outer membrane vesicles (OMVs) are nano-sized proteoliposomes discharged from the cell envelope of Gram-negative bacteria. OMVs normally contain toxins, enzymes and other factors, and are used as vehicles in a process that has been considered a generalized, evolutionarily conserved delivery system among bacteria. Furthermore, OMVs can be used in biotechnological applications that require delivery of biomolecules, such as vaccines, remarking the importance of their study. Although it is known that Salmonella enterica serovar Typhi (S. Typhi), the etiological agent of typhoid fever in humans, delivers toxins (e.g., HlyE) via OMVs, there are no reports identifying genetic determinants of the OMV biogenesis in this serovar. In the present work, and with the aim to identify genes participating in OMV biogenesis in S. Typhi, we screened 15,000 random insertion mutants for increased HlyE secretion. We found 9 S. Typhi genes (generically called zzz genes) determining an increased HlyE secretion that were also involved in OMV biogenesis. The genes corresponded to ompA, nlpI, and tolR (envelope stability), rfaE and waaC (LPS synthesis), yipP (envC), mrcB (synthesis and remodeling of peptidoglycan), degS (stress sensor serine endopeptidase) and hns (global transcriptional regulator). We found that S. Typhi Δzzz mutants were prone to secrete periplasmic, functional proteins with a relatively good envelope integrity. In addition, we showed that zzz genes participate in OMV biogenesis, modulating different properties such as OMV size distribution, OMV yield and OMV protein cargo.

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BACKGROUND: Fava beans (FBs) have long been used as food, and their principal disadvantage is derived from their haemotoxicity. We hypothesized that FB ingestion alters the intestinal gene expression pattern, thereby inducing an immune response. RESULTS: In-depth sequence analysis identified 769 differentially expressed genes (DEGs) associated with the intestine in FB-treated DBA/1 mouse intestines. The identified genes were shown to be associated with biological processes (such as response to stimulus and immune system processes), human disease pathways (such as infectious diseases, endocrine and metabolic diseases, and immune diseases), and organismal system pathways (such as the digestive system, endocrine system, environmental adaptation, and immune system). Moreover, plasma total immunoglobulin E (IgE), histamine, interleukin (IL)-4 and IL-13 levels were significantly increased when the mice were treated with FBs. CONCLUSIONS: These results demonstrated that FBs affect the intestinal immune response and IgE and cytokine secretion in DBA/1 mice.

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Synthetic polyploids are key breeding materials for watermelon. Compared with diploid watermelon, the tetraploid watermelon often exhibit wide phenotypic differences and differential gene expression. Digital gene expression (DGE) profile technique was performed in this study to present gene expression patterns in an autotetraploid and its progenitor diploid watermelon, and deferentially expressed genes (DEGs) related to the abiotic and biotic stress were also addressed. Altogether, 4,985 DEGs were obtained in the autotetraploid against its progenitor diploid, and 66.02% DEGs is up-regulated. GO analysis shows that these DEGs mainly distributed in metabolic process, cell and catalytic activity. KEGG analysis revealed that these DEGs mainly cover metabolic pathways, secondary metabolites and ribosome. Moreover, 134 tolerance related DEGs were identified which cover osmotic adjustment substance, protective enzymes/protein, signaling proteins and pathogenesis-related proteins. This study present the differential expression of stress related genes and global gene expression patterns at background level in autotetraploid watermelons. These new evidences could supplement the molecular theoretical basis for the better resistance after the genome doubling in the gourd family.(AU)

Poliploides sintéticos são materias fundamentais para melhoramento genético da melancia. Comparativamente ao seu homólogo diploide, a melancia tetraploide apresenta amplas diferenças genotípica e fenotípica e diferença de expressão gênica. A expressão gênica digital ou DGE (digital gene expression) foi utilizada neste estudo para representar o perfil de expressão gênica da melancia autotetraploide e seu progenitor diploide e a expressão diferencial de genes relacionados ao estresse biótico e abiótico. Os resultados mostraram que 4.985 DEGs foram observados no organismo autotetraploide, sendo que, deste total, 66.02%foram supra-regulados. A análise de ontologia gênica (GO) mostrou que estes DEGs estão relacionados principalmente com processos metabólicas, célula e atividade catalítica, abrangendo de acordo com a análise de genes e genoma (KEGG) rotas metabólicas, metabolismo secundário e ribossomos. Além disso, 134 genes de defesa foram identificados, abrangendo substâncias de ajuste osmótico, enzimas/proteínas de proteção, proteínas sinalizadoras e proteínas relacionadas à patogênese. Este estudo mostrou a expressão diferencial de genes relacionados ao estresse e o perfil global de expressão gênica de melancia autotetraploide, estes resultados podem complementar, a nível molecular, o entendimento do fator resistência após a duplicação do genoma em cucurbitáceas.(AU)

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Abstract Synthetic polyploids are key breeding materials for watermelon. Compared with diploid watermelon, the tetraploid watermelon often exhibit wide phenotypic differences and differential gene expression. Digital gene expression (DGE) profile technique was performed in this study to present gene expression patterns in an autotetraploid and its progenitor diploid watermelon, and deferentially expressed genes (DEGs) related to the abiotic and biotic stress were also addressed. Altogether, 4,985 DEGs were obtained in the autotetraploid against its progenitor diploid, and 66.02% DEGs is up-regulated. GO analysis shows that these DEGs mainly distributed in metabolic process, cell and catalytic activity. KEGG analysis revealed that these DEGs mainly cover metabolic pathways, secondary metabolites and ribosome. Moreover, 134 tolerance related DEGs were identified which cover osmotic adjustment substance, protective enzymes/protein, signaling proteins and pathogenesis-related proteins. This study present the differential expression of stress related genes and global gene expression patterns at background level in autotetraploid watermelons. These new evidences could supplement the molecular theoretical basis for the better resistance after the genome doubling in the gourd family.

Resumo Poliploides sintéticos são materias fundamentais para melhoramento genético da melancia. Comparativamente ao seu homólogo diploide, a melancia tetraploide apresenta amplas diferenças genotípica e fenotípica e diferença de expressão gênica. A expressão gênica digital ou DGE (digital gene expression) foi utilizada neste estudo para representar o perfil de expressão gênica da melancia autotetraploide e seu progenitor diploide e a expressão diferencial de genes relacionados ao estresse biótico e abiótico. Os resultados mostraram que 4.985 DEGs foram observados no organismo autotetraploide, sendo que, deste total, 66.02%foram supra-regulados. A análise de ontologia gênica (GO) mostrou que estes DEGs estão relacionados principalmente com processos metabólicas, célula e atividade catalítica, abrangendo de acordo com a análise de genes e genoma (KEGG) rotas metabólicas, metabolismo secundário e ribossomos. Além disso, 134 genes de defesa foram identificados, abrangendo substâncias de ajuste osmótico, enzimas/proteínas de proteção, proteínas sinalizadoras e proteínas relacionadas à patogênese. Este estudo mostrou a expressão diferencial de genes relacionados ao estresse e o perfil global de expressão gênica de melancia autotetraploide, estes resultados podem complementar, a nível molecular, o entendimento do fator resistência após a duplicação do genoma em cucurbitáceas.

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Abstract Synthetic polyploids are key breeding materials for watermelon. Compared with diploid watermelon, the tetraploid watermelon often exhibit wide phenotypic differences and differential gene expression. Digital gene expression (DGE) profile technique was performed in this study to present gene expression patterns in an autotetraploid and its progenitor diploid watermelon, and deferentially expressed genes (DEGs) related to the abiotic and biotic stress were also addressed. Altogether, 4,985 DEGs were obtained in the autotetraploid against its progenitor diploid, and 66.02% DEGs is up-regulated. GO analysis shows that these DEGs mainly distributed in metabolic process, cell and catalytic activity. KEGG analysis revealed that these DEGs mainly cover metabolic pathways, secondary metabolites and ribosome. Moreover, 134 tolerance related DEGs were identified which cover osmotic adjustment substance, protective enzymes/protein, signaling proteins and pathogenesis-related proteins. This study present the differential expression of stress related genes and global gene expression patterns at background level in autotetraploid watermelons. These new evidences could supplement the molecular theoretical basis for the better resistance after the genome doubling in the gourd family.

Resumo Poliploides sintéticos são materias fundamentais para melhoramento genético da melancia. Comparativamente ao seu homólogo diploide, a melancia tetraploide apresenta amplas diferenças genotípica e fenotípica e diferença de expressão gênica. A expressão gênica digital ou DGE (digital gene expression) foi utilizada neste estudo para representar o perfil de expressão gênica da melancia autotetraploide e seu progenitor diploide e a expressão diferencial de genes relacionados ao estresse biótico e abiótico. Os resultados mostraram que 4.985 DEGs foram observados no organismo autotetraploide, sendo que, deste total, 66.02%foram supra-regulados. A análise de ontologia gênica (GO) mostrou que estes DEGs estão relacionados principalmente com processos metabólicas, célula e atividade catalítica, abrangendo de acordo com a análise de genes e genoma (KEGG) rotas metabólicas, metabolismo secundário e ribossomos. Além disso, 134 genes de defesa foram identificados, abrangendo substâncias de ajuste osmótico, enzimas/proteínas de proteção, proteínas sinalizadoras e proteínas relacionadas à patogênese. Este estudo mostrou a expressão diferencial de genes relacionados ao estresse e o perfil global de expressão gênica de melancia autotetraploide, estes resultados podem complementar, a nível molecular, o entendimento do fator resistência após a duplicação do genoma em cucurbitáceas.