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1.
Theor Appl Genet ; 137(6): 144, 2024 May 29.
Article in English | MEDLINE | ID: mdl-38809285

ABSTRACT

KEY MESSAGE: A wild melon reference genome elucidates the genomic basis of fruit acidity domestication. Structural variants (SVs) have been reported to impose major effects on agronomic traits, representing a significant contributor to crop domestication. However, the landscape of SVs between wild and cultivated melons is elusive and how SVs have contributed to melon domestication remains largely unexplored. Here, we report a 379-Mb chromosome-scale genome of a wild progenitor melon accession "P84", with a contig N50 of 14.9 Mb. Genome comparison identifies 10,589 SVs between P84 and four cultivated melons with 6937 not characterized in previously analysis of 25 melon genome sequences. Furthermore, the population-scale genotyping of these SVs was determined in 1175 accessions, and 18 GWAS signals including fruit acidity, fruit length, fruit weight, fruit color and sex determination were detected. Based on these genotyped SVs, we identified 3317 highly diverged SVs between wild and cultivated melons, which could be the potential SVs associated with domestication-related traits. Furthermore, we identify novel SVs affecting fruit acidity and proposed the diverged evolutionary trajectories of CmPH, a key regulator of melon fruit acidity, during domestication and selection of different populations. These results will offer valuable resources for genomic studies and genetic improvement in melon.


Subject(s)
Cucurbitaceae , Domestication , Fruit , Genome, Plant , Cucurbitaceae/genetics , Cucurbitaceae/growth & development , Fruit/genetics , Fruit/growth & development , Phenotype , Genotype , Quantitative Trait Loci , Genomic Structural Variation , Genes, Plant
2.
Science ; 378(6619): 543-549, 2022 11 04.
Article in English | MEDLINE | ID: mdl-36378960

ABSTRACT

Male and female unisexual flowers evolved from hermaphroditic ancestors, and control of flower sex is useful for plant breeding. We isolated a female-to-male sex transition mutant in melon and identified the causal gene as the carpel identity gene <i>CRABS CLAW (CRC)</i>. We show that the master regulator of sex determination in cucurbits, the transcription factor <i>WIP1</i> whose expression orchestrates male flower development, recruits the corepressor TOPLESS to the <i>CRC</i> promoter to suppress its expression through histone deacetylation. Impairing TOPLESS-WIP1 physical interaction leads to <i>CRC</i> expression, carpel determination, and consequently the expression of the stamina inhibitor, the aminocyclopropane-1-carboxylic acid synthase 7 (<i>CmACS7</i>), leading to female flower development. Our findings suggest that sex genes evolved to interfere with flower meristematic function, leading to unisexual flower development.


Subject(s)
Cucurbitaceae , Gene Expression Regulation, Plant , Plant Proteins , Sex Determination Processes , Flowers/genetics , Flowers/growth & development , Meristem/metabolism , Plant Breeding , Plant Proteins/genetics , Plant Proteins/metabolism , Cucurbitaceae/genetics , Cucurbitaceae/growth & development
3.
BMC Microbiol ; 21(1): 170, 2021 06 06.
Article in English | MEDLINE | ID: mdl-34090353

ABSTRACT

BACKGROUND: The unique climatic conditions of the Xinjiang region nurture rich melon and fruit resources, the melon and fruit sugar sources provide sufficient nutrients for the survival of yeast, and the diverse habitats accompanied by extreme climatic conditions promote the production of yeast diversity and strain resources. However, the relationship between yeast species and their relationship with environmental factors in the soil of Xinjiang specialty cash crop Hami melon is not clear. Here, we aimed to characterize the diversity, community structure, and relationship between yeast species and environmental factors in Hami melon orchards soils in different regions of Xinjiang, China. RESULTS: Based on Illumina MiSeq high-throughput sequencing analysis of the D1 domain of the LSU rRNA genes, the community richness of yeast in the soil of Northern Xinjiang was higher than in the Southern and Eastern Xinjiang, but the community diversity was significantly lower in the Northern Xinjiang than in the Southern and Eastern Xinjiang. A total of 86 OTUs were classified into 59 genera and 86 species. Most OTUs (90.4%) belonged to the Basidiomycota; only a few (9.6%) belonged to Ascomycota. The most dominant species in the Southern, Eastern and Northern Xinjiang were Filobasidium magnum (17.90%), Solicoccozyma aeria (35.83%) and Filobasidium magnum (75.36%), respectively. Principal coordinates analysis (PCoA) showed that the yeast community composition in the soils of the three regions were obviously different, with the Southern and Eastern Xinjiang having more similar yeast community. Redundancy analysis (RDA) showed that soil factors such as conductivity (CO), total phosphorus (TP) and Total potassium (TK) and climate factors such as average annual precipitation (PRCP), relative humidity (RH) and net solar radiation intensity (SWGNT) were significantly correlated with yeast communities (P < 0.05). CONCLUSION: There are abundant yeast resources in the rhizosphere soil of Hami melon orchard in Xinjiang, and there are obvious differences in the diversity and community structure of yeast in the three regions of Xinjiang. Differences in climatic factors related to precipitation, humidity and solar radiation intensity and soil factors related to conductivity, total phosphorus and total potassium are key factors driving yeast diversity and community structure.


Subject(s)
Cucurbitaceae/growth & development , Soil Microbiology , Yeasts/isolation & purification , China , Cucurbitaceae/metabolism , High-Throughput Nucleotide Sequencing , Microbiota , Phosphorus/analysis , Phosphorus/metabolism , Rhizosphere , Soil/chemistry , Yeasts/classification , Yeasts/genetics
4.
Plant Sci ; 304: 110809, 2021 Mar.
Article in English | MEDLINE | ID: mdl-33568307

ABSTRACT

Melon (Cucumis melo L.) is an important diploid crop with a wide variety of flavors due to its distinct aromatic volatile organic compounds (VOC). To understand the development of VOC profiles during fruit development, we performed metabolomic and transcriptomic analysis of two cantaloupe varieties over the course of fruit development. A total of 130 metabolites were detected in fruit samples, and 449014207 reads were mapped to the melon genome. A total of 4469 differentially expressed genes in fruits were identified and used to visualize the transition of VOC and transcriptomic profiles during the fruit development. A shift of VOC profiles in both varieties was observed from early-fruit profiles enriched in C5-C8 lipid-derived VOCs to late-fruit profiles abundant in C9 lipid-derived VOCs, apocarotenoids, and esters. The shift coincided with the expression of specific isoforms of lipid and carotenoid metabolizing enzymes as well as transcription factors involved in fruit ripening, metabolite regulation, and hormone signaling.


Subject(s)
Cucurbitaceae/growth & development , Fruit/growth & development , Volatile Organic Compounds/metabolism , Amino Acids/metabolism , Carotenoids/metabolism , Chromatography, High Pressure Liquid , Cucurbitaceae/genetics , Cucurbitaceae/metabolism , Fruit/metabolism , Gas Chromatography-Mass Spectrometry , Multigene Family , Polymerase Chain Reaction , RNA, Plant/genetics , Sequence Alignment , Transcriptome
5.
Plant Sci ; 303: 110755, 2021 Feb.
Article in English | MEDLINE | ID: mdl-33487342

ABSTRACT

Climatic warming and water shortages have become global environmental issues affecting agricultural production. The change of morphology and anatomical structures in plant organs can greatly affect plant growth. The study combined temperature and relative humidity to regulate vapor pressure deficit (VPD) to form low and high VPD environments (LVPD and HVPD, respectively) in two climate-controlled greenhouses. The effects of different VPD conditions on gas exchange parameters, dry matter, and leaf and stem anatomical structure parameters of muskmelon and cucumber were compared and studied. The results show that the background VPD conditions give different internal structure of muskmelon and cucumber, therefore it can improve the transport capacity of water to the leaf surface under LVPD conditions. At the same time, the stomatal closure induced by atmospheric drought stress is avoided and the gas exchange capacity of the leaf stomata is enhanced, thereby maintaining high photosynthetic rate. Thus, reducing VPD is the key to achieving high yield and productivity in greenhouse muskmelon and cucumber production.


Subject(s)
Cucumis sativus/growth & development , Cucurbitaceae/growth & development , Cucumis sativus/anatomy & histology , Cucumis sativus/metabolism , Cucumis sativus/physiology , Cucurbitaceae/metabolism , Cucurbitaceae/physiology , Humidity , Photosynthesis , Plant Leaves/metabolism , Plant Leaves/physiology , Plant Stomata/metabolism , Plant Stomata/physiology , Temperature , Vapor Pressure , Water/metabolism
6.
Gene ; 766: 145142, 2021 Jan 15.
Article in English | MEDLINE | ID: mdl-32911027

ABSTRACT

Rootstocks are among the primary factors that influence fruit yield and quality as well as melon development. To understand the differences in the molecular mechanisms and gene expression networks of fruit development between grafted and nongrafted plants in oriental melon, we performed a comprehensive analysis of the transcriptome and proteome dynamic gene/protein expression profiles during fruit development in oriental melon (Cucumis melo L. var. makuwa). Using pairwise comparisons between grafted and nongrafted samples by transcriptome analysis, we identified a large number of candidate genes involved in hormonal signaling pathways, transcription factors, resistance-related biosynthetic pathways and photosynthesis-related metabolic pathways. Many transcription factor-encoded genes were significantly more strongly expressed in the grafted samples, for example, AP2/ERF, C2H2, MYB, bHLH, and AUX/IAA, which are well-known participants in the regulation of developmental processes and hormonal signaling metabolism. Some differentially expressed genes (DEGs) were enriched in flavonoid biosynthesis and phenylpropanoid biosynthesis and determined plant resistance. In addition, some differentially expressed proteins (DEPs) were enriched in photosynthesis-related pathways, which could improve fruit quality and yield. Moreover, through weighted gene coexpression network analyses, we identified modules of coexpressed genes and hub genes specifically related to grafting for different fruit developmental stages. The results suggested that graft-related modules and hub genes were primarily associated with photosynthate metabolism and hormonal signaling pathways. The results obtained in this study provide a valuable resource for dissecting the role of candidate genes governing graft-related metabolism in oriental melon fruit, suggesting an interesting correlation with the effects of rootstock on fruit development.


Subject(s)
Cucumis melo/genetics , Cucurbitaceae/growth & development , Cucurbitaceae/genetics , Fruit/growth & development , Fruit/genetics , Gene Expression Regulation, Plant/genetics , Gene Expression Profiling/methods , Gene Regulatory Networks/genetics , Photosynthesis/genetics , Plant Roots/genetics , RNA-Seq/methods , Signal Transduction/genetics , Transcriptome/genetics
7.
J Sci Food Agric ; 101(2): 754-777, 2021 Jan 30.
Article in English | MEDLINE | ID: mdl-32713003

ABSTRACT

BACKGROUND: A near-isogenic line (NIL) of melon (SC10-2) with introgression in linkage group X was studied from harvest (at firm-ripe stage of maturity) until day 18 of postharvest storage at 20.5 °C together with its parental control ('Piel de Sapo', PS). RESULTS: SC10-2 showed higher flesh firmness and whole fruit hardness but lower juiciness than its parental. SC10-2 showed a decrease in respiration rate accompanied by a decrease in ethylene production during ripening, both of which fell to a greater extent than in PS. The introgression affected 11 volatile organic compounds (VOCs), the levels of which during ripening were generally higher in SC10-2 than in PS. Transcriptomic analysis from RNA-Seq revealed differentially expressed genes (DEGs) associated with the effects studied. For example, 909 DEGs were exclusive to the introgression, and only 23 DEGs were exclusive to postharvest ripening time. Major functions of the DEGs associated with introgression or ripening time were identified by cluster analysis. About 37 genes directly and/or indirectly affected the delay in ripening of SC10-2 compared with PS in general and, more particularly, the physiological and quality traits measured and, probably, the differential non-climacteric response. Of the former genes, we studied in more detail at least five that mapped in the introgression in linkage group (LG) X, and 32 outside it. CONCLUSION: There is an apparent control of textural changes, VOCs and fruit ripening by an expression quantitative trait locus located in LG X together with a direct control on them due to genes presented in the introgression (CmTrpD, CmNADH1, CmTCP15, CmGDSL esterase/lipase, and CmHK4-like) and CmNAC18. © 2020 Society of Chemical Industry.


Subject(s)
Cucurbitaceae/genetics , Fruit/growth & development , Cucurbitaceae/chemistry , Cucurbitaceae/growth & development , Cucurbitaceae/metabolism , Ethylenes/metabolism , Fruit/chemistry , Fruit/genetics , Fruit/metabolism , Gene Expression Profiling , Genetic Linkage , Plant Proteins/genetics , Plant Proteins/metabolism , Quantitative Trait Loci , Volatile Organic Compounds/analysis , Volatile Organic Compounds/metabolism
8.
Sci Rep ; 10(1): 20456, 2020 11 24.
Article in English | MEDLINE | ID: mdl-33235270

ABSTRACT

Phytophthora blight is one of the most serious diseases affecting melon (Cucumis melo) production. Due to the lack of highly resistant germplasms, the progress on disease-resistant research is slow. To understand the genetics of melon resistance to Phytophthora capsici, an F2 population containing 498 individuals was developed by crossing susceptible line E31 to highly resistant line ZQK9. Genetic analysis indicated that the resistance in ZQK9 was controlled by a dominant gene, tentatively named MePhyto. Through bulked-segregant analysis (BSA-Seq) and chromosome walking techniques, the MePhyto gene was mapped to a 52.44 kb interval on chromosome 12. In this region, there were eight genes and their expression patterns were validated by qRT-PCR. Among them, one wall-associated receptor kinase (WAK) gene MELO3C002430 was significantly induced in ZQK9 after P. capsici inoculation, but not in E31. Based on the non-synonymous mutation site in MELO3C002430, a cleaved amplified polymorphic sequence (CAPS) marker, CAPS2430, was developed and this maker was co-segregated with MePhyto in both F2 population and a collection of 36 melon accessions. Thus MELO3C002430 was considered as the candidate gene and CAPS2430 was a promising marker for marker-assisted selection (MAS) in breeding. These results lay a foundation for revealing the resistance mechanism of melon to P. capsici.


Subject(s)
Chromosome Walking/methods , Cucurbitaceae/growth & development , Disease Resistance , Plant Proteins/genetics , Cucurbitaceae/genetics , Cucurbitaceae/parasitology , Gene Expression Regulation, Plant , Genetic Linkage , Genetic Markers , Models, Molecular , Mutation , Phytophthora/pathogenicity , Plant Breeding , Plant Diseases/parasitology , Plant Proteins/chemistry , Protein Structure, Tertiary
9.
Plant Physiol Biochem ; 156: 291-303, 2020 Nov.
Article in English | MEDLINE | ID: mdl-32987259

ABSTRACT

Ascorbate oxidase (AO, EC 1.10.3.3) is a copper-containing enzyme localized at the apoplast, where it catalyzes the oxidation of ascorbic acid (AA) to dehydroascorbic acid (DHA) via monodehydroascorbic acid (MDHA) intermediate. Despite it has been extensively studied, no biological roles have been definitively ascribed. To understand the role of AO in plant metabolism, fruit growth and physiology, we suppressed AO expression in melon (Cucumis melo L.) fruit. Reduction of AO activity increased AA content in melon fruit, which is the result of repression of AA oxidation and simultaneous induction of certain biosynthetic and recycling genes. As a consequence, ascorbate redox state was altered in the apoplast. Interestingly, transgenic melon fruit displayed increased ethylene production rate coincided with elevated levels of 1-aminocyclopropane-1-carboxylic acid (ACC) oxidase (ACO, EC 1.14.17.4) activity and gene expression, which might contribute to earlier ripening. Moreover, AO suppressed transgenic melon fruit exhibited a dramatic arrest in fruit growth, due to a simultaneous decrease in fruit cell size and in plasmalemma (PM) ATPase activity. All the above, support for the first time, the in vivo AO participation in the rapid fruit growth of Cucurbitaceae and further suggest an alternative route for AA increase in ripening fruit.


Subject(s)
Ascorbate Oxidase/genetics , Ascorbic Acid/analysis , Cucurbitaceae/genetics , Gene Silencing , Cucurbitaceae/growth & development , Fruit/enzymology , Fruit/physiology , Gene Expression Regulation, Plant , Plants, Genetically Modified/growth & development
10.
Food Microbiol ; 92: 103569, 2020 Dec.
Article in English | MEDLINE | ID: mdl-32950154

ABSTRACT

This study investigated the antimicrobial activities of organic acid vapors against a phytopathogen (Acidovorax citrulli) and foodborne pathogens (Salmonella enterica, Escherichia coli O157:H7, and Listeria monocytogenes) on the surface of Cucurbitaceae seeds. Germination percentages of cucumber, honeydew melon and watermelon seeds treated with acetic and propionic acid vapors (100 mg/L) at 50 °C and 43% or 85% relative humidity (RH) for up to 2 h did not significantly (P > 0.05) decrease. Treatment with formic acid significantly (P ≤ 0.05) decreased the germination percentage. The antimicrobial activities of acetic and propionic acid vapors (100 mg/L; 50 °C; 43% or 85% RH) were determined. A. citrulli was inactivated within 1 h on cucumber and watermelon seeds, regardless of type of organic acid or RH. The phytopathogen was reduced to levels below the detection limit (-0.5 log CFU/g) for enrichment on honeydew melon seeds treated with acetic acid vapor. S. enterica and L. monocytogenes were inactivated within 2 h at 85% RH on honeydew melon and watermelon seeds treated with acetic acid and propionic acid vapors. E. coli O157: H7 was inactivated by treatment with acetic acid vapor at 85% RH. This study provides useful information for developing a method to decontaminate Curcurbitaceae seeds using organic acid vapors as lethal agents.


Subject(s)
Acids/pharmacology , Anti-Bacterial Agents/pharmacology , Cucurbitaceae/microbiology , Escherichia coli O157/drug effects , Listeria monocytogenes/drug effects , Salmonella enterica/drug effects , Acetic Acid/chemistry , Acetic Acid/pharmacology , Acids/chemistry , Anti-Bacterial Agents/chemistry , Comamonadaceae/drug effects , Comamonadaceae/growth & development , Cucurbitaceae/growth & development , Escherichia coli O157/growth & development , Formates/chemistry , Formates/pharmacology , Germination , Listeria monocytogenes/growth & development , Propionates/chemistry , Propionates/pharmacology , Salmonella enterica/growth & development , Seeds/growth & development , Seeds/microbiology
11.
Genes (Basel) ; 11(7)2020 07 13.
Article in English | MEDLINE | ID: mdl-32668777

ABSTRACT

About 15,000 angiosperms are dioecious, but the mechanisms of sex determination in plants remain poorly understood. In particular, how Y chromosomes evolve and degenerate, and whether dosage compensation evolves as a response, are matters of debate. Here, we focus on Coccinia grandis, a dioecious cucurbit with the highest level of X/Y heteromorphy recorded so far. We identified sex-linked genes using RNA sequences from a cross and a model-based method termed SEX-DETector. Parents and F1 individuals were genotyped, and the transmission patterns of SNPs were then analyzed. In the >1300 sex-linked genes studied, maximum X-Y divergence was 0.13-0.17, and substantial Y degeneration is implied by an average Y/X expression ratio of 0.63 and an inferred gene loss on the Y of ~40%. We also found reduced Y gene expression being compensated by elevated expression of corresponding genes on the X and an excess of sex-biased genes on the sex chromosomes. Molecular evolution of sex-linked genes in C. grandis is thus comparable to that in Silene latifolia, another dioecious plant with a strongly heteromorphic XY system, and cucurbits are the fourth plant family in which dosage compensation is described, suggesting it might be common in plants.


Subject(s)
Cucurbitaceae/genetics , Dosage Compensation, Genetic/genetics , Evolution, Molecular , Sex Determination Processes/genetics , Chromosomes, Plant/genetics , Cucurbitaceae/growth & development , Flowers/genetics , Flowers/growth & development , Gene Expression Regulation, Plant/genetics , Humans , Sex Chromosomes/genetics
12.
Int J Mol Sci ; 21(10)2020 May 15.
Article in English | MEDLINE | ID: mdl-32429319

ABSTRACT

Sugar allocation is based on the source-to-sink and intracellular transport between different organelles, and sugar transporters are usually involved in these processes. Tonoplast sugar transporters (TST) are responsible for transporting sugar into vacuoles; however, the role of TSTs in root growth and the response to abiotic stress is poorly studied. Here, RNA analysis and promoter-ß-glucuronidase staining revealed that a melon TST1 gene (CmTST1) is highly expressed in the roots. The sugar feeding experiment results showed that the expression of CmTST1 in the roots was induced by a relatively high level of sucrose (6%), glucose (3%), and fructose (3%). The ectopic overexpression of CmTST1 in Arabidopsis improved the root and shoot growth of seedlings under high exogenous sugar stress. Furthermore, the ectopic expression of CmTST1 promoted the expression of plasma membrane-located sugar transporters. We proposed that CmTST1 plays a key role in importing sugar transport into the vacuoles of roots in response to metabolic demands to maintain cytosolic sugar homeostasis.


Subject(s)
Cucurbitaceae/growth & development , Cucurbitaceae/metabolism , Membrane Transport Proteins/metabolism , Plant Proteins/metabolism , Plant Roots/growth & development , Sugars/metabolism , Vacuoles/metabolism , Arabidopsis/genetics , Cucurbitaceae/genetics , Gene Expression Regulation, Plant , Membrane Transport Proteins/genetics , Plant Proteins/genetics , Plants, Genetically Modified , Promoter Regions, Genetic/genetics , Seedlings/metabolism , Stress, Physiological
13.
Genes (Basel) ; 11(4)2020 03 27.
Article in English | MEDLINE | ID: mdl-32230807

ABSTRACT

The bottle gourd (Lagenaria siceraria) is an important horticultural and medicinal crop with high nutritional value. This study aimed at examining the molecular regulation of fruit size in bottle gourd. We performed transcriptome sequencing of two bottle gourd cultivars differing in their fruit size. The average fruit length and weight of the cultivar Hang (39.48 cm/624.4 g) were higher than those of the cultivar USA (10.34 cm/152.8 g) at maturity. Transcriptome sequencing and assembly resulted in 89,347 unigenes. A total of 1250 differentially expressed genes (DEG) were found between the two cultivars, including 422 upregulated genes and 828 downregulated genes in Hang as compared to USA. Genes related to cell wall metabolism, phytohormones, cell cycle, and cell division showed significant differential expression between the two cultivars. DEGs encoding transcription factors (TF) from nine TF families were also identified. The ethylene response factor family was the most enriched among these families. Our study provides a basis for further investigations of the molecular regulation of fruit size in bottle gourd.


Subject(s)
Cucurbitaceae/classification , Cucurbitaceae/genetics , Fruit/anatomy & histology , Fruit/genetics , Gene Expression Regulation, Plant , Plant Proteins/genetics , Transcriptome , Cucurbitaceae/growth & development , Cucurbitaceae/metabolism , Fruit/growth & development , Fruit/metabolism , Genome, Plant
14.
BMC Plant Biol ; 20(1): 141, 2020 Apr 06.
Article in English | MEDLINE | ID: mdl-32252634

ABSTRACT

BACKGROUND: Hypoxia causes injury and yield loss. Soil aeration has been reported to accelerate the growth of plants and increase crop yield. The aim of this study was to examine growth response of greenhouse-produced muskmelon to 3 levels of sub-surface drip irrigation (I), 3 different installation depths of drip laterals in the soil (D), and 4 levels of supplemental soil aeration frequency (A). A fractional factorial experiment was designed to examine these treatment effects on marketable fresh fruit yield, leaf area index during 3 growth stages, and dry matter partitioning at harvest. In addition, we studied the response of fruit yield and dry matter of tomato to 2 levels of burial depths of subsurface tubing in combination with 3 frequency levels of soil aeration. RESULTS: Results showed that soil aeration can positively influence the yield, leaf area index, dry matter and irrigation use efficiency of the muskmelon (p < 0.05). The fruit yield of muskmelon and tomato were increased by 21.5 and 30.8% respectively with 1-d and 2-d aeration intervals compared with the no aeration treatment. CONCLUSIONS: The results suggest that soil aeration can positively impact the plant root zone environment and more benefits can be obtained with aeration for both muskmelon and tomato plants.


Subject(s)
Agricultural Irrigation , Cucurbitaceae/growth & development , Horticulture , Solanum lycopersicum/growth & development , Biomass , Fruit/growth & development , Horticulture/methods , Plant Leaves/growth & development , Plant Roots/growth & development , Soil/chemistry
15.
Sci Rep ; 10(1): 3524, 2020 02 26.
Article in English | MEDLINE | ID: mdl-32103071

ABSTRACT

Artificial neural network is an efficient and accurate fitting method. It has the function of self-learning, which is particularly important for prediction, and it could take advantage of the computer's high-speed computing capabilities and find the optimal solution quickly. In this paper, four culture conditions: agar concentration, light time, culture temperature, and humidity were selected. And a three-layer neural network was used to predict the differentiation rate of melon under these four conditions. Ten-fold cross validation revealed that the optimal back propagation neural network was established with traingdx as the training function and the final architecture of 4-3-1 (four neurons in the input layer, three neurons in the hidden layer and one neuron in the output layer), which yielded a high coefficient of correlation (R2, 0.9637) between the actual and predicted outputs, and a root-mean-square error (RMSE) of 0.0108, suggesting that the artificial neural network worked well. According to the optimal culture conditions generated by genetic algorithm, tissue culture experiments had been carried out. The results showed that the actual differentiation rate of melon reached 90.53%, and only 1.59% lower than the predicted value of genetic algorithm. It was better than the optimization by response surface methodology, which the predicted induced differentiation rate is 86.04%, the actual value is 83.62%, and was 2.89% lower than the predicted value. It can be inferred that the combination of artificial neural network and genetic algorithm can optimize the plant tissue culture conditions well and with high prediction accuracy, and this method will have a good application prospect in other biological experiments.


Subject(s)
Cucurbitaceae/growth & development , Cucurbitaceae/genetics , Models, Genetic , Neural Networks, Computer
16.
Plant J ; 102(4): 797-808, 2020 05.
Article in English | MEDLINE | ID: mdl-31883138

ABSTRACT

Thick glistening cell walls occur in sieve tubes of all major land plant taxa. Historically, these 'nacreous walls' have been considered a diagnostic feature of sieve elements; they represent a conundrum, though, in the context of the widely accepted pressure-flow theory as they severely constrict sieve tubes. We employed the cucurbit Gerrardanthus macrorhizus as a model to study nacreous walls in sieve elements by standard and in situ confocal microscopy and electron microscopy, focusing on changes in functional sieve tubes that occur when prepared for microscopic observation. Over 90% of sieve elements in tissue sections processed for microscopy by standard methods exhibit nacreous walls. Sieve elements in whole, live plants that were actively transporting as shown by phloem-mobile tracers, lacked nacreous walls and exhibited open lumina of circular cross-sections instead, an appropriate structure for Münch-type mass flow of the cell contents. Puncturing of transporting sieve elements with micropipettes triggered the rapid (<1 min) development of nacreous walls that occluded the cell lumen almost completely. We conclude that nacreous walls are preparation artefacts rather than structural features of transporting sieve elements. Nacreous walls in land plants resemble the reversibly swellable walls found in various algae, suggesting that they may function in turgor buffering, the amelioration of osmotic stress, wounding-induced sieve tube occlusion, and possibly local defence responses of the phloem.


Subject(s)
Cucurbitaceae/growth & development , Biological Transport , Cell Wall/physiology , Cell Wall/ultrastructure , Cucurbitaceae/physiology , Cucurbitaceae/ultrastructure , Microscopy, Confocal , Microscopy, Electron , Osmotic Pressure , Phloem/growth & development , Phloem/physiology , Phloem/ultrastructure
17.
Ecotoxicol Environ Saf ; 188: 109901, 2020 Jan 30.
Article in English | MEDLINE | ID: mdl-31704323

ABSTRACT

Melon (Cucumis melo L.) is an important horticultural crop worldwide. Continuous cropping obstacle occurs in many melon cultivation area, resulting in poor plant growth and fruit quality, autotoxicity is the main reason for the obstacle. Silicon (Si) plays an important role in improving the resistance of plants to biotic and abiotic stresses. In this study, melon plant water extracts (MPWE) were used to simulate the autotoxicity stress. Different concentrations of Na2SiO3 (0, 1, 2, 4, 8, 16, 32 mM) were added into MPWE for preliminary concentration screening and alleviating effect determination of Si on melon seed autotoxicity. The results showed that autotoxicity reduced the seed germination index, inhibited the growth of germinated seeds. 2 mM Si significantly increased seed germination index and improved subsequent growth under autotoxicity. The effect of Si showed a concentration-dependent manner, which can be counteracted or even reversed at high concentration. Three treatment combinations, double distilled water, 0.02 g/mL MPWE and 2 mM Na2SiO3 + 0.02 g/mL MPWE were used for subsequent physiology, biochemistry and gene analysis. During the germination of melon seed under autotoxicity, starch degradation ability decreased, amylase activity and amylase gene expression were inhibited, cell membrane lipid peroxidation increased, and antioxidant enzyme activity was abnormal. In Si-addition group, the radicle growth, lateral roots number, starch degradation ability, amylase activity and amylase gene expression level increased. The addition of Si also maintained the activities of superoxide dismutase, catalase and peroxidase and the content of malondialdehyde in a relatively normal state. The change trend of amylase gene and antioxidant enzyme activity was complex, but the acute change coincided with the key stage of seed germination, which occurred when the seed was about to break through or just broken through the seed coat. Appropriate concentration of Si is an effective strategy to alleviate the autotoxicity on melon seed.


Subject(s)
Cucurbitaceae/drug effects , Cucurbitaceae/growth & development , Germination/drug effects , Silicon/pharmacology , Stress, Physiological/drug effects , Antioxidants/metabolism , Cucurbitaceae/metabolism , Gene Expression Regulation, Plant/drug effects , Plant Proteins/genetics , Plant Proteins/metabolism , Seedlings/drug effects , Seedlings/growth & development , Seeds/drug effects , Seeds/growth & development , Starch/metabolism
18.
Sci Rep ; 9(1): 17077, 2019 11 19.
Article in English | MEDLINE | ID: mdl-31745156

ABSTRACT

CRISPR/Cas9 system has been widely applied in many plant species to induce mutations in the genome for studying gene function and improving crops. However, to our knowledge, there is no report of CRISPR/Cas9-mediated genome editing in melon (Cucumis melo). In our study, phytoene desaturase gene of melon (CmPDS) was selected as target for the CRISPR/Cas9 system with two designed gRNAs, targeting exons 1 and 2. A construct (pHSE-CmPDS) carrying both gRNAs and the Cas9 protein was delivered by PEG-mediated transformation in protoplasts. Mutations were detected in protoplasts for both gRNAs. Subsequently, Agrobacterium-mediated transformation of cotyledonary explants was carried out, and fully albino and chimeric albino plants were successfully regenerated. A regeneration efficiency of 71% of transformed plants was achieved from cotyledonary explants, a 39% of genetic transformed plants were successful gene edited, and finally, a 42-45% of mutation rate was detected by Sanger analysis. In melon protoplasts and plants most mutations were substitutions (91%), followed by insertions (7%) and deletions (2%). We set up a CRISPR/Cas9-mediated genome editing protocol which is efficient and feasible in melon, generating multi-allelic mutations in both genomic target sites of the CmPDS gene showing an albino phenotype easily detectable after only few weeks after Agrobacterium-mediated transformation.


Subject(s)
CRISPR-Cas Systems , Cucurbitaceae/genetics , Gene Editing , Mutation , Oxidoreductases/antagonists & inhibitors , Plant Proteins/antagonists & inhibitors , Plants, Genetically Modified/genetics , Cucurbitaceae/growth & development , Cucurbitaceae/metabolism , Genome, Plant , Oxidoreductases/genetics , Oxidoreductases/metabolism , Plant Proteins/genetics , Plant Proteins/metabolism , Plants, Genetically Modified/growth & development , Plants, Genetically Modified/metabolism
19.
Nat Genet ; 51(11): 1607-1615, 2019 11.
Article in English | MEDLINE | ID: mdl-31676864

ABSTRACT

Melon is an economically important fruit crop that has been cultivated for thousands of years; however, the genetic basis and history of its domestication still remain largely unknown. Here we report a comprehensive map of the genomic variation in melon derived from the resequencing of 1,175 accessions, which represent the global diversity of the species. Our results suggest that three independent domestication events occurred in melon, two in India and one in Africa. We detected two independent sets of domestication sweeps, resulting in diverse characteristics of the two subspecies melo and agrestis during melon breeding. Genome-wide association studies for 16 agronomic traits identified 208 loci significantly associated with fruit mass, quality and morphological characters. This study sheds light on the domestication history of melon and provides a valuable resource for genomics-assisted breeding of this important crop.


Subject(s)
Chromosome Mapping , Cucurbitaceae/genetics , Domestication , Genome, Plant , Polymorphism, Single Nucleotide , Quantitative Trait Loci , Cucurbitaceae/classification , Cucurbitaceae/growth & development , Genome-Wide Association Study , Genomics , Phenotype , Plant Breeding
20.
Genes (Basel) ; 10(8)2019 07 31.
Article in English | MEDLINE | ID: mdl-31370358

ABSTRACT

NAC transcription factors (TFs) play important roles in plants' responses to abiotic stresses and developmental processes, including leaf senescence. Oriental melon (Cucumis melo var. makuwa Makino) is an important vegetable crop in China and eastern Asia countries. However, little is known about the functions of the melon NAC family members. In this study, a phylogenetic tree was constructed to show that CmNAC60 and the senescence regulator AtNAP were in the same cluster, which implied that CmNAC60 might be a NAC related to leaf senescence. The expression analysis of CmNAC60 in different melon organs showed that the expression of CmNAC60 was highest in the male flowers and lowest in the hypocotyl. In addition, the expression level of CmNAC60 in the senescing leaves was significantly higher than in the non-senescing leaves. Similarly, the expression level of CmNAC60 in the dark-treated leaves was significantly higher than in the untreated leaves. Furthermore, the subcellular localization and transcriptional activation assays indicated that CmNAC60 was a nucleus localized NAC transcription factor with a C-terminal transactivation domain. An analysis of the tissue specific expression showed that the promoter of CmNAC60 may contain cis-acting regulatory elements responsive to leaf senescence. CmNAC60 overexpressing lines of Arabidopsis showed a precocious senescence compared with the wild type (WT). Collectively, our results showed that CmNAC60 was associated with leaf senescence, and could be potentially utilized in molecular breeding to improve melon yield or to extend the postharvest shelf life by delaying leaf senescence.


Subject(s)
Cucurbitaceae/genetics , Plant Leaves/genetics , Plant Proteins/genetics , Transcription Factors/genetics , Cucurbitaceae/growth & development , Gene Expression Regulation, Plant , Plant Leaves/growth & development , Plant Proteins/metabolism , Transcription Factors/metabolism
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