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Machado GGL, Costa CARD, Veiga E, Nascimento SVD, Nahon SMR, Cavalcante ADPDS, Costa IRCD, Valadares RBDS, Carvalho EEN, Livramento KGD, Vilas Boas EVDB. Metabolomics and proteomics of Campomanesia pubescens fruits throughout developmental stages. Food Chem 2025; 485:144479. [PMID: 40311561 DOI: 10.1016/j.foodchem.2025.144479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2025] [Revised: 04/01/2025] [Accepted: 04/21/2025] [Indexed: 05/03/2025]
Abstract
This study investigated the metabolic changes occurring during the ripening of Campomanesia pubescens fruits using metabolomics and proteomics approaches. Two alkaloids and nine phenolic compounds were identified, with emphasis on trigonelline and gallic acid. Proteomic analysis revealed 940 proteins, of which 452 showed differential expression, reflecting physiological changes, such as the reduced expression of ribulose-1,5-bisphosphate carboxylase/oxygenase, indicating low photosynthetic activity and the transition from chloroplasts to chromoplasts. The intensification of glycolysis was suggested by the increased expression of phosphoglycerate kinase and fructose-bisphosphate aldolase. The activation of enzymes of the phenolic compound pathway, such as phenylalanine ammonia-lyase and O-methyltransferase, indicated the accumulation of secondary metabolites essential for fruit defense and nutritional quality. The expression of enzymes in the ethylene pathway, such as SAM synthase, suggested their role in gabiroba ripening. The results highlight the interaction of metabolic pathways during fruit ripening.
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Affiliation(s)
| | | | - Elda Veiga
- University of Algarve, Gambelas Campus, 8005-139 Faro, Portugal
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Muthuramalingam P, Muthamil S, Shilpha J, Venkatramanan V, Priya A, Kim J, Shin Y, Chen JT, Baskar V, Park K, Shin H. Molecular Insights into Abiotic Stresses in Mango. PLANTS (BASEL, SWITZERLAND) 2023; 12:1939. [PMID: 37653856 PMCID: PMC10224100 DOI: 10.3390/plants12101939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Revised: 04/19/2023] [Accepted: 05/08/2023] [Indexed: 09/02/2023]
Abstract
Mango (Mangifera indica L.) is one of the most economically important fruit crops across the world, mainly in the tropics and subtropics of Asia, Africa, and Central and South America. Abiotic stresses are the prominent hindrance that can adversely affect the growth, development, and significant yield loss of mango trees. Understanding the molecular physiological mechanisms underlying abiotic stress responses in mango is highly intricate. Therefore, to gain insights into the molecular basis and to alleviate the abiotic stress responses to enhance the yield in the mere future, the use of high-throughput frontier approaches should be tied along with the baseline investigations. Taking these gaps into account, this comprehensive review mainly speculates to provide detailed mechanisms and impacts on physiological and biochemical alterations in mango under abiotic stress responses. In addition, the review emphasizes the promising omics approaches in unraveling the candidate genes and transcription factors (TFs) responsible for abiotic stresses. Furthermore, this review also summarizes the role of different types of biostimulants in improving the abiotic stress responses in mango. These studies can be undertaken to recognize the roadblocks and avenues for enhancing abiotic stress tolerance in mango cultivars. Potential investigations pointed out the implementation of powerful and essential tools to uncover novel insights and approaches to integrate the existing literature and advancements to decipher the abiotic stress mechanisms in mango. Furthermore, this review serves as a notable pioneer for researchers working on mango stress physiology using integrative approaches.
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Affiliation(s)
- Pandiyan Muthuramalingam
- Division of Horticultural Science, Gyeongsang National University, Jinju 52725, Republic of Korea; (P.M.); (J.S.)
- Department of GreenBio Science, Gyeongsang National University, Jinju 52725, Republic of Korea; (J.K.); (Y.S.)
| | - Subramanian Muthamil
- Herbal Medicine Resources Research Center, Korea Institute of Oriental Medicine, Naju 58245, Republic of Korea;
| | - Jayabalan Shilpha
- Division of Horticultural Science, Gyeongsang National University, Jinju 52725, Republic of Korea; (P.M.); (J.S.)
| | | | - Arumugam Priya
- Department of Biological Sciences, North Carolina State University, Raleigh, NC 27606, USA;
| | - Jinwook Kim
- Department of GreenBio Science, Gyeongsang National University, Jinju 52725, Republic of Korea; (J.K.); (Y.S.)
| | - Yunji Shin
- Department of GreenBio Science, Gyeongsang National University, Jinju 52725, Republic of Korea; (J.K.); (Y.S.)
| | - Jen-Tsung Chen
- Department of Life Sciences, National University of Kaohsiung, Kaohsiung 811, Taiwan
| | - Venkidasamy Baskar
- Department of Oral and Maxillofacial Surgery, Saveetha Institute of Medical and Technical Sciences (SIMATS), Saveetha Dental College and Hospitals, Saveetha University, Chennai 600077, India;
| | - Kyoungmi Park
- Department of Horticulture Research, Gyeongsangnam-do Agricultural Research and Extension Services, Jinju 52733, Republic of Korea;
| | - Hyunsuk Shin
- Division of Horticultural Science, Gyeongsang National University, Jinju 52725, Republic of Korea; (P.M.); (J.S.)
- Department of GreenBio Science, Gyeongsang National University, Jinju 52725, Republic of Korea; (J.K.); (Y.S.)
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Sharma N, Shivran M, Singh N, Dubey AK, Singh SK, Sharma N, Gupta R, Vittal H, Singh BP, Sevanthi AM, Singh NK. Differential gene expression associated with flower development of mango (Mangifera indica L.) varieties with different shelf-life. Gene Expr Patterns 2023; 47:119301. [PMID: 36526239 DOI: 10.1016/j.gep.2022.119301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Revised: 11/22/2022] [Accepted: 12/09/2022] [Indexed: 12/23/2022]
Abstract
Mango (Mangifera indica L.) is one of the most important commercial fruit crop grown in many parts of the world. Major challenges affecting mango trade are short shelf-life, high susceptibility to chilling injury, post-harvest diseases and consumer demand for improved fruit quality. The objective of the present study was to reveal the key regulators present in bud and flower tissues during flower development stage, associated with fruit development and affect the shelf-life of the mango fruit. RNA-sequencing of contrasting genotypes having short and long shelf-life, was carried out. Comparative differential expression pathway studies of long shelf-life (Totapuri) and short shelf-life (Bombay Green) mango genotypes revealed a total of 177 highly differentially expressed genes. Out of 177 total genes, 101 genes from endoplasmic reticulum pathway and very few from gibberellins (3) and jasmonic acid (1) pathway were identified. Genes from endoplasmic reticulum pathway like hsp 90, SRC2, DFRA, CHS, BG3 and ASPG1 mainly up regulated in Bombay Green. Uniprotein B9R8D3 also shows up regulation in Bombay Green. Ethylene insensitive pathway gene EIL1 up regulated in Bombay Green. Gene CAD1 from phenylpropanoid pathway mainly up regulated in Bombay Green. A total of 4 SSRs and 227 SNPs were mined from these pathways specific to the shelf-life. Molecular studies of endoplasmic reticulum, phenylpropanoid, ethylene, polygalacturonase and hormone pathways at the time of bud and flower formation revealed key regulators that determine the shelf-life of mango fruit.
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Affiliation(s)
- Nimisha Sharma
- Division of Fruits and Horticultural Technology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India.
| | - Mukesh Shivran
- Division of Fruits and Horticultural Technology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Narendra Singh
- Division of Fruits and Horticultural Technology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Anil Kumar Dubey
- Division of Fruits and Horticultural Technology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Sanjay Kumar Singh
- Division of Fruits and Horticultural Technology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Neha Sharma
- IILM Academy of Higher Learning, College of Engineering and Technology Greater, Noida, Uttar Pradesh, 201310, India
| | - Ruchi Gupta
- NGB Diagnostics Private Limited, Noida, UP, 201301, India
| | - Hatkari Vittal
- Division of Fruits and Horticultural Technology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
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Pathak G, Dudhagi SS, Raizada S, Singh RK, Sane AP, Sane VA. Phosphomevalonate kinase regulates the MVA/MEP pathway in mango during ripening. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2023; 196:174-185. [PMID: 36724702 DOI: 10.1016/j.plaphy.2023.01.030] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Revised: 12/14/2022] [Accepted: 01/16/2023] [Indexed: 06/18/2023]
Abstract
Mango is a popular tropical fruit with a great diversity in taste and aroma, contributed primarily by terpenoids. Phosphomevalonate kinase (PMK) is a key enzyme for isoprenoid biosynthesis in the mevalonic acid (MVA) pathway responsible for terpenoids. In this study, two cultivars of mango, "Dashehari" and "Banganpalli", showing opposite spatio-temporal patterns of ripening polarity, were investigated for studying the role of MiPMK in aroma production. MiPMK transcription and enzyme activity increased during ripening in both varieties. Expression in the early-ripening inner zones preceded that in the later-ripening outer zones of "Dashehari" while it was higher in the early ripening outer zones in "Banganpalli". Polypeptide sequences of the two enzymes showed differences in a few amino acids that were also reflected in kinetic properties such as specific activity and pH optima. Silencing of MiPMK in "Dashehari" fruit by VIGS suppressed the kinase activity and led to changes in relative contributions of the mevalonic acid (MVA) and methylerythritol 4-phosphate (MEP) pathways. This also altered the fruit metabolite profile with a reduction/disappearance of sesquiterpenes such as geranyl geraniol, trans-farnesol, β-caryophyllene, β-pinene, bisabolene and guaiane but the appearance of menthol and d-limonene in silenced fruit. The study shows that MiPMK levels may control downstream metabolite flux of the MVA pathway in mango.
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Affiliation(s)
- Garima Pathak
- Molecular Biology and Biotechnology, CSIR-National Botanical Research Institute, Lucknow, 226001, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India; Department of Botany, B. D. College, Patliputra University, Patna, 800001, India
| | - Shivanand S Dudhagi
- Molecular Biology and Biotechnology, CSIR-National Botanical Research Institute, Lucknow, 226001, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India
| | - Saumya Raizada
- Molecular Biology and Biotechnology, CSIR-National Botanical Research Institute, Lucknow, 226001, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India
| | - Rajesh K Singh
- CSIR-Institute of Himalayan Bioresource Technology, Palampur, 176061, India
| | - A P Sane
- Molecular Biology and Biotechnology, CSIR-National Botanical Research Institute, Lucknow, 226001, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India
| | - Vidhu A Sane
- Molecular Biology and Biotechnology, CSIR-National Botanical Research Institute, Lucknow, 226001, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India.
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Development of Ripening Gene-Specific Markers and their Association with Shelf-Life in Mango (Mangifera indica L.) varieties. NATIONAL ACADEMY SCIENCE LETTERS 2023. [DOI: 10.1007/s40009-023-01207-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/10/2023]
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Datir S, Regan S. Advances in Physiological, Transcriptomic, Proteomic, Metabolomic, and Molecular Genetic Approaches for Enhancing Mango Fruit Quality. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2023; 71:20-34. [PMID: 36573879 DOI: 10.1021/acs.jafc.2c05958] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
Mango (Mangifera indica L.) is a nutritionally important fruit of high nutritive value, delicious in taste with an attractive aroma. Due to their antioxidant and therapeutic potential, mango fruits are receiving special attention in biochemical and pharmacognosy-based studies. Fruit quality determines consumer's acceptance, and hence, understanding the physiological, biochemical, and molecular basis of fruit development, maturity, ripening, and storage is essential. Transcriptomic, metabolomic, proteomic, and molecular genetic approaches have led to the identification of key genes, metabolites, protein candidates, and quantitative trait loci that are associated with enhanced mango fruit quality. The major pathways that determine the fruit quality include amino acid metabolism, plant hormone signaling, carbohydrate metabolism and transport, cell wall biosynthesis and degradation, flavonoid and anthocyanin biosynthesis, and carotenoid metabolism. Expression of the polygalacturonase, cutin synthase, pectin methyl esterase, pectate lyase, β-galactosidase, and ethylene biosynthesis enzymes are related to mango fruit ripening, flavor, firmness, softening, and other quality processes, while genes involved in the MAPK signaling pathway, heat shock proteins, hormone signaling, and phenylpropanoid biosynthesis are associated with diseases. Metabolomics identified volatiles, organic acids, amino acids, and various other compounds that determine the characteristic flavor and aroma of the mango fruit. Molecular markers differentiate the mango cultivars based on their geographical origins. Genetic linkage maps and quantitative trait loci studies identified regions in the genome that are associated with economically important traits. The review summarizes the applications of omics techniques and their potential applications toward understanding mango fruit physiology and their usefulness in future mango breeding.
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Affiliation(s)
- Sagar Datir
- Biology Department, Queen's University, Kingston, Ontario, CanadaK7L 3N6
- The Naoroji Godrej Centre for Plant Research, Shindewadi, Shirwal, Maharashtra - 412801 India
| | - Sharon Regan
- Biology Department, Queen's University, Kingston, Ontario, CanadaK7L 3N6
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Perveen N, Dinesh MR, Sankaran M, Ravishankar KV, Krishnajee HG, Hanur VS, Alamri S, Kesawat MS, Irfan M. Comparative transcriptome analysis provides novel insights into molecular response of salt-tolerant and sensitive polyembryonic mango genotypes to salinity stress at seedling stage. FRONTIERS IN PLANT SCIENCE 2023; 14:1152485. [PMID: 37123820 PMCID: PMC10141464 DOI: 10.3389/fpls.2023.1152485] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Accepted: 03/20/2023] [Indexed: 05/03/2023]
Abstract
Introduction Increased soil salinity in the recent years has adversely affected the productivity of mango globally. Extending the cultivation of mango in salt affected regions warrants the use of salinity tolerant/resistant rootstocks. However, the lack of sufficient genomic and transcriptomic information impedes comprehensive research at the molecular level. Method We employed RNA sequencing-based transcriptome analysis to gain insight into molecular response to salt stress by using two polyembryonic mango genotypes with contrasting response to salt stress viz., salt tolerant Turpentine and salt susceptible Mylepelian. Results RNA sequencing by Novaseq6000 resulted in a total of 2795088, 17535948, 7813704 and 5544894 clean reads in Mylepelian treated (MT), Mylepelian control (MC), Turpentine treated (TT) and Turpentine control (TC) respectively. In total, 7169 unigenes annotated against all the five public databases, including NR, NT, PFAM, KOG, Swissport, KEGG and GO. Further, maximum number of differentially expressed genes were found between MT and MC (2106) followed by MT vs TT (1158) and TT and TC (587). The differentially expressed genes under different treatment levels included transcription factors (bZIP, NAC, bHLH), genes involved in Calcium-dependent protein kinases (CDPKs), ABA biosynthesis, Photosynthesis etc. Expression of few of these genes was experimentally validated through quantitative real-time PCR (qRT-PCR) and contrasting expression pattern of Auxin Response Factor 2 (ARF2), Late Embryogenesis Abundant (LEA) and CDPK genes were observed between Turpentine and Mylepelian. Discussion The results of this study will be useful in understanding the molecular mechanism underlying salt tolerance in mango which can serve as valuable baseline information to generate new targets in mango breeding for salt tolerance.
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Affiliation(s)
- Nusrat Perveen
- Division of Fruit Crops, ICAR-Indian Institute of Horticultural Research, Hesaraghatta Lakepost, Bengaluru, Karnataka, India
- *Correspondence: Nusrat Perveen, ; K. V. Ravishankar,
| | - M. R. Dinesh
- Division of Fruit Crops, ICAR-Indian Institute of Horticultural Research, Hesaraghatta Lakepost, Bengaluru, Karnataka, India
| | - M. Sankaran
- Division of Fruit Crops, ICAR-Indian Institute of Horticultural Research, Hesaraghatta Lakepost, Bengaluru, Karnataka, India
| | - K. V. Ravishankar
- Division of Biotechnology, ICAR-Indian Institute of Horticultural Research, Hesaraghatta Lakepost, Bengaluru, Karnataka, India
- *Correspondence: Nusrat Perveen, ; K. V. Ravishankar,
| | - Hara Gopal Krishnajee
- Division of Biotechnology, ICAR-Indian Institute of Horticultural Research, Hesaraghatta Lakepost, Bengaluru, Karnataka, India
| | - Vageeshbabu S. Hanur
- Division of Biotechnology, ICAR-Indian Institute of Horticultural Research, Hesaraghatta Lakepost, Bengaluru, Karnataka, India
| | - Saud Alamri
- Department of Botany and Microbiology, College of Science, King Saud University, Riyadh, Saudi Arabia
| | | | - Mohammad Irfan
- School of Biological Sciences, Seoul National University, Seoul, Republic of Korea
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Chen Q, Ou J, Guo L, Wu F. Study on the effect of icariin on the preservation of postharvest mango fruit. J FOOD PROCESS PRES 2022. [DOI: 10.1111/jfpp.16656] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
- Qiqi Chen
- College of Food Science and Engineering Foshan University Foshan China
| | - Jiaying Ou
- College of Food Science and Engineering Foshan University Foshan China
| | - Lihong Guo
- College of Food Science and Engineering Foshan University Foshan China
| | - Fuwang Wu
- College of Food Science and Engineering Foshan University Foshan China
- Guangdong Provincial Key Laboratory of Food Intelligent Manufacturing Foshan University Foshan China
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Germano TA, de Oliveira MFR, Aziz S, Oliveira AER, da Cruz Saraiva KD, Dos Santos CP, Moura CFH, Costa JH. Transcriptome profiling of cashew apples (Anacardium occidentale) genotypes reveals specific genes linked to firmness and color during pseudofruit development. PLANT MOLECULAR BIOLOGY 2022; 109:83-100. [PMID: 35332428 DOI: 10.1007/s11103-022-01257-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Accepted: 03/02/2022] [Indexed: 06/14/2023]
Abstract
We found 34 and 71 key genes potentially involved in flavonoid biosynthesis and cell wall disassembly, respectively, which could be associated with specific peel coloration and softening of each genotype. Cashew apple (Anacardium occidentale) has a great economic importance worldwide due to its high nutritional value, peculiar flavor and aroma. During ripening, the peduncle develops different peel color and becomes quickly fragile due to its oversoftening, impacting its consumers' acceptance. In view of this, the understanding about its transcriptional dynamics throughout ripening is imperative. In this study, we performed a transcriptome sequencing of two cashew apple genotypes (CCP 76 and BRS 265), presenting different firmness and color peel, in the immature and ripe stages. Comparative transcriptome analysis between immature and ripe cashew apple revealed 4374 and 3266 differentially expressed genes (DEGs) to CCP 76 and BRS 265 genotypes, respectively. These genes included 71 and 34 GDEs involved in the cell wall disassembly and flavonoid biosynthesis, respectively, which could be associated with firmness loss and anthocyanin accumulation during cashew apple development. Then, softer peduncle of CCP 76 could be justified by down-regulated EXP and up-regulation of genes involved in pectin degradation (PG, PL and PAE) and in cell wall biosynthesis. Moreover, genes related to flavonoid biosynthesis (PAL, C4H and CHS) could be associated with early high accumulation of anthocyanin in red-peel peduncle of BRS 265. Finally, expression patterns of the selected genes were tested by real-time quantitative PCR (qRT-PCR), and the qRT-PCR results were consistent with transcriptome data. The information generated in this work will provide insights into transcriptome responses to cashew apple ripening and hence, it will be helpful for cashew breeding programs aimed at developing genotypes with improved quality traits.
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Affiliation(s)
- Thais Andrade Germano
- Departamento de Bioquímica e Biologia Molecular, Universidade Federal do Ceará, Campus do Pici, Fortaleza, CE, CEP 60440-554, Brazil
| | - Matheus Finger Ramos de Oliveira
- Departamento de Bioquímica e Biologia Molecular, Universidade Federal do Ceará, Campus do Pici, Fortaleza, CE, CEP 60440-554, Brazil
| | - Shahid Aziz
- Departamento de Bioquímica e Biologia Molecular, Universidade Federal do Ceará, Campus do Pici, Fortaleza, CE, CEP 60440-554, Brazil
| | - Antonio Edson Rocha Oliveira
- Departamento de Análises Clínicas e Toxicológicas, Faculdade de Ciências Farmacêuticas, Universidade de São Paulo, São Paulo, SP, CEP 05508-900, Brazil
| | - Kátia Daniella da Cruz Saraiva
- Ciência e Tecnologia da Paraíba, Instituto Federal de Educação, Campus Princesa Isabel, Princesa Isabel, PB, CEP 58755-000, Brazil
| | - Clesivan Pereira Dos Santos
- Departamento de Química, Universidade Estadual de Ponta Grossa, Campus Uvaranas, Ponta Grossa, PR, CEP 84030-900, Brazil
| | | | - José Hélio Costa
- Departamento de Bioquímica e Biologia Molecular, Universidade Federal do Ceará, Campus do Pici, Fortaleza, CE, CEP 60440-554, Brazil.
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Mathiazhagan M, Chidambara B, Hunashikatti LR, Ravishankar KV. Genomic Approaches for Improvement of Tropical Fruits: Fruit Quality, Shelf Life and Nutrient Content. Genes (Basel) 2021; 12:1881. [PMID: 34946829 PMCID: PMC8701245 DOI: 10.3390/genes12121881] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Revised: 10/23/2021] [Accepted: 11/16/2021] [Indexed: 12/17/2022] Open
Abstract
The breeding of tropical fruit trees for improving fruit traits is complicated, due to the long juvenile phase, generation cycle, parthenocarpy, polyploidy, polyembryony, heterozygosity and biotic and abiotic factors, as well as a lack of good genomic resources. Many molecular techniques have recently evolved to assist and hasten conventional breeding efforts. Molecular markers linked to fruit development and fruit quality traits such as fruit shape, size, texture, aroma, peel and pulp colour were identified in tropical fruit crops, facilitating Marker-assisted breeding (MAB). An increase in the availability of genome sequences of tropical fruits further aided in the discovery of SNP variants/Indels, QTLs and genes that can ascertain the genetic determinants of fruit characters. Through multi-omics approaches such as genomics, transcriptomics, metabolomics and proteomics, the identification and quantification of transcripts, including non-coding RNAs, involved in sugar metabolism, fruit development and ripening, shelf life, and the biotic and abiotic stress that impacts fruit quality were made possible. Utilizing genomic assisted breeding methods such as genome wide association (GWAS), genomic selection (GS) and genetic modifications using CRISPR/Cas9 and transgenics has paved the way to studying gene function and developing cultivars with desirable fruit traits by overcoming long breeding cycles. Such comprehensive multi-omics approaches related to fruit characters in tropical fruits and their applications in breeding strategies and crop improvement are reviewed, discussed and presented here.
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Affiliation(s)
| | | | | | - Kundapura V. Ravishankar
- Division of Basic Sciences, ICAR Indian Institute of Horticultural Research, Hessaraghatta Lake Post, Bengaluru 560089, India; (M.M.); (B.C.); (L.R.H.)
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11
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Kaur K, Awasthi P, Tiwari S. Comparative transcriptome analysis of unripe and ripe banana (cv. Nendran) unraveling genes involved in ripening and other related processes. PLoS One 2021; 16:e0254709. [PMID: 34314413 PMCID: PMC8315498 DOI: 10.1371/journal.pone.0254709] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Accepted: 07/02/2021] [Indexed: 11/21/2022] Open
Abstract
Banana is one of the most important fruit crops consumed globally owing to its high nutritional value. Previously, we demonstrated that the ripe pulp of the banana cultivar (cv.) Nendran (AAB) contained a high amount of pro-vitamin A carotenoids. However, the molecular factors involved in the ripening process in Nendran fruit are unexplored. Hence, we commenced a transcriptome study by using the Illumina HiSeq 2500 at two stages i.e. unripe and ripe fruit-pulp of Nendran. Overall, 3474 up and 4727 down-regulated genes were obtained. A large number of identified transcripts were related to genes involved in ripening, cell wall degradation and aroma formation. Gene ontology analysis highlighted differentially expressed genes that play a key role in various pathways. These pathways were mainly linked to cellular, molecular and biological processes. The present transcriptome study also reveals a crucial role of up-regulated carotenoid biosynthesis pathway genes namely, lycopene beta cyclase and geranylgeranyl pyrophosphate synthase at the ripening stage. Genes related to the ripening and other processes like aroma and flavor were highly expressed in the ripe pulp. Expression of numerous transcription factor family genes was also identified. This study lays a path towards understanding the ripening, carotenoid accumulation and other related processes in banana.
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Affiliation(s)
- Karambir Kaur
- Department of Biotechnology, Plant Tissue Culture and Genetic Engineering Lab, National Agri-Food Biotechnology Institute (NABI), Ministry of Science and Technology (Government of India), Mohali, Punjab, India
| | - Praveen Awasthi
- Department of Biotechnology, Plant Tissue Culture and Genetic Engineering Lab, National Agri-Food Biotechnology Institute (NABI), Ministry of Science and Technology (Government of India), Mohali, Punjab, India
| | - Siddharth Tiwari
- Department of Biotechnology, Plant Tissue Culture and Genetic Engineering Lab, National Agri-Food Biotechnology Institute (NABI), Ministry of Science and Technology (Government of India), Mohali, Punjab, India
- * E-mail: ,
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12
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Xin M, Li C, Khoo HE, Li L, He X, Yi P, Tang Y, Sun J. Dynamic Analyses of Transcriptome and Metabolic Profiling: Revealing Molecular Insight of Aroma Synthesis of Mango ( Mangifera indica L. Var. Tainong). FRONTIERS IN PLANT SCIENCE 2021; 12:666805. [PMID: 34025704 PMCID: PMC8138435 DOI: 10.3389/fpls.2021.666805] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Accepted: 04/09/2021] [Indexed: 05/28/2023]
Abstract
This study aimed to evaluate the changes in aromatic components and other chemical properties of Tainong mango during fruit development, ripening, and storage. As the volatiles of Tainong mango and their related molecular mechanisms remain unclear, volatile profile, metabonomics, and transcriptome analyses were applied to investigate the molecular determinants of the synthesis of aroma components in mango during fruit development and storage. Total acids, total sugar, total carotenoids, enzyme activities of the mango pulp samples were also determined. Volatile components of the mango pulp samples were identified using a gas chromatography-mass spectrometric method. Ribonucleic acid (RNA) sequences of the samples were analyzed by real-time polymerase chain reaction. The results showed that 181 volatiles were isolated and identified in the fruit at seven stages. Compared to the other stages, mango collected on day 8 and day 12 had higher concentrations of 17 volatile components, especially (E,Z)-2,6-nonadienal, 53384 transcripts were also detected through RNA sequencing. The differentially expressed genes analyses included catalytic activity, transferase activity, adenosine diphosphate binding, transcription factor activity, and oxidoreductase activity. α-Pinene content and expression of the differentially expressed genes involved in terpenoid metabolism and enzyme activities in the terpenoid metabolic pathways gradually increased during the maturity of the fruit, and had maximum values at day 8 of storage. Moreover, the integrative analyses revealed potential molecular insights of mango development and aroma formation in the fruit.
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Affiliation(s)
- Ming Xin
- Agro-food Science and Technology Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, China
| | - Changbao Li
- Agro-food Science and Technology Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, China
| | - Hock Eng Khoo
- College of Chemistry and Bioengineering, Guilin University of Technology, Guilin, China
| | - Li Li
- Agro-food Science and Technology Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, China
| | - Xuemei He
- Agro-food Science and Technology Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, China
| | - Ping Yi
- Guangxi Key Laboratory of Fruits and Vegetables Storage-processing Technology, Guangxi Academy of Agricultural Sciences, Nanning, China
| | - Yayuan Tang
- Guangxi Key Laboratory of Fruits and Vegetables Storage-processing Technology, Guangxi Academy of Agricultural Sciences, Nanning, China
| | - Jian Sun
- Agro-food Science and Technology Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, China
- Guangxi Key Laboratory of Fruits and Vegetables Storage-processing Technology, Guangxi Academy of Agricultural Sciences, Nanning, China
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13
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Li L, Wu HX, Ma XW, Xu WT, Liang QZ, Zhan RL, Wang SB. Transcriptional mechanism of differential sugar accumulation in pulp of two contrasting mango (Mangifera indica L.) cultivars. Genomics 2020; 112:4505-4515. [PMID: 32735916 DOI: 10.1016/j.ygeno.2020.07.038] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2020] [Revised: 07/20/2020] [Accepted: 07/24/2020] [Indexed: 02/06/2023]
Abstract
Temporal transcriptome analysis combined with targeted metabolomics was employed to investigate the mechanisms of high sugar accumulation in fruit pulp of two contrasting mango cultivars. Ten sugar metabolites were identified in mango pulp with the most dominant being d-glucose. Analysis of the gene expression patterns revealed that the high-sugar cultivar prioritized the conversion of sucrose to d-glucose by up-regulating invertases and β-glucosidases and increased other genes directly contributing to the synthesis of sucrose and d-glucose. In contrast, it repressed the expression of genes converting sucrose, d-glucose and other sugars into intermediates compounds for downstream processes. It also strongly increased the expression of alpha-amylases which may promote high degradation of starch into d-glucose. Besides, ¾ of the sugar transporters was strongly up-regulated, indicative of their preponderant role in sugar accumulation in mango fruit. Overall, this study provides a good insight into the regulation pattern of high sugar accumulation in mango pulp.
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Affiliation(s)
- Li Li
- Key Laboratory of Tropical Fruit Biology of Ministry of Agriculture, South Subtropical Crops Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang 524091, China
| | - Hong-Xia Wu
- Key Laboratory of Tropical Fruit Biology of Ministry of Agriculture, South Subtropical Crops Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang 524091, China
| | - Xiao-Wei Ma
- Key Laboratory of Tropical Fruit Biology of Ministry of Agriculture, South Subtropical Crops Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang 524091, China
| | - Wen-Tian Xu
- Key Laboratory of Tropical Fruit Biology of Ministry of Agriculture, South Subtropical Crops Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang 524091, China
| | - Qing-Zhi Liang
- Key Laboratory of Tropical Fruit Biology of Ministry of Agriculture, South Subtropical Crops Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang 524091, China
| | - Ru-Lin Zhan
- Haikou Experimental Station (Institute of Tropical Fruit Tree), Chinese Academy of Tropical Agricultural Sciences, Haikou 571101, China
| | - Song-Biao Wang
- Key Laboratory of Tropical Fruit Biology of Ministry of Agriculture, South Subtropical Crops Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang 524091, China.
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Bajpai A, Khan K, Muthukumar M, Rajan S, Singh NK. Molecular analysis of anthocyanin biosynthesis pathway genes and their differential expression in mango peel. Genome 2018; 61:157-166. [PMID: 29338343 DOI: 10.1139/gen-2017-0205] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Mango fruit is cherished by masses for its taste and nutrition, contributed by color, flavor, and aroma. Among these, peel color is an important trait contributing to fruit quality and market value. We attempted to elucidate the role of key genes of the anthocyanin biosynthesis pathway related to fruit peel color from the leaf transcriptome of mango cultivar Amrapali. A total of 108 mined transcript sequences were assigned to the phenylpropanoid-flavonoid pathway from which 15 contigs representing anthocyanin biosynthesis genes were annotated. Alternate splice variants were identified by mapping against genes of Citrus clementina and Vitis vinifera (closest relatives) and protein subcellular localization was determined. Phylogenetic analysis of these pathway genes clustered them into distinct groups aligning with homologous genes of Magnifera indica, C. clementina, and V. vinifera. Expression profiling revealed higher relative fold expressions in mature fruit peel of red-colored varieties (Arunika, Ambika, and Tommy Atkins) in comparison with the green-peeled Amrapali. MiCHS, MiCHI, and MiF3H alternate splice variants revealed differential gene expression. Functionally divergent variants indicate availability of an allelic pool programmed to play critical roles in peel color. This study provides insight into the molecular genetic basis of peel color and offers scope for development of biomarkers in varietal improvement programs.
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Affiliation(s)
- Anju Bajpai
- a ICAR-Central Institute for Subtropical Horticulture, Lucknow-226101, India
| | - Kasim Khan
- a ICAR-Central Institute for Subtropical Horticulture, Lucknow-226101, India
| | - M Muthukumar
- a ICAR-Central Institute for Subtropical Horticulture, Lucknow-226101, India
| | - S Rajan
- a ICAR-Central Institute for Subtropical Horticulture, Lucknow-226101, India
| | - N K Singh
- b ICAR-National Research Centre on Plant Biotechnology, Pusa Campus, New Delhi-110012, India
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15
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Singh RK, Chaurasia AK, Bari R, Sane VA. Tocopherol levels in different mango varieties correlate with MiHPPD expression and its over-expression elevates tocopherols in transgenic Arabidopsis and tomato. 3 Biotech 2017; 7:352. [PMID: 29062673 DOI: 10.1007/s13205-017-0991-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2017] [Accepted: 09/21/2017] [Indexed: 01/10/2023] Open
Abstract
Mango fruit tocopherol levels vary in different varieties during ripening. This study shows that tocopherol accumulation is highly correlated with its p-hydroxyphenyl pyruvate dioxygenase (MiHPPD) gene expression during ripening. MiHPPD transcript is ethylene induced and differentially expressed in four mango varieties used in this study. Higher/lower accumulation of tocopherol (mainly α-tocopherol) was achieved by heterologous expression of MiHPPD in Arabidopsis and tomato. The results suggest that tocopherol accumulation in mango fruit is correlated to MiHPPD gene expression. Over-expression of MiHPPD gene channelizes the flux towards tocophreol biosynthesis and could be used as a potential tool for metabolic engineering.
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Affiliation(s)
- Rajesh K Singh
- Plant Gene Expression Laboratory, CSIR-National Botanical Research Institute, Lucknow, 226001 India
- Present Address: Department of Forest Genetics and Plant Physiology, SLU, 901 83 Umeå, Sweden
| | - Akhilesh K Chaurasia
- Plant Molecular Biology Lab, Jain R&D Lab, Agri Park, Jain Irrigation Systems Ltd., Jain Hills, Shirsoli Road, Jalgaon, 425001 India
| | - Rupesh Bari
- Plant Molecular Biology Lab, Jain R&D Lab, Agri Park, Jain Irrigation Systems Ltd., Jain Hills, Shirsoli Road, Jalgaon, 425001 India
| | - Vidhu A Sane
- Plant Gene Expression Laboratory, CSIR-National Botanical Research Institute, Lucknow, 226001 India
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16
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Deshpande AB, Anamika K, Jha V, Chidley HG, Oak PS, Kadoo NY, Pujari KH, Giri AP, Gupta VS. Transcriptional transitions in Alphonso mango (Mangifera indica L.) during fruit development and ripening explain its distinct aroma and shelf life characteristics. Sci Rep 2017; 7:8711. [PMID: 28821734 PMCID: PMC5562913 DOI: 10.1038/s41598-017-08499-5] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2017] [Accepted: 07/10/2017] [Indexed: 01/27/2023] Open
Abstract
Alphonso is known as the “King of mangos” due to its unique flavor, attractive color, low fiber pulp and long shelf life. We analyzed the transcriptome of Alphonso mango through Illumina sequencing from seven stages of fruit development and ripening as well as flower. Total transcriptome data from these stages ranged between 65 and 143 Mb. Importantly, 20,755 unique transcripts were annotated and 4,611 were assigned enzyme commission numbers, which encoded 142 biological pathways. These included ethylene and flavor related secondary metabolite biosynthesis pathways, as well as those involved in metabolism of starch, sucrose, amino acids and fatty acids. Differential regulation (p-value ≤ 0.05) of thousands of transcripts was evident in various stages of fruit development and ripening. Novel transcripts for biosynthesis of mono-terpenes, sesqui-terpenes, di-terpenes, lactones and furanones involved in flavor formation were identified. Large number of transcripts encoding cell wall modifying enzymes was found to be steady in their expression, while few were differentially regulated through these stages. Novel 79 transcripts of inhibitors of cell wall modifying enzymes were simultaneously detected throughout Alphonso fruit development and ripening, suggesting controlled activity of these enzymes involved in fruit softening.
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Affiliation(s)
- Ashish B Deshpande
- Plant Molecular Biology Group, Biochemical Sciences Division, CSIR-National Chemical Laboratory, Pune, 411008, Maharashtra, India
| | - Krishanpal Anamika
- Labs, Persistent Systems Limited, Pingala-Aryabhata, Erandwane, Pune, 411004, India
| | - Vineet Jha
- Labs, Persistent Systems Limited, Pingala-Aryabhata, Erandwane, Pune, 411004, India
| | - Hemangi G Chidley
- Plant Molecular Biology Group, Biochemical Sciences Division, CSIR-National Chemical Laboratory, Pune, 411008, Maharashtra, India
| | - Pranjali S Oak
- Plant Molecular Biology Group, Biochemical Sciences Division, CSIR-National Chemical Laboratory, Pune, 411008, Maharashtra, India
| | - Narendra Y Kadoo
- Plant Molecular Biology Group, Biochemical Sciences Division, CSIR-National Chemical Laboratory, Pune, 411008, Maharashtra, India
| | - Keshav H Pujari
- Dr. Balasaheb Sawant Konkan Agriculture University, Dapoli, 415712, Maharashtra, India
| | - Ashok P Giri
- Plant Molecular Biology Group, Biochemical Sciences Division, CSIR-National Chemical Laboratory, Pune, 411008, Maharashtra, India
| | - Vidya S Gupta
- Plant Molecular Biology Group, Biochemical Sciences Division, CSIR-National Chemical Laboratory, Pune, 411008, Maharashtra, India.
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