1
|
Rajesh MK, Budhwar R, Shukla R, Oraon PK, Goel S, Paul B, Thomas RJ, Dinesh A, Jayasekhar S, Chandran KP, Muralikrishna KS, Nirmal Kumar BJ, Das A. Chromosome scale genome assembly and annotation of coconut cultivar Chowghat Green Dwarf. Sci Rep 2024; 14:28778. [PMID: 39567709 PMCID: PMC11579352 DOI: 10.1038/s41598-024-79768-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Accepted: 11/12/2024] [Indexed: 11/22/2024] Open
Abstract
The high-quality genome of coconut (Cocos nucifera L.) is a crucial resource for enhancing agronomic traits and studying genome evolution within the Arecaceae family. We sequenced the Chowghat Green Dwarf cultivar, which is resistant to the root (wilt) disease, utilizing Illumina, PacBio, ONT, and Hi-C technologies to produce a chromosome-level genome of ~ 2.68 Gb with a scaffold N50 of 174 Mb; approximately 97% of the genome could be anchored to 16 pseudo-molecules (2.62 Gb). In total, 34,483 protein-coding genes were annotated; the BUSCO completeness score was 96.80%, while the k-mer completeness was ~ 87%. The assembled genome includes 2.19 Gb (81.64%) of repetitive sequences, with long terminal repeats (LTRs) constituting the most abundant class at 53.76%. Additionally, our analysis confirms two whole-genome duplication (WGD) events in the C. nucifera lineage. A genome-wide analysis of LTR insertion time revealed ancient divergence and proliferation of copia and gypsy elements. In addition, 1368 RGAs were discovered in the CGD genome. We also developed a web server 'Kalpa Genome Resource' ( http://210.89.54.198:3000/ ), to manage and store a comprehensive array of genomic data, including genome sequences, genetic markers, structural and functional annotations like metabolic pathways, and transcriptomic profiles. The web server has an embedded genome browser to analyze and visualize the genome, its genomics elements, and transcriptome data. The in-built BLAST server allows sequence homology searches against genome, annotated transcriptome & proteome sequences. The genomic dataset and the database will support comparative genome analysis and can expedite genome-driven breeding and enhancement efforts for tapping genetic gains in coconut.
Collapse
Affiliation(s)
- M K Rajesh
- ICAR-Central Plantation Crops Research Institute, Kasaragod, Kerala, 671124, India.
- ICAR-Central Plantation Crops Research Institute, Regional Station, Vittal, Karnataka, 574243, India.
| | - Roli Budhwar
- Bionivid Technology [P] Limited, Bengaluru, Karnataka, 560064, India
| | - Rohit Shukla
- Bionivid Technology [P] Limited, Bengaluru, Karnataka, 560064, India
| | | | - Shailendra Goel
- Department of Botany, University of Delhi, Delhi, 110007, India
| | - Bobby Paul
- Department of Bioinformatics, Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India
| | - Regi Jacob Thomas
- ICAR-Central Plantation Crops Research Institute, Regional Station, Kayamkulam, Kerala, 690533, India
| | - Akshay Dinesh
- ICAR-Central Plantation Crops Research Institute, Kasaragod, Kerala, 671124, India
| | - S Jayasekhar
- ICAR-Central Plantation Crops Research Institute, Kasaragod, Kerala, 671124, India
| | - K P Chandran
- ICAR-Central Plantation Crops Research Institute, Kasaragod, Kerala, 671124, India
| | - K S Muralikrishna
- ICAR-Central Plantation Crops Research Institute, Kasaragod, Kerala, 671124, India
| | - B J Nirmal Kumar
- ICAR-Central Plantation Crops Research Institute, Kasaragod, Kerala, 671124, India
| | - Alpana Das
- ICAR-Central Plantation Crops Research Institute, Research Centre, Kahikuchi, Assam, 781017, India
| |
Collapse
|
2
|
Wu W, Feng X, Wang N, Shao S, Liu M, Si F, Chen L, Jin C, Xu S, Guo Z, Zhong C, Shi S, He Z. Genomic analysis of Nypa fruticans elucidates its intertidal adaptations and early palm evolution. JOURNAL OF INTEGRATIVE PLANT BIOLOGY 2024; 66:824-843. [PMID: 38372488 DOI: 10.1111/jipb.13625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Accepted: 01/28/2024] [Indexed: 02/20/2024]
Abstract
Nypa fruticans (Wurmb), a mangrove palm species with origins dating back to the Late Cretaceous period, is a unique species for investigating long-term adaptation strategies to intertidal environments and the early evolution of palms. Here, we present a chromosome-level genome sequence and assembly for N. fruticans. We integrated the genomes of N. fruticans and other palm family members for a comparative genomic analysis, which confirmed that the common ancestor of all palms experienced a whole-genome duplication event around 89 million years ago, shaping the distinctive characteristics observed in this clade. We also inferred a low mutation rate for the N. fruticans genome, which underwent strong purifying selection and evolved slowly, thus contributing to its stability over a long evolutionary period. Moreover, ancient duplicates were preferentially retained, with critical genes having experienced positive selection, enhancing waterlogging tolerance in N. fruticans. Furthermore, we discovered that the pseudogenization of Early Methionine-labelled 1 (EM1) and EM6 in N. fruticans underly its crypto-vivipary characteristics, reflecting its intertidal adaptation. Our study provides valuable genomic insights into the evolutionary history, genome stability, and adaptive evolution of the mangrove palm. Our results also shed light on the long-term adaptation of this species and contribute to our understanding of the evolutionary dynamics in the palm family.
Collapse
Affiliation(s)
- Weihong Wu
- State Key Laboratory of Biocontrol and Guangdong Provincial Key Laboratory of Plant Resources, School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, China
| | - Xiao Feng
- State Key Laboratory of Biocontrol and Guangdong Provincial Key Laboratory of Plant Resources, School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, China
- Greater Bay Area Institute of Precision Medicine, School of Life Sciences, Fudan University, Guangzhou, 511462, China
| | - Nan Wang
- State Key Laboratory of Biocontrol and Guangdong Provincial Key Laboratory of Plant Resources, School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, China
| | - Shao Shao
- State Key Laboratory of Biocontrol and Guangdong Provincial Key Laboratory of Plant Resources, School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, China
| | - Min Liu
- State Key Laboratory of Biocontrol and Guangdong Provincial Key Laboratory of Plant Resources, School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, China
| | - Fa Si
- State Key Laboratory of Biocontrol and Guangdong Provincial Key Laboratory of Plant Resources, School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, China
| | - Linhao Chen
- State Key Laboratory of Biocontrol and Guangdong Provincial Key Laboratory of Plant Resources, School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, China
| | - Chuanfeng Jin
- State Key Laboratory of Biocontrol and Guangdong Provincial Key Laboratory of Plant Resources, School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, China
| | - Shaohua Xu
- State Key Laboratory of Biocontrol and Guangdong Provincial Key Laboratory of Plant Resources, School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, China
| | - Zixiao Guo
- State Key Laboratory of Biocontrol and Guangdong Provincial Key Laboratory of Plant Resources, School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, China
| | - Cairong Zhong
- Hainan Academy of Forestry (Hainan Academy of Mangrove), Haikou, 571100, China
| | - Suhua Shi
- State Key Laboratory of Biocontrol and Guangdong Provincial Key Laboratory of Plant Resources, School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, China
| | - Ziwen He
- State Key Laboratory of Biocontrol and Guangdong Provincial Key Laboratory of Plant Resources, School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, China
| |
Collapse
|
3
|
Félix JW, Granados-Alegría MI, Gómez-Tah R, Tzec-Simá M, Ruíz-May E, Canto-Canché B, Zamora-Briseño JA, Bojórquez-Velázquez E, Oropeza-Salín C, Islas-Flores I. Proteome Landscape during Ripening of Solid Endosperm from Two Different Coconut Cultivars Reveals Contrasting Carbohydrate and Fatty Acid Metabolic Pathway Modulation. Int J Mol Sci 2023; 24:10431. [PMID: 37445609 DOI: 10.3390/ijms241310431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 06/16/2023] [Accepted: 06/16/2023] [Indexed: 07/15/2023] Open
Abstract
Cocos nucifera L. is a crop grown in the humid tropics. It is grouped into two classes of varieties: dwarf and tall; regardless of the variety, the endosperm of the coconut accumulates carbohydrates in the early stages of maturation and fatty acids in the later stages, although the biochemical factors that determine such behavior remain unknown. We used tandem mass tagging with synchronous precursor selection (TMT-SPS-MS3) to analyze the proteomes of solid endosperms from Yucatan green dwarf (YGD) and Mexican pacific tall (MPT) coconut cultivars. The analysis was conducted at immature, intermediate, and mature development stages to better understand the regulation of carbohydrate and lipid metabolisms. Proteomic analyses showed 244 proteins in YGD and 347 in MPT; from these, 155 proteins were shared between both cultivars. Furthermore, the proteomes related to glycolysis, photosynthesis, and gluconeogenesis, and those associated with the biosynthesis and elongation of fatty acids, were up-accumulated in the solid endosperm of MPT, while in YGD, they were down-accumulated. These results support that carbohydrate and fatty acid metabolisms differ among the developmental stages of the solid endosperm and between the dwarf and tall cultivars. This is the first proteomics study comparing different stages of maturity in two contrasting coconut cultivars and may help in understanding the maturity process in other palms.
Collapse
Affiliation(s)
- Jean Wildort Félix
- Unidad de Bioquímica y Biología Molecular de Plantas, Centro de Investigación Científica de Yucatán, A.C., Calle 43 No. 130 x 32 y 34, Chuburná de Hidalgo, Mérida C.P. 97205, Yucatán, Mexico
| | - María Inés Granados-Alegría
- Unidad de Bioquímica y Biología Molecular de Plantas, Centro de Investigación Científica de Yucatán, A.C., Calle 43 No. 130 x 32 y 34, Chuburná de Hidalgo, Mérida C.P. 97205, Yucatán, Mexico
| | - Rufino Gómez-Tah
- Unidad de Biotecnología, Centro de Investigación Científica de Yucatán, A.C., Calle 43 No. 130 x 32 y 34, Chuburná de Hidalgo, Mérida C.P. 97205, Yucatán, Mexico
| | - Miguel Tzec-Simá
- Unidad de Bioquímica y Biología Molecular de Plantas, Centro de Investigación Científica de Yucatán, A.C., Calle 43 No. 130 x 32 y 34, Chuburná de Hidalgo, Mérida C.P. 97205, Yucatán, Mexico
| | - Eliel Ruíz-May
- Red de Estudios Moleculares Avanzados, Instituto de Ecología, A.C., Carretera antigua a Coatepec 351, Colonia El Haya, Xalapa C.P. 91073, Veracruz, Mexico
| | - Blondy Canto-Canché
- Unidad de Biotecnología, Centro de Investigación Científica de Yucatán, A.C., Calle 43 No. 130 x 32 y 34, Chuburná de Hidalgo, Mérida C.P. 97205, Yucatán, Mexico
| | - Jesús Alejandro Zamora-Briseño
- Red de Estudios Moleculares Avanzados, Instituto de Ecología, A.C., Carretera antigua a Coatepec 351, Colonia El Haya, Xalapa C.P. 91073, Veracruz, Mexico
| | - Esaú Bojórquez-Velázquez
- Red de Estudios Moleculares Avanzados, Instituto de Ecología, A.C., Carretera antigua a Coatepec 351, Colonia El Haya, Xalapa C.P. 91073, Veracruz, Mexico
| | - Carlos Oropeza-Salín
- Unidad de Biotecnología, Centro de Investigación Científica de Yucatán, A.C., Calle 43 No. 130 x 32 y 34, Chuburná de Hidalgo, Mérida C.P. 97205, Yucatán, Mexico
| | - Ignacio Islas-Flores
- Unidad de Bioquímica y Biología Molecular de Plantas, Centro de Investigación Científica de Yucatán, A.C., Calle 43 No. 130 x 32 y 34, Chuburná de Hidalgo, Mérida C.P. 97205, Yucatán, Mexico
| |
Collapse
|
4
|
Wang L, Lee M, Yi Wan Z, Bai B, Ye B, Alfiko Y, Rahmadsyah R, Purwantomo S, Song Z, Suwanto A, Hua Yue G. A Chromosome-level Reference Genome of African Oil Palm Provides Insights into Its Divergence and Stress Adaptation. GENOMICS, PROTEOMICS & BIOINFORMATICS 2023; 21:440-454. [PMID: 36435453 PMCID: PMC10787024 DOI: 10.1016/j.gpb.2022.11.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 10/02/2022] [Accepted: 11/17/2022] [Indexed: 11/27/2022]
Abstract
The palm family (Arecaceae), consisting of ∼ 2600 species, is the third most economically important family of plants. The African oil palm (Elaeis guineensis) is one of the most important palms. However, the genome sequences of palms that are currently available are still limited and fragmented. Here, we report a high-quality chromosome-level reference genome of an oil palm, Dura, assembled by integrating long reads with ∼ 150× genome coverage. The assembled genome was 1.7 Gb in size, covering 94.5% of the estimated genome, of which 91.6% was assigned into 16 pseudochromosomes and 73.7% was repetitive sequences. Relying on the conserved synteny with oil palm, the existing draft genome sequences of both date palm and coconut were further assembled into chromosomal level. Transposon burst, particularly long terminal repeat retrotransposons, following the last whole-genome duplication, likely explains the genome size variation across palms. Sequence analysis of the VIRESCENS gene in palms suggests that DNA variations in this gene are related to fruit colors. Recent duplications of highly tandemly repeated pathogenesis-related proteins from the same tandem arrays play an important role in defense responses to Ganoderma. Whole-genome resequencing of both ancestral African and introduced oil palms in Southeast Asia reveals that genes under putative selection are notably associated with stress responses, suggesting adaptation to stresses in the new habitat. The genomic resources and insights gained in this study could be exploited for accelerating genetic improvement and understanding the evolution of palms.
Collapse
Affiliation(s)
- Le Wang
- Temasek Life Sciences Laboratory, Singapore 117604, Singapore
| | - May Lee
- Temasek Life Sciences Laboratory, Singapore 117604, Singapore
| | - Zi Yi Wan
- Temasek Life Sciences Laboratory, Singapore 117604, Singapore
| | - Bin Bai
- Temasek Life Sciences Laboratory, Singapore 117604, Singapore; Wheat Research Institute, Gansu Academy of Agricultural Sciences, Lanzhou 730070, China
| | - Baoqing Ye
- Temasek Life Sciences Laboratory, Singapore 117604, Singapore
| | - Yuzer Alfiko
- Biotech Lab, Wilmar International, Bekasi 17530, Indonesia
| | | | | | - Zhuojun Song
- Temasek Life Sciences Laboratory, Singapore 117604, Singapore
| | | | - Gen Hua Yue
- Temasek Life Sciences Laboratory, Singapore 117604, Singapore; Department of Biological Sciences, National University of Singapore, Singapore 117558, Singapore.
| |
Collapse
|
5
|
Yousefi K, Abdullah SNA, Hatta MAM, Ling KL. Genomics and Transcriptomics Reveal Genetic Contribution to Population Diversity and Specific Traits in Coconut. PLANTS (BASEL, SWITZERLAND) 2023; 12:plants12091913. [PMID: 37176970 PMCID: PMC10181077 DOI: 10.3390/plants12091913] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Revised: 04/10/2023] [Accepted: 04/11/2023] [Indexed: 05/15/2023]
Abstract
Coconut is an economically important palm species with a long history of human use. It has applications in various food, nutraceuticals, and cosmetic products, and there has been renewed interest in coconut in recent years due to its unique nutritional and medicinal properties. Unfortunately, the sustainable growth of the coconut industry has been hampered due to a shortage of good quality seedlings. Genetic improvement through the traditional breeding approach faced considerable obstacles due to its perennial nature, protracted juvenile period, and high heterozygosity. Molecular biotechnological tools, including molecular markers and next-generation sequencing (NGS), could expedite genetic improvement efforts in coconut. Researchers have employed various molecular markers to reveal genetic diversity among coconut populations and for the construction of a genetic map for exploitation in coconut breeding programs worldwide. Whole genome sequencing and transcriptomics on the different varieties have generated a massive amount of publicly accessible sequence data, substantially improving the ability to analyze and understand molecular mechanisms affecting crop performance. The production of high-yielding and disease-resilient coconuts and the deciphering of the complex coconut genome's structure can profit tremendously from these technologies. This paper aims to provide a comprehensive review of the progress of coconut research, using genomics, transcriptomics, and molecular markers initiatives.
Collapse
Affiliation(s)
- Kobra Yousefi
- Department of Agriculture Technology, Faculty of Agriculture, Universiti Putra Malaysia, Serdang 43400, Selangor, Malaysia
| | - Siti Nor Akmar Abdullah
- Department of Agriculture Technology, Faculty of Agriculture, Universiti Putra Malaysia, Serdang 43400, Selangor, Malaysia
- Laboratory of Sustainable Agronomy and Crop Protection, Institute of Plantation Studies, Universiti Putra Malaysia, Serdang 43400, Selangor, Malaysia
| | - Muhammad Asyraf Md Hatta
- Department of Agriculture Technology, Faculty of Agriculture, Universiti Putra Malaysia, Serdang 43400, Selangor, Malaysia
| | - Kong Lih Ling
- Laboratory of Sustainable Agronomy and Crop Protection, Institute of Plantation Studies, Universiti Putra Malaysia, Serdang 43400, Selangor, Malaysia
| |
Collapse
|
6
|
Khan FS, Goher F, Zhang D, Shi P, Li Z, Htwe YM, Wang Y. Is CRISPR/Cas9 a way forward to fast-track genetic improvement in commercial palms? Prospects and limits. FRONTIERS IN PLANT SCIENCE 2022; 13:1042828. [PMID: 36578341 PMCID: PMC9791139 DOI: 10.3389/fpls.2022.1042828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Accepted: 11/28/2022] [Indexed: 06/17/2023]
Abstract
Commercially important palms (oil palm, coconut, and date palm) are widely grown perennial trees with tremendous commercial significance due to food, edible oil, and industrial applications. The mounting pressure on the human population further reinforces palms' importance, as they are essential crops to meet vegetable oil needs around the globe. Various conventional breeding methods are used for the genetic improvement of palms. However, adopting new technologies is crucial to accelerate breeding and satisfy the expanding population's demands. CRISPR/Cas9 is an efficient genome editing tool that can incorporate desired traits into the existing DNA of the plant without losing common traits. Recent progress in genome editing in oil palm, coconut and date palm are preliminarily introduced to potential readers. Furthermore, detailed information on available CRISPR-based genome editing and genetic transformation methods are summarized for researchers. We shed light on the possibilities of genome editing in palm crops, especially on the modification of fatty acid biosynthesis in oil palm. Moreover, the limitations in genome editing, including inadequate target gene screening due to genome complexities and low efficiency of genetic transformation, are also highlighted. The prospects of CRISPR/Cas9-based gene editing in commercial palms to improve sustainable production are also addressed in this review paper.
Collapse
Affiliation(s)
- Faiza Shafique Khan
- Hainan Key Laboratory for Biosafety Monitoring and Molecular Breeding in Off-Season Reproduction Regions/Sanya Research Institute of Chinese Academy of Tropical Agricultural Sciences, Sanya, Hainan, China
- Hainan Yazhou Bay Seed Laboratory, Sanya, Hainan, China
- Hainan Key Laboratory of Tropical Oil Crops Biology, Coconut Research Institute of Chinese Academy of Tropical Agricultural Sciences, Wenchang, Hainan, China
| | - Farhan Goher
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Plant Protection, Northwest A&F University, Yangling, Shaanxi, China
| | - Dapeng Zhang
- Hainan Key Laboratory for Biosafety Monitoring and Molecular Breeding in Off-Season Reproduction Regions/Sanya Research Institute of Chinese Academy of Tropical Agricultural Sciences, Sanya, Hainan, China
- Hainan Key Laboratory of Tropical Oil Crops Biology, Coconut Research Institute of Chinese Academy of Tropical Agricultural Sciences, Wenchang, Hainan, China
| | - Peng Shi
- Hainan Key Laboratory for Biosafety Monitoring and Molecular Breeding in Off-Season Reproduction Regions/Sanya Research Institute of Chinese Academy of Tropical Agricultural Sciences, Sanya, Hainan, China
- Hainan Key Laboratory of Tropical Oil Crops Biology, Coconut Research Institute of Chinese Academy of Tropical Agricultural Sciences, Wenchang, Hainan, China
| | - Zhiying Li
- Hainan Key Laboratory for Biosafety Monitoring and Molecular Breeding in Off-Season Reproduction Regions/Sanya Research Institute of Chinese Academy of Tropical Agricultural Sciences, Sanya, Hainan, China
- Hainan Key Laboratory of Tropical Oil Crops Biology, Coconut Research Institute of Chinese Academy of Tropical Agricultural Sciences, Wenchang, Hainan, China
| | - Yin Min Htwe
- Hainan Key Laboratory for Biosafety Monitoring and Molecular Breeding in Off-Season Reproduction Regions/Sanya Research Institute of Chinese Academy of Tropical Agricultural Sciences, Sanya, Hainan, China
- Hainan Yazhou Bay Seed Laboratory, Sanya, Hainan, China
- Hainan Key Laboratory of Tropical Oil Crops Biology, Coconut Research Institute of Chinese Academy of Tropical Agricultural Sciences, Wenchang, Hainan, China
| | - Yong Wang
- Hainan Key Laboratory for Biosafety Monitoring and Molecular Breeding in Off-Season Reproduction Regions/Sanya Research Institute of Chinese Academy of Tropical Agricultural Sciences, Sanya, Hainan, China
- Hainan Key Laboratory of Tropical Oil Crops Biology, Coconut Research Institute of Chinese Academy of Tropical Agricultural Sciences, Wenchang, Hainan, China
| |
Collapse
|
7
|
Arumugam T, Hatta MAM. Improving Coconut Using Modern Breeding Technologies: Challenges and Opportunities. PLANTS (BASEL, SWITZERLAND) 2022; 11:3414. [PMID: 36559524 PMCID: PMC9784122 DOI: 10.3390/plants11243414] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 10/19/2022] [Accepted: 10/26/2022] [Indexed: 06/17/2023]
Abstract
Coconut (Cocos nucifera L.) is a perennial palm with a wide range of distribution across tropical islands and coastlines. Multitude use of coconut by nature is important in the socio-economic fabric framework among rural smallholders in producing countries. It is a major source of income for 30 million farmers, while 60 million households rely on the coconut industry directly as farm workers and indirectly through the distribution, marketing, and processing of coconut and coconut-based products. Stagnant production, inadequate planting materials, the effects of climate change, as well as pests and diseases are among the key issues that need to be urgently addressed in the global coconut industry. Biotechnology has revolutionized conventional breeding approaches in creating genetic variation for trait improvement in a shorter period of time. In this review, we highlighted the challenges of current breeding strategies and the potential of biotechnological approaches, such as genomic-assisted breeding, next-generation sequencing (NGS)-based genotyping and genome editing tools in improving the coconut. Also, combining these technologies with high-throughput phenotyping approaches and speed breeding could speed up the rate of genetic gain in coconut breeding to solve problems that have been plaguing the industry for decades.
Collapse
Affiliation(s)
| | - Muhammad Asyraf Md Hatta
- Department of Agriculture Technology, Faculty of Agriculture, Universiti Putra Malaysia, Serdang 43400, Selangor, Malaysia
| |
Collapse
|
8
|
Sabana AA, Antony G, Rajesh MK, Gangaraj KP, Niral V, Sudha R, Jerard BA. Development and characterization of non-coding RNA-derived simple sequence repeat markers in coconut (Cocos nucifera L.). Funct Integr Genomics 2022; 22:1243-1251. [DOI: 10.1007/s10142-022-00911-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 10/17/2022] [Accepted: 10/18/2022] [Indexed: 11/29/2022]
|
9
|
Grimplet J. Genomic and Bioinformatic Resources for Perennial Fruit Species. Curr Genomics 2022; 23:217-233. [PMID: 36777875 PMCID: PMC9875543 DOI: 10.2174/1389202923666220428102632] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Revised: 03/12/2022] [Accepted: 03/12/2022] [Indexed: 11/22/2022] Open
Abstract
In the post-genomic era, data management and development of bioinformatic tools are critical for the adequate exploitation of genomics data. In this review, we address the actual situation for the subset of crops represented by the perennial fruit species. The agronomical singularity of these species compared to plant and crop model species provides significant challenges on the implementation of good practices generally not addressed in other species. Studies are usually performed over several years in non-controlled environments, usage of rootstock is common, and breeders heavily rely on vegetative propagation. A reference genome is now available for all the major species as well as many members of the economically important genera for breeding purposes. Development of pangenome for these species is beginning to gain momentum which will require a substantial effort in term of bioinformatic tool development. The available tools for genome annotation and functional analysis will also be presented.
Collapse
Affiliation(s)
- Jérôme Grimplet
- Centro de Investigación y Tecnología Agroalimentaria de Aragón (CITA), Unidad de Hortofruticultura, Gobierno de Aragón, Avda. Montañana, Zaragoza, Spain
- Instituto Agroalimentario de Aragón–IA2 (CITA-Universidad de Zaragoza), Calle Miguel Servet, Zaragoza, Spain
| |
Collapse
|
10
|
Caro RES, Cagayan J, Gardoce RR, Manohar ANC, Canama-Salinas AO, Rivera RL, Lantican DV, Galvez HF, Reaño CE. Mining and validation of novel simple sequence repeat (SSR) markers derived from coconut (Cocos nucifera L.) genome assembly. J Genet Eng Biotechnol 2022; 20:71. [PMID: 35575943 PMCID: PMC9110602 DOI: 10.1186/s43141-022-00354-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Accepted: 05/02/2022] [Indexed: 11/10/2022]
Abstract
BACKGROUND In the past, simple sequence repeat (SSR) marker development in coconut is achieved through microsatellite probing in bacterial artificial chromosome (BAC) clones or using previously developed SSR markers from closely related genomes. These coconut SSRs are publicly available in published literatures and online databases; however, the number is quite limited. Here, we used a locally established, coconut genome-wide SSR prediction bioinformatics pipeline to generate a vast amount of coconut SSR markers. RESULTS A total of 7139 novel SSR markers were derived from the genome assembly of coconut 'Catigan Green Dwarf' (CATD). A subset of the markers, amounting to 131, were selected for synthesis based on motif filtering, contig distribution, product size exclusion, and success of in silico PCR in the CATD genome assembly. The OligoAnalyzer tool was also employed using the following desired parameters: %GC, 40-60%; minimum ΔG value for hairpin loop, -0.3 kcal/mol; minimum ΔG value for self-dimer, -0.9 kcal/mol; and minimum ΔG value for heterodimer, -0.9 kcal/mol. We have successfully synthesized, optimized, and amplified 131 novel SSR markers in coconut using 'Catigan Green Dwarf' (CATD), 'Laguna Tall' (LAGT), 'West African Tall' (WAT), and SYNVAR (LAGT × WAT) genotypes. Of the 131 SSR markers, 113 were polymorphic among the analyzed coconut genotypes. CONCLUSION The development of novel SSR markers for coconut will serve as a valuable resource for mapping of quantitative trait loci (QTLs), assessment of genetic diversity and population structure, hybridity testing, and other marker-assisted plant breeding applications.
Collapse
Affiliation(s)
- Reina Esther S Caro
- Institute of Plant Breeding (IPB), College of Agriculture and Food Science, University of the Philippines Los Baños, College, 4031, Los Baños, Laguna, Philippines
- Philippine Genome Center - Program For Agriculture, Livestock, Fisheries and Forestry, University of the Philippines Los Baños, College, Los Baños, 4031, Laguna, Philippines
| | - Jesmar Cagayan
- Institute of Plant Breeding (IPB), College of Agriculture and Food Science, University of the Philippines Los Baños, College, 4031, Los Baños, Laguna, Philippines
- Philippine Genome Center - Program For Agriculture, Livestock, Fisheries and Forestry, University of the Philippines Los Baños, College, Los Baños, 4031, Laguna, Philippines
| | - Roanne R Gardoce
- Institute of Plant Breeding (IPB), College of Agriculture and Food Science, University of the Philippines Los Baños, College, 4031, Los Baños, Laguna, Philippines
| | - Anand Noel C Manohar
- Institute of Plant Breeding (IPB), College of Agriculture and Food Science, University of the Philippines Los Baños, College, 4031, Los Baños, Laguna, Philippines.
| | - Alma O Canama-Salinas
- Institute of Plant Breeding (IPB), College of Agriculture and Food Science, University of the Philippines Los Baños, College, 4031, Los Baños, Laguna, Philippines
| | - Ramon L Rivera
- Philippine Coconut Authority - Zamboanga Research Center, San Ramon, 7000, Zamboanga City, Philippines
| | - Darlon V Lantican
- Institute of Plant Breeding (IPB), College of Agriculture and Food Science, University of the Philippines Los Baños, College, 4031, Los Baños, Laguna, Philippines
| | - Hayde F Galvez
- Institute of Plant Breeding (IPB), College of Agriculture and Food Science, University of the Philippines Los Baños, College, 4031, Los Baños, Laguna, Philippines
- Philippine Genome Center - Program For Agriculture, Livestock, Fisheries and Forestry, University of the Philippines Los Baños, College, Los Baños, 4031, Laguna, Philippines
| | - Consorcia E Reaño
- Institute of Crop Science, College of Agriculture and Food Science, University of the Philippines Los Baños, College, 4031, Los Baños, Laguna, Philippines
| |
Collapse
|
11
|
Cortaga CQ, Lachica JAP, Lantican DV, Ocampo ETM. Genome-wide SNP and InDel analysis of three Philippine mango species inferred from whole-genome sequencing. J Genet Eng Biotechnol 2022; 20:46. [PMID: 35275322 PMCID: PMC8917249 DOI: 10.1186/s43141-022-00326-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Accepted: 02/27/2022] [Indexed: 11/16/2022]
Abstract
Background The Philippines is among the top 10 major exporters of mango worldwide. However, genomic studies of Philippine mangoes remain largely unexplored and lacking. Here, we sequenced the whole genome of the three Philippine mango species, namely, Mangifera odorata (Huani), Mangifera altissima (Paho), and Mangifera indica “Carabao” variety using Illumina HiSeq 2500, to identify and analyze their genome-wide variants (SNPs and InDels). Results The high confidence variants were identified by successfully mapping 93–95% of the quality-filtered reads to the Alphonso and Tommy Atkins mango reference genomes. Using these two currently available mango genomes, most variants were observed in M. odorata (4,353,063 and 4,277,287), followed by M. altissima (3,392,763 and 3,449,917), and lastly, M. indica Carabao (2,755,267 and 2,852,480). Approximately 50, 46, and 38% of the variants were unique in the three Philippine mango genomes. The analysis of variant effects and functional annotation across the three mango species revealed 56,982 variants with high-impact effects mapped onto 37,746 genes, of which 25% were found to be novel. The affected mango genes include those with potential economic importance such as 6945 genes for defense/resistance/immune response, 323 genes for fruit development, and 338 genes for anthocyanin production. Conclusions To date, this is the first sequencing effort to comprehensively analyze genome-wide variants essential for the development of genome-wide markers specific to these mango species native to the Philippines. This study provides an important genomic resource that can be used for the genetic improvement of mangoes. Supplementary Information The online version contains supplementary material available at 10.1186/s43141-022-00326-3.
Collapse
Affiliation(s)
- Cris Q Cortaga
- Institute of Crop Science, College of Agriculture and Food Science, University of the Philippines Los Baños, College, 4031, Laguna, Philippines. .,Institute of Plant Breeding, College of Agriculture and Food Science, University of the Philippines Los Baños, College, 4031, Laguna, Philippines.
| | - John Albert P Lachica
- Institute of Crop Science, College of Agriculture and Food Science, University of the Philippines Los Baños, College, 4031, Laguna, Philippines.,Institute of Plant Breeding, College of Agriculture and Food Science, University of the Philippines Los Baños, College, 4031, Laguna, Philippines
| | - Darlon V Lantican
- Institute of Plant Breeding, College of Agriculture and Food Science, University of the Philippines Los Baños, College, 4031, Laguna, Philippines
| | - Eureka Teresa M Ocampo
- Institute of Crop Science, College of Agriculture and Food Science, University of the Philippines Los Baños, College, 4031, Laguna, Philippines.,Institute of Plant Breeding, College of Agriculture and Food Science, University of the Philippines Los Baños, College, 4031, Laguna, Philippines
| |
Collapse
|
12
|
Genome-wide diversity analysis to infer population structure and linkage disequilibrium among Colombian coconut germplasm. Sci Rep 2022; 12:2958. [PMID: 35194112 PMCID: PMC8863804 DOI: 10.1038/s41598-022-07013-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Accepted: 01/12/2022] [Indexed: 11/09/2022] Open
Abstract
Genetic diversity and relatedness of accessions for coconut growing in Colombia was unknown until this study. Here we develop single nucleotide polymorphisms (SNPs) along the coconut genome based on Genotyping by Sequencing (GBS) with the goal of analyze the genetic diversity, population structure, and linkage disequilibrium (LD) of a diverse coconut panel consisting of 112 coconut accessions from the Atlantic and Pacific coasts of Colombia. A comprehensive catalog of approximately 40,000 SNPs with a minor allele frequency (MAF) of > 0.05 is presented. A total of 40,614 SNPs were found but only 19,414 anchored to chromosomes. Of these, 10,338 and 4606 were exclusive to the Atlantic and Pacific gene pools, respectively, and 3432 SNPs could differentiate both gene pools. A filtered subset of unlinked and anchored SNPs (1271) showed a population structure at K = 4, separating accessions from the Pacific and Atlantic coasts that can also be distinguished by palm height, as found in previous studies. The Pacific groups had a slow LD decay, low Fixation Index (Fst) and low nucleotide diversity (π), while the Atlantic group had slightly higher genetic diversity and faster LD decay. Genome-wide diversity analyses are of importance to promote germplasm conservation and breeding programs aimed at developing new cultivars better adapted to the region.
Collapse
|
13
|
Cortaga CQ, Latina RA, Habunal RR, Lantican DV. Identification and characterization of genome-wide resistance gene analogs (RGAs) of durian (Durio zibethinus L.). JOURNAL OF GENETIC ENGINEERING AND BIOTECHNOLOGY 2022; 20:29. [PMID: 35157163 PMCID: PMC8844316 DOI: 10.1186/s43141-022-00313-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Accepted: 02/04/2022] [Indexed: 12/31/2022]
Abstract
BACKGROUND Durian (Durio zibethinus L.) is a tropical fruit crop which is popular in Southeast Asia but recently gaining popularity in other parts of the world. In this study, we analyzed the resistance gene analogs (RGAs) of durian through mining of the currently available reference genome of its 'Musang King' cultivar (PRJNA400310). RESULTS A total of 2586 RGAs were identified in the durian genome consisting of 47 nucleotide binding site proteins (NBS), 158 NBS-leucine rich repeat proteins (NL), 400 coiled-coil NBS-LRR (CNL), 72 toll/interleukin-1 receptor NBS-LRR (TNL), 54 coiled-coil NBS (CN), 10 toll/interleukin-1 receptor NBS (TN), 19 toll/interleukin-1 receptor with unknown domain (TX), 246 receptor-like proteins (RLP), 1,377 receptor-like kinases (RLK), 185 TM-CC, and 18 other NBS-containing proteins with other domains. These RGAs were functionally annotated and characterized via gene ontology (GO) analysis. Among the RGAs with the highest copies in durian genome include the putative disease resistance RPP13-like protein 1, disease resistance protein At4g27190, disease resistance protein RPS6, Probable disease resistance protein At4g27220, and putative disease resistance protein RGA3, while 35 RGAs were found to be novel. Phylogenetic analyses revealed that the genome-wide RGAs were broadly clustered into four major clades based on their domain classification. CONCLUSION To our knowledge, this is the most comprehensive analysis of durian RGAs which provides a valuable resource for genetic, agronomic, and other biological research of this important tropical fruit crop.
Collapse
Affiliation(s)
- Cris Q Cortaga
- Institute of Plant Breeding (IPB), College of Agriculture, University of the Philippines Los Baños, 4031, College, Laguna, Philippines
| | - Romnick A Latina
- Institute of Weed Science, Entomology, and Plant Pathology (IWEP), College of Agriculture and Food Science, University of the Philippines Los Baños, 4031, College, Laguna, Philippines
| | - Rosteo R Habunal
- Institute of Plant Breeding (IPB), College of Agriculture, University of the Philippines Los Baños, 4031, College, Laguna, Philippines
| | - Darlon V Lantican
- Institute of Plant Breeding (IPB), College of Agriculture, University of the Philippines Los Baños, 4031, College, Laguna, Philippines.
| |
Collapse
|
14
|
Yuan Y. Applications of Optical Mapping for Plant Genome Assembly and Structural Variation Detection. Methods Mol Biol 2022; 2443:245-257. [PMID: 35037210 DOI: 10.1007/978-1-0716-2067-0_13] [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] [Indexed: 06/14/2023]
Abstract
Optical mapping plays an important role in plant genomics, particularly in plant genome assembly and large-scale structural variation detection. While DNA sequencing provides base-by-base nucleotide information, optical mapping shows the physical locations of selected enzyme restriction sites in a genome. The long single-molecule maps produced by optical mapping make it a useful auxiliary technique to DNA sequencing, which generally cannot span large and complex genomic regions. Although optical mapping, therefore, offers unique advantages to researchers, there are few dedicated tools to assist in optical mapping analyses. In this chapter, we present runBNG2, a successor of runBNG to help optical-mapping data analysis for diverse datasets.
Collapse
Affiliation(s)
- Yuxuan Yuan
- School of Life Sciences, The Chinese University of Hong Kong, Hong Kong, SAR, China.
- State Key Laboratory for Agrobiotechnology, The Chinese University of Hong Kong, Hong Kong, SAR, China.
| |
Collapse
|
15
|
Joo KA, Muszynski MG, Kantar MB, Wang ML, He X, Del Valle Echevarria AR. Utilizing CRISPR-Cas in Tropical Crop Improvement: A Decision Process for Fitting Genome Engineering to Your Species. Front Genet 2021; 12:786140. [PMID: 34868276 PMCID: PMC8633396 DOI: 10.3389/fgene.2021.786140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Accepted: 10/29/2021] [Indexed: 11/13/2022] Open
Abstract
Adopting modern gene-editing technologies for trait improvement in agriculture requires important workflow developments, yet these developments are not often discussed. Using tropical crop systems as a case study, we describe a workflow broken down into discrete processes with specific steps and decision points that allow for the practical application of the CRISPR-Cas gene editing platform in a crop of interest. While we present the steps of developing genome-edited plants as sequential, in practice parts can be done in parallel, which are discussed in this perspective. The main processes include 1) understanding the genetic basis of the trait along with having the crop’s genome sequence, 2) testing and optimization of the editing reagents, development of efficient 3) tissue culture and 4) transformation methods, and 5) screening methods to identify edited events with commercial potential. Our goal in this perspective is to help any lab that wishes to implement this powerful, easy-to-use tool in their pipeline, thus aiming to democratize the technology.
Collapse
Affiliation(s)
- Kathleen A Joo
- Department of Tropical Plant and Soil Sciences, University of Hawaii at Manoa, Honolulu, HI, United States
| | - Michael G Muszynski
- Department of Tropical Plant and Soil Sciences, University of Hawaii at Manoa, Honolulu, HI, United States
| | - Michael B Kantar
- Department of Tropical Plant and Soil Sciences, University of Hawaii at Manoa, Honolulu, HI, United States
| | - Ming-Li Wang
- Hawaii Agriculture Research Center, Waipahu, HI, United States
| | - Xiaoling He
- Hawaii Agriculture Research Center, Waipahu, HI, United States
| | - Angel R Del Valle Echevarria
- Department of Tropical Plant and Soil Sciences, University of Hawaii at Manoa, Honolulu, HI, United States.,Hawaii Agriculture Research Center, Waipahu, HI, United States
| |
Collapse
|
16
|
Frequent Gene Duplication/Loss Shapes Distinct Evolutionary Patterns of NLR Genes in Arecaceae Species. HORTICULTURAE 2021. [DOI: 10.3390/horticulturae7120539] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Nucleotide-binding leucine-rich repeat (NLR) genes play a key role in plant immune responses and have co-evolved with pathogens since the origin of green plants. Comparative genomic studies on the evolution of NLR genes have been carried out in several angiosperm lineages. However, most of these lineages come from the dicot clade. In this study, comparative analysis was performed on NLR genes from five Arecaceae species to trace the dynamic evolutionary pattern of the gene family during species speciation in this monocot lineage. The results showed that NLR genes from the genomes of Elaeis guineensis (262), Phoenix dactylifera (85), Daemonorops jenkinsiana (536), Cocos nucifera (135) and Calamus simplicifolius (399) are highly variable. Frequent domain loss and alien domain integration have occurred to shape the NLR protein structures. Phylogenetic analysis revealed that NLR genes from the five genomes were derived from dozens of ancestral genes. D. jenkinsiana and E. guineensis genomes have experienced “consistent expansion” of the ancestral NLR lineages, whereas a pattern of “first expansion and then contraction” of NLR genes was observed for P. dactylifera, C. nucifera and C. simplicifolius. The results suggest that rapid and dynamic gene content and structure variation have shaped the NLR profiles of Arecaceae species.
Collapse
|
17
|
Wang S, Xiao Y, Zhou ZW, Yuan J, Guo H, Yang Z, Yang J, Sun P, Sun L, Deng Y, Xie WZ, Song JM, Qamar MTU, Xia W, Liu R, Gong S, Wang Y, Wang F, Liu X, Fernie AR, Wang X, Fan H, Chen LL, Luo J. High-quality reference genome sequences of two coconut cultivars provide insights into evolution of monocot chromosomes and differentiation of fiber content and plant height. Genome Biol 2021; 22:304. [PMID: 34736486 PMCID: PMC8567702 DOI: 10.1186/s13059-021-02522-9] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Accepted: 10/21/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Coconut is an important tropical oil and fruit crop whose evolutionary position renders it a fantastic species for the investigation of the evolution of monocot chromosomes and the subsequent differentiation of ancient plants. RESULTS Here, we report the assembly and annotation of reference-grade genomes of Cn. tall and Cn. dwarf, whose genome sizes are 2.40 Gb and 2.39 Gb, respectively. The comparative analysis reveals that the two coconut subspecies diverge about 2-8 Mya while the conserved Arecaceae-specific whole-genome duplication (ω WGD) occurs approximately 47-53 Mya. It additionally allows us to reconstruct the ancestral karyotypes of the ten ancient monocot chromosomes and the evolutionary trajectories of the 16 modern coconut chromosomes. Fiber synthesis genes in Cn. tall, related to lignin and cellulose synthesis, are found at a higher copy number and expression level than dwarf coconuts. Integrated multi-omics analysis reveals that the difference in coconut plant height is the result of altered gibberellin metabolism, with both the GA20ox copy number and a single-nucleotide change in the promoter together leading to the difference in plant height between Cn. tall and Cn. dwarf. CONCLUSION We provide high-quality coconut genomes and reveal the genetic basis of trait differences between two coconuts through multi-omics analysis. We also reveal that the selection of plant height has been targeted for the same gene for millions of years, not only in natural selection of ancient plant as illustrated in coconut, but also for artificial selection in cultivated crops such as rice and maize.
Collapse
Affiliation(s)
- Shouchuang Wang
- Hainan Key Laboratory of Tropical Oil Crops Biology, Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, Wenchang, China
- College of Tropical Crops, Hainan University, Haikou, 570228, China
- Sanya Nanfan Research Institute of Hainan University, Hainan Yazhou Bay Seed Laboratory, Sanya, 572025, China
| | - Yong Xiao
- Hainan Key Laboratory of Tropical Oil Crops Biology, Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, Wenchang, China
- Sanya Research Institute of Chinese Academy of Tropical Agricultural Sciences, Sanya, China
| | - Zhi-Wei Zhou
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-bioresources, College of Life Science and Technology, Guangxi University, Nanning, 530004, China
| | - Jiaqing Yuan
- College of Life Sciences, Shaanxi Normal University, Xi'an, 710119, China
| | - Hao Guo
- College of Tropical Crops, Hainan University, Haikou, 570228, China
| | - Zhuang Yang
- College of Tropical Crops, Hainan University, Haikou, 570228, China
- Sanya Nanfan Research Institute of Hainan University, Hainan Yazhou Bay Seed Laboratory, Sanya, 572025, China
| | - Jun Yang
- College of Tropical Crops, Hainan University, Haikou, 570228, China
| | - Pengchuan Sun
- Center for Genomics and Computational Biology, North China University of Science and Technology, Tangshan, China
| | - Lisong Sun
- College of Tropical Crops, Hainan University, Haikou, 570228, China
- Sanya Nanfan Research Institute of Hainan University, Hainan Yazhou Bay Seed Laboratory, Sanya, 572025, China
| | - Yuan Deng
- College of Tropical Crops, Hainan University, Haikou, 570228, China
- Sanya Nanfan Research Institute of Hainan University, Hainan Yazhou Bay Seed Laboratory, Sanya, 572025, China
| | - Wen-Zhao Xie
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China
| | - Jia-Ming Song
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-bioresources, College of Life Science and Technology, Guangxi University, Nanning, 530004, China
| | - Muhammad Tahir Ul Qamar
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-bioresources, College of Life Science and Technology, Guangxi University, Nanning, 530004, China
| | - Wei Xia
- College of Tropical Crops, Hainan University, Haikou, 570228, China
| | - Rui Liu
- Hainan Key Laboratory of Tropical Oil Crops Biology, Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, Wenchang, China
| | - Shufang Gong
- Hainan Key Laboratory of Tropical Oil Crops Biology, Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, Wenchang, China
| | - Yong Wang
- Hainan Key Laboratory of Tropical Oil Crops Biology, Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, Wenchang, China
| | - Fuyou Wang
- Hainan Key Laboratory of Tropical Oil Crops Biology, Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, Wenchang, China
| | - Xianqing Liu
- College of Tropical Crops, Hainan University, Haikou, 570228, China
| | - Alisdair R Fernie
- Max Planck Institute of Molecular Plant Physiology, 14476, Potsdam-Golm, Germany
| | - Xiyin Wang
- Center for Genomics and Computational Biology, North China University of Science and Technology, Tangshan, China.
| | - Haikuo Fan
- Hainan Key Laboratory of Tropical Oil Crops Biology, Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, Wenchang, China.
| | - Ling-Ling Chen
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-bioresources, College of Life Science and Technology, Guangxi University, Nanning, 530004, China.
| | - Jie Luo
- College of Tropical Crops, Hainan University, Haikou, 570228, China.
- Sanya Nanfan Research Institute of Hainan University, Hainan Yazhou Bay Seed Laboratory, Sanya, 572025, China.
| |
Collapse
|
18
|
Kalaipandian S, Mu Z, Kong EYY, Biddle J, Cave R, Bazrafshan A, Wijayabandara K, Beveridge FC, Nguyen Q, Adkins SW. Cloning Coconut via Somatic Embryogenesis: A Review of the Current Status and Future Prospects. PLANTS (BASEL, SWITZERLAND) 2021; 10:2050. [PMID: 34685859 PMCID: PMC8538321 DOI: 10.3390/plants10102050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/19/2021] [Revised: 09/17/2021] [Accepted: 09/17/2021] [Indexed: 11/30/2022]
Abstract
Coconut [Cocos nucifera L.] is often called "the tree of life" because of its many uses in the food, beverage, medicinal, and cosmetic industries. Currently, more than 50% of the palms grown throughout the world are senile and need to be replanted immediately to ensure production levels meet the present and increasing demand for coconut products. Mass replanting will not be possible using traditional propagation methods from seed. Recent studies have indicated that in vitro cloning via somatic embryogenesis is the most promising alternative for the large-scale production of new coconut palms. This paper provides a review on the status and prospects for the application of somatic embryogenesis to mass clonal propagation of coconut.
Collapse
Affiliation(s)
- Sundaravelpandian Kalaipandian
- School of Agriculture and Food Sciences, The University of Queensland, Gatton, QLD 4343, Australia; (Z.M.); (E.Y.Y.K.); (J.B.); (R.C.); (A.B.); (K.W.); (F.C.B.); (S.W.A.)
| | - Zhihua Mu
- School of Agriculture and Food Sciences, The University of Queensland, Gatton, QLD 4343, Australia; (Z.M.); (E.Y.Y.K.); (J.B.); (R.C.); (A.B.); (K.W.); (F.C.B.); (S.W.A.)
| | - Eveline Yee Yan Kong
- School of Agriculture and Food Sciences, The University of Queensland, Gatton, QLD 4343, Australia; (Z.M.); (E.Y.Y.K.); (J.B.); (R.C.); (A.B.); (K.W.); (F.C.B.); (S.W.A.)
| | - Julianne Biddle
- School of Agriculture and Food Sciences, The University of Queensland, Gatton, QLD 4343, Australia; (Z.M.); (E.Y.Y.K.); (J.B.); (R.C.); (A.B.); (K.W.); (F.C.B.); (S.W.A.)
- Australian Centre for International Agricultural Research, Canberra, ACT 2617, Australia
| | - Robyn Cave
- School of Agriculture and Food Sciences, The University of Queensland, Gatton, QLD 4343, Australia; (Z.M.); (E.Y.Y.K.); (J.B.); (R.C.); (A.B.); (K.W.); (F.C.B.); (S.W.A.)
| | - Amirhossein Bazrafshan
- School of Agriculture and Food Sciences, The University of Queensland, Gatton, QLD 4343, Australia; (Z.M.); (E.Y.Y.K.); (J.B.); (R.C.); (A.B.); (K.W.); (F.C.B.); (S.W.A.)
| | - Kusinara Wijayabandara
- School of Agriculture and Food Sciences, The University of Queensland, Gatton, QLD 4343, Australia; (Z.M.); (E.Y.Y.K.); (J.B.); (R.C.); (A.B.); (K.W.); (F.C.B.); (S.W.A.)
| | - Fernanda Caro Beveridge
- School of Agriculture and Food Sciences, The University of Queensland, Gatton, QLD 4343, Australia; (Z.M.); (E.Y.Y.K.); (J.B.); (R.C.); (A.B.); (K.W.); (F.C.B.); (S.W.A.)
| | - Quang Nguyen
- Applied Biotechnology for Crop Development Research Unit, The International University, Ho Chi Minh City 700000, Vietnam;
| | - Steve W. Adkins
- School of Agriculture and Food Sciences, The University of Queensland, Gatton, QLD 4343, Australia; (Z.M.); (E.Y.Y.K.); (J.B.); (R.C.); (A.B.); (K.W.); (F.C.B.); (S.W.A.)
| |
Collapse
|
19
|
Hosni H, Diallo A, Morcillo F, Vaissayre V, Collin M, Tranchant-Dubreuil C, Dussert S, Joët T, Castaño F, Marquínez X, Stauffer FW, Hodel DR, Castillo Mont JJ, Adam H, Jouannic S, Tregear JW. Redox-related gene expression and sugar accumulation patterns are altered in the edible inflorescence produced by the cultivated form of pacaya palm (Chamaedorea tepejilote). ANNALS OF BOTANY 2021; 128:231-240. [PMID: 33978714 PMCID: PMC8324030 DOI: 10.1093/aob/mcab060] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Accepted: 05/07/2021] [Indexed: 05/23/2023]
Abstract
BACKGROUND AND AIMS The pacaya palm is a dioecious neotropical palm species that is exploited in Latin America for its male inflorescence, which is edible when immature. It is cultivated, in a non-intensive manner, in Guatemala, where a morphotype occurs that produces much larger, more highly branched inflorescences compared with wild palms. We sought to identify molecular factors underlying this phenotypic divergence, which is likely to be a product of domestication. METHODS We performed RNA-seq-based studies on immature pacaya palm male inflorescences in order to identify genes that might be directly or indirectly affected in their expression in relation to domestication. We also measured the accumulation of a range of soluble sugar molecules to provide information on the biochemical status of the two different types of material. KEY RESULTS A total of 408 genes were found to display significantly different expression levels between the wild and cultivated morphotypes. Three different functional categories were found to be enriched in the gene set that was upregulated in the cultivated morphotype: redox balance; secondary metabolism; and transport. Several sugars were found to accumulate at higher levels in inflorescences of the cultivated morphotype, in particular myo-inositol, fructose and glucose. CONCLUSIONS The observed upregulation of redox-related genes in the cultivated morphotype is corroborated by the observation of higher myo-inositol accumulation, which has been shown to be associated with enhanced scavenging of reactive oxygen species in other plants and which may affect meristem activity.
Collapse
Affiliation(s)
- Hanene Hosni
- Institut de Recherche pour le Développement (IRD), UMR DIADE, Université de Montpellier, Montpellier, France
| | - Abdoulaye Diallo
- Institut de Recherche pour le Développement (IRD), UMR DIADE, Université de Montpellier, Montpellier, France
| | - Fabienne Morcillo
- CIRAD, DIADE, Montpellier, France
- DIADE, Université de Montpellier, Institut de Recherche pour le Développement, Montpellier, France
| | - Virginie Vaissayre
- Institut de Recherche pour le Développement (IRD), UMR DIADE, Université de Montpellier, Montpellier, France
| | - Myriam Collin
- Institut de Recherche pour le Développement (IRD), UMR DIADE, Université de Montpellier, Montpellier, France
| | | | - Stéphane Dussert
- Institut de Recherche pour le Développement (IRD), UMR DIADE, Université de Montpellier, Montpellier, France
| | - Thierry Joët
- Institut de Recherche pour le Développement (IRD), UMR DIADE, Université de Montpellier, Montpellier, France
| | - Felipe Castaño
- Universidad Industrial de Santander, Escuela de Biología, Calle, Bucaramanga, Colombia
| | - Xavier Marquínez
- Universidad Nacional de Colombia, Departamento de Biología, Carrera, Bogotá, Colombia
| | - Fred W Stauffer
- Conservatoire et Jardin botaniques de la Ville de Genève, Université de Genève, Laboratoire de Systématique Végétale et Biodiversité, Chambésy, Switzerland
| | - Donald R Hodel
- University of California, Cooperative Extension, Alhambra, CA, USA
| | | | - Hélène Adam
- Institut de Recherche pour le Développement (IRD), UMR DIADE, Université de Montpellier, Montpellier, France
| | - Stefan Jouannic
- Institut de Recherche pour le Développement (IRD), UMR DIADE, Université de Montpellier, Montpellier, France
| | - James W Tregear
- Institut de Recherche pour le Développement (IRD), UMR DIADE, Université de Montpellier, Montpellier, France
- For correspondence. E-mail
| |
Collapse
|
20
|
Transcriptome analysis reveals key defense-related genes upon SA induction in Cocos nucifera L. Genes Genomics 2021; 44:197-210. [PMID: 34216358 DOI: 10.1007/s13258-021-01068-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2020] [Accepted: 02/17/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Salicylic acid (SA) is an important regulator of genes involved in plant defense and pathogen-triggered systemic acquired resistance (SAR). Coconut is an important crop affected by several pathogens. Reported evidence suggests SA involvement in defense responses, including SAR in coconut. OBJECTIVE To identified differentially expressed genes in leaf and root tissues of coconut plantlets, as a result of SA, that might be involved in coconut defense responses. METHODS Comparative transcriptomic analysis by RNA-Seq of leaf and root tissues from in vitro coconut plantlets unexposed and exposed to SA 2.5 mM for 48 h. And in silico validation of gene expression by qRT-PCR. RESULTS We identified 4615 and 3940 differentially expressed unigenes (DEUs) in leaf and root tissues respectively. Our GO analysis showed functional categories related to the induction of defense responses, such as "systemic acquired resistance" and highly enriched hormone categories, such as abscisic acid. The most abundant KEGG pathway in our results was "Biosynthesis of antibiotics". Our findings support that exogenous application of SA to plantlets induced the activation of PRs, RGAs, ICS2, NLTP2, PER4, TRXM and some WRKYs mediated by NPR1-dependent pathways. Also, we found DEUs, such as BZR1, HSL1, and WHY2 that support that SA could regulate defense-related genes through NPR1-independent pathways. CONCLUSION The present study of massive data analysis carried out on coconut plantlets exposed to SA, generates valuable information that increases our understanding of defense molecular mechanisms in coconut and open new venues for research for the improvement of management of coconut diseases.
Collapse
|
21
|
Yang Y, Bocs S, Fan H, Armero A, Baudouin L, Xu P, Xu J, This D, Hamelin C, Iqbal A, Qadri R, Zhou L, Li J, Wu Y, Ma Z, Issali AE, Rivallan R, Liu N, Xia W, Peng M, Xiao Y. Coconut genome assembly enables evolutionary analysis of palms and highlights signaling pathways involved in salt tolerance. Commun Biol 2021; 4:105. [PMID: 33483627 PMCID: PMC7822834 DOI: 10.1038/s42003-020-01593-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Accepted: 12/09/2020] [Indexed: 01/30/2023] Open
Abstract
Coconut (Cocos nucifera) is the emblematic palm of tropical coastal areas all around the globe. It provides vital resources to millions of farmers. In an effort to better understand its evolutionary history and to develop genomic tools for its improvement, a sequence draft was recently released. Here, we present a dense linkage map (8402 SNPs) aiming to assemble the large genome of coconut (2.42 Gbp, 2n = 32) into 16 pseudomolecules. As a result, 47% of the sequences (representing 77% of the genes) were assigned to 16 linkage groups and ordered. We observed segregation distortion in chromosome Cn15, which is a signature of strong selection among pollen grains, favouring the maternal allele. Comparing our results with the genome of the oil palm Elaeis guineensis allowed us to identify major events in the evolutionary history of palms. We find that coconut underwent a massive transposable element invasion in the last million years, which could be related to the fluctuations of sea level during the glaciations at Pleistocene that would have triggered a population bottleneck. Finally, to better understand the facultative halophyte trait of coconut, we conducted an RNA-seq experiment on leaves to identify key players of signaling pathways involved in salt stress response. Altogether, our findings represent a valuable resource for the coconut breeding community.
Collapse
Affiliation(s)
- Yaodong Yang
- Hainan Key Laboratory of Tropical Oil Crops Biology/Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, 571339, Wenchang, Hainan, P. R. China
| | - Stéphanie Bocs
- CIRAD, UMR AGAP, F-34398, Montpellier, France
- AGAP, Univ. Montpellier, CIRAD, INRAE, Institut Agro, F-34398, Montpellier, France
- South Green Bioinformatics Platform, Bioversity, CIRAD, INRAE, IRD, F-34398, Montpellier, France
| | - Haikuo Fan
- Hainan Key Laboratory of Tropical Oil Crops Biology/Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, 571339, Wenchang, Hainan, P. R. China
| | - Alix Armero
- AGAP, Univ. Montpellier, CIRAD, INRAE, Institut Agro, F-34398, Montpellier, France
| | - Luc Baudouin
- CIRAD, UMR AGAP, F-34398, Montpellier, France.
- AGAP, Univ. Montpellier, CIRAD, INRAE, Institut Agro, F-34398, Montpellier, France.
| | - Pengwei Xu
- BGI Genomics, BGI-Shenzhen, Shenzhen, 518083, P. R. China
| | - Junyang Xu
- BGI Genomics, BGI-Shenzhen, Shenzhen, 518083, P. R. China
| | - Dominique This
- AGAP, Univ. Montpellier, CIRAD, INRAE, Institut Agro, F-34398, Montpellier, France
| | - Chantal Hamelin
- CIRAD, UMR AGAP, F-34398, Montpellier, France
- AGAP, Univ. Montpellier, CIRAD, INRAE, Institut Agro, F-34398, Montpellier, France
- South Green Bioinformatics Platform, Bioversity, CIRAD, INRAE, IRD, F-34398, Montpellier, France
| | - Amjad Iqbal
- Hainan Key Laboratory of Tropical Oil Crops Biology/Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, 571339, Wenchang, Hainan, P. R. China
| | - Rashad Qadri
- Hainan Key Laboratory of Tropical Oil Crops Biology/Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, 571339, Wenchang, Hainan, P. R. China
| | - Lixia Zhou
- Hainan Key Laboratory of Tropical Oil Crops Biology/Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, 571339, Wenchang, Hainan, P. R. China
| | - Jing Li
- Hainan Key Laboratory of Tropical Oil Crops Biology/Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, 571339, Wenchang, Hainan, P. R. China
| | - Yi Wu
- Hainan Key Laboratory of Tropical Oil Crops Biology/Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, 571339, Wenchang, Hainan, P. R. China
| | - Zilong Ma
- Institute of Tropical Bioscience and Biotechnology, Chinese Academy of Tropical Agricultural Science, 571101, Haikou, Hainan, P. R. China
| | - Auguste Emmanuel Issali
- Station Cocotier Marc Delorme, Centre National De Recherche Agronomique (CNRA)07 B.P. 13, Port Bouet, Côte d'Ivoire
| | - Ronan Rivallan
- CIRAD, UMR AGAP, F-34398, Montpellier, France
- AGAP, Univ. Montpellier, CIRAD, INRAE, Institut Agro, F-34398, Montpellier, France
| | - Na Liu
- BGI Genomics, BGI-Shenzhen, Shenzhen, 518083, P. R. China
| | - Wei Xia
- Hainan Key Laboratory of Tropical Oil Crops Biology/Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, 571339, Wenchang, Hainan, P. R. China.
| | - Ming Peng
- Institute of Tropical Bioscience and Biotechnology, Chinese Academy of Tropical Agricultural Science, 571101, Haikou, Hainan, P. R. China.
| | - Yong Xiao
- Hainan Key Laboratory of Tropical Oil Crops Biology/Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, 571339, Wenchang, Hainan, P. R. China.
| |
Collapse
|
22
|
Riangwong K, Wanchana S, Aesomnuk W, Saensuk C, Nubankoh P, Ruanjaichon V, Kraithong T, Toojinda T, Vanavichit A, Arikit S. Mining and validation of novel genotyping-by-sequencing (GBS)-based simple sequence repeats (SSRs) and their application for the estimation of the genetic diversity and population structure of coconuts ( Cocos nucifera L.) in Thailand. HORTICULTURE RESEARCH 2020; 7:156. [PMID: 33082963 PMCID: PMC7527488 DOI: 10.1038/s41438-020-00374-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Revised: 08/05/2020] [Accepted: 08/07/2020] [Indexed: 05/02/2023]
Abstract
Coconut (Cocos nucifera L.) is an important economic crop in tropical countries. However, the lack of a complete reference genome and the limitations of usable DNA markers hinder genomic studies and the molecular breeding of coconut. Here, we present the results of simple sequence repeat (SSR) mining from a high-throughput genotyping-by-sequencing (GBS) study of a collection of 38 coconut accessions. A total of 22,748 SSRs with di-, tri-, tetra-, penta- and hexanucleotide repeats of five or more were identified, 2451 of which were defined as polymorphic loci based on locus clustering in 38 coconut accessions, and 315 loci were suitable for the development of SSR markers. One hundred loci were selected, and primer pairs for each SSR locus were designed and validated in 40 coconut accessions. The analysis of 74 polymorphic markers identified between 2 and 9 alleles per locus, with an average of 3.01 alleles. The assessment of the genetic diversity and genetic relationships among the 40 coconut varieties based on the analysis of population structure, principal coordinate analysis (PCoA), and phylogenetic tree analysis using the 74 polymorphic SSR markers revealed three main groups of coconuts in Thailand. The identified SSR loci and SSR markers developed in this study will be useful for the study of coconut diversity and molecular breeding. The SSR mining approach used in this study could be applied to other plant species with a complex genome regardless of the availability of reference genome.
Collapse
Affiliation(s)
- Kanamon Riangwong
- Department of Biotechnology, Faculty of Engineering and Industrial Technology, Silpakorn University, Sanamchandra Palace Campus, Nakhon Pathom, 73000 Thailand
| | - Samart Wanchana
- National Center for Genetic Engineering and Biotechnology (BIOTEC), National Science and Technology Development Agency (NSTDA), Khlong Luang Pathum Thani, 12120 Thailand
| | - Wanchana Aesomnuk
- Center for Agricultural Biotechnology, Kasetsart University, Kamphaeng Saen Campus, Nakhon Pathom, 73140 Thailand
| | - Chatree Saensuk
- Rice Science Center, Kasetsart University, Kamphaeng Saen Campus, Nakhon Pathom, 73140 Thailand
| | - Phakchana Nubankoh
- Rice Science Center, Kasetsart University, Kamphaeng Saen Campus, Nakhon Pathom, 73140 Thailand
| | - Vinitchan Ruanjaichon
- National Center for Genetic Engineering and Biotechnology (BIOTEC), National Science and Technology Development Agency (NSTDA), Khlong Luang Pathum Thani, 12120 Thailand
| | - Tippaya Kraithong
- Chumphon Horticultural Research Center, Department of Agriculture, Bangkok, 10900 Thailand
| | - Theerayut Toojinda
- National Center for Genetic Engineering and Biotechnology (BIOTEC), National Science and Technology Development Agency (NSTDA), Khlong Luang Pathum Thani, 12120 Thailand
| | - Apichart Vanavichit
- Rice Science Center, Kasetsart University, Kamphaeng Saen Campus, Nakhon Pathom, 73140 Thailand
- Department of Agronomy, Faculty of Agriculture at Kamphaeng Saen, Kasetsart University, Kamphaeng Saen Campus, Nakhon Pathom, 73140 Thailand
| | - Siwaret Arikit
- Rice Science Center, Kasetsart University, Kamphaeng Saen Campus, Nakhon Pathom, 73140 Thailand
- Department of Agronomy, Faculty of Agriculture at Kamphaeng Saen, Kasetsart University, Kamphaeng Saen Campus, Nakhon Pathom, 73140 Thailand
| |
Collapse
|