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Ridwan I, Farid M, Haring F, Widiayani N, Yani A, Amier N, Ikhlasul Amal MA, Hendra J, Ali N, Alenazi MM, Seleiman MF, Suwarno WB, Anshori MF. Optimized framework for evaluating F3 transgressive segregants in cayenne pepper. BMC PLANT BIOLOGY 2025; 25:156. [PMID: 39910447 PMCID: PMC11800620 DOI: 10.1186/s12870-025-06182-w] [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: 10/27/2024] [Accepted: 01/30/2025] [Indexed: 02/07/2025]
Abstract
Developing F3 transgenic segregants has significant potential to improve cayenne pepper varieties. However, current evaluation methods are often inconsistent and inaccurate, hindering the identification of effective traits. Traditional approaches only focus on a few aspects, thus not covering the full potential performance of the genotype. Utilizing morphometric image processing and categorical parameter assessment can fill the gap of traditional approaches to improving accuracy and objectivity in evaluation. In addition, environmental factors affecting the evaluation process are not adequately considered, making the results unreliable. Therefore, a systematic evaluation framework integrating morphometric analysis, categorical assessment, and environmental correction is essential for optimizing F3 cayenne transgressive segregants. The study aims to develop a synchronized assessment and selection approach based on agronomic, fruit morphometric, and categorical traits in evaluating F3 cayenne transgressive segregants. This research was designed with a randomized completed block design with 16 transgressive segregant genotypes and three check varieties. Each genotype was repeated three times, resulting in 57 experimental units. Based on the results of this study, quantitative and categorical indices could be used to selectively and systematically evaluate potential transgressive segregants in F3 cayenne peppers. The quantitative index is formed from outcome selection criteria, number of productive branches, area, and major axes weighted through an unbiased linear estimation approach, heritability, and best path analysis. Seven genotypes demonstrated superior transgressive performance based on quantitative indices, with G10.9.2, G10.7.1, and G6.8.5 excelling in both agronomic traits and categorical evaluations. These lines can be recommended for yield evaluation and hybrid cross-parents.
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Affiliation(s)
- Ifayanti Ridwan
- Department of Agronomy, Faculty of Agriculture, Hasanuddin University, Makassar, 90245, Indonesia
| | - Muh Farid
- Department of Agronomy, Faculty of Agriculture, Hasanuddin University, Makassar, 90245, Indonesia
| | - Feranita Haring
- Department of Agronomy, Faculty of Agriculture, Hasanuddin University, Makassar, 90245, Indonesia
| | - Nuniek Widiayani
- Department of Agronomy, Faculty of Agriculture, Hasanuddin University, Makassar, 90245, Indonesia
| | - Ahmad Yani
- Agrotechnology Bachelor Study Program, Faculty of Agriculture, Hasanuddin University, Makassar, 90245, Indonesia
| | - Nirwansyah Amier
- Agrotechnology Master Study Program, Faculty of Agriculture, Hasanuddin University, Makassar, 90245, Indonesia
| | | | - Jekvy Hendra
- Directorate of Horticultural Protection, Agricultural Ministry, Jakarta, 12520, Indonesia
| | - Nawab Ali
- Department of Biosystems and Agricultural Engineering (BAE), College of Agriculture and Natural Resources, Michigan State University, East Lansing, USA
| | - Mekhled M Alenazi
- Department of Plant Production, College of Food and Agriculture Sciences, King Saud University, Riyadh, Saudi Arabia
| | - Mahmoud F Seleiman
- Department of Plant Production, College of Food and Agriculture Sciences, King Saud University, Riyadh, Saudi Arabia
| | - Willy Bayuardi Suwarno
- Department of Agronomy and Horticulture, Faculty of Agriculture, IPB University, Bogor, 11680, Indonesia
| | - Muhammad Fuad Anshori
- Department of Agronomy, Faculty of Agriculture, Hasanuddin University, Makassar, 90245, Indonesia.
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Widiayani N, Anshori MF, Nasaruddin N, Farid M, Ridwan I, Bahrun AH, Azrai M, Nur A, Khaerani PI, Suwarno WB, Syahruddin K, Khan N, Alotaibi MA, Seleiman MF. A new approach for evaluating maize transgressive segregants and their three-way cross potential in the S4 convergent breeding population. BMC PLANT BIOLOGY 2025; 25:122. [PMID: 39875815 PMCID: PMC11776307 DOI: 10.1186/s12870-025-06103-x] [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: 09/02/2024] [Accepted: 01/13/2025] [Indexed: 01/30/2025]
Abstract
The development of transgressive segregant (TS) selection on convergent breeding populations of S4 maize is a concept that is rarely applied. However, the development of TS is necessary to accelerate maize breeding pipelines. Therefore, the objectives of this study were (1) to develop the concept of TS selection and (2) to select S4 TS maize to be developed as hybrid cross parents. The study was carried out using two experiments. The first experiment was designed with an augmented design of 6 replications for control genotypes. This design is just one factor focused on maize genotypes. However, it was divided into two sets: non-replicated of 32 TS lines and replicated of four check hybrid varieties. The second experiment focused on validation using a three-way cross. The experiment used a randomized complete block design with three replications. Based on the resulting study, the combination of ratio analysis, path analysis, best linear unbiased prediction, relative fitness, and selection indices is an objective approach to assessing the genetic potential of the S4 TS. The selection index formed was 0.53 ear weight + 0.24-grain yield percentage + yield. The index selection resulted in 11 S4 TS lines being further evaluated for their hybrid potential, with the TS line CB2.23.1 being the best. However, these TSs are expected to focus on identifying and combining ability through diallel crosses in the future. Furthermore, the three-way cross hybrid lines assessment also revealed SG 3.35.12 × JH37 F1 and CB 2.23.1 × JH37 F1 to be promising hybrid lines.
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Affiliation(s)
- Nuniek Widiayani
- Department of Agronomy, Hasanuddin University, Makassar, 90245, Indonesia
| | | | | | - Muh Farid
- Department of Agronomy, Hasanuddin University, Makassar, 90245, Indonesia
| | - Ifayanti Ridwan
- Department of Agronomy, Hasanuddin University, Makassar, 90245, Indonesia
| | - Abd Haris Bahrun
- Department of Agronomy, Hasanuddin University, Makassar, 90245, Indonesia
| | - Muhammad Azrai
- Department of Agronomy, Hasanuddin University, Makassar, 90245, Indonesia
| | - Amin Nur
- Indonesian Cereal Testing Instrument Standard Institute, Maros, South Sulawesi, 90514, Indonesia
| | - Purnama Isti Khaerani
- Agriculture Science Study Program, Postgraduate School, Hasanuddin University, Perintis Kemerdekaan KM 10, Makassar, South Sulawesi, 90245, Indonesia
| | - Willy Bayuardi Suwarno
- Department of Agronomy and Horticulture, Faculty of Agriculture, IPB University, Bogor, 11680, Indonesia
| | - Karlina Syahruddin
- Research Center for Food Crops, Research Organization for Agriculture and Food, National Research and Innovation Agency, Cibinong, 16911, Indonesia
| | - Naeem Khan
- Agronomy Department, Institute of Food and Agricultural Sciences, University of Florida, Gainesville, FL, 32611, USA
| | - Majed A Alotaibi
- Plant Production Department, College of Food and Agriculture Sciences, King Saud University, Riyadh, Saudi Arabia
| | - Mahmoud F Seleiman
- Plant Production Department, College of Food and Agriculture Sciences, King Saud University, Riyadh, Saudi Arabia
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Camper BT, Kanes AS, Laughlin ZT, Manuel RT, Bewick SA. Transgressive hybrids as hopeful holobionts. MICROBIOME 2025; 13:19. [PMID: 39844274 PMCID: PMC11752726 DOI: 10.1186/s40168-024-01994-8] [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: 04/24/2024] [Accepted: 12/02/2024] [Indexed: 01/24/2025]
Abstract
BACKGROUND Hybridization between evolutionary lineages has profound impacts on the fitness and ecology of hybrid progeny. In extreme cases, the effects of hybridization can transcend ecological timescales by introducing trait novelty upon which evolution can act. Indeed, hybridization can even have macroevolutionary consequences, for example, as a driver of adaptive radiations and evolutionary innovations. Accordingly, hybridization is now recognized as a motor for macrobial evolution. By contrast, there has been substantially less progress made towards understanding the positive eco-evolutionary consequences of hybridization on holobionts. Rather, the emerging paradigm in holobiont literature is that hybridization disrupts symbiosis between a host lineage and its microbiome, leaving hybrids at a fitness deficit. These conclusions, however, have been drawn based on results from predominantly low-fitness hybrid organisms. Studying "dead-end" hybrids all but guarantees finding that hybridization is detrimental. This is the pitfall that Dobzhansky fell into over 80 years ago when he used hybrid sterility and inviability to conclude that hybridization hinders evolution. Goldschmidt, however, argued that rare saltational successes-so-called hopeful monsters-disproportionately drive positive evolutionary outcomes. Goldschmidt's view is now becoming a widely accepted explanation for the prevalence of historical hybridization in extant macrobial lineages. Aligning holobiont research with this broader evolutionary perspective requires recognizing the importance of similar patterns in host-microbiome systems. That is, rare and successful "hopeful holobionts" (i.e., hopeful monsters at the holobiont scale) might be disproportionately responsible for holobiont evolution. If true, then it is these successful systems that we should be studying to assess impacts of hybridization on the macroevolutionary trajectories of host-microbiome symbioses. RESULTS In this paper, we explore the effects of hybridization on the gut (cloacal) and skin microbiota in an ecologically successful hybrid lizard, Aspidoscelis neomexicanus. Specifically, we test the hypothesis that hybrid lizards have host-associated (HA) microbiota traits strongly differentiated from their progenitor species. Across numerous hybrid microbiota phenotypes, we find widespread evidence of transgressive segregation. Further, microbiota restructuring broadly correlates with niche restructuring during hybridization. This suggests a relationship between HA microbiota traits and ecological success. CONCLUSION Transgressive segregation of HA microbiota traits is not only limited to hybrids at a fitness deficit but also occurs in ecologically successful hybrids. This suggests that hybridization may be a mechanism for generating novel and potentially beneficial holobiont phenotypes. Supporting such a conclusion, the correlations that we find between hybrid microbiota and the hybrid niche indicate that hybridization might change host microbiota in ways that promote a shift or an expansion in host niche space. If true, hybrid microbiota restructuring may underly ecological release from progenitors. This, in turn, could drive evolutionary diversification. Using our system as an example, we elaborate on the evolutionary implications of host hybridization within the context of holobiont theory and then outline the next steps for understanding the role of hybridization in holobiont research. Video Abstract.
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Affiliation(s)
| | | | | | - Riley Tate Manuel
- Department of Biological Sciences, Clemson University, Clemson, SC, 29631, USA
- Department of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Sharon Anne Bewick
- Department of Biological Sciences, Clemson University, Clemson, SC, 29631, USA
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Peñalba JV, Runemark A, Meier JI, Singh P, Wogan GOU, Sánchez-Guillén R, Mallet J, Rometsch SJ, Menon M, Seehausen O, Kulmuni J, Pereira RJ. The Role of Hybridization in Species Formation and Persistence. Cold Spring Harb Perspect Biol 2024; 16:a041445. [PMID: 38438186 PMCID: PMC11610762 DOI: 10.1101/cshperspect.a041445] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2024]
Abstract
Hybridization, or interbreeding between different taxa, was traditionally considered to be rare and to have a largely detrimental impact on biodiversity, sometimes leading to the breakdown of reproductive isolation and even to the reversal of speciation. However, modern genomic and analytical methods have shown that hybridization is common in some of the most diverse clades across the tree of life, sometimes leading to rapid increase of phenotypic variability, to introgression of adaptive alleles, to the formation of hybrid species, and even to entire species radiations. In this review, we identify consensus among diverse research programs to show how the field has progressed. Hybridization is a multifaceted evolutionary process that can strongly influence species formation and facilitate adaptation and persistence of species in a rapidly changing world. Progress on testing this hypothesis will require cooperation among different subdisciplines.
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Affiliation(s)
- Joshua V Peñalba
- Museum für Naturkunde, Leibniz Institute for Evolution and Biodiversity Science, Center for Integrative Biodiversity Discovery, 10115 Berlin, Germany
| | - Anna Runemark
- Department of Biology, Lund University, 22632 Lund, Sweden
| | - Joana I Meier
- Tree of Life, Wellcome Sanger Institute, Hinxton, Cambridgeshire CB10 1SA, United Kingdom
- Department of Zoology, University of Cambridge, Cambridgeshire CB2 3EJ, United Kingdom
| | - Pooja Singh
- Department of Aquatic Ecology, Institute of Ecology and Evolution, University of Bern, 3012 Bern, Switzerland
- Center for Ecology, Evolution & Biogeochemistry, Swiss Federal Institute of Aquatic Science and Technology (EAWAG), CH-8600 Kastanienbaum, Switzerland
| | - Guinevere O U Wogan
- Department of Integrative Biology, Oklahoma State University, Stillwater, Oklahoma 74078, USA
| | | | - James Mallet
- Organismal and Evolutionary Biology, Harvard University, Cambridge, Massachusetts 02138, USA
| | - Sina J Rometsch
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, Connecticut 06511, USA
- Yale Institute for Biospheric Studies, Yale University, New Haven, Connecticut 06511, USA
| | - Mitra Menon
- Department of Evolution and Ecology, University of California Davis, Davis, California 95616, USA
| | - Ole Seehausen
- Department of Aquatic Ecology, Institute of Ecology and Evolution, University of Bern, 3012 Bern, Switzerland
- Center for Ecology, Evolution & Biogeochemistry, Swiss Federal Institute of Aquatic Science and Technology (EAWAG), CH-8600 Kastanienbaum, Switzerland
| | - Jonna Kulmuni
- Department of Evolutionary and Population Biology, Institute for Biodiversity and Ecosystem Dynamics, University of Amsterdam, 1098 XH Amsterdam, The Netherlands
- Organismal and Evolutionary Biology Research Programme, University of Helsinki, Biocenter 3, Helsinki, Finland
| | - Ricardo J Pereira
- Department of Zoology, State Museum of Natural History Stuttgart, Stuttgart 70191, Germany
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Mandal SN, Sanchez J, Bhowmick R, Bello OR, Van-Beek CR, de Los Reyes BG. Novel genes and alleles of the BTB/POZ protein family in Oryza rufipogon. Sci Rep 2023; 13:15466. [PMID: 37726366 PMCID: PMC10509276 DOI: 10.1038/s41598-023-41269-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 08/24/2023] [Indexed: 09/21/2023] Open
Abstract
The BTB/POZ family of proteins is widespread in plants and animals, playing important roles in development, growth, metabolism, and environmental responses. Although members of the expanded BTB/POZ gene family (OsBTB) have been identified in cultivated rice (Oryza sativa), their conservation, novelty, and potential applications for allele mining in O. rufipogon, the direct progenitor of O. sativa ssp. japonica and potential wide-introgression donor, are yet to be explored. This study describes an analysis of 110 BTB/POZ encoding gene loci (OrBTB) across the genome of O. rufipogon as outcomes of tandem duplication events. Phylogenetic grouping of duplicated OrBTB genes was supported by the analysis of gene sequences and protein domain architecture, shedding some light on their evolution and functional divergence. The O. rufipogon genome encodes nine novel BTB/POZ genes with orthologs in its distant cousins in the family Poaceae (Sorghum bicolor, Brachypodium distachyon), but such orthologs appeared to have been lost in its domesticated descendant, O. sativa ssp. japonica. Comparative sequence analysis and structure comparisons of novel OrBTB genes revealed that diverged upstream regulatory sequences and regulon restructuring are the key features of the evolution of this large gene family. Novel genes from the wild progenitor serve as a reservoir of potential new alleles that can bring novel functions to cultivars when introgressed by wide hybridization. This study establishes a foundation for hypothesis-driven functional genomic studies and their applications for widening the genetic base of rice cultivars through the introgression of novel genes or alleles from the exotic gene pool.
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Affiliation(s)
- Swarupa Nanda Mandal
- Department of Plant and Soil Science, Texas Tech University, Lubbock, TX, 79409, USA
| | - Jacobo Sanchez
- Department of Plant and Soil Science, Texas Tech University, Lubbock, TX, 79409, USA
| | - Rakesh Bhowmick
- ICAR-Vivekananda Parvatiya Krishi Anusandhan Sansthan, Almora, Uttarakhand, 263601, India
| | - Oluwatobi R Bello
- Department of Plant and Soil Science, Texas Tech University, Lubbock, TX, 79409, USA
| | - Coenraad R Van-Beek
- Department of Plant and Soil Science, Texas Tech University, Lubbock, TX, 79409, USA
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Ferrer V, Costantino G, Paymal N, Quinton C, Perdomo EC, Paoli M, Mournet P, Ollitrault P, Tomi F, Luro F. Inheritance and Quantitative Trait Loci Mapping of Aromatic Compounds from Clementine ( Citrus × clementina Hort. ex Tan.) and Sweet Orange ( C. × sinensis (L.) Osb.) Fruit Essential Oils. Genes (Basel) 2023; 14:1800. [PMID: 37761942 PMCID: PMC10531275 DOI: 10.3390/genes14091800] [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: 08/17/2023] [Revised: 09/07/2023] [Accepted: 09/12/2023] [Indexed: 09/29/2023] Open
Abstract
Despite their importance in food processing, perfumery and cosmetics, the inheritance of sweet orange aromatic compounds, as well as their yield in the fruit peel, has been little analyzed. In the present study, the segregation of aromatic compounds was studied in an F1 population of 77 hybrids resulting from crosses between clementine and blood sweet orange. Fruit-peel essential oils (PEOs) extracted by hydrodistillation were analyzed by gas chromatography coupled with flame ionization detection. Genotyping by sequencing was performed on the parents and the hybrids. The resulting "clementine × sweet blood orange" genetic map consists of 710 SNP markers distributed in nine linkage groups (LGs), representing the nine citrus chromosomes, and spanning 1054 centimorgans. Twenty quantitative trait loci (QTLs) were identified, explaining between 20.5 and 55.0% of the variance of the major aromatic compounds and PEO yield. The QTLs for monoterpenes and aliphatic aldehydes predominantly colocalized on LGs 5 and 8, as did the two QTLs for PEO yield. The sesquiterpene QTLs were located on LGs 1, 3, 6 and 8. The detection of major QTLs associated with the synthesis of aliphatic aldehydes, known for their strong aromatic properties, open the way for marker-assisted selection.
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Affiliation(s)
- Vincent Ferrer
- UMR AGAP Institut, Université Montpellier, CIRAD, INRAE, Institut Agro, 20230 San Giuliano, France; (V.F.); (G.C.); (E.C.P.)
- Rémy Cointreau—Les Molières, 49124 Saint-Barthélemy-d’Anjou, France; (N.P.); (C.Q.)
| | - Gilles Costantino
- UMR AGAP Institut, Université Montpellier, CIRAD, INRAE, Institut Agro, 20230 San Giuliano, France; (V.F.); (G.C.); (E.C.P.)
| | - Noémie Paymal
- Rémy Cointreau—Les Molières, 49124 Saint-Barthélemy-d’Anjou, France; (N.P.); (C.Q.)
| | - Carole Quinton
- Rémy Cointreau—Les Molières, 49124 Saint-Barthélemy-d’Anjou, France; (N.P.); (C.Q.)
| | - Estefania Carrillo Perdomo
- UMR AGAP Institut, Université Montpellier, CIRAD, INRAE, Institut Agro, 20230 San Giuliano, France; (V.F.); (G.C.); (E.C.P.)
| | - Mathieu Paoli
- UMR SPE 6134—Université de Corse—CNRS, 20000 Ajaccio, France; (M.P.); (F.T.)
| | - Pierre Mournet
- CIRAD, UMR AGAP Institut, Université Montpellier, CIRAD, INRAE, Institut Agro, 34398 Montpellier, France;
| | - Patrick Ollitrault
- CIRAD, UMR AGAP Institut, Université Montpellier, CIRAD, INRAE, Institut Agro, 34398 Montpellier, France;
| | - Félix Tomi
- UMR SPE 6134—Université de Corse—CNRS, 20000 Ajaccio, France; (M.P.); (F.T.)
| | - François Luro
- UMR AGAP Institut, Université Montpellier, CIRAD, INRAE, Institut Agro, 20230 San Giuliano, France; (V.F.); (G.C.); (E.C.P.)
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Mursyidin DH, Setiawan A. Assessing diversity and phylogeny of Indonesian breadfruit (Artocarpus spp.) using internal transcribed spacer (ITS) region and leaf morphology. J Genet Eng Biotechnol 2023; 21:15. [PMID: 36757524 PMCID: PMC9911577 DOI: 10.1186/s43141-023-00476-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Accepted: 01/27/2023] [Indexed: 02/10/2023]
Abstract
BACKGROUND Breadfruit (Artocarpus spp.) is the main genus of Moraceae with multipurpose benefits, both ecologically and economically important, e.g., food ingredients, building materials, traditional medicine, and natural insecticides. However, most endemic Artocarpus have been threatened due to natural disasters and habitat degradation. The objective of our study was to determine the genetic diversity and relationships of endemic Artocarpus from South Borneo, Indonesia, using an internal transcribed spacer (ITS) region and leaf morphology. RESULTS Morphologically, endemic Artocarpus endemic to South Borneo, Indonesia, has a different leaf shape, i.e., narrow-obovate to broad-elliptic, from simple to deeply dissected. Following the ITS region, this germplasm has a moderate level of nucleotide diversity (0.069). The phylogenetic analysis revealed Artocarpus into four (4) main clades, where the nearest is shown by the 'Puyian' (Artocarpus rigidus) and 'Binturung' (Artocarpus odoratissimus) at a coefficient divergence of 0.027, whereas the furthest by 'Kulur' (A. camansi) and 'Tiwadak' (A. integer) at a coefficient of 0.132. CONCLUSION In brief, although an endemic Artocarpus of South Borneo, Indonesia, has a moderate level of nucleotide diversity, this germplasm also shows a unique phylogenetic relationship. Thus, this information is urgent in supporting the future Artocarpus breeding and preservation programs, mainly to save this germplasm from being threatened.
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Affiliation(s)
- Dindin Hidayatul Mursyidin
- Laboratory of Genetics and Molecular Biology, Faculty of Mathematics and Natural Sciences, University of Lambung Mangkurat, Jl. A. Yani Km. 36, Banjarbaru, South Kalimantan, 70714, Indonesia.
| | - Akbar Setiawan
- grid.443126.60000 0001 2193 0299Laboratory of Genetics and Molecular Biology, Faculty of Mathematics and Natural Sciences, University of Lambung Mangkurat, Jl. A. Yani Km. 36, Banjarbaru, South Kalimantan 70714 Indonesia
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Mursyidin DH, Makruf MI, Badruzsaufari, Noor A. Molecular diversity of exotic durian (Durio spp.) germplasm: a case study of Kalimantan, Indonesia. J Genet Eng Biotechnol 2022; 20:39. [PMID: 35230532 PMCID: PMC8888783 DOI: 10.1186/s43141-022-00321-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Accepted: 02/18/2022] [Indexed: 02/06/2023]
Abstract
Background Durian of Indonesia, specifically Durio zibethinus, is a potential agricultural commodity for domestic and international markets. However, its quality is still less competitive or significantly lower to fulfill the export market, compared to a similar one from other countries. This study aimed to determine and analyze the genetic diversity and relationship of the exotic durian (Durio spp.) germplasm originally from Kalimantan, Indonesia, using the rbcL marker. Results Based on this marker, the durian germplasm has a low genetic diversity (π%=0.24). It may strongly correspond with the variability sites or mutation present in the region. In this case, the rbcL region of the durian germplasm has generated 23 variable sites with a transition/transversion (Ti/Tv) bias value of 1.00. However, following the phylogenetic and principal component analyses, this germplasm is separated into four main clades and six groups, respectively. In this case, D. zibethinus was very closely related to D. exleyanus. Meanwhile, D. lowianus and D. excelsus were the farthest. In further analysis, 29 durians were very closely related, and the farthest was shown by Durian Burung (D. acutifolius) and Kalih Haliyang (D. kutejensis) as well as Pampaken Burung Kecil (D. kutejensis) and Durian Burung (D. acutifolius) with a divergence coefficient of 0.011. The Pearson correlation analysis confirms that 20 pairs of individual durians have a strong relation, shown by, e.g., Maharawin Hamak and Durian Burung as well as Mantuala Batu Hayam and Durian Burung Besar. Conclusion While the durian has a low genetic diversity, the phylogenetic analyses revealed that this germplasm originally from Kalimantan, Indonesia, shows unique relationships. These findings may provide a beneficial task in supporting the durian genetic conservation and breeding practices in the future, locally and globally.
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Sanchez J, Kaur PP, Pabuayon ICM, Karampudi NBR, Kitazumi A, Sandhu N, Catolos M, Kumar A, de Los Reyes BG. DECUSSATE network with flowering genes explains the variable effects of qDTY12.1 to rice yield under drought across genetic backgrounds. THE PLANT GENOME 2022; 15:e20168. [PMID: 34806842 DOI: 10.1002/tpg2.20168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Accepted: 09/17/2021] [Indexed: 06/13/2023]
Abstract
The impact of qDTY12.1 in maintaining yield under drought has not been consistent across genetic backgrounds. We hypothesized that synergism or antagonism with additive-effect peripheral genes across the background genome either enhances or undermines its full potential. By modeling the transcriptional networks across sibling qDTY12.1-introgression lines with contrasting yield under drought (LPB = low-yield penalty; HPB = high-yield penalty), the qDTY12.1-encoded DECUSSATE gene (OsDEC) was revealed as the core of a synergy with other genes in the genetic background. OsDEC is expressed in flag leaves and induced by progressive drought at booting stage in LPB but not in HPB. The unique OsDEC signature in LPB is coordinated with 35 upstream and downstream peripheral genes involved in floral development through the cytokinin signaling pathway. Results support the differential network rewiring effects through genetic coupling-uncoupling between qDTY12.1 and other upstream and downstream peripheral genes across the distinct genetic backgrounds of LPB and HPB. The functional DEC-network in LPB defines a mechanism for early flowering as a means for avoiding the drought-induced depletion of photosynthate needed for reproductive growth. Its impact is likely through the timely establishment of stronger source-sink dynamics that sustains a robust reproductive transition under drought.
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Affiliation(s)
- Jacobo Sanchez
- Dep. of Plant and Soil Science, Texas Tech Univ., Lubbock, TX, USA
| | | | | | | | - Ai Kitazumi
- Dep. of Plant and Soil Science, Texas Tech Univ., Lubbock, TX, USA
| | - Nitika Sandhu
- International Rice Research Institute, Los Banos, Philippines
- Current address: School of Agricultural Biotechnology, Punjab Agricultural Univ., Ludhiana, India
| | | | - Arvind Kumar
- International Rice Research Institute, Los Banos, Philippines
- Current address: International Crops Research Institute for the Semi-Arid Tropics, Petancheru, India
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Ukwatta J, Pabuayon ICM, Park J, Chen J, Chai X, Zhang H, Zhu JK, Xin Z, Shi H. Comparative physiological and transcriptomic analysis reveals salinity tolerance mechanisms in Sorghum bicolor (L.) Moench. PLANTA 2021; 254:98. [PMID: 34657208 DOI: 10.1007/s00425-021-03750-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Accepted: 10/04/2021] [Indexed: 05/27/2023]
Abstract
Mota Maradi is a sorghum line that exhibits holistic salinity tolerance mechanisms, making it a viable potential donor in breeding efforts for improved sorghum lines. High soil salinity is one of the global challenges for crop growth and productivity. Understanding the salinity tolerance mechanisms in crops is necessary for genetic breeding of salinity-tolerant crops. In this study, physiological and molecular mechanisms in sorghum were identified through a comparative analysis between a Nigerien salinity-tolerant sorghum landrace, Mota Maradi, and the reference sorghum line, BTx623. Significant differences on physiological performances were observed, particularly on growth and biomass gain, photosynthetic rate, and the accumulation of Na+, K+, proline, and sucrose. Transcriptome profiling of the leaves, leaf sheaths, stems, and roots revealed contrasting differentially expressed genes (DEGs) in Mota Maradi and BTx623 which supports the physiological observations from both lines. Among the DEGs, ion transporters such as HKT, NHX, AKT, HAK5, and KUP3 were likely responsible for the differences in Na+ and K+ accumulation. Meanwhile, DEGs involved in photosynthesis, cellular growth, signaling, and ROS scavenging were also identified between these two genotypes. Functional and pathway analysis of the DEGs has revealed that these processes work in concert and are crucial in elevated salinity tolerance in Mota Maradi. Our findings indicate how different complex processes work synergistically for salinity stress tolerance in sorghum. This study also highlights the unique adaptation of landraces toward their respective ecosystems, and their strong potential as genetic resources for future plant breeding endeavors.
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Affiliation(s)
- Jayan Ukwatta
- Department of Chemistry and Biochemistry, Texas Tech University, Lubbock, TX, 79409, USA
| | | | - Jungjae Park
- Department of Chemistry and Biochemistry, Texas Tech University, Lubbock, TX, 79409, USA
| | - Junping Chen
- Plant Stress and Germplasm Development Unit, USDA-ARS, Lubbock, TX, 79415, USA
| | - Xiaoqiang Chai
- Shanghai Center for Plant Stress Biology, Chinese Academy of Sciences, Shanghai, 201602, China
| | - Heng Zhang
- Shanghai Center for Plant Stress Biology, Chinese Academy of Sciences, Shanghai, 201602, China
| | - Jian-Kang Zhu
- Shanghai Center for Plant Stress Biology, Chinese Academy of Sciences, Shanghai, 201602, China
| | - Zhanguo Xin
- Plant Stress and Germplasm Development Unit, USDA-ARS, Lubbock, TX, 79415, USA
| | - Huazhong Shi
- Department of Chemistry and Biochemistry, Texas Tech University, Lubbock, TX, 79409, USA.
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Shukla N, Prasad A, Kanga U, Suravajhala R, Nigam VK, Kishor PBK, Polavarapu R, Chaubey G, Singh KK, Suravajhala P. SARS-CoV-2 transgressing LncRNAs uncovers the known unknowns. Physiol Genomics 2021; 53:433-440. [PMID: 34492207 PMCID: PMC8562947 DOI: 10.1152/physiolgenomics.00075.2021] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 08/27/2021] [Accepted: 08/31/2021] [Indexed: 12/21/2022] Open
Abstract
SARS-CoV-2 harbors many known unknown regions in the form of hypothetical open reading frames (ORFs). Although the mechanisms underlying the disease pathogenesis are not clearly understood, molecules such as long noncoding RNAs (lncRNAs) play a key regulatory role in the viral pathogenesis from endocytosis. We asked whether or not the lncRNAs in the host are associated with the viral proteins and argue that lncRNA-mRNAs molecules related to viral infection may regulate SARS-CoV-2 pathogenesis. Toward the end of the perspective, we provide challenges and insights into investigating these transgression pathways.
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Affiliation(s)
- Nidhi Shukla
- Department of Biotechnology and Bioinformatics, Birla Institute of Scientific Research, Jaipur, India
- Department of Chemistry, Manipal University Jaipur, Jaipur, India
| | - Anchita Prasad
- Department of Bioengineering, Birla Institute of Technology Mesra, Ranchi, India
| | - Uma Kanga
- Department of Transplant Immunology and Immunogenetics, AIIMS, New Delhi, India
| | | | - Vinod Kumar Nigam
- Department of Bioengineering, Birla Institute of Technology Mesra, Ranchi, India
| | - P B Kavi Kishor
- Department of Biotechnology, Vignan's Foundation for Science, Technology & Research (VFSTR), Guntur, India
| | | | - Gyaneshwer Chaubey
- Cytogenetics Lab, Department of Zoology, Banaras Hindu University, Varanasi, India
| | - Keshav K Singh
- Department of Genetics, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | - Prashanth Suravajhala
- Department of Biotechnology and Bioinformatics, Birla Institute of Scientific Research, Jaipur, India
- Bioclues Organization, Hyderabad, India
- Amrita School of Biotechnology, Amrita University, Amritapuri, Kerala, India
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12
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Messina FJ, Lish AM, Gompert Z. Disparate genetic variants associated with distinct components of cowpea resistance to the seed beetle Callosobruchus maculatus. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2021; 134:2749-2766. [PMID: 34117909 DOI: 10.1007/s00122-021-03856-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Accepted: 05/08/2021] [Indexed: 06/12/2023]
Abstract
Polygenic genome-wide association mapping identified two regions of the cowpea genome associated with different components of resistance to its major post-harvest pest, the seed beetle Callosobruchus maculatus. Cowpea (Vigna unguiculata) is an important grain and fodder crop in arid and semi-arid regions of Africa, Asia, and South America, where the cowpea seed beetle, Callosobruchus maculatus, is a serious post-harvest pest. Development of cultivars resistant to C. maculatus population growth in storage could increase grain yield and quality and reduce reliance on insecticides. Here, we use a MAGIC (multi-parent, advanced-generation intercross) population of cowpea consisting of 305 recombinant inbred lines (RILs) to identify genetic variants associated with resistance to seed beetles. Because inferences regarding the genetic basis of resistance may depend on the source of the pest or the assay protocol, we used two divergent geographic populations of C. maculatus and two complementary assays to measure several aspects of resistance. Using polygenic genome-wide association mapping models, we found that the cowpea RILs harbor substantial additive-genetic variation for most resistance measures. Variation in several components of resistance, including larval development time and survival, was largely explained by one or several linked loci on chromosome 5. A second region on chromosome 8 explained increased seed resistance via the induction of early-exiting larvae. Neither of these regions contained genes previously associated with resistance to insects that infest grain legumes. We found some evidence of gene-gene interactions affecting resistance, but epistasis did not contribute substantially to resistance variation in this mapping population. The combination of mostly high heritabilities and a relatively consistent and simple genetic architecture increases the feasibility of breeding for enhanced resistance to C. maculatus.
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Affiliation(s)
- Frank J Messina
- Department of Biology, Utah State University, Logan, UT, 84322, USA
| | - Alexandra M Lish
- Department of Biology, Utah State University, Logan, UT, 84322, USA
| | - Zachariah Gompert
- Department of Biology, Utah State University, Logan, UT, 84322, USA.
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Pabuayon ICM, Kitazumi A, Cushman KR, Singh RK, Gregorio GB, Dhatt B, Zabet-Moghaddam M, Walia H, de los Reyes BG. Novel and Transgressive Salinity Tolerance in Recombinant Inbred Lines of Rice Created by Physiological Coupling-Uncoupling and Network Rewiring Effects. FRONTIERS IN PLANT SCIENCE 2021; 12:615277. [PMID: 33708229 PMCID: PMC7940525 DOI: 10.3389/fpls.2021.615277] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Accepted: 02/03/2021] [Indexed: 06/01/2023]
Abstract
The phenomenon of transgressive segregation, where a small minority of recombinants are outliers relative to the range of parental phenotypes, is commonly observed in plant breeding populations. While this phenomenon has been attributed to complementation and epistatic effects, the physiological and developmental synergism involved have not been fully illuminated by the QTL mapping approach alone, especially for stress-adaptive traits involving highly complex interactions. By systems-level profiling of the IR29 × Pokkali recombinant inbred population of rice, we addressed the hypothesis that novel salinity tolerance phenotypes are created by reconfigured physiological networks due to positive or negative coupling-uncoupling of developmental and physiological attributes of each parent. Real-time growth and hyperspectral profiling distinguished the transgressive individuals in terms of stress penalty to growth. Non-parental network signatures that led to either optimal or non-optimal integration of developmental with stress-related mechanisms were evident at the macro-physiological, biochemical, metabolic, and transcriptomic levels. Large positive net gain in super-tolerant progeny was due to ideal complementation of beneficial traits while shedding antagonistic traits. Super-sensitivity was explained by the stacking of multiple antagonistic traits and loss of major beneficial traits. The synergism uncovered by the phenomics approach in this study supports the modern views of the Omnigenic Theory, emphasizing the synergy or lack thereof between core and peripheral components. This study also supports a breeding paradigm rooted on genomic modeling from multi-dimensional genetic, physiological, and phenotypic profiles to create novel adaptive traits for new crop varieties of the 21st century.
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Affiliation(s)
- Isaiah C. M. Pabuayon
- Department of Plant and Soil Science, Texas Tech University, Lubbock, TX, United States
| | - Ai Kitazumi
- Department of Plant and Soil Science, Texas Tech University, Lubbock, TX, United States
| | - Kevin R. Cushman
- Department of Plant and Soil Science, Texas Tech University, Lubbock, TX, United States
| | | | | | - Balpreet Dhatt
- Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, United States
| | - Masoud Zabet-Moghaddam
- Center for Biotechnology and Genomics, Texas Tech University, Lubbock, TX, United States
| | - Harkamal Walia
- Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, United States
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Fernández-Baca CP, McClung AM, Edwards JD, Codling EE, Reddy VR, Barnaby JY. Grain Inorganic Arsenic Content in Rice Managed Through Targeted Introgressions and Irrigation Management. FRONTIERS IN PLANT SCIENCE 2021; 11:612054. [PMID: 33569070 PMCID: PMC7868431 DOI: 10.3389/fpls.2020.612054] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Accepted: 12/23/2020] [Indexed: 06/12/2023]
Abstract
Arsenic (As) accumulation in rice grain is a significant public health concern. Inorganic As (iAs) is of particular concern because it has increased toxicity as compared to organic As. Irrigation management practices, such as alternate wetting and drying (AWD), as well as genotypic differences between cultivars, have been shown to influence As accumulation in rice grain. A 2 year field study using a Lemont × TeQing backcross introgression line (TIL) mapping population examined the impact of genotype and AWD severity on iAs grain concentrations. The "Safe"-AWD [35-40% soil volumetric water content (VWC)] treatment did not reduce grain iAs levels, whereas the more severe AWD30 (25-30% VWC) consistently reduced iAs concentrations across all genotypes. The TILs displayed a range of iAs concentrations by genotype, from less than 10 to up to 46 μg kg-1 under AWD30 and from 28 to 104 μg kg-1 under Safe-AWD. TIL grain iAs concentrations for flood treatments across both years ranged from 26 to 127 μg kg-1. Additionally, seven quantitative trait loci (QTLs) were identified in the mapping population associated with grain iAs. A subset of eight TILs and their parents were grown to confirm field-identified grain iAs QTLs in a controlled greenhouse environment. Greenhouse results confirmed the genotypic grain iAs patterns observed in the field; however, iAs concentrations were higher under greenhouse conditions as compared to the field. In the greenhouse, the number of days under AWD was negatively correlated with grain iAs concentrations. Thus, longer drying periods to meet the same soil VWC resulted in lower grain iAs levels. Both the number and combinations of iAs-affecting QTLs significantly impacted grain iAs concentrations. Therefore, identifying more grain iAs-affecting QTLs could be important to inform future breeding efforts for low iAs rice varieties. Our study suggests that coupling AWD practices targeting a soil VWC of less than or equal to 30% coupled with the use of cultivars developed to possess multiple QTLs that negatively regulate grain iAs concentrations will be helpful in mitigating exposure of iAs from rice consumption.
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Affiliation(s)
- Cristina P. Fernández-Baca
- United States Department of Agriculture, Agricultural Research Service, Dale Bumpers National Rice Research Center, Stuttgart, AR, United States
| | - Anna M. McClung
- United States Department of Agriculture, Agricultural Research Service, Dale Bumpers National Rice Research Center, Stuttgart, AR, United States
| | - Jeremy D. Edwards
- United States Department of Agriculture, Agricultural Research Service, Dale Bumpers National Rice Research Center, Stuttgart, AR, United States
| | - Eton E. Codling
- Adaptive Cropping Systems Laboratory, United States Department of Agriculture, Agricultural Research Service, Beltsville Agricultural Research Center, Beltsville, MD, United States
| | - Vangimalla R. Reddy
- Adaptive Cropping Systems Laboratory, United States Department of Agriculture, Agricultural Research Service, Beltsville Agricultural Research Center, Beltsville, MD, United States
| | - Jinyoung Y. Barnaby
- United States Department of Agriculture, Agricultural Research Service, Dale Bumpers National Rice Research Center, Stuttgart, AR, United States
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Genomic Selection for Forest Tree Improvement: Methods, Achievements and Perspectives. FORESTS 2020. [DOI: 10.3390/f11111190] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
The breeding of forest trees is only a few decades old, and is a much more complicated, longer, and expensive endeavor than the breeding of agricultural crops. One breeding cycle for forest trees can take 20–30 years. Recent advances in genomics and molecular biology have revolutionized traditional plant breeding based on visual phenotype assessment: the development of different types of molecular markers has made genotype selection possible. Marker-assisted breeding can significantly accelerate the breeding process, but this method has not been shown to be effective for selection of complex traits on forest trees. This new method of genomic selection is based on the analysis of all effects of quantitative trait loci (QTLs) using a large number of molecular markers distributed throughout the genome, which makes it possible to assess the genomic estimated breeding value (GEBV) of an individual. This approach is expected to be much more efficient for forest tree improvement than traditional breeding. Here, we review the current state of the art in the application of genomic selection in forest tree breeding and discuss different methods of genotyping and phenotyping. We also compare the accuracies of genomic prediction models and highlight the importance of a prior cost-benefit analysis before implementing genomic selection. Perspectives for the further development of this approach in forest breeding are also discussed: expanding the range of species and the list of valuable traits, the application of high-throughput phenotyping methods, and the possibility of using epigenetic variance to improve of forest trees.
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Pabuayon ICM, Kitazumi A, Gregorio GB, Singh RK, de los Reyes BG. Contributions of Adaptive Plant Architecture to Transgressive Salinity Tolerance in Recombinant Inbred Lines of Rice: Molecular Mechanisms Based on Transcriptional Networks. Front Genet 2020; 11:594569. [PMID: 33193743 PMCID: PMC7644915 DOI: 10.3389/fgene.2020.594569] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Accepted: 10/05/2020] [Indexed: 11/30/2022] Open
Abstract
Genetic novelties are important nucleators of adaptive speciation. Transgressive segregation is a major mechanism that creates genetic novelties with morphological and developmental attributes that confer adaptive advantages in certain environments. This study examined the morpho-developmental and physiological profiles of recombinant inbred lines (RILs) from the salt-sensitive IR29 and salt-tolerant Pokkali rice, representing the total range of salt tolerance including the outliers at both ends of the spectrum. Morpho-developmental and physiological profiles were integrated with a hypothesis-driven interrogation of mRNA and miRNA transcriptomes to uncover the critical genetic networks that have been rewired for novel adaptive architecture. The transgressive super-tolerant FL510 had a characteristic small tiller angle and wider, more erect, sturdier, and darker green leaves. This unique morphology resulted in lower transpiration rate, which also conferred a special ability to retain water more efficiently for osmotic avoidance. The unique ability for water retention conferred by such adaptive morphology appeared to enhance the efficacy of defenses mediated by Na+ exclusion mechanism (SalTol-effects) inherited from Pokkali. The super-tolerant FL510 and super-sensitive FL499 had the smallest proportions of differentially expressed genes with little overlaps. Genes that were steadily upregulated in FL510 comprised a putative cytokinin-regulated genetic network that appeared to maintain robust growth under salt stress through well-orchestrated cell wall biogenesis and cell expansion, likely through major regulatory (OsRR23, OsHK5) and biosynthetic (OsIPT9) genes in the cytokinin signaling pathway. Meanwhile, a constitutively expressed cluster in FL510 prominently featured two transcription factors (OsIBH1, TAC3) that control tiller angle and growth habit through the brassinosteroid signaling pathway. Both the putative cytokinin-mediated and brassinosteroid-mediated clusters appeared to function as highly coordinated network synergies in FL510. In contrast, both networks appeared to be sub-optimal and inferior in the other RILs and parents as they were disjointed and highly fragmented. Transgressively expressed miRNAs (miR169, miR397, miR827) were also identified as prominent signatures of FL510, with functional implications to mechanisms that support robust growth, homeostasis, and osmotic stress avoidance. Results of this study demonstrate how genetic recombination creates novel morphology that complements inducible defenses hence transgressive adaptive phenotypes.
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Affiliation(s)
| | - Ai Kitazumi
- Department of Plant and Soil Science, Texas Tech University, Lubbock, TX, United States
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Wang W, Xu J, Fang H, Li Z, Li M. Advances and challenges in medicinal plant breeding. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2020; 298:110573. [PMID: 32771174 DOI: 10.1016/j.plantsci.2020.110573] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Revised: 06/08/2020] [Accepted: 06/19/2020] [Indexed: 05/04/2023]
Abstract
Large-scale cultivation of medicinal plants is the most rapid and effective means of addressing the disparity between the supply and demand of medicinal plants. To achieve this scale of production, breeding studies are necessary for further development of medicinal plant cultivation. Although advances have been made in the breeding of some medicinal plants, a number of challenges remain, owing to the particularity and complexity in determining the breeding target. Additionally, there are limitations associated with research on traditional and modern breeding methods for medicinal plants. In this review, we summarize and analyze the selection strategies for breeding direction and breeding models, and emphasize the importance of breeding research in promoting the breeding of medicinal plants.
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Affiliation(s)
- Wenle Wang
- Inner Mongolia Institute of Traditional Chinese Medicine, Hohhot, Inner Mongolia, China
| | - Jinfan Xu
- Baotou Medical College, Baotou, Inner Mongolia, China
| | - Huiyong Fang
- School of Pharmacy, Hebei University of Chinese Medicine, Shijiazhuang, Hebei, China
| | - Zhijun Li
- Inner Mongolia University for Nationalities, Tongliao, Inner Mongolia, China
| | - Minhui Li
- Inner Mongolia Institute of Traditional Chinese Medicine, Hohhot, Inner Mongolia, China; Baotou Medical College, Baotou, Inner Mongolia, China.
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Gürbüz Çolak N, Eken NT, Ülger M, Frary A, Doğanlar S. Mapping of quantitative trait loci for antioxidant molecules in tomato fruit: Carotenoids, vitamins C and E, glutathione and phenolic acids. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2020; 292:110393. [PMID: 32005398 DOI: 10.1016/j.plantsci.2019.110393] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/26/2019] [Revised: 11/06/2019] [Accepted: 12/25/2019] [Indexed: 06/10/2023]
Abstract
The nutritional value of a crop lies not only in its protein, lipid, and sugar content but also involves compounds such as the antioxidants lycopene, β-carotene and vitamin C. In the present study, wild tomato Solanum pimpinellifolium LA 1589 was assessed for its potential to improve antioxidant content. This wild species was found to be a good source of alleles for increasing β-carotene, lycopene, vitamin C and vitamin E contents in cultivated tomato. Characterization of an LA 1589 interspecific inbred backcross line (IBL) mapping population revealed many individuals with transgressive segregation for the antioxidants confirming the usefulness of this wild species for breeding of these traits. Molecular markers were used to identify QTLs for the metabolites in the IBL population. In total, 64 QTLs were identified for the antioxidants and their locations were compared to the map positions of previously identified QTLs for confirmation. Four (57 %) of the carotenoid QTLs, four (36 %) of the vitamin QTLs, and 11 (25 %) of the phenolic acid QTLs were supported by previous studies. Furthermore, several potential candidate genes were identified for vitamins C and E and phenolic acids loci. These candidate genes might be used as markers in breeding programs to increase tomato's antioxidant content.
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Affiliation(s)
- Nergiz Gürbüz Çolak
- Department of Molecular Biology and Genetics, Faculty of Science, Izmir Institute of Technology, Izmir 35430, Turkey
| | - Neslihan Tek Eken
- Department of Molecular Biology and Genetics, Faculty of Science, Izmir Institute of Technology, Izmir 35430, Turkey
| | | | - Anne Frary
- Department of Molecular Biology and Genetics, Faculty of Science, Izmir Institute of Technology, Izmir 35430, Turkey
| | - Sami Doğanlar
- Department of Molecular Biology and Genetics, Faculty of Science, Izmir Institute of Technology, Izmir 35430, Turkey.
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