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Li H, Brouwer M, Pup ED, van Lieshout N, Finkers R, Bachem CWB, Visser RGF. Allelic variation in the autotetraploid potato: genes involved in starch and steroidal glycoalkaloid metabolism as a case study. BMC Genomics 2024; 25:274. [PMID: 38475714 DOI: 10.1186/s12864-024-10186-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Accepted: 03/04/2024] [Indexed: 03/14/2024] Open
Abstract
BACKGROUND Tuber starch and steroidal glycoalkaloid (SGA)-related traits have been consistently prioritized in potato breeding, while allelic variation pattern of genes that underlie these traits is less explored. RESULTS Here, we focused on the genes involved in two important metabolic pathways in the potato: starch metabolism and SGA biosynthesis. We identified 119 genes consisting of 81 involved in starch metabolism and 38 in the biosynthesis of steroidal glycoalkaloids, and discovered 96,166 allelic variants among 2,169 gene haplotypes in six autotetraploid potato genomes. Comparative analyses revealed an uneven distribution of allelic variants among gene haplotypes and that the vast majority of deleterious mutations in these genes are retained in heterozygous state in the autotetraploid potato genomes. Leveraging full-length cDNA sequencing data, we find that approximately 70% of haplotypes of the 119 genes are transcribable. Population genetic analyses identify starch and SGA biosynthetic genes that are potentially conserved or diverged between potato varieties with varying starch or SGA content. CONCLUSIONS These results deepen the understanding of haplotypic diversity within functionally important genes in autotetraploid genomes and may facilitate functional characterization of genes or haplotypes contributing to traits related to starch and SGA in potato.
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Affiliation(s)
- Hongbo Li
- Plant Breeding, Wageningen University & Research, P. O. Box 386, Wageningen, 6700 AJ, the Netherlands
- Graduate School Experimental Plant Sciences, Wageningen University and Research, Wageningen, the Netherlands
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Synthetic Biology, Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, 518120, China
| | - Matthijs Brouwer
- Plant Breeding, Wageningen University & Research, P. O. Box 386, Wageningen, 6700 AJ, the Netherlands
| | - Elena Del Pup
- Plant Breeding, Wageningen University & Research, P. O. Box 386, Wageningen, 6700 AJ, the Netherlands
| | - Natascha van Lieshout
- Plant Breeding, Wageningen University & Research, P. O. Box 386, Wageningen, 6700 AJ, the Netherlands
- , SURFsara, Science Park 140, Amsterdam, 1098 XG, the Netherlands
| | - Richard Finkers
- Plant Breeding, Wageningen University & Research, P. O. Box 386, Wageningen, 6700 AJ, the Netherlands
- Gennovation B.V, Agro Business Park 10, Wageningen, 6708 PW, the Netherlands
| | - Christian W B Bachem
- Plant Breeding, Wageningen University & Research, P. O. Box 386, Wageningen, 6700 AJ, the Netherlands
| | - Richard G F Visser
- Plant Breeding, Wageningen University & Research, P. O. Box 386, Wageningen, 6700 AJ, the Netherlands.
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Application of SolCAP Genotyping in Potato (Solanum tuberosum L.) Association Mapping. Methods Mol Biol 2023; 2638:415-435. [PMID: 36781660 DOI: 10.1007/978-1-0716-3024-2_30] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2023]
Abstract
Potato variety development entails a number of breeding steps, as well as testing and, finally, commercialization. Historically, phenotypic assesment were carried out to select and germplasm development. The US Department of Agriculture (USDA) funded the Solanaceae Coordinated Agricultural Project (SolCAP) to decode genomic resources into tools that breeders and geneticists can use. This project resulted in the creation of a genome-wide single-nucleotide polymorphism (SNP) array that can be used to evaluate elite potato-breeding germplasm. This array was used to genotype a diverse panel of Solanum species, as well as numerous biparental, diploid, and tetraploid populations. It has high marker density to generate genetic maps that can be used to identify numerous quantitative trait loci (QTLs) for agronomic, quality, biotic, and abiotic resistance traits. Up to now, numerous QTLs for important traits have been identified using new diploid and tetraploid genetic maps. SNP markers were used to assess germplasm relationships and fingerprint varieties and identify candidate genes. The Infinium 8303 SolCAP Potato array offers a common set of SNP markers that can be used for mapping, germplasm assessment, and fingerprinting with confidence. This array has also been helpful in furthering our understanding of the potato genome. Furthermore, some other Infinium potato arrays (i.e., 12 K, 20 K, and 25 K) have been genotyped, and breeders can map quantitative trait loci (QTLs) across multiple populations to improve our understanding of economically important traits and lead to marker-assisted selection (MAS) and breeding and, ultimately, improved varieties.
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Vos PG, Paulo MJ, Bourke PM, Maliepaard CA, van Eeuwijk FA, Visser RGF, van Eck HJ. GWAS in tetraploid potato: identification and validation of SNP markers associated with glycoalkaloid content. MOLECULAR BREEDING : NEW STRATEGIES IN PLANT IMPROVEMENT 2022; 42:76. [PMID: 37313326 PMCID: PMC10248624 DOI: 10.1007/s11032-022-01344-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 11/18/2022] [Indexed: 06/15/2023]
Abstract
Genome-wide association studies (GWAS) are a useful tool to unravel the genetic architecture of complex traits, but the results can be difficult to interpret. Population structure, genetic heterogeneity, and rare alleles easily result in false positive or false negative associations. This paper describes the analysis of a GWAS panel combined with three bi-parental mapping populations to validate GWAS results, using phenotypic data for steroidal glycoalkaloid (SGA) accumulation and the ratio (SGR) between the two major glycoalkaloids α-solanine and α-chaconine in potato tubers. SGAs are secondary metabolites in the Solanaceae family, functional as a defence against various pests and pathogens and in high quantities toxic for humans. With GWAS, we identified five quantitative trait loci (QTL) of which Sga1.1, Sgr8.1, and Sga11.1 were validated, but not Sga3.1 and Sgr7.1. In the bi-parental populations, Sga5.1 and Sga7.1 were mapped, but these were not identified with GWAS. The QTLs Sga1.1, Sga7.1, Sgr7.1, and Sgr8.1 co-localize with genes GAME9, GAME 6/GAME 11, SGT1, and SGT2, respectively. For other genes involved in SGA synthesis, no QTLs were identified. The results of this study illustrate a number of pitfalls in GWAS of which population structure seems the most important. We also show that introgression breeding for disease resistance has introduced new haplotypes to the gene pool involved in higher SGA levels in certain pedigrees. Finally, we show that high SGA levels remain unpredictable in potato but that α-solanine/α-chaconine ratio has a predictable outcome with specific SGT1 and SGT2 haplotypes. Supplementary Information The online version contains supplementary material available at 10.1007/s11032-022-01344-2.
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Affiliation(s)
- Peter G. Vos
- Plant Breeding, Wageningen University and Research, P.O. Box 386, 6700 AJ Wageningen, The Netherlands
- Present Address: Centre for BioSystems Genomics, P.O. Box 98, 6700 AB Wageningen, The Netherlands
- Current Address: HZPC, Edisonweg 5, 8501 XG Joure, The Netherlands
- Graduate School Experimental Plant Sciences, Wageningen University & Research, Wageningen, Netherlands
| | - M. João Paulo
- Present Address: Centre for BioSystems Genomics, P.O. Box 98, 6700 AB Wageningen, The Netherlands
- Biometris, Wageningen University and Research, P.O. Box 16, 6700 AA Wageningen, The Netherlands
| | - Peter M. Bourke
- Plant Breeding, Wageningen University and Research, P.O. Box 386, 6700 AJ Wageningen, The Netherlands
| | - Chris A. Maliepaard
- Plant Breeding, Wageningen University and Research, P.O. Box 386, 6700 AJ Wageningen, The Netherlands
| | - Fred A. van Eeuwijk
- Biometris, Wageningen University and Research, P.O. Box 16, 6700 AA Wageningen, The Netherlands
| | - Richard G. F. Visser
- Plant Breeding, Wageningen University and Research, P.O. Box 386, 6700 AJ Wageningen, The Netherlands
- Present Address: Centre for BioSystems Genomics, P.O. Box 98, 6700 AB Wageningen, The Netherlands
| | - Herman J. van Eck
- Plant Breeding, Wageningen University and Research, P.O. Box 386, 6700 AJ Wageningen, The Netherlands
- Present Address: Centre for BioSystems Genomics, P.O. Box 98, 6700 AB Wageningen, The Netherlands
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Singh B, Goutam U, Kukreja S, Sharma J, Sood S, Bhardwaj V. Potato biofortification: an effective way to fight global hidden hunger. PHYSIOLOGY AND MOLECULAR BIOLOGY OF PLANTS : AN INTERNATIONAL JOURNAL OF FUNCTIONAL PLANT BIOLOGY 2021; 27:2297-2313. [PMID: 34744367 PMCID: PMC8526655 DOI: 10.1007/s12298-021-01081-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Revised: 09/16/2021] [Accepted: 09/22/2021] [Indexed: 06/03/2023]
Abstract
Hidden hunger is leading to extensive health problems in the developing world. Several strategies could be used to reduce the micronutrient deficiencies by increasing the dietary uptake of essential micronutrients. These include diet diversification, pharmaceutical supplementation, food fortification and crop biofortification. Among all, crop biofortification is the most sustainable and acceptable strategy to overcome the global issue of hidden hunger. Since most of the people suffering from micronutrient deficiencies, have monetary issues and are dependent on staple crops to fulfil their recommended daily requirements of various essential micronutrients. Therefore, increasing the micronutrient concentrations in cost effective staple crops seems to be an effective solution. Potato being the world's most consumed non-grain staple crop with enormous industrial demand appears to be an ideal candidate for biofortification. It can be grown in different climatic conditions, provide high yield, nutrition and dry matter in lesser time. In addition, huge potato germplasm have natural variations related to micronutrient concentrations, which can be utilized for its biofortification. This review discuss the current scenario of micronutrient malnutrition and various strategies that could be used to overcome it. The review also shed a light on the genetic variations present in potato germplasm and suggest effective ways to incorporate them into modern high yielding potato varieties.
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Affiliation(s)
- Baljeet Singh
- Division of Crop Improvement and Seed Technology, Central Potato Research Institute, Shimla, India
- School of Bioengineering and Biosciences, Lovely Professional University, Phagwara, India
| | - Umesh Goutam
- School of Bioengineering and Biosciences, Lovely Professional University, Phagwara, India
| | - Sarvjeet Kukreja
- Department of Agronomy, Lovely Professional University, Phagwara, India
| | - Jagdev Sharma
- Division of Crop Production, Central Potato Research Institute, Shimla, India
| | - Salej Sood
- Division of Crop Improvement and Seed Technology, Central Potato Research Institute, Shimla, India
| | - Vinay Bhardwaj
- Division of Crop Improvement and Seed Technology, Central Potato Research Institute, Shimla, India
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Sulli M, Barchi L, Toppino L, Diretto G, Sala T, Lanteri S, Rotino GL, Giuliano G. An Eggplant Recombinant Inbred Population Allows the Discovery of Metabolic QTLs Controlling Fruit Nutritional Quality. FRONTIERS IN PLANT SCIENCE 2021; 12:638195. [PMID: 34079565 PMCID: PMC8166230 DOI: 10.3389/fpls.2021.638195] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2020] [Accepted: 03/22/2021] [Indexed: 06/02/2023]
Abstract
Eggplant (Solanum melongena L.) represents the third most important crop of the Solanaceae family and is an important component of our daily diet. A population of 164 F6 recombinant inbred lines (RILs), derived from two eggplant lines differing with respect to several key agronomic traits, "305E40" and "67/3," was grown to the commercial maturation stage, and fruits were harvested, separated into peel and flesh, and subjected to liquid chromatography Liquid Chromatography/Mass Spectrometry (LC/MS) analysis. Through a combination of untargeted and targeted metabolomics approaches, a number of metabolites belonging to the glycoalkaloid, anthocyanin, and polyamine classes and showing a differential accumulation in the two parental lines and F1 hybrid were identified. Through metabolic profiling of the RILs, we identified several metabolomic quantitative trait loci (mQTLs) associated with the accumulation of those metabolites. Each of the metabolic traits proved to be controlled by one or more quantitative trait loci (QTLs); for most of the traits, one major mQTL (phenotypic variation explained [PVE] ≥ 10%) was identified. Data on mQTL mapping and dominance-recessivity relationships of measured compounds in the parental lines and F1 hybrid, as well as an analysis of the candidate genes underlying the QTLs and of their sequence differences in the two parental lines, suggested a series of candidate genes underlying the traits under study.
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Affiliation(s)
- Maria Sulli
- Italian National Agency for New Technologies, Energy and Sustainable Economic Development (ENEA), Casaccia Research Centre, Rome, Italy
| | - Lorenzo Barchi
- Department of Agricultural, Forest and Food Sciences (DISAFA), Plant Genetics and Breeding, University of Turin, Grugliasco, Italy
| | - Laura Toppino
- CREA, Council for Agricultural and Economics Research, Research Centre for Genomics and Bioinformatics, Montanaso Lombardo, Italy
| | - Gianfranco Diretto
- Italian National Agency for New Technologies, Energy and Sustainable Economic Development (ENEA), Casaccia Research Centre, Rome, Italy
| | - Tea Sala
- CREA, Council for Agricultural and Economics Research, Research Centre for Genomics and Bioinformatics, Montanaso Lombardo, Italy
| | - Sergio Lanteri
- Department of Agricultural, Forest and Food Sciences (DISAFA), Plant Genetics and Breeding, University of Turin, Grugliasco, Italy
| | - Giuseppe Leonardo Rotino
- CREA, Council for Agricultural and Economics Research, Research Centre for Genomics and Bioinformatics, Montanaso Lombardo, Italy
| | - Giovanni Giuliano
- Italian National Agency for New Technologies, Energy and Sustainable Economic Development (ENEA), Casaccia Research Centre, Rome, Italy
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6
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Pacifico D, Lanzanova C, Pagnotta E, Bassolino L, Mastrangelo AM, Marone D, Matteo R, Lo Scalzo R, Balconi C. Sustainable Use of Bioactive Compounds from Solanum Tuberosum and Brassicaceae Wastes and by-Products for Crop Protection-A Review. Molecules 2021; 26:2174. [PMID: 33918886 PMCID: PMC8070479 DOI: 10.3390/molecules26082174] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Revised: 03/31/2021] [Accepted: 04/01/2021] [Indexed: 12/24/2022] Open
Abstract
Defatted seed meals of oleaginous Brassicaceae, such as Eruca sativa, and potato peel are excellent plant matrices to recover potentially useful biomolecules from industrial processes in a circular strategy perspective aiming at crop protection. These biomolecules, mainly glycoalkaloids and phenols for potato and glucosinolates for Brassicaceae, have been proven to be effective against microbes, fungi, nematodes, insects, and even parasitic plants. Their role in plant protection is overviewed, together with the molecular basis of their synthesis in plant, and the description of their mechanisms of action. Possible genetic and biotechnological strategies are presented to increase their content in plants. Genetic mapping and identification of closely linked molecular markers are useful to identify the loci/genes responsible for their accumulation and transfer them to elite cultivars in breeding programs. Biotechnological approaches can be used to modify their allelic sequence and enhance the accumulation of the bioactive compounds. How the global challenges, such as reducing agri-food waste and increasing sustainability and food safety, could be addressed through bioprotector applications are discussed here.
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Affiliation(s)
- Daniela Pacifico
- CREA Council for Agricultural Research and Economics—Research Centre for Cereal and Industrial Crops, 00198 Rome, Italy; (C.L.); (E.P.); (L.B.); (A.M.M.); (D.M.); (C.B.); (R.M.)
| | - Chiara Lanzanova
- CREA Council for Agricultural Research and Economics—Research Centre for Cereal and Industrial Crops, 00198 Rome, Italy; (C.L.); (E.P.); (L.B.); (A.M.M.); (D.M.); (C.B.); (R.M.)
| | - Eleonora Pagnotta
- CREA Council for Agricultural Research and Economics—Research Centre for Cereal and Industrial Crops, 00198 Rome, Italy; (C.L.); (E.P.); (L.B.); (A.M.M.); (D.M.); (C.B.); (R.M.)
| | - Laura Bassolino
- CREA Council for Agricultural Research and Economics—Research Centre for Cereal and Industrial Crops, 00198 Rome, Italy; (C.L.); (E.P.); (L.B.); (A.M.M.); (D.M.); (C.B.); (R.M.)
| | - Anna Maria Mastrangelo
- CREA Council for Agricultural Research and Economics—Research Centre for Cereal and Industrial Crops, 00198 Rome, Italy; (C.L.); (E.P.); (L.B.); (A.M.M.); (D.M.); (C.B.); (R.M.)
| | - Daniela Marone
- CREA Council for Agricultural Research and Economics—Research Centre for Cereal and Industrial Crops, 00198 Rome, Italy; (C.L.); (E.P.); (L.B.); (A.M.M.); (D.M.); (C.B.); (R.M.)
| | - Roberto Matteo
- CREA Council for Agricultural Research and Economics—Research Centre for Cereal and Industrial Crops, 00198 Rome, Italy; (C.L.); (E.P.); (L.B.); (A.M.M.); (D.M.); (C.B.); (R.M.)
| | - Roberto Lo Scalzo
- CREA Council for Agricultural Research and Economics—Research Centre for Engineering and Agro-Food Processing, 00198 Rome, Italy;
| | - Carlotta Balconi
- CREA Council for Agricultural Research and Economics—Research Centre for Cereal and Industrial Crops, 00198 Rome, Italy; (C.L.); (E.P.); (L.B.); (A.M.M.); (D.M.); (C.B.); (R.M.)
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Zhao DK, Zhao Y, Chen SY, Kennelly EJ. Solanum steroidal glycoalkaloids: structural diversity, biological activities, and biosynthesis. Nat Prod Rep 2021; 38:1423-1444. [DOI: 10.1039/d1np00001b] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Chemical structures of typical Solanum steroidal glycoalkaloids from eggplant, tomato, and potato.
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Affiliation(s)
- Da-Ke Zhao
- Biocontrol Engineering Research Center of Plant Disease and Pest, Biocontrol Engineering Research Center of Crop Disease and Pest, School of Ecology and Environment, Yunnan University, Kunming, 650504, P. R. China
| | - Yi Zhao
- Department of Biological Sciences, Lehman College, City University of New York, Bronx, New York, 10468, USA
- PhD Program in Biology, The Graduate Center, City University of New York, New York, 10016, USA
| | - Sui-Yun Chen
- Biocontrol Engineering Research Center of Plant Disease and Pest, Biocontrol Engineering Research Center of Crop Disease and Pest, School of Ecology and Environment, Yunnan University, Kunming, 650504, P. R. China
| | - Edward J. Kennelly
- Department of Biological Sciences, Lehman College, City University of New York, Bronx, New York, 10468, USA
- PhD Program in Biology, The Graduate Center, City University of New York, New York, 10016, USA
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Kaiser N, Manrique-Carpintero NC, DiFonzo C, Coombs J, Douches D. Mapping Solanum chacoense mediated Colorado potato beetle (Leptinotarsa decemlineata) resistance in a self-compatible F 2 diploid population. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2020; 133:2583-2603. [PMID: 32474611 DOI: 10.1007/s00122-020-03619-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Accepted: 05/19/2020] [Indexed: 06/11/2023]
Abstract
A major QTL on chromosome 2 associated with leptine biosynthesis and Colorado potato beetle resistance was identified in a diploid S. chacoense F2 population using linkage mapping and bulk-segregant analysis. We examined the genetic features underlying leptine glycoalkaloid mediated Colorado potato beetle (Leptinotarsa decemlineata) host plant resistance in a diploid F2 mapping population of 233 individuals derived from Solanum chacoense lines USDA8380-1 and M6. The presence of foliar leptine glycoalkaloids in this population segregated as a single dominant gene and displayed continuous distribution of accumulated quantity in those individuals producing the compound. Using biparental linkage mapping, a major overlapping QTL region with partial dominance effects was identified on chromosome 2 explaining 49.3% and 34.1% of the variance in Colorado potato beetle field resistance and leptine accumulation, respectively. Association of this putative resistance region on chromosome 2 was further studied in an expanded F2 population in a subsequent field season. Loci significantly associated with leptine synthesis colocalized to chromosome 2. Significant correlation between increased leptine content and decreased Colorado potato beetle defoliation suggests a single QTL on chromosome 2. Additionally, a minor QTL with overdominance effects explaining 6.2% associated with Colorado potato beetle resistance donated by susceptible parent M6 was identified on chromosome 7. Bulk segregant whole genome sequencing of the same F2 population detected QTL associated with Colorado potato beetle resistance on chromosomes 2, 4, 6, 7, and 12. Weighted gene co-expression network analysis of parental lines and resistant and susceptible F2 individuals identified a tetratricopeptide repeat containing protein with a putative regulatory function and a previously uncharacterized acetyltransferase within the QTL region on chromosome 2, possibly under the control of a regulatory Tap46 subunit within the minor QTL on chromosome 12.
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Affiliation(s)
- Natalie Kaiser
- Department of Plant, Soil and Microbial Sciences, 1130 C Molecular Plant Sciences, Michigan State University, 1066 Bogue Street, East Lansing, MI, 48824, USA.
| | | | - Christina DiFonzo
- Department of Entomology, Michigan State University, East Lansing, MI, 48824, USA
| | - Joseph Coombs
- Department of Plant, Soil and Microbial Sciences, 1130 C Molecular Plant Sciences, Michigan State University, 1066 Bogue Street, East Lansing, MI, 48824, USA
| | - David Douches
- Department of Plant, Soil and Microbial Sciences, 1130 C Molecular Plant Sciences, Michigan State University, 1066 Bogue Street, East Lansing, MI, 48824, USA
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Santa JD, Berdugo-Cely J, Cely-Pardo L, Soto-Suárez M, Mosquera T, Galeano M. CH. QTL analysis reveals quantitative resistant loci for Phytophthora infestans and Tecia solanivora in tetraploid potato (Solanum tuberosum L.). PLoS One 2018; 13:e0199716. [PMID: 29979690 PMCID: PMC6034811 DOI: 10.1371/journal.pone.0199716] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2018] [Accepted: 06/12/2018] [Indexed: 11/18/2022] Open
Abstract
Late blight and Guatemalan potato tuber moth caused by Phytophthora infestans and Tecia solanivora, respectively, are major phytosanitary problems on potato crops in Colombia and Ecuador. Hence, the development of resistant cultivars is an alternative for their control. However, breeding initiatives for durable resistance using molecular tools are limited due to the genome complexity and high heterozygosity in autotetraploid potatoes. To contribute to a better understanding of the genetic basis underlying the resistance to P. infestans and T. solanivora in potato, the aim of this study was to identify QTLs for resistance to P. infestans and T. solanivora using a F1 tetraploid potato segregant population for both traits. Ninety-four individuals comprised this population. Parent genotypes and their progeny were genotyped using SOLCAP 12K potato array. Forty-five percent of the markers were polymorphic. A genetic linkage map was built with a length of 968.4 cM and 1,287 SNPs showing good distribution across the genome. Severity and incidence were evaluated in two crop cycles for two years. QTL analysis revealed six QTLs linked to P. infestans, four of these related to previous QTLs reported, and two novel QTLs (qrAUDPC-3 and qrAUDPC-8). Fifteen QTLs were linked to T. solanivora, being qIPC-6 and qOPA-6.1, and qIPC-10 and qIPC-10.1 stable in two different trials. This study is one of the first to identify QTLs for T. solanivora. As the population employed is a breeding population, results will contribute significantly to breeding programs to select resistant plant material, especially in countries where P. infestans and T. solanivora limit potato production.
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Affiliation(s)
- Juan David Santa
- Corporación Colombiana de Investigación Agropecuaria (AGROSAVIA), C.I. Tibaitatá, Cundinamarca, Colombia
- Faculty of Agricultural Sciences, Universidad Nacional de Colombia, sede Bogotá, Colombia
| | - Jhon Berdugo-Cely
- Corporación Colombiana de Investigación Agropecuaria (AGROSAVIA), C.I. Tibaitatá, Cundinamarca, Colombia
| | - Liliana Cely-Pardo
- Corporación Colombiana de Investigación Agropecuaria (AGROSAVIA), C.I. Tibaitatá, Cundinamarca, Colombia
| | - Mauricio Soto-Suárez
- Corporación Colombiana de Investigación Agropecuaria (AGROSAVIA), C.I. Tibaitatá, Cundinamarca, Colombia
| | - Teresa Mosquera
- Faculty of Agricultural Sciences, Universidad Nacional de Colombia, sede Bogotá, Colombia
| | - Carlos H. Galeano M.
- Corporación Colombiana de Investigación Agropecuaria (AGROSAVIA), C.I. Palmira, Valle del Cauca, Colombia
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10
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Ellis D, Chavez O, Coombs J, Soto J, Gomez R, Douches D, Panta A, Silvestre R, Anglin NL. Genetic identity in genebanks: application of the SolCAP 12K SNP array in fingerprinting and diversity analysis in the global in trust potato collection. Genome 2018; 61:523-537. [PMID: 29792822 DOI: 10.1139/gen-2017-0201] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Breeders rely on genetic integrity of material from genebanks; however, admixture, mislabeling, and errors in original data can occur and be detrimental. Two hundred and fifty accessions, representing paired samples consisting of original mother plants and their in vitro counterparts from the cultivated potato collection at the International Potato Center (CIP) were fingerprinted using the Infinium 12K V2 Potato Array to confirm genetic identity of the accessions and evaluate genetic diversity of the potato collection. Diploid, triploid, and tetraploid accessions were included, representing seven cultivated potato taxa (based on Hawkes, 1990). Fingerprints between voucher mother plants maintained in the field and in vitro clones of the same accession were used to evaluate identity, relatedness, and ancestry using hierarchal clustering and model-based Bayesian admixture analyses. Generally, in vitro and field clones of the same accession grouped together; however, 11 (4.4%) accessions were mismatches genetically, and in some cases the SNP data revealed the identity of the mixed accession. SNP genotypes were used to assess genetic diversity and to evaluate inter- and intraspecific relationships along with determining population structure and hybrid origins. Phylogenetic analyses suggest that the triploids included in this study are genetically similar. Further, some genetic redundancies among individual accessions were also identified along with some putative misclassified accessions. Accessions generally clustered together based on taxonomic classification and ploidy level with some deviations. STRUCTURE analysis identified six populations with significant gene flow among the populations, as well as revealed hybrid taxa and accessions. Overall, the Infinium 12K V2 Potato Array proved useful in confirming identity and highlighting the diversity in this subset of the CIP collection, providing new insights into the accessions evaluated. This study provides a model for genetic identity of plant genetic resources collections as mistakes in conservation of these collections and in genebanks is a reality. For breeders and other users of these collections, confirmed identity is critical, as well as for quality management programs and to provide insights into the accessions evaluated.
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Affiliation(s)
- David Ellis
- a International Potato Center (CIP), Apartado 1558, Lima 12, Peru
| | - Oswaldo Chavez
- a International Potato Center (CIP), Apartado 1558, Lima 12, Peru
| | - Joseph Coombs
- b Michigan State University, Department of Plant, Soil and Microbial Sciences, 1066 Bogue St., Room 486, East Lansing, MI 48824, USA
| | - Julian Soto
- a International Potato Center (CIP), Apartado 1558, Lima 12, Peru
| | - Rene Gomez
- a International Potato Center (CIP), Apartado 1558, Lima 12, Peru
| | - David Douches
- b Michigan State University, Department of Plant, Soil and Microbial Sciences, 1066 Bogue St., Room 486, East Lansing, MI 48824, USA
| | - Ana Panta
- a International Potato Center (CIP), Apartado 1558, Lima 12, Peru
| | - Rocio Silvestre
- a International Potato Center (CIP), Apartado 1558, Lima 12, Peru
| | - Noelle L Anglin
- a International Potato Center (CIP), Apartado 1558, Lima 12, Peru
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Integrated RNA-seq and sRNA-seq analysis reveals miRNA effects on secondary metabolism in Solanum tuberosum L. Mol Genet Genomics 2016; 292:37-52. [PMID: 27679507 DOI: 10.1007/s00438-016-1253-5] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2016] [Accepted: 09/22/2016] [Indexed: 10/20/2022]
Abstract
Light is a major environmental factor that affects metabolic pathways and stimulates the production of secondary metabolites in potato. However, adaptive changes in potato metabolic pathways and physiological functions triggered by light are partly explained by gene expression changes. Regulation of secondary metabolic pathways in potato has been extensively studied at transcriptional level, but little is known about the mechanisms of post-transcriptional regulation by miRNAs. To identify light-responsive miRNAs/mRNAs and construct putative metabolism pathways regulated by the miRNA-mRNA pairs, an integrated omics (sRNAome and transcriptome) analysis was performed to potato under light stimulus. A total of 31 and 48 miRNAs were identified to be differentially expressed in the leaves and tubers, respectively. Among the DEGs, 1353 genes in the leaves and 1841 genes in the tubers were upregulated, while 1595 genes in the leaves and 897 genes in the tubers were downregulated by light. Mapman enrichment analyses showed that genes related to MVA pathway, alkaloids-like, phenylpropanoids, flavonoids, and carotenoids metabolism were significantly upregulated, while genes associated with major CHO metabolism were repressed in the leaves and tubers. Integrated miRNA and mRNA profiles revealed that light-responsive miRNAs are important regulators in alkaloids metabolism, UMP salvage, lipid biosynthesis, and cellulose catabolism. Moreover, several miRNAs may participate in glycoalkaloids metabolism via JA signaling pathway, UDP-glucose biosynthesis and hydroxylation reaction. This study provides a global view of miRNA and mRNA expression profiles in potato response to light, our results suggest that miRNAs might play important roles in secondary metabolic pathways, especially in glycoalkaloid biosynthesis. The findings will enlighten us on the genetic regulation of secondary metabolite pathways and pave the way for future application of genetically engineered potato.
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Vos PG, Uitdewilligen JGAML, Voorrips RE, Visser RGF, van Eck HJ. Development and analysis of a 20K SNP array for potato (Solanum tuberosum): an insight into the breeding history. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2015; 128:2387-401. [PMID: 26263902 PMCID: PMC4636999 DOI: 10.1007/s00122-015-2593-y] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/03/2014] [Accepted: 07/23/2015] [Indexed: 05/21/2023]
Abstract
A 20K SNP array was developed and a comprehensive set of tetraploid cultivar was genotyped. This allowed us to identify footprints of the breeding history in contemporary breeding material such as identification of introgression segments, selection and founder signatures. A non-redundant subset of 15,138 previously identified SNPs and 4454 SNPs originating from the SolCAP project were combined into a 20k Infinium SNP array for genotyping a total of 569 potato genotypes. In this study we describe how this SNP array (encoded SolSTW array) was designed and analysed with fitTetra, software designed for autotetraploids. Genotypes from different countries and market segments, complemented with historic cultivars and important progenitors, were genotyped. This comprehensive set of genotypes combined with the deliberate inclusion of a large proportion of SNPs with a low minor allele frequency allowed us to distinguish genetic variation contributed by introgression breeding. This "new" (post 1945) genetic variation is located on specific chromosomal regions and enables the identification of SNP markers linked to R-genes. In addition, when the genetic composition of modern cultivars was compared with cultivars released before 1945, it appears that 96% of the genetic variants present in those ancestral cultivars remains polymorphic in modern cultivars. Hence, genetic erosion is almost absent in potato. Finally, we studied population genetic processes shaping the genetic composition of the modern European potato including drift, selection and founder effects. This resulted in the identification of major founders contributing to contemporary germplasm.
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Affiliation(s)
- Peter G Vos
- Wageningen UR, Plant Breeding, P.O. Box 386, 6700 AJ, Wageningen, The Netherlands
| | | | - Roeland E Voorrips
- Wageningen UR, Plant Breeding, P.O. Box 386, 6700 AJ, Wageningen, The Netherlands
| | - Richard G F Visser
- Wageningen UR, Plant Breeding, P.O. Box 386, 6700 AJ, Wageningen, The Netherlands
- Centre for BioSystems Genomics, P.O. Box 98, 6700 AB, Wageningen, The Netherlands
| | - Herman J van Eck
- Wageningen UR, Plant Breeding, P.O. Box 386, 6700 AJ, Wageningen, The Netherlands.
- Centre for BioSystems Genomics, P.O. Box 98, 6700 AB, Wageningen, The Netherlands.
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Friedman M. Chemistry and anticarcinogenic mechanisms of glycoalkaloids produced by eggplants, potatoes, and tomatoes. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2015; 63:3323-37. [PMID: 25821990 DOI: 10.1021/acs.jafc.5b00818] [Citation(s) in RCA: 95] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
Inhibition of cancer can occur via apoptosis, a genetically directed process of cell self-destruction that involves numerous biomarkers and signaling pathways. Glycoalkaloids are nitrogen-containing secondary plant metabolites found in numerous Solanaceous plants including eggplants, potatoes, and tomatoes. Exposure of cancer cells to glycoalkaloids produced by eggplants (α-solamargine and α-solasonine), potatoes (α-chaconine and α-solanine), and tomatoes (α-tomatine) or their hydrolysis products (mono-, di-, and trisaccharide derivatives and the aglycones solasodine, solanidine, and tomatidine) inhibits the growth of the cells in culture (in vitro) as well as tumor growth in vivo. This overview comprehensively surveys and consolidates worldwide efforts to define the following aspects of these natural compounds: (a) their prevalence in the three foods; (b) their chemistry and structure-activity relationships; (c) the reported factors (biomarkers, signaling pathways) associated with apoptosis of bone, breast, cervical, colon, gastric, glioblastoma, leukemia, liver, lung, lymphoma, melanoma, pancreas, prostate, and squamous cell carcinoma cell lines in vitro and the in vivo inhibition of tumor formation and growth in fish and mice and in human skin cancers; and (d) future research needs. The described results may make it possible to better relate the structures of the active compounds to their health-promoting function, individually, in combination, and in food, and allow the consumer to select glycoalkaloid-containing food with the optimal content of nontoxic beneficial compounds. The described findings are expected to be a valuable record and resource for further investigation of the health benefits of food-related natural compounds.
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Affiliation(s)
- Mendel Friedman
- Western Regional Research Center, Agricultural Research Service, United States Department Agriculture, Albany, California 94710, United States
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