1
|
Anglin NL, Wenzl P, Azevedo V, Lusty C, Ellis D, Gao D. Genotyping Genebank Collections: Strategic Approaches and Considerations for Optimal Collection Management. PLANTS (BASEL, SWITZERLAND) 2025; 14:252. [PMID: 39861604 PMCID: PMC11768347 DOI: 10.3390/plants14020252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/23/2024] [Revised: 12/26/2024] [Accepted: 01/03/2025] [Indexed: 01/27/2025]
Abstract
The maintenance of plant germplasm and its genetic diversity is critical to preserving and making it available for food security, so this invaluable diversity is not permanently lost due to population growth and development, climate change, or changing needs from the growers and/or the marketplace. There are numerous genebanks worldwide that serve to preserve valuable plant germplasm for humankind's future and to serve as a resource for research, breeding, and training. The United States Department of Agriculture (USDA) National Plant Germplasm System (NPGS) and the Consultative Group for International Agricultural Research (CGIAR) both have a network of plant germplasm collections scattered across varying geographical locations preserving genetic resources for the future. Besides the USDA and CGIAR, there are germplasm collections established in many countries across the world that also aim to preserve crop and plant collections. Due to the advancement of technology, genotyping and sequencing whole genomes of plant germplasm collections is now feasible. Data from genotyping can help define genetic diversity within a collection, identify genetic gaps, reveal genetic redundancies and verify uniqueness, enable the comparison of collections of the same crop across genebanks (rationalization), and determine errors or mix-ups in genetic identity that may have occurred in a germplasm collection. Large-scale projects, such as genotyping germplasm collections, require strategic planning and the development of best practices. This article details strategies and best practices to consider when genotyping whole collections, considerations for the identity verification of germplasm and determining genetic replicates, quality management systems (QMS)/QC genotyping, and some use cases.
Collapse
Affiliation(s)
- Noelle L. Anglin
- United States Department of Agriculture Agricultural Research Service Small Grains and Potato Germplasm Research, Aberdeen, ID 83210, USA;
| | - Peter Wenzl
- Centro Internacional de Agricultura Tropical (CIAT), Km 17 Recta Cali-Palmira, Palmira 763537, Colombia;
| | - Vania Azevedo
- International Potato Center (CIP), Lima 15023, Peru; (V.A.); (D.E.)
| | - Charlotte Lusty
- CGIAR Genebank Initiative, The Alliance of Bioversity International and the International Center for Tropical Agriculture (CIAT), Via di San Domenico, 1, 00153 Rome, Italy;
| | - David Ellis
- International Potato Center (CIP), Lima 15023, Peru; (V.A.); (D.E.)
- CGIAR Genebank Initiative, The Alliance of Bioversity International and the International Center for Tropical Agriculture (CIAT), Via di San Domenico, 1, 00153 Rome, Italy;
| | - Dongying Gao
- United States Department of Agriculture Agricultural Research Service Small Grains and Potato Germplasm Research, Aberdeen, ID 83210, USA;
| |
Collapse
|
2
|
Anglin NL, Chavez O, Soto-Torres J, Gomez R, Panta A, Vollmer R, Durand M, Meza C, Azevedo V, Manrique-Carpintero NC, Kauth P, Coombs JJ, Douches DS, Ellis D. Promiscuous potato: elucidating genetic identity and the complex genetic relationships of a cultivated potato germplasm collection. FRONTIERS IN PLANT SCIENCE 2024; 15:1341788. [PMID: 39011311 PMCID: PMC11246962 DOI: 10.3389/fpls.2024.1341788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Accepted: 04/29/2024] [Indexed: 07/17/2024]
Abstract
A total of 3,860 accessions from the global in trust clonal potato germplasm collection w3ere genotyped with the Illumina Infinium SolCAP V2 12K potato SNP array to evaluate genetic diversity and population structure within the potato germplasm collection. Diploid, triploid, tetraploid, and pentaploid accessions were included representing the cultivated potato taxa. Heterozygosity ranged from 9.7% to 66.6% increasing with ploidy level with an average heterozygosity of 33.5%. Identity, relatedness, and ancestry were evaluated using hierarchal clustering and model-based Bayesian admixture analyses. Errors in genetic identity were revealed in a side-by-side comparison of in vitro clonal material with the original mother plants revealing mistakes putatively occurring during decades of processing and handling. A phylogeny was constructed to evaluate inter- and intraspecific relationships which together with a STRUCTURE analysis supported both commonly used treatments of potato taxonomy. Accessions generally clustered based on taxonomic and ploidy classifications with some exceptions but did not consistently cluster by geographic origin. STRUCTURE analysis identified putative hybrids and suggested six genetic clusters in the cultivated potato collection with extensive gene flow occurring among the potato populations, implying most populations readily shared alleles and that introgression is common in potato. Solanum tuberosum subsp. andigena (ADG) and S. curtilobum (CUR) displayed significant admixture. ADG likely has extensive admixture due to its broad geographic distribution. Solanum phureja (PHU), Solanum chaucha (CHA)/Solanum stenotomum subsp. stenotomum (STN), and Solanum tuberosum subsp. tuberosum (TBR) populations had less admixture from an accession/population perspective relative to the species evaluated. A core and mini core subset from the genebank material was also constructed. SNP genotyping was also carried out on 745 accessions from the Seed Savers potato collection which confirmed no genetic duplication between the two potato collections, suggesting that the collections hold very different genetic resources of potato. The Infinium SNP Potato Array is a powerful tool that can provide diversity assessments, fingerprint genebank accessions for quality management programs, use in research and breeding, and provide insights into the complex genetic structure and hybrid origin of the diversity present in potato genetic resource collections.
Collapse
Affiliation(s)
- Noelle L Anglin
- International Potato Center (CIP), Lima, Peru
- Seed Savers - Preservation Department, United States Department of Agriculture Agriculture Research Service (USDA ARS) Small Grains and Potato Germplasm Research, Aberdeen, ID, United States
| | | | | | - Rene Gomez
- International Potato Center (CIP), Lima, Peru
| | - Ana Panta
- International Potato Center (CIP), Lima, Peru
| | | | | | - Charo Meza
- International Potato Center (CIP), Lima, Peru
| | | | | | - Philip Kauth
- Seed Savers Exchange, Decorah, IA, United States
- REAP Food Group, Madison, WI, United States
| | - Joesph J Coombs
- Department of Plant Soil and Microbial Sciences, Michigan State University (MSU), East Lansing, MI, United States
| | - David S Douches
- Department of Plant Soil and Microbial Sciences, Michigan State University (MSU), East Lansing, MI, United States
| | - David Ellis
- International Potato Center (CIP), Lima, Peru
| |
Collapse
|
3
|
Vlad D, Langdale JA. DEFECTIVELY ORGANIZED TRIBUTARIES 5 is not required for leaf venation patterning in Arabidopsis thaliana. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2022; 112:451-459. [PMID: 36042697 PMCID: PMC9826136 DOI: 10.1111/tpj.15958] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 08/22/2022] [Accepted: 08/26/2022] [Indexed: 06/15/2023]
Abstract
The search for genetic regulators of leaf venation patterning started over 30 years ago, primarily focused on mutant screens in the eudicotyledon Arabidopsis thaliana. Developmental perturbations in either cotyledons or true leaves led to the identification of transcription factors required to elaborate the characteristic reticulated vein network. An ortholog of one of these, the C2H2 zinc finger protein DEFECTIVELY ORGANIZED TRIBUTARIES 5 (AtDOT5), was recently identified through transcriptomics as a candidate regulator of parallel venation in maize (Zea mays) leaves. To elucidate how AtDOT5 regulates vein patterning, we generated three independent loss-of-function mutations by gene editing in Arabidopsis. Surprisingly, none of them exhibited any obvious phenotypic perturbations. To reconcile our findings with earlier reports, we re-evaluated the original Atdot5-1 and Atdot5-2 alleles. By genome sequencing, we show that reported mutations at the Atdot5-1 locus are actually polymorphisms between Landsberg erecta and Columbia ecotypes, and that other mutations present in the background most likely cause the pleiotropic mutant phenotype observed. We further show that a T-DNA insertion in the Atdot5-2 locus has no impact on leaf venation patterns when segregated from other T-DNA insertions present in the original line. We thus conclude that AtDOT5 plays no role in leaf venation patterning in Arabidopsis.
Collapse
Affiliation(s)
- Daniela Vlad
- Department of BiologyUniversity of OxfordSouth Parks RdOxfordOX1 3RBUK
| | - Jane A. Langdale
- Department of BiologyUniversity of OxfordSouth Parks RdOxfordOX1 3RBUK
| |
Collapse
|
4
|
Yamaoka Y. Reverse to Forward Genetic Screen Spots the C-terminus of Plastidial Desaturase FAD6. PLANT & CELL PHYSIOLOGY 2022; 63:1177-1180. [PMID: 35946534 DOI: 10.1093/pcp/pcac119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2022] [Revised: 08/01/2022] [Accepted: 08/09/2022] [Indexed: 06/15/2023]
Affiliation(s)
- Yasuyo Yamaoka
- Department of Biotechnology, The Catholic University of Korea, 43 Jibong-ro, Bucheon-si, Gyeonggi-do 14662, Republic of Korea
| |
Collapse
|
5
|
Anglin NL, Robles R, Rossel G, Alagon R, Panta A, Jarret RL, Manrique N, Ellis D. Genetic Identity, Diversity, and Population Structure of CIP's Sweetpotato ( I. batatas) Germplasm Collection. FRONTIERS IN PLANT SCIENCE 2021; 12:660012. [PMID: 34777403 PMCID: PMC8589021 DOI: 10.3389/fpls.2021.660012] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Accepted: 08/06/2021] [Indexed: 05/27/2023]
Abstract
The in trust sweetpotato collection housed by the International Center of Potato (CIP) is one of the largest assemblages of plant material representing the genetic resources of this important staple crop. The collection currently contains almost 6,000 accessions of Ipomoea batatas (cultivated sweetpotato) and over 1,000 accessions of sweetpotato crop wild relatives (CWRs). In this study, the entire cultivated collection (5,979 accessions) was genotyped with a panel of 20 simple sequence repeat (SSR) markers to assess genetic identity, diversity, and population structure. Genotyping and phenotyping of in vitro plantlets and mother plants were conducted simultaneously on 2,711 accessions (45% of the total collection) to identify and correct possible genetic identity errors which could have occurred at any time over the thirty plus years of maintenance in the in vitro collection. Within this group, 533 accessions (19.6%) had errors in identity. Field evaluations of morphological descriptors were carried out to confirm the marker data. A phylogenetic tree was constructed to reveal the intraspecific relationships in the population which uncovered high levels of redundancy in material from Peru and Latin America. These genotypic data were supported by morphological data. Population structure analysis demonstrated support for four ancestral populations with many of the accessions having lower levels of gene flow from the other populations. This was especially true of germplasm derived from Peru, Ecuador, and Africa. The set of 20 SSR markers was subsequently utilized to examine a subset of 189 accessions from the USDA sweetpotato germplasm collection and to identify and reconcile potential errors in the identification of clones shared between these collections. Marker analysis demonstrated that the USDA subset of material had 65 unique accessions that were not found in the larger CIP collection. As far as the authors are aware, this is the first report of genotyping an entire sweetpotato germplasm collection in its entirety.
Collapse
Affiliation(s)
| | | | | | | | - Ana Panta
- International Potato Center (CIP), Lima, Peru
| | - Robert L. Jarret
- Plant Genetic Resources Conservation Unit, United States Department of Agriculture, Agricultural Research Service, Griffin, GA, United States
| | | | - David Ellis
- International Potato Center (CIP), Lima, Peru
| |
Collapse
|
6
|
Unravelling hybridization in Phytophthora using phylogenomics and genome size estimation. IMA Fungus 2021; 12:16. [PMID: 34193315 PMCID: PMC8246709 DOI: 10.1186/s43008-021-00068-w] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Accepted: 05/23/2021] [Indexed: 02/06/2023] Open
Abstract
The genus Phytophthora comprises many economically and ecologically important plant pathogens. Hybrid species have previously been identified in at least six of the 12 phylogenetic clades. These hybrids can potentially infect a wider host range and display enhanced vigour compared to their progenitors. Phytophthora hybrids therefore pose a serious threat to agriculture as well as to natural ecosystems. Early and correct identification of hybrids is therefore essential for adequate plant protection but this is hampered by the limitations of morphological and traditional molecular methods. Identification of hybrids is also important in evolutionary studies as the positioning of hybrids in a phylogenetic tree can lead to suboptimal topologies. To improve the identification of hybrids we have combined genotyping-by-sequencing (GBS) and genome size estimation on a genus-wide collection of 614 Phytophthora isolates. Analyses based on locus- and allele counts and especially on the combination of species-specific loci and genome size estimations allowed us to confirm and characterize 27 previously described hybrid species and discover 16 new hybrid species. Our method was also valuable for species identification at an unprecedented resolution and further allowed correct naming of misidentified isolates. We used both a concatenation- and a coalescent-based phylogenomic method to construct a reliable phylogeny using the GBS data of 140 non-hybrid Phytophthora isolates. Hybrid species were subsequently connected to their progenitors in this phylogenetic tree. In this study we demonstrate the application of two validated techniques (GBS and flow cytometry) for relatively low cost but high resolution identification of hybrids and their phylogenetic relations.
Collapse
|
7
|
Dash L, McEwan RE, Montes C, Mejia L, Walley JW, Dilkes BP, Kelley DR. slim shady is a novel allele of PHYTOCHROME B present in the T-DNA line SALK_015201. PLANT DIRECT 2021; 5:e00326. [PMID: 34136747 PMCID: PMC8197431 DOI: 10.1002/pld3.326] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Revised: 04/13/2021] [Accepted: 04/22/2021] [Indexed: 05/06/2023]
Abstract
Auxin is a hormone that is required for hypocotyl elongation during seedling development. In response to auxin, rapid changes in transcript and protein abundance occur in hypocotyls, and some auxin responsive gene expression is linked to hypocotyl growth. To functionally validate proteomic studies, a reverse genetics screen was performed on mutants in auxin-regulated proteins to identify novel regulators of plant growth. This uncovered a long hypocotyl mutant, which we called slim shady, in an annotated insertion line in IMMUNOREGULATORY RNA-BINDING PROTEIN (IRR). Overexpression of the IRR gene failed to rescue the slim shady phenotype and characterization of a second T-DNA allele of IRR found that it had a wild-type (WT) hypocotyl length. The slim shady mutant has an elevated expression of numerous genes associated with the brassinosteroid-auxin-phytochrome (BAP) regulatory module compared to WT, including transcription factors that regulate brassinosteroid, auxin, and phytochrome pathways. Additionally, slim shady seedlings fail to exhibit a strong transcriptional response to auxin. Using whole genome sequence data and genetic complementation analysis with SALK_015201C, we determined that a novel single nucleotide polymorphism in PHYTOCHROME B was responsible for the slim shady phenotype. This is predicted to induce a frameshift and premature stop codon at leucine 1125, within the histidine kinase-related domain of the carboxy terminus of PHYB, which is required for phytochrome signaling and function. Genetic complementation analyses with phyb-9 confirmed that slim shady is a mutant allele of PHYB. This study advances our understanding of the molecular mechanisms in seedling development, by furthering our understanding of how light signaling is linked to auxin-dependent cell elongation. Furthermore, this study highlights the importance of confirming the genetic identity of research material before attributing phenotypes to known mutations sourced from T-DNA stocks.
Collapse
Affiliation(s)
- Linkan Dash
- Department of GeneticsDevelopment and Cell BiologyIowa State UniversityAmesIAUSA
| | - Robert E. McEwan
- Center for Plant BiologyPurdue UniversityWest LafayettINUSA
- Department of Horticulture and Landscape ArchitecturePurdue UniversityWest LafayettINUSA
| | - Christian Montes
- Department of Plant Pathology and MicrobiologyIowa State UniversityAmesIAUSA
| | - Ludvin Mejia
- Department of GeneticsDevelopment and Cell BiologyIowa State UniversityAmesIAUSA
| | - Justin W. Walley
- Department of Plant Pathology and MicrobiologyIowa State UniversityAmesIAUSA
| | - Brian P. Dilkes
- Center for Plant BiologyPurdue UniversityWest LafayettINUSA
- Department of Horticulture and Landscape ArchitecturePurdue UniversityWest LafayettINUSA
- Department of BiochemistryPurdue UniversityWest LafayettINUSA
| | - Dior R. Kelley
- Department of GeneticsDevelopment and Cell BiologyIowa State UniversityAmesIAUSA
| |
Collapse
|
8
|
Tang S, Liu DX, Lu S, Yu L, Li Y, Lin S, Li L, Du Z, Liu X, Li X, Ma W, Yang QY, Guo L. Development and screening of EMS mutants with altered seed oil content or fatty acid composition in Brassica napus. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2020; 104:1410-1422. [PMID: 33048384 DOI: 10.1111/tpj.15003] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Accepted: 09/10/2020] [Indexed: 06/11/2023]
Abstract
Brassica napus is an important oilseed crop in the world, and the mechanism of seed oil biosynthesis in B. napus remains unclear. In order to study the mechanism of oil biosynthesis and generate germplasms for breeding, an ethyl methanesulfonate (EMS) mutant population with ~100 000 M2 lines was generated using Zhongshuang 11 as the parent line. The EMS-induced genome-wide mutations in M2-M4 plants were assessed. The average number of mutations including single nucleotide polymorphisms and insertion/deletion in M2-M4 was 21 177, 28 675 and 17 915, respectively. The effects of the mutations on gene function were predicted in M2-M4 mutants, respectively. We screened the seeds from 98 113 M2 lines, and 9415 seed oil content and fatty acid mutants were identified. We further confirmed 686 mutants with altered seed oil content and fatty acid in advanced generation (M4 seeds). Five representative M4 mutants with increased oleic acid were re-sequenced, and the potential causal variations in FAD2 and ROD1 genes were identified. This study generated and screened a large scale of B. napus EMS mutant population, and the identified mutants could provide useful genetic resources for the study of oil biosynthesis and genetic improvement of seed oil content and fatty acid composition of B. napus in the future.
Collapse
Affiliation(s)
- Shan Tang
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China
| | - Dong-Xu Liu
- Hubei Key Laboratory of Agricultural Bioinformatics, College of Informatics, Huazhong Agricultural University, Wuhan, 430070, China
| | - Shaoping Lu
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China
| | - Liangqian Yu
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China
| | - Yuqing Li
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China
| | - Shengli Lin
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China
| | - Long Li
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China
| | - Zhuolin Du
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China
| | - Xiao Liu
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China
| | - Xiao Li
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China
| | - Wei Ma
- School of Biological Sciences, Nanyang Technological University, Singapore, 637551, Singapore
| | - Qing-Yong Yang
- Hubei Key Laboratory of Agricultural Bioinformatics, College of Informatics, Huazhong Agricultural University, Wuhan, 430070, China
| | - Liang Guo
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China
| |
Collapse
|
9
|
Hu W, Zhou T, Hu G, Wu H, Han Z, Xiao J, Li X, Xing Y. An ethyl methanesulfonate-induced neutral mutant-bridging method efficiently identifies spontaneously mutated genes in rice. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2020; 104:1129-1141. [PMID: 32808346 DOI: 10.1111/tpj.14969] [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: 04/22/2020] [Revised: 06/19/2020] [Accepted: 07/14/2020] [Indexed: 06/11/2023]
Abstract
Spontaneous mutants are mainly obtained from tissue culture or natural occurrences in plants. The traditional strategy for identifying spontaneously mutated genes is to continuously backcross these mutants to another variety and develop a near-isogenic F2 population for map-based cloning or bulked segregant analysis. However, this strategy is time-consuming. Here, we have developed a new method to efficiently accelerate the identification process. The chemical mutagen ethyl methanesulfonate was first used to treat the wild type of the spontaneous mutants to induce thousands of neutral mutations. An induced individual without any statistically significant phenotypic changes which was compared with the wild type was chosen as the neutral mutant. The spontaneous mutant was then crossed with the neutral mutant to develop a pseudo-near-isogenic F2 population in which only the induced neutral mutations and the causal mutation were segregated in the genome. This population ensures that the variation of the mutated trait is controlled only by the spontaneously mutated gene. Finally, after sequencing the neutral mutant and the mutant-type DNA pool of the F2 population the spontaneous mutation will be identified quickly by bioinformatics analysis. Using this method, two spontaneously mutated genes were identified successfully. Therefore, the neutral mutant-bridging method efficiently identifies spontaneously mutated genes in rice, and its value in other plants is discussed.
Collapse
Affiliation(s)
- Wei Hu
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China
| | - Tianhao Zhou
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China
| | - Gang Hu
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China
| | - Hong Wu
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China
| | - Zhongmin Han
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China
| | - Jinghua Xiao
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China
| | - Xianghua Li
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China
| | - Yongzhong Xing
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China
- Hubei Collaborative Innovation Center for Grain Industry, Yangtze University, Jingzhou, 434025, China
| |
Collapse
|
10
|
Jiang N, Lee YS, Mukundi E, Gomez-Cano F, Rivero L, Grotewold E. Diversity of genetic lesions characterizes new Arabidopsis flavonoid pigment mutant alleles from T-DNA collections. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2020; 291:110335. [PMID: 31928687 DOI: 10.1016/j.plantsci.2019.110335] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/28/2019] [Revised: 11/17/2019] [Accepted: 11/18/2019] [Indexed: 05/22/2023]
Abstract
The visual phenotypes afforded by flavonoid pigments have provided invaluable tools for modern genetics. Many Arabidopsis transparent testa (tt) mutants lacking the characteristic proanthocyanidin (PA) seed coat pigmentation and often failing to accumulate anthocyanins in vegetative tissues have been characterized. These mutants have significantly contributed to our understanding of flavonoid biosynthesis, regulation, and transport. A comprehensive screening for tt mutants in available large T-DNA collection lines resulted in the identification of 16 independent lines lacking PAs and anthocyanins, or with seed coat pigmentation clearly distinct from wild type. Segregation analyses and the characterization of second alleles in the genes disrupted by the indexed T-DNA insertions demonstrated that all the lines contained at least one additional mutation responsible for the tt phenotypes. Using a combination of RNA-Seq and whole genome re-sequencing and confirmed through complementation, we show here that these mutations correspond to novel alleles of ttg1 (two alleles), tt3 (two alleles), tt5 (two alleles), ban (two alleles), tt1 (two alleles), and tt8 (six alleles), which harbored additional T-DNA insertions, indels, missense mutations, and large genomic deletion. Several of the identified alleles offer interesting perspectives on flavonoid biosynthesis and regulation.
Collapse
Affiliation(s)
- Nan Jiang
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI 48824-6473, USA
| | - Yun Sun Lee
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI 48824-6473, USA
| | - Eric Mukundi
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI 48824-6473, USA
| | - Fabio Gomez-Cano
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI 48824-6473, USA
| | - Luz Rivero
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI 48824-6473, USA
| | - Erich Grotewold
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI 48824-6473, USA.
| |
Collapse
|
11
|
Valliyodan B, Cannon SB, Bayer PE, Shu S, Brown AV, Ren L, Jenkins J, Chung CYL, Chan TF, Daum CG, Plott C, Hastie A, Baruch K, Barry KW, Huang W, Patil G, Varshney RK, Hu H, Batley J, Yuan Y, Song Q, Stupar RM, Goodstein DM, Stacey G, Lam HM, Jackson SA, Schmutz J, Grimwood J, Edwards D, Nguyen HT. Construction and comparison of three reference-quality genome assemblies for soybean. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2019; 100:1066-1082. [PMID: 31433882 DOI: 10.1111/tpj.14500] [Citation(s) in RCA: 80] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/27/2018] [Revised: 07/10/2019] [Accepted: 07/17/2019] [Indexed: 05/15/2023]
Abstract
We report reference-quality genome assemblies and annotations for two accessions of soybean (Glycine max) and for one accession of Glycine soja, the closest wild relative of G. max. The G. max assemblies provided are for widely used US cultivars: the northern line Williams 82 (Wm82) and the southern line Lee. The Wm82 assembly improves the prior published assembly, and the Lee and G. soja assemblies are new for these accessions. Comparisons among the three accessions show generally high structural conservation, but nucleotide difference of 1.7 single-nucleotide polymorphisms (snps) per kb between Wm82 and Lee, and 4.7 snps per kb between these lines and G. soja. snp distributions and comparisons with genotypes of the Lee and Wm82 parents highlight patterns of introgression and haplotype structure. Comparisons against the US germplasm collection show placement of the sequenced accessions relative to global soybean diversity. Analysis of a pan-gene collection shows generally high conservation, with variation occurring primarily in genomically clustered gene families. We found approximately 40-42 inversions per chromosome between either Lee or Wm82v4 and G. soja, and approximately 32 inversions per chromosome between Wm82 and Lee. We also investigated five domestication loci. For each locus, we found two different alleles with functional differences between G. soja and the two domesticated accessions. The genome assemblies for multiple cultivated accessions and for the closest wild ancestor of soybean provides a valuable set of resources for identifying causal variants that underlie traits for the domestication and improvement of soybean, serving as a basis for future research and crop improvement efforts for this important crop species.
Collapse
Affiliation(s)
- Babu Valliyodan
- Division of Plant Sciences and National Center for Soybean Biotechnology, University of Missouri, Columbia, 65211, MO, USA
- Department of Agriculture and Environmental Sciences, Lincoln University, Jefferson City, 65101, MO, USA
| | - Steven B Cannon
- Corn Insects and Crop Genetics Research Unit, US Department of Agriculture-Agricultural Research Service, Ames, 50011, IA, USA
| | - Philipp E Bayer
- School of Biological Sciences, The University of Western Australia, Crawley, 6009, WA, Australia
| | - Shengqiang Shu
- Department of Energy Joint Genome Institute, Walnut Creek, 94598, CA, USA
| | - Anne V Brown
- Corn Insects and Crop Genetics Research Unit, US Department of Agriculture-Agricultural Research Service, Ames, 50011, IA, USA
| | - Longhui Ren
- Interdepartmental Genetics Program, Iowa State University, Ames, 50011, IA, USA
| | - Jerry Jenkins
- Hudson-Alpha Institute for Biotechnology, Huntsville, 35806, AL, USA
| | - Claire Y-L Chung
- Centre for Soybean Research of the State Key Laboratory of Agrobiotechnology and School of Life Sciences, The Chinese University of Hong Kong, Shatin, Hong Kong Special Administrative Region, China
| | - Ting-Fung Chan
- Centre for Soybean Research of the State Key Laboratory of Agrobiotechnology and School of Life Sciences, The Chinese University of Hong Kong, Shatin, Hong Kong Special Administrative Region, China
| | - Christopher G Daum
- Department of Energy Joint Genome Institute, Walnut Creek, 94598, CA, USA
| | - Christopher Plott
- Hudson-Alpha Institute for Biotechnology, Huntsville, 35806, AL, USA
| | | | | | - Kerrie W Barry
- Department of Energy Joint Genome Institute, Walnut Creek, 94598, CA, USA
| | - Wei Huang
- Department of Agronomy, Iowa State University, Ames, 50011, IA, USA
| | - Gunvant Patil
- Division of Plant Sciences and National Center for Soybean Biotechnology, University of Missouri, Columbia, 65211, MO, USA
| | - Rajeev K Varshney
- Center of Excellence in Genomics and Systems Biology, International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru, 502 324, India
| | - Haifei Hu
- School of Biological Sciences, The University of Western Australia, Crawley, 6009, WA, Australia
| | - Jacqueline Batley
- School of Biological Sciences, The University of Western Australia, Crawley, 6009, WA, Australia
| | - Yuxuan Yuan
- School of Biological Sciences, The University of Western Australia, Crawley, 6009, WA, Australia
| | - Qijian Song
- Soybean Genomics and Improvement Lab, US Department of Agriculture - Agricultural Research Service, Beltsville, 20705, MD, USA
| | - Robert M Stupar
- Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, 55108, MN, USA
| | - David M Goodstein
- Department of Energy Joint Genome Institute, Walnut Creek, 94598, CA, USA
| | - Gary Stacey
- Division of Plant Sciences and National Center for Soybean Biotechnology, University of Missouri, Columbia, 65211, MO, USA
| | - Hon-Ming Lam
- Centre for Soybean Research of the State Key Laboratory of Agrobiotechnology and School of Life Sciences, The Chinese University of Hong Kong, Shatin, Hong Kong Special Administrative Region, China
| | - Scott A Jackson
- Center for Applied Genetic Technologies, University of Georgia, Athens, 30602, GA, USA
| | - Jeremy Schmutz
- Hudson-Alpha Institute for Biotechnology, Huntsville, 35806, AL, USA
| | - Jane Grimwood
- Hudson-Alpha Institute for Biotechnology, Huntsville, 35806, AL, USA
| | - David Edwards
- School of Biological Sciences, The University of Western Australia, Crawley, 6009, WA, Australia
| | - Henry T Nguyen
- Division of Plant Sciences and National Center for Soybean Biotechnology, University of Missouri, Columbia, 65211, MO, USA
| |
Collapse
|
12
|
Yoshida Y, Sarmiento-Mañús R, Yamori W, Ponce MR, Micol JL, Tsukaya H. The Arabidopsis phyB-9 Mutant Has a Second-Site Mutation in the VENOSA4 Gene That Alters Chloroplast Size, Photosynthetic Traits, and Leaf Growth. PLANT PHYSIOLOGY 2018; 178:3-6. [PMID: 30194261 PMCID: PMC6130034 DOI: 10.1104/pp.18.00764] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Affiliation(s)
- Yuki Yoshida
- Department of Biological Sciences, Graduate School of Science, The University of Tokyo, Tokyo 113-0033, Japan
| | - Raquel Sarmiento-Mañús
- Instituto de Bioingeniería, Universidad Miguel Hernández, Campus de Elche, 03202 Elche, Spain
| | - Wataru Yamori
- Department of Biological Sciences, Graduate School of Science, The University of Tokyo, Tokyo 113-0033, Japan
| | - María Rosa Ponce
- Instituto de Bioingeniería, Universidad Miguel Hernández, Campus de Elche, 03202 Elche, Spain
| | - José Luis Micol
- Instituto de Bioingeniería, Universidad Miguel Hernández, Campus de Elche, 03202 Elche, Spain
| | - Hirokazu Tsukaya
- Department of Biological Sciences, Graduate School of Science, The University of Tokyo, Tokyo 113-0033, Japan
- Exploratory Research Center on Life and Living Systems, National Institutes of Natural Sciences, Okazaki, Aichi 444-8787, Japan
| |
Collapse
|
13
|
Nikonorova N, Yue K, Beeckman T, De Smet I. Arabidopsis research requires a critical re-evaluation of genetic tools. JOURNAL OF EXPERIMENTAL BOTANY 2018; 69:3541-3544. [PMID: 29701839 DOI: 10.1093/jxb/ery161] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/22/2018] [Accepted: 04/10/2018] [Indexed: 06/08/2023]
Abstract
An increasing number of reports question conclusions based on loss-of-function lines that have unexpected genetic backgrounds. In this opinion paper, we urge researchers to meticulously (re)investigate phenotypes retrieved from various genetic backgrounds and be critical regarding some previously drawn conclusions. As an example, we provide new evidence that acr4-2 mutant phenotypes with respect to columella stem cells are due to the lack of ACR4 and not - at least not as a major contributor - to a mutation in QRT1. In addition, we take the opportunity to alert the scientific community about the qrt1-2 background of a large number of Syngenta Arabidopsis Insertion Library (SAIL) T-DNA lines, a feature that is not commonly recognized by Arabidopsis researchers. This qrt1-2 background might have an important impact on the interpretation of the results obtained using these research tools, now and in the past. In conclusion, as a community, we should continuously assess and - if necessary - correct our conclusions based on the large number of (genetic) tools our work is built on. In addition, the positive or negative results of this self-criticism should be made available to the scientific community.
Collapse
Affiliation(s)
- Natalia Nikonorova
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Gent, Belgium
- Center for Plant Systems Biology, VIB, Gent, Belgium
| | - Kun Yue
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Gent, Belgium
- Center for Plant Systems Biology, VIB, Gent, Belgium
| | - Tom Beeckman
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Gent, Belgium
- Center for Plant Systems Biology, VIB, Gent, Belgium
| | - Ive De Smet
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Gent, Belgium
- Center for Plant Systems Biology, VIB, Gent, Belgium
| |
Collapse
|
14
|
Michno JM, Stupar RM. The importance of genotype identity, genetic heterogeneity, and bioinformatic handling for properly assessing genomic variation in transgenic plants. BMC Biotechnol 2018; 18:38. [PMID: 29859067 PMCID: PMC5984819 DOI: 10.1186/s12896-018-0447-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2018] [Accepted: 05/18/2018] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND The advent of -omics technologies has enabled the resolution of fine molecular differences among individuals within a species. DNA sequence variations, such as single nucleotide polymorphisms or small deletions, can be tabulated for many kinds of genotype comparisons. However, experimental designs and analytical approaches are replete with ways to overestimate the level of variation present within a given sample. Analytical pipelines that do not apply proper thresholds nor assess reproducibility among samples are susceptible to calling false-positive variants. Furthermore, issues with sample genotype identity or failing to account for heterogeneity in reference genotypes may lead to misinterpretations of standing variants as polymorphisms derived de novo. RESULTS A recent publication that featured the analysis of RNA-sequencing data in three transgenic soybean event series appeared to overestimate the number of sequence variants identified in plants that were exposed to a tissue culture based transformation process. We reanalyzed these data with a stringent set of criteria and demonstrate three different factors that lead to variant overestimation, including issues related to the genetic identity of the background genotype, unaccounted genetic heterogeneity in the reference genome, and insufficient bioinformatics filtering. CONCLUSIONS This study serves as a cautionary tale to users of genomic and transcriptomic data that wish to assess the molecular variation attributable to tissue culture and transformation processes. Moreover, accounting for the factors that lead to sequence variant overestimation is equally applicable to samples derived from other germplasm sources, including chemical or irradiation mutagenesis and genome engineering (e.g., CRISPR) processes.
Collapse
Affiliation(s)
- Jean-Michel Michno
- Bioinformatics and Computational Biology Program, University of Minnesota, Minneapolis, MN USA
- Department of Agronomy and Plant Genetics, University of Minnesota, 1991 Upper Buford Circle, 411 Borlaug Hall, Saint Paul, MN 55108 USA
| | - Robert M. Stupar
- Bioinformatics and Computational Biology Program, University of Minnesota, Minneapolis, MN USA
- Department of Agronomy and Plant Genetics, University of Minnesota, 1991 Upper Buford Circle, 411 Borlaug Hall, Saint Paul, MN 55108 USA
| |
Collapse
|
15
|
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: 4.6] [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.
Collapse
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
| |
Collapse
|
16
|
Yadav NS, Khadka J, Grafi G. Arabidopsis mutants may represent recombinant introgression lines. BMC Res Notes 2018; 11:227. [PMID: 29615117 PMCID: PMC5883871 DOI: 10.1186/s13104-018-3326-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2018] [Accepted: 03/24/2018] [Indexed: 11/10/2022] Open
Abstract
OBJECTIVES It is a common practice in Arabidopsis to transfer a mutation generated in one genetic background to other genetic background via crossing. However, the drawback of this methodology is unavoidable presence of genomic fragments from the donor parent being often replacing desirable genomic fragments of the recurrent parent. Here, we highlighted problem of Arabidopsis mutants being recombinant introgression lines that can lead to unreliable and misinterpreted results. RESULTS We studied the regulation of low copy number transposable elements Tag1 and Evelknievel (EK), located at the end of the bottom arm of chromosome 1 and both are present in the Arabidopsis Landsberg erecta (Ler) but not in Columbia (Col) ecotype. Using various epigenetic mutants (cmt3, ddm1, kyp2, ago4, rdr2 hen1 etc.), we found that certain mutants in the Ler background are deficient of Tag1 or EK or both and represent recombinant introgression lines whereby chromosomal regions from Col have been recombined into the Ler genome. Our data support a recent proposal calling for formulating standards for authentication of plant lines that are used in plant research. Most important is to verify that a given trait or genomic locus under study is correctly identified, particularly when using mutants generated by crossing.
Collapse
Affiliation(s)
- Narendra Singh Yadav
- French Associates Institute for Agriculture and Biotechnology of Drylands, Jacob Blaustein Institutes for Desert Research, Ben-Gurion University of the Negev, 84990, Midreshet Ben-Gurion, Israel.
| | - Janardan Khadka
- French Associates Institute for Agriculture and Biotechnology of Drylands, Jacob Blaustein Institutes for Desert Research, Ben-Gurion University of the Negev, 84990, Midreshet Ben-Gurion, Israel
| | - Gideon Grafi
- French Associates Institute for Agriculture and Biotechnology of Drylands, Jacob Blaustein Institutes for Desert Research, Ben-Gurion University of the Negev, 84990, Midreshet Ben-Gurion, Israel
| |
Collapse
|
17
|
Verification of Arabidopsis stock collections using SNPmatch, a tool for genotyping high-plexed samples. Sci Data 2017; 4:170184. [PMID: 29257129 PMCID: PMC5744633 DOI: 10.1038/sdata.2017.184] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2017] [Accepted: 10/30/2017] [Indexed: 12/30/2022] Open
Abstract
Large-scale studies such as the Arabidopsis thaliana ‘1,001 Genomes’ Project require routine genotyping of stocks to avoid sample contamination. To genotype samples efficiently and economically, sequencing must be inexpensive and data processing simple. Here we present SNPmatch, a tool that identifies strains (or inbred lines, or accessions) by matching them to a SNP database. We tested the tool by performing low-coverage resequencing of over 2,000 strains from our lab seed stock collection. SNPmatch correctly genotyped samples from 1-fold coverage sequencing data, and could also identify the parents of F1 or F2 individuals. SNPmatch can be run either on the command line or through AraGeno (https://arageno.gmi.oeaw.ac.at), a web interface that permits sample genotyping from a user-uploaded VCF or BED file.
Collapse
|
18
|
Schmidt R, Boudichevskaia A, Cao HX, He S, Meyer RC, Reif JC. Extracting genotype information of Arabidopsis thaliana recombinant inbred lines from transcript profiles established with high-density oligonucleotide arrays. PLANT CELL REPORTS 2017; 36:1871-1881. [PMID: 28856445 DOI: 10.1007/s00299-017-2200-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2017] [Accepted: 08/21/2017] [Indexed: 06/07/2023]
Abstract
Polymorphic probes identified via a sequence-based approach are suitable to infer the genotypes of recombinant inbred lines from hybridisation intensities of GeneChip ® transcript profiling experiments. The sequences of the probes of the ATH1 GeneChip® exactly match transcript sequences of the Arabidopsis thaliana reference genome Col-0, whereas nucleotide differences and/or insertions/deletions may be observed for transcripts of other A. thaliana accessions. Individual probes of the GeneChip® that show sequence polymorphisms between different A. thaliana accessions may serve as single-feature polymorphism (SFP) markers, provided that the sequence changes cause differences in hybridisation intensity for the accessions of interest. A sequence-based approach identified features on the high-density oligonucleotide array that showed sequence polymorphisms between A. thaliana accessions Col-0 and C24. Hybridisation intensities of polymorphic probes were extracted from genome-wide transcript profiles of Col-0/C24 and C24/Col-0 recombinant inbred lines and assessed after standardisation via sliding window analyses to identify SFP markers. The genotypes of the recombinant inbred lines were determined with the SFP markers and the resulting data were integrated with information, which had been established previously with single nucleotide polymorphism and insertion/deletion markers, to enrich the linkage map of the Col-0/C24 and C24/Col-0 recombinant inbred populations. Congruence between the molecular marker map and the sequence maps of the A. thaliana Col-0 chromosomes proved the reliability of the genotype information which was deduced from the transcript profiles of the Col-0/C24 and C24/Col-0 recombinant inbred lines.
Collapse
Affiliation(s)
- Renate Schmidt
- Department of Breeding Research, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), OT Gatersleben, Corrensstrasse 3, 06466, Seeland, Germany.
| | - Anastassia Boudichevskaia
- Department of Breeding Research, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), OT Gatersleben, Corrensstrasse 3, 06466, Seeland, Germany
| | - Hieu Xuan Cao
- Department of Breeding Research, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), OT Gatersleben, Corrensstrasse 3, 06466, Seeland, Germany
- Department of Plant Physiology, Institute of Biology, Martin-Luther University Halle-Wittenberg, Weinbergweg 10, 06120, Halle, Germany
| | - Sang He
- Department of Breeding Research, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), OT Gatersleben, Corrensstrasse 3, 06466, Seeland, Germany
| | - Rhonda Christiane Meyer
- Department of Molecular Genetics, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), OT Gatersleben, Corrensstrasse 3, 06466, Seeland, Germany
| | - Jochen Christoph Reif
- Department of Breeding Research, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), OT Gatersleben, Corrensstrasse 3, 06466, Seeland, Germany
| |
Collapse
|
19
|
Murray KD, Webers C, Ong CS, Borevitz J, Warthmann N. kWIP: The k-mer weighted inner product, a de novo estimator of genetic similarity. PLoS Comput Biol 2017; 13:e1005727. [PMID: 28873405 PMCID: PMC5600398 DOI: 10.1371/journal.pcbi.1005727] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2016] [Revised: 09/15/2017] [Accepted: 08/21/2017] [Indexed: 11/18/2022] Open
Abstract
Modern genomics techniques generate overwhelming quantities of data. Extracting population genetic variation demands computationally efficient methods to determine genetic relatedness between individuals (or "samples") in an unbiased manner, preferably de novo. Rapid estimation of genetic relatedness directly from sequencing data has the potential to overcome reference genome bias, and to verify that individuals belong to the correct genetic lineage before conclusions are drawn using mislabelled, or misidentified samples. We present the k-mer Weighted Inner Product (kWIP), an assembly-, and alignment-free estimator of genetic similarity. kWIP combines a probabilistic data structure with a novel metric, the weighted inner product (WIP), to efficiently calculate pairwise similarity between sequencing runs from their k-mer counts. It produces a distance matrix, which can then be further analysed and visualised. Our method does not require prior knowledge of the underlying genomes and applications include establishing sample identity and detecting mix-up, non-obvious genomic variation, and population structure. We show that kWIP can reconstruct the true relatedness between samples from simulated populations. By re-analysing several published datasets we show that our results are consistent with marker-based analyses. kWIP is written in C++, licensed under the GNU GPL, and is available from https://github.com/kdmurray91/kwip.
Collapse
Affiliation(s)
- Kevin D. Murray
- Research School of Biology, The Australian National University, Canberra, Australia
| | - Christfried Webers
- Data61, CSIRO, Canberra, Australia
- Research School of Computer Science, The Australian National University, Canberra, Australia
| | - Cheng Soon Ong
- Data61, CSIRO, Canberra, Australia
- Research School of Computer Science, The Australian National University, Canberra, Australia
| | - Justin Borevitz
- Research School of Biology, The Australian National University, Canberra, Australia
| | - Norman Warthmann
- Research School of Biology, The Australian National University, Canberra, Australia
| |
Collapse
|
20
|
Melchinger AE, Schopp P, Müller D, Schrag TA, Bauer E, Unterseer S, Homann L, Schipprack W, Schön CC. Safeguarding Our Genetic Resources with Libraries of Doubled-Haploid Lines. Genetics 2017; 206:1611-1619. [PMID: 28468909 PMCID: PMC5500154 DOI: 10.1534/genetics.115.186205] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2017] [Accepted: 04/21/2017] [Indexed: 01/02/2023] Open
Abstract
Thousands of landraces are stored in seed banks as "gold reserves" for future use in plant breeding. In many crops, their utilization is hampered because they represent heterogeneous populations of heterozygous genotypes, which harbor a high genetic load. We show, with high-density genotyping in five landraces of maize, that libraries of doubled-haploid (DH) lines capture the allelic diversity of genetic resources in an unbiased way. By comparing allelic differentiation between heterozygous plants from the original landraces and 266 derived DH lines, we find conclusive evidence that, in the DH production process, sampling of alleles is random across the entire allele frequency spectrum, and purging of landraces from their genetic load does not act on specific genomic regions. Based on overall process efficiency, we show that generating DH lines is feasible for genetic material that has never been selected for inbreeding tolerance. We conclude that libraries of DH lines will make genetic resources accessible to crop improvement by linking molecular inventories of seed banks with meaningful phenotypes.
Collapse
Affiliation(s)
- Albrecht E Melchinger
- Institute of Plant Breeding, Seed Science and Population Genetics, University of Hohenheim, 70593 Stuttgart, Germany
| | - Pascal Schopp
- Institute of Plant Breeding, Seed Science and Population Genetics, University of Hohenheim, 70593 Stuttgart, Germany
| | - Dominik Müller
- Institute of Plant Breeding, Seed Science and Population Genetics, University of Hohenheim, 70593 Stuttgart, Germany
| | - Tobias A Schrag
- Institute of Plant Breeding, Seed Science and Population Genetics, University of Hohenheim, 70593 Stuttgart, Germany
| | - Eva Bauer
- School of Life Sciences Weihenstephan, Technical University of Munich, 85354 Freising, Germany
| | - Sandra Unterseer
- School of Life Sciences Weihenstephan, Technical University of Munich, 85354 Freising, Germany
| | - Linda Homann
- Institute of Plant Breeding, Seed Science and Population Genetics, University of Hohenheim, 70593 Stuttgart, Germany
| | - Wolfgang Schipprack
- Institute of Plant Breeding, Seed Science and Population Genetics, University of Hohenheim, 70593 Stuttgart, Germany
| | - Chris-Carolin Schön
- School of Life Sciences Weihenstephan, Technical University of Munich, 85354 Freising, Germany
| |
Collapse
|
21
|
Saumitou-Laprade P, Vernet P, Vekemans X, Castric V, Barcaccia G, Khadari B, Baldoni L. Controlling for genetic identity of varieties, pollen contamination and stigma receptivity is essential to characterize the self-incompatibility system of Olea europaea L. Evol Appl 2017; 10:860-866. [PMID: 29151877 PMCID: PMC5680419 DOI: 10.1111/eva.12498] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2017] [Accepted: 05/24/2017] [Indexed: 11/29/2022] Open
Abstract
Bervillé et al. express concern about the existence of the diallelic self‐incompatibility (DSI) system in Olea europaea, mainly because our model does not account for results from previous studies from their group that claimed to have documented asymmetry of the incompatibility response in reciprocal crosses. In this answer to their comment, we present original results based on reciprocal stigma tests that contradict conclusions from these studies. We show that, in our hands, not a single case of asymmetry was confirmed, endorsing that symmetry of incompatibility reactions seems to be the rule in Olive. We discuss three important aspects that were not taken into account in the studies cited in their comments and that can explain the discrepancy: (i) the vast uncertainty around the actual genetic identity of vernacular varieties, (ii) the risk of massive contamination associated with the pollination protocols that they used and (iii) the importance of checking for stigma receptivity in controlled crosses. These studies were thus poorly genetically controlled, and we stand by our original conclusion that Olive tree exhibits DSI.
Collapse
Affiliation(s)
- Pierre Saumitou-Laprade
- CNRS UMR 8198 Evo-Eco-Paleo Université de Lille - Sciences et Technologies Villeneuve d'Ascq France
| | - Philippe Vernet
- CNRS UMR 8198 Evo-Eco-Paleo Université de Lille - Sciences et Technologies Villeneuve d'Ascq France
| | - Xavier Vekemans
- CNRS UMR 8198 Evo-Eco-Paleo Université de Lille - Sciences et Technologies Villeneuve d'Ascq France
| | - Vincent Castric
- CNRS UMR 8198 Evo-Eco-Paleo Université de Lille - Sciences et Technologies Villeneuve d'Ascq France
| | - Gianni Barcaccia
- Laboratory of Genomics and Plant Breeding DAFNAE - University of Padova Legnaro PD Italy
| | - Bouchaïb Khadari
- UMR 1334 Amélioration Génétique et Adaptation des Plantes (AGAP) INRA/CBNMed Montpellier France.,UMR 1334 AGAP Montpellier SupAgro Montpellier France
| | | |
Collapse
|
22
|
Feldman MJ, Paul RE, Banan D, Barrett JF, Sebastian J, Yee MC, Jiang H, Lipka AE, Brutnell TP, Dinneny JR, Leakey ADB, Baxter I. Time dependent genetic analysis links field and controlled environment phenotypes in the model C4 grass Setaria. PLoS Genet 2017. [PMID: 28644860 PMCID: PMC5507400 DOI: 10.1371/journal.pgen.1006841] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Vertical growth of plants is a dynamic process that is influenced by genetic and environmental factors and has a pronounced effect on overall plant architecture and biomass composition. We have performed six controlled growth trials of an interspecific Setaria italica x Setaria viridis recombinant inbred line population to assess how the genetic architecture of plant height is influenced by developmental queues, water availability and planting density. The non-destructive nature of plant height measurements has enabled us to monitor height throughout the plant life cycle in both field and controlled environments. We find that plant height is reduced under water limitation and high density planting and affected by growth environment (field vs. growth chamber). The results support a model where plant height is a heritable, polygenic trait and that the major genetic loci that influence plant height function independent of growth environment. The identity and contribution of loci that influence height changes dynamically throughout development and the reduction of growth observed in water limited environments is a consequence of delayed progression through the genetic program which establishes plant height in Setaria. In this population, alleles inherited from the weedy S. viridis parent act to increase plant height early, whereas a larger number of small effect alleles inherited from the domesticated S. italica parent collectively act to increase plant height later in development. Growth is a dynamic process that responds to a changing environment. Most of the methods that we have for measuring are static and collecting information throughout an organisms lifecycle is labor and cost prohibitive. Advances in imaging and robotics technology have enabled novel approaches to understanding how plants adapt to the environment. Using the model grass Setaria and new methods for measuring parameters from images, we investigate the genetic architecture of plant height in response to water availability and planting density. Height is one of the most influential components of plant architecture, determining tradeoffs between competition and resource allocation and is an important trait for boosting yields. The non-destructive nature of plant height measurements has enabled us to monitor growth throughout the plant life cycle in both field and controlled environments. We identified several loci controlling height in a population derived from a wild strain of Setaria viridis and its domesticated relative Setaria italica, as well as the developmental time in which these loci act. In this population, alleles inherited from the wild parent act to increase plant height early, whereas a larger number of small effect alleles inherited from the domesticated parent collectively act to increase plant height later in development.
Collapse
Affiliation(s)
- Max J. Feldman
- Donald Danforth Plant Science Center, St. Louis, Missouri, United States of America
| | - Rachel E. Paul
- Department of Plant Biology and Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
| | - Darshi Banan
- Department of Plant Biology and Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
| | - Jennifer F. Barrett
- Donald Danforth Plant Science Center, St. Louis, Missouri, United States of America
| | - Jose Sebastian
- Carnegie Institution for Science, Department of Plant Biology, Stanford, California, United States of America
| | - Muh-Ching Yee
- Carnegie Institution for Science, Department of Plant Biology, Stanford, California, United States of America
| | - Hui Jiang
- Donald Danforth Plant Science Center, St. Louis, Missouri, United States of America
| | - Alexander E. Lipka
- Department of Crop Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
| | - Thomas P. Brutnell
- Donald Danforth Plant Science Center, St. Louis, Missouri, United States of America
| | - José R. Dinneny
- Carnegie Institution for Science, Department of Plant Biology, Stanford, California, United States of America
| | - Andrew D. B. Leakey
- Department of Plant Biology and Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
| | - Ivan Baxter
- Donald Danforth Plant Science Center, St. Louis, Missouri, United States of America
- USDA-ARS, Plant Genetics Research Unit, St. Louis, Missouri, United States of America
- * E-mail:
| |
Collapse
|
23
|
McCluskey K, Boundy-Mills K, Dye G, Ehmke E, Gunnell GF, Kiaris H, Polihronakis Richmond M, Yoder AD, Zeigler DR, Zehr S, Grotewold E. The challenges faced by living stock collections in the USA. eLife 2017; 6. [PMID: 28266913 PMCID: PMC5376150 DOI: 10.7554/elife.24611] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2016] [Accepted: 03/06/2017] [Indexed: 12/16/2022] Open
Abstract
Many discoveries in the life sciences have been made using material from living stock collections. These collections provide a uniform and stable supply of living organisms and related materials that enhance the reproducibility of research and minimize the need for repetitive calibration. While collections differ in many ways, they all require expertise in maintaining living organisms and good logistical systems for keeping track of stocks and fulfilling requests for specimens. Here, we review some of the contributions made by living stock collections to research across all branches of the tree of life, and outline the challenges they face. DOI:http://dx.doi.org/10.7554/eLife.24611.001
Collapse
Affiliation(s)
- Kevin McCluskey
- Department of Plant Pathology, Fungal Genetics Stock Center, Kansas State University, Manhattan, United States
| | - Kyria Boundy-Mills
- Phaff Yeast Culture Collection, Food Science and Technology, University of California, Davis, Davis, United States
| | - Greg Dye
- Duke Lemur Center, Duke University, Durham, United States
| | - Erin Ehmke
- Duke Lemur Center, Duke University, Durham, United States
| | | | - Hippokratis Kiaris
- Department of Drug Discovery and Biomedical Sciences and Peromyscus Genetic Stock Center, University of South Carolina, Columbia, United States
| | | | - Anne D Yoder
- Duke Lemur Center, Duke University, Durham, United States
| | - Daniel R Zeigler
- Bacillus Genetics Stock Center, The Ohio State University, Columbus, United States
| | - Sarah Zehr
- Duke Lemur Center, Duke University, Durham, United States
| | - Erich Grotewold
- Arabidopsis Biological Resource Center, The Ohio State University, Columbus, United States
| |
Collapse
|
24
|
Liang S, Qi Y, Zhao J, Li Y, Wang R, Shao J, Liu X, An L, Yu F. Mutations in the Arabidopsis AtMRS2-11/ AtMGT10/ VAR5 Gene Cause Leaf Reticulation. FRONTIERS IN PLANT SCIENCE 2017; 8:2007. [PMID: 29234332 PMCID: PMC5712471 DOI: 10.3389/fpls.2017.02007] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2017] [Accepted: 11/10/2017] [Indexed: 05/20/2023]
Abstract
In higher plants, the development of functional chloroplasts is essential for photosynthesis and many other physiological processes. With a long-term goal of elucidating the genetic regulation of chloroplast development, we identified two allelic leaf variegation mutants, variegated5-1 (var5-1) and var5-2. Both mutants showed a distinct leaf reticulation phenotype of yellow paraveinal regions and green interveinal regions, and the leaf reticulation phenotype correlated with photosynthetic defects. Through the identification of mutation sites in the two mutant alleles and the molecular complementation, we confirmed that VAR5 encodes a CorA family of Mg2+ transporters also known as AtMRS2-11/AtMGT10. Using protoplast transient expression and biochemical fractionation assays, we demonstrated that AtMRS2-11/AtMGT10/VAR5 likely localizes to the chloroplast envelope. Moreover, we established that AtMRS2-11/AtMGT10/VAR5 forms large molecular weight complexes in the chloroplast and the sizes of these complexes clearly exceed those of their bacterial counterparts, suggesting the compositions of CorA Mg2+ transporter complex is different between the chloroplast and bacteria. Our findings indicate that AtMRS2-11/AtMGT10/VAR5 plays an important role in the tissue specific regulation of chloroplast development.
Collapse
|
25
|
Parker N, Wang Y, Meinke D. Analysis of Arabidopsis Accessions Hypersensitive to a Loss of Chloroplast Translation. PLANT PHYSIOLOGY 2016; 172:1862-1875. [PMID: 27707889 PMCID: PMC5100756 DOI: 10.1104/pp.16.01291] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/16/2016] [Accepted: 10/03/2016] [Indexed: 05/04/2023]
Abstract
Natural accessions of Arabidopsis (Arabidopsis thaliana) differ in their ability to tolerate a loss of chloroplast translation. These differences can be attributed in part to variation in a duplicated nuclear gene (ACC2) that targets homomeric acetyl-coenzyme A carboxylase (ACCase) to plastids. This functional redundancy allows limited fatty acid biosynthesis to occur in the absence of heteromeric ACCase, which is encoded in part by the plastid genome. In the presence of functional ACC2, tolerant alleles of several nuclear genes, not yet identified, enhance the growth of seedlings and embryos disrupted in chloroplast translation. ACC2 knockout mutants, by contrast, are hypersensitive. Here we describe an expanded search for hypersensitive accessions of Arabidopsis, evaluate whether all of these accessions are defective in ACC2, and characterize genotype-to-phenotype relationships for homomeric ACCase variants identified among 855 accessions with sequenced genomes. Null alleles with ACC2 nonsense mutations, frameshift mutations, small deletions, genomic rearrangements, and defects in RNA splicing are included among the most sensitive accessions examined. By contrast, most missense mutations affecting highly conserved residues failed to eliminate ACC2 function. Several accessions were identified where sensitivity could not be attributed to a defect in either ACC2 or Tic20-IV, the chloroplast membrane channel required for ACC2 uptake. Overall, these results underscore the central role of ACC2 in mediating Arabidopsis response to a loss of chloroplast translation, highlight future applications of this system to analyzing chloroplast protein import, and provide valuable insights into the mutational landscape of an important metabolic enzyme that is highly conserved throughout eukaryotes.
Collapse
Affiliation(s)
- Nicole Parker
- Department of Plant Biology, Ecology, and Evolution, Oklahoma State University, Stillwater, Oklahoma 74078
| | - Yixing Wang
- Department of Plant Biology, Ecology, and Evolution, Oklahoma State University, Stillwater, Oklahoma 74078
| | - David Meinke
- Department of Plant Biology, Ecology, and Evolution, Oklahoma State University, Stillwater, Oklahoma 74078
| |
Collapse
|
26
|
Liang Z, Schnable JC. RNA-Seq Based Analysis of Population Structure within the Maize Inbred B73. PLoS One 2016; 11:e0157942. [PMID: 27348435 PMCID: PMC4922647 DOI: 10.1371/journal.pone.0157942] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2016] [Accepted: 06/07/2016] [Indexed: 12/23/2022] Open
Abstract
Recent reports have shown than many identically named genetic lines used in research around the world actually contain large amounts of uncharacterized genetic variation as a result of cross contamination of stocks, unintentional crossing, residual heterozygosity within original stocks, or de novo mutation. 27 public, large scale, RNA-seq datasets from 20 independent research groups around the world were used to assess variation within the maize (Zea mays ssp. mays) inbred B73, a four decade old variety which served as the reference genotype for the original maize genome sequencing project and is widely used in genetic, genomic, and phenotypic research. Several clearly distinct clades were identified among putatively B73 samples. A number of these clades were defined by the presence of clearly defined genomic blocks containing a haplotype which did not match the published B73 reference genome. The overall proportion of the maize genotype where multiple distinct haplotypes were observed across different research groups was approximately 2.3%. In some cases the relationship among B73 samples generated by different research groups recapitulated mentor/mentee relationships within the maize genetics community.
Collapse
Affiliation(s)
- Zhikai Liang
- Center for Plant Science Innovation & Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, United States of America
| | - James C. Schnable
- Center for Plant Science Innovation & Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, United States of America
| |
Collapse
|