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Collinson NP, Giri K, Kaur J, Spangenberg G, Malipatil M, Mann RC, Valenzuela I. Evaluating the Effects of Epichloë Fungal Endophytes of Perennial Ryegrass on the Feeding Behaviour and Life History of Rhopalosiphum padi. INSECTS 2024; 15:744. [PMID: 39452320 PMCID: PMC11508369 DOI: 10.3390/insects15100744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Revised: 09/20/2024] [Accepted: 09/24/2024] [Indexed: 10/26/2024]
Abstract
The bird cherry-oat aphid, Rhopalosiphum padi (L.), is an economically significant pest of pasture grasses, the latter being capable of hosting several fungal endophyte-perennial ryegrass symbiota rich in alkaloids and toxic to vertebrates and invertebrates. Measuring aphid feeding behaviour can provide insights into the effectiveness and mode of action of different fungal endophytes. This study investigated the effects of different Epichloë-perennial ryegrass symbiota on the feeding behaviour of R. padi using the electrical penetration graph technique while also assessing the aphid life history. In most cases, endophytes had significant feeding deterrence and paired fecundity and mortality effects. But, in some instances, endophytes with the highest aphid mortality did not significantly deter feeding, suggesting a more complicated scenario of interactions between the relative concentration of metabolites, e.g., host plant defence response metabolites and alkaloids, and/or physical changes to leaf morphology. Overall, this study sheds light on the mode of action of Epichloë endophytes against aphids and highlights the importance of Epichloë-perennial ryegrass symbiota in the management of insect pests such as aphids in pasture-based grazing systems.
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Affiliation(s)
- Nicholas Paul Collinson
- Agriculture Victoria Research, AgriBio Centre for AgriBioscience, 5 Ring Road, Bundoora, VIC 3083, Australia; (N.P.C.); (K.G.); (J.K.)
- Department of Science, Health and Engineering, School of Applied Systems Biology, La Trobe University, Bundoora, VIC 3083, Australia
| | - Khageswor Giri
- Agriculture Victoria Research, AgriBio Centre for AgriBioscience, 5 Ring Road, Bundoora, VIC 3083, Australia; (N.P.C.); (K.G.); (J.K.)
| | - Jatinder Kaur
- Agriculture Victoria Research, AgriBio Centre for AgriBioscience, 5 Ring Road, Bundoora, VIC 3083, Australia; (N.P.C.); (K.G.); (J.K.)
- Department of Science, Health and Engineering, School of Applied Systems Biology, La Trobe University, Bundoora, VIC 3083, Australia
| | - German Spangenberg
- College of Grassland Science, Qingdao Agricultural University, Qingdao 266000, China;
| | - Mallik Malipatil
- Agriculture Victoria Research, AgriBio Centre for AgriBioscience, 5 Ring Road, Bundoora, VIC 3083, Australia; (N.P.C.); (K.G.); (J.K.)
- Department of Science, Health and Engineering, School of Applied Systems Biology, La Trobe University, Bundoora, VIC 3083, Australia
| | - Ross Cameron Mann
- Agriculture Victoria Research, AgriBio Centre for AgriBioscience, 5 Ring Road, Bundoora, VIC 3083, Australia; (N.P.C.); (K.G.); (J.K.)
| | - Isabel Valenzuela
- Agriculture Victoria Research, AgriBio Centre for AgriBioscience, 5 Ring Road, Bundoora, VIC 3083, Australia; (N.P.C.); (K.G.); (J.K.)
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Ilie DE, Gavojdian D, Kusza S, Neamț RI, Mizeranschi AE, Mihali CV, Cziszter LT. Kompetitive Allele Specific PCR Genotyping of 89 SNPs in Romanian Spotted and Romanian Brown Cattle Breeds and Their Association with Clinical Mastitis. Animals (Basel) 2023; 13:ani13091484. [PMID: 37174521 PMCID: PMC10177413 DOI: 10.3390/ani13091484] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Revised: 04/24/2023] [Accepted: 04/25/2023] [Indexed: 05/15/2023] Open
Abstract
Mastitis is the most common production disease in the dairy sector worldwide, its incidence being associated with both cows' exposure to bacteria and the cows' genetic make-up for resistance to pathogens. The objective of our study was to analyse 89 missense SNPs belonging to six genes (CXCR2, CXCL8, TLR4, BRCA1, LTF, BOLA-DRB3), which were found to be associated with genetic resistance or susceptibility to mastitis. A total of 298 cattle (250 Romanian Spotted and 48 Romanian Brown) were genotyped by Kompetitive Allele Specific PCR (KASP) and a chi-squared test was used for genetic association studies with clinical mastitis. A total of 35 SNPs (39.3%) among the selected 89 SNPs were successfully genotyped, of which 31 markers were monomorphic. The polymorphic markers were found in two genes: TLR4 (rs460053411) and BOLA-DRB3 (rs42309897, rs208816121, rs110124025). The polymorphic SNPs with MAF > 5% and call rates > 95% were used for the association study. The results showed that rs110124025 in the BOLA-DRB3 gene was significantly associated with mastitis prevalence (p ≤ 0.05) in both investigated breeds. Current results show that the SNP rs110124025 in the BOLA-DRB3 gene can be used as a candidate genetic marker in selection for mastitis resistance in Romanian dairy cattle.
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Affiliation(s)
- Daniela Elena Ilie
- The Research Department, Research and Development Station for Bovine Arad, 310059 Arad, Romania
| | - Dinu Gavojdian
- The Research Department, Research and Development Institute for Bovine Balotesti, 077015 Balotesti, Romania
| | - Szilvia Kusza
- Centre for Agricultural Genomics and Biotechnology, University of Debrecen, 4032 Debrecen, Hungary
| | - Radu Ionel Neamț
- The Research Department, Research and Development Station for Bovine Arad, 310059 Arad, Romania
| | | | - Ciprian Valentin Mihali
- The Research Department, Research and Development Station for Bovine Arad, 310059 Arad, Romania
- Department of Life Sciences, Faculty of Medicine, "Vasile Goldiș" Western University of Arad, 310025 Arad, Romania
| | - Ludovic Toma Cziszter
- The Research Department, Research and Development Station for Bovine Arad, 310059 Arad, Romania
- Department of Animal Production Engineering, Faculty of Bioengineering of Animal Resources, University of Life Sciences 'King Mihai I' from Timișoara, 300645 Timișoara, Romania
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Chang CC, Silva BBI, Huang HY, Tsai CY, Flores RJD, Tayo LL, Tyan YC, Tsai MA, Catulin GEM, Chuang KP, Yang JL. Development and Validation of KASP Assays for the Genotyping of Racing Performance-Associated Single Nucleotide Polymorphisms in Pigeons. Genes (Basel) 2021; 12:1383. [PMID: 34573366 PMCID: PMC8468996 DOI: 10.3390/genes12091383] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2021] [Revised: 08/27/2021] [Accepted: 08/31/2021] [Indexed: 02/06/2023] Open
Abstract
Pigeon racing's recent upturn in popularity can be attributed in part to the huge prize money involved in these competitions. As such, methods to select pigeons with desirable genetic characteristics for racing or for selective breeding have also been gaining more interest. Polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP) for genotyping-specific genes is one of the most commonly used molecular techniques, which can be costly, laborious and time consuming. The present study reports the development of an alternative genotyping method that employs Kompetitive Allele Specific Polymerase Chain Reaction (KASP) technology with specifically designed primers to detect previously reported racing performance-associated polymorphisms within the LDHA, MTYCB, and DRD4 genes. To validate, KASP assays and PCR-RFLP assays results from 107 samples genotyped for each of the genes were compared and the results showed perfect (100%) agreement of both methods. The developed KASP assays present an alternative rapid, reliable, and cost-effective method to identify polymorphisms in pigeons.
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Affiliation(s)
- Ching-Chi Chang
- Graduate Institute of Animal Vaccine Technology, College of Veterinary Medicine, National Pingtung University of Science and Technology, Pingtung 912, Taiwan; (C.-C.C.); (H.-Y.H.); (C.-Y.T.)
| | - Benji Brayan I. Silva
- International Degree Program in Animal Vaccine Technology, International College, National Pingtung University of Science and Technology, Pingtung 912, Taiwan; (B.B.I.S.); (Y.-C.T.)
| | - Huai-Ying Huang
- Graduate Institute of Animal Vaccine Technology, College of Veterinary Medicine, National Pingtung University of Science and Technology, Pingtung 912, Taiwan; (C.-C.C.); (H.-Y.H.); (C.-Y.T.)
- Demin Veterinary Hospital, Kaohsiung 807, Taiwan
| | - Ching-Yi Tsai
- Graduate Institute of Animal Vaccine Technology, College of Veterinary Medicine, National Pingtung University of Science and Technology, Pingtung 912, Taiwan; (C.-C.C.); (H.-Y.H.); (C.-Y.T.)
- International Degree Program in Animal Vaccine Technology, International College, National Pingtung University of Science and Technology, Pingtung 912, Taiwan; (B.B.I.S.); (Y.-C.T.)
| | - Ronilo Jose D. Flores
- Institute of Biological Sciences, College of Arts and Sciences, University of the Philippines Los Baños, Laguna 4031, Philippines;
- Graduate School, University of the Philippines Los Baños, Laguna 4031, Philippines
| | - Lemmuel L. Tayo
- School of Chemical, Biological and Materials Engineering and Sciences, Mapúa University, Intramuros, Manila 1002, Philippines; (L.L.T.); (G.E.M.C.)
| | - Yu-Chang Tyan
- International Degree Program in Animal Vaccine Technology, International College, National Pingtung University of Science and Technology, Pingtung 912, Taiwan; (B.B.I.S.); (Y.-C.T.)
- School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
- Institute of Medical Science and Technology, National Sun Yat-Sen University, Kaohsiung 804, Taiwan
- Department of Medical Imaging and Radiological Sciences, Kaohsiung Medical University, Kaohsiung 807, Taiwan
- Department of Medical Research, Kaohsiung Medical University Hospital, Kaohsiung 807, Taiwan
- Research Center for Environmental Research, Kaohsiung Medical University, Kaohsiung 807, Taiwan
| | - Ming-An Tsai
- Department of Veterinary Medicine, National Pingtung University of Science and Technology, Pingtung 912, Taiwan;
- International Program in Ornamental Fish Technology and Aquatic Animal Health, International College, National Pingtung University of Science and Technology, Pingtung 912, Taiwan
| | - Gail Everette M. Catulin
- School of Chemical, Biological and Materials Engineering and Sciences, Mapúa University, Intramuros, Manila 1002, Philippines; (L.L.T.); (G.E.M.C.)
| | - Kuo-Pin Chuang
- Graduate Institute of Animal Vaccine Technology, College of Veterinary Medicine, National Pingtung University of Science and Technology, Pingtung 912, Taiwan; (C.-C.C.); (H.-Y.H.); (C.-Y.T.)
- International Degree Program in Animal Vaccine Technology, International College, National Pingtung University of Science and Technology, Pingtung 912, Taiwan; (B.B.I.S.); (Y.-C.T.)
- Research Center for Animal Biologics, National Pingtung University of Science and Technology, Pingtung 912, Taiwan
- School of Dentistry, Kaohsiung Medical University, Kaohsiung 807, Taiwan
| | - Jenq-Lin Yang
- Institute for Translation Research in Biomedicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 807, Taiwan
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Liu Z, She H, Xu Z, Zhang H, Li G, Zhang S, Qian W. Quantitative trait loci (QTL) analysis of leaf related traits in spinach (Spinacia oleracea L.). BMC PLANT BIOLOGY 2021; 21:290. [PMID: 34167476 PMCID: PMC8223354 DOI: 10.1186/s12870-021-03092-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/05/2020] [Accepted: 06/10/2021] [Indexed: 06/13/2023]
Abstract
BACKGROUND Spinach (Spinacia oleracea L.) is an important leafy vegetable crop, and leaf-related traits including leaf length, leaf width, and petiole length, are important commercial traits. However, the underlying genes remain unclear. The objective of the study was to conduct QTL mapping of leaf-related traits in spinach. RESULTS A BC1 population was used to construct the linkage map and for QTL mapping of leaf length, leaf width, petiole length, and the ratio of leaf length to width in 2015 and 2019. Two genetic linkage maps were constructed by specific locus amplified fragment sequencing (SLAF-seq), and kompetitive allele specific PCR (KASP) technology, respectively using BC1 population in 2015. Based on the results of 2015, the specific linkage groups (LG) detected QTLs were generated using BC1 population in 2019. A total of 13 QTLs were detected for leaf-related traits, only five QTLs being repeatedly detected in multiple years or linkage maps. Interestingly, the major QTLs of leaf length, petiole length, and the ratio of leaf length to width were highly associated with the same SNP markers (KM3102838, KM1360385 and KM2191098). A major QTL of leaf width was mapped on chromosome 1 from 41.470-42.045 Mb. And 44 genes were identified within the region. Based on the GO analysis, these genes were significantly enriched on ribonuclease, lyase activity, phosphodiester bond hydrolysis process, and cell wall component, thus it might change cell size to determine leaves shape. CONCLUSIONS Five QTLs for leaf-related traits were repeatedly detected at least two years or linkage maps. The major QTLs of leaf length, petiole length, and the ratio of leaf length to width were mapped on the same loci. And three genes (Spo10792, Spo21018, and Spo21019) were identified as important candidate genes for leaf width.
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Affiliation(s)
- Zhiyuan Liu
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Hongbing She
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Zhaosheng Xu
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Helong Zhang
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Guoliang Li
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Shifan Zhang
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, China.
| | - Wei Qian
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, China.
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Awata LAO, Ifie BE, Danquah E, Jumbo MB, Suresh LM, Gowda M, Marchelo-Dragga PW, Olsen MS, Shorinola O, Yao NK, Boddupalli PM, Tongoona PB. Introgression of Maize Lethal Necrosis Resistance Quantitative Trait Loci Into Susceptible Maize Populations and Validation of the Resistance Under Field Conditions in Naivasha, Kenya. FRONTIERS IN PLANT SCIENCE 2021; 12:649308. [PMID: 34040620 PMCID: PMC8143050 DOI: 10.3389/fpls.2021.649308] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Accepted: 03/29/2021] [Indexed: 05/27/2023]
Abstract
Maize lethal necrosis (MLN), resulting from co-infection by maize chlorotic mottle virus (MCMV) and sugarcane mosaic virus (SCMV) can cause up to 100% yield losses in maize in Africa under serious disease conditions. Maize improvement through conventional backcross (BC) takes many generations but can significantly be shortened when molecular tools are utilized in the breeding process. We used a donor parent (KS23-6) to transfer quantitative trait loci (QTL) for resistance to MLN into nine adapted but MLN susceptible lines. Nurseries were established in Kiboko, Kenya during 2015-2017 seasons and BC3F2 progeny were developed using marker assisted backcrossing (MABC) approach. Six single nucleotide polymorphism (SNP) markers linked to QTL for resistance to MLN were used to genotype 2,400 BC3F2 lines using Kompetitive Allele Specific PCR (KASP) platform. We detected that two of the six QTL had major effects for resistance to MLN under artificial inoculation field conditions in 56 candidate BC3F2 lines. To confirm whether these two QTL are reproducible under different field conditions, the 56 BC3F2 lines including their parents were evaluated in replicated trials for two seasons under artificial MLN inoculations in Naivasha, Kenya in 2018. Strong association of genotype with phenotype was detected. Consequently, 19 superior BC3F2 lines with favorable alleles and showing improved levels of resistance to MLN under artificial field inoculation were identified. These elite lines represent superior genetic resources for improvement of maize hybrids for resistance to MLN. However, 20 BC3F2 lines were fixed for both KASP markers but were susceptible to MLN under field conditions, which could suggest weak linkage between the KASP markers and target genes. The validated two major QTL can be utilized to speed up the breeding process but additional loci need to be identified between the KASP markers and the resistance genes to strengthen the linkage.
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Affiliation(s)
- Luka A. O. Awata
- Directorate of Research, Ministry of Agriculture and Food Security, Juba, South Sudan
| | - Beatrice E. Ifie
- West Africa Centre for Crop Improvement (WACCI), College of Basic and Applied Sciences, University of Ghana, Legon, Ghana
| | - Eric Danquah
- West Africa Centre for Crop Improvement (WACCI), College of Basic and Applied Sciences, University of Ghana, Legon, Ghana
| | - MacDonald Bright Jumbo
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Bulawayo, Zimbabwe
| | - L. Mahabaleswara Suresh
- International Maize and Wheat Improvement Center (CIMMYT), World Agroforestry Centre (ICRAF), Nairobi, Kenya
| | - Manje Gowda
- International Maize and Wheat Improvement Center (CIMMYT), World Agroforestry Centre (ICRAF), Nairobi, Kenya
| | - Philip W. Marchelo-Dragga
- Department of Agricultural Sciences, College of Natural Resources and Environmental Studies, University of Juba, Juba, South Sudan
| | - Michael Scott Olsen
- International Maize and Wheat Improvement Center (CIMMYT), World Agroforestry Centre (ICRAF), Nairobi, Kenya
| | - Oluwaseyi Shorinola
- Biosciences eastern and central Africa (BecA) Hub, International Livestock Research Institute (ILRI), Nairobi, Kenya
- John Innes Centre, Norwich, United Kingdom
| | - Nasser Kouadio Yao
- Biosciences eastern and central Africa (BecA) Hub, International Livestock Research Institute (ILRI), Nairobi, Kenya
| | - Prasanna M. Boddupalli
- International Maize and Wheat Improvement Center (CIMMYT), World Agroforestry Centre (ICRAF), Nairobi, Kenya
| | - Pangirayi B. Tongoona
- West Africa Centre for Crop Improvement (WACCI), College of Basic and Applied Sciences, University of Ghana, Legon, Ghana
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Chen Z, Tang D, Ni J, Li P, Wang L, Zhou J, Li C, Lan H, Li L, Liu J. Development of genic KASP SNP markers from RNA-Seq data for map-based cloning and marker-assisted selection in maize. BMC PLANT BIOLOGY 2021; 21:157. [PMID: 33771110 PMCID: PMC8004444 DOI: 10.1186/s12870-021-02932-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/01/2021] [Accepted: 03/10/2021] [Indexed: 05/25/2023]
Abstract
BACKGROUND Maize is one of the most important field crops in the world. Most of the key agronomic traits, including yield traits and plant architecture traits, are quantitative. Fine mapping of genes/ quantitative trait loci (QTL) influencing a key trait is essential for marker-assisted selection (MAS) in maize breeding. However, the SNP markers with high density and high polymorphism are lacking, especially kompetitive allele specific PCR (KASP) SNP markers that can be used for automatic genotyping. To date, a large volume of sequencing data has been produced by the next generation sequencing technology, which provides a good pool of SNP loci for development of SNP markers. In this study, we carried out a multi-step screening method to identify kompetitive allele specific PCR (KASP) SNP markers based on the RNA-Seq data sets of 368 maize inbred lines. RESULTS A total of 2,948,985 SNPs were identified in the high-throughput RNA-Seq data sets with the average density of 1.4 SNP/kb. Of these, 71,311 KASP SNP markers (the average density of 34 KASP SNP/Mb) were developed based on the strict criteria: unique genomic region, bi-allelic, polymorphism information content (PIC) value ≥0.4, and conserved primer sequences, and were mapped on 16,161 genes. These 16,161 genes were annotated to 52 gene ontology (GO) terms, including most of primary and secondary metabolic pathways. Subsequently, the 50 KASP SNP markers with the PIC values ranging from 0.14 to 0.5 in 368 RNA-Seq data sets and with polymorphism between the maize inbred lines 1212 and B73 in in silico analysis were selected to experimentally validate the accuracy and polymorphism of SNPs, resulted in 46 SNPs (92.00%) showed polymorphism between the maize inbred lines 1212 and B73. Moreover, these 46 polymorphic SNPs were utilized to genotype the other 20 maize inbred lines, with all 46 SNPs showing polymorphism in the 20 maize inbred lines, and the PIC value of each SNP was 0.11 to 0.50 with an average of 0.35. The results suggested that the KASP SNP markers developed in this study were accurate and polymorphic. CONCLUSIONS These high-density polymorphic KASP SNP markers will be a valuable resource for map-based cloning of QTL/genes and marker-assisted selection in maize. Furthermore, the method used to develop SNP markers in maize can also be applied in other species.
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Affiliation(s)
- Zhengjie Chen
- Maize Research Institute, Sichuan Agricultural University, 211 Huiming Road, Wenjiang District, Chengdu City, 611000 Sichuan China
- Industrial Crop Research Institute, Sichuan Academy of Agricultural Science, No.159 Huajin Avanue, Qingbaijiang District, Chengdu City, 610300 Sichuan China
| | - Dengguo Tang
- Maize Research Institute, Sichuan Agricultural University, 211 Huiming Road, Wenjiang District, Chengdu City, 611000 Sichuan China
| | - Jixing Ni
- Maize Research Institute, Sichuan Agricultural University, 211 Huiming Road, Wenjiang District, Chengdu City, 611000 Sichuan China
| | - Peng Li
- Maize Research Institute, Sichuan Agricultural University, 211 Huiming Road, Wenjiang District, Chengdu City, 611000 Sichuan China
| | - Le Wang
- Maize Research Institute, Sichuan Agricultural University, 211 Huiming Road, Wenjiang District, Chengdu City, 611000 Sichuan China
| | - Jinhong Zhou
- Maize Research Institute, Sichuan Agricultural University, 211 Huiming Road, Wenjiang District, Chengdu City, 611000 Sichuan China
| | - Chenyang Li
- Maize Research Institute, Sichuan Agricultural University, 211 Huiming Road, Wenjiang District, Chengdu City, 611000 Sichuan China
| | - Hai Lan
- Maize Research Institute, Sichuan Agricultural University, 211 Huiming Road, Wenjiang District, Chengdu City, 611000 Sichuan China
| | - Lujiang Li
- Maize Research Institute, Sichuan Agricultural University, 211 Huiming Road, Wenjiang District, Chengdu City, 611000 Sichuan China
| | - Jian Liu
- Maize Research Institute, Sichuan Agricultural University, 211 Huiming Road, Wenjiang District, Chengdu City, 611000 Sichuan China
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Osei MK, Danquah E, Danquah A, Blay E, Adu-Dapaah H. Hybridity testing of tomato F1 progenies derived from parents with varying fruit quality and shelf life using single nucleotide polymorphism (SNPs). SCIENTIFIC AFRICAN 2020. [DOI: 10.1016/j.sciaf.2020.e00267] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022] Open
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Novel bioassay to assess antibiotic effects of fungal endophytes on aphids. PLoS One 2020; 15:e0228813. [PMID: 32040957 PMCID: PMC7010463 DOI: 10.1371/journal.pone.0228813] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Accepted: 01/23/2020] [Indexed: 11/19/2022] Open
Abstract
Perennial ryegrass is an important feed base for the dairy and livestock industries around the world. It is often infected with mutualistic fungal endophytes that confer protection to the plant against biotic and abiotic stresses. Bioassays that test their antibiotic effect on invertebrates are varied and range from excised leaves to whole plants. The aim of this study was to design and validate a "high-throughput" in-planta bioassay using 7-day-old seedlings confined in small cups, allowing for rapid assessments of aphid life history to be made while maintaining high replication and treatment numbers. Antibiosis was evaluated on the foliar and the root aphid species; Diuraphis noxia (Mordvilko) and Aploneura lentisci (Passerini) feeding on a range of perennial ryegrass-Epichloë festucae var. Lolii endophyte symbiota. As expected, both D. noxia and A. lentisci reared on endophyte-infected plants showed negatively affected life history traits by comparison to non-infected plants. Both species exhibited the highest mortality at the nymphal stage with an average total mortality across all endophyte treatments of 91% and 89% for D. noxia and A. lentisci respectively. Fecundity decreased significantly on all endophyte treatments with an average total reduction of 18% and 16% for D. noxia and A. lentisci respectively by comparison to non-infected plants. Overall, the bioassay proved to be a rapid method of evaluating the insecticidal activity of perennial ryegrass-endophyte symbiota on aphids (nymph mortality could be assessed in as little as 24 and 48 hours for D. noxia and A. lentisci respectively). This rapid and simple approach can be used to benchmark novel grass-endophyte symbiota on a range of aphid species that feed on leaves of plants, however we would caution that it may not be suitable for the assessment of root-feeding aphids, as this species exhibited relatively high mortality on the control as well.
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Xing X, Bai Y, Sun K, Yan M. Single nucleotide polymorphisms associated with postoperative inadequate analgesia after single-port VATS in Chinese population. BMC Anesthesiol 2020; 20:38. [PMID: 32024468 PMCID: PMC7003404 DOI: 10.1186/s12871-020-0949-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2019] [Accepted: 01/21/2020] [Indexed: 11/18/2022] Open
Abstract
Background Postoperative inadequate analgesia following video-assisted thoracoscopic surgery (VATS) is a common and significant clinical problem. While genetic polymorphisms may play role in the variability of postoperative analgesia effect, few studies have evaluated the associations between genetic mutations and inadequate analgesia after single-port VATS. Methods Twenty-eight single nucleotide polymorphisms (SNPs) among 18 selected genes involved in pain perception and modulation were genotyped in 198 Chinese patients undergoing single-port VATS. The primary outcome was the occurrence of inadequate analgesia in the first night and morning after surgery which was defined by a comprehensive postoperative evaluation. Multivariable logistic regression analyses were used to identify the association between genetic variations and postoperative inadequate analgesia. Results The prevalence of postoperative inadequate analgesia was 45.5% in the present study. After controlling for age and education level, association with inadequate analgesia was observed in four SNPs among three genes encoding voltage-gated sodium channels. Patients with the minor allele of rs33985936 (SCN11A), rs6795970 (SCN10A), and 3312G > T (SCN9A) have an increased risk of suffering from inadequate analgesia. While the patients carrying the minor allele of rs11709492 (SCN11A) have lower risk experiencing inadequate analgesia. Conclusions We identified that SNPs in SCN9A, SCN10A, and SCN11A play a role in the postoperative inadequate analgesia after single-port VATS. Although future larger and long-term follow up studies are warranted to confirm our findings, the results of the current study may be utilized as predictors for forecasting postoperative analgesic effect for patients receiving this type of surgery. Trial registration This study was retrospectively registered in the ClinicalTrials.gov Registry (NCT03916120) on April 16, 2019.
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Affiliation(s)
- Xiufang Xing
- Department of Anesthesiology and Pain Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, No.88 Jiefang Road, Hangzhou, 310009, China
| | - Yongyu Bai
- Department of Anesthesiology and Pain Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, No.88 Jiefang Road, Hangzhou, 310009, China
| | - Kai Sun
- Department of Anesthesiology and Pain Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, No.88 Jiefang Road, Hangzhou, 310009, China
| | - Min Yan
- Department of Anesthesiology and Pain Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, No.88 Jiefang Road, Hangzhou, 310009, China.
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Khanal C, Kularathna MT, Ray JD, Stetina SR, McGawley EC, Overstreet C. Single Nucleotide Polymorphism Analysis Using KASP Assay Reveals Genetic Variability in Rotylenchulus reniformis. PLANT DISEASE 2019; 103:1835-1842. [PMID: 31194618 DOI: 10.1094/pdis-11-18-1975-re] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
This study employed single nucleotide polymorphisms (SNPs) to determine the genetic variability present in 26 isolates of Rotylenchulus reniformis from Louisiana, Mississippi, Arkansas, South Carolina, Georgia, Hawaii, and Alabama. Genomic DNA from reniform nematode was extracted and increased quantitatively using the process of whole genome amplification. More than 162 putative SNPs were identified, 31 of which were tested using a KASP kompetitive allele-specific PCR genotyping assay. Of the SNPs tested, 13, 17, and 19 SNPs revealed genetic variability within reniform nematode isolates from Louisiana, Mississippi, and Arkansas, respectively. Seven SNPs elucidated genetic differences among isolates of reniform nematode from Louisiana, Mississippi, and Arkansas. Eight SNPs determined genetic variability among individual isolates from South Carolina, Georgia, Hawaii, and Alabama. This study is the first to report genetic variability in geographic isolates of reniform nematode employing a SNP assay. This study also demonstrated that SNP markers can be used to evaluate isolates of R. reniformis and could be useful to assess their genetic diversity, origin, and distribution. Such information would be extremely useful in resistance breeding programs.
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Affiliation(s)
- Churamani Khanal
- 1Department of Plant Pathology and Crop Physiology, Louisiana State University AgCenter, Baton Rouge, LA 70803, U.S.A
| | - Manjula T Kularathna
- 2Department of Pest-management and Conservation, Lincoln University, Lincoln 7647, Christchurch, New Zealand
| | - Jeffery D Ray
- 3Crop Genetics Research Unit, U.S. Department of Agriculture, Agricultural Research Service, Stoneville, MS 38776, U.S.A
| | - Salliana R Stetina
- 3Crop Genetics Research Unit, U.S. Department of Agriculture, Agricultural Research Service, Stoneville, MS 38776, U.S.A
| | - Edward C McGawley
- 1Department of Plant Pathology and Crop Physiology, Louisiana State University AgCenter, Baton Rouge, LA 70803, U.S.A
| | - Charles Overstreet
- 1Department of Plant Pathology and Crop Physiology, Louisiana State University AgCenter, Baton Rouge, LA 70803, U.S.A
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11
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She H, Qian W, Zhang H, Liu Z, Wang X, Wu J, Feng C, Correll JC, Xu Z. Fine mapping and candidate gene screening of the downy mildew resistance gene RPF1 in Spinach. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2018; 131:2529-2541. [PMID: 30244393 DOI: 10.1007/s00122-018-3169-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2018] [Accepted: 08/17/2018] [Indexed: 05/25/2023]
Abstract
A SLAF-BSA approach was used to locate the RPF1 locus. The three most likely candidate genes were identified which provide a basic for cloning the resistance gene at the RPF1 locus. Spinach downy mildew is a globally devastating oomycete disease. The use of downy mildew resistance genes constitutes the most effective approach for disease management. Hence, the objective of the present study was to fine map the first-reported resistance locus RPF1. The resistance allele at this resistance locus was effective against races 1-7, 9, 11, 13, and 15 of Peronospora farinosa f. sp. spinaciae (P. effusa). The approach fine mapped RPF1 using specific-locus amplified fragment sequencing (SLAF-Seq) technology combined with bulked segregant analysis. A 1.72 Mb region localized on chromosome 3 was found to contain RPF1 based on association analysis. After screening recombinants with the SLAF markers within the region, the region was narrowed down to 0.89 Mb. Within this region, 14 R genes were identified based on the annotation information. To identify the genes involved in resistance, resequencing of two resistant inbred lines (12S2 and 12S3) and three susceptible inbred lines (12S1, 12S4, and 10S2) was performed. The three most likely candidate genes were identified via amino acid sequence analysis and conserved domain analysis between resistant and susceptible inbred lines. These included Spo12729, encoding a receptor-like protein, and Spo12784 and Spo12903, encoding a nucleotide-binding site and leucine-rich repeat domains. Additionally, based on the sequence variation in the three genes between the resistant and susceptible lines, molecular markers were developed for marker-assisted selection. The results could be valuable in cloning the RPF1 alleles and improving our understanding of the interaction between the host and pathogen.
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Affiliation(s)
- Hongbing She
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Wei Qian
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Helong Zhang
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Zhiyuan Liu
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Xiaowu Wang
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Jian Wu
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Chunda Feng
- University of Arkansas, Fayetteville, AR, USA
| | | | - Zhaosheng Xu
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, China.
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12
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Ilie DE, Kusza S, Sauer M, Gavojdian D. Genetic characterization of indigenous goat breeds in Romania and Hungary with a special focus on genetic resistance to mastitis and gastrointestinal parasitism based on 40 SNPs. PLoS One 2018; 13:e0197051. [PMID: 29742137 PMCID: PMC5942826 DOI: 10.1371/journal.pone.0197051] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2017] [Accepted: 04/25/2018] [Indexed: 11/18/2022] Open
Abstract
Goat breeding has become an important sector in Eastern Europe, with Romania and Hungary being among the major producer countries. Given the limited number of research done up-to-date concerning genetic studies of indigenous goat breeds reared in Romania and Hungary, the current preliminary study aimed to analyze the variability of genes related to mastitis and gastrointestinal parasitism by using Kompetitive Allele Specific PCR (KASP™). We studied 52 single nucleotide polymorphisms (SNPs) belonging to 19 genes in indigenous breeds from both countries, namely Banat's White (n = 36), Carpatina (n = 35) from Romania and Hungarian Milking (n = 79) and identified 16 polymorphic SNPs among 10 genes (PTX3, IL6, CLEC4E, IL8, IL1RN, IL15RA, TNFSF13, SOCS3, TNF and TLR3) in 150 animals. Furthermore, the diversity of the studied breeds was investigated. The PIC values ranged from 0.042 to 0.691. The mean values of observed and expected heterozygosity were 0.235 and 0.246 respectively. The highest observed heterozygosity was obtained for IL15RA g.10343904C>T in Banat's White (0.464), IL15RA g.10354813C>T in Carpatina (0.577) and SOCS3 g.52626440T>G in Hungarian Milking (0.588). Pairwise FST values between the Romanian breeds and Romanian and Hungarian breeds were small (0.009 and 0.015), indicating the close relationship among the studied goat populations. From all the polymorphic SNPs identified, the Hungarian Milking breed showed the highest proportion of polymorphisms (100%), whereas the Carpatina breed had the lowest percentage (87.5%). The highest value of MAF was obtained for SOCS3 g.52626440T>G (0.46), IL15RA g.10343904C>T (0.47), IL15RA g.10344025C>T (0.45), and IL15RA g.10354813C>T (0.42). The 16 polymorphic SNPs identified in a panel of 150 unrelated individuals belonging to three Romanian and Hungarian indigenous goat breeds could be used in future genomic based breeding schemes as markers for genetic resistance to mastitis and gastrointestinal parasitism in goat breeds found in Eastern and Central Europe.
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Affiliation(s)
- Daniela Elena Ilie
- Department of Research, Research and Development Station for Sheep and Goats Caransebes, Academy for Agricultural and Forestry Sciences, Caransebes, Romania
- Department of Research, Research and Development Station for Bovine Arad, Academy for Agricultural and Forestry Sciences, Arad, Romania
- * E-mail:
| | - Szilvia Kusza
- Department of Research, Research and Development Station for Sheep and Goats Caransebes, Academy for Agricultural and Forestry Sciences, Caransebes, Romania
- Animal Genetics Laboratory, Institute of Animal Science, Biotechnology and Nature Conservation, University of Debrecen, Debrecen, Hungary
| | - Maria Sauer
- Department of Research, Research and Development Station for Sheep and Goats Caransebes, Academy for Agricultural and Forestry Sciences, Caransebes, Romania
| | - Dinu Gavojdian
- Department of Research, Research and Development Station for Sheep and Goats Caransebes, Academy for Agricultural and Forestry Sciences, Caransebes, Romania
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Jatayev S, Kurishbayev A, Zotova L, Khasanova G, Serikbay D, Zhubatkanov A, Botayeva M, Zhumalin A, Turbekova A, Soole K, Langridge P, Shavrukov Y. Advantages of Amplifluor-like SNP markers over KASP in plant genotyping. BMC PLANT BIOLOGY 2017; 17:254. [PMID: 29297326 PMCID: PMC5751575 DOI: 10.1186/s12870-017-1197-x] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
BACKGROUND KASP (KBioscience Competitive Allele Specific PCR) and Amplifluor (Amplification with fluorescence) SNP markers are two prominent technologies based upon a shared identical Allele-specific PCR platform. METHODS Amplifluor-like SNP and KASP analysis was carried out using published and own design of Universal probes (UPs) and Gene-specific primers (GSPs). RESULTS Advantages of the Amplifluor-like system over KASP include the significantly lower costs and much greater flexibility in the adjustment and development of 'self-designed' dual fluorescently-labelled UPs and regular GSPs. The presented results include optimisation of 'tail' length in UPs and GSPs, protocol adjustment, and the use of various fluorophores in different qPCR instruments. The compatibility of the KASP Master-mix in both original and Amplifluor-like systems has been demonstrated in the presented results, proving their similar principles. Results of SNP scoring with rare alleles in addition to more frequently occurring alleles are shown. CONCLUSIONS The Amplifluor-like system produces SNP genotyping results with a level of sensitivity and accuracy comparable to KASP but at a significantly cheaper cost and with much greater flexibility for UPs with self-designed GSPs.
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Affiliation(s)
- Satyvaldy Jatayev
- Faculty of Agronomy, S. Seifullin Kazakh AgroTechnical University, Astana, Kazakhstan
| | - Akhylbek Kurishbayev
- Faculty of Agronomy, S. Seifullin Kazakh AgroTechnical University, Astana, Kazakhstan
| | - Lyudmila Zotova
- Faculty of Agronomy, S. Seifullin Kazakh AgroTechnical University, Astana, Kazakhstan
| | - Gulmira Khasanova
- Faculty of Agronomy, S. Seifullin Kazakh AgroTechnical University, Astana, Kazakhstan
| | - Dauren Serikbay
- Faculty of Agronomy, S. Seifullin Kazakh AgroTechnical University, Astana, Kazakhstan
| | - Askar Zhubatkanov
- Faculty of Agronomy, S. Seifullin Kazakh AgroTechnical University, Astana, Kazakhstan
| | - Makpal Botayeva
- Faculty of Agronomy, S. Seifullin Kazakh AgroTechnical University, Astana, Kazakhstan
| | - Aibek Zhumalin
- Faculty of Agronomy, S. Seifullin Kazakh AgroTechnical University, Astana, Kazakhstan
| | - Arysgul Turbekova
- Faculty of Agronomy, S. Seifullin Kazakh AgroTechnical University, Astana, Kazakhstan
| | - Kathleen Soole
- School of Biological Sciences, Flinders University, Bedford Park, SA Australia
| | - Peter Langridge
- School of Agriculture, Food and Wine, University of Adelaide, Urrbrae, SA Australia
| | - Yuri Shavrukov
- School of Biological Sciences, Flinders University, Bedford Park, SA Australia
- School of Agriculture, Food and Wine, University of Adelaide, Urrbrae, SA Australia
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Hao X, Yang T, Liu R, Hu J, Yao Y, Burlyaeva M, Wang Y, Ren G, Zhang H, Wang D, Chang J, Zong X. An RNA Sequencing Transcriptome Analysis of Grasspea ( Lathyrus sativus L.) and Development of SSR and KASP Markers. FRONTIERS IN PLANT SCIENCE 2017; 8:1873. [PMID: 29163598 PMCID: PMC5671653 DOI: 10.3389/fpls.2017.01873] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/13/2017] [Accepted: 10/13/2017] [Indexed: 05/28/2023]
Abstract
Grasspea (Lathyrus sativus L., 2n = 14) has great agronomic potential because of its ability to survive under extreme conditions, such as drought and flood. However, this legume is less investigated because of its sparse genomic resources and very slow breeding process. In this study, 570 million quality-filtered and trimmed cDNA sequence reads with total length of over 82 billion bp were obtained using the Illumina NextSeqTM 500 platform. Approximately two million contigs and 142,053 transcripts were assembled from our RNA-Seq data, which resulted in 27,431 unigenes with an average length of 1,250 bp and maximum length of 48,515 bp. The unigenes were of high-quality. For example, the stay-green (SGR) gene of grasspea was aligned with the SGR gene of pea with high similarity. Among these unigenes, 3,204 EST-SSR primers were designed, 284 of which were randomly chosen for validation. Of these validated unigenes, 87 (30.6%) EST-SSR primers produced polymorphic amplicons among 43 grasspea accessions selected from different geographical locations. Meanwhile, 146,406 SNPs were screened and 50 SNP loci were randomly chosen for the kompetitive allele-specific PCR (KASP) validation. Over 80% (42) SNP loci were successfully transformed to KASP markers. Comparison of the dendrograms according to the SSR and KASP markers showed that the different marker systems are partially consistent with the dendrogram constructed in our study.
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Affiliation(s)
- Xiaopeng Hao
- Key Laboratory of Crop Gene Resources and Germplasm Enhancement on Loess Plateau, Ministry of Agriculture, Shanxi Key Laboratory of Genetic Resources and Genetic Improvement of Minor Crops, Institute of Crop Germplasm Resources, Shanxi Academy of Agricultural Sciences, Taiyuan, China
| | - Tao Yang
- National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Rong Liu
- National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Jinguo Hu
- USDA-ARS Western Regional Plant Introduction Station, Pullman, WA, United States
| | - Yang Yao
- National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Marina Burlyaeva
- Department of Leguminous Crops Genetic Resources, N.I.Vavilov All-Russian Institute of Plant Genetic Resources, St. Petersburg, Russia
| | - Yan Wang
- Key Laboratory of Crop Gene Resources and Germplasm Enhancement on Loess Plateau, Ministry of Agriculture, Shanxi Key Laboratory of Genetic Resources and Genetic Improvement of Minor Crops, Institute of Crop Germplasm Resources, Shanxi Academy of Agricultural Sciences, Taiyuan, China
| | - Guixing Ren
- National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Hongyan Zhang
- National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Dong Wang
- National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Jianwu Chang
- Key Laboratory of Crop Gene Resources and Germplasm Enhancement on Loess Plateau, Ministry of Agriculture, Shanxi Key Laboratory of Genetic Resources and Genetic Improvement of Minor Crops, Institute of Crop Germplasm Resources, Shanxi Academy of Agricultural Sciences, Taiyuan, China
| | - Xuxiao Zong
- National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China
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15
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Bishop JW, Kim S, Villamil MB, Lee DK, Rayburn AL. Meiotic pairing as an indicator of genome composition in polyploid prairie cordgrass (Spartina pectinata Link). Genetica 2017; 145:235-240. [PMID: 28243829 DOI: 10.1007/s10709-017-9955-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2016] [Accepted: 01/31/2017] [Indexed: 11/27/2022]
Abstract
The existence of neopolyploidy in prairie cordgrass (Spartina pectinata Link) has been documented. The neohexaploid was discovered coexisting with tetraploids in central Illinois, and has been reported to exhibit competitiveness in the natural environment. It is hypothesized that the natural tetraploid cytotype produced the hexaploid cytotype via production of unreduced gametes. Meiosis I chromosome pairing was observed in tetraploid (2n = 4x = 40), hexaploid (2n = 6x = 60), and octoploid (2n = 8x = 80) accessions and the percentage of meiotic abnormality was determined. Significant differences in meiotic abnormality exist between tetraploid, hexaploid, and octoploid cytotypes. An elevated incidence of abnormal, predominantly trivalent pairing in the neohexaploid suggests that it may possess homologous chromosomes in sets of three, in contrast to the tetraploid and octoploid cytotypes, which likely possess homologous chromosomes in sets of two. Abnormal chromosome pairing in the hexaploid may result in unequal allocation of chromosomes to daughter cells during later stages of meiosis. Chromosome pairing patterns in tetraploid, hexaploid, and octoploid cytotypes indicate genome compositions of AABB, AAABBB, and AABBA'A'B'B', respectively.
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Affiliation(s)
- Jeffrey W Bishop
- Department of Crop Sciences, University of Illinois, 1102 S. Goodwin Ave, Urbana, IL, 61801, USA
| | - Sumin Kim
- Department of Crop Sciences, University of Illinois, 1102 S. Goodwin Ave, Urbana, IL, 61801, USA
| | - María B Villamil
- Department of Crop Sciences, University of Illinois, 1102 S. Goodwin Ave, Urbana, IL, 61801, USA
| | - D K Lee
- Department of Crop Sciences, University of Illinois, 1102 S. Goodwin Ave, Urbana, IL, 61801, USA
| | - A Lane Rayburn
- Department of Crop Sciences, University of Illinois, 1102 S. Goodwin Ave, Urbana, IL, 61801, USA.
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Gimode D, Odeny DA, de Villiers EP, Wanyonyi S, Dida MM, Mneney EE, Muchugi A, Machuka J, de Villiers SM. Identification of SNP and SSR Markers in Finger Millet Using Next Generation Sequencing Technologies. PLoS One 2016; 11:e0159437. [PMID: 27454301 PMCID: PMC4959724 DOI: 10.1371/journal.pone.0159437] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2016] [Accepted: 07/01/2016] [Indexed: 01/18/2023] Open
Abstract
Finger millet is an important cereal crop in eastern Africa and southern India with excellent grain storage quality and unique ability to thrive in extreme environmental conditions. Since negligible attention has been paid to improving this crop to date, the current study used Next Generation Sequencing (NGS) technologies to develop both Simple Sequence Repeat (SSR) and Single Nucleotide Polymorphism (SNP) markers. Genomic DNA from cultivated finger millet genotypes KNE755 and KNE796 was sequenced using both Roche 454 and Illumina technologies. Non-organelle sequencing reads were assembled into 207 Mbp representing approximately 13% of the finger millet genome. We identified 10,327 SSRs and 23,285 non-homeologous SNPs and tested 101 of each for polymorphism across a diverse set of wild and cultivated finger millet germplasm. For the 49 polymorphic SSRs, the mean polymorphism information content (PIC) was 0.42, ranging from 0.16 to 0.77. We also validated 92 SNP markers, 80 of which were polymorphic with a mean PIC of 0.29 across 30 wild and 59 cultivated accessions. Seventy-six of the 80 SNPs were polymorphic across 30 wild germplasm with a mean PIC of 0.30 while only 22 of the SNP markers showed polymorphism among the 59 cultivated accessions with an average PIC value of 0.15. Genetic diversity analysis using the polymorphic SNP markers revealed two major clusters; one of wild and another of cultivated accessions. Detailed STRUCTURE analysis confirmed this grouping pattern and further revealed 2 sub-populations within wild E. coracana subsp. africana. Both STRUCTURE and genetic diversity analysis assisted with the correct identification of the new germplasm collections. These polymorphic SSR and SNP markers are a significant addition to the existing 82 published SSRs, especially with regard to the previously reported low polymorphism levels in finger millet. Our results also reveal an unexploited finger millet genetic resource that can be included in the regional breeding programs in order to efficiently optimize productivity.
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Affiliation(s)
- Davis Gimode
- Kenyatta University, P.O. Box 43844–00100, Nairobi, Kenya
| | | | | | | | | | - Emmarold E. Mneney
- Mikocheni Agricultural Research Institute, P.O. Box 6226, Dar-Es-Salaam, Tanzania
| | - Alice Muchugi
- Kenyatta University, P.O. Box 43844–00100, Nairobi, Kenya
- ICRAF-Nairobi, P.O Box 30677, Nairobi, Kenya
| | - Jesse Machuka
- Kenyatta University, P.O. Box 43844–00100, Nairobi, Kenya
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