Two decades of association mapping: Insights on disease resistance in major crops

Article


Gangurde, Sunil S., Xavier, Alencar, Naik, Yogesh Dashrath, Jha, Uday Chand, Rangari, Sagar Krushnaji, Kumar, Raj, Reddy, M. S. Sai, Channale, Sonal, Elango, Dinakaran, Mir, Reyazul Rouf, Zwart, Rebecca, Laxuman, C., Sudini, Hari Kishan, Pandey, Manish K., Punnuri, Somashekhar, Mendu, Venugopal, Reddy, Umesh K., Guo, Baozhu, Gangarao, N. V. P. R., ..., Thudi, Mahendar. 2022. "Two decades of association mapping: Insights on disease resistance in major crops." Frontiers in Plant Science. 13. https://doi.org/10.3389/fpls.2022.1064059
Article Title

Two decades of association mapping: Insights on disease resistance in major crops

ERA Journal ID200524
Article CategoryArticle
AuthorsGangurde, Sunil S., Xavier, Alencar, Naik, Yogesh Dashrath, Jha, Uday Chand, Rangari, Sagar Krushnaji, Kumar, Raj, Reddy, M. S. Sai, Channale, Sonal, Elango, Dinakaran, Mir, Reyazul Rouf, Zwart, Rebecca, Laxuman, C., Sudini, Hari Kishan, Pandey, Manish K., Punnuri, Somashekhar, Mendu, Venugopal, Reddy, Umesh K., Guo, Baozhu, Gangarao, N. V. P. R., Sharma, Vinay K., Wang, Xingjun, Zhao, Chuanzhi and Thudi, Mahendar
Journal TitleFrontiers in Plant Science
Journal Citation13
Article Number1064059
Number of Pages22
Year2022
PublisherFrontiers Media SA
Place of PublicationSwitzerland
ISSN1664-462X
Digital Object Identifier (DOI)https://doi.org/10.3389/fpls.2022.1064059
Web Address (URL)https://www.frontiersin.org/articles/10.3389/fpls.2022.1064059/full
Abstract

Climate change across the globe has an impact on the occurrence, prevalence, and severity of plant diseases. About 30% of yield losses in major crops are due to plant diseases; emerging diseases are likely to worsen the sustainable production in the coming years. Plant diseases have led to increased hunger and mass migration of human populations in the past, thus a serious threat to global food security. Equipping the modern varieties/hybrids with enhanced genetic resistance is the most economic, sustainable and environmentally friendly solution. Plant geneticists have done tremendous work in identifying stable resistance in primary genepools and many times other than primary genepools to breed resistant varieties in different major crops. Over the last two decades, the availability of crop and pathogen genomes due to advances in next generation sequencing technologies improved our understanding of trait genetics using different approaches. Genome-wide association studies have been effectively used to identify candidate genes and map loci associated with different diseases in crop plants. In this review, we highlight successful examples for the discovery of resistance genes to many important diseases. In addition, major developments in association studies, statistical models and bioinformatic tools that improve the power, resolution and the efficiency of identifying marker-trait associations. Overall this review provides comprehensive insights into the two decades of advances in GWAS studies and discusses the challenges and opportunities this research area provides for breeding resistant varieties.

Keywordsplant diseases; haplotypes; pangenomes; multiparent populations; k-mers; genome wide association studies
ANZSRC Field of Research 2020300409. Crop and pasture protection (incl. pests, diseases and weeds)
Byline AffiliationsAgriculture Research Service, United States
University of Georgia, United States
Purdue University, United States
Dr. Rajendra Prasad Central Agricultural University, India
Indian Institute of Pulses Research, India
Centre for Crop Health
Iowa State University, United States
Sher-e-Kashmir University of Agricultural Sciences and Technology (SKUAST), India
University of Agricultural Sciences Raichur, India
International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), India
Dr. Fort Valley State University, United States
University of Montana, United States
West Virginia University, United States
International Maize and Wheat Improvement Center, Kenya
Shandong Academy of Agricultural Sciences, China
Permalink -

https://research.usq.edu.au/item/z01z8/two-decades-of-association-mapping-insights-on-disease-resistance-in-major-crops

Download files


Published Version
fpls-13-1064059.pdf
License: CC BY 4.0
File access level: Anyone

  • 34
    total views
  • 21
    total downloads
  • 3
    views this month
  • 0
    downloads this month

Export as

Related outputs

Genome-wide association mapping reveals novel genes and genomic regions controlling root-lesion nematode resistance in chickpea mini core collection
Kumar, Ashish, Naik, Yogesh Dashrath, Gautam, Vedant, Patil, Sunanda, Valluri, Vinod, Channale, Sonal, Bhatt, Jayant, Sharma, Stuti, Ramakrishnan, R. S., Sharma, Radheshyam, Kudapa, Himabindu, Zwart, Rebecca S., Punnuri, Somashekhar M., Varshney, Rajeev K. and Thudi, Mahendar. 2024. "Genome-wide association mapping reveals novel genes and genomic regions controlling root-lesion nematode resistance in chickpea mini core collection." The Plant Genome. https://doi.org/10.1002/tpg2.20508
Invasive sorghum aphid: A decade of research on deciphering plant resistance mechanisms and novel approaches in breeding for sorghum resistance to aphids
Thudi, Mahendar, Reddy, M. S. Sai, Naik, Yogesh Dashrath Naik, Cheruku, Varun Kumar Reddy, Sangireddy, Manoj Kumar Reddy, Cuevas, Hugo E., Knoll, Joseph E., Louis, Joe, Kousik, Chandrasekar S., Toews, Michael D., Ni, Xinzhi and Punnuri, Somashekhar M.. 2024. "Invasive sorghum aphid: A decade of research on deciphering plant resistance mechanisms and novel approaches in breeding for sorghum resistance to aphids." Crop Science: a journal serving the international community of crop scientists. 64 (5), pp. 2436-2458. https://doi.org/10.1002/csc2.21301
Development and evaluation of Fusarium wilt-resistant and high-yielding chickpea advanced breeding line, KCD 11
Laxuman, C., Naik, Yogesh Dashrath, Desai, B. K., Kenganal, Mallikarjun, Patil, Bharat, Reddy, B. S., Patil, D. H., Chakurte, Sidramappa, Kuchanur, P. H., Kumar K, Shiva, Gaddi, Ashok Kumar, Yogesh, L. N., Nidagundi, Jayaprakash, Dodamani, B. M., Sunkad, Gururaj, Thudi, Mahendar and Varshney, Rajeev K.. 2024. "Development and evaluation of Fusarium wilt-resistant and high-yielding chickpea advanced breeding line, KCD 11." The Plant Genome. 17 (2). https://doi.org/10.1002/tpg2.20460
Meta-QTL analysis reveals the important genomics regions for biotic stresses, nutritional quality and yield related traits in pearl millet
Gupta, Shreshth, Rangari, Sagar Krushnaji, Sahu, Aakash, Naik, Yogesh Dashrath, Satayavathi, C. Tara, Punnuri, Somashekhar and Thudi, Mahendar. 2024. "Meta-QTL analysis reveals the important genomics regions for biotic stresses, nutritional quality and yield related traits in pearl millet." CABI Agriculture and Bioscience. 5 (1). https://doi.org/10.1186/s43170-024-00230-5
Phenotypic profiling of lentil (Lens culinaris Medikus) accessions enabled identification of promising lines for use in breeding for high yield, early flowering and desirable traits
Naik, Yogesh Dashrath, Sharma, Vinay Kumar, Ask, Muraleedhar Sidaram, Rangari, Sagar Krushnaji, Kumar, Raj, Dikshit, Harsh Kumar, Sangita, Sahani, Kant, Ravi, Mishra, Gyan, Mir, Reyazul Rouf, Kudapa, Himabindu, Elango, Dinakaran, Zwart, Rebecca S., Varshney, Rajeev Kumar and Thudi, Mahendar. 2024. "Phenotypic profiling of lentil (Lens culinaris Medikus) accessions enabled identification of promising lines for use in breeding for high yield, early flowering and desirable traits ." Plant Genetic Resources: Characterization and Utilization. 22 (2), pp. 69-77. https://doi.org/10.1017/S1479262124000042
Meta-QTL analysis enabled identification of candidate genes and haplotypes for enhancing biotic stress resistance in chickpea
Isha, Ishita, Singh, Sarvjeet, Jha, Uday, Laxuman, C., Kudapa, Himabindu, Varshney, Rajeev K. V and Thudi, Mahendar. 2024. "Meta-QTL analysis enabled identification of candidate genes and haplotypes for enhancing biotic stress resistance in chickpea." Journal of Plant Biochemistry and Biotechnology. https://doi.org/10.1007/s13562-024-00873-5
Nematode problems in pulse crops and their sustainable management
Briar, Shabeg S., Khan, Mujeebur Rahman and Zwart, Rebecca. 2023. "Nematode problems in pulse crops and their sustainable management." Khan, Mujeebur Rahman and Quintanilla, Marisol (ed.) Nematode Diseases of Crops and their Sustainable Management. India. Elsevier. pp. 183-204
Major viral diseases in grain legumes: designing disease resistant legumes from plant breeding and OMICS integration
Jha, Uday Chand, Nayyar, Harsh, Chattopadhyay, Anirudha, Beena, Radha, Lone, Ajaz A., Naik, Yogesh Dashrath, Thudi, Mahendar, Prasad, Pagadala Venkata Vara, Gupta, Sanjeev, Dixit, Girish Prasad and Siddique, Kadambot H. M.. 2023. "Major viral diseases in grain legumes: designing disease resistant legumes from plant breeding and OMICS integration." Frontiers in Plant Science. 14. https://doi.org/10.3389/fpls.2023.1183505
Multi-locus genome-wide association study of chickpea reference set identifies genetic determinants of Pratylenchus thornei resistance
Channale, Sonal, Thompson, John P., Varshney, Rajeev K., Thudi, Mahendar and Zwart, Rebecca S.. 2023. "Multi-locus genome-wide association study of chickpea reference set identifies genetic determinants of Pratylenchus thornei resistance." Frontiers in Plant Science. 14. https://doi.org/10.3389/fpls.2023.1139574
Resistance to root-lesion nematode Pratylenchus neglectus identified in a new collection of two wild chickpea species (Cicer reticulatum and C. echinospermum) from Turkey
Rostad, Hannah E., Reen, Roslyn A., Mumford, Michael H., Zwart, Rebecca S. and Thompson, John P.. 2022. "Resistance to root-lesion nematode Pratylenchus neglectus identified in a new collection of two wild chickpea species (Cicer reticulatum and C. echinospermum) from Turkey." Plant Pathology. 71 (5), pp. 1205-1219. https://doi.org/10.1111/ppa.13544
The role of nutrients underlying interactions among root‑nodule bacteria (Bradyrhizobium sp.), arbuscular mycorrhizal fungi (Funneliformis mosseae) and root‑lesion nematodes (Pratylenchus thornei) in nitrogen fixation and growth of mung bean (Vigna radiata)
Gough, E. C., Owen, K. J., Zwart, R. S. and Thompson, J. P.. 2022. "The role of nutrients underlying interactions among root‑nodule bacteria (Bradyrhizobium sp.), arbuscular mycorrhizal fungi (Funneliformis mosseae) and root‑lesion nematodes (Pratylenchus thornei) in nitrogen fixation and growth of mung bean (Vigna radiata)." Plant and Soil: international journal on plant-soil relationships. 472 (1-2), pp. 421-449. https://doi.org/10.1007/s11104-021-05254-8
Constitutive and Induced Expression of Total Phenol and Phenol Oxidases in Wheat Genotypes Ranging in Resistance/Susceptibility to the Root-Lesion Nematode Pratylenchus thornei
Rahaman, Md Motiur, Zwart, Rebecca S. and Thompson, John P.. 2020. "Constitutive and Induced Expression of Total Phenol and Phenol Oxidases in Wheat Genotypes Ranging in Resistance/Susceptibility to the Root-Lesion Nematode Pratylenchus thornei." Plants. 9 (4), pp. 1-17. https://doi.org/10.3390/plants9040485
Translational genomics for achieving higher genetic gains in groundnut
Pandey, Manish K., Pandey, Arun K., Kumar, Rakesh, Nwosu, Chogozie Victor, Guo, Baozhu, Wright, Graeme C., Bhat, Ramesh S., Chen, Xiaoping, Bera, Sandip K., Yuan, Mei, Jiang, Huifang, Faye, Issa, Radhakrishnan, Thankappan, Wang, Xingjun, Liang, Xuanquiang, Liao, Boshou, Zhang, Xinyou, Varshney, Rajeev K. and Zhuang, Weijian. 2020. "Translational genomics for achieving higher genetic gains in groundnut." Theoretical and Applied Genetics: international journal of plant breeding research. 133, pp. 1679-1702. https://doi.org/10.1007/s00122-020-03592-2
Genomic resources in plant breeding for sustainable agriculture
Thudi, Mahendar, Palakurthi, Ramesh, Schnable, James C., Chitikineni, Annapurna, Dreisigacker, Susanne, Mace, Emma, Srivastava, Rakesh K., Satyavathi, C. Tara, Odeny, Damaris, Tiwari, Vijay K., Lam, Hon-Ming, Hong, Yan Bin, Singh, Vikas K., Li, Guowei, Xu, Yunbi, Chen, Xiaoping, Kaila, Sanjay, Nguyen, Henry, Sivasankar, Sobhana, ..., Varshney, Rajeev K.. 2021. "Genomic resources in plant breeding for sustainable agriculture." Journal of Plant Physiology. 257, pp. 1-18. https://doi.org/10.1016/j.jplph.2020.153351
Major QTLs and Potential Candidate Genes for Heat Stress Tolerance Identified in Chickpea (Cicer arietinum L.)
Jha, Uday Chand, Nayyar, Harsh, Palakurthi, Ramesh, Jha, Rintu, Valluri, Vinod, Bajaj, Prasad, Chitikineni, Annapurna, Singh, Narendra P., Varshney, Rajeev K. and Thudi, Mahendar. 2021. "Major QTLs and Potential Candidate Genes for Heat Stress Tolerance Identified in Chickpea (Cicer arietinum L.)." Frontiers in Plant Science. 12, pp. 1-16. https://doi.org/10.3389/fpls.2021.655103
MutMap Approach Enables Rapid Identification of Candidate Genes and Development of Markers Associated With Early Flowering and Enhanced Seed Size in Chickpea (Cicer arietinum L.)
Manchikatla, Praveen Kumar, Kalavikatte, Danamma, Mallikarjuna, Bingi Pujari, Palakurthi, Ramesh, Khan, Aamir W., Jha, Uday Chand, Bajaj, Prasad, Singam, Prashant, Chitikineni, Annapurna, Varshney, Rajeev K. and Thudi, Mahandar. 2021. "MutMap Approach Enables Rapid Identification of Candidate Genes and Development of Markers Associated With Early Flowering and Enhanced Seed Size in Chickpea (Cicer arietinum L.)." Frontiers in Plant Science. 12, pp. 1-11. https://doi.org/10.3389/fpls.2021.688694
Legume Pangenome: Status and Scope for Crop Improvement
Jha, Uday Chand, Nayyar, Harsh, von Wettberg, Eric J. B., Naik, Yogesh Dashrath, Thudi, Mahendar and Siddique, Kadambot H. M.. 2022. "Legume Pangenome: Status and Scope for Crop Improvement." Plants. 11 (22). https://doi.org/10.3390/plants11223041
Integrated breeding approaches to enhance the nutritional quality of food legumes
Jha, Rintu, Yadav, Hemant Kumar, Raiya, Rahul, Singh, Rajesh Kumar, Jha, Uday Chand, Sathee, Lekshmy, Singh, Prashant, Thudi, Mahendar, Singh, Anshuman, Chaturvedi, Sushil Kumar and Tripathi, Shailesh. 2022. "Integrated breeding approaches to enhance the nutritional quality of food legumes." Frontiers in Plant Science. 13. https://doi.org/10.3389/fpls.2022.984700
Genome-wide association analysis to delineate high-quality SNPs for seed micronutrient density in chickpea (Cicer arietinum L.)
Fayaz, Humara, Tyagi, Sandhya, Wani, Aijaz A., Pandey, Renu, Akhtar, Sabina, Bhat, Mohd Ashraf, Chitikineni, Annapurna, Varshney, Rajeev Kumar, Thudi, Mahendar, Kumar, Upendra and Mir, Reyazul Rouf. 2022. "Genome-wide association analysis to delineate high-quality SNPs for seed micronutrient density in chickpea (Cicer arietinum L.)." Scientific Reports. 12 (1). https://doi.org/10.1038/s41598-022-14487-1
Genome-wide association mapping of seed oligosaccharides in chickpea
Elango, Dinakaran, Wang, Wanyan, Thudi, Mahender, Sebastiar, Sheelamary, Ramadoss, Bharathi Raja and Varshney, Rajeev K.. 2022. "Genome-wide association mapping of seed oligosaccharides in chickpea." Frontiers in Plant Science. 13. https://doi.org/10.3389/fpls.2022.1024543
Raffinose Family Oligosaccharides: Friend or Foe for Human and Plant Health?
Elango, Dinakaran, Rajendran, Karthika, der Laan, Liza Van, Sebastiar, Sheelamary, Raigne, Joscif, Thaiparambil, Naveen A., Hadda, Noureddine, Raja, Bharath, Wang, Wanyan, Ferela, Antonella, Chiteri, Kevin O., Thudi, Mahendar, Varshney, Rajeev K., Chopra, Surinder, Sing, Arti and Singh, Asheesh K.. 2022. "Raffinose Family Oligosaccharides: Friend or Foe for Human and Plant Health?" Frontiers in Plant Science. 13. https://doi.org/10.3389/fpls.2022.829118
Publisher Correction: Transcriptome analysis reveals key genes associated with root-lesion nematode Pratylenchus thornei resistance in chickpea
Channale Sonal, Kalavikatte, Danamma, Thompson J.P., Kudapa, Himabindu, Bajaj, Prasad, Varshney, Rajeev K., Zwart, Rebecca S. and Thudi, Mahendar. 2022. "Publisher Correction: Transcriptome analysis reveals key genes associated with root-lesion nematode Pratylenchus thornei resistance in chickpea ." Scientific Reports. 12 (1). https://doi.org/10.1038/s41598-022-08495-4
A Scintillating Journey of Genomics in Simplifying Complex Traits and Development of Abiotic Stress Resilient Chickpeas
Jaganathan, Deepa, Mallikarjuna, Bingi Pujari, Palakurthi, Ramesh, Samineni, Srinivasan, Laxuman, C., Bharadwaj, Chellapilla, Zwart, Rebecca, Fikre, Asnake, Gaur, Pooran, Varshney, Rajeev K. and Thudi, Mahendar. 2022. "A Scintillating Journey of Genomics in Simplifying Complex Traits and Development of Abiotic Stress Resilient Chickpeas." Kole, Chittaranjan (ed.) Genomic Designing for Abiotic Stress Resistant Pulse Crops. Cham, Switzerland. Springer. pp. 15-43
Metabolomic profiling of wheat genotypes resistant and susceptible to root‑lesion nematode Pratylenchus thornei
Rahaman, Md Motiur, Zwart, Rebecca S., Rupasinghe, Thusitha W. T., Hayden, Helen L. and Thompson, John P.. 2021. "Metabolomic profiling of wheat genotypes resistant and susceptible to root‑lesion nematode Pratylenchus thornei." Plant Molecular Biology: An International Journal on Molecular Biology, Molecular Genetics and Biochemistry. 106 (4-5), pp. 381-406. https://doi.org/10.1007/s11103-021-01156-6
Transcriptome analysis reveals key genes associated with root‑lesion nematode Pratylenchus thornei resistance in chickpea
Channale, Sonal, Kalavikatte, Danamma, Thompson, John P., Kudapa, Himabindu, Bajaj, Prasad, Varshney, Rajeev K., Zwart, Rebecca S. and Thudi, Manhendar. 2021. "Transcriptome analysis reveals key genes associated with root‑lesion nematode Pratylenchus thornei resistance in chickpea." Scientific Reports. 11 (1), pp. 1-11. https://doi.org/10.1038/s41598-021-96906-3
Arbuscular mycorrhizal fungi acted synergistically with Bradyrhizobium sp. to improve nodulation, nitrogen fixation, plant growth and seed yield of mung bean (Vigna radiata) but increased the population density of the root‑lesion nematode Pratylenchus thornei
Gough, Elaine C., Owen, Kirsty J., Zwart, Rebecca S. and Thompson, John P.. 2021. "Arbuscular mycorrhizal fungi acted synergistically with Bradyrhizobium sp. to improve nodulation, nitrogen fixation, plant growth and seed yield of mung bean (Vigna radiata) but increased the population density of the root‑lesion nematode Pratylenchus thornei." Plant and Soil: international journal on plant-soil relationships. 465 (1-2), pp. 431-452. https://doi.org/10.1007/s11104-021-05007-7
A systematic review of the effects of arbuscular mycorrhizal fungi on root-lesion nematodes Pratylenchus spp.
Gough, Elaine C., Owen, Kirsty J., Zwart, Rebecca S. and Thompson, John P.. 2020. "A systematic review of the effects of arbuscular mycorrhizal fungi on root-lesion nematodes Pratylenchus spp." Frontiers in Plant Science. 11, pp. 1-14. https://doi.org/10.3389/fpls.2020.00923
Resequencing of 429 chickpea accessions from 45 countries provides insights into genome diversity, domestication and agronomic traits
Varshney, Rajeev K., Thudi, Mahendar, Roorkiwal, Manish, He, Weiming, Upadhyaya, Hari D., Yang, Wei, Bajaj, Prasad, Cubry, Philippe, Rathore, Abhishek, Jian, Jianbo, Doddamani, Dadakhalandar, Khan, Aamir W., Garg, Vanika, Chitikineni, Annapurna, Xu, Dawen, Gaur, Pooran M., Singh, Narendra P., Chaturvedi, Sushil K., Nadigatla, Gangarao V. P. R., ..., Liu, Xin. 2019. "Resequencing of 429 chickpea accessions from 45 countries provides insights into genome diversity, domestication and agronomic traits." Nature Genetics. 51, pp. 857-864. https://doi.org/10.1038/s41588-019-0401-3
Resistance to plant-parasitic nematodes in chickpea: current status and future perspectives
Zwart, Rebecca S., Thudi, Mahendar, Channale, Sonal, Manchikatla, Praveen K., Varshney, Rajeev K. and Thompson, John P.. 2019. "Resistance to plant-parasitic nematodes in chickpea: current status and future perspectives." Frontiers in Plant Science. 10, pp. 1-14. https://doi.org/10.3389/fpls.2019.00966
Microsatellite mapping identifies TTKST-effective stem rust resistance gene in wheat cultivars VL404 and Janz
Bansal, Urmil K., Zwart, Rebecca, Bhavani, Sridhar, Wanyera, Ruth, Gupta, Vidya and Bariana, Harbans S.. 2012. "Microsatellite mapping identifies TTKST-effective stem rust resistance gene in wheat cultivars VL404 and Janz." Molecular Breeding: new strategies in plant improvement. 30 (4), pp. 1757-1765. https://doi.org/10.1007/s11032-012-9759-y
Genomic and functional characterization of coleopteran insectspecific α-amylase inhibitor gene from Amaranthus species
Bhide, A., Channale, Sonal M., Yadav, Yashpal, Bhattacharjee, Kabita, Pawar, Pankaj K., Maheshwari, V. L., Gupta, Vidya S., Ramasamy, Sureshkumar and Giri, Ashok P.. 2017. "Genomic and functional characterization of coleopteran insectspecific α-amylase inhibitor gene from Amaranthus species." Plant Molecular Biology. 94 (3), pp. 319-332. https://doi.org/10.1007/s11103-017-0609-5
Estimating number of resistance genes to root-legion nematodes from synthetic hexaploids wheat lines
Thompson, John P., Zwart, Rebecca S. and Butler, David. 2011. "Estimating number of resistance genes to root-legion nematodes from synthetic hexaploids wheat lines." Wheat Breeding Assembly 2011. Perth, Australia 24 - 26 Aug 2011 Australia.
Characterization of two coleopteran a-amylases and molecular insights into their differential inhibition by synthetic a-amylase inhibitor, acarbose
Channale, Sonal M., Bhide, Amey J., Yadav, Yashpal, Kashyap, Garima, Pawar, Pankaj K., Maheshwari, V. L., Ramasamy, Sureshkumar and Giri, Ashok P.. 2016. "Characterization of two coleopteran a-amylases and molecular insights into their differential inhibition by synthetic a-amylase inhibitor, acarbose." Insect Biochemistry and Molecular Biology. 74, pp. 1-11. https://doi.org/10.1016/j.ibmb.2016.04.009
Biochemical, structural and functional diversity between two digestive α-amylases from Helicoverpa armigera
Bhide, Amey J., Channale, Sonal M., Patil, Sucheta S., Gupta, Vidya S., Ramasamy, Sureshkumar and Giri, Ashok P.. 2015. "Biochemical, structural and functional diversity between two digestive α-amylases from Helicoverpa armigera." Biochimica et Biophysica Acta (BBA): General Subjects. 1850 (9), pp. 1719-1728. https://doi.org/10.1016/j.bbagen.2015.04.008
QTL mapping of multiple foliar disease and root-lesion nematode resistances in wheat
Zwart, R. S., Thompson, J. P., Milgate, A. W., Bansal, U. K., Williamson, P. M., Raman, H. and Bariana, H. S.. 2010. "QTL mapping of multiple foliar disease and root-lesion nematode resistances in wheat." Molecular Breeding: new strategies in plant improvement. 26 (1), pp. 107-124. https://doi.org/10.1007/s11032-009-9381-9
Inheritance of resistance to root-lesion nematodes (Pratylenchus thornei and P. neglectus) in five doubled-haploid populations of wheat
Thompson, John P., Zwart, Rebecca S. and Butler, David. 2012. "Inheritance of resistance to root-lesion nematodes (Pratylenchus thornei and P. neglectus) in five doubled-haploid populations of wheat." Euphytica: international journal on plant breeding. 188 (2), pp. 209-219. https://doi.org/10.1007/s10681-012-0689-x
Evaluation of genetic diversity of Fusarium head blight resistance in European winter wheat
Zwart, Rebecca S., Muylle, Hilde, Van Bockstaele, Erik and Roldán-Ruiz, Isabel. 2008. "Evaluation of genetic diversity of Fusarium head blight resistance in European winter wheat." Theoretical and Applied Genetics: international journal of plant breeding research. 117 (5), pp. 813-828. https://doi.org/10.1007/s00122-008-0822-3
Combining ability analysis of Fusarium head blight resistance in western European wheat lines
Zwart, Rebecca S., Muylle, Hilde, Van Huylenbroeck, Johan, Van Bockstaele, Erik and Roldán-Ruiz, Isabel. 2008. "Combining ability analysis of Fusarium head blight resistance in western European wheat lines." Euphytica: international journal on plant breeding. 162 (3), pp. 449-456. https://doi.org/10.1007/s10681-007-9611-3
Mapping quantitative trait loci for resistance to Pratylenchus thornei from synthetic hexaploid wheat in the International Triticeae Mapping Initiative (ITMI) population
Zwart, R. S., Thompson, J. P., Sheedy, J. G. and Nelson, J.. 2006. "Mapping quantitative trait loci for resistance to Pratylenchus thornei from synthetic hexaploid wheat in the International Triticeae Mapping Initiative (ITMI) population." Australian Journal of Agricultural Research. 57 (5), pp. 525-530. https://doi.org/10.1071/AR05177
Identification of quantitative trait loci for resistance to two species of root-lesion nematode (Pratylenchus thornei and P. neglectus) in wheat
Zwart, R. S., Thompson, J. P. and Godwin, I. D.. 2005. "Identification of quantitative trait loci for resistance to two species of root-lesion nematode (Pratylenchus thornei and P. neglectus) in wheat ." Australian Journal of Agricultural Research. 56 (4), pp. 345-352. https://doi.org/10.1071/AR04223
Genetic analysis of resistance to root-lesion nematode (Pratylenchusthornei) in wheat
Zwart, R. S., Thompson, J. P. and Godwin, I. D.. 2004. "Genetic analysis of resistance to root-lesion nematode (Pratylenchusthornei) in wheat." Plant Breeding. 123 (3), pp. 209-212. https://doi.org/10.1111/j.1439-0523.2004.00986.x
Inheritance and mapping of 11 avirulence genes in Phytophthora sojae
May, K.J., Whisson, S.C., Zwart R.S., Searle, I.R., Irwin, J.A.G., Maclean, D.J., Carroll, B.J. and Drenth, A.. 2002. "Inheritance and mapping of 11 avirulence genes in Phytophthora sojae ." Fungal Genetics and Biology. 37 (1), pp. 1-12. https://doi.org/10.1016/S1087-1845(02)00027-0