Mundagodu S. Shivakumar , Nagenahalli C. Sunitha , Hosahalli J. Akshitha , Koryampalli V. Saji , Sasikumar B. Pillai
{"title":"YREMs 和 BLUPs 对多年生作物优良基因型选择的预测能力:黑胡椒案例研究","authors":"Mundagodu S. Shivakumar , Nagenahalli C. Sunitha , Hosahalli J. Akshitha , Koryampalli V. Saji , Sasikumar B. Pillai","doi":"10.1016/j.jarmap.2024.100555","DOIUrl":null,"url":null,"abstract":"<div><p>Black pepper (<em>Piper nigrum</em> L.), a highly sought-after spice crop with medicinal properties, requires careful evaluation and selection due to its perennial nature and associated resource requirements. Being a perennial, yield trials across years are feasible and practical in this crop rather than that across locations. However, parameters to assess the yield trial data and/or derive criteria to select superior cultivars with stable performance are lacking in black pepper. In this study, we examined the genotype-by-year interaction (GYI) pattern and its impact on black pepper yield, as well as the selection parameters for identifying stable and high-yielding cultivars. Average Yield Relative Environment Maximum (YREM) and Best Linear Unbiased Predictor (BLUP) emerged as the most effective measures for evaluating cultivar performance, as they accounted for relative yield and stability. Among the evaluated cultivars, OPKM displayed better stability estimates. However, considering high mean yield along with all the stability estimates, the HP 2173 ranked first. Notably, even with single-location multi-year trial data, the single-year YREM and BLUP values showed significant predictive power for future performance which is most preferred in perennial crops. Additionally, the use of multi-year average performance (YREM and BLUP) as quantitative criteria for selecting or rejecting genotypes in future breeding programs proved to be effective.</p></div>","PeriodicalId":15136,"journal":{"name":"Journal of Applied Research on Medicinal and Aromatic Plants","volume":"41 ","pages":"Article 100555"},"PeriodicalIF":3.8000,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Predictive power of YREMs and BLUPs for selecting superior genotypes in perennial crops: A black pepper case study\",\"authors\":\"Mundagodu S. Shivakumar , Nagenahalli C. Sunitha , Hosahalli J. Akshitha , Koryampalli V. Saji , Sasikumar B. Pillai\",\"doi\":\"10.1016/j.jarmap.2024.100555\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Black pepper (<em>Piper nigrum</em> L.), a highly sought-after spice crop with medicinal properties, requires careful evaluation and selection due to its perennial nature and associated resource requirements. Being a perennial, yield trials across years are feasible and practical in this crop rather than that across locations. However, parameters to assess the yield trial data and/or derive criteria to select superior cultivars with stable performance are lacking in black pepper. In this study, we examined the genotype-by-year interaction (GYI) pattern and its impact on black pepper yield, as well as the selection parameters for identifying stable and high-yielding cultivars. Average Yield Relative Environment Maximum (YREM) and Best Linear Unbiased Predictor (BLUP) emerged as the most effective measures for evaluating cultivar performance, as they accounted for relative yield and stability. Among the evaluated cultivars, OPKM displayed better stability estimates. However, considering high mean yield along with all the stability estimates, the HP 2173 ranked first. Notably, even with single-location multi-year trial data, the single-year YREM and BLUP values showed significant predictive power for future performance which is most preferred in perennial crops. Additionally, the use of multi-year average performance (YREM and BLUP) as quantitative criteria for selecting or rejecting genotypes in future breeding programs proved to be effective.</p></div>\",\"PeriodicalId\":15136,\"journal\":{\"name\":\"Journal of Applied Research on Medicinal and Aromatic Plants\",\"volume\":\"41 \",\"pages\":\"Article 100555\"},\"PeriodicalIF\":3.8000,\"publicationDate\":\"2024-05-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Applied Research on Medicinal and Aromatic Plants\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2214786124000287\",\"RegionNum\":2,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"PLANT SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Applied Research on Medicinal and Aromatic Plants","FirstCategoryId":"97","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2214786124000287","RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PLANT SCIENCES","Score":null,"Total":0}
Predictive power of YREMs and BLUPs for selecting superior genotypes in perennial crops: A black pepper case study
Black pepper (Piper nigrum L.), a highly sought-after spice crop with medicinal properties, requires careful evaluation and selection due to its perennial nature and associated resource requirements. Being a perennial, yield trials across years are feasible and practical in this crop rather than that across locations. However, parameters to assess the yield trial data and/or derive criteria to select superior cultivars with stable performance are lacking in black pepper. In this study, we examined the genotype-by-year interaction (GYI) pattern and its impact on black pepper yield, as well as the selection parameters for identifying stable and high-yielding cultivars. Average Yield Relative Environment Maximum (YREM) and Best Linear Unbiased Predictor (BLUP) emerged as the most effective measures for evaluating cultivar performance, as they accounted for relative yield and stability. Among the evaluated cultivars, OPKM displayed better stability estimates. However, considering high mean yield along with all the stability estimates, the HP 2173 ranked first. Notably, even with single-location multi-year trial data, the single-year YREM and BLUP values showed significant predictive power for future performance which is most preferred in perennial crops. Additionally, the use of multi-year average performance (YREM and BLUP) as quantitative criteria for selecting or rejecting genotypes in future breeding programs proved to be effective.
期刊介绍:
JARMAP is a peer reviewed and multidisciplinary communication platform, covering all aspects of the raw material supply chain of medicinal and aromatic plants. JARMAP aims to improve production of tailor made commodities by addressing the various requirements of manufacturers of herbal medicines, herbal teas, seasoning herbs, food and feed supplements and cosmetics. JARMAP covers research on genetic resources, breeding, wild-collection, domestication, propagation, cultivation, phytopathology and plant protection, mechanization, conservation, processing, quality assurance, analytics and economics. JARMAP publishes reviews, original research articles and short communications related to research.