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

IF 3.8 2区 农林科学 Q1 PLANT SCIENCES
Mundagodu S. Shivakumar , Nagenahalli C. Sunitha , Hosahalli J. Akshitha , Koryampalli V. Saji , Sasikumar B. Pillai
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引用次数: 0

摘要

黑胡椒(Piper nigrum L.)是一种具有药用价值的香料作物,备受青睐,但由于其多年生的特性和相关的资源需求,需要对其进行仔细的评估和筛选。作为一种多年生作物,该作物的跨年产量试验比跨地点试验更为可行和实际。然而,黑胡椒缺乏用于评估产量试验数据的参数和/或用于选择性能稳定的优良品种的标准。在本研究中,我们考察了基因型与年份的交互作用(GYI)模式及其对黑胡椒产量的影响,以及确定稳定高产栽培品种的选择参数。平均产量相对环境最大值(YREM)和最佳线性无偏预测因子(BLUP)是评估栽培品种表现的最有效指标,因为它们考虑了相对产量和稳定性。在所评估的栽培品种中,OPKM 显示出更好的稳定性估计值。然而,考虑到高平均产量和所有稳定性估计值,HP 2173 排名第一。值得注意的是,即使使用单点多年试验数据,单年 YREM 值和 BLUP 值对未来表现也显示出显著的预测能力,这在多年生作物中最受欢迎。此外,在未来的育种计划中,使用多年平均表现(YREM 和 BLUP)作为选择或剔除基因型的定量标准被证明是有效的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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.

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来源期刊
Journal of Applied Research on Medicinal and Aromatic Plants
Journal of Applied Research on Medicinal and Aromatic Plants Pharmacology, Toxicology and Pharmaceutics-Drug Discovery
CiteScore
6.40
自引率
7.70%
发文量
80
审稿时长
41 days
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.
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