Genomic-assisted breeding for climate-smart coffee.

IF 3.9 2区 生物学 Q1 GENETICS & HEREDITY Plant Genome Pub Date : 2024-03-01 Epub Date: 2023-03-22 DOI:10.1002/tpg2.20321
Maria Amélia G Ferrão, Aymbire F A da Fonseca, Paulo S Volpi, Lucimara C de Souza, Marcone Comério, Abraão C Verdin Filho, Elaine M Riva-Souza, Patricio R Munoz, Romário G Ferrão, Luís Felipe V Ferrão
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Abstract

Coffee is a universal beverage that drives a multi-industry market on a global basis. Today, the sustainability of coffee production is threatened by accelerated climate changes. In this work, we propose the implementation of genomic-assisted breeding for climate-smart coffee in Coffea canephora. This species is adapted to higher temperatures and is more resilient to biotic and abiotic stresses. After evaluating two populations, over multiple harvests, and under severe drought weather condition, we dissected the genetic architecture of yield, disease resistance, and quality-related traits. By integrating genome-wide association studies and diallel analyses, our contribution is four-fold: (i) we identified a set of molecular markers with major effects associated with disease resistance and post-harvest traits, while yield and plant architecture presented a polygenic background; (ii) we demonstrated the relevance of nonadditive gene actions and projected hybrid vigor when genotypes from different geographically botanical groups are crossed; (iii) we computed medium-to-large heritability values for most of the traits, representing potential for fast genetic progress; and (iv) we provided a first step toward implementing molecular breeding to accelerate improvements in C. canephora. Altogether, this work is a blueprint for how quantitative genetics and genomics can assist coffee breeding and support the supply chain in the face of the current global changes.

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基因组辅助培育气候智能型咖啡。
咖啡是一种通用饮料,在全球范围内推动着一个多产业市场的发展。如今,咖啡生产的可持续性受到气候变化加速的威胁。在这项工作中,我们建议对咖啡树(Coffea canephora)实施基因组辅助育种,以培育气候智能型咖啡。该品种适应较高的温度,对生物和非生物胁迫有较强的抗逆性。我们对两个种群进行了多次收获评估,并在严重干旱的天气条件下对产量、抗病性和品质相关性状的遗传结构进行了剖析。通过整合全基因组关联研究和多重分析,我们做出了四方面的贡献:(i) 我们确定了一组分子标记,其主要效应与抗病性和收获后性状相关,而产量和植株结构则呈现出多基因背景;(ii) 我们证明了非加成基因作用的相关性,并预测了不同地理植物组的基因型杂交时的杂种活力;(iii) 我们计算了大多数性状的中等至大遗传率值,这代表了快速遗传进展的潜力;(iv) 我们为实施分子育种以加速 C. canephora 的改良迈出了第一步。canephora 的分子育种迈出了第一步。总之,这项工作为定量遗传学和基因组学如何在当前的全球变化中协助咖啡育种和支持供应链描绘了蓝图。
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来源期刊
Plant Genome
Plant Genome PLANT SCIENCES-GENETICS & HEREDITY
CiteScore
6.00
自引率
4.80%
发文量
93
审稿时长
>12 weeks
期刊介绍: The Plant Genome publishes original research investigating all aspects of plant genomics. Technical breakthroughs reporting improvements in the efficiency and speed of acquiring and interpreting plant genomics data are welcome. The editorial board gives preference to novel reports that use innovative genomic applications that advance our understanding of plant biology that may have applications to crop improvement. The journal also publishes invited review articles and perspectives that offer insight and commentary on recent advances in genomics and their potential for agronomic improvement.
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