Instituto Capixaba de Pesquisa, Assistência Técnica e Extensão Rural-Incaper, ES, Brazil.
Empresa Brasileira de Pesquisa Agropecuária-Embrapa Café, Brasília, Brazil.
Plant Genome. 2024 Mar;17(1):e20321. doi: 10.1002/tpg2.20321. Epub 2023 Mar 22.
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.
咖啡是一种全球性的通用饮料,在全球范围内驱动着一个多产业市场。如今,咖啡生产的可持续性受到加速气候变化的威胁。在这项工作中,我们提出在小粒种咖啡(Coffea canephora)中实施基于基因组的智能型咖啡种植培育。该物种适应更高的温度,对生物和非生物胁迫更具弹性。在评估了两个种群、多个收获期,并在严重干旱天气条件下,我们对产量、抗病性和与质量相关的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双列分析,我们的贡献有四点:(i)我们确定了一组与抗病性和收获后特性相关的、具有主要效应的分子标记,而产量和植物结构呈现出多基因背景;(ii)我们证明了非加性基因作用和杂种优势的相关性,当来自不同地理植物群的基因型杂交时;(iii)我们计算了大多数性状的中到大遗传力值,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小粒种咖啡的改良提供了一个初步的方案。总之,这项工作为数量遗传学和基因组学如何协助咖啡种植培育,并在当前全球变化的背景下支持供应链提供了一个蓝图。