Moret Martín, Serrano Alicia, Belaj Angjelina, León Lorenzo, de la Rosa Raúl, Luque Francisco
Departamento de Biología Experimental, Instituto Universitario de Investigación en Olivar y Aceites de Oliva, Universidad de Jaén, 23071 Jaén, Spain.
Centro de Investigación y Formación Agraria de Alameda del Obispo, Instituto de Investigación y Formación Agraria y Pesquera (IFAPA), 14004 Córdoba, Spain.
Mol Breed. 2025 Apr 7;45(4):40. doi: 10.1007/s11032-025-01562-4. eCollection 2025 Apr.
Olive fruit weight is a crucial trait to consider in olive breeding programs due to its impact on final yield and its relevance for mechanical harvesting and fruit processing. Although environmental conditions influence this trait, fruit weight is primarily determined by genetic factors and exhibits a high degree of heritability in breeding progenies. Despite several studies identifying potential markers associated with fruit weight, these markers have not been validated. In this study, we analyzed 40 genetic markers linked to fruit weight using a dataset comprising 73 cultivars (including 33 newly sequenced varieties) and 10 wild olives with a wide range of phenotypic characteristics, spanning from very light (0.41 g) to very heavy fruits (8.57 g). By examining the phenotype distribution for each genotype of the newly sequenced varieties, we successfully validated 16 genetic markers. Additionally, machine learning tools demonstrated that 9 out of the 16 validated markers have a high predictive ability for fruit weight. As a result, our work provides, for the first time, a set of 9 well-validated genetic markers suitable for use in marker-assisted selection during the early stages of olive breeding programs.
由于橄榄果实重量对最终产量有影响,且与机械采收和果实加工相关,因此它是橄榄育种计划中需要考虑的关键性状。尽管环境条件会影响这一性状,但果实重量主要由遗传因素决定,并且在育种后代中表现出高度的遗传性。尽管有几项研究确定了与果实重量相关的潜在标记,但这些标记尚未得到验证。在本研究中,我们使用一个数据集分析了40个与果实重量相关的遗传标记,该数据集包括73个品种(包括33个新测序品种)和10个具有广泛表型特征的野生橄榄,果实重量范围从非常轻(0.41克)到非常重(8.57克)。通过检查新测序品种每种基因型的表型分布,我们成功验证了16个遗传标记。此外,机器学习工具表明,16个验证标记中的9个对果实重量具有较高的预测能力。因此,我们的工作首次提供了一组9个经过充分验证的遗传标记,适用于橄榄育种计划早期阶段的标记辅助选择。