Mustiga Guiliana M, Gezan Salvador A, Phillips-Mora Wilbert, Arciniegas-Leal Adriana, Mata-Quirós Allan, Motamayor Juan C
Mars Incorporated, Miami, FL, United States.
School of Forest Resources and Conservation, University of Florida, Gainesville, FL, United States.
Front Plant Sci. 2018 Jun 19;9:808. doi: 10.3389/fpls.2018.00808. eCollection 2018.
A comprehensive understanding of the genetic basis of target traits in any crop is critical to design breeding strategies for the development and release of new improved varieties. In this study, 34 cacao families were evaluated for vigor and yield related traits over the course of 6 years in Costa Rica. Linear mixed models provided the variance components for the partitioning of additive and non-additive effects. Heritabilities of yield over time ranged from 0.085 to 0.576, from 0.127 to 0.399 for vigor, and 0.141 to 0.146 for disease resistance traits. Significant ( < 0.001) general combining abilities were observed for ICS-43 and LcTeen-37 with negative effect on average yield (-0.674, -0.690), respectively. Specific combining abilities for yield had significant ( < 0.001) positive effect from the cross GU-154-L x UF-273 Type 2 (0.703) and strong negative interaction between ICS-43 and LF-1 (-0.975). A weighted index was used to select the top performers while providing the corresponding genetic gains. At an 1% selection intensity, yield component gains ranged from 17.8 to 331.9%. Agronomic traits such as branch angle, trunk diameter and jorquette height had lower genetic gains and lower heritabilities. In addition, the parents in this study were genotyped with a 96-SNP marker off-typing set and a significant positive correlation of 0.39 ( = 0.019) was found between genetic distance and specific combining abilities for yield. Preliminary comparison of clonal parents vs. seedlings yield in the family with the highest SCA suggest for the first time presence of heterobeltiosis in cacao.
全面了解任何作物目标性状的遗传基础对于设计育种策略以培育和推广新的改良品种至关重要。在本研究中,对34个可可豆家族在哥斯达黎加进行了为期6年的活力和产量相关性状评估。线性混合模型提供了用于划分加性和非加性效应的方差分量。产量随时间的遗传力范围为0.085至0.576,活力的遗传力范围为0.127至0.399,抗病性状的遗传力范围为0.141至0.146。观察到ICS - 43和LcTeen - 37具有显著(<0.001)的一般配合力,分别对平均产量有负面影响(-0.674,-0.690)。产量的特殊配合力在杂交组合GU - 154 - L×UF - 273 Type 2中具有显著(<0.001)的正向效应(0.703),而ICS - 43和LF - 1之间存在强烈的负向互作(-0.975)。使用加权指数来选择表现最佳的个体,同时提供相应的遗传增益。在1%的选择强度下,产量构成因素的增益范围为17.8%至331.9%。诸如分枝角度、树干直径和jorquette高度等农艺性状的遗传增益较低且遗传力也较低。此外,本研究中的亲本使用96个SNP标记分型集进行了基因分型,并且在遗传距离与产量的特殊配合力之间发现了显著的正相关,相关系数为0.39(P = 0.019)。对具有最高特殊配合力的家族中的克隆亲本与实生苗产量进行的初步比较首次表明可可中存在杂种优势。