Abstract

Jatropha (Jatropha curcas) has become one of the most important species for producing biofuels. Currently, Genotype x Environment (GxE) interaction is the biggest challenge that breeders should solve to increase the section accuracy in the plant breeding. Therefore, the objectives in this study were to estimate the parameters in the 180 half-sib families in Jatropha evaluated for five production years, to verify the significance of the GxE interaction variance, to evaluate the adaptability and stability for each family based on three prediction methods, to select superior half-sib families based on the adaptability and stability analyses, and to predict the accuracy for the sixth production year. Jatropha half-sib families were classified and selected using the follow adaptability and stability methods: linear regression, bi-segmented linear regression and mixed models concepts called harmonic mean of the relative performance of genetic values (HMRPGV). The prediction accuracy was estimated by the Pearson correlation between the predicted genetic values by adaptability and stability methods and the phenotypic value in the sixth production year. In result, most half-sib families were classified as general adaptability and general stability for the evaluated traits. The selection gain obtained via HMRPGV was higher than other methods. The prediction accuracy for the sixth production year was 0.45. Therefore, HMRPGV is efficient to maximize the genetic gain, and it can be a useful strategy to select genotype with high adaptability and stability in Jatropha breeding as well as other species that should be evaluated for many years to take a suitable selection accuracy.

Highlights

  • Jatropha (Jatropha curcas L.) is a perennial plant monoecious, and belongs to Euforbiáceae family

  • E&R–adaptability and stability method proposed by Eberhart and Russell [8]; Cruz–adaptability and stability method proposed by Cruz et al [9]; HMRPGV—Harmonic mean of the relative performance of genetic values

  • E&R–adaptability and stability method proposed by Eberhart and Russell [8]; Cruz–adaptability and stability method proposed by Cruz et al [9]; HMRPGV–Harmonic mean of the relative performance of genetic values; X" pÀ population overall mean; X" SÀ selected population mean; SG–selection gain; SG (%)–selection gain in percentage

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Summary

Introduction

Jatropha (Jatropha curcas L.) is a perennial plant monoecious, and belongs to Euforbiáceae family. This species has several used, such as living fence, phytoremediation, and medicinal purposes [1]. Due to the worldwide corner about climate change Jatropha has become to be important to biofuel production, because it presents high oil content in the seeds [2], oil/grain ratio superior than traditional oleaginous, for example, soybean [3]. HMRPGV: A new method to select superior plants

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