02506naa a2200277 a 450000100080000000500110000800800410001902400540006010000190011424502010013326000090033452016070034365000110195065000190196165000180198065000350199870000190203370000170205270000160206970000200208570000200210570000170212570000170214270000250215977300440218421392432022-01-21       2021    bl uuuu     u00u1 u    #d7 ahttps://doi.org/10.1371/journal.pone.02609972DOI1 aALKIMIM, E. R.  aDesigning the best breeding strategy for Coffea canephorabGenetic evaluation of pure and hybrid individuals aiming to select for productivity and disease resistance traits.h[electronic resource]  c2021  aBreeding programs of the species Coffea canephora rely heavily on the significant genetic variability between and within its two varietal groups (conilon and robusta). The use of hybrid families and individuals has been less common. The objectives of this study were to evaluate parents and families from the populations of conilon, robusta, and its hybrids and to define the best breeding and selection strategies for productivity and disease resistance traits. As such, 71 conilon clones, 56 robusta clones, and 20 hybrid families were evaluated over several years for the following traits: vegetative vigor, incidence of rust and cercosporiosis, fruit ripening time, fruit size, plant height, canopy diameter, and yield per plant. Components of variance and genetic parameters were estimated via residual maximum likelihood (REML) and genotypic values were predicted via best linear unbiased prediction (BLUP). Genetic variability among parents (clones) and hybrid families was detected for most of the evaluated traits. The Mulamba-Rank index suggests potential gains up to 17% for the genotypic aggregate of traits in the hybrid population. An intrapopulation recurrent selection within the hybrid population would be the best breeding strategy because the genetic variability, narrow and broad senses heritabilities and selective accuracies for important traits were maximized in the crossed population. Besides, such strategy is simple, low cost and quicker than the concurrent reciprocal recurrent selection in the two parental populations, and this maximizes the genetic gain for unit of time.  aCoffea  aPlant breeding  aCafé Robusta  aMelhoramento Genético Vegetal1 aCAIXETA, E. T.1 aSOUSA, T. V.1 aGOIS, I. B.1 aSILVA, F. L. da1 aSAKIYAMA, N. S.1 aZAMBOLIM, L.1 aALVES, R. S.1 aRESENDE, M. D. V. de  tPlos Onegv. 16, n. 12, e0260997, 2021.