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Improvement of the breeding efficiencies of heterotic crops adaptive to different conditions can mitigate the food shortage crisis due to overpopulation and climate change. To date, diverse molecular markers have been used to guide field phenotypic selection, whereas accurate predictions of complex heterotic traits are rarely reported. Here, we present a practical metabolome-based strategy for predicting yield heterosis in rice. The dissection of population structure based on untargeted metabolite profiles as the initial critical step in multivariate modeling performed better than the screening of predictive variables. Then the assessment of each predictive variable's contribution to predictive models according to all latent factors was more precise than the conventional first one. Metabolites belonging to specific pathways were closely associated with yield heterosis, and the up-regulation of galactose metabolism promoted robust yield heterosis in hybrids under different growth conditions. Our study demonstrates that metabolome-based predictive models with correctly dissected population structure and screened predictive variables can facilitate accurate predictions of yield heterosis and have great potential for establishing molecular marker-based precision breeding programs., (© 2019 Dan et al.)

Marker-based prediction holds great promise for improving current plant and animal breeding efficiencies. However, the predictabilities of complex traits are always severely affected by negative factors, including distant relatedness, environmental discrepancies, unknown population structures, and indeterminate numbers of predictive variables. In this study, we utilised two independent F 1 hybrid populations in the years 2012 and 2015 to predict rice thousand grain weight (TGW) using parental untargeted metabolite profiles with a partial least squares regression method. A stable predictive model for TGW was built based on hybrids from the population in 2012 (r = 0.75) but failed to properly predict TGW for hybrids from the population in 2015 (r = 0.27). After integrating hybrids from both populations into the training set, the TGW of hybrids could be predicted but was largely dependent on population structures. Then, core hybrids from each population were determined by principal component analysis and the TGW of hybrids in both environments were successfully predicted (r > 0.60). Moreover, adjusting the population structures and numbers of predictive analytes increased TGW predictability for hybrids in 2015 (r = 0.72). Our study demonstrates that the TGW of F 1 hybrids across environments can be accurately predicted based on parental untargeted metabolite profiles with a core hybridisation strategy in rice. Metabolic biomarkers identified from early developmental stage tissues, which are grown under experimental conditions, may represent a workable approach towards the robust prediction of major agronomic traits for climate-adaptive varieties., (© 2018 The Authors. Plant Biotechnology Journal published by Society for Experimental Biology and The Association of Applied Biologists and John Wiley & Sons Ltd.)

Chloroplast development is an important subject in botany. In this study, a rice (Oryza sativa) mutant exhibiting impairment in early chloroplast development (seedling leaf albino (sla)) was isolated from a filial generation via hybridization breeding. The sla mutant seedlings have an aberrant form of chloroplasts, which resulted in albinism at the first and second leaves; however, the leaf sheath was green. The mutant gradually turned green after the two-leaf stage, and the third leaf was a normal shade of green. Map-based cloning indicated that the gene OsBT1-3, which belongs to the mitochondrial carrier family (MCF), is responsible for the sla mutant phenotype. OsBT1-3 expression was high in the young leaves, decreased after the two-leaf stage, and was low in the sheath, and these findings are consistent with the recovery of a number of chloroplasts in the third leaf of sla mutant seedlings. The results also showed that OsBT1-3-yellow fluorescent protein (YFP) was targeted to the chloroplast, and a Western blot assay using a peptide-specific antibody indicated that OsBT1-3 localizes to the chloroplast envelope. We also demonstrated that OsBT1-3 functions as a unidirectional transporter of adenine nucleotides. Based on these findings, OsBT1-3 likely acts as a plastid nucleotide uniporter and is essential for chloroplast development in rice leaves at the young seedling stage., Competing Interests: The authors declare no competing financial interests.

The drought-induced 19 protein family consists of several atypical Cys2/His2-type zinc finger proteins in plants and plays an important role in abiotic stress. In this study, we found that overexpressing OsDi19-4 in rice altered the expression of a series of abscisic acid (ABA)-responsive genes, resulting in strong ABA-hypersensitive phenotypes including ABA-induced seed germination inhibition, early seedling growth inhibition and stomatal closure. On the contrary, OsDi19-4 knockdown lines were less sensitive to ABA. Additionally, OsCDPK14 was identified to interact with OsDi19-4 and be responsible for the phosphorylation of OsDi19-4, and the phosphorylation of OsDi19-4 was further enhanced after the treatment of ABA. Apart from these, OsDi19-4 was shown to directly bind to the promoters of OsASPG1 and OsNAC18 genes, two ABA-responsive genes, and regulate their expression. Transient expression assays confirmed the direct regulation role of OsDi19-4, and the regulation was further enhanced by the increased phosphorylation of OsDi19-4 after the treatment of ABA. Taken together, these data demonstrate that OsDi19-4 acts downstream of OsCDPK14 to positively regulate ABA response by modulating the expression of ABA-responsive genes in rice., (© 2016 John Wiley & Sons Ltd.)

Cytoplasmic male sterility (CMS) and restoration of fertility (Rf) are widely distributed in plant species utilized by humans. RF5 and GRP162 are subunits of the restoration of fertility complex (RFC) in Hong-Lian rice. Despite the fact that the RFC is 400-500 kDa in size, the other proteins or factors in the complex still remain unknown. Here, we identified RFC subunit 3, which encodes a DUF1620-containing and WD40-like repeat protein (RFC3) that is present in all tissues but highly expressed in leaves. We established that RFC3 interacts with both RF5 and GRP162 in vitro and in vivo, and is transported into the mitochondria as a membrane protein. Furthermore, CMS RNA (atp6-orfH79) and CMS cytotoxic protein (ORFH79) accumulate when RFC3 is silenced in restorer lines. We presented the analysis with blue-native polyacrylamide gel electrophoresis, indicating that RFC is disrupted in the RNAi line. We concluded that RCF3 is indispensable as a scaffold protein for the assembly of the RFC complex. We unveil a new molecular player of the RFC in the Rf pathway in rice and propose the model of RFC based on these data., (© 2016 The Authors. New Phytologist © 2016 New Phytologist Trust.)

Cytoplasmic male sterility (CMS) has been extensively used for hybrid seed production in many major crops. Honglian CMS (HL-CMS) is one of the three major types of CMS in rice and has contributed greatly to food security worldwide. The HL-CMS trait is associated with an aberrant chimeric mitochondrial transcript, atp6-orfH79, which causes pollen sterility and can be rescued by two nonallelic restorer-of-fertility (Rf) genes, Rf5 or Rf6. Here, we report the identification of Rf6, which encodes a novel pentatricopeptide repeat (PPR) family protein with a characteristic duplication of PPR motifs 3-5. RF6 is targeted to mitochondria, where it physically associates with hexokinase 6 (OsHXK6) and promotes the processing of the aberrant CMS-associated transcript atp6-orfH79 at nucleotide 1238, which ensures normal pollen development and restores fertility. The duplicated motif 3 of RF6 is essential for RF6-OsHXK6 interactions, processing of the aberrant transcript, and restoration of fertility. Furthermore, reductions in the level of OsHXK6 result in atp6-orfH79 transcript accumulation and male sterility. Together these results reveal a novel mechanism for CMS restoration by which RF6 functions with OsHXK6 to restore HL-CMS fertility. The present study also provides insight into the function of hexokinase 6 in regulating mitochondrial RNA metabolism and may facilitate further exploitation of heterosis in rice.