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      Genome-Wide Association and Transcriptome Analyses Reveal Candidate Genes Underlying Yield-determining Traits in Brassica napus

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          Abstract

          Yield is one of the most important yet complex crop traits. To improve our understanding of the genetic basis of yield establishment, and to identify candidate genes responsible for yield improvement in Brassica napus, we performed genome-wide association studies (GWAS) for seven yield-determining traits [main inflorescence pod number (MIPN), branch pod number (BPN), pod number per plant (PNP), seed number per pod (SPP), thousand seed weight, main inflorescence yield (MIY), and branch yield], using data from 520 diverse B. napus accessions from two different yield environments. In total, we detected 128 significant single nucleotide polymorphisms (SNPs), 93 of which were revealed as novel by integrative analysis. A combination of GWAS and transcriptome sequencing on 21 haplotype blocks from samples pooled by four extremely high-yielding or low-yielding accessions revealed the differential expression of 14 crucial candiate genes (such as Bna.MYB83, Bna.SPL5, and Bna.ROP3) associated with multiple traits or containing multiple SNPs associated with the same trait. Functional annotation and expression pattern analyses further demonstrated that these 14 candiate genes might be important in developmental processes and biomass accumulation, thus affecting the yield establishment of B. napus. These results provide valuable information for understanding the genetic mechanisms underlying the establishment of high yield in B. napus, and lay the foundation for developing high-yielding B. napus varieties.

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          A uniform decimal code for growth stages of crops and weeds

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            Crop Yield Gaps: Their Importance, Magnitudes, and Causes

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              Developmental Functions of miR156-Regulated SQUAMOSA PROMOTER BINDING PROTEIN-LIKE (SPL) Genes in Arabidopsis thaliana

              Correct developmental timing is essential for plant fitness and reproductive success. Two important transitions in shoot development—the juvenile-to-adult vegetative transition and the vegetative-to-reproductive transition—are mediated by a group of genes targeted by miR156, SQUAMOSA PROMOTER BINDING PROTEIN (SBP) genes. To determine the developmental functions of these genes in Arabidopsis thaliana, we characterized their expression patterns, and their gain-of-function and loss-of-function phenotypes. Our results reveal that SBP-LIKE (SPL) genes in Arabidopsis can be divided into three functionally distinct groups: 1) SPL2, SPL9, SPL10, SPL11, SPL13 and SPL15 contribute to both the juvenile-to-adult vegetative transition and the vegetative-to-reproductive transition, with SPL9, SP13 and SPL15 being more important for these processes than SPL2, SPL10 and SPL11; 2) SPL3, SPL4 and SPL5 do not play a major role in vegetative phase change or floral induction, but promote the floral meristem identity transition; 3) SPL6 does not have a major function in shoot morphogenesis, but may be important for certain physiological processes. We also found that miR156-regulated SPL genes repress adventitious root development, providing an explanation for the observation that the capacity for adventitious root production declines as the shoot ages. miR156 is expressed at very high levels in young seedlings, and declines in abundance as the shoot develops. It completely blocks the expression of its SPL targets in the first two leaves of the rosette, and represses these genes to different degrees at later stages of development, primarily by promoting their translational repression. These results provide a framework for future studies of this multifunctional family of transcription factors, and offer new insights into the role of miR156 in Arabidopsis development.
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                Author and article information

                Contributors
                Journal
                Front Plant Sci
                Front Plant Sci
                Front. Plant Sci.
                Frontiers in Plant Science
                Frontiers Media S.A.
                1664-462X
                15 February 2017
                2017
                : 8
                : 206
                Affiliations
                [1] 1College of Agronomy and Biotechnology, Southwest University Chongqing, China
                [2] 2School of Management, Xihua University Chengdu, China
                [3] 3Oil Research Institute of Guizhou Province, Guizhou Academy of Agricultural Sciences Guiyang, China
                [4] 4College of Life Sciences, South China Agricultural University Guangzhou, China
                [5] 5Industrial Crops Institute, Yunnan Academy of Agricultural Sciences Kunming, China
                Author notes

                Edited by: Xiaowu Wang, Biotechnology Research Institute (CAAS), China

                Reviewed by: Zhongyun Piao, Shenyang Agricultural University, China; Jianjun Zhao, Agricultural University of Hebei, China

                *Correspondence: Kun Lu drlukun@ 123456swu.edu.cn

                This article was submitted to Plant Genetics and Genomics, a section of the journal Frontiers in Plant Science

                †These authors have contributed equally to this work.

                Article
                10.3389/fpls.2017.00206
                5309214
                28261256
                7465db0d-e450-4fcd-aa96-5134c669a0bc
                Copyright © 2017 Lu, Peng, Zhang, Lu, Yang, Xiao, Liang, Xu, Qu, Zhang, Liu, Zhu, Fu, Yuan and Li.

                This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

                History
                : 21 November 2016
                : 03 February 2017
                Page count
                Figures: 4, Tables: 3, Equations: 2, References: 80, Pages: 15, Words: 11023
                Funding
                Funded by: National Natural Science Foundation of China 10.13039/501100001809
                Award ID: U1302266
                Award ID: 31571701
                Award ID: 31360346
                Categories
                Plant Science
                Original Research

                Plant science & Botany
                brassica napus,yield-determining traits,genome-wide association study,transcriptome sequencing,candidate genes

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