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      A high-quality genome assembly of quinoa provides insights into the molecular basis of salt bladder-based salinity tolerance and the exceptional nutritional value

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          Abstract

          Chenopodium quinoa is a halophytic pseudocereal crop that is being cultivated in an ever-growing number of countries. Because quinoa is highly resistant to multiple abiotic stresses and its seed has a better nutritional value than any other major cereals, it is regarded as a future crop to ensure global food security. We generated a high-quality genome draft using an inbred line of the quinoa cultivar Real. The quinoa genome experienced one recent genome duplication about 4.3 million years ago, likely reflecting the genome fusion of two Chenopodium parents, in addition to the γ paleohexaploidization reported for most eudicots. The genome is highly repetitive (64.5% repeat content) and contains 54 438 protein-coding genes and 192 microRNA genes, with more than 99.3% having orthologous genes from glycophylic species. Stress tolerance in quinoa is associated with the expansion of genes involved in ion and nutrient transport, ABA homeostasis and signaling, and enhanced basal-level ABA responses. Epidermal salt bladder cells exhibit similar characteristics as trichomes, with a significantly higher expression of genes related to energy import and ABA biosynthesis compared with the leaf lamina. The quinoa genome sequence provides insights into its exceptional nutritional value and the evolution of halophytes, enabling the identification of genes involved in salinity tolerance, and providing the basis for molecular breeding in quinoa.

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          Most cited references37

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          featureCounts: An efficient general-purpose program for assigning sequence reads to genomic features

          , , (2013)
          Next-generation sequencing technologies generate millions of short sequence reads, which are usually aligned to a reference genome. In many applications, the key information required for downstream analysis is the number of reads mapping to each genomic feature, for example to each exon or each gene. The process of counting reads is called read summarization. Read summarization is required for a great variety of genomic analyses but has so far received relatively little attention in the literature. We present featureCounts, a read summarization program suitable for counting reads generated from either RNA or genomic DNA sequencing experiments. featureCounts implements highly efficient chromosome hashing and feature blocking techniques. It is considerably faster than existing methods (by an order of magnitude for gene-level summarization) and requires far less computer memory. It works with either single or paired-end reads and provides a wide range of options appropriate for different sequencing applications. featureCounts is available under GNU General Public License as part of the Subread (http://subread.sourceforge.net) or Rsubread (http://www.bioconductor.org) software packages.
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            Plant salt tolerance

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              Synteny and collinearity in plant genomes.

              Correlated gene arrangements among taxa provide a valuable framework for inference of shared ancestry of genes and for the utilization of findings from model organisms to study less-well-understood systems. In angiosperms, comparisons of gene arrangements are complicated by recurring polyploidy and extensive genome rearrangement. New genome sequences and improved analytical approaches are clarifying angiosperm evolution and revealing patterns of differential gene loss after genome duplication and differential gene retention associated with evolution of some morphological complexity. Because of variability in DNA substitution rates among taxa and genes, deviation from collinearity might be a more reliable phylogenetic character.
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                Author and article information

                Journal
                Cell Res
                Cell Res
                Cell Research
                Nature Publishing Group
                1001-0602
                1748-7838
                November 2017
                10 October 2017
                1 November 2017
                : 27
                : 11
                : 1327-1340
                Affiliations
                [1 ]Shanghai Center for Plant Stress Biology, CAS Center for Excellence in Molecular Plant Sciences , 3888 Chenhua Rd, Shanghai 201602, China;
                [2 ]Julius-von-Sachs-Institut für Biowissenschaften, Biozentrum, University of Würzburg , D-97082 Würzburg, Germany;
                [3 ]Plant Genome and Systems Biology, Helmholtz Center Munich , D-85764 Neuherberg, Germany;
                [4 ]1gene Corporation , 88 Jucai Road, Hangzhou, Zhejiang 310050, China;
                [5 ]Shanxi Jiaqi Quinoa Development Co. Ltd. , Quinoa Industrial Park, Pinglu District, Shuozhou, Shanxi 038600, China;
                [6 ]Key Laboratory of Plant Stress Research, Shandong Normal University , No. 88 Wenhua East Rd, Jinan, Shandong 250014, China;
                [7 ]School of Land and Food, University of Tasmania , Hobart, TAS 7001, Australia;
                [8 ]Department of Horticulture and Landscape Architecture, Purdue University , West Lafayette, IN 47907, USA
                Author notes
                Article
                cr2017124
                10.1038/cr.2017.124
                5674158
                28994416
                204ce6df-968a-4030-9181-5cceaa8167e8
                Copyright © 2017 The Author(s)

                This work is licensed under a Creative Commons Attribution 4.0 Unported License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/

                History
                : 25 January 2017
                : 25 April 2017
                : 24 August 2017
                Categories
                Original Article

                Cell biology
                quinoa,genome,halophyte,epidermal bladder cell
                Cell biology
                quinoa, genome, halophyte, epidermal bladder cell

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