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      Comparative analyses of American and Asian lotus genomes reveal insights into petal color, carpel thermogenesis and domestication

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          SUMMARY

          Nelumbo lutea (American lotus), which differs from Nelumbo nucifera (Asian lotus) morphologically, is one of the two remaining species in the basal eudicot family Nelumbonaceae. Here, we assembled the 843‐Mb genome of American lotus into eight pseudochromosomes containing 31 382 protein‐coding genes. Comparative analyses revealed conserved synteny without large chromosomal rearrangements between the genomes of American and Asian lotus and identified 29 533 structural variants (SVs). Carotenoid and anthocyanin pigments determine the yellow and red petal colors of American and Asian lotus, respectively. The structural genes encoding enzymes of the carotenoid and anthocyanin biosynthesis pathways were conserved between two species but differed in expression. We detected SVs caused by repetitive sequence expansion or contraction among the anthocyanin biosynthesis regulatory MYB genes. Further transient overexpression of candidate NnMYB5 induced anthocyanin accumulation in lotus petals. Alternative oxidase (AOX), uncoupling proteins (UCPs), and sugar metabolism and transportation contributed to carpel thermogenesis. Carpels produce heat with sugars transported from leaves as the main substrates, because there was weak tonoplast sugar transporter (TST) activity, and with SWEETs were highly expressed during thermogenesis. Cell proliferation‐related activities were particularly enhanced in the warmer carpels compared with stamens during the cold night before blooming, which suggested that thermogenesis plays an important role in flower protogyny. Population genomic analyses revealed deep divergence between American and Asian lotus, and independent domestication affecting seed, rhizome, and flower traits. Our findings provide a high‐quality reference genome of American lotus for exploring the genetic divergence and variation between two species and revealed possible genomic bases for petal color, carpel thermogenesis and domestication in lotus.

          Significance Statement

          A chromosome‐level genome assembly of American lotus was generated to examine the divergence of its genome from that of Asian lotus, and to reveal the genomic bases of petal color, carpel thermogenesis and domestication in these species.

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          Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2

          In comparative high-throughput sequencing assays, a fundamental task is the analysis of count data, such as read counts per gene in RNA-seq, for evidence of systematic changes across experimental conditions. Small replicate numbers, discreteness, large dynamic range and the presence of outliers require a suitable statistical approach. We present DESeq2, a method for differential analysis of count data, using shrinkage estimation for dispersions and fold changes to improve stability and interpretability of estimates. This enables a more quantitative analysis focused on the strength rather than the mere presence of differential expression. The DESeq2 package is available at http://www.bioconductor.org/packages/release/bioc/html/DESeq2.html. Electronic supplementary material The online version of this article (doi:10.1186/s13059-014-0550-8) contains supplementary material, which is available to authorized users.
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            Trimmomatic: a flexible trimmer for Illumina sequence data

            Motivation: Although many next-generation sequencing (NGS) read preprocessing tools already existed, we could not find any tool or combination of tools that met our requirements in terms of flexibility, correct handling of paired-end data and high performance. We have developed Trimmomatic as a more flexible and efficient preprocessing tool, which could correctly handle paired-end data. Results: The value of NGS read preprocessing is demonstrated for both reference-based and reference-free tasks. Trimmomatic is shown to produce output that is at least competitive with, and in many cases superior to, that produced by other tools, in all scenarios tested. Availability and implementation: Trimmomatic is licensed under GPL V3. It is cross-platform (Java 1.5+ required) and available at http://www.usadellab.org/cms/index.php?page=trimmomatic Contact: usadel@bio1.rwth-aachen.de Supplementary information: Supplementary data are available at Bioinformatics online.
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              clusterProfiler: an R package for comparing biological themes among gene clusters.

              Increasing quantitative data generated from transcriptomics and proteomics require integrative strategies for analysis. Here, we present an R package, clusterProfiler that automates the process of biological-term classification and the enrichment analysis of gene clusters. The analysis module and visualization module were combined into a reusable workflow. Currently, clusterProfiler supports three species, including humans, mice, and yeast. Methods provided in this package can be easily extended to other species and ontologies. The clusterProfiler package is released under Artistic-2.0 License within Bioconductor project. The source code and vignette are freely available at http://bioconductor.org/packages/release/bioc/html/clusterProfiler.html.
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                Author and article information

                Contributors
                rayming@illinois.edu
                yangmei815815@wbgcas.cn
                Journal
                Plant J
                Plant J
                10.1111/(ISSN)1365-313X
                TPJ
                The Plant Journal
                John Wiley and Sons Inc. (Hoboken )
                0960-7412
                1365-313X
                19 April 2022
                June 2022
                : 110
                : 5 ( doiID: 10.1111/tpj.v110.5 )
                : 1498-1515
                Affiliations
                [ 1 ] Center for Genomics and Biotechnology, Fujian Provincial Key Laboratory of Haixia Applied Plant Systems Biology, Key Laboratory of Genetics, Breeding and Multiple Utilization of Corps Ministry of Education, Fujian Agriculture and Forestry University Fuzhou 350002 Fujian China
                [ 2 ] Key Laboratory of Plant Germplasm Enhancement and Specialty Agriculture Wuhan Botanical Garden, Chinese Academy of Sciences Wuhan 430074 China
                [ 3 ] Center of Economic Botany Core Botanical Gardens, Chinese Academy of Sciences Wuhan 430074 China
                [ 4 ] Virginia Cooperative of Extension Virginia Polytechnic Institute and State University Blacksburg VA 24061 USA
                [ 5 ] Department of Plant Biology University of Illinois at Urbana‐Champaign Urbana IL 61801 USA
                Author notes
                [*] [* ]For correspondence (e‐mails yangmei815815@ 123456wbgcas.cn or rayming@ 123456illinois.edu ).
                [ † ]

                These authors contributed equally to this work.

                Author information
                https://orcid.org/0000-0002-8074-2076
                https://orcid.org/0000-0002-3629-6371
                Article
                TPJ15753 TPJ-00150-2022.R1
                10.1111/tpj.15753
                9325450
                35362164
                19c06c13-6dc2-47da-9a00-ec25b71f835a
                © 2022 The Authors. The Plant Journal published by Society for Experimental Biology and John Wiley & Sons Ltd.

                This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.

                History
                : 25 March 2022
                : 29 January 2022
                : 29 March 2022
                Page count
                Figures: 6, Tables: 0, Pages: 1515, Words: 14868
                Funding
                Funded by: Biological Resources Program CAS
                Award ID: KFJ‐BRP‐007‐009
                Funded by: Key Research Program of Frontier Science CAS
                Award ID: QYZDB‐SSW‐SMC017
                Funded by: National Natural Science Foundation of China , doi 10.13039/501100001809;
                Award ID: 31772353
                Award ID: 31872136
                Funded by: startup Fund from Fujian Agriculture and Forestry University
                Award ID: KFJ‐BRP‐007‐009
                Categories
                Original Article
                Original Articles
                Custom metadata
                2.0
                June 2022
                Converter:WILEY_ML3GV2_TO_JATSPMC version:6.1.7 mode:remove_FC converted:26.07.2022

                Plant science & Botany
                lotus,genome sequencing,genetic divergence,petal color,carpel thermogenesis,domestication

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