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      Differential gene expression during substrate probing in larvae of the Caribbean coral Porites astreoides

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          Abstract

          The transition from larva to adult is a critical step in the life history strategy of most marine animals. However, the genetic basis of this life history change remains poorly understood in many taxa, including most coral species. Recent evidence suggests that coral planula larvae undergo significant changes at the physiological and molecular levels throughout the development. To investigate this, we characterized differential gene expression (DGE) during the transition from planula to adult polyp in the abundant Caribbean reef‐building coral Porites astreoides, that is from nonprobing to actively substrate‐probing larva, a stage required for colony initiation. This period is crucial for the coral, because it demonstrates preparedness to locate appropriate substrata for settlement based on vital environmental cues. Through RNA‐Seq, we identified 860 differentially expressed holobiont genes between probing and nonprobing larvae ( p ≤ .01), the majority of which were upregulated in probing larvae. Surprisingly, differentially expressed genes of endosymbiotic dinoflagellate origin greatly outnumbered coral genes, compared with a nearly 1:1 ratio of coral‐to‐dinoflagellate gene representation in the holobiont transcriptome. This unanticipated result suggests that dinoflagellate endosymbionts may play a significant role in the transition from nonprobing to probing behaviour in dinoflagellate‐rich larvae. Putative holobiont genes were largely involved in protein and nucleotide binding, metabolism and transport. Genes were also linked to environmental sensing and response and integral signalling pathways. Our results thus provide detailed insight into molecular changes prior to larval settlement and highlight the complex physiological and biochemical changes that occur in early transition stages from pelagic to benthic stages in corals, and perhaps more importantly, in their endosymbionts.

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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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            Streaming fragment assignment for real-time analysis of sequencing experiments

            We present eXpress, a software package for highly efficient probabilistic assignment of ambiguously mapping sequenced fragments. eXpress uses a streaming algorithm with linear run time and constant memory use. It can determine abundances of sequenced molecules in real time, and can be applied to ChIP-seq, metagenomics and other large-scale sequencing data. We demonstrate its use on RNA-seq data, showing greater efficiency than other quantification methods.
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              Hsp90 as a capacitor of phenotypic variation.

              Heat-shock protein 90 (Hsp90) chaperones the maturation of many regulatory proteins and, in the fruitfly Drosophila melanogaster, buffers genetic variation in morphogenetic pathways. Levels and patterns of genetic variation differ greatly between obligatorily outbreeding species such as fruitflies and self-fertilizing species such as the plant Arabidopsis thaliana. Also, plant development is more plastic, being coupled to environmental cues. Here we report that, in Arabidopsis accessions and recombinant inbred lines, reducing Hsp90 function produces an array of morphological phenotypes, which are dependent on underlying genetic variation. The strength and breadth of Hsp90's effects on the buffering and release of genetic variation suggests it may have an impact on evolutionary processes. We also show that Hsp90 influences morphogenetic responses to environmental cues and buffers normal development from destabilizing effects of stochastic processes. Manipulating Hsp90's buffering capacity offers a tool for harnessing cryptic genetic variation and for elucidating the interplay between genotypes, environments and stochastic events in the determination of phenotype.
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                Author and article information

                Contributors
                dcombosch@gmail.com
                Journal
                Mol Ecol
                Mol. Ecol
                10.1111/(ISSN)1365-294X
                MEC
                Molecular Ecology
                John Wiley and Sons Inc. (Hoboken )
                0962-1083
                1365-294X
                29 October 2019
                November 2019
                : 28
                : 22 ( doiID: 10.1111/mec.v28.22 )
                : 4899-4913
                Affiliations
                [ 1 ] Department of Organismic and Evolutionary Biology Museum of Comparative Zoology Harvard University Cambridge MA USA
                [ 2 ] Department of Biology Hopkins Marine Station Stanford University Pacific Grove CA USA
                [ 3 ] Smithsonian Marine Station Ft. Pierce FL USA
                [ 4 ] Marine Laboratory University of Guam Mangilao GU USA
                [ 5 ]Present address: Institute of Evolutionary Biology CSIC‐Universitat Pompeu Fabra Barcelona Spain
                Author notes
                [*] [* ] Correspondence

                David J. Combosch, Marine Laboratory, University of Guam, 303 University Drive, Mangilao, Guam 96923, USA.

                Email: dcombosch@ 123456gmail.com

                Author information
                https://orcid.org/0000-0002-6314-0436
                https://orcid.org/0000-0002-5467-8429
                https://orcid.org/0000-0001-7004-7435
                Article
                MEC15265
                10.1111/mec.15265
                6900098
                31596993
                5f7ee279-749e-43cd-86b1-fc4bd1319612
                © 2019 The Authors. Molecular Ecology published by John Wiley & Sons Ltd

                This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes.

                History
                : 29 June 2018
                : 03 October 2019
                : 04 October 2019
                Page count
                Figures: 3, Tables: 0, Pages: 15, Words: 12805
                Funding
                Funded by: Mote Marine Laboratory
                Funded by: Smithsonian Institution , open-funder-registry 10.13039/100000014;
                Funded by: Faculty of Arts and Sciences, Harvard University
                Funded by: Museum of Comparative Zoology, Harvard University , open-funder-registry 10.13039/100010952;
                Categories
                Original Article
                ORIGINAL ARTICLES
                Population and Conservation Genetics
                Custom metadata
                2.0
                November 2019
                Converter:WILEY_ML3GV2_TO_JATSPMC version:5.7.2 mode:remove_FC converted:05.12.2019

                Ecology
                coral,gene expression,holobiont,larval development,porites astreoides,substrate probing
                Ecology
                coral, gene expression, holobiont, larval development, porites astreoides, substrate probing

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