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      Bioinformatic Analyses of Unique (Orphan) Core Genes of the Genus Acidithiobacillus: Functional Inferences and Use As Molecular Probes for Genomic and Metagenomic/Transcriptomic Interrogation

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          Abstract

          Using phylogenomic and gene compositional analyses, five highly conserved gene families have been detected in the core genome of the phylogenetically coherent genus Acidithiobacillus of the class Acidithiobacillia. These core gene families are absent in the closest extant genus Thermithiobacillus tepidarius that subtends the Acidithiobacillus genus and roots the deepest in this class. The predicted proteins encoded by these core gene families are not detected by a BLAST search in the NCBI non-redundant database of more than 90 million proteins using a relaxed cut-off of 1.0e −5. None of the five families has a clear functional prediction. However, bioinformatic scrutiny, using pI prediction, motif/domain searches, cellular location predictions, genomic context analyses, and chromosome topology studies together with previously published transcriptomic and proteomic data, suggests that some may have functions associated with membrane remodeling during cell division perhaps in response to pH stress. Despite the high level of amino acid sequence conservation within each family, there is sufficient nucleotide variation of the respective genes to permit the use of the DNA sequences to distinguish different species of Acidithiobacillus, making them useful additions to the armamentarium of tools for phylogenetic analysis. Since the protein families are unique to the Acidithiobacillus genus, they can also be leveraged as probes to detect the genus in environmental metagenomes and metatranscriptomes, including industrial biomining operations, and acid mine drainage (AMD).

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          Most cited references73

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          MRBAYES: Bayesian inference of phylogenetic trees.

          The program MRBAYES performs Bayesian inference of phylogeny using a variant of Markov chain Monte Carlo. MRBAYES, including the source code, documentation, sample data files, and an executable, is available at http://brahms.biology.rochester.edu/software.html.
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            Profile hidden Markov models.

            S. Eddy (1998)
            The recent literature on profile hidden Markov model (profile HMM) methods and software is reviewed. Profile HMMs turn a multiple sequence alignment into a position-specific scoring system suitable for searching databases for remotely homologous sequences. Profile HMM analyses complement standard pairwise comparison methods for large-scale sequence analysis. Several software implementations and two large libraries of profile HMMs of common protein domains are available. HMM methods performed comparably to threading methods in the CASP2 structure prediction exercise.
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              Community structure and metabolism through reconstruction of microbial genomes from the environment.

              Microbial communities are vital in the functioning of all ecosystems; however, most microorganisms are uncultivated, and their roles in natural systems are unclear. Here, using random shotgun sequencing of DNA from a natural acidophilic biofilm, we report reconstruction of near-complete genomes of Leptospirillum group II and Ferroplasma type II, and partial recovery of three other genomes. This was possible because the biofilm was dominated by a small number of species populations and the frequency of genomic rearrangements and gene insertions or deletions was relatively low. Because each sequence read came from a different individual, we could determine that single-nucleotide polymorphisms are the predominant form of heterogeneity at the strain level. The Leptospirillum group II genome had remarkably few nucleotide polymorphisms, despite the existence of low-abundance variants. The Ferroplasma type II genome seems to be a composite from three ancestral strains that have undergone homologous recombination to form a large population of mosaic genomes. Analysis of the gene complement for each organism revealed the pathways for carbon and nitrogen fixation and energy generation, and provided insights into survival strategies in an extreme environment.
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                Author and article information

                Contributors
                Journal
                Front Microbiol
                Front Microbiol
                Front. Microbiol.
                Frontiers in Microbiology
                Frontiers Media S.A.
                1664-302X
                27 December 2016
                2016
                : 7
                : 2035
                Affiliations
                [1] 1Center for Bioinformatics and Genome Biology, Fundación Ciencia & Vida Santiago, Chile
                [2] 2Facultad de Ciencias Biologicas, Universidad Andres Bello Santiago, Chile
                [3] 3Center for Genomics and Bioinformatics, Faculty of Sciences, Universidad Mayor Santiago, Chile
                Author notes

                Edited by: Axel Schippers, Federal Institute for Geosciences and Natural Resources, Germany

                Reviewed by: Zheng Wang, Yale University, USA; Jeannette Marrero-Coto, Leibniz University of Hanover, Germany

                *Correspondence: Jorge Valdés jorge.valdes@ 123456gmail.com

                This article was submitted to Extreme Microbiology, a section of the journal Frontiers in Microbiology

                †These authors have contributed equally to this work.

                Article
                10.3389/fmicb.2016.02035
                5186765
                840a3388-ae17-4b64-90f3-a8e4e5e68f6c
                Copyright © 2016 González, Lazcano, Valdés and Holmes.

                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
                : 10 October 2016
                : 02 December 2016
                Page count
                Figures: 8, Tables: 4, Equations: 0, References: 111, Pages: 19, Words: 11553
                Funding
                Funded by: Fondo Nacional de Desarrollo Científico y Tecnológico 10.13039/501100002850
                Award ID: 1130683
                Funded by: Comisión Nacional de Investigación Científica y Tecnológica 10.13039/501100002848
                Award ID: CCTEPFB16
                Funded by: FIDUM
                Award ID: O1101002
                Categories
                Microbiology
                Original Research

                Microbiology & Virology
                acidithiobacillus,thermithiobacillus,extreme acidophile,orphan (orfan) genes,horizontal gene transfer (hgt),biomining bioleaching and acid mine drainage (amd),acid resistance,metagenome and metatranscriptome

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