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Metagenomics and the protein universe.
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The Sorcerer II Global Ocean Sampling expedition: expanding the universe of protein families.
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Probing metagenomics by rapid cluster analysis of very large datasets.
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Exploration of uncharted regions of the protein universe.
PLoS Biol. 2009 Sep;7(9):e1000205. doi: 10.1371/journal.pbio.1000205. Epub 2009 Sep 29.
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Unraveling the functional dark matter through global metagenomics.
Nature. 2023 Oct;622(7983):594-602. doi: 10.1038/s41586-023-06583-7. Epub 2023 Oct 11.
7
In silico approach to designing rational metagenomic libraries for functional studies.
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Strategies for metagenomic-guided whole-community proteomics of complex microbial environments.
PLoS One. 2011;6(11):e27173. doi: 10.1371/journal.pone.0027173. Epub 2011 Nov 23.

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The Impact of Metagenomics on Biocatalysis.
Angew Chem Int Ed Engl. 2024 May 21;63(21):e202402316. doi: 10.1002/anie.202402316. Epub 2024 Apr 3.
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A structural biology community assessment of AlphaFold2 applications.
Nat Struct Mol Biol. 2022 Nov;29(11):1056-1067. doi: 10.1038/s41594-022-00849-w. Epub 2022 Nov 7.
5
Toward a genetic system in the marine cyanobacterium .
Access Microbiol. 2020 Feb 19;2(4):acmi000107. doi: 10.1099/acmi.0.000107. eCollection 2020.
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Prediction of Enzyme Function Based on Three Parallel Deep CNN and Amino Acid Mutation.
Int J Mol Sci. 2019 Jun 11;20(11):2845. doi: 10.3390/ijms20112845.
7
Unique function words characterize genomic proteins.
Proc Natl Acad Sci U S A. 2018 Jun 26;115(26):6703-6708. doi: 10.1073/pnas.1801182115. Epub 2018 Jun 12.
8
Applications of sequence coevolution in membrane protein biochemistry.
Biochim Biophys Acta Biomembr. 2018 Apr;1860(4):895-908. doi: 10.1016/j.bbamem.2017.10.004. Epub 2017 Oct 7.

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2
Community cyberinfrastructure for Advanced Microbial Ecology Research and Analysis: the CAMERA resource.
Nucleic Acids Res. 2011 Jan;39(Database issue):D546-51. doi: 10.1093/nar/gkq1102. Epub 2010 Nov 2.
3
The JCSG high-throughput structural biology pipeline.
Acta Crystallogr Sect F Struct Biol Cryst Commun. 2010 Oct 1;66(Pt 10):1137-42. doi: 10.1107/S1744309110038212. Epub 2010 Sep 30.
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The bacterial pan-genome:a new paradigm in microbiology.
Int Microbiol. 2010 Jun;13(2):45-57. doi: 10.2436/20.1501.01.110.
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Sequencing delivers diminishing returns for homology detection: implications for mapping the protein universe.
Bioinformatics. 2010 Nov 1;26(21):2664-71. doi: 10.1093/bioinformatics/btq527. Epub 2010 Sep 15.
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Expansion of the protein repertoire in newly explored environments: human gut microbiome specific protein families.
PLoS Comput Biol. 2010 Jun 3;6(6):e1000798. doi: 10.1371/journal.pcbi.1000798.
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A human gut microbial gene catalogue established by metagenomic sequencing.
Nature. 2010 Mar 4;464(7285):59-65. doi: 10.1038/nature08821.
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The hunt for 8-oxoguanine deaminase.
J Am Chem Soc. 2010 Feb 17;132(6):1762-3. doi: 10.1021/ja909817d.
9
A phylogeny-driven genomic encyclopaedia of Bacteria and Archaea.
Nature. 2009 Dec 24;462(7276):1056-60. doi: 10.1038/nature08656.
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Mapping the tree of life: progress and prospects.
Microbiol Mol Biol Rev. 2009 Dec;73(4):565-76. doi: 10.1128/MMBR.00033-09.

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