Clades of huge phages from across Earth’s ecosystems
Abstract
Bacteriophages typically have small genomes and depend on their bacterial hosts for replication. Here we sequenced DNA from diverse ecosystems and found hundreds of phage genomes with lengths of more than 200 kilobases (kb), including a genome of 735 kb, which is—to our knowledge—the largest phage genome to be described to date. Thirty-five genomes were manually curated to completion (circular and no gaps). Expanded genetic repertoires include diverse and previously undescribed CRISPR–Cas systems, transfer RNAs (tRNAs), tRNA synthetases, tRNA-modification enzymes, translation-initiation and elongation factors, and ribosomal proteins. The CRISPR–Cas systems of phages have the capacity to silence host transcription factors and translational genes, potentially as part of a larger interaction network that intercepts translation to redirect biosynthesis to phage-encoded functions. In addition, some phages may repurpose bacterial CRISPR–Cas systems to eliminate competing phages. We phylogenetically define the major clades of huge phages from human and other animal microbiomes, as well as from oceans, lakes, sediments, soils and the built environment. We conclude that the large gene inventories of huge phages reflect a conserved biological strategy, and that the phages are distributed across a broad bacterial host range and across Earth’s ecosystems.
- Authors:
-
more »
- Univ. of California, Berkeley, CA (United States). Innovative Genomics Inst.
- Technical Univ. of Denmark, Lyngby (Denmark). National Food Inst.
- Univ. of California, Berkeley, CA (United States)
- Japan Atomic Energy Agency (JAEA), Tokai-mura (Japan). Nuclear Fuel Cycle Engineering Lab.
- Stanford Univ., CA (United States). Dept. of Microbiology & Immunology
- Colorado State Univ., Fort Collins, CO (United States). Dept. of Soil and Crop Sciences
- Univ. of Toronto, ON (Canada). Dept. of Civil and Mineral Engineering
- USDOE Joint Genome Institute (JGI), Berkeley, CA (United States)
- Sun Yat-Sen Univ., Guangzhou (China)
- Univ. of Cape Town (South Africa). Centre for Bioprocess Engineering Research
- Univ. of Pittsburgh, PA (United States)
- Univ. Clermont Auvergne, CNRS, Clermont-Ferrand (France). Lab. Microorganismes: Génome et Environnement
- Univ. College London, London (United Kingdom). Inst. of Structural and Molecular Biology
- Univ. of California, Berkeley, CA (United States). Innovative Genomics Inst.; Univ. of Melbourne, Melbourne, VIC (Australia)
- Publication Date:
- Research Org.:
- Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Biological and Environmental Research (BER). Biological Systems Science Division; National Institutes of Health (NIH); National Science Foundation (NSF); Alfred P. Sloan Foundation; Paul Allen Foundation Frontiers Group; Innovative Genomics Institute; Novo Nordisk Foundation; German Science Foundation; National Research Foundation of South Africa
- OSTI Identifier:
- 1609112
- Grant/Contract Number:
- AC02-05CH11231; APSF-2012-10-05; 1349278; GRT00048468; 1342701; CHE-1740549
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Nature (London)
- Additional Journal Information:
- Journal Name: Nature (London); Journal Volume: 578; Journal Issue: 7795; Journal ID: ISSN 0028-0836
- Publisher:
- Nature Publishing Group
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 59 BASIC BIOLOGICAL SCIENCES
Citation Formats
Al-Shayeb, Basem, Sachdeva, Rohan, Chen, Lin-Xing, Ward, Fred, Munk, Patrick, Devoto, Audra, Castelle, Cindy J., Olm, Matthew R., Bouma-Gregson, Keith, Amano, Yuki, He, Christine, Méheust, Raphaël, Brooks, Brandon, Thomas, Alex, Lavy, Adi, Matheus-Carnevali, Paula, Sun, Christine, Goltsman, Daniela S. A., Borton, Mikayla A., Sharrar, Allison, Jaffe, Alexander L., Nelson, Tara C., Kantor, Rose, Keren, Ray, Lane, Katherine R., Farag, Ibrahim F., Lei, Shufei, Finstad, Kari, Amundson, Ronald, Anantharaman, Karthik, Zhou, Jinglie, Probst, Alexander J., Power, Mary E., Tringe, Susannah G., Li, Wen-Jun, Wrighton, Kelly, Harrison, Sue, Morowitz, Michael, Relman, David A., Doudna, Jennifer A., Lehours, Anne-Catherine, Warren, Lesley, Cate, Jamie H. D., Santini, Joanne M., and Banfield, Jillian F. Clades of huge phages from across Earth’s ecosystems. United States: N. p., 2020.
Web. doi:10.1038/s41586-020-2007-4.
Al-Shayeb, Basem, Sachdeva, Rohan, Chen, Lin-Xing, Ward, Fred, Munk, Patrick, Devoto, Audra, Castelle, Cindy J., Olm, Matthew R., Bouma-Gregson, Keith, Amano, Yuki, He, Christine, Méheust, Raphaël, Brooks, Brandon, Thomas, Alex, Lavy, Adi, Matheus-Carnevali, Paula, Sun, Christine, Goltsman, Daniela S. A., Borton, Mikayla A., Sharrar, Allison, Jaffe, Alexander L., Nelson, Tara C., Kantor, Rose, Keren, Ray, Lane, Katherine R., Farag, Ibrahim F., Lei, Shufei, Finstad, Kari, Amundson, Ronald, Anantharaman, Karthik, Zhou, Jinglie, Probst, Alexander J., Power, Mary E., Tringe, Susannah G., Li, Wen-Jun, Wrighton, Kelly, Harrison, Sue, Morowitz, Michael, Relman, David A., Doudna, Jennifer A., Lehours, Anne-Catherine, Warren, Lesley, Cate, Jamie H. D., Santini, Joanne M., & Banfield, Jillian F. Clades of huge phages from across Earth’s ecosystems. United States. https://doi.org/10.1038/s41586-020-2007-4
Al-Shayeb, Basem, Sachdeva, Rohan, Chen, Lin-Xing, Ward, Fred, Munk, Patrick, Devoto, Audra, Castelle, Cindy J., Olm, Matthew R., Bouma-Gregson, Keith, Amano, Yuki, He, Christine, Méheust, Raphaël, Brooks, Brandon, Thomas, Alex, Lavy, Adi, Matheus-Carnevali, Paula, Sun, Christine, Goltsman, Daniela S. A., Borton, Mikayla A., Sharrar, Allison, Jaffe, Alexander L., Nelson, Tara C., Kantor, Rose, Keren, Ray, Lane, Katherine R., Farag, Ibrahim F., Lei, Shufei, Finstad, Kari, Amundson, Ronald, Anantharaman, Karthik, Zhou, Jinglie, Probst, Alexander J., Power, Mary E., Tringe, Susannah G., Li, Wen-Jun, Wrighton, Kelly, Harrison, Sue, Morowitz, Michael, Relman, David A., Doudna, Jennifer A., Lehours, Anne-Catherine, Warren, Lesley, Cate, Jamie H. D., Santini, Joanne M., and Banfield, Jillian F. Wed .
"Clades of huge phages from across Earth’s ecosystems". United States. https://doi.org/10.1038/s41586-020-2007-4. https://www.osti.gov/servlets/purl/1609112.
@article{osti_1609112,
title = {Clades of huge phages from across Earth’s ecosystems},
author = {Al-Shayeb, Basem and Sachdeva, Rohan and Chen, Lin-Xing and Ward, Fred and Munk, Patrick and Devoto, Audra and Castelle, Cindy J. and Olm, Matthew R. and Bouma-Gregson, Keith and Amano, Yuki and He, Christine and Méheust, Raphaël and Brooks, Brandon and Thomas, Alex and Lavy, Adi and Matheus-Carnevali, Paula and Sun, Christine and Goltsman, Daniela S. A. and Borton, Mikayla A. and Sharrar, Allison and Jaffe, Alexander L. and Nelson, Tara C. and Kantor, Rose and Keren, Ray and Lane, Katherine R. and Farag, Ibrahim F. and Lei, Shufei and Finstad, Kari and Amundson, Ronald and Anantharaman, Karthik and Zhou, Jinglie and Probst, Alexander J. and Power, Mary E. and Tringe, Susannah G. and Li, Wen-Jun and Wrighton, Kelly and Harrison, Sue and Morowitz, Michael and Relman, David A. and Doudna, Jennifer A. and Lehours, Anne-Catherine and Warren, Lesley and Cate, Jamie H. D. and Santini, Joanne M. and Banfield, Jillian F.},
abstractNote = {Bacteriophages typically have small genomes and depend on their bacterial hosts for replication. Here we sequenced DNA from diverse ecosystems and found hundreds of phage genomes with lengths of more than 200 kilobases (kb), including a genome of 735 kb, which is—to our knowledge—the largest phage genome to be described to date. Thirty-five genomes were manually curated to completion (circular and no gaps). Expanded genetic repertoires include diverse and previously undescribed CRISPR–Cas systems, transfer RNAs (tRNAs), tRNA synthetases, tRNA-modification enzymes, translation-initiation and elongation factors, and ribosomal proteins. The CRISPR–Cas systems of phages have the capacity to silence host transcription factors and translational genes, potentially as part of a larger interaction network that intercepts translation to redirect biosynthesis to phage-encoded functions. In addition, some phages may repurpose bacterial CRISPR–Cas systems to eliminate competing phages. We phylogenetically define the major clades of huge phages from human and other animal microbiomes, as well as from oceans, lakes, sediments, soils and the built environment. We conclude that the large gene inventories of huge phages reflect a conserved biological strategy, and that the phages are distributed across a broad bacterial host range and across Earth’s ecosystems.},
doi = {10.1038/s41586-020-2007-4},
journal = {Nature (London)},
number = 7795,
volume = 578,
place = {United States},
year = {Wed Feb 12 00:00:00 EST 2020},
month = {Wed Feb 12 00:00:00 EST 2020}
}
Web of Science
Figures / Tables:
Works referenced in this record:
An updated evolutionary classification of CRISPR–Cas systems
journal, September 2015
- Makarova, Kira S.; Wolf, Yuri I.; Alkhnbashi, Omer S.
- Nature Reviews Microbiology, Vol. 13, Issue 11, p. 722-736
A multi-objective optimization approach accurately resolves protein domain architectures
journal, October 2015
- Bernardes, J. S.; Vieira, F. R. J.; Zaverucha, G.
- Bioinformatics, Vol. 32, Issue 3
Assembly of a nucleus-like structure during viral replication in bacteria
journal, January 2017
- Chaikeeratisak, Vorrapon; Nguyen, Katrina; Khanna, Kanika
- Science, Vol. 355, Issue 6321
The 160-Kilobase Genome of the Bacterial Endosymbiont Carsonella
journal, October 2006
- Nakabachi, A.; Yamashita, A.; Toh, H.
- Science, Vol. 314, Issue 5797
Diversity and evolution of class 2 CRISPR–Cas systems
journal, January 2017
- Shmakov, Sergey; Smargon, Aaron; Scott, David
- Nature Reviews Microbiology, Vol. 15, Issue 3
A Holistic Approach to Marine Eco-Systems Biology
journal, October 2011
- Karsenti, Eric; Acinas, Silvia G.; Bork, Peer
- PLoS Biology, Vol. 9, Issue 10
Host-linked soil viral ecology along a permafrost thaw gradient
journal, July 2018
- Emerson, Joanne B.; Roux, Simon; Brum, Jennifer R.
- Nature Microbiology, Vol. 3, Issue 8
Repurposing endogenous type I CRISPR-Cas systems for programmable gene repression
journal, October 2014
- Luo, Michelle L.; Mullis, Adam S.; Leenay, Ryan T.
- Nucleic Acids Research, Vol. 43, Issue 1
The universal ancestor
journal, June 1998
- Woese, C.
- Proceedings of the National Academy of Sciences, Vol. 95, Issue 12
Polinton-like viruses are abundant in aquatic ecosystems
journal, January 2021
- Bellas, Christopher M.; Sommaruga, Ruben
- Microbiome, Vol. 9, Issue 1
ARAGORN, a program to detect tRNA genes and tmRNA genes in nucleotide sequences
journal, January 2004
- Laslett, Dean; Canback, Bjorn
- Nucleic Acids Research, Vol. 32, Issue 1, p. 11-16
Phage puppet masters of the marine microbial realm
journal, June 2018
- Breitbart, Mya; Bonnain, Chelsea; Malki, Kema
- Nature Microbiology, Vol. 3, Issue 7
Stop codon reassignments in the wild
journal, May 2014
- Ivanova, N. N.; Schwientek, P.; Tripp, H. J.
- Science, Vol. 344, Issue 6186, p. 909-913
Improved microbial gene identification with GLIMMER
journal, December 1999
- Delcher, A.
- Nucleic Acids Research, Vol. 27, Issue 23
Metagenomics and the Human Virome in Asymptomatic Individuals
journal, September 2016
- Rascovan, Nicolás; Duraisamy, Raja; Desnues, Christelle
- Annual Review of Microbiology, Vol. 70, Issue 1
Mauve: Multiple Alignment of Conserved Genomic Sequence With Rearrangements
journal, June 2004
- Darling, A. C. E.
- Genome Research, Vol. 14, Issue 7
Megaphages infect Prevotella and variants are widespread in gut microbiomes
journal, January 2019
- Devoto, Audra E.; Santini, Joanne M.; Olm, Matthew R.
- Nature Microbiology, Vol. 4, Issue 4
Functionally diverse type V CRISPR-Cas systems
journal, December 2018
- Yan, Winston X.; Hunnewell, Pratyusha; Alfonse, Lauren E.
- Science, Vol. 363, Issue 6422
Bacteriophage-mediated spread of bacterial virulence genes
journal, February 2015
- Penadés, José R.; Chen, John; Quiles-Puchalt, Nuria
- Current Opinion in Microbiology, Vol. 23
TIGRFAMs and Genome Properties in 2013
journal, November 2012
- Haft, Daniel H.; Selengut, Jeremy D.; Richter, Roland A.
- Nucleic Acids Research, Vol. 41, Issue D1
SignalP 4.0: discriminating signal peptides from transmembrane regions
journal, September 2011
- Petersen, Thomas Nordahl; Brunak, Søren; von Heijne, Gunnar
- Nature Methods, Vol. 8, Issue 10
The Phage Nucleus and Tubulin Spindle Are Conserved among Large Pseudomonas Phages
journal, August 2017
- Chaikeeratisak, Vorrapon; Nguyen, Katrina; Egan, MacKennon E.
- Cell Reports, Vol. 20, Issue 7
tRNAscan-SE: A Program for Improved Detection of Transfer RNA Genes in Genomic Sequence
journal, March 1997
- Lowe, Todd M.; Eddy, Sean R.
- Nucleic Acids Research, Vol. 25, Issue 5
Detection of Bacteriophage Particles Containing Antibiotic Resistance Genes in the Sputum of Cystic Fibrosis Patients
journal, May 2018
- Brown-Jaque, Maryury; Rodriguez Oyarzun, Lirain; Cornejo-Sánchez, Thais
- Frontiers in Microbiology, Vol. 9
MMseqs software suite for fast and deep clustering and searching of large protein sequence sets
journal, January 2016
- Hauser, Maria; Steinegger, Martin; Söding, Johannes
- Bioinformatics, Vol. 32, Issue 9
The Function of Ribosomal Protein S21 in Protein Synthesis
journal, September 1981
- Duin, Jan; Wijnands, Robert
- European Journal of Biochemistry, Vol. 118, Issue 3
Ribosomal protein S1 is required for translation of most, if not all, natural mRNAs in Escherichia coli in vivo
journal, July 1998
- Sørensen, Michael A.; Fricke, Jens; Pedersen, Steen
- Journal of Molecular Biology, Vol. 280, Issue 4
metaSPAdes: a new versatile metagenomic assembler
journal, March 2017
- Nurk, Sergey; Meleshko, Dmitry; Korobeynikov, Anton
- Genome Research, Vol. 27, Issue 5
Ecogenomics and potential biogeochemical impacts of globally abundant ocean viruses
journal, September 2016
- Roux, Simon; Brum, Jennifer R.; Dutilh, Bas E.
- Nature, Vol. 537, Issue 7622
tRNAscan-SE: A Program for Improved Detection of Transfer RNA Genes in Genomic Sequence
journal, March 1997
- Lowe, Todd M.; Eddy, Sean R.
- Nucleic Acids Research, Vol. 25, Issue 5
A bacteriophage nucleus-like compartment shields DNA from CRISPR nucleases
journal, December 2019
- Mendoza, Senén D.; Nieweglowska, Eliza S.; Govindarajan, Sutharsan
- Nature, Vol. 577, Issue 7789
FACIL: Fast and Accurate Genetic Code Inference and Logo
journal, June 2011
- Dutilh, Bas E.; Jurgelenaite, Rasa; Szklarczyk, Radek
- Bioinformatics, Vol. 27, Issue 14
Discovery and Functional Characterization of Diverse Class 2 CRISPR-Cas Systems
journal, November 2015
- Shmakov, Sergey; Abudayyeh, Omar O.; Makarova, Kira S.
- Molecular Cell, Vol. 60, Issue 3, p. 385-397
PSORTdb: expanding the bacteria and archaea protein subcellular localization database to better reflect diversity in cell envelope structures
journal, November 2015
- Peabody, Michael A.; Laird, Matthew R.; Vlasschaert, Caitlyn
- Nucleic Acids Research, Vol. 44, Issue D1
Biosynthetic capacity, metabolic variety and unusual biology in the CPR and DPANN radiations
journal, September 2018
- Castelle, Cindy J.; Brown, Christopher T.; Anantharaman, Karthik
- Nature Reviews Microbiology, Vol. 16, Issue 10
On the global CRISPR array behavior in class I systems
journal, August 2017
- Toms, Alice; Barrangou, Rodolphe
- Biology Direct, Vol. 12, Issue 1
UCSF Chimera?A visualization system for exploratory research and analysis
journal, January 2004
- Pettersen, Eric F.; Goddard, Thomas D.; Huang, Conrad C.
- Journal of Computational Chemistry, Vol. 25, Issue 13
Fast and sensitive protein alignment using DIAMOND
journal, November 2014
- Buchfink, Benjamin; Xie, Chao; Huson, Daniel H.
- Nature Methods, Vol. 12, Issue 1
Structure and function of a cyanophage-encoded peptide deformylase
journal, February 2013
- Frank, Jeremy A.; Lorimer, Don; Youle, Merry
- The ISME Journal, Vol. 7, Issue 6
MAFFT Multiple Sequence Alignment Software Version 7: Improvements in Performance and Usability
journal, January 2013
- Katoh, K.; Standley, D. M.
- Molecular Biology and Evolution, Vol. 30, Issue 4
Search and clustering orders of magnitude faster than BLAST
journal, August 2010
- Edgar, Robert C.
- Bioinformatics, Vol. 26, Issue 19, p. 2460-2461
IQ-TREE: A Fast and Effective Stochastic Algorithm for Estimating Maximum-Likelihood Phylogenies
journal, November 2014
- Nguyen, Lam-Tung; Schmidt, Heiko A.; von Haeseler, Arndt
- Molecular Biology and Evolution, Vol. 32, Issue 1
Programmed DNA destruction by miniature CRISPR-Cas14 enzymes
journal, October 2018
- Harrington, Lucas B.; Burstein, David; Chen, Janice S.
- Science, Vol. 362, Issue 6416
KEGG as a reference resource for gene and protein annotation
journal, October 2015
- Kanehisa, Minoru; Sato, Yoko; Kawashima, Masayuki
- Nucleic Acids Research, Vol. 44, Issue D1
Uncovering Earth’s virome
journal, August 2016
- Paez-Espino, David; Eloe-Fadrosh, Emiley A.; Pavlopoulos, Georgios A.
- Nature, Vol. 536, Issue 7617
IMG/VR: a database of cultured and uncultured DNA Viruses and retroviruses
journal, October 2016
- Paez-Espino, David; Chen, I. -Min A.; Palaniappan, Krishna
- Nucleic Acids Research, Vol. 45, Issue D1
RAxML version 8: a tool for phylogenetic analysis and post-analysis of large phylogenies
journal, January 2014
- Stamatakis, Alexandros
- Bioinformatics, Vol. 30, Issue 9
A bacteriophage encodes its own CRISPR/Cas adaptive response to evade host innate immunity
journal, February 2013
- Seed, Kimberley D.; Lazinski, David W.; Calderwood, Stephen B.
- Nature, Vol. 494, Issue 7438
IDBA-UD: a de novo assembler for single-cell and metagenomic sequencing data with highly uneven depth
journal, April 2012
- Peng, Y.; Leung, H. C. M.; Yiu, S. M.
- Bioinformatics, Vol. 28, Issue 11
Bacteriophages as Vehicles for Antibiotic Resistance Genes in the Environment
journal, July 2014
- Balcazar, Jose Luis
- PLoS Pathogens, Vol. 10, Issue 7
Asymmetric substitution patterns in the two DNA strands of bacteria
journal, May 1996
- Lobry, J. R.
- Molecular Biology and Evolution, Vol. 13, Issue 5
Viral RNA structure-based strategies to manipulate translation
journal, December 2018
- Jaafar, Zane A.; Kieft, Jeffrey S.
- Nature Reviews Microbiology, Vol. 17, Issue 2
The Jpred 3 secondary structure prediction server
journal, May 2008
- Cole, C.; Barber, J. D.; Barton, G. J.
- Nucleic Acids Research, Vol. 36, Issue Web Server
Cytoscape 2.8: new features for data integration and network visualization
journal, December 2010
- Smoot, M. E.; Ono, K.; Ruscheinski, J.
- Bioinformatics, Vol. 27, Issue 3
Extra virgin olive oil improved body weight and insulin sensitivity in high fat diet-induced obese LDLr−/−.Leiden mice without attenuation of steatohepatitis
journal, April 2021
- Álvarez-Amor, Leticia; Sierra, Amparo Luque; Cárdenas, Antonio
- Scientific Reports, Vol. 11, Issue 1
Prokaryotic Virus Orthologous Groups (pVOGs): a resource for comparative genomics and protein family annotation
journal, October 2016
- Grazziotin, Ana Laura; Koonin, Eugene V.; Kristensen, David M.
- Nucleic Acids Research, Vol. 45, Issue D1
The role of anti-sigma factors in gene regulation
journal, May 1995
- Brown, Kit L.; Hughes, Kelly T.
- Molecular Microbiology, Vol. 16, Issue 3
Multiple mechanisms for CRISPR–Cas inhibition by anti-CRISPR proteins
journal, September 2015
- Bondy-Denomy, Joseph; Garcia, Bianca; Strum, Scott
- Nature, Vol. 526, Issue 7571
Inactivation of CRISPR-Cas systems by anti-CRISPR proteins in diverse bacterial species
journal, June 2016
- Pawluk, April; Staals, Raymond H. J.; Taylor, Corinda
- Nature Microbiology, Vol. 1, Issue 8
Gut bacteria are rarely shared by co-hospitalized premature infants, regardless of necrotizing enterocolitis development
journal, March 2015
- Raveh-Sadka, Tali; Thomas, Brian C.; Singh, Andrea
- eLife, Vol. 4
Measurement of bacterial replication rates in microbial communities
journal, November 2016
- Brown, Christopher T.; Olm, Matthew R.; Thomas, Brian C.
- Nature Biotechnology, Vol. 34, Issue 12
Fast gapped-read alignment with Bowtie 2
journal, March 2012
- Langmead, Ben; Salzberg, Steven L.
- Nature Methods, Vol. 9, Issue 4
Metabolic interdependencies between phylogenetically novel fermenters and respiratory organisms in an unconfined aquifer
journal, March 2014
- Wrighton, Kelly C.; Castelle, Cindy J.; Wilkins, Michael J.
- The ISME Journal, Vol. 8, Issue 7
A Small Microbial Genome: The End of a Long Symbiotic Relationship?
journal, October 2006
- Perez-Brocal, V.; Gil, R.; Ramos, S.
- Science, Vol. 314, Issue 5797
Bacteriophages of the Human Gut: The “Known Unknown” of the Microbiome
journal, February 2019
- Shkoporov, Andrey N.; Hill, Colin
- Cell Host & Microbe, Vol. 25, Issue 2
Predicting transmembrane protein topology with a hidden markov model: application to complete genomes11Edited by F. Cohen
journal, January 2001
- Krogh, Anders; Larsson, Björn; von Heijne, Gunnar
- Journal of Molecular Biology, Vol. 305, Issue 3
Cas13b Is a Type VI-B CRISPR-Associated RNA-Guided RNase Differentially Regulated by Accessory Proteins Csx27 and Csx28
journal, February 2017
- Smargon, Aaron A.; Cox, David B. T.; Pyzocha, Neena K.
- Molecular Cell, Vol. 65, Issue 4
Basic local alignment search tool
journal, October 1990
- Altschul, Stephen F.; Gish, Warren; Miller, Webb
- Journal of Molecular Biology, Vol. 215, Issue 3, p. 403-410
dRep: a tool for fast and accurate genomic comparisons that enables improved genome recovery from metagenomes through de-replication
journal, July 2017
- Olm, Matthew R.; Brown, Christopher T.; Brooks, Brandon
- The ISME Journal, Vol. 11, Issue 12
Numerous cultivated and uncultivated viruses encode ribosomal proteins
journal, February 2019
- Mizuno, Carolina M.; Guyomar, Charlotte; Roux, Simon
- Nature Communications, Vol. 10, Issue 1
HHblits: lightning-fast iterative protein sequence searching by HMM-HMM alignment
journal, December 2011
- Remmert, Michael; Biegert, Andreas; Hauser, Andreas
- Nature Methods, Vol. 9, Issue 2
Systematic discovery of pseudomonad genetic factors involved in sensitivity to tailocins
journal, March 2021
- Carim, Sean; Azadeh, Ashley L.; Kazakov, Alexey E.
- The ISME Journal, Vol. 15, Issue 8
The effect of ribosomal protein S1 from Escherichia coli and Micrococcus luteus on protein synthesis in vitro by E. coli and Bacillus subtilis
journal, November 1992
- Farwell, Mary A.; Roberts, Mark W.; Rabinowitz, Jesse C.
- Molecular Microbiology, Vol. 6, Issue 22
Structural dynamics of protein S1 on the 70S ribosome visualized by ensemble cryo-EM
journal, March 2018
- Loveland, Anna B.; Korostelev, Andrei A.
- Methods, Vol. 137
An efficient algorithm for large-scale detection of protein families
journal, April 2002
- Enright, A. J.
- Nucleic Acids Research, Vol. 30, Issue 7
vConTACT: an iVirus tool to classify double-stranded DNA viruses that infect Archaea and Bacteria
journal, January 2017
- Bolduc, Benjamin; Jang, Ho Bin; Doulcier, Guilhem
- PeerJ, Vol. 5
Cas13d Is a Compact RNA-Targeting Type VI CRISPR Effector Positively Modulated by a WYL-Domain-Containing Accessory Protein
journal, April 2018
- Yan, Winston X.; Chong, Shaorong; Zhang, Huaibin
- Molecular Cell, Vol. 70, Issue 2
Pfam: the protein families database
journal, November 2013
- Finn, Robert D.; Bateman, Alex; Clements, Jody
- Nucleic Acids Research, Vol. 42, Issue D1
CD-HIT Suite: a web server for clustering and comparing biological sequences
journal, January 2010
- Huang, Ying; Niu, Beifang; Gao, Ying
- Bioinformatics, Vol. 26, Issue 5
RAxML version 8: a tool for phylogenetic analysis and post-analysis of large phylogenies
text, January 2014
- Stamatakis, A.
- Karlsruhe
Expansion of Bacteriophages Is Linked to Aggravated Intestinal Inflammation and Colitis
journal, February 2019
- Gogokhia, Lasha; Buhrke, Kate; Bell, Rickesha
- Cell Host & Microbe, Vol. 25, Issue 2
New CRISPR–Cas systems from uncultivated microbes
journal, December 2016
- Burstein, David; Harrington, Lucas B.; Strutt, Steven C.
- Nature, Vol. 542, Issue 7640
CRISPRDetect: A flexible algorithm to define CRISPR arrays
journal, May 2016
- Biswas, Ambarish; Staals, Raymond H. J.; Morales, Sergio E.
- BMC Genomics, Vol. 17, Issue 1
Figures / Tables found in this record: