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6. A genomic catalog of Earth’s microbiomes

Author

Nayfach, Stephen, Roux, Simon, Seshadri, Rekha, Udwary, Daniel, Varghese, Neha, Schulz, Frederik, Wu, Dongying, Paez-Espino, David, Chen, I. Min, Huntemann, Marcel, Palaniappan, Krishna, Ladau, Joshua, Mukherjee, Supratim, Reddy, T. B.K., Nielsen, Torben, Kirton, Edward, Faria, José P., Edirisinghe, Janaka N., Henry, Christopher S., Jungbluth, Sean P., Chivian, Dylan, Dehal, Paramvir, Wood-Charlson, Elisha M., Arkin, Adam P., Tringe, Susannah G., Visel, Axel, Abreu, Helena, Acinas, Silvia G., Allen, Eric, Allen, Michelle A., Alteio, Lauren V., Andersen, Gary, Anesio, Alexandre M., Attwood, Graeme, Avila-Magaña, Viridiana, Badis, Yacine, Bailey, Jake, Baker, Brett, Baldrian, Petr, Barton, Hazel A., Beck, David A.C., Becraft, Eric D., Beller, Harry R., Beman, J. Michael, Bernier-Latmani, Rizlan, Berry, Timothy D., Bertagnolli, Anthony, Bertilsson, Stefan, Bhatnagar, Jennifer M., Bird, Jordan T., Blanchard, Jeffrey L., Blumer-Schuette, Sara E., Bohannan, Brendan, Borton, Mikayla A., Brady, Allyson, Brawley, Susan H., Brodie, Juliet, Brown, Steven, Brum, Jennifer R., Brune, Andreas, Bryant, Donald A., Buchan, Alison, Buckley, Daniel H., Buongiorno, Joy, Cadillo-Quiroz, Hinsby, Caffrey, Sean M., Campbell, Ashley N., Campbell, Barbara, Carr, Stephanie, Carroll, Jo Lynn, Cary, S. Craig, Cates, Anna M., Cattolico, Rose Ann, Cavicchioli, Ricardo, Chistoserdova, Ludmila, Coleman, Maureen L., Constant, Philippe, Conway, Jonathan M., Mac Cormack, Walter P., Crowe, Sean, Crump, Byron, Currie, Cameron, Daly, Rebecca, DeAngelis, Kristen M., Denef, Vincent, Denman, Stuart E., Desta, Adey, Dionisi, Hebe, Dodsworth, Jeremy, Dombrowski, Nina, Donohue, Timothy, Dopson, Mark, Driscoll, Timothy, Dunfield, Peter, Dupont, Christopher L., Dynarski, Katherine A., Edgcomb, Virginia, Edwards, Elizabeth A., Elshahed, Mostafa S., Figueroa, Israel, Flood, Beverly, Fortney, Nathaniel, Fortunato, Caroline S., Francis, Christopher, Gachon, Claire M.M., Garcia, Sarahi L., Gazitua, Maria C., Gentry, Terry, Gerwick, Lena, Gharechahi, Javad, Girguis, Peter, Gladden, John, Gradoville, Mary, Grasby, Stephen E., Gravuer, Kelly, Grettenberger, Christen L., Gruninger, Robert J., Guo, Jiarong, Habteselassie, Mussie Y., Hallam, Steven J., Hatzenpichler, Roland, Hausmann, Bela, Hazen, Terry C., Hedlund, Brian, Henny, Cynthia, Herfort, Lydie, Hernandez, Maria, Hershey, Olivia S., Hess, Matthias, Hollister, Emily B., Hug, Laura A., Hunt, Dana, Jansson, Janet, Jarett, Jessica, Kadnikov, Vitaly V., Kelly, Charlene, Kelly, Robert, Kelly, William, Kerfeld, Cheryl A., Kimbrel, Jeff, Klassen, Jonathan L., Konstantinidis, Konstantinos T., Lee, Laura L., Li, Wen Jun, Loder, Andrew J., Loy, Alexander, Lozada, Mariana, MacGregor, Barbara, Magnabosco, Cara, Maria da Silva, Aline, McKay, R. Michael, McMahon, Katherine, McSweeney, Chris S., Medina, Mónica, Meredith, Laura, Mizzi, Jessica, Mock, Thomas, Momper, Lily, Moran, Mary Ann, Morgan-Lang, Connor, Moser, Duane, Muyzer, Gerard, Myrold, David, Nash, Maisie, Nesbø, Camilla L., Neumann, Anthony P., Neumann, Rebecca B., Noguera, Daniel, Northen, Trent, Norton, Jeanette, Nowinski, Brent, Nüsslein, Klaus, O’Malley, Michelle A., Oliveira, Rafael S., Maia de Oliveira, Valeria, Onstott, Tullis, Osvatic, Jay, Ouyang, Yang, Pachiadaki, Maria, Parnell, Jacob, Partida-Martinez, Laila P., Peay, Kabir G., Pelletier, Dale, Peng, Xuefeng, Pester, Michael, Pett-Ridge, Jennifer, Peura, Sari, Pjevac, Petra, Plominsky, Alvaro M., Poehlein, Anja, Pope, Phillip B., Ravin, Nikolai, Redmond, Molly C., Reiss, Rebecca, Rich, Virginia, Rinke, Christian, Rodrigues, Jorge L.Mazza, Rodriguez-Reillo, William, Rossmassler, Karen, Sackett, Joshua, Salekdeh, Ghasem Hosseini, Saleska, Scott, Scarborough, Matthew, Schachtman, Daniel, Schadt, Christopher W., Schrenk, Matthew, Sczyrba, Alexander, Sengupta, Aditi, Setubal, Joao C., Shade, Ashley, Sharp, Christine, Sherman, David H., Shubenkova, Olga V., Sierra-Garcia, Isabel Natalia, Simister, Rachel, Simon, Holly, Sjöling, Sara, Slonczewski, Joan, Correa de Souza, Rafael Soares, Spear, John R., Stegen, James C., Stepanauskas, Ramunas, Stewart, Frank, Suen, Garret, Sullivan, Matthew, Sumner, Dawn, Swan, Brandon K., Swingley, Wesley, Tarn, Jonathan, Taylor, Gordon T., Teeling, Hanno, Tekere, Memory, Teske, Andreas, Thomas, Torsten, Thrash, Cameron, Tiedje, James, Ting, Claire S., Tully, Benjamin, Ulloa, Osvlado, Valentine, David L., Van Goethem, Marc W., VanderGheynst, Jean, Verbeke, Tobin J., Vollmers, John, Vuillemin, Aurèle, Waldo, Nicholas B., Williams, Timothy J., Tyson, Gene, Woodcroft, Ben, IMG/M Data Consortium, Nayfach, Stephen, Roux, Simon, Seshadri, Rekha, Udwary, Daniel, Varghese, Neha, Schulz, Frederik, Wu, Dongying, Paez-Espino, David, Chen, I. Min, Huntemann, Marcel, Palaniappan, Krishna, Ladau, Joshua, Mukherjee, Supratim, Reddy, T. B.K., Nielsen, Torben, Kirton, Edward, Faria, José P., Edirisinghe, Janaka N., Henry, Christopher S., Jungbluth, Sean P., Chivian, Dylan, Dehal, Paramvir, Wood-Charlson, Elisha M., Arkin, Adam P., Tringe, Susannah G., Visel, Axel, Abreu, Helena, Acinas, Silvia G., Allen, Eric, Allen, Michelle A., Alteio, Lauren V., Andersen, Gary, Anesio, Alexandre M., Attwood, Graeme, Avila-Magaña, Viridiana, Badis, Yacine, Bailey, Jake, Baker, Brett, Baldrian, Petr, Barton, Hazel A., Beck, David A.C., Becraft, Eric D., Beller, Harry R., Beman, J. Michael, Bernier-Latmani, Rizlan, Berry, Timothy D., Bertagnolli, Anthony, Bertilsson, Stefan, Bhatnagar, Jennifer M., Bird, Jordan T., Blanchard, Jeffrey L., Blumer-Schuette, Sara E., Bohannan, Brendan, Borton, Mikayla A., Brady, Allyson, Brawley, Susan H., Brodie, Juliet, Brown, Steven, Brum, Jennifer R., Brune, Andreas, Bryant, Donald A., Buchan, Alison, Buckley, Daniel H., Buongiorno, Joy, Cadillo-Quiroz, Hinsby, Caffrey, Sean M., Campbell, Ashley N., Campbell, Barbara, Carr, Stephanie, Carroll, Jo Lynn, Cary, S. Craig, Cates, Anna M., Cattolico, Rose Ann, Cavicchioli, Ricardo, Chistoserdova, Ludmila, Coleman, Maureen L., Constant, Philippe, Conway, Jonathan M., Mac Cormack, Walter P., Crowe, Sean, Crump, Byron, Currie, Cameron, Daly, Rebecca, DeAngelis, Kristen M., Denef, Vincent, Denman, Stuart E., Desta, Adey, Dionisi, Hebe, Dodsworth, Jeremy, Dombrowski, Nina, Donohue, Timothy, Dopson, Mark, Driscoll, Timothy, Dunfield, Peter, Dupont, Christopher L., Dynarski, Katherine A., Edgcomb, Virginia, Edwards, Elizabeth A., Elshahed, Mostafa S., Figueroa, Israel, Flood, Beverly, Fortney, Nathaniel, Fortunato, Caroline S., Francis, Christopher, Gachon, Claire M.M., Garcia, Sarahi L., Gazitua, Maria C., Gentry, Terry, Gerwick, Lena, Gharechahi, Javad, Girguis, Peter, Gladden, John, Gradoville, Mary, Grasby, Stephen E., Gravuer, Kelly, Grettenberger, Christen L., Gruninger, Robert J., Guo, Jiarong, Habteselassie, Mussie Y., Hallam, Steven J., Hatzenpichler, Roland, Hausmann, Bela, Hazen, Terry C., Hedlund, Brian, Henny, Cynthia, Herfort, Lydie, Hernandez, Maria, Hershey, Olivia S., Hess, Matthias, Hollister, Emily B., Hug, Laura A., Hunt, Dana, Jansson, Janet, Jarett, Jessica, Kadnikov, Vitaly V., Kelly, Charlene, Kelly, Robert, Kelly, William, Kerfeld, Cheryl A., Kimbrel, Jeff, Klassen, Jonathan L., Konstantinidis, Konstantinos T., Lee, Laura L., Li, Wen Jun, Loder, Andrew J., Loy, Alexander, Lozada, Mariana, MacGregor, Barbara, Magnabosco, Cara, Maria da Silva, Aline, McKay, R. Michael, McMahon, Katherine, McSweeney, Chris S., Medina, Mónica, Meredith, Laura, Mizzi, Jessica, Mock, Thomas, Momper, Lily, Moran, Mary Ann, Morgan-Lang, Connor, Moser, Duane, Muyzer, Gerard, Myrold, David, Nash, Maisie, Nesbø, Camilla L., Neumann, Anthony P., Neumann, Rebecca B., Noguera, Daniel, Northen, Trent, Norton, Jeanette, Nowinski, Brent, Nüsslein, Klaus, O’Malley, Michelle A., Oliveira, Rafael S., Maia de Oliveira, Valeria, Onstott, Tullis, Osvatic, Jay, Ouyang, Yang, Pachiadaki, Maria, Parnell, Jacob, Partida-Martinez, Laila P., Peay, Kabir G., Pelletier, Dale, Peng, Xuefeng, Pester, Michael, Pett-Ridge, Jennifer, Peura, Sari, Pjevac, Petra, Plominsky, Alvaro M., Poehlein, Anja, Pope, Phillip B., Ravin, Nikolai, Redmond, Molly C., Reiss, Rebecca, Rich, Virginia, Rinke, Christian, Rodrigues, Jorge L.Mazza, Rodriguez-Reillo, William, Rossmassler, Karen, Sackett, Joshua, Salekdeh, Ghasem Hosseini, Saleska, Scott, Scarborough, Matthew, Schachtman, Daniel, Schadt, Christopher W., Schrenk, Matthew, Sczyrba, Alexander, Sengupta, Aditi, Setubal, Joao C., Shade, Ashley, Sharp, Christine, Sherman, David H., Shubenkova, Olga V., Sierra-Garcia, Isabel Natalia, Simister, Rachel, Simon, Holly, Sjöling, Sara, Slonczewski, Joan, Correa de Souza, Rafael Soares, Spear, John R., Stegen, James C., Stepanauskas, Ramunas, Stewart, Frank, Suen, Garret, Sullivan, Matthew, Sumner, Dawn, Swan, Brandon K., Swingley, Wesley, Tarn, Jonathan, Taylor, Gordon T., Teeling, Hanno, Tekere, Memory, Teske, Andreas, Thomas, Torsten, Thrash, Cameron, Tiedje, James, Ting, Claire S., Tully, Benjamin, Ulloa, Osvlado, Valentine, David L., Van Goethem, Marc W., VanderGheynst, Jean, Verbeke, Tobin J., Vollmers, John, Vuillemin, Aurèle, Waldo, Nicholas B., Williams, Timothy J., Tyson, Gene, Woodcroft, Ben, and IMG/M Data Consortium

Abstract

The reconstruction of bacterial and archaeal genomes from shotgun metagenomes has enabled insights into the ecology and evolution of environmental and host-associated microbiomes. Here we applied this approach to >10,000 metagenomes collected from diverse habitats covering all of Earth’s continents and oceans, including metagenomes from human and animal hosts, engineered environments, and natural and agricultural soils, to capture extant microbial, metabolic and functional potential. This comprehensive catalog includes 52,515 metagenome-assembled genomes representing 12,556 novel candidate species-level operational taxonomic units spanning 135 phyla. The catalog expands the known phylogenetic diversity of bacteria and archaea by 44% and is broadly available for streamlined comparative analyses, interactive exploration, metabolic modeling and bulk download. We demonstrate the utility of this collection for understanding secondary-metabolite biosynthetic potential and for resolving thousands of new host linkages to uncultivated viruses. This resource underscores the value of genome-centric approaches for revealing genomic properties of uncultivated microorganisms that affect ecosystem processes.

Published
2021

8. Cryo-electron tomography reveals the comparative three-dimensional architecture of Prochlorococcus, a globally important marine cyanobacteriumv

Author

Ting, Claire S., Hsieh, Chyongere, Sundararaman, Sesh, Mannella, Carmen, and Marko, Michael

Subjects
Electron beam computed tomography -- Usage, Bacterial genetics -- Research, Cyanobacteria -- Genetic aspects, Cyanobacteria -- Research, Biological sciences
Abstract

In an age of comparative microbial genomics, knowledge of the near-native architecture of microorganisms is essential for achieving an integrative understanding of physiology and function. We characterized and compared the three-dimensional architecture of the ecologically important cyanobacterium Prochlorococcus in a near-native state using cryo-electron tomography and found that closely related strains have diverged substantially in cellular organization and structure. By visualizing native, hydrated structures within cells, we discovered that the MED4 strain, which possesses one of the smallest genomes (1.66 Mbp) of any known photosynthetic organism, has evolved a comparatively streamlined cellular architecture. This strain possesses a smaller cell volume, an attenuated cell wall, and less extensive intracytoplasmic (photosynthetic) membrane system compared to the more deeply branched MIT9313 strain. Comparative genomic analyses indicate that differences have evolved in key structural genes, including those encoding enzymes involved in cell wall peptidoglycan biosynthesis. Although both strains possess carboxysomes that are polygonal and cluster in the central cytoplasm, the carboxysomes of MED4 are smaller. A streamlined cellular structure could be advantageous to microorganisms thriving in the low-nutrient conditions characteristic of large regions of the open ocean and thus have consequences for ecological niche differentiation. Through cryo-electron tomography we visualized, for the first time, the three-dimensional structure of the extensive network of photosynthetic lamellae within Prochlorococcus and the potential pathways for intracellular and intermembrane movement of molecules. Comparative information on the near-native structure of microorganisms is an important and necessary component of exploring microbial diversity and understanding its consequences for function and ecology.

Published
2007

10. Phycobiliprotein genes of the marine photosynthetic prokaryote Prochlorococcus: evidence for rapid evolution of genetic heterogeneity

Author

Ting, Claire S., Rocap, Gabrielle, King, Jonathan, and Chisholm, Sallie W.

Subjects
Microbiological research -- Analysis, Prokaryotes -- Genetic aspects, Carbon -- Physiological aspects, Cyanobacteria -- Genetic aspects, Phylogeny -- Physiological aspects, Biological sciences
Abstract

Research has been conducted on the Prochlorococcus, a photosynthetic prokaryote in nutrient-limited ocean environments and the participant in the global carbon cycle. The genetic change pathways and the rates in this phototroph have been investigated in assessing its response to the environmental changes.

Published
2001

11. Genome divergence in two Prochlorococcus ecotypes reflects oceanic niche differentiation

Author

Rocap, Gabrielle, Larimer, Frank W., Lamerdin, Jane, Malfatti, Stephanie, Chain, Patrick, Ahlgren, Nathan A., Arellano, Andrae, Coleman, Maureen, Hauser, Loren, Hess, Wolfgang R., Johnson, Zackary I., Land, Miriam, Lindell, Debbie, Post, Anton F., Regala, Warren, Shah, Manesh, Shaw, Stephanie L., Steglich, Claudia, Sullivan, Matthew B., Ting, Claire S., Tolonen, Andrew, Webb, Eric A., Zinser, Erik R., and Chisholm, Sallie W.

Published
2003

16. Limitations of the Pulse-Modulated Technique for Measuring the Fluorescence Characteristics of Algae 1

Author

Ting, Claire S. and Owens, Thomas G.

Subjects
Membranes and Bioenergetics
Abstract

Precise measurements of the minimal fluorescence yield (F(o)) and maximal fluorescence yield (F(m)) of a dark-adapted sample are prerequisites for the quantification of other fluorescence parameters. The pulse amplitude-modulated chlorophyll fluorometer (PAM 101 Chlorophyll Fluorometer, Heinz Walz, Effeltrich, Germany) and saturating pulse technique have frequently been used in measuring F(o) and F(m) and in resolving the contributions of photochemical and nonphotochemical quenching to the total fluorescence yield. The extent to which instrument-dependent factors may affect the accurate measurement of F(o) and F(m) is addressed. It is shown that the increase in pulse amplitude-modulated measuring beam intensity at 1.6 and 100 kHz was nonlinear at higher light intensity settings. The implications of this for measurements of F(o) (1.6 kHz) and F(m) (100 kHz) are discussed. It is also demonstrated that underestimation of F(m) may result due to saturation of the PAM 101 photodiode by scattered infrared light associated with intense light pulses. In addition, it is shown how sample-dependent factors may affect measurements of F(o) and F(m) in samples with low chlorophyll concentrations, in particular, dilute algal suspensions of Phaeodactylum tricornutum and Chlamydomonas reinhardtii. A technique is presented for the accurate measurement of F(o) in algal suspensions (8 mug chlorophyll a mL(-1)). The importance of examining the saturating pulse transient and F(m) level as a function of the damping setting, pulse width, and pulse intensity, and in the presence of 3-(3,4-dichlorophenyl)-1, 1-dimethylurea is discussed.

Published
1992

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