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1. Building consensus around the assessment and interpretation of Symbiodiniaceae diversity.

Author

Davies, SW, Gamache, MH, Howe-Kerr, LI, Kriefall, NG, Baker, AC, Banaszak, AT, Bay, LK, Bellantuono, AJ, Bhattacharya, D, Chan, CX, Claar, DC, Coffroth, MA, Cunning, R, Davy, SK, Del Campo, J, Díaz-Almeyda, EM, Frommlet, JC, Fuess, LE, González-Pech, RA, Goulet, TL, Hoadley, KD, Howells, EJ, Hume, BCC, Kemp, DW, Kenkel, CD, Kitchen, SA, LaJeunesse, TC, Lin, S, McIlroy, SE, McMinds, R, Nitschke, MR, Oakley, CA, Peixoto, RS, Prada, C, Putnam, HM, Quigley, K, Reich, HG, Reimer, JD, Rodriguez-Lanetty, M, Rosales, SM, Saad, OS, Sampayo, EM, Santos, SR, Shoguchi, E, Smith, EG, Stat, M, Stephens, TG, Strader, ME, Suggett, DJ, Swain, TD, Tran, C, Traylor-Knowles, N, Voolstra, CR, Warner, ME, Weis, VM, Wright, RM, Xiang, T, Yamashita, H, Ziegler, M, Correa, AMS, Parkinson, JE, Davies, SW, Gamache, MH, Howe-Kerr, LI, Kriefall, NG, Baker, AC, Banaszak, AT, Bay, LK, Bellantuono, AJ, Bhattacharya, D, Chan, CX, Claar, DC, Coffroth, MA, Cunning, R, Davy, SK, Del Campo, J, Díaz-Almeyda, EM, Frommlet, JC, Fuess, LE, González-Pech, RA, Goulet, TL, Hoadley, KD, Howells, EJ, Hume, BCC, Kemp, DW, Kenkel, CD, Kitchen, SA, LaJeunesse, TC, Lin, S, McIlroy, SE, McMinds, R, Nitschke, MR, Oakley, CA, Peixoto, RS, Prada, C, Putnam, HM, Quigley, K, Reich, HG, Reimer, JD, Rodriguez-Lanetty, M, Rosales, SM, Saad, OS, Sampayo, EM, Santos, SR, Shoguchi, E, Smith, EG, Stat, M, Stephens, TG, Strader, ME, Suggett, DJ, Swain, TD, Tran, C, Traylor-Knowles, N, Voolstra, CR, Warner, ME, Weis, VM, Wright, RM, Xiang, T, Yamashita, H, Ziegler, M, Correa, AMS, and Parkinson, JE

Abstract

Within microeukaryotes, genetic variation and functional variation sometimes accumulate more quickly than morphological differences. To understand the evolutionary history and ecology of such lineages, it is key to examine diversity at multiple levels of organization. In the dinoflagellate family Symbiodiniaceae, which can form endosymbioses with cnidarians (e.g., corals, octocorals, sea anemones, jellyfish), other marine invertebrates (e.g., sponges, molluscs, flatworms), and protists (e.g., foraminifera), molecular data have been used extensively over the past three decades to describe phenotypes and to make evolutionary and ecological inferences. Despite advances in Symbiodiniaceae genomics, a lack of consensus among researchers with respect to interpreting genetic data has slowed progress in the field and acted as a barrier to reconciling observations. Here, we identify key challenges regarding the assessment and interpretation of Symbiodiniaceae genetic diversity across three levels: species, populations, and communities. We summarize areas of agreement and highlight techniques and approaches that are broadly accepted. In areas where debate remains, we identify unresolved issues and discuss technologies and approaches that can help to fill knowledge gaps related to genetic and phenotypic diversity. We also discuss ways to stimulate progress, in particular by fostering a more inclusive and collaborative research community. We hope that this perspective will inspire and accelerate coral reef science by serving as a resource to those designing experiments, publishing research, and applying for funding related to Symbiodiniaceae and their symbiotic partnerships.

Published
2023

2. Building consensus around the assessment and interpretation of Symbiodiniaceae diversity.

Author

Davies, SW, Gamache, MH, Howe-Kerr, LI, Kriefall, NG, Baker, AC, Banaszak, AT, Bay, LK, Bellantuono, AJ, Bhattacharya, D, Chan, CX, Claar, DC, Coffroth, MA, Cunning, R, Davy, SK, Del Campo, J, Díaz-Almeyda, EM, Frommlet, JC, Fuess, LE, González-Pech, RA, Goulet, TL, Hoadley, KD, Howells, EJ, Hume, BCC, Kemp, DW, Kenkel, CD, Kitchen, SA, LaJeunesse, TC, Lin, S, McIlroy, SE, McMinds, R, Nitschke, MR, Oakley, CA, Peixoto, RS, Prada, C, Putnam, HM, Quigley, K, Reich, HG, Reimer, JD, Rodriguez-Lanetty, M, Rosales, SM, Saad, OS, Sampayo, EM, Santos, SR, Shoguchi, E, Smith, EG, Stat, M, Stephens, TG, Strader, ME, Suggett, DJ, Swain, TD, Tran, C, Traylor-Knowles, N, Voolstra, CR, Warner, ME, Weis, VM, Wright, RM, Xiang, T, Yamashita, H, Ziegler, M, Correa, AMS, Parkinson, JE, Davies, SW, Gamache, MH, Howe-Kerr, LI, Kriefall, NG, Baker, AC, Banaszak, AT, Bay, LK, Bellantuono, AJ, Bhattacharya, D, Chan, CX, Claar, DC, Coffroth, MA, Cunning, R, Davy, SK, Del Campo, J, Díaz-Almeyda, EM, Frommlet, JC, Fuess, LE, González-Pech, RA, Goulet, TL, Hoadley, KD, Howells, EJ, Hume, BCC, Kemp, DW, Kenkel, CD, Kitchen, SA, LaJeunesse, TC, Lin, S, McIlroy, SE, McMinds, R, Nitschke, MR, Oakley, CA, Peixoto, RS, Prada, C, Putnam, HM, Quigley, K, Reich, HG, Reimer, JD, Rodriguez-Lanetty, M, Rosales, SM, Saad, OS, Sampayo, EM, Santos, SR, Shoguchi, E, Smith, EG, Stat, M, Stephens, TG, Strader, ME, Suggett, DJ, Swain, TD, Tran, C, Traylor-Knowles, N, Voolstra, CR, Warner, ME, Weis, VM, Wright, RM, Xiang, T, Yamashita, H, Ziegler, M, Correa, AMS, and Parkinson, JE

Abstract

Within microeukaryotes, genetic variation and functional variation sometimes accumulate more quickly than morphological differences. To understand the evolutionary history and ecology of such lineages, it is key to examine diversity at multiple levels of organization. In the dinoflagellate family Symbiodiniaceae, which can form endosymbioses with cnidarians (e.g., corals, octocorals, sea anemones, jellyfish), other marine invertebrates (e.g., sponges, molluscs, flatworms), and protists (e.g., foraminifera), molecular data have been used extensively over the past three decades to describe phenotypes and to make evolutionary and ecological inferences. Despite advances in Symbiodiniaceae genomics, a lack of consensus among researchers with respect to interpreting genetic data has slowed progress in the field and acted as a barrier to reconciling observations. Here, we identify key challenges regarding the assessment and interpretation of Symbiodiniaceae genetic diversity across three levels: species, populations, and communities. We summarize areas of agreement and highlight techniques and approaches that are broadly accepted. In areas where debate remains, we identify unresolved issues and discuss technologies and approaches that can help to fill knowledge gaps related to genetic and phenotypic diversity. We also discuss ways to stimulate progress, in particular by fostering a more inclusive and collaborative research community. We hope that this perspective will inspire and accelerate coral reef science by serving as a resource to those designing experiments, publishing research, and applying for funding related to Symbiodiniaceae and their symbiotic partnerships.

Published
2023

3. A communal catalogue reveals Earth's multiscale microbial diversity

Author

Thompson, LR, Sanders, JG, McDonald, D, Amir, A, Ladau, J, Locey, KJ, Prill, RJ, Tripathi, A, Gibbons, SM, Ackermann, G, Navas-Molina, JA, Janssen, S, Kopylova, E, Vazquez-Baeza, Y, Gonzalez, A, Morton, JT, Mirarab, S, Xu, ZZ, Jiang, L, Haroon, MF, Kanbar, J, Zhu, Q, Song, SJ, Kosciolek, T, Bokulich, NA, Lefler, J, Brislawn, CJ, Humphrey, G, Owens, SM, Hampton-Marcell, J, Berg-Lyons, D, McKenzie, V, Fierer, N, Fuhrman, JA, Clauset, A, Stevens, RL, Shade, A, Pollard, KS, Goodwin, KD, Jansson, JK, Gilbert, JA, Knight, R, Rivera, JLA, Al-Moosawi, L, Alverdy, J, Amato, KR, Andras, J, Angenent, LT, Antonopoulos, DA, Apprill, A, Armitage, D, Ballantine, K, Barta, J, Baum, JK, Berry, A, Bhatnagar, A, Bhatnagar, M, Biddle, JF, Bittner, L, Boldgiv, B, Bottos, E, Boyer, DM, Braun, J, Brazelton, W, Brearley, FQ, Campbell, AH, Caporaso, JG, Cardona, C, Carroll, J, Cary, SC, Casper, BB, Charles, TC, Chu, H, Claar, DC, Clark, RG, Clayton, JB, Clemente, JC, Cochran, A, Coleman, ML, Collins, G, Colwell, RR, Contreras, M, Crary, BB, Creer, S, Cristol, DA, Crump, BC, Cui, D, Daly, SE, Davalos, L, Dawson, RD, Defazio, J, Delsuc, F, Dionisi, HM, Dominguez-Bello, MG, Dowell, R, Dubinsky, EA, Dunn, PO, Ercolini, D, Espinoza, RE, Ezenwa, V, Fenner, N, Findlay, HS, Fleming, ID, Fogliano, V, Forsman, A, Freeman, C, Friedman, ES, Galindo, G, Garcia, L, Alexandra Garcia-Amado, M, Garshelis, D, Gasser, RB, Gerdts, G, Gibson, MK, Gifford, I, Gill, RT, Giray, T, Gittel, A, Golyshin, P, Gong, D, Grossart, H-P, Guyton, K, Haig, S-J, Hale, V, Hall, RS, Hallam, SJ, Handley, KM, Hasan, NA, Haydon, SR, Hickman, JE, Hidalgo, G, Hofmockel, KS, Hooker, J, Hulth, S, Hultman, J, Hyde, E, Ibanez-Alamo, JD, Jastrow, JD, Jex, AR, Johnson, LS, Johnston, ER, Joseph, S, Jurburg, SD, Jurelevicius, D, Karlsson, A, Karlsson, R, Kauppinen, S, Kellogg, CTE, Kennedy, SJ, Kerkhof, LJ, King, GM, Kling, GW, Koehler, AV, Krezalek, M, Kueneman, J, Lamendella, R, Landon, EM, Lane-deGraaf, K, LaRoche, J, Larsen, P, Laverock, B, Lax, S, Lentino, M, Levin, II, Liancourt, P, Liang, W, Linz, AM, Lipson, DA, Liu, Y, Lladser, ME, Lozada, M, Spirito, CM, MacCormack, WP, MacRae-Crerar, A, Magris, M, Martin-Platero, AM, Martin-Vivaldi, M, Margarita Martinez, L, Martinez-Bueno, M, Marzinelli, EM, Mason, OU, Mayer, GD, McDevitt-Irwin, JM, McDonald, JE, McGuire, KL, McMahon, KD, McMinds, R, Medina, M, Mendelson, JR, Metcalf, JL, Meyer, F, Michelangeli, F, Miller, K, Mills, DA, Minich, J, Mocali, S, Moitinho-Silva, L, Moore, A, Morgan-Kiss, RM, Munroe, P, Myrold, D, Neufeld, JD, Ni, Y, Nicol, GW, Nielsen, S, Nissimov, JI, Niu, K, Nolan, MJ, Noyce, K, O'Brien, SL, Okamoto, N, Orlando, L, Castellano, YO, Osuolale, O, Oswald, W, Parnell, J, Peralta-Sanchez, JM, Petraitis, P, Pfister, C, Pilon-Smits, E, Piombino, P, Pointing, SB, Pollock, FJ, Potter, C, Prithiviraj, B, Quince, C, Rani, A, Ranjan, R, Rao, S, Rees, AP, Richardson, M, Riebesell, U, Robinson, C, Rockne, KJ, Rodriguezl, SM, Rohwer, F, Roundstone, W, Safran, RJ, Sangwan, N, Sanz, V, Schrenk, M, Schrenzel, MD, Scott, NM, Seger, RL, Seguin-Orlando, A, Seldin, L, Seyler, LM, Shakhsheer, B, Sheets, GM, Shen, C, Shi, Y, Shin, H, Shogan, BD, Shutler, D, Siegel, J, Simmons, S, Sjoling, S, Smith, DP, Soler, JJ, Sperling, M, Steinberg, PD, Stephens, B, Stevens, MA, Taghavi, S, Tai, V, Tait, K, Tan, CL, Tas, N, Taylor, DL, Thomas, T, Timling, I, Turner, BL, Urich, T, Ursell, LK, van der Lelie, D, Van Treuren, W, van Zwieten, L, Vargas-Robles, D, Thurber, RV, Vitaglione, P, Walker, DA, Walters, WA, Wang, S, Wang, T, Weaver, T, Webster, NS, Wehrle, B, Weisenhorn, P, Weiss, S, Werner, JJ, West, K, Whitehead, A, Whitehead, SR, Whittingham, LA, Willerslev, E, Williams, AE, Wood, SA, Woodhams, DC, Yang, Y, Zaneveld, J, Zarraonaindia, I, Zhang, Q, Zhao, H, Thompson, LR, Sanders, JG, McDonald, D, Amir, A, Ladau, J, Locey, KJ, Prill, RJ, Tripathi, A, Gibbons, SM, Ackermann, G, Navas-Molina, JA, Janssen, S, Kopylova, E, Vazquez-Baeza, Y, Gonzalez, A, Morton, JT, Mirarab, S, Xu, ZZ, Jiang, L, Haroon, MF, Kanbar, J, Zhu, Q, Song, SJ, Kosciolek, T, Bokulich, NA, Lefler, J, Brislawn, CJ, Humphrey, G, Owens, SM, Hampton-Marcell, J, Berg-Lyons, D, McKenzie, V, Fierer, N, Fuhrman, JA, Clauset, A, Stevens, RL, Shade, A, Pollard, KS, Goodwin, KD, Jansson, JK, Gilbert, JA, Knight, R, Rivera, JLA, Al-Moosawi, L, Alverdy, J, Amato, KR, Andras, J, Angenent, LT, Antonopoulos, DA, Apprill, A, Armitage, D, Ballantine, K, Barta, J, Baum, JK, Berry, A, Bhatnagar, A, Bhatnagar, M, Biddle, JF, Bittner, L, Boldgiv, B, Bottos, E, Boyer, DM, Braun, J, Brazelton, W, Brearley, FQ, Campbell, AH, Caporaso, JG, Cardona, C, Carroll, J, Cary, SC, Casper, BB, Charles, TC, Chu, H, Claar, DC, Clark, RG, Clayton, JB, Clemente, JC, Cochran, A, Coleman, ML, Collins, G, Colwell, RR, Contreras, M, Crary, BB, Creer, S, Cristol, DA, Crump, BC, Cui, D, Daly, SE, Davalos, L, Dawson, RD, Defazio, J, Delsuc, F, Dionisi, HM, Dominguez-Bello, MG, Dowell, R, Dubinsky, EA, Dunn, PO, Ercolini, D, Espinoza, RE, Ezenwa, V, Fenner, N, Findlay, HS, Fleming, ID, Fogliano, V, Forsman, A, Freeman, C, Friedman, ES, Galindo, G, Garcia, L, Alexandra Garcia-Amado, M, Garshelis, D, Gasser, RB, Gerdts, G, Gibson, MK, Gifford, I, Gill, RT, Giray, T, Gittel, A, Golyshin, P, Gong, D, Grossart, H-P, Guyton, K, Haig, S-J, Hale, V, Hall, RS, Hallam, SJ, Handley, KM, Hasan, NA, Haydon, SR, Hickman, JE, Hidalgo, G, Hofmockel, KS, Hooker, J, Hulth, S, Hultman, J, Hyde, E, Ibanez-Alamo, JD, Jastrow, JD, Jex, AR, Johnson, LS, Johnston, ER, Joseph, S, Jurburg, SD, Jurelevicius, D, Karlsson, A, Karlsson, R, Kauppinen, S, Kellogg, CTE, Kennedy, SJ, Kerkhof, LJ, King, GM, Kling, GW, Koehler, AV, Krezalek, M, Kueneman, J, Lamendella, R, Landon, EM, Lane-deGraaf, K, LaRoche, J, Larsen, P, Laverock, B, Lax, S, Lentino, M, Levin, II, Liancourt, P, Liang, W, Linz, AM, Lipson, DA, Liu, Y, Lladser, ME, Lozada, M, Spirito, CM, MacCormack, WP, MacRae-Crerar, A, Magris, M, Martin-Platero, AM, Martin-Vivaldi, M, Margarita Martinez, L, Martinez-Bueno, M, Marzinelli, EM, Mason, OU, Mayer, GD, McDevitt-Irwin, JM, McDonald, JE, McGuire, KL, McMahon, KD, McMinds, R, Medina, M, Mendelson, JR, Metcalf, JL, Meyer, F, Michelangeli, F, Miller, K, Mills, DA, Minich, J, Mocali, S, Moitinho-Silva, L, Moore, A, Morgan-Kiss, RM, Munroe, P, Myrold, D, Neufeld, JD, Ni, Y, Nicol, GW, Nielsen, S, Nissimov, JI, Niu, K, Nolan, MJ, Noyce, K, O'Brien, SL, Okamoto, N, Orlando, L, Castellano, YO, Osuolale, O, Oswald, W, Parnell, J, Peralta-Sanchez, JM, Petraitis, P, Pfister, C, Pilon-Smits, E, Piombino, P, Pointing, SB, Pollock, FJ, Potter, C, Prithiviraj, B, Quince, C, Rani, A, Ranjan, R, Rao, S, Rees, AP, Richardson, M, Riebesell, U, Robinson, C, Rockne, KJ, Rodriguezl, SM, Rohwer, F, Roundstone, W, Safran, RJ, Sangwan, N, Sanz, V, Schrenk, M, Schrenzel, MD, Scott, NM, Seger, RL, Seguin-Orlando, A, Seldin, L, Seyler, LM, Shakhsheer, B, Sheets, GM, Shen, C, Shi, Y, Shin, H, Shogan, BD, Shutler, D, Siegel, J, Simmons, S, Sjoling, S, Smith, DP, Soler, JJ, Sperling, M, Steinberg, PD, Stephens, B, Stevens, MA, Taghavi, S, Tai, V, Tait, K, Tan, CL, Tas, N, Taylor, DL, Thomas, T, Timling, I, Turner, BL, Urich, T, Ursell, LK, van der Lelie, D, Van Treuren, W, van Zwieten, L, Vargas-Robles, D, Thurber, RV, Vitaglione, P, Walker, DA, Walters, WA, Wang, S, Wang, T, Weaver, T, Webster, NS, Wehrle, B, Weisenhorn, P, Weiss, S, Werner, JJ, West, K, Whitehead, A, Whitehead, SR, Whittingham, LA, Willerslev, E, Williams, AE, Wood, SA, Woodhams, DC, Yang, Y, Zaneveld, J, Zarraonaindia, I, Zhang, Q, and Zhao, H

Abstract

Our growing awareness of the microbial world's importance and diversity contrasts starkly with our limited understanding of its fundamental structure. Despite recent advances in DNA sequencing, a lack of standardized protocols and common analytical frameworks impedes comparisons among studies, hindering the development of global inferences about microbial life on Earth. Here we present a meta-analysis of microbial community samples collected by hundreds of researchers for the Earth Microbiome Project. Coordinated protocols and new analytical methods, particularly the use of exact sequences instead of clustered operational taxonomic units, enable bacterial and archaeal ribosomal RNA gene sequences to be followed across multiple studies and allow us to explore patterns of diversity at an unprecedented scale. The result is both a reference database giving global context to DNA sequence data and a framework for incorporating data from future studies, fostering increasingly complete characterization of Earth's microbial diversity.

Published
2017

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