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Dense sampling of bird diversity increases power of comparative genomics

Whole-genome sequencing projects are increasingly populating the tree of life and characterizing biodiversity(1–4). Sparse taxon sampling has previously been proposed to confound phylogenetic inference(5), and captures only a fraction of the genomic diversity. Here we report a substantial step towar...

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Autores principales: Feng, Shaohong, Stiller, Josefin, Deng, Yuan, Armstrong, Joel, Fang, Qi, Reeve, Andrew Hart, Xie, Duo, Chen, Guangji, Guo, Chunxue, Faircloth, Brant C., Petersen, Bent, Wang, Zongji, Zhou, Qi, Diekhans, Mark, Chen, Wanjun, Andreu-Sánchez, Sergio, Margaryan, Ashot, Howard, Jason Travis, Parent, Carole, Pacheco, George, Sinding, Mikkel-Holger S., Puetz, Lara, Cavill, Emily, Ribeiro, Ângela M., Eckhart, Leopold, Fjeldså, Jon, Hosner, Peter A., Brumfield, Robb T., Christidis, Les, Bertelsen, Mads F., Sicheritz-Ponten, Thomas, Tietze, Dieter Thomas, Robertson, Bruce C., Song, Gang, Borgia, Gerald, Claramunt, Santiago, Lovette, Irby J., Cowen, Saul J., Njoroge, Peter, Dumbacher, John Philip, Ryder, Oliver A., Fuchs, Jérôme, Bunce, Michael, Burt, David W., Cracraft, Joel, Meng, Guanliang, Hackett, Shannon J., Ryan, Peter G., Jønsson, Knud Andreas, Jamieson, Ian G., da Fonseca, Rute R., Braun, Edward L., Houde, Peter, Mirarab, Siavash, Suh, Alexander, Hansson, Bengt, Ponnikas, Suvi, Sigeman, Hanna, Stervander, Martin, Frandsen, Paul B., van der Zwan, Henriette, van der Sluis, Rencia, Visser, Carina, Balakrishnan, Christopher N., Clark, Andrew G., Fitzpatrick, John W., Bowman, Reed, Chen, Nancy, Cloutier, Alison, Sackton, Timothy B., Edwards, Scott V., Foote, Dustin J., Shakya, Subir B., Sheldon, Frederick H., Vignal, Alain, Soares, André E. R., Shapiro, Beth, González-Solís, Jacob, Ferrer-Obiol, Joan, Rozas, Julio, Riutort, Marta, Tigano, Anna, Friesen, Vicki, Dalén, Love, Urrutia, Araxi O., Székely, Tamás, Liu, Yang, Campana, Michael G., Corvelo, André, Fleischer, Robert C., Rutherford, Kim M., Gemmell, Neil J., Dussex, Nicolas, Mouritsen, Henrik, Thiele, Nadine, Delmore, Kira, Liedvogel, Miriam, Franke, Andre, Hoeppner, Marc P., Krone, Oliver, Fudickar, Adam M., Milá, Borja, Ketterson, Ellen D., Fidler, Andrew Eric, Friis, Guillermo, Parody-Merino, Ángela M., Battley, Phil F., Cox, Murray P., Lima, Nicholas Costa Barroso, Prosdocimi, Francisco, Parchman, Thomas Lee, Schlinger, Barney A., Loiselle, Bette A., Blake, John G., Lim, Haw Chuan, Day, Lainy B., Fuxjager, Matthew J., Baldwin, Maude W., Braun, Michael J., Wirthlin, Morgan, Dikow, Rebecca B., Ryder, T. Brandt, Camenisch, Glauco, Keller, Lukas F., DaCosta, Jeffrey M., Hauber, Mark E., Louder, Matthew I. M., Witt, Christopher C., McGuire, Jimmy A., Mudge, Joann, Megna, Libby C., Carling, Matthew D., Wang, Biao, Taylor, Scott A., Del-Rio, Glaucia, Aleixo, Alexandre, Vasconcelos, Ana Tereza Ribeiro, Mello, Claudio V., Weir, Jason T., Haussler, David, Li, Qiye, Yang, Huanming, Wang, Jian, Lei, Fumin, Rahbek, Carsten, Gilbert, M. Thomas P., Graves, Gary R., Jarvis, Erich D., Paten, Benedict, Zhang, Guojie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7759463/
https://www.ncbi.nlm.nih.gov/pubmed/33177665
http://dx.doi.org/10.1038/s41586-020-2873-9
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author Feng, Shaohong
Stiller, Josefin
Deng, Yuan
Armstrong, Joel
Fang, Qi
Reeve, Andrew Hart
Xie, Duo
Chen, Guangji
Guo, Chunxue
Faircloth, Brant C.
Petersen, Bent
Wang, Zongji
Zhou, Qi
Diekhans, Mark
Chen, Wanjun
Andreu-Sánchez, Sergio
Margaryan, Ashot
Howard, Jason Travis
Parent, Carole
Pacheco, George
Sinding, Mikkel-Holger S.
Puetz, Lara
Cavill, Emily
Ribeiro, Ângela M.
Eckhart, Leopold
Fjeldså, Jon
Hosner, Peter A.
Brumfield, Robb T.
Christidis, Les
Bertelsen, Mads F.
Sicheritz-Ponten, Thomas
Tietze, Dieter Thomas
Robertson, Bruce C.
Song, Gang
Borgia, Gerald
Claramunt, Santiago
Lovette, Irby J.
Cowen, Saul J.
Njoroge, Peter
Dumbacher, John Philip
Ryder, Oliver A.
Fuchs, Jérôme
Bunce, Michael
Burt, David W.
Cracraft, Joel
Meng, Guanliang
Hackett, Shannon J.
Ryan, Peter G.
Jønsson, Knud Andreas
Jamieson, Ian G.
da Fonseca, Rute R.
Braun, Edward L.
Houde, Peter
Mirarab, Siavash
Suh, Alexander
Hansson, Bengt
Ponnikas, Suvi
Sigeman, Hanna
Stervander, Martin
Frandsen, Paul B.
van der Zwan, Henriette
van der Sluis, Rencia
Visser, Carina
Balakrishnan, Christopher N.
Clark, Andrew G.
Fitzpatrick, John W.
Bowman, Reed
Chen, Nancy
Cloutier, Alison
Sackton, Timothy B.
Edwards, Scott V.
Foote, Dustin J.
Shakya, Subir B.
Sheldon, Frederick H.
Vignal, Alain
Soares, André E. R.
Shapiro, Beth
González-Solís, Jacob
Ferrer-Obiol, Joan
Rozas, Julio
Riutort, Marta
Tigano, Anna
Friesen, Vicki
Dalén, Love
Urrutia, Araxi O.
Székely, Tamás
Liu, Yang
Campana, Michael G.
Corvelo, André
Fleischer, Robert C.
Rutherford, Kim M.
Gemmell, Neil J.
Dussex, Nicolas
Mouritsen, Henrik
Thiele, Nadine
Delmore, Kira
Liedvogel, Miriam
Franke, Andre
Hoeppner, Marc P.
Krone, Oliver
Fudickar, Adam M.
Milá, Borja
Ketterson, Ellen D.
Fidler, Andrew Eric
Friis, Guillermo
Parody-Merino, Ángela M.
Battley, Phil F.
Cox, Murray P.
Lima, Nicholas Costa Barroso
Prosdocimi, Francisco
Parchman, Thomas Lee
Schlinger, Barney A.
Loiselle, Bette A.
Blake, John G.
Lim, Haw Chuan
Day, Lainy B.
Fuxjager, Matthew J.
Baldwin, Maude W.
Braun, Michael J.
Wirthlin, Morgan
Dikow, Rebecca B.
Ryder, T. Brandt
Camenisch, Glauco
Keller, Lukas F.
DaCosta, Jeffrey M.
Hauber, Mark E.
Louder, Matthew I. M.
Witt, Christopher C.
McGuire, Jimmy A.
Mudge, Joann
Megna, Libby C.
Carling, Matthew D.
Wang, Biao
Taylor, Scott A.
Del-Rio, Glaucia
Aleixo, Alexandre
Vasconcelos, Ana Tereza Ribeiro
Mello, Claudio V.
Weir, Jason T.
Haussler, David
Li, Qiye
Yang, Huanming
Wang, Jian
Lei, Fumin
Rahbek, Carsten
Gilbert, M. Thomas P.
Graves, Gary R.
Jarvis, Erich D.
Paten, Benedict
Zhang, Guojie
author_facet Feng, Shaohong
Stiller, Josefin
Deng, Yuan
Armstrong, Joel
Fang, Qi
Reeve, Andrew Hart
Xie, Duo
Chen, Guangji
Guo, Chunxue
Faircloth, Brant C.
Petersen, Bent
Wang, Zongji
Zhou, Qi
Diekhans, Mark
Chen, Wanjun
Andreu-Sánchez, Sergio
Margaryan, Ashot
Howard, Jason Travis
Parent, Carole
Pacheco, George
Sinding, Mikkel-Holger S.
Puetz, Lara
Cavill, Emily
Ribeiro, Ângela M.
Eckhart, Leopold
Fjeldså, Jon
Hosner, Peter A.
Brumfield, Robb T.
Christidis, Les
Bertelsen, Mads F.
Sicheritz-Ponten, Thomas
Tietze, Dieter Thomas
Robertson, Bruce C.
Song, Gang
Borgia, Gerald
Claramunt, Santiago
Lovette, Irby J.
Cowen, Saul J.
Njoroge, Peter
Dumbacher, John Philip
Ryder, Oliver A.
Fuchs, Jérôme
Bunce, Michael
Burt, David W.
Cracraft, Joel
Meng, Guanliang
Hackett, Shannon J.
Ryan, Peter G.
Jønsson, Knud Andreas
Jamieson, Ian G.
da Fonseca, Rute R.
Braun, Edward L.
Houde, Peter
Mirarab, Siavash
Suh, Alexander
Hansson, Bengt
Ponnikas, Suvi
Sigeman, Hanna
Stervander, Martin
Frandsen, Paul B.
van der Zwan, Henriette
van der Sluis, Rencia
Visser, Carina
Balakrishnan, Christopher N.
Clark, Andrew G.
Fitzpatrick, John W.
Bowman, Reed
Chen, Nancy
Cloutier, Alison
Sackton, Timothy B.
Edwards, Scott V.
Foote, Dustin J.
Shakya, Subir B.
Sheldon, Frederick H.
Vignal, Alain
Soares, André E. R.
Shapiro, Beth
González-Solís, Jacob
Ferrer-Obiol, Joan
Rozas, Julio
Riutort, Marta
Tigano, Anna
Friesen, Vicki
Dalén, Love
Urrutia, Araxi O.
Székely, Tamás
Liu, Yang
Campana, Michael G.
Corvelo, André
Fleischer, Robert C.
Rutherford, Kim M.
Gemmell, Neil J.
Dussex, Nicolas
Mouritsen, Henrik
Thiele, Nadine
Delmore, Kira
Liedvogel, Miriam
Franke, Andre
Hoeppner, Marc P.
Krone, Oliver
Fudickar, Adam M.
Milá, Borja
Ketterson, Ellen D.
Fidler, Andrew Eric
Friis, Guillermo
Parody-Merino, Ángela M.
Battley, Phil F.
Cox, Murray P.
Lima, Nicholas Costa Barroso
Prosdocimi, Francisco
Parchman, Thomas Lee
Schlinger, Barney A.
Loiselle, Bette A.
Blake, John G.
Lim, Haw Chuan
Day, Lainy B.
Fuxjager, Matthew J.
Baldwin, Maude W.
Braun, Michael J.
Wirthlin, Morgan
Dikow, Rebecca B.
Ryder, T. Brandt
Camenisch, Glauco
Keller, Lukas F.
DaCosta, Jeffrey M.
Hauber, Mark E.
Louder, Matthew I. M.
Witt, Christopher C.
McGuire, Jimmy A.
Mudge, Joann
Megna, Libby C.
Carling, Matthew D.
Wang, Biao
Taylor, Scott A.
Del-Rio, Glaucia
Aleixo, Alexandre
Vasconcelos, Ana Tereza Ribeiro
Mello, Claudio V.
Weir, Jason T.
Haussler, David
Li, Qiye
Yang, Huanming
Wang, Jian
Lei, Fumin
Rahbek, Carsten
Gilbert, M. Thomas P.
Graves, Gary R.
Jarvis, Erich D.
Paten, Benedict
Zhang, Guojie
author_sort Feng, Shaohong
collection PubMed
description Whole-genome sequencing projects are increasingly populating the tree of life and characterizing biodiversity(1–4). Sparse taxon sampling has previously been proposed to confound phylogenetic inference(5), and captures only a fraction of the genomic diversity. Here we report a substantial step towards the dense representation of avian phylogenetic and molecular diversity, by analysing 363 genomes from 92.4% of bird families—including 267 newly sequenced genomes produced for phase II of the Bird 10,000 Genomes (B10K) Project. We use this comparative genome dataset in combination with a pipeline that leverages a reference-free whole-genome alignment to identify orthologous regions in greater numbers than has previously been possible and to recognize genomic novelties in particular bird lineages. The densely sampled alignment provides a single-base-pair map of selection, has more than doubled the fraction of bases that are confidently predicted to be under conservation and reveals extensive patterns of weak selection in predominantly non-coding DNA. Our results demonstrate that increasing the diversity of genomes used in comparative studies can reveal more shared and lineage-specific variation, and improve the investigation of genomic characteristics. We anticipate that this genomic resource will offer new perspectives on evolutionary processes in cross-species comparative analyses and assist in efforts to conserve species.
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spelling pubmed-77594632021-01-04 Dense sampling of bird diversity increases power of comparative genomics Feng, Shaohong Stiller, Josefin Deng, Yuan Armstrong, Joel Fang, Qi Reeve, Andrew Hart Xie, Duo Chen, Guangji Guo, Chunxue Faircloth, Brant C. Petersen, Bent Wang, Zongji Zhou, Qi Diekhans, Mark Chen, Wanjun Andreu-Sánchez, Sergio Margaryan, Ashot Howard, Jason Travis Parent, Carole Pacheco, George Sinding, Mikkel-Holger S. Puetz, Lara Cavill, Emily Ribeiro, Ângela M. Eckhart, Leopold Fjeldså, Jon Hosner, Peter A. Brumfield, Robb T. Christidis, Les Bertelsen, Mads F. Sicheritz-Ponten, Thomas Tietze, Dieter Thomas Robertson, Bruce C. Song, Gang Borgia, Gerald Claramunt, Santiago Lovette, Irby J. Cowen, Saul J. Njoroge, Peter Dumbacher, John Philip Ryder, Oliver A. Fuchs, Jérôme Bunce, Michael Burt, David W. Cracraft, Joel Meng, Guanliang Hackett, Shannon J. Ryan, Peter G. Jønsson, Knud Andreas Jamieson, Ian G. da Fonseca, Rute R. Braun, Edward L. Houde, Peter Mirarab, Siavash Suh, Alexander Hansson, Bengt Ponnikas, Suvi Sigeman, Hanna Stervander, Martin Frandsen, Paul B. van der Zwan, Henriette van der Sluis, Rencia Visser, Carina Balakrishnan, Christopher N. Clark, Andrew G. Fitzpatrick, John W. Bowman, Reed Chen, Nancy Cloutier, Alison Sackton, Timothy B. Edwards, Scott V. Foote, Dustin J. Shakya, Subir B. Sheldon, Frederick H. Vignal, Alain Soares, André E. R. Shapiro, Beth González-Solís, Jacob Ferrer-Obiol, Joan Rozas, Julio Riutort, Marta Tigano, Anna Friesen, Vicki Dalén, Love Urrutia, Araxi O. Székely, Tamás Liu, Yang Campana, Michael G. Corvelo, André Fleischer, Robert C. Rutherford, Kim M. Gemmell, Neil J. Dussex, Nicolas Mouritsen, Henrik Thiele, Nadine Delmore, Kira Liedvogel, Miriam Franke, Andre Hoeppner, Marc P. Krone, Oliver Fudickar, Adam M. Milá, Borja Ketterson, Ellen D. Fidler, Andrew Eric Friis, Guillermo Parody-Merino, Ángela M. Battley, Phil F. Cox, Murray P. Lima, Nicholas Costa Barroso Prosdocimi, Francisco Parchman, Thomas Lee Schlinger, Barney A. Loiselle, Bette A. Blake, John G. Lim, Haw Chuan Day, Lainy B. Fuxjager, Matthew J. Baldwin, Maude W. Braun, Michael J. Wirthlin, Morgan Dikow, Rebecca B. Ryder, T. Brandt Camenisch, Glauco Keller, Lukas F. DaCosta, Jeffrey M. Hauber, Mark E. Louder, Matthew I. M. Witt, Christopher C. McGuire, Jimmy A. Mudge, Joann Megna, Libby C. Carling, Matthew D. Wang, Biao Taylor, Scott A. Del-Rio, Glaucia Aleixo, Alexandre Vasconcelos, Ana Tereza Ribeiro Mello, Claudio V. Weir, Jason T. Haussler, David Li, Qiye Yang, Huanming Wang, Jian Lei, Fumin Rahbek, Carsten Gilbert, M. Thomas P. Graves, Gary R. Jarvis, Erich D. Paten, Benedict Zhang, Guojie Nature Article Whole-genome sequencing projects are increasingly populating the tree of life and characterizing biodiversity(1–4). Sparse taxon sampling has previously been proposed to confound phylogenetic inference(5), and captures only a fraction of the genomic diversity. Here we report a substantial step towards the dense representation of avian phylogenetic and molecular diversity, by analysing 363 genomes from 92.4% of bird families—including 267 newly sequenced genomes produced for phase II of the Bird 10,000 Genomes (B10K) Project. We use this comparative genome dataset in combination with a pipeline that leverages a reference-free whole-genome alignment to identify orthologous regions in greater numbers than has previously been possible and to recognize genomic novelties in particular bird lineages. The densely sampled alignment provides a single-base-pair map of selection, has more than doubled the fraction of bases that are confidently predicted to be under conservation and reveals extensive patterns of weak selection in predominantly non-coding DNA. Our results demonstrate that increasing the diversity of genomes used in comparative studies can reveal more shared and lineage-specific variation, and improve the investigation of genomic characteristics. We anticipate that this genomic resource will offer new perspectives on evolutionary processes in cross-species comparative analyses and assist in efforts to conserve species. Nature Publishing Group UK 2020-11-11 2020 /pmc/articles/PMC7759463/ /pubmed/33177665 http://dx.doi.org/10.1038/s41586-020-2873-9 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Feng, Shaohong
Stiller, Josefin
Deng, Yuan
Armstrong, Joel
Fang, Qi
Reeve, Andrew Hart
Xie, Duo
Chen, Guangji
Guo, Chunxue
Faircloth, Brant C.
Petersen, Bent
Wang, Zongji
Zhou, Qi
Diekhans, Mark
Chen, Wanjun
Andreu-Sánchez, Sergio
Margaryan, Ashot
Howard, Jason Travis
Parent, Carole
Pacheco, George
Sinding, Mikkel-Holger S.
Puetz, Lara
Cavill, Emily
Ribeiro, Ângela M.
Eckhart, Leopold
Fjeldså, Jon
Hosner, Peter A.
Brumfield, Robb T.
Christidis, Les
Bertelsen, Mads F.
Sicheritz-Ponten, Thomas
Tietze, Dieter Thomas
Robertson, Bruce C.
Song, Gang
Borgia, Gerald
Claramunt, Santiago
Lovette, Irby J.
Cowen, Saul J.
Njoroge, Peter
Dumbacher, John Philip
Ryder, Oliver A.
Fuchs, Jérôme
Bunce, Michael
Burt, David W.
Cracraft, Joel
Meng, Guanliang
Hackett, Shannon J.
Ryan, Peter G.
Jønsson, Knud Andreas
Jamieson, Ian G.
da Fonseca, Rute R.
Braun, Edward L.
Houde, Peter
Mirarab, Siavash
Suh, Alexander
Hansson, Bengt
Ponnikas, Suvi
Sigeman, Hanna
Stervander, Martin
Frandsen, Paul B.
van der Zwan, Henriette
van der Sluis, Rencia
Visser, Carina
Balakrishnan, Christopher N.
Clark, Andrew G.
Fitzpatrick, John W.
Bowman, Reed
Chen, Nancy
Cloutier, Alison
Sackton, Timothy B.
Edwards, Scott V.
Foote, Dustin J.
Shakya, Subir B.
Sheldon, Frederick H.
Vignal, Alain
Soares, André E. R.
Shapiro, Beth
González-Solís, Jacob
Ferrer-Obiol, Joan
Rozas, Julio
Riutort, Marta
Tigano, Anna
Friesen, Vicki
Dalén, Love
Urrutia, Araxi O.
Székely, Tamás
Liu, Yang
Campana, Michael G.
Corvelo, André
Fleischer, Robert C.
Rutherford, Kim M.
Gemmell, Neil J.
Dussex, Nicolas
Mouritsen, Henrik
Thiele, Nadine
Delmore, Kira
Liedvogel, Miriam
Franke, Andre
Hoeppner, Marc P.
Krone, Oliver
Fudickar, Adam M.
Milá, Borja
Ketterson, Ellen D.
Fidler, Andrew Eric
Friis, Guillermo
Parody-Merino, Ángela M.
Battley, Phil F.
Cox, Murray P.
Lima, Nicholas Costa Barroso
Prosdocimi, Francisco
Parchman, Thomas Lee
Schlinger, Barney A.
Loiselle, Bette A.
Blake, John G.
Lim, Haw Chuan
Day, Lainy B.
Fuxjager, Matthew J.
Baldwin, Maude W.
Braun, Michael J.
Wirthlin, Morgan
Dikow, Rebecca B.
Ryder, T. Brandt
Camenisch, Glauco
Keller, Lukas F.
DaCosta, Jeffrey M.
Hauber, Mark E.
Louder, Matthew I. M.
Witt, Christopher C.
McGuire, Jimmy A.
Mudge, Joann
Megna, Libby C.
Carling, Matthew D.
Wang, Biao
Taylor, Scott A.
Del-Rio, Glaucia
Aleixo, Alexandre
Vasconcelos, Ana Tereza Ribeiro
Mello, Claudio V.
Weir, Jason T.
Haussler, David
Li, Qiye
Yang, Huanming
Wang, Jian
Lei, Fumin
Rahbek, Carsten
Gilbert, M. Thomas P.
Graves, Gary R.
Jarvis, Erich D.
Paten, Benedict
Zhang, Guojie
Dense sampling of bird diversity increases power of comparative genomics
title Dense sampling of bird diversity increases power of comparative genomics
title_full Dense sampling of bird diversity increases power of comparative genomics
title_fullStr Dense sampling of bird diversity increases power of comparative genomics
title_full_unstemmed Dense sampling of bird diversity increases power of comparative genomics
title_short Dense sampling of bird diversity increases power of comparative genomics
title_sort dense sampling of bird diversity increases power of comparative genomics
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7759463/
https://www.ncbi.nlm.nih.gov/pubmed/33177665
http://dx.doi.org/10.1038/s41586-020-2873-9
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AT dafonsecaruter densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT braunedwardl densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT houdepeter densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT mirarabsiavash densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT suhalexander densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT hanssonbengt densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT ponnikassuvi densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT sigemanhanna densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT stervandermartin densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT frandsenpaulb densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT vanderzwanhenriette densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT vandersluisrencia densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT vissercarina densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT balakrishnanchristophern densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT clarkandrewg densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT fitzpatrickjohnw densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT bowmanreed densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT chennancy densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT cloutieralison densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT sacktontimothyb densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT edwardsscottv densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT footedustinj densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT shakyasubirb densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT sheldonfrederickh densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT vignalalain densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT soaresandreer densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT shapirobeth densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT gonzalezsolisjacob densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT ferrerobioljoan densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT rozasjulio densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT riutortmarta densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT tiganoanna densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT friesenvicki densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT dalenlove densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT urrutiaaraxio densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT szekelytamas densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT liuyang densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT campanamichaelg densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT corveloandre densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT fleischerrobertc densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT rutherfordkimm densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT gemmellneilj densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT dussexnicolas densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT mouritsenhenrik densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT thielenadine densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT delmorekira densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT liedvogelmiriam densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT frankeandre densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT hoeppnermarcp densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT kroneoliver densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT fudickaradamm densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT milaborja densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT kettersonellend densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT fidlerandreweric densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT friisguillermo densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT parodymerinoangelam densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT battleyphilf densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT coxmurrayp densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT limanicholascostabarroso densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT prosdocimifrancisco densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT parchmanthomaslee densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT schlingerbarneya densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT loisellebettea densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT blakejohng densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT limhawchuan densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT daylainyb densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT fuxjagermatthewj densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT baldwinmaudew densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT braunmichaelj densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT wirthlinmorgan densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT dikowrebeccab densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT rydertbrandt densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT camenischglauco densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT kellerlukasf densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT dacostajeffreym densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT haubermarke densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT loudermatthewim densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT wittchristopherc densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT mcguirejimmya densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT mudgejoann densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT megnalibbyc densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT carlingmatthewd densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT wangbiao densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT taylorscotta densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT delrioglaucia densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT aleixoalexandre densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT vasconcelosanaterezaribeiro densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT melloclaudiov densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT weirjasont densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT hausslerdavid densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT liqiye densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT yanghuanming densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT wangjian densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT leifumin densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT rahbekcarsten densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT gilbertmthomasp densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT gravesgaryr densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT jarviserichd densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT patenbenedict densesamplingofbirddiversityincreasespowerofcomparativegenomics
AT zhangguojie densesamplingofbirddiversityincreasespowerofcomparativegenomics