Cargando…
Open Source Drug Discovery with the Malaria Box Compound Collection for Neglected Diseases and Beyond
A major cause of the paucity of new starting points for drug discovery is the lack of interaction between academia and industry. Much of the global resource in biology is present in universities, whereas the focus of medicinal chemistry is still largely within industry. Open source drug discovery, w...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4965013/ https://www.ncbi.nlm.nih.gov/pubmed/27467575 http://dx.doi.org/10.1371/journal.ppat.1005763 |
_version_ | 1782445193789702144 |
---|---|
author | Van Voorhis, Wesley C. Adams, John H. Adelfio, Roberto Ahyong, Vida Akabas, Myles H. Alano, Pietro Alday, Aintzane Alemán Resto, Yesmalie Alsibaee, Aishah Alzualde, Ainhoa Andrews, Katherine T. Avery, Simon V. Avery, Vicky M. Ayong, Lawrence Baker, Mark Baker, Stephen Ben Mamoun, Choukri Bhatia, Sangeeta Bickle, Quentin Bounaadja, Lotfi Bowling, Tana Bosch, Jürgen Boucher, Lauren E. Boyom, Fabrice F. Brea, Jose Brennan, Marian Burton, Audrey Caffrey, Conor R. Camarda, Grazia Carrasquilla, Manuela Carter, Dee Belen Cassera, Maria Chih-Chien Cheng, Ken Chindaudomsate, Worathad Chubb, Anthony Colon, Beatrice L. Colón-López, Daisy D. Corbett, Yolanda Crowther, Gregory J. Cowan, Noemi D’Alessandro, Sarah Le Dang, Na Delves, Michael DeRisi, Joseph L. Du, Alan Y. Duffy, Sandra Abd El-Salam El-Sayed, Shimaa Ferdig, Michael T. Fernández Robledo, José A. Fidock, David A. Florent, Isabelle Fokou, Patrick V. T. Galstian, Ani Gamo, Francisco Javier Gokool, Suzanne Gold, Ben Golub, Todd Goldgof, Gregory M. Guha, Rajarshi Guiguemde, W. Armand Gural, Nil Guy, R. Kiplin Hansen, Michael A. E. Hanson, Kirsten K. Hemphill, Andrew Hooft van Huijsduijnen, Rob Horii, Takaaki Horrocks, Paul Hughes, Tyler B. Huston, Christopher Igarashi, Ikuo Ingram-Sieber, Katrin Itoe, Maurice A. Jadhav, Ajit Naranuntarat Jensen, Amornrat Jensen, Laran T. Jiang, Rays H. Y. Kaiser, Annette Keiser, Jennifer Ketas, Thomas Kicka, Sebastien Kim, Sunyoung Kirk, Kiaran Kumar, Vidya P. Kyle, Dennis E. Lafuente, Maria Jose Landfear, Scott Lee, Nathan Lee, Sukjun Lehane, Adele M. Li, Fengwu Little, David Liu, Liqiong Llinás, Manuel Loza, Maria I. Lubar, Aristea Lucantoni, Leonardo Lucet, Isabelle Maes, Louis Mancama, Dalu Mansour, Nuha R. March, Sandra McGowan, Sheena Medina Vera, Iset Meister, Stephan Mercer, Luke Mestres, Jordi Mfopa, Alvine N. Misra, Raj N. Moon, Seunghyun Moore, John P. Morais Rodrigues da Costa, Francielly Müller, Joachim Muriana, Arantza Nakazawa Hewitt, Stephen Nare, Bakela Nathan, Carl Narraidoo, Nathalie Nawaratna, Sujeevi Ojo, Kayode K. Ortiz, Diana Panic, Gordana Papadatos, George Parapini, Silvia Patra, Kailash Pham, Ngoc Prats, Sarah Plouffe, David M. Poulsen, Sally-Ann Pradhan, Anupam Quevedo, Celia Quinn, Ronald J. Rice, Christopher A. Abdo Rizk, Mohamed Ruecker, Andrea St. Onge, Robert Salgado Ferreira, Rafaela Samra, Jasmeet Robinett, Natalie G. Schlecht, Ulrich Schmitt, Marjorie Silva Villela, Filipe Silvestrini, Francesco Sinden, Robert Smith, Dennis A. Soldati, Thierry Spitzmüller, Andreas Stamm, Serge Maximilian Sullivan, David J. Sullivan, William Suresh, Sundari Suzuki, Brian M. Suzuki, Yo Swamidass, S. Joshua Taramelli, Donatella Tchokouaha, Lauve R. Y. Theron, Anjo Thomas, David Tonissen, Kathryn F. Townson, Simon Tripathi, Abhai K. Trofimov, Valentin Udenze, Kenneth O. Ullah, Imran Vallieres, Cindy Vigil, Edgar Vinetz, Joseph M. Voong Vinh, Phat Vu, Hoan Watanabe, Nao-aki Weatherby, Kate White, Pamela M. Wilks, Andrew F. Winzeler, Elizabeth A. Wojcik, Edward Wree, Melanie Wu, Wesley Yokoyama, Naoaki Zollo, Paul H. A. Abla, Nada Blasco, Benjamin Burrows, Jeremy Laleu, Benoît Leroy, Didier Spangenberg, Thomas Wells, Timothy Willis, Paul A. |
author_facet | Van Voorhis, Wesley C. Adams, John H. Adelfio, Roberto Ahyong, Vida Akabas, Myles H. Alano, Pietro Alday, Aintzane Alemán Resto, Yesmalie Alsibaee, Aishah Alzualde, Ainhoa Andrews, Katherine T. Avery, Simon V. Avery, Vicky M. Ayong, Lawrence Baker, Mark Baker, Stephen Ben Mamoun, Choukri Bhatia, Sangeeta Bickle, Quentin Bounaadja, Lotfi Bowling, Tana Bosch, Jürgen Boucher, Lauren E. Boyom, Fabrice F. Brea, Jose Brennan, Marian Burton, Audrey Caffrey, Conor R. Camarda, Grazia Carrasquilla, Manuela Carter, Dee Belen Cassera, Maria Chih-Chien Cheng, Ken Chindaudomsate, Worathad Chubb, Anthony Colon, Beatrice L. Colón-López, Daisy D. Corbett, Yolanda Crowther, Gregory J. Cowan, Noemi D’Alessandro, Sarah Le Dang, Na Delves, Michael DeRisi, Joseph L. Du, Alan Y. Duffy, Sandra Abd El-Salam El-Sayed, Shimaa Ferdig, Michael T. Fernández Robledo, José A. Fidock, David A. Florent, Isabelle Fokou, Patrick V. T. Galstian, Ani Gamo, Francisco Javier Gokool, Suzanne Gold, Ben Golub, Todd Goldgof, Gregory M. Guha, Rajarshi Guiguemde, W. Armand Gural, Nil Guy, R. Kiplin Hansen, Michael A. E. Hanson, Kirsten K. Hemphill, Andrew Hooft van Huijsduijnen, Rob Horii, Takaaki Horrocks, Paul Hughes, Tyler B. Huston, Christopher Igarashi, Ikuo Ingram-Sieber, Katrin Itoe, Maurice A. Jadhav, Ajit Naranuntarat Jensen, Amornrat Jensen, Laran T. Jiang, Rays H. Y. Kaiser, Annette Keiser, Jennifer Ketas, Thomas Kicka, Sebastien Kim, Sunyoung Kirk, Kiaran Kumar, Vidya P. Kyle, Dennis E. Lafuente, Maria Jose Landfear, Scott Lee, Nathan Lee, Sukjun Lehane, Adele M. Li, Fengwu Little, David Liu, Liqiong Llinás, Manuel Loza, Maria I. Lubar, Aristea Lucantoni, Leonardo Lucet, Isabelle Maes, Louis Mancama, Dalu Mansour, Nuha R. March, Sandra McGowan, Sheena Medina Vera, Iset Meister, Stephan Mercer, Luke Mestres, Jordi Mfopa, Alvine N. Misra, Raj N. Moon, Seunghyun Moore, John P. Morais Rodrigues da Costa, Francielly Müller, Joachim Muriana, Arantza Nakazawa Hewitt, Stephen Nare, Bakela Nathan, Carl Narraidoo, Nathalie Nawaratna, Sujeevi Ojo, Kayode K. Ortiz, Diana Panic, Gordana Papadatos, George Parapini, Silvia Patra, Kailash Pham, Ngoc Prats, Sarah Plouffe, David M. Poulsen, Sally-Ann Pradhan, Anupam Quevedo, Celia Quinn, Ronald J. Rice, Christopher A. Abdo Rizk, Mohamed Ruecker, Andrea St. Onge, Robert Salgado Ferreira, Rafaela Samra, Jasmeet Robinett, Natalie G. Schlecht, Ulrich Schmitt, Marjorie Silva Villela, Filipe Silvestrini, Francesco Sinden, Robert Smith, Dennis A. Soldati, Thierry Spitzmüller, Andreas Stamm, Serge Maximilian Sullivan, David J. Sullivan, William Suresh, Sundari Suzuki, Brian M. Suzuki, Yo Swamidass, S. Joshua Taramelli, Donatella Tchokouaha, Lauve R. Y. Theron, Anjo Thomas, David Tonissen, Kathryn F. Townson, Simon Tripathi, Abhai K. Trofimov, Valentin Udenze, Kenneth O. Ullah, Imran Vallieres, Cindy Vigil, Edgar Vinetz, Joseph M. Voong Vinh, Phat Vu, Hoan Watanabe, Nao-aki Weatherby, Kate White, Pamela M. Wilks, Andrew F. Winzeler, Elizabeth A. Wojcik, Edward Wree, Melanie Wu, Wesley Yokoyama, Naoaki Zollo, Paul H. A. Abla, Nada Blasco, Benjamin Burrows, Jeremy Laleu, Benoît Leroy, Didier Spangenberg, Thomas Wells, Timothy Willis, Paul A. |
author_sort | Van Voorhis, Wesley C. |
collection | PubMed |
description | A major cause of the paucity of new starting points for drug discovery is the lack of interaction between academia and industry. Much of the global resource in biology is present in universities, whereas the focus of medicinal chemistry is still largely within industry. Open source drug discovery, with sharing of information, is clearly a first step towards overcoming this gap. But the interface could especially be bridged through a scale-up of open sharing of physical compounds, which would accelerate the finding of new starting points for drug discovery. The Medicines for Malaria Venture Malaria Box is a collection of over 400 compounds representing families of structures identified in phenotypic screens of pharmaceutical and academic libraries against the Plasmodium falciparum malaria parasite. The set has now been distributed to almost 200 research groups globally in the last two years, with the only stipulation that information from the screens is deposited in the public domain. This paper reports for the first time on 236 screens that have been carried out against the Malaria Box and compares these results with 55 assays that were previously published, in a format that allows a meta-analysis of the combined dataset. The combined biochemical and cellular assays presented here suggest mechanisms of action for 135 (34%) of the compounds active in killing multiple life-cycle stages of the malaria parasite, including asexual blood, liver, gametocyte, gametes and insect ookinete stages. In addition, many compounds demonstrated activity against other pathogens, showing hits in assays with 16 protozoa, 7 helminths, 9 bacterial and mycobacterial species, the dengue fever mosquito vector, and the NCI60 human cancer cell line panel of 60 human tumor cell lines. Toxicological, pharmacokinetic and metabolic properties were collected on all the compounds, assisting in the selection of the most promising candidates for murine proof-of-concept experiments and medicinal chemistry programs. The data for all of these assays are presented and analyzed to show how outstanding leads for many indications can be selected. These results reveal the immense potential for translating the dispersed expertise in biological assays involving human pathogens into drug discovery starting points, by providing open access to new families of molecules, and emphasize how a small additional investment made to help acquire and distribute compounds, and sharing the data, can catalyze drug discovery for dozens of different indications. Another lesson is that when multiple screens from different groups are run on the same library, results can be integrated quickly to select the most valuable starting points for subsequent medicinal chemistry efforts. |
format | Online Article Text |
id | pubmed-4965013 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-49650132016-08-18 Open Source Drug Discovery with the Malaria Box Compound Collection for Neglected Diseases and Beyond Van Voorhis, Wesley C. Adams, John H. Adelfio, Roberto Ahyong, Vida Akabas, Myles H. Alano, Pietro Alday, Aintzane Alemán Resto, Yesmalie Alsibaee, Aishah Alzualde, Ainhoa Andrews, Katherine T. Avery, Simon V. Avery, Vicky M. Ayong, Lawrence Baker, Mark Baker, Stephen Ben Mamoun, Choukri Bhatia, Sangeeta Bickle, Quentin Bounaadja, Lotfi Bowling, Tana Bosch, Jürgen Boucher, Lauren E. Boyom, Fabrice F. Brea, Jose Brennan, Marian Burton, Audrey Caffrey, Conor R. Camarda, Grazia Carrasquilla, Manuela Carter, Dee Belen Cassera, Maria Chih-Chien Cheng, Ken Chindaudomsate, Worathad Chubb, Anthony Colon, Beatrice L. Colón-López, Daisy D. Corbett, Yolanda Crowther, Gregory J. Cowan, Noemi D’Alessandro, Sarah Le Dang, Na Delves, Michael DeRisi, Joseph L. Du, Alan Y. Duffy, Sandra Abd El-Salam El-Sayed, Shimaa Ferdig, Michael T. Fernández Robledo, José A. Fidock, David A. Florent, Isabelle Fokou, Patrick V. T. Galstian, Ani Gamo, Francisco Javier Gokool, Suzanne Gold, Ben Golub, Todd Goldgof, Gregory M. Guha, Rajarshi Guiguemde, W. Armand Gural, Nil Guy, R. Kiplin Hansen, Michael A. E. Hanson, Kirsten K. Hemphill, Andrew Hooft van Huijsduijnen, Rob Horii, Takaaki Horrocks, Paul Hughes, Tyler B. Huston, Christopher Igarashi, Ikuo Ingram-Sieber, Katrin Itoe, Maurice A. Jadhav, Ajit Naranuntarat Jensen, Amornrat Jensen, Laran T. Jiang, Rays H. Y. Kaiser, Annette Keiser, Jennifer Ketas, Thomas Kicka, Sebastien Kim, Sunyoung Kirk, Kiaran Kumar, Vidya P. Kyle, Dennis E. Lafuente, Maria Jose Landfear, Scott Lee, Nathan Lee, Sukjun Lehane, Adele M. Li, Fengwu Little, David Liu, Liqiong Llinás, Manuel Loza, Maria I. Lubar, Aristea Lucantoni, Leonardo Lucet, Isabelle Maes, Louis Mancama, Dalu Mansour, Nuha R. March, Sandra McGowan, Sheena Medina Vera, Iset Meister, Stephan Mercer, Luke Mestres, Jordi Mfopa, Alvine N. Misra, Raj N. Moon, Seunghyun Moore, John P. Morais Rodrigues da Costa, Francielly Müller, Joachim Muriana, Arantza Nakazawa Hewitt, Stephen Nare, Bakela Nathan, Carl Narraidoo, Nathalie Nawaratna, Sujeevi Ojo, Kayode K. Ortiz, Diana Panic, Gordana Papadatos, George Parapini, Silvia Patra, Kailash Pham, Ngoc Prats, Sarah Plouffe, David M. Poulsen, Sally-Ann Pradhan, Anupam Quevedo, Celia Quinn, Ronald J. Rice, Christopher A. Abdo Rizk, Mohamed Ruecker, Andrea St. Onge, Robert Salgado Ferreira, Rafaela Samra, Jasmeet Robinett, Natalie G. Schlecht, Ulrich Schmitt, Marjorie Silva Villela, Filipe Silvestrini, Francesco Sinden, Robert Smith, Dennis A. Soldati, Thierry Spitzmüller, Andreas Stamm, Serge Maximilian Sullivan, David J. Sullivan, William Suresh, Sundari Suzuki, Brian M. Suzuki, Yo Swamidass, S. Joshua Taramelli, Donatella Tchokouaha, Lauve R. Y. Theron, Anjo Thomas, David Tonissen, Kathryn F. Townson, Simon Tripathi, Abhai K. Trofimov, Valentin Udenze, Kenneth O. Ullah, Imran Vallieres, Cindy Vigil, Edgar Vinetz, Joseph M. Voong Vinh, Phat Vu, Hoan Watanabe, Nao-aki Weatherby, Kate White, Pamela M. Wilks, Andrew F. Winzeler, Elizabeth A. Wojcik, Edward Wree, Melanie Wu, Wesley Yokoyama, Naoaki Zollo, Paul H. A. Abla, Nada Blasco, Benjamin Burrows, Jeremy Laleu, Benoît Leroy, Didier Spangenberg, Thomas Wells, Timothy Willis, Paul A. PLoS Pathog Research Article A major cause of the paucity of new starting points for drug discovery is the lack of interaction between academia and industry. Much of the global resource in biology is present in universities, whereas the focus of medicinal chemistry is still largely within industry. Open source drug discovery, with sharing of information, is clearly a first step towards overcoming this gap. But the interface could especially be bridged through a scale-up of open sharing of physical compounds, which would accelerate the finding of new starting points for drug discovery. The Medicines for Malaria Venture Malaria Box is a collection of over 400 compounds representing families of structures identified in phenotypic screens of pharmaceutical and academic libraries against the Plasmodium falciparum malaria parasite. The set has now been distributed to almost 200 research groups globally in the last two years, with the only stipulation that information from the screens is deposited in the public domain. This paper reports for the first time on 236 screens that have been carried out against the Malaria Box and compares these results with 55 assays that were previously published, in a format that allows a meta-analysis of the combined dataset. The combined biochemical and cellular assays presented here suggest mechanisms of action for 135 (34%) of the compounds active in killing multiple life-cycle stages of the malaria parasite, including asexual blood, liver, gametocyte, gametes and insect ookinete stages. In addition, many compounds demonstrated activity against other pathogens, showing hits in assays with 16 protozoa, 7 helminths, 9 bacterial and mycobacterial species, the dengue fever mosquito vector, and the NCI60 human cancer cell line panel of 60 human tumor cell lines. Toxicological, pharmacokinetic and metabolic properties were collected on all the compounds, assisting in the selection of the most promising candidates for murine proof-of-concept experiments and medicinal chemistry programs. The data for all of these assays are presented and analyzed to show how outstanding leads for many indications can be selected. These results reveal the immense potential for translating the dispersed expertise in biological assays involving human pathogens into drug discovery starting points, by providing open access to new families of molecules, and emphasize how a small additional investment made to help acquire and distribute compounds, and sharing the data, can catalyze drug discovery for dozens of different indications. Another lesson is that when multiple screens from different groups are run on the same library, results can be integrated quickly to select the most valuable starting points for subsequent medicinal chemistry efforts. Public Library of Science 2016-07-28 /pmc/articles/PMC4965013/ /pubmed/27467575 http://dx.doi.org/10.1371/journal.ppat.1005763 Text en https://creativecommons.org/publicdomain/zero/1.0/ This is an open-access article distributed under the terms of the Creative Commons Public Domain declaration, which stipulates that, once placed in the public domain, this work may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. |
spellingShingle | Research Article Van Voorhis, Wesley C. Adams, John H. Adelfio, Roberto Ahyong, Vida Akabas, Myles H. Alano, Pietro Alday, Aintzane Alemán Resto, Yesmalie Alsibaee, Aishah Alzualde, Ainhoa Andrews, Katherine T. Avery, Simon V. Avery, Vicky M. Ayong, Lawrence Baker, Mark Baker, Stephen Ben Mamoun, Choukri Bhatia, Sangeeta Bickle, Quentin Bounaadja, Lotfi Bowling, Tana Bosch, Jürgen Boucher, Lauren E. Boyom, Fabrice F. Brea, Jose Brennan, Marian Burton, Audrey Caffrey, Conor R. Camarda, Grazia Carrasquilla, Manuela Carter, Dee Belen Cassera, Maria Chih-Chien Cheng, Ken Chindaudomsate, Worathad Chubb, Anthony Colon, Beatrice L. Colón-López, Daisy D. Corbett, Yolanda Crowther, Gregory J. Cowan, Noemi D’Alessandro, Sarah Le Dang, Na Delves, Michael DeRisi, Joseph L. Du, Alan Y. Duffy, Sandra Abd El-Salam El-Sayed, Shimaa Ferdig, Michael T. Fernández Robledo, José A. Fidock, David A. Florent, Isabelle Fokou, Patrick V. T. Galstian, Ani Gamo, Francisco Javier Gokool, Suzanne Gold, Ben Golub, Todd Goldgof, Gregory M. Guha, Rajarshi Guiguemde, W. Armand Gural, Nil Guy, R. Kiplin Hansen, Michael A. E. Hanson, Kirsten K. Hemphill, Andrew Hooft van Huijsduijnen, Rob Horii, Takaaki Horrocks, Paul Hughes, Tyler B. Huston, Christopher Igarashi, Ikuo Ingram-Sieber, Katrin Itoe, Maurice A. Jadhav, Ajit Naranuntarat Jensen, Amornrat Jensen, Laran T. Jiang, Rays H. Y. Kaiser, Annette Keiser, Jennifer Ketas, Thomas Kicka, Sebastien Kim, Sunyoung Kirk, Kiaran Kumar, Vidya P. Kyle, Dennis E. Lafuente, Maria Jose Landfear, Scott Lee, Nathan Lee, Sukjun Lehane, Adele M. Li, Fengwu Little, David Liu, Liqiong Llinás, Manuel Loza, Maria I. Lubar, Aristea Lucantoni, Leonardo Lucet, Isabelle Maes, Louis Mancama, Dalu Mansour, Nuha R. March, Sandra McGowan, Sheena Medina Vera, Iset Meister, Stephan Mercer, Luke Mestres, Jordi Mfopa, Alvine N. Misra, Raj N. Moon, Seunghyun Moore, John P. Morais Rodrigues da Costa, Francielly Müller, Joachim Muriana, Arantza Nakazawa Hewitt, Stephen Nare, Bakela Nathan, Carl Narraidoo, Nathalie Nawaratna, Sujeevi Ojo, Kayode K. Ortiz, Diana Panic, Gordana Papadatos, George Parapini, Silvia Patra, Kailash Pham, Ngoc Prats, Sarah Plouffe, David M. Poulsen, Sally-Ann Pradhan, Anupam Quevedo, Celia Quinn, Ronald J. Rice, Christopher A. Abdo Rizk, Mohamed Ruecker, Andrea St. Onge, Robert Salgado Ferreira, Rafaela Samra, Jasmeet Robinett, Natalie G. Schlecht, Ulrich Schmitt, Marjorie Silva Villela, Filipe Silvestrini, Francesco Sinden, Robert Smith, Dennis A. Soldati, Thierry Spitzmüller, Andreas Stamm, Serge Maximilian Sullivan, David J. Sullivan, William Suresh, Sundari Suzuki, Brian M. Suzuki, Yo Swamidass, S. Joshua Taramelli, Donatella Tchokouaha, Lauve R. Y. Theron, Anjo Thomas, David Tonissen, Kathryn F. Townson, Simon Tripathi, Abhai K. Trofimov, Valentin Udenze, Kenneth O. Ullah, Imran Vallieres, Cindy Vigil, Edgar Vinetz, Joseph M. Voong Vinh, Phat Vu, Hoan Watanabe, Nao-aki Weatherby, Kate White, Pamela M. Wilks, Andrew F. Winzeler, Elizabeth A. Wojcik, Edward Wree, Melanie Wu, Wesley Yokoyama, Naoaki Zollo, Paul H. A. Abla, Nada Blasco, Benjamin Burrows, Jeremy Laleu, Benoît Leroy, Didier Spangenberg, Thomas Wells, Timothy Willis, Paul A. Open Source Drug Discovery with the Malaria Box Compound Collection for Neglected Diseases and Beyond |
title | Open Source Drug Discovery with the Malaria Box Compound Collection for Neglected Diseases and Beyond |
title_full | Open Source Drug Discovery with the Malaria Box Compound Collection for Neglected Diseases and Beyond |
title_fullStr | Open Source Drug Discovery with the Malaria Box Compound Collection for Neglected Diseases and Beyond |
title_full_unstemmed | Open Source Drug Discovery with the Malaria Box Compound Collection for Neglected Diseases and Beyond |
title_short | Open Source Drug Discovery with the Malaria Box Compound Collection for Neglected Diseases and Beyond |
title_sort | open source drug discovery with the malaria box compound collection for neglected diseases and beyond |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4965013/ https://www.ncbi.nlm.nih.gov/pubmed/27467575 http://dx.doi.org/10.1371/journal.ppat.1005763 |
work_keys_str_mv | AT vanvoorhiswesleyc opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT adamsjohnh opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT adelfioroberto opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT ahyongvida opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT akabasmylesh opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT alanopietro opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT aldayaintzane opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT alemanrestoyesmalie opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT alsibaeeaishah opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT alzualdeainhoa opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT andrewskatherinet opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT averysimonv opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT averyvickym opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT ayonglawrence opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT bakermark opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT bakerstephen opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT benmamounchoukri opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT bhatiasangeeta opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT bicklequentin opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT bounaadjalotfi opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT bowlingtana opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT boschjurgen opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT boucherlaurene opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT boyomfabricef opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT breajose opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT brennanmarian opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT burtonaudrey opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT caffreyconorr opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT camardagrazia opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT carrasquillamanuela opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT carterdee opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT belencasseramaria opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT chihchienchengken opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT chindaudomsateworathad opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT chubbanthony opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT colonbeatricel opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT colonlopezdaisyd opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT corbettyolanda opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT crowthergregoryj opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT cowannoemi opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT dalessandrosarah opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT ledangna opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT delvesmichael opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT derisijosephl opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT dualany opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT duffysandra opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT abdelsalamelsayedshimaa opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT ferdigmichaelt opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT fernandezrobledojosea opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT fidockdavida opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT florentisabelle opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT fokoupatrickvt opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT galstianani opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT gamofranciscojavier opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT gokoolsuzanne opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT goldben opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT golubtodd opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT goldgofgregorym opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT guharajarshi opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT guiguemdewarmand opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT guralnil opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT guyrkiplin opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT hansenmichaelae opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT hansonkirstenk opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT hemphillandrew opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT hooftvanhuijsduijnenrob opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT horiitakaaki opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT horrockspaul opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT hughestylerb opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT hustonchristopher opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT igarashiikuo opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT ingramsieberkatrin opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT itoemauricea opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT jadhavajit opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT naranuntaratjensenamornrat opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT jensenlarant opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT jiangrayshy opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT kaiserannette opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT keiserjennifer opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT ketasthomas opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT kickasebastien opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT kimsunyoung opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT kirkkiaran opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT kumarvidyap opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT kyledennise opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT lafuentemariajose opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT landfearscott opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT leenathan opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT leesukjun opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT lehaneadelem opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT lifengwu opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT littledavid opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT liuliqiong opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT llinasmanuel opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT lozamariai opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT lubararistea opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT lucantonileonardo opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT lucetisabelle opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT maeslouis opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT mancamadalu opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT mansournuhar opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT marchsandra opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT mcgowansheena opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT medinaveraiset opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT meisterstephan opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT mercerluke opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT mestresjordi opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT mfopaalvinen opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT misrarajn opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT moonseunghyun opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT moorejohnp opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT moraisrodriguesdacostafrancielly opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT mullerjoachim opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT murianaarantza opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT nakazawahewittstephen opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT narebakela opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT nathancarl opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT narraidoonathalie opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT nawaratnasujeevi opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT ojokayodek opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT ortizdiana opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT panicgordana opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT papadatosgeorge opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT parapinisilvia opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT patrakailash opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT phamngoc opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT pratssarah opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT plouffedavidm opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT poulsensallyann opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT pradhananupam opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT quevedocelia opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT quinnronaldj opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT ricechristophera opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT abdorizkmohamed opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT rueckerandrea opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT stongerobert opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT salgadoferreirarafaela opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT samrajasmeet opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT robinettnatalieg opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT schlechtulrich opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT schmittmarjorie opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT silvavillelafilipe opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT silvestrinifrancesco opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT sindenrobert opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT smithdennisa opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT soldatithierry opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT spitzmullerandreas opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT stammsergemaximilian opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT sullivandavidj opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT sullivanwilliam opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT sureshsundari opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT suzukibrianm opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT suzukiyo opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT swamidasssjoshua opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT taramellidonatella opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT tchokouahalauvery opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT theronanjo opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT thomasdavid opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT tonissenkathrynf opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT townsonsimon opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT tripathiabhaik opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT trofimovvalentin opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT udenzekennetho opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT ullahimran opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT vallierescindy opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT vigiledgar opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT vinetzjosephm opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT voongvinhphat opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT vuhoan opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT watanabenaoaki opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT weatherbykate opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT whitepamelam opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT wilksandrewf opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT winzelerelizabetha opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT wojcikedward opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT wreemelanie opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT wuwesley opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT yokoyamanaoaki opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT zollopaulha opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT ablanada opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT blascobenjamin opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT burrowsjeremy opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT laleubenoit opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT leroydidier opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT spangenbergthomas opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT wellstimothy opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond AT willispaula opensourcedrugdiscoverywiththemalariaboxcompoundcollectionforneglecteddiseasesandbeyond |