AI is a viable alternative to high throughput screening: a 318-target study. (2024)

Author

Affilliation

Autores com diversas filiações em notas
Fundação Oswaldo Cruz. Instituto Rene Rachou. Belo Horizonte, MG, Brasil
Fundação Oswaldo Cruz. Instituto René Rachou. Belo Horizonte, MG. Brazil.
Fundação Oswaldo Cruz. Instituto René Rachou. Belo Horizonte, MG. Brazil.

Citation

THE ATOMWISE AIMS PROGRAM. AI is a viable alternative to high throughput screening: a 318-target study. Scientific Reports, v. 14, n. 1, p. 7526, 2024. doi.org/10.1038/s41598-024-54655-z.

ISSN

2045-2322

Notes

IzharWallachAtomwise Inc. San Francisco, USA.Denzil BernardAtomwise Inc. San Francisco, USA. Kong NguyenAtomwise Inc. San Francisco, USA.Gregory HoAtomwise Inc. San Francisco, USA.Adrian MorrisonAtomwise Inc. San Francisco, USA.Adrian SteculaAtomwise Inc. San Francisco, USA.Andreana RosnikAtomwise Inc. San Francisco, USA.Ann Marie O’SullivanAtomwise Inc. San Francisco, USA.Aram DavtyanAtomwise Inc. San Francisco, USA.Ben SamudioAtomwise Inc. San Francisco, USA. BillThomasAtomwise Inc. San Francisco, USA.BradWorleyAtomwise Inc. San Francisco, USA.Brittany ButlerAtomwise Inc. San Francisco, USA.Christian Laggner Atomwise Inc. San Francisco, USA.DesireeThayer Atomwise Inc. San Francisco, USA.Ehsan Moharreri Atomwise Inc. San Francisco, USA.Greg Friedland Atomwise Inc. San Francisco, USA.HaTruong Atomwise Inc. San Francisco, USA.Henry van den Bedem Atomwise Inc. San Francisco, USA.Ho Leung Ng Atomwise Inc. San Francisco, USA.Kate Staford Atomwise Inc. San Francisco, USA.Krishna Sarangapani Atomwise Inc. San Francisco, USA.KyleGiesler Atomwise Inc. San Francisco, USA.Lien Ngo Atomwise Inc. San Francisco, USA.Michael Mysinger Atomwise Inc. San Francisco, USA.MostafaAhmed Atomwise Inc. San Francisco, USA.Nicholas J.Anthis Atomwise Inc. San Francisco, USA.Niel Henriksen Atomwise Inc. San Francisco, USA.PawelGniewek Atomwise Inc. San Francisco, USA.Sam Eckert Atomwise Inc. San Francisco, USA.Saulo de Oliveira Atomwise Inc. San Francisco, USA.Shabbir Suterwala Atomwise Inc. San Francisco, USA.SrimukhVeccham Krishna PrasadPrasad Atomwise Inc. San Francisco, USA.Stefani Shek Atomwise Inc. San Francisco, USA.Stephanie Contreras Atomwise Inc. San Francisco, USA. Stephanie Hare Atomwise Inc. San Francisco, USA.Teresa Palazzo Atomwise Inc. San Francisco, USA. Terrence E. O’Brien Atomwise Inc. San Francisco, USA.TessaVanGrack Atomwise Inc. San Francisco, USA. TifanyWilliams Atomwise Inc. San Francisco, USA.Ting Rong Chern Atomwise Inc. San Francisco, USA.Victor Kenyon Atomwise Inc. San Francisco, USA. Andreia H. Lee Amgen. Thousand Oaks, USA.Andrew B. Cann OpenAI. San Francisco, USA Bastiaan Bergman Model Medicines. La Jolla, USA.Brandon M.Anderson Atomic.AI. San Francisco, USA.Bryan D. Cox Edifce Health Inc. San Mateo, USA.Jefrey M. Warrington METiS Therapeutics. Cambridge, USA. Jon M. Sorenson Genentech. San Mateo, USA. Joshua M.Goldenberg US Navy Medical Service Corps Officer. San Mateo, USA. Matthew A.Young Totus Medicines, Inc. Emeryville, USA. Nicholas DeHaan Cytokinetics, Inc. South San Francisco, USA. Ryan P. Pemberton Nurix Therapeutics. San Francisco, USA. Stefan SchroedlAmazon Alexa. Suite, USA. Tigran M.AbramyanTotus Medicines, Inc. Emeryville, USA/The University of North Carolina at Chapel Hill Eshelman School of Pharmacy. Chapel Hill, USA. Tush*taGuptaRefbered Inc. Cupertino, USA. Venkatesh Mysore NVIDIA. Santa Clara, USA. Adam G. Presser Harvard TH Chan School of Public Health. Boston, USA.Adolfo A. Ferrando Columbia University. New York, USA. Adriano D.AndricopuloUniversity of São Paulo. São Paulo, SP, Brazil. AgnidiptaGhoshAlbert Einstein College of Medicine. Bronx, USA.AichaGharbiAyachi Nanyang Technological University. Singapore, Singapore. Aisha Mushtaq University of Washington. Seattle, USA. Ala M. ShaqraChan Medical School, University of Massachusetts. Worcester, USA. Alan Kie LeongTohQueensland University of Technology, Brisbane. USA.AlanV. SmrckaUniversity of Michigan Medical School. Ann Arbor, USA. Alberto CicciaColumbia University. Irving Medical Center. New York, USA.Aldo Sena de OliveiraUniversidade Federal de Santa Catarina. Florianópolis, SC, Brazil.Aleksandr SverzhinskyUniversité de Montréal. Montreal, Canada. Alessandra Mara de SousaFundação Oswaldo Cruz. Instituto René Rachou. Belo Horizonte, MG. Brazil. 31 Herbert Wertheim College of Medicine. Biomolecular Science Institute. Florida International University. Miami, USA. Alexander I.Agoulnik Herbert Wertheim College of Medicine. Biomolecular Science Institute. Florida International University. Miami, USA. Alexander Kushnir NYU Langone Health. New York, USA. Alexander N. Freiberg The University of Texas Medical Branch at Galveston. Galveston, USA AlexanderV. Statsyuk University of Houston. Galveston, USA.Alexandre R.Gingras University of California. San Diego, USA. Alexei DegterevSchool of Medicine. Tufts University. Medford, USA. AlexeyTomilovUniversity of California Davis. Davis, USA. AliceVrielink University of Western Australia. Crawley, Australia.AlisaA. GaraevaUniversity of Groningen. Groningen, The Netherlands. Amanda Bryant FriedrichWayne State University. Detroit, USA. Amedeo CafischUniversity of Zurich. Zürich, Switzerland. Amit K. PatelUniversity of California. San Diego, USA. AmithVikram RangarajanStanford University. Stanford, USA.An MatheeussenUniversity of Antwerp. Antwerp, Belgium.Andrea BattistoniUniversity of Rome Tor Vergata. Rome, Italy. Andrea CaporaliUniversity of Edinburgh. Edinburgh, UK.Andrea Chini Department of Plant Molecular Genetics+ Centro Nacional de Biotecnología, Consejo Superior de Investigaciones Científcas. Madrid, Spain. Andrea IlariItalian National Research Council. Rome, Italy. Andrea Mattevi University of Pavia. Pavia, Italy. Andrea Talbot Foote University of Vermont. Burlington, USA. AndreaTrabocchi University of Florence. Florence, Italy. Andreas StahlUniversity of California. Berkeley, Berkeley, USA Andrew B. Herr Cincinnati Children’s Hospital Medical Center. Cincinnati, USA. Andrew Berti Wayne State University. Detroit, USA. Andrew Freywald University of Saskatchewan. Saskatoon, Canada. Andrew G. Reidenbach Broad Institute of MIT and Harvard. Cambridge, USA. Andrew LamBoston University. Boston, USA.Andrew R. Cuddihy CancerCare Manitoba Research Institute. Winnipeg, Canada. Andrew WhiteUniversity of Michigan. Ann Arbor, USA. AngeloTaglialatela Columbia University. New York, USA. Anil K. Ojha Wadsworth Center. New York State Department of Health and University at Albany. Albany, USA. Ann M. Cathcart DanaFarber Cancer Institute. Boston, USA. AnnaA. L. Motyl University of Edinburgh. Edinburgh, UK.Anna Borowska University of Groningen. Groningen, The Netherlands. Anna D’Antuono University of Parma. Parma, Italy. Anna K. H. Hirsch Helmholtz Institute for Pharmaceutical Research Saarland. Saarbrücken, Germany. Anna Maria Porcelli University of Bologna. Bologna, Italy Anna Minakova University of Pavia. Pavia, Italy. Anna Montanaro University of Parma. Parma, Italy. Anna Müller University of Zurich. Zürich, Switzerland. Annarita Fiorillo Sapienza University of Rome. Rome, Italy. AnniinaVirtanen Tampere University. Tampere, Finland. Anthony J. O’Donoghue University of California. San Diego, USA. Antonio Del Rio Flores University of California. Berkeley, Berkeley, USA. Antonio E. GarmendiaUniversity of Connecticut. Storrs, USA. Antonio Pineda Lucena Centro de Investigación Médica Aplicada. Universidad de Navarra. Pamplona, Spain. Antonito T. Panganiban Tulane National Primate Research Center. Tulane University. Covington, USA. Ariela Samantha University of Western Australia. Crawley, Australia.Arnab K. Chatterjee Scripps Research, San Diego, USA. Arthur L. Haas Louisiana State University School of Medicine. New Orleans, USA. Ashleigh S. Paparella Albert Einstein College of Medicine. Bronx, USA.Ashley L. St. John Duke-NUS Medical School. Singapore, Singapore. Ashutosh Prince Case Western Reserve University. Cleveland, USA.Assmaa ElSheikh Oregon Health and Science University and Tanta University in Tanta. Tanta, Egypt. Athena MarieApfel University of Michigan. Ann Arbor, USA. Audrey Colomba University College London. London, UK.Austin O’Dea Saint Louis University. St. Louis, USA. Bakary N’tji Diallo Rhodes University. Makhanda, South Africa.Beatriz Murta Rezende Moraes Ribeiro Universidade Federal de Minas Gerais. Belo Horizonte, MG, Brazil. BenA. Bailey Elkin University of Manitoba. Winnipeg, Canada. Benjamin L. EdelmanNational Jewish Health. Denver, USA. Benjamin Liou Cincinnati Children’s Hospital Medical Center. Cincinnati, USA. Benjamin Perry Drugs for Neglected Diseases Initiative. Geneva, Switzerland. Benjamin Soon Kai Chua The University of Adelaide. Adelaide, Australia.Benjámin Kováts Mcule, Budapest. Hungary. Bernhard Englinger DanaFarber Cancer Institute. Boston, USA. Bijina Balakrishnan University of Utah. Salt Lake City, USA. Bin Gong The University of Texas Medical Branch at Galveston. Galveston, USA. BogosAgianianAlbert Einstein College of Medicine. Bronx, USA. Brandon Pressly University of California Davis. Davis, USA. Brenda P. Medellin Salas The University of Texas at Austin. Austin, USA.Brendan M. Duggan University of California. San Diego, USA. BrianV.Geisbrecht Kansas State University. Manhattan, USA. BrianW. Dymock UniQuest Pty Ltd. St Lucia, Australia. Brianna C. Morten UniQuest Pty Ltd. St Lucia, Australia. Bruce D. Hammock University of California Davis. Davis, USA. Bruno Eduardo Fernandes Mota Universidade Federal de Minas Gerais. Belo Horizonte, MG, Brazil. Bryan C. Dickinson University of Chicago. Chicago, USA. Cameron Fraser Harvard University. Cambridge, USA. Camille Lempicki University of Freiburg. Freiburg Im Breisgau, Germany. Carl D. Novina Dana-Farber Cancer Institute and Harvard Medical School. Boston, USA. CarlesTornerIRB Barcelona. Barcelona, Spain. Carlo Ballatore University of California. San Diego, USA. Carlotta Bom Istituto Italiano Di Tecnologia. Genoa, Italy. Carly J. ChapmanQIMR Berghofer Medical Research Institute. Herston, Australia. Carrie L. Partch University of California. Santa Cruz, Santa Cruz, USA. CatherineT. Chaton University of Kentucky. Lexington, USA. Chang Huang University of Connecticut. Storrs, USA. Chao YieYang University of Tennessee Health Science Center. Memphis, USA.Charlene M. Kahler University of Western Australia. Crawley, Australia.Charles Karan Columbia University. Irving Medical Center. New York, USA.Charles Keller Children’s Cancer Therapy Development Institute. Beaverton, USA. Chelsea L. Dieck Columbia University Medical Center. New York, USA. Chen Huimei Duke-NUS Medical School. Singapore, Singapore. Chen LiuYale School of Medicine. New Haven, USA. Cheryl Peltier University of Manitoba. Winnipeg, Canada. Chinmay Kumar Mantri Duke-NUS Medical School. Singapore, Singapore. Chinyere Maat Kemet Boston University. Boston, USA.Christa E. Müller University of Bonn, Bonn. Germany. ChristianWeberLudwig-Maximilians-Universität München. Munich, Germany. Christina M. Zeina DanaFarber Cancer Institute. Boston, USA. Christine S. Muli Purdue University. West Lafayette, USA. Christophe Morisseau University of California Davis. Davis, USA. Cigdem Alkan The University of Texas Medical Branch at Galveston. Galveston, USA. Clara Reglero Columbia University. New York, USA. CodyA. Loy Purdue University. West Lafayette, USA. Cornelia M. Wilson Canterbury Christ Church University. Canterbury, UK. Courtney Myhr Herbert Wertheim College of Medicine. Biomolecular Science Institute. Florida International University. Miami, USA. CristinaArrigoni University of Pavia. Pavia, Italy. Cristina PaulinoUniversity of Groningen. Groningen, The Netherlands. César SantiagoNational Centre for Biotechnology. Madrid, Spain. Dahai Luo Nanyang Technological University. Singapore, Singapore.Damon J.Tumes University of South Australia and SA Pathology. Adelaide, Australia.Daniel A. Keedy CUNY Advanced Science Research Center. New York, USA.DanielA. Lawrence University of Michigan. Ann Arbor, USA. Daniel Chen The University of Toledo. Toledo, USA. Danny Manor Case Western Reserve University. Cleveland, USA.Darci J.Trader Canterbury Christ Church University. Canterbury, UK. David A. Hildeman Cincinnati Children’s Hospital Medical Center. Cincinnati, USA. David H. Drewry University of North Carolina at Chapel Hill. Chapel Hill, USA. David J. Dowling Boston Children’s Hospital and Harvard Medical School. Boston, USA.David J. Hosfeld University of Chicago. Chicago, USA. David M. Smith West Virginia University. Morgantown, USA. David Moreira Universidade de Santiago de Compostela. Santiago, Spain. David P. Siderovski University of North Texas Health Science Center at Fort Worth. Fort Worth, USA. David Shum Institut Pasteur Korea, Seongnam. South Korea. DavidT. Krist Carle Illinois College of Medicine. Urbana, USA. David W. H. Riches National Jewish Health. Denver, USA. Davide Maria Ferraris Università del Piemonte Orientale. Vercelli, Italy. Deborah H.Anderson Saskatchewan Cancer Agency. Saskatoon, Canada. Deirdre R. CoombeCurtin University. Bentley, Australia.Derek S. Welsbie University of California. San Diego, USA. Di HuCase Western Reserve University. Cleveland, USA. Diana Ortiz Oregon Health and Science University. Portland, USA. DinaAlramadhaniVirginia Commonwealth University. Richmond, USA. Dingqiang ZhangTufts University. Medford, USA. Dipayan Chaudhuri University of Utah. Salt Lake City, USA. Dirk J. Slotboom University of Groningen. Groningen, The Netherlands. Donald R. RonningUniversity of Nebraska Medical Center. Omaha, USA. Donghan Lee University of Louisville. Louisville, USA. Dorian Dirksen Dana Farber Cancer Institute. Boston, USA. DouglasA. Shoue University of Notre Dame. Notre Dame, USA.Douglas William ZochodneUniversity of Alberta. Edmonton, Canada.Durga Krishnamurthy Cincinnati Childrens Hospital Medical Center. Cincinnati, USA.Dustin Duncan University of Toronto. Toronto, Canada.Dylan M.Glubb QIMR Berghofer Medical Research Institute. Herston, Australia. Edoardo Luigi Maria Gelardi University of Piemonte Orientale. Vercelli, Italy. Edward C. HsiaoUniversity of California. San Francisco, San Francisco, USA. Edward G. Lynn St. Joseph’s Healthcare Hamilton, and Hamilton Center for Kidney Research. McMaster University. Hamilton, Canada.Elany Barbosa Silva Skaggs School of Pharmacy and Pharmaceutical Sciences. University of California San Diego. San Diego, USA. ElenaAguileraUniversidad de La República. Montevideo, Uruguay. Elena Lenci University of Florence. Florence, Italy. Elena Theres AbrahamUniversity of Cologne. Cologne, Germany. Eleonora Lama University of Bologna. Bologna, Italy Eleonora Mameli University of Edinburgh. Edinburgh, UK.Elisa Leung University of Toronto. Toronto, Canada. Emily M. Christensen Johnson University. Knoxville, USA.Emily R. Mason Indiana University. Bloomington, USA.Enrico Petretto Duke-NUS Medical School. Singapore, Singapore. Ephraim F.Trakhtenberg School of Medicine. University of Connecticut. Farmington, USA.Eric J. Rubin Harvard TH Chan School of Public Health. Boston, USA. Erick Strauss Stellenbosch University. Stellenbosch, South Africa. Erik W.Thompson Queensland University of Technology, Brisbane. USA. Erika Cione University of Calabria. Arcavacata, Italy.Erika Mathes Lisabeth Michigan State University. East Lansing, USA. Erkang Fan University of Washington. Washington, USA. Erna Geessien Kroon Universidade Federal de Minas Gerais. Belo Horizonte, MG, Brazil. Eunji Jo Institut Pasteur Korea, Seongnam. South Korea.Eva M.García CuestaNational Centre for Biotechnology. Madrid, Spain. EvgeniaGlukhov University of California. San Diego, USA.EvripidisGavathiotis Albert Einstein College of Medicine. Bronx, USA.FangYu1 Wayne State University. Detroit, USA. Fei Xiang Gachon University, Seongnam. South Korea. Fenfei Leng Florida International University. Miami, USA. Feng Wang California Institute of Technology. Pasadena, USA. Filippo Ingoglia University of Utah. Salt Lake City, USA. Focco van denAkker Case Western Reserve University. Cleveland, USA.Francesco Borriello Boston Children’s Hospital. Boston, USA. Franco J. Vizeacoumar Saskatchewan Cancer Agency and University of Saskatchewan. Saskatchewan, Canada.Frank Luh Sino-American Cancer Foundation. Covina, USA. Frederick S. Buckner University of Washington. Washington, USA. Frederick S.Vizeacoumar University of Saskatchewan. Saskatoon, Canada. Fredj Ben Bdira Leiden University, Leiden. The Netherlands. Fredrik Svensson University College London. London, UK.G. Marcela Rodriguez Rutgers University. Newark, USA.Gabriella Bognár Mcule, Budapest. Hungary. Gaia LemboCore Research Laboratory. ISPRO, Florence, Italy. Gang Zhang Caltech. Pasadena, USA. Garrett Dempsey University of California. Berkeley, Berkeley, USA. Gary Eitzen Gaétan Mayer Montreal Heart Institute and Université de Montréal. Montreal, Canada. Geofrey L. Greene University of Chicago. Chicago, USA. George A. Garcia University of Michigan. Ann Arbor, USA. Gergely L. Lukacs McGill University. Montreal, Canada. Gergely Prikler Mcule, Budapest. Hungary. Gian Carlo G. Parico University of California. Santa Cruz, Santa Cruz, USA. Gianni Colotti Italian National Research Council. Rome, Italy. Gilles De Keulenaer Antwerp University. Antwerp, Belgium. Gino Cortopassi University of California Davis. Davis, USA. Giovanni Roti University of Parma. Parma, Italy. Giulia Girolimetti University of Bologna. Bologna, ItalyGiuseppe Fiermonte University of Bari Aldo Moro. Bari, Italy. Giuseppe Gasparre Alma Mater Studiorum-University of Bologna. Bologna, Italy. Giuseppe Leuzzi Columbia University. New York, USA. Gopal Dahal University of Toledo. Toledo, USA. Gracjan Michlewski International Institute of Molecular and Cell Biology in Warsaw. Warsaw, Poland/Infection Medicine, University of Edinburgh The Chancellor’s Building. Edinburgh, UK. Graeme L. Conn Emory University. Atlanta, USA. Grant David Stuchbury UniQuest Pty Ltd. St Lucia, Australia. Gregory R. Bowman University of Pennsylvania. Philadelphia, USA. Grzegorz Maria Popowicz Helmholtz Zentrum München. Munich, Germany. GuidoVeit McGill University. Montreal, Canada. Guilherme Eduardo de Souza University of São Paulo. São Paulo, SP, Brazil. GustavAkk Washington University School of Medicine. St. Louis, USA.Guy Caljon University of Antwerp. Antwerp, Belgium.GuzmánAlvarez CENUR Litoral Norte. Universidad de La República. Montevideo, Uruguay. Gwennan Rucinski University of Southampton. Southampton, UK. Gyeongeun Lee Institut Pasteur Korea, Seongnam. South Korea. Gökhan Cildir Centre for Cancer Biology. University of South Australia. Adelaide, Australia. Hai Li Columbia University. Irving Medical Center. New York, USA.Hairol E. Breton University of Missouri. Columbia, USA. Hamed Jafar Nejad Baylor College of Medicine. Houston, USA. Han Zhou Yale University. New Haven, USA. Hannah P. Moore Reno School of Medicine. University of Nevada. Reno, USA. HannahTilford University of Southampton. Southampton, UK. HaynesYuan University of Manitoba and CancerCare Manitoba, Winnipeg, Canada. Heesung Shim University of California Davis. Davis, USA. Heike Wulf University of California Davis. Davis, USA. Heinrich Hoppe Rhodes University. Makhanda, South Africa.Helena Chaytow University of Edinburgh. Edinburgh, UK.Heng KeatTam Goethe University Frankfurt. Frankfurt, Germany. Holly Van Remmen Oklahoma Medical Research Foundation/Oklahoma City VA Medical Center. Oklahoma City, USA.Hongyang Xu Oklahoma Medical Research Foundation. Oklahoma City, USA. Hosana Maria Debonsi Department of Biomolecular Sciences. School of Pharmaceutical Sciences of Ribeirão Preto. University of São Paulo. Ribeirão Preto, SP, Brazil. Howard B. Lieberman Columbia University. Irving Medical Center. New York, USA.Hoyoung Jung Ulsan National Institute of Science and Technology. Ulsan, South Korea. Hua Ying Fan University of New Mexico Comprehensive Cancer Center. Albuquerque, USA. Hui FengBoston University. Boston, USA Hui Zhou Columbia University. New York, USA. Hyeong Jun Kim Ulsan National Institute of Science and Technology. Ulsan, South Korea. Iain R.Greig University of Aberdeen, Aberdeen, UK.Ileana Caliandro University of Turin, Turin, Italy. Ileana Corvo Universidad de La República. Montevideo, Uruguay.ImanolArozarena Navarrabiomed-IdiSNA. Pamplona, Spain. Imran N. Mungrue Independent. Los Angeles, USA. Ingrid M. Verhamme Vanderbilt University Medical Center. Nashville, USA. InsafAhmed Qureshi University of Hyderabad. Hyderabad, India. Irina Lotsaris University of Sydney. Sydney, Australia. Isin Cakir University of Michigan. Ann Arbor, USA. J. Jeferson P. Perry University of California, Riverside. Riverside, USA. Jacek Kwiatkowski University of Hyderabad. Hyderabad, India. Jacob Boorman Case Western Reserve University. Cleveland, USA.Jacob Ferreira Weill Cornell Medicine. New York, NY, USA. Jacob Fries University of Toledo College of Medicine and Life Sciences. Toledo, USA. Jadel Müller Kratz Drugs for Neglected Diseases Initiative. Geneva, Switzerland. Jaden Miner University of Utah. Salt Lake City, USA. Jair L. Siqueira NetoUniversity of California. San Diego, USA. JamesG. Granneman School of Medicine. Wayne State University. Detroit, USA. James Ng University of Southampton. Southampton, UK. James ShorterUniversity of Pennsylvania. Philadelphia, USA. Jan Hendrik Voss University of Bonn, Bonn. Germany. Jan M.Gebauer University of Cologne. Cologne, Germany. Janelle Chuah West Virginia University. Morgantown, USA. Jarrod J. Mousa University of Georgia. Athens, USA. JasonT. Maynes The Hospital for Sick Children, Toronto. Canada. Jay D. Evans United States Department of Agriculture, Agricultural Research Service. Washington, DC, USA.Jefrey Dickhout McMaster University. Hamilton, Canada. Jefrey P. MacKeigan Michigan State University. East Lansing, USA. Jennifer N. Jossart University of California, Riverside. Riverside, USA. Jia Zhou The University of Texas Medical Branch at Galveston. Galveston, USA. Jiabei Lin University of Pennsylvania. Philadelphia, USA. Jiake Xu The University of Western Australia. Perth, Australia. JianghaiWang Sino-American Cancer Foundation. Covina, USA. Jiaqi Zhu The University of Connecticut, Storrs. USA. Jiayu Liao University of California, Riverside. Riverside, USA. Jingyi Xu University of California, Riverside. Riverside, USA. Jinshi Zhao Duke University School of Medicine. Durham, USA. Jiusheng Lin University of Nebraska-Lincoln. Lincoln, USA. Jiyoun Lee Sungshin University. Seoul, South Korea. Joana Reis University of Pavia. Pavia, Italy. Joerg Stetefeld University of Manitoba. Winnipeg, Canada. John B. Bruning University of Adelaide. Adelaide, Australia. John Burt Bruning The University of Adelaide. Adelaide, Australia.JohnG. Coles University Toronto. Toronto, Canada.John J. Tanner University of Missouri. Columbia, USA. John M. Pascal Université de Montréal. Montreal, Canada. Jonathan So Dana Farber Cancer Institute. Boston, USA. Jordan L. Pederick The University of Adelaide. Adelaide, Australia.Jose A. Costoya Universidade de Santiago de Compostela. Santiago, Spain. Joseph B. RaymanColumbia University. New York, USA.Joseph J. Maciag Cincinnati Children’s Hospital Medical Center. Cincinnati, USA. JoshuaAlexander Nasburg University of California Davis. Davis, USA. Joshua J. Gruber University of Texas Southwestern Medical Center. Dallas, USA.Joshua M. FinkelsteinBoston University. Boston, USA JoshuaWatkins University of Southampton. Southampton, UK. José Miguel Rodríguez Frade Centro Nacional de Biotecnologia. Madrid, Spain. JuanAntonio SanchezArias Centro de Investigación Médica Aplicada. Pamplona, Spain. Juan José Lasarte Centro de Investigación Médica Aplicada. Universidad de Navarra. Pamplona, Spain.Julen OyarzabalCentro de Investigación Médica Aplicada. Pamplona, Spain. Julian Milosavljevic University of Freiburg. Freiburg Im Breisgau, Germany Julie Cools Antwerp University. Antwerp, Belgium.Julien LescarNanyang Technological University. Singapore, Singapore. Julijus Bogomolovas University of California. San Diego, USA. Jun Wang Rutgers University. Newark, USA.Jung Min Kee Ulsan National Institute of Science and Technology. Ulsan, South Korea. Jung Min Kee Ulsan National Institute of Science and Technology. Ulsan, South Korea. Junzhuo LiaoUniversity of Wisconsin-Madison. Madison, USA.Jyothi C. Sistla Virginia Commonwealth University. Richmond, USA. Jônatas SantosAbrahão Universidade Federal de Minas Gerais. Belo Horizonte, MG, Brazil. Kamakshi Sishtla Indiana University School of Medicine. Indianapolis, USA.Karol R. Francisco University of California. San Diego, USA. Kasper B. Hansen University of Montana. Missoula, USA. KathleenA. Molyneaux Case Western Reserve University. Cleveland, USA.KathrynA. CunninghamThe University of Texas Medical Branch at Galveston. Galveston, USA. Katie R. Martin Michigan State University. East Lansing, USA. KavitaGadar Brunel University London. London, UK. Kayode K. OjoUniversity of Washington. Washington, USA. Keith S. Wong University of Toronto. Toronto, Canada. Kelly L. Wentworth University of California. San Francisco, San Francisco, USA. Kent Lai University of Utah. Salt Lake City, USA. KevinA. Lobb Rhodes University. Makhanda, South Africa.Kevin M. Hopkins Columbia University. Irving Medical Center. New York, USA.Keykavous Parang Chapman University. Orange, USA. Khaled Machaca Weill Cornell Medicine Qatar. Ar Rayyan, Qatar. Kien Pham Yale School of Medicine. New Haven, USA. Kim Ghilarducci Université du Québec À Montréal. Montreal, Canada.Kim S. Sugamori University of Toronto. Toronto, Canada. Kirk James McManusUniversity of Manitoba. Winnipeg, Canada. Kirsikka MustaTampere University. Tampere, Finland. Kiterie M. E. FallerUniversity of Edinburgh. Edinburgh, UK.Kiyo Nagamori Children’s Cancer Therapy Development Institute. Beaverton, USA. Konrad J. Mostert Stellenbosch University. Stellenbosch, South Africa. KonstantinV. Korotkov University of Kentucky. Lexington, USA.Koting Liu National Taiwan University. Taipei, Taiwan. Kristiana S. SmithRhodes College. Memphis, USA.Kristopher Sarosiek Harvard School of Public Health. Boston, USA.Kyle H. Rohde University of Central Florida. Orlando, USA.Kyu Kwang Kim University of Rochester. Rochester, USA. Kyung Hyeon Lee George Mason University. Fairfax, USA.Lajos PusztaiYale School of Medicine. New Haven, USA. Lari Lehtiö University of Oulu. Oulu, Finland. Larisa M. Haupt Queensland University of Technology, Brisbane. USA. Leah E. Cowen University of Toronto. Toronto, Canada. Lee J. Byrne Canterbury Christ Church University. Canterbury, UK. Leila Su Sino-American Cancer Foundation. Covina, USA. Leon Wert LamasDana-Farber Cancer Institute and Harvard Medical School. Boston, USA. Leonor Puchades Carrasco Instituto Investigación Sanitaria La Fe, Valencia, Spain Lifeng Chen University of Chicago. Chicago, USA. Linda H. MalkasCity of Hope Medical Center. Duarte, USA. Ling ZhuoLudwig Maximilians-University. Munich, Germany.Lizbeth Hedstrom Brandeis University. Waltham, USA.Lizbeth Hedstrom Brandeis University. Waltham, USA. Loren D. Walensky Dana Farber Cancer Institute. Boston, USA. Lorenzo AntonelliUniversity of Connecticut. Storrs, USA. Luisa Iommarini University of Bologna. Bologna, Italy Luke Whitesell University of Toronto. Toronto, Canada. Lía M. Randall Universidad de La República. Litoral Norte, Montevideo, Uruguay. M. Dahmani Fathallah Arabian Gulf University. Manama, Bahrain. Maira Harume Nagai Duke University School of Medicine. Durham, USA. Mairi Louise Kilkenny University of Cambridge. Cambridge, UK.Manu Ben Johny Columbia University. New York, USA. Marc P. Lussier Université du Québec À Montréal. Montreal, Canada. Marc P. Windisch Institut Pasteur Korea, Seongnam. South Korea. Marco Lolicato University of Pavia. Pavia, Italy. Marco Lucio LolliUniversity of Turin, Turin, Italy. Margot V leminckx University of Antwerp. Antwerp, Belgium.Maria Cristina CaroleoUniversity of Magna Graecia. Catanzaro, Italy. Maria J. Macias IRB Barcelona. Barcelona, Spain. Marilia Valli University of São Paulo. São Paulo, SP, Brazil. Marim M. Barghash University of Toronto. Toronto, Canada. Mario Mellado Centro Nacional de Biotecnologia. Madrid, Spain. Mark A. Tye Massachusetts General Hospital, Boston, USA. Mark A. Wilson University of Nebraska-Lincoln. Lincoln, USA. Mark HanninkUniversity of Missouri-Columbia. Columbia, USA. Mark R. Ashton UniQuest Pty Ltd. St Lucia, Australia. Mark Vincent C. dela Cerna University of 15 Louisville. Louisville, USA. Marta Giorgis University of Aberdeen, Aberdeen, UK.Martin K. Safo Virginia Commonwealth University. Richmond, USA. Martin St. Maurice Marquette University. Milwaukee, USA. MaryAnn McDowell University of Notre Dame. Notre Dame, USA. Marzia Pasquali University of Utah. Salt Lake City, USA. Masfque Mehedi University of North Dakota. Grand Forks, USA. Mateus Sá Magalhães SerafmUniversidade Federal de Minas Gerais. Belo Horizonte, MG, Brazil. Matthew B. Soellner University of Michigan. Ann Arbor, USA. Matthew G.AlteenSimon Fraser University. Burnaby, Canada. Matthew M. ChampionUniversity of Notre Dame. Notre Dame, USA.Maxim Skorodinsky CancerCare Manitoba Research Institute. Winnipeg, Canada.Megan L. O’Mara The University of Queensland, Brisbane, Australia. Mel Bedi Wayne State University. Detroit, USA. Menico RizziUniversità del Piemonte Orientale. Vercelli, Italy. Michael Levin Tufts University. Medford, USA. Michael Mowat University of Manitoba and CancerCare Manitoba Research Institute, Winnipeg, Canada. Michael R. Jackson Sanford Burnham Prebys, La Jolla, USA.Mikell Paige George Mason University. Fairfax, USA. MinnatallahAl Yozbaki Canterbury Christ Church University. Canterbury, UK. Miriam A.Giardini Skaggs School of Pharmacy and Pharmaceutical Sciences. University of California San Diego. San Diego, USA. Mirko M. Maksimainen University of Oulu. Oulu, Finland. Monica De Luise University of Bologna. Bologna, Italy Muhammad Saddam Hussain Indiana University School of Medicine. Indianapolis, USA.Myron Christodoulides University of Southampton. Southampton, UK. Natalia Stec International Institute of Molecular and Cell Biology in Warsaw. Warsaw, Poland. Natalia Zelinskaya Emory University. Atlanta, USA. NataschaVan Pelt University of Antwerp. Antwerp, Belgium.Nathan M. Merrill University of Michigan. Ann Arbor, USA. Nathanael Singh CUNY Advanced Science Research Center. New York, USA NeeltjeA. Kootstra University of Amsterdam, Amsterdam, The Netherlands. Neeraj Singh UConn Health, Farmington, USA. Neha S.Gandhi Queensland University of Technology, Brisbane. USA. Nei Li ChanNational Taiwan University. Taipei, Taiwan. Nguyen MaiTrinh Nanyang Technological University. Singapore, Singapore. Nicholas O. Schneider Marquette University. Milwaukee, USA. Nick Matovic UniQuest Pty Ltd. St Lucia, Australia. Nicola Horstmann The University of Texas MD Anderson Cancer Center, Houston, USA.Nicola Longo University of Utah. Salt Lake City, USA. Nikhil Bharambe Nanyang Technological University. Singapore, Singapore. Nirvan RouzbehUniversity of Montana. Missoula, USA. Niusha MahmoodiAlbert Einstein College of Medicine. Bronx, USA. Njabulo JoyfullGumede Walter Sisulu University, Mthatha, South Africa. Noelle C.Anastasio The University of Texas Medical Branch at Galveston. Galveston, USA. Noureddine Ben Khalaf Arabian Gulf University. Manama, Bahrain. Obdulia Rabal Centro de Investigación Médica Aplicada. Pamplona, Spain. Olga Kandror Harvard School of Public Health. Boston, USA. Olivier EscafreThe University of Texas Medical Branch at Galveston. Galveston, USA. Olli Silvennoinen Tampere University. Tampere, Finland. OzlemTastan Bishop Rhodes University. Makhanda, South Africa.Pablo Iglesias Universidade de Santiago de Compostela. Santiago, Spain. Pablo Sobrado Virginia Tech. Blacksburg, USA. Patrick Chuong University of Houston. Houston, USA. Patrick O’Connell Michigan State University. East Lansing, USA. Pau Martin Malpartida IRB Barcelona. Barcelona, Spain. Paul Mellor University of Saskatchewan. Saskatoon, Canada. Paul V. Fish University College London. London, UK.Pei Zhou Duke University School of Medicine. Durham, USA. Pengda LiuUniversity of North Carolina at Chapel Hill. Chapel Hill, USA.Pengda LiuUniversity of North Carolina at Chapel Hill. Chapel Hill, USA. Pengpeng Wu Rutgers University. New Brunswick, USA.Percy Agogo Mawuli University of North Texas Health Science Center at Fort Worth. Fort Worth, USA. Peter L. Jones University of Nevada. Reno, USA. Peter Ngoi University of California. Santa Cruz, Santa Cruz, USA. Peter Toogood University of Michigan. Ann Arbor, USA. Philbert Ip University of Toronto. Toronto, Canada. Philipp von Hundelshausen Ludwig-Maximilians-Universität München. Munich, Germany.Pil H. Lee University of Michigan. Ann Arbor, USA. Rachael B. Rowswell Turner University of Rochester. Rochester, USA. Rafael Balaña Fouce Universidad de León. León, Spain. Rafael Eduardo Oliveira RochaUniversidade Federal de Minas Gerais. Belo Horizonte, MG, Brazil. Rafael V. C. Guido University of São Paulo. São Paulo, SP, Brazil. Rafaela Salgado FerreiraUniversidade Federal de Minas Gerais. Belo Horizonte, MG, Brazil. Rajendra K.Agrawal58, Rajesh K. Harijan Albert Einstein College of Medicine. Bronx, USA.Rajesh Ramachandran School of Medicine. Case Western Reserve University. Cleveland, USA. RajkumarVerma School of Medicine. UConn Health. Farmington, USA. Rakesh K. SinghUniversity of Rochester Medical Center. Rochester, USA. Rakesh KumarTiwari Chapman University School of Pharmacy. Irvine, USA. Ralph Mazitschek Massachusetts General Hospital, Boston, USA. Rama K. Koppisetti University of Missouri. Columbia, USA. RemusT. Dame Leiden University, Leiden. The Netherlands. Renée N. Douville University of Winnipeg/St. Boniface Research Centre. Winnipeg, Canada. Richard C.Austin McMaster University. Hamilton, Canada. Richard E.Taylor University of Notre Dame. Notre Dame, USA.RichardG. Moore University of Rochester. Rochester, USA. Richard H. Ebright Rutgers University. Newark, USA.Richard M.AngellUniversity College London. London, UK. RiqiangYan UConn Health, Farmington, USA. Rishabh Kejriwal University of Connecticut. Storrs, USA. Robert A. Batey University of Toronto. Toronto, Canada. Robert Blelloch University of California. San Francisco, San Francisco, USA. Robert J.Vandenberg University of Sydney. Sydney, Australia. Robert J. Hickey City of Hope Medical Center. Duarte, USA. Robert J. Kelm Jr. University of Vermont. Burlington, USA.Robert J. Lake University of New Mexico Comprehensive Cancer Center. Albuquerque, USA. Robert K. Bradley Fred Hutchinson Cancer Center. Seattle, USA. Robert M. Blumenthal The University of Toledo. Toledo, USA. Roberto SolanoDepartment of Plant Molecular Genetics+ Centro Nacional de Biotecnología, Consejo Superior de Investigaciones Científcas. Madrid, Spain.Robin MatthiasGierse Helmholtz Institute for Pharmaceutical Research Saarland. Saarbrücken, Germany. Ronald E.Viola University of Toledo. Toledo, USA. Ronan R. McCarthyBrunel University London. London, UK. Rosa Maria RegueraUniversidad de León. León, Spain. RubenVazquez UribeTechnical University of Denmark. Kongens Lyngby, Denmark.Ruggiero Gorgoglione University of Bari Aldo Moro. Bari, Italy. RyanT. Cullinane Brandeis University. Waltham, USA. Sachin KatyalUniversity of Manitoba and CancerCare Manitoba, Winnipeg, Canada. Sakib HossainCUNY Advanced Science Research Center. New York, USA Sameer Phadke University of Michigan. Ann Arbor, USA. SamuelA. Shelburne The University of Texas MD Anderson Cancer Center, Houston, USA.Sandra E.GedenUniversity of Central Florida. Orlando, USA. Sandra Johannsen61, SarahWazir University of Oulu. Oulu, Finland. Scott Legare University of Manitoba. Winnipeg, Canada. Scott M. Landfear Oregon Health and Science University. Portland, USA. Senthil K. Radhakrishnan Virginia Commonwealth University. Richmond, USA. Serena Ammendola University of Rome Tor Vergata. Rome, Italy. Sergei Dzhumaev The City College of New York. New York, USA. Seung Yong SeoGachon University, Seongnam. South Korea. Shan Li California Institute of Technology. Pasadena, USA. Shan Zhou Baylor College of Medicine. Houston, USA. Shaoyou Chu Indiana University. Bloomington, USA.Shefali Chauhan Children’s Cancer, Therapy Development Institute. Beaverton, USA. Shinsaku Maruta Soka University. Hachioji, Japan/of Clinical Physiology. National Research Council. Pisa, Italy. Shireen R.Ashkar University of Michigan. Ann Arbor, USA. Show Ling ShyngOregon Health and Science University. Portland, USA. Silvestro G. Conticello Core Research Laboratory. ISPRO, Florence, Italy/ Institute of Clinical Physiology. National Research Council. Pisa, Italy. Silvia Buroni University of Pavia. Pavia, Italy. SilviaGaravagliaUniversità del Piemonte Orientale. Vercelli, Italy.Simon J. White University of Connecticut. Storrs, USA. Siran ZhuInternational Institute of Molecular and Cell Biology in Warsaw. Warsaw, Poland/Infection Medicine, University of Edinburgh The Chancellor’s Building. Edinburgh, UK. SofyaTsimbalyuk Charles Sturt University. Bathurst, Australia.Somaia Haque Chadni Florida International University. Miami, USA. SooYoung Byun Institut Pasteur Korea, Seongnam. South Korea. Soonju Park Institut Pasteur Korea, Seongnam. South Korea. Sophia Q. Xu Washington University. St Louis, USA. Sourav Banerjee University of Dundee. Dundee, UK. Stefan Zahler LudwigMaximilians-University. Munich, Germany. Stefano Espinoza Istituto Italiano Di Tecnologia. Genoa, Italy. StefanoGustincichIstituto Italiano Di Tecnologia. Genoa, Italy. Stefano Sainas University of Turin, Turin, Italy. Stephanie L. Celano Michigan State University. East Lansing, USA. Stephen J. Capuzzi University of North Carolina at Chapel Hill. Chapel Hill, USA. Stephen N.Waggoner Cincinnati Children’s Hospital Medical Center. University of Cincinnati College of Medicine. Cincinnati, USA. Steve Poirier Montreal Heart Institute. Montreal, Canada. Steven H. Olson Sanford Burnham Prebys, La Jolla, USA.Steven O. Marx Columbia University Vagelos College of Physicians and Surgeons. Columbia, USA. Steven R.Van Doren University of Missouri. Columbia, USA. Suryakala Sarilla Vanderbilt University Medical Center. Nashville, USA. Susann M. Brady Kalnay Case Western Reserve University. Cleveland, USA.Sydney Dallman University of North Dakota. Grand Forks, USA. Syeda Maryam AzeemCUNY Advanced Science Research Center. New York, USA TadahisaTeramoto Georgetown University. Washington, USA. Tamar MehlmanCUNY Advanced Science Research Center. New York, USA Tarryn Swart Rhodes University. Makhanda, South Africa.TatjanaAbafy Duke University. Durham, USA. TatosAkopianHarvard School of Public Health. Boston, USA. Teemu Haikarainen Tampere University. Tampere, Finland. Teresa Lozano MoredaCenter for Applied Medical Research. University of Navarra, Pamplona, Spain.Tetsuro IkegamiThe University of Texas Medical Branch at Galveston. Galveston, USA. Thaiz Rodrigues Teixeira Department of Biomolecular Sciences. School of Pharmaceutical Sciences of Ribeirão Preto. University of São Paulo. Ribeirão Preto, SP, Brazil. Thilina D. Jayasinghe University of Nebraska Medical Center. Omaha, USA.Thomas H.Gillingwater University of Edinburgh. Edinburgh, UK.Thomas KampourakisKing’s College London. London, UK. Timothy I. Richardson ndiana University School of Medicine. Indianapolis, USA.Timothy J. Herdendorf Kansas State University. Manhattan, USA. Timothy J. Kotzé Stellenbosch University. Stellenbosch, South Africa. Timothy R. O’MearaPrecision Vaccines Program. Division of Infectious Diseases. Boston Children’s Hospital. Boston, USA. TimothyW. Corson Indiana University School of Medicine. Indianapolis, USA.Tobias Hermle University of Freiburg. Freiburg Im Breisgau, Germany Tomisin Happy OgunwaSoka University. Hachioji, Japan. Tong Lan University of Chicago. Chicago, USA. Tong Su University of Missouri-Columbia. Columbia, USA. Toshihiro BanjoFred Hutchinson Cancer Research Center. Seattle, USA.TracyA. O’Mara QIMR Berghofer Medical Research Institute. Herston, Australia.Tristan Chou Stanford University. Stanford, USA Tsui Fen Chou California Institute of Technology. Pasadena, USA. Ulrich BaumannUniversity of Cologne. Cologne, Germany. Umesh R. DesaiVirginia Commonwealth University. Richmond, USA. Vaibhav P. Pai Tufts University. Medford, USA. Van ChiThai University of Western Australia. Crawley, Australia.VasudhaTandon University of Dundee. Dundee, UK. Versha Banerji University of Manitoba. Winnipeg, Canada. Victoria L. Robinson University of Connecticut. Storrs, USA. VigneshGunasekharan Yale University. New Haven, USA. Vigneshwaran NamasivayamUniversity of Bonn, Bonn. Germany. Vincent F. M. Segers University of Antwerp. Antwerp, Belgium.Vincent Maranda University of Saskatchewan. Saskatoon, Canada. Vincenza Dolce University of Calabria. Arcavacata, Italy. ViníciusGonçalves Maltarollo Universidade Federal de Minas Gerais. Belo Horizonte, MG, Brazil. Viola Camilla Scofone University of Pavia. Pavia, Italy. VirgilA. Woods CUNY Advanced Science Research Center. New York, USA Virginia Paola Ronchi Louisiana State University. Baton Rouge, USAVuongVan Hung LeMassey University. Palmerston North, New Zealand.W. Brent ClaytonPurdue University. West Lafayette, USA. W.Todd Lowther Wake Forest University School of Medicine. Winston Salem, USA. WalidA. Houry University of Toronto. Toronto, Canada. Wei Li Central South University. Changsha, China. WeipingTang University of Wisconsin-Madison. Madison, USA. Wenjun ZhangUniversity of California. Berkeley, Berkeley, USA. Wesley C.VanVoorhis University of Washington. Washington, USA. William A. Donaldson Marquette University. Milwaukee, USA. William C. Hahn DanaFarber Cancer Institute. Boston, USA. William G. Kerr SUNY Upstate Medical University. Syracuse, USA.William H.Gerwick Skaggs School of Pharmacy and Pharmaceutical Sciences. University of California San Diego. San Diego, USA. William J. BradshawUniversity of Oxford, Oxford. UK. Wuen Ee Foong Goethe-University. Frankfurt, Frankfurt, Germany.Xavier Blanchet Institute for Cardiovascular Prevention. Ludwig-Maximilians-Universität München. Munich, Germany.XiaoyangWu University of Chicago. Chicago, USA. Xin Lu University of Notre Dame. Notre Dame, USA.Xin Qi School of Medicine. Case Western Reserve University. Cleveland, USA. Xin XuKansas State University. Manhattan, USA. XinfangYu Baylor College of Medicine. Houston, USA. Xingping Qin Harvard T.H. Chan School of Public Health. Boston, USA.XingyouWangBrandeis University. Waltham, USA. XinruiYuan University of Tennessee Health Science Center. Memphis, USA. Xu ZhangSchool of Medicine. Boston University. Boston, USA. Yan Jessie ZhangThe University of Texas at Austin. Austin, USA. Yanmei Hu Rutgers University. Newark, USA.YasserAliAldhamen Michigan State University. East Lansing, USA. Yicheng Chen Case Western Reserve University. Cleveland, USA.Yihe Li Case Western Reserve University. Cleveland, USA.Ying SunCincinnati Children’s Hospital Medical Center. Cincinnati, USA. Yini Zhu University of Notre Dame. Notre Dame, USA.Yogesh K.Gupta University of Texas Health Science Center at San Antonio. San Antonio, USA. Yolanda Pérez Pertejo Universidad de León. León, Spain. Yong Li Baylor College of Medicine. Houston, USA. YoungTang University of Connecticut. Storrs, USA. Yuan He Wayne State University. Detroit, USA. Yuk ChingTse Dinh Florida International University. Miami, USA. YuliaA. Sidorova University of Helsinki. Helsinki, Finland. YunYen Sino-American Cancer Foundation. Covina, USA. Yunlong LiWadsworth Center. NYSDOH, Albany, USA. Zachary J. Frangos The University of Sydney. Sydney, Australia.Zara Chung Nanyang Technological University. Singapore, Singapore. Zhengchen SuThe University of Texas Medical Branch at Galveston. Galveston, USA. ZhengheWang Case Western Reserve University. Cleveland, USA.Zhiguo Zhang Columbia University. Irving Medical Center. New York, USA.Zhongle Liu University of Toronto. Toronto, Canada. Zintis Inde Harvard School of Public Health. Boston, USA. ZoraimaArtíaCENUR Litoral Norte. Universidad de La República. Montevideo, Uruguay. Abraham HeifetsAtomwise Inc. San Francisco, USA.