Large expert-curated database for benchmarking document similarity detection in biomedical literature search

• Author(s): Brown, Peter ; Tan, Aik-Choon ; El-Esawi, Mohamed A. ; Liehr, Thomas ; Blanck, Oliver ; Gladue, Douglas P. ; Almeida, Gabriel M. F. ; Cernava, Tomislav ; Sorzano, Carlos O. ; Yeung, Andy W. K. ; Engel, Michael S. ; Chandrasekaran, Arun Richard ; Muth, Thilo ; Staege, Martin S. ; Daulatabad, Swapna V. ; Widera, Darius ; Zhang, Junpeng ; Meule, Adrian ; Honjo, Ken ; Pourret, Olivier ; Yin, Cong-Cong ; Zhang, Zhongheng ; Cascella, Marco ; Flegel, Willy A. ; Goodyear, Carl S. ; van Raaij, Mark J. ; Bukowy-Bieryllo, Zuzanna ; Campana, Luca G. ; Kurniawan, Nicholas A. ; Lalaouna, David ; Huttner, Felix J. ; Ammerman, Brooke A. ; Ehret, Felix ; Cobine, Paul A. ; Tan, Ene-Choo ; Han, Hyemin ; Xia, Wenfeng ; McCrum, Christopher ; Dings, Ruud P. M. ; Marinello, Francesco ; Nilsson, Henrik ; Nixon, Brett ; Voskarides, Konstantinos ; Yang, Long ; Costa, Vincent D. ; Bengtsson-Palme, Johan ; Bradshaw, William ; Grimm, Dominik G. ; Kumar, Nitin ; Martis, Elvis ; Prieto, Daniel ; Sabnis, Sandeep C. ; Amer, Said E. D. R. ; Liew, Alan W. C. ; Perco, Paul ; Rahimi, Farid ; Riva, Giuseppe ; Zhang, Chongxing ; Devkota, Hari P. ; Ogami, Koichi ; Basharat, Zarrin ; Fierz, Walter ; Siebers, Robert ; Tan, Kok-Hian ; Boehme, Karen A. ; Brenneisen, Peter ; Brown, James A. L. ; Dalrymple, Brian P. ; Harvey, David J. ; Ng, Grace ; Werten, Sebastiaan ; Bleackley, Mark ; Dai, Zhanwu ; Dhariwal, Raman ; Gelfer, Yael ; Hartmann, Marcus D. ; Miotla, Pawel ; Tamaian, Radu ; Govender, Pragashnie ; Gurney-Champion, Oliver J. ; Kauppila, Joonas H. ; Zhang, Xiaolei ; Echeverria, Natalia ; Subhash, Santhilal ; Sallmon, Hannes ; Tofani, Marco ; Bae, Taeok ; Bosch, Oliver ; Cuiv, Paraic O. ; Danchin, Antoine ; Diouf, Barthelemy ; Eerola, Tuomas ; Evangelou, Evangelos ; Filipp, Fabian V. ; Klump, Hannes ; Kurgan, Lukasz ; Smith, Simon S. ; Terrier, Olivier ; Tuttle, Neil ; Ascher, David B. ; Janga, Sarath C. ; Schulte, Leon N. ; Becker, Daniel ; Browngardt, Christopher ; Bush, Stephen J. ; Gaullier, Guillaume ; Ide, Kazuki ; Meseko, Clement ; Werner, Gijsbert D. A. ; Zaucha, Jan ; Al-Farha, Abd A. ; Greenwald, Noah F. ; Popoola, Segun I. ; Rahman, Md Shaifur ; Xu, Jialin ; Yang, Sunny Y. ; Hiroi, Noboru ; Alper, Ozgul M. ; Baker, Chris I. ; Bitzer, Michael ; Chacko, George ; Debrabant, Birgit ; Dixon, Ray ; Forano, Evelyne ; Gilliham, Matthew ; Kelly, Sarah ; Klempnauer, Karl-Heinz ; Lidbury, Brett A. ; Lin, Michael Z. ; Lynch, Iseult ; Ma, Wujun ; Maibach, Edward W. ; Mather, Diane E. ; Nandakumar, Kutty S. ; Ohgami, Robert S. ; Parchi, Piero ; Tressoldi, Patrizio ; Xue, Yu ; Armitage, Charles ; Barraud, Pierre ; Chatzitheochari, Stella ; Coelho, Luis P. ; Diao, Jiajie ; Doxey, Andrew C. ; Gobet, Angelique ; Hu, Pingzhao ; Kaiser, Stefan ; Mitchell, Kate M. ; Salama, Mohamed F. ; Shabalin, Ivan G. ; Song, Haijun ; Stevanovic, Dejan ; Yadollahpour, Ali ; Zeng, Erliang ; Zinke, Katharina ; Alimba, C. G. ; Beyene, Tariku J. ; Cao, Zehong ; Chan, Sherwin S. ; Gatchell, Michael ; Kleppe, Andreas ; Piotrowski, Marcin ; Torga, Gonzalo ; Woldesemayat, Adugna A. ; Cosacak, Mehmet I. ; Haston, Scott ; Ross, Stephanie A. ; Williams, Richard ; Wong, Alvin ; Abramowitz, Matthew K. ; Effiong, Andem ; Lee, Senhong ; Abid, Muhammad Bilal ; Agarabi, Cyrus ; Alaux, Cedric ; Albrecht, Dirk R. ; Atkins, Gerald J. ; Beck, Charles R. ; Bonvin, A. M. J. J. ; Bourke, Emer ; Brand, Thomas ; Braun, Ralf J. ; Bull, James A. ; Cardoso, Pedro ; Carter, Dee ; Delahay, Robin M. ; Ducommun, Bernard ; Duijf, Pascal H. G. ; Epp, Trevor ; Eskelinen, Eeva-Liisa ; Fallah, Mazyar ; Farber, Debora B. ; Fernandez-Triana, Jose ; Feyerabend, Frank ; Florio, Tullio ; Friebe, Michael ; Furuta, Saori ; Gabrielsen, Mads ; Gruber, Jens ; Grybos, Malgorzata ; Han, Qian ; Heinrich, Michael ; Helantera, Heikki ; Huber, Michael ; Jeltsch, Albert ; Jiang, Fan ; Josse, Claire ; Jurman, Giuseppe ; Kamiya, Haruyuki ; Keersmaecker, Kim de ; Kristiansson, Erik ; Leeuw, Frank-Erik de ; Li, Jiuyong ; Liang, Shide ; Lopez-Escamez, Jose A. ; Lopez-Ruiz, Francisco J. ; Marchbank, Kevin J. ; Marschalek, Rolf ; Martin, Carmen S. ; Miele, Adriana E. ; Montagutelli, Xavier ; Morcillo, Esteban ; Nicoletti, Rosario ; Niehof, Monika ; O'Toole, Ronan ; Ohtomo, Toshihiko ; Oster, Henrik ; Palma, Jose-Alberto ; Paterson, Russell ; Peifer, Mark ; Portilla, Maribel ; Portillo, M. C. ; Pritchard, Antonia L. ; Pusch, Stefan ; Raghava, Gajendra P. S. ; Roberts, Nicola J. ; Ross, Kehinde ; Schuele, Birgitt ; Sergeant, Kjell ; Shen, Jun ; Stella, Alessandro ; Sukocheva, Olga ; Uversky, Vladimir N. ; Vanneste, Sven ; Villet, Martin H. ; Viveiros, Miguel ; Vorholt, Julia A. ; Weinstock, Christof ; Yamato, Masayuki ; Zabetakis, Ioannis ; Zhao, Xin ; Ziegler, Andreas ; Aizat, Wan M. ; Atlas, Lauren ; Bridges, Kristina M. ; Chakraborty, Sayan ; Deschodt, Mieke ; Domingues, Helena S. ; Esfahlani, Shabnam S. ; Falk, Sebastian ; Guisado, J. L. ; Kane, Nolan C. ; Kueberuwa, Gray ; Lau, Colleen L. ; Liang, Dai ; Liu, Enwu ; Luu, Andreas M. ; Ma, Chuang ; Ma, Lisong ; Moyer, Robert ; Norris, Adam D. ; Panthee, Suresh ; Parsons, Jerod R. ; Peng, Yousong ; Pinto, Ines Mendes ; Reschke, Cristina R. ; Sillanpaa, Elina ; Stewart, Christopher J. ; Uhle, Florian ; Yang, Hui ; Zhou, Kai ; Zhu, Shu ; Ashry, Mohamed ; Bergsland, Niels ; Berthold, Maximilian ; Chen, Chang-Er ; Colella, Vito ; Cuypers, Maarten ; Eskew, Evan A. ; Fan, Xiao ; Gajda, Maksymilian ; Gonzalezlez-Prendes, Rayner ; Goodin, Amie ; Graham, Emily B. ; Groen, Ewout J. N. ; Gutierrez-Sacristan, Alba ; Habes, Mohamad ; Heffler, Enrico ; Higginbottom, Daniel B. ; Janzen, Thijs ; Jayaraman, Jayakumar ; Jibb, Lindsay A. ; Jongen, Stefan ; Kinyanjui, Timothy ; Koleva-Kolarova, Rositsa G. ; Li, Zhixiu ; Liu, Yu-Peng ; Lund, Bjarte A. ; Lussier, Alexandre A. ; Ma, Liping ; Mier, Pablo ; Moore, Matthew D. ; Nagler, Katja ; Orme, Mark W. ; Pearson, James A. ; Prajapati, Anilkumar S. ; Saito, Yu ; Troder, Simon E. ; Uchendu, Florence ; Verloh, Niklas ; Voutchkova, Denitza D. ; Abu-Zaid, Ahmed ; Bakkach, Joaira ; Baumert, Philipp ; Dono, Marcos ; Hanson, Jack ; Herbelet, Sandrine ; Hobbs, Emma ; Kulkarni, Ameya ; Kumar, Narendra ; Liu, Siqi ; Loft, Nikolai D. ; Reddan, Tristan ; Senghore, Thomas ; Vindin, Howard ; Xu, Haotian ; Bannon, Ross ; Chen, Branson ; Cheung, Johnny T. K. ; Cooper, Jeffrey ; Esnakul, Ashwini K. ; Feghali, Karine A. ; Ghelardi, Emilia ; Gnasso, Agostino ; Horbar, Jeffrey ; Lai, Hei M. ; Li, Jian ; Ma, Lan ; Ma, Ruiyan ; Pan, Zihang ; Peres, Marco A. ; Pranata, Raymond ; Seow, Esmond ; Sydes, Matthew ; Testoni, Ines ; Westermair, Anna L. ; Yang, Yongliang ; Afnan, Masoud ; Albiol, Joan ; Albuquerque, Lucia G. [UNESP] ; Amiya, Eisuke ; Amorim, Rogerio M. [UNESP] ; An, Qianli ; Andersen, Stig U. ; Aplin, John D. ; Argyropoulos, Christos ; Asmann, Yan W. ; Assaeed, Abdulaziz M. ; Atanasov, Atanas G. ; Atchison, David A. ; Avery, Simon V. ; Avillach, Paul ; Baade, Peter D. ; Backman, Lars ; Badie, Christophe ; Baldi, Alfonso ; Ball, Elizabeth ; Bardot, Olivier ; Barnett, Adrian G. ; Basner, Mathias ; Batra, Jyotsna ; Bazanova, O. M. ; Beale, Andrew ; Beddoe, Travis ; Bell, Melanie L. ; Berezikov, Eugene ; Berners-Price, Sue ; Bernhardt, Peter ; Berry, Edward ; Bessa, Theolis B. ; Billington, Craig ; Birch, John ; Blakely, Randy D. ; Blaskovich, Mark A. T. ; Blum, Robert ; Boelaert, Marleen ; Bogdanos, Dimitrios ; Bosch, Carles ; Bourgoin, Thierry ; Bouvard, Daniel ; Boykin, Laura M. ; Bradley, Graeme ; Braun, Daniel ; Brownlie, Jeremy ; Bruhl, Albert ; Burt, Austin ; Butler, Lisa M. ; Byrareddy, Siddappa N. ; Byrne, Hugh J. ; Cabantous, Stephanie ; Calatayud, Sara ; Candal, Eva ; Carlson, Kimberly ; Casillas, Sonia ; Castelvetro, Valter ; Caswell, Patrick T. ; Cavalli, Giacomo ; Cerovsky, Vaclav ; Chagoyen, Monica ; Chen, Chang-Shi ; Chen, Dong F. ; Chen, Hao ; Chen, Hui ; Chen, Jui-Tung ; Chen, Yinglong ; Cheng, Changxiu ; Cheng, Jianlin ; Chinapaw, Mai ; Chinopoulos, Christos ; Cho, William C. S. ; Chong, Lillian ; Chowdhury, Debashish ; Chwalibog, Andre ; Ciresi, A. ; Cockcroft, Shamshad ; Conesa, Ana ; Cook, Penny A. ; Cooper, David N. ; Coqueret, Olivier ; Corea, Enoka M. ; Costa, Elisio ; Coupland, Carol ; Crawford, Stephanie Y. ; Cruz, Aparecido D. ; Cui, Huijuan ; Cui, Qiang ; Culver, David C. ; D'Angiulli, Amedeo ; Dahms, Tanya E. S. ; Daigle, France ; Dalgleish, Raymond ; Danielsen, Havard E. ; Darras, Sebastien ; Davidson, Sean M. ; Day, David A. ; Degirmenci, Volkan ; Demaison, Luc ; Devriendt, Koenraad ; Ding, Jiandong ; Dogan, Yunus ; Dong, X. C. ; Donner, Claudio F. ; Dressick, Walter ; Drevon, Christian A. ; Duan, Huiling ; Ducho, Christian ; Dumaz, Nicolas ; Dwarakanath, Bilikere S. ; Ebell, Mark H. ; Eisenhardt, Steffen ; Elkum, Naser ; Engel, Nadja ; Erickson, Timothy B. ; Fairhead, Michael ; Faville, Marty J. ; Fejzo, Marlena S. ; Festa, Fernanda ; Feteira, Antonio ; Flood-Page, Patrick ; Forsayeth, John ; Fox, Simon A. ; Franks, Steven J. ; Frentiu, Francesca D. ; Frilander, Mikko J. ; Fu, Xinmiao ; Fujita, Satoshi ; Galea, Ian ; Galluzzi, Luca ; Gani, Federica ; Ganpule, Arvind P. ; Garcia-Alix, Antonio ; Gedye, Kristene ; Giordano, Maurizio ; Giunta, Cecilia ; Gleeson, Paul A. ; Goarant, Cyrille ; Gong, Haipeng ; Gora, Diop ; Gough, Michael J. ; Goyal, Ravinder ; Graham, Kathryn E. ; Grande-Perez, Ana ; Graves, Patricia M. ; Greidanus, Harm ; Grice, Darren ; Grunau, Christoph ; Gumulya, Yosephine ; Guo, Yabin ; Gurevich, Vsevolod V. ; Gusev, Oleg ; Hacker, Elke ; Hage, Steffen R. ; Hagen, Guy ; Hahn, Steven ; Haller, Dagmar M. ; Hammerschmidt, Sven ; Han, Jianwei ; Han, Renzhi ; Handfield, Martin ; Hapuarachchi, Hapuarachchige C. ; Harder, Timm ; Hardingham, Jennifer E. ; Heck, Michelle ; Heers, Marcel ; Hew, Khe F. ; Higuchi, Yohei ; St Hilaire, Cynthia ; Hilton, Rachel ; Hodzic, Enisa ; Hone, Andrew ; Hongoh, Yuichi ; Hu, Guoku ; Huber, Heinz P. ; Hueso, Luis E. ; Huirne, Judith ; Hurt, Lisa ; Idborg, Helena ; Ikeo, Kazuho ; Ingley, Evan ; Jakeman, Philip M. ; Jensen, Arne ; Jia, Hong ; Jia, Husen ; Jia, Shuqin ; Jiang, Jianping ; Jiang, Xingyu ; Jin, Yi ; Jo, Daehyun ; Johnson, Andrew M. ; Johnston, Marie ; Jonscher, Karen R. ; Jorens, Philippe G. ; Jorgensen, Jens O. L. ; Joubert, Johan W. ; Jung, Sin-Ho ; Junior, Antonio M. ; Kahan, Thomas ; Kamboj, Sunjeev K. ; Kang, Yong-Kook ; Karamanos, Yannis ; Karp, Natasha A. ; Kelly, Ryan ; Kenna, Ralph ; Kennedy, Jonathan ; Kersten, Birgit ; Khalaf, Roy A. ; Khalid, Javaria M. ; Khatlani, T. ; Khider, Tarig ; Kijanka, Gregor S. ; King, Sarah R. B. ; Kluz, Tomasz ; Knox, Paul ; Kobayashi, Tatsuya ; Koch, Karl-Wilhelm ; Kohonen-Corish, Maija R. J. ; Kong, Xiangpeng ; Konkle-Parker, Deborah ; Korpela, Kalevi M. ; Kostrikis, Leondios G. ; Kraiczy, Peter ; Kratz, Harald ; Krause, Gunter ; Krebsbach, Paul H. ; Kristensen, Soren R. ; Kumari, Prerna ; Kunimatsu, Akira ; Kurdak, Hatice ; Kwon, Young D. ; Lachat, Carl ; Lagisz, Malgorzata ; Laky, Brenda ; Lammerding, Jan ; Lange, Matthias ; Larrosa, Mar ; Laslett, Andrew L. ; LeClair, Elizabeth E. ; Lee, Kyung-Woo ; Lee, Ming-Yih ; Lee, Moon-Soo ; Li, Genyuan ; Li, Jiansheng ; Lieb, Klaus ; Lim, Yau Y. ; Lindsey, Merry L. ; Line, Paul-Dag ; Liu, Dengcai ; Liu, Fengbin ; Liu, Haiyan ; Liu, Hongde ; Lloyd, Vett K. ; Lo, Te-Wen ; Locci, Emanuela ; Loidl, Josef ; Lorenzen, Johan ; Lorkowski, Stefan ; Lovell, Nigel H. ; Lu, Hua ; Lu, Wei ; Lu, Zhiyong ; Luengo, Gustavo S. ; Lundh, Lars-Gunnar ; Lysy, Philippe A. ; Mabb, Angela ; Mack, Heather G. ; Mackey, David A. ; Mahdavi, S. R. ; Maher, Pamela ; Maher, Toby ; Maity, Sankar N. ; Malgrange, Brigitte ; Mamoulakis, Charalampos ; Mangoni, Arduino A. ; Manke, Thomas ; Manstead, Antony S. R. ; Mantalaris, Athanasios ; Marsal, Jan ; Marschall, Hanns-Ulrich ; Martin, Francis L. ; Martinez-Raga, Jose ; Martinez-Salas, Encarnacion ; Mathieu, Daniel ; Matsui, Yoichi ; Maza, Elie ; McCutcheon, James E. ; Mckay, Gareth J. ; McMillan, Brian ; McMillan, Nigel ; Meads, Catherine ; Medina, Loreta ; Merrick, B. Alex ; Metzger, Dennis W. ; Meunier, Frederic A. ; Michaelis, Martin ; Micheau, Olivier ; Mihara, Hisaaki ; Mintz, Eric M. ; Mizukami, Takuo ; Moalic, Yann ; Mohapatra, D. P. ; Monteiro, Antonia ; Montes, Matthieu ; Moran, John V. ; Morozov, Sergey Y. ; Mort, Matthew ; Murai, Noriyuki ; Murphy, Denis J. ; Murphy, Susan K. ; Murray, Shauna A. ; Naganawa, Shinji ; Nammi, Srinivas ; Nasios, Grigorios ; Natoli, Roman M. ; Nguyen, Frederique ; Nicol, Christine ; van Nieuwerburgh, Filip ; Nilsen, Erlend B. ; Nobile, Clarissa J. ; O'Mahony, Margaret ; Ohlsson, Sophie ; Olatunbosun, Oluremi ; Olofsson, Per ; Ortiz, Alberto ; Ostrikov, Kostya ; Otto, Siegmar ; Outeiro, Tiago F. ; Ouyang, Songying ; Paganoni, Sabrina ; Page, Andrew ; Palm, Christoph ; Paradies, Yin ; Parsons, Michael H. ; Parsons, Nick ; Pascal, Pigny ; Paul, Elisabeth ; Peckham, Michelle ; Pedemonte, Nicoletta ; Pellizzon, Michael A. ; Petrelli, M. ; Pichugin, Alexander ; Pinto, Carlos J. C. ; Plevris, John N. ; Pollesello, Piero ; Polz, Martin ; Ponti, Giovanna ; Porcelli, Piero ; Prince, Martin ; Quinn, Gwendolyn P. ; Quinn, Terence J. ; Ramula, Satu ; Rappsilber, Juri ; Rehfeldt, Florian ; Reiling, Jan H. ; Remacle, Claire ; Rezaei, Mohsen ; Riddick, Eric W. ; Ritter, Uwe ; Roach, Neil W. ; Roberts, David D. ; Robles, Guillermo ; Rodrigues, Tiago ; Rodriguez, Cesar ; Roislien, Jo ; Roobol, Monique J. ; Rowe, J. Alexandra ; Ruepp, Andreas ; van Ruitenbeek, Jan ; Rust, Petra ; Saad, Sonia ; Sack, George H. ; Santos, Manuela ; Saudemont, Aurore ; Sava, Gianni ; Schrading, Simone ; Schramm, Alexander ; Schreiber, Martin ; Schuler, Sidney ; Schymkowitz, Joost ; Sczyrba, Alexander ; Seib, Kate L. ; Shi, Han-Ping ; Shimada, Tomohiro ; Shin, Jeon-Soo ; Shortt, Colette ; Silveyra, Patricia ; Skinner, Debra ; Small, Ian ; Smeets, Paul A. M. ; So, Po-Wah ; Solano, Francisco ; Sonenshine, Daniel E. ; Song, Jiangning ; Southall, Tony ; Speakman, John R. ; Srinivasan, Mandyam V. ; Stabile, Laura P. ; Stasiak, Andrzej ; Steadman, Kathryn J. ; Stein, Nils ; Stephens, Andrew W. ; Stewart, Douglas I. ; Stine, Keith ; Storlazzi, Curt ; Stoynova, Nataliya V. ; Strzalka, Wojciech ; Suarez, Oscar M. ; Sultana, Taranum ; Sumant, Anirudha V. ; Summers, Mathew J. ; Sun, Gang ; Tacon, Paul ; Tanaka, Kozo ; Tang, Haixu ; Tanino, Yoshinori ; Targett-Adams, Paul ; Tayebi, Mourad ; Tayyem, Reema ; Tebbe, Christoph C. ; Telfer, Evelyn E. ; Tempel, Wolfram ; Teodorczyk-Injeyan, Julita A. ; Thijs, Gert ; Thorne, Sally ; Thrift, Amanda G. ; Tiffon, Celine ; Tinnefeld, Philip ; Tjahjono, Daryono H. ; Tolle, Fabrice ; Toth, Ervin ; del Tredici, Andria L. ; Tsapas, Apostolos ; Tsirigotis, Konstantinos ; Turak, Ayse ; Tzotzos, George ; Udo, Edet E. ; Utsumi, Toshiaki ; Vaidyanathan, Subramanian ; Vaillant, Michel ; Valsesia, Armand ; Vandenbroucke, Roosmarijn E. ; Veiga, Feliciano H. ; Vendrell, Marc ; Vesk, Peter A. ; Vickers, Paul ; Victor, Victor M. ; Villemur, Richard ; Vohl, Marie-Claude ; Voolstra, Christian R. ; Vuillemin, Anne ; Wakelin, Steven ; Waldron, Levi ; Walsh, Laurence J. ; Wang, Amanda Y. ; Wang, Fuan ; Wang, Yun ; Watanabe, Yoichi ; Weigert, Andreas ; Wen, Jet-Chau ; Wham, Carol ; White, Ethan P. ; Wiener, Jan ; Wilharm, Gottfried ; Wilkinson, Simon ; Willmann, Raffaella ; Wilson, Coralie ; Wirth, Brunhilde ; Wojan, Timothy R. ; Wolff, Mathieu ; Wong, Bryan M. ; Wu, Tzu-Wei ; Wuerbel, Hanno ; Xiao, Xiangshu ; Xu, Dong ; Xu, J. W. ; Xu, Jianping ; Xue, Bin ; Yalcin, Suayib ; Yan, Hong ; Yang, En-Cheng ; Yang, Shiqi ; Yang, Wei ; Ye, Yuzhen ; Ye, Zhi-Qiang ; Yli-Kauhaluoma, Jari ; Yoneyama, Hiroshi ; Yu, Ying ; Yuan, Guo-Cheng ; Yuh, Chiou-Hwa ; Zaccolo, Manuela ; Zeng, Chen ; Zevnik, Branko ; Zhang, Chi ; Zhang, Li ; Zhang, Yingkai ; Zhang, Yusen ; Zhang, Zhiyong ; Zhang, Zhong-Yin ; Zhao, Yuan ; Zhou, Min ; Zuberbier, Torsten ; Aanei, Carmen M. ; Ahmad, Rafi ; Al-Lawama, Manar ; Alanio, Alexandre ; Allardyce, Judith ; Alonso-Caneiro, David ; Atack, John M. ; Baier, Dirk ; Bansal, Abhisheka ; Benezeth, Yannick ; Berbesque, Colette ; Berrevoet, Frederik ; Biedermann, Peter H. W. ; Bijleveld, Erik ; Bittner, Florian ; Blombach, Fabian ; Van den Bos, Wouter ; Boudreau, Shellie A. ; Bramoweth, Adam D. ; Braubach, Oliver ; Cai, Yufeng ; Campbell, Matthew ; Cao, Zanxia ; Catry, Thibault ; Chen, Xin ; Cheng, Shuiqin ; Chung, Hee-Jung ; Chavez-Fumagalli, Miguel A. ; Conway, Aaron ; Costa, Bruno M. ; Cyr, Normand ; Dean, Lorraine T. ; Denzel, Martin S. ; Dlamini, S. V. ; Dudley, Kevin J. ; Dufies, Maeva ; Ecke, Thorsten ; Eckweiler, Denitsa ; Eixarch, Elisenda ; El-Adawy, Hosny ; Emmrich, Julius V. ; Eustace, Alex J. ; Falter-Wagner, Christine M. ; Fuss, Johannes ; Gao, Jianzhao ; Gill, Martin R. ; Gloyn, Liz ; Goggs, Robert ; Govinden, Usha ; Greene, Garrett ; Greiff, Victor ; Grundle, D. S. ; Gruneberg, Patrick ; Gumede, Nicksy ; Haore, Gbaguidi ; Harrison, Pille ; Hoenner, Xavier ; Hojsgaard, Diego ; Hori, Hikaru ; Ikonomopoulou, Maria P. ; Jeurissen, Patrick ; Johnson, Daniel M. ; Kabra, Dhiraj ; Kamagata, Koji ; Karmakar, Chandan ; Kasian, Olga ; Kaye, Linda K. ; Khan, Murad M. ; Kim, Yong-Min ; Kish, J. K. ; Kobold, Sebastian ; Kohanbash, Gary ; Kohls, Gregor ; Kugler, Jan-Michael ; Kumar, Gyanendra ; Lacy-Colson, Jon ; Latif, Asam ; Lauschke, Volker M. ; Li, Bingling ; Lim, Chinten J. ; Liu, Fang ; Liu, Xiaodong ; Lu, Jin-Jian ; Lu, Qiang ; Mahavadi, Poornima ; Marzocchi, Ugo ; McGarrigle, Christine A. ; van Meerten, Tom ; Min, Rogier ; Moal, Iain ; Molari, Massimiliano ; Molleman, Lucas ; Mondal, Saiful R. ; Van de Mortel, Thea ; Moss, W. N. ; Moultos, Othonas A. ; Mukherjee, Maheswari ; Nakayama, Kazuhiko ; Narayan, Edward ; Navaratnarajah ; Neumann, Philipp-Alexander ; Nie, Jiyun ; Nie, Yingjiu ; Niemeyer, Frank ; Fiona ; Nwaiwu, Ogueri ; Oldenmenger, Wendy H. ; Olumayede, Emmanuel ; Ou, Jianhong ; Pallebage-Gamarallage, Menuka ; Pearce, Simon P. ; Pelkonen, Tuula ; Pelleri, Maria C. ; Pereira, Joana L. ; Pheko, Mpho ; Pinto, Karina A. ; Piovesan, Allison ; Pluess, Michael ; Podolsky, Illya M. ; Prescott, Julie ; Qi, Dongchen ; Qi, Xingshun ; Raikou, Vaia D. ; Ranft, Andreas ; Rhodes, Johanna ; Rotge, Jean-Yves ; Rowe, Anna D. ; Saggar, Manish ; Schuon, Robert A. ; Shahid, Shaouli ; Shalchyan, Vahid ; Shirvalkar, Prasad ; Shiryayev, Oleg ; Singh, Jugpreet ; Smout, Michael J. ; Soares, Antonio ; Song, Chunjiao ; Srivastava, Kshitij ; Srivastava, Rupesh K. ; Sun, Jim ; Szabo, Attila ; Szymanski, Wiktor ; Tai, Chan N. P. ; Takeuchi, Hisashi ; Tanadini-Lang, S. ; Tang, Fei ; Tao, Wanyin ; Theron, G. ; Tian, Chang F. ; Tian, Yu-Shi ; Tuttle, Lisa M. ; Valenti, Anna ; Verlot, Pierre ; Walker, Mirella ; Wang, Jun ; Welter, Danielle ; Winslade, Matthew ; Wu, Dalei ; Wu, Yi-Rui ; Xiao, Han ; Xu, Beisi ; Xu, Juan ; Xu, Ziyue ; Yang, Dongdong ; Yang, Mingjun ; Yankilevich, Patricio ; You, Yuyi ; Yu, Chenglong ; Zhan, Jian ; Zhang, Gong ; Zhang, Kai ; Zhang, Tuo ; Zhang, Yi ; Zhao, Guoyan ; Zhao, Jing ; Zhou, Xiaofan ; Zhu, Zhenxing ; Ajani, Penelope A. ; Anazodo, Udunna C. ; Bagloee, Saeed A. ; Bail, Kasia ; Bar, Ido ; Bathelt, Joe ; Benkeser, David ; Bernier, Meghan L. ; Blanchard, Adam M. ; Boakye, Dominic W. ; Bonatsos, Vasileios ; Boon, Michele H. ; Bouboulis, George ; Bromfield, Elizabeth ; Brown, Joshua ; Bul, Kim C. M. ; Burton, Kathryn J. ; Butkowski, Eugene G. ; Carroll, Grace ; Chao, Fengqing ; Charrier, Elisabeth E. ; Chen, Xiaoyin ; Chen, Yu-Chih ; Chenguang ; Choi, Jane R. ; Christoffersen, Tore ; Comel, Joao C. ; Cosse, Cyril ; Cui, Yanru ; van Dessel, Pieter ; Dhaval ; Diodato, Daria ; Duffey, Maelle ; Dutt, Avik ; Egea, Luis G. ; El-Said, Mohammed ; Faye, Martin ; Fernandez-Fernandez, Beatriz ; Foley, Kieran G. ; Founou, Luria L. ; Fu, Fan ; Gadelkareem, Rabea A. ; Galimov, Evgeny ; Garip, Gulcan ; Gemmill, Alison ; Gouil, Quentin ; Grey, James ; Gridneva, Zoya ; Grothe, Michel J. ; Grebert, Theophile ; Guerrero, Fabricio ; Guignard, Leo ; Haenssgen, Marco J. ; Hasler, David ; Holgate, Joan Y. ; Huang, Ancheng ; Hulse-Kemp, Amanda M. ; Jean-Quartier, Claire ; Jeon, Sang-Min ; Jia, Yangyang ; Jutzeler, Catherine ; Kalatzis, Panagiotis ; Karim, Masud ; Karsay, Kathrin ; Keitel, Anne ; Kempe, Andreas ; Keown, Jeremy R. ; Khoo, Chin M. ; Khwaja, Nyil ; Kievit, Rogier A. ; Kosanic, Aleksandra ; Koutoukidis, Dimitrios A. ; Kramer, Paul ; Kumar, Dilip ; Kirag, Nukhet ; Lanza, Giuseppe ; Le, Thuc D. ; Leem, Jung W. ; Leightley, Daniel ; Leite, Andreia ; Lercher, Lukas ; Li, Ying ; Lim, Renly ; Lima, Luiz R. A. ; Lin, Li ; Ling, Tong ; Liu, Yuchen ; Liu, Zhonghua ; Lu, Yao ; Lum, Fok M. ; Luo, Hang ; Machhi, Jatin ; Macleod, Angus ; Macwan, Isaac ; Madala, Hanumantha R. ; Madani, Nima ; Maio, Nicola de ; Makowiecki, Kalina ; Mallinson, Daniel J. ; Margelyte, Ruta ; Maria, Caracausi ; Markonis, Y. ; Marsili, Luca ; Mavoa, Suzanne ; McWilliams, Lorna ; Megersa, Moa ; Mendes, Caetano S. M. ; Menichetti, Julia ; Mercieca-Bebber, Rebecca ; Miller, Jack J. ; Minde, David-Paul M. ; Minges, Alexander ; Mishra, Eleanor ; Mishra, Virendra R. ; Moores, Carly ; Morrice, Nicola ; Moskalensky, Alexander E. ; Navarin, Nicolo ; Negera, Edessa ; Nolet, Philippe ; Nordberg, Ana ; Norden, Rickard ; Nowicki, Jessica P. ; Olova, Nelly ; Olszewski, Pawel ; Onzima, Robert ; Pan, Chih-Long ; Park, Charny ; Park, Dong Ik ; Park, Seyoung ; Patil, Chandrashekhar D. ; Pedro, Sansoa A. ; Perry, Samuel R. ; Peter, Jessica ; Peterson, Brent M. ; Pezzuolo, Andrea ; Pozdnyakov, Ilya ; Qian, Siyu ; Qin, Lei ; Rafe, Ali ; Raote, Ishier ; Raza, Ali ; Rebl, Henrike ; Refai, Osama ; Regan, Tim ; Richa, Tambi ; Richardson, Mark F. ; Robinson, K. R. ; Rossoni, Luca ; Rouet, Romain ; Safaei, Soroush ; Schneeberger, Pierre H. H. ; Schwotzer, Daniela ; Sebastian, Agata ; Selinski, Jennifer ; Seltmann, Stefanie ; Sha, Feng ; Shalev, Nir ; Shang, Jin-Long ; Singer, Josef ; Singh, Mandeep ; Smith, Taylor ; Solomon-Moore, Emma ; Song, Lijuan ; Soraggi, Samuele ; Stanley, Ryan ; Steckhan, Nico ; Strobl, Frederic ; Subissi, Lorenzo ; Supriyanto, Irwan ; Surve, Chinmay R. ; Suzuki, Tomo ; Syme, Caitlin ; Sorelius, Karl ; Tang, Young ; Tantawy, Marwa ; Tennakoon, Sumudu ; Teseo, Serafino ; Toelzer, Christine ; Tomov, Nikola ; Tovar, Miguel ; Tran, Linh ; Tripathi, Sushil ; Tuladhar, Anil M. ; Ukubuiwe, Azubuike C. ; Ung, Carolina O. L. ; Valgepea, Kaspar ; Vatanparast, Hamid ; Vidal, Arnau ; Wang, Fang ; Wang, Qing ; Watari, Ricky ; Webster, Rebecca ; Webster, Ruth ; Wei, Junnian ; Wibowo, David ; Wingenbach, Tanja S. 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S. ; Kiyani, Musa ; Klein, Reinhild ; Kovesi, Tom ; Kraschnewski, Jennifer L. ; Kumar, Addanki P. ; Labutin, Dmitry ; Lazo-Langner, Alejandro ; Leclercq, Guy ; Li, Maoteng ; Li, Qingchun ; Li, Tangliang ; Li, Yongzhe ; Liao, Wei-Ting ; Liao, Zheng-yin ; Lin, Jessica ; Lizer, J. ; Lobreglio, Giambattista ; Lowies, Cher ; Lu, Cheng ; Majeed, Haroon ; Martin, Adam ; Martinez-Sobrido, Luis ; Meresh, Edwin ; Middelveen, Marianne ; Mohebbi, Alireza ; Mota, Jorge ; Mozaheb, Zahra ; Muyaya, Ley ; Nandhakumar, Amar ; Ng, Sheryl H. X. ; Obeidat, Monther ; Oh, Deog-Hwan ; Owais, Mohammed ; Pace-Asciak, Pia ; Panwar, Ajay ; Park, Caroline ; Patterson, Chris ; Penagos-Tabaree, Felipe ; Pianosi, Paolo T. ; Pinzi, Valentina ; Pridans, Clare ; Psaroulaki, Anna ; Pujala, Ravi Kumar ; Pulido-Arjona, Leonardo ; Qi, Peng-Fei ; Rahman, Proton ; Rai, Nayanjot K. ; Rassaf, Tienush ; Refardt, Julie ; Ricciardi, Walter ; Riess, Olaf ; Rovas, Alexandros ; Sacks, Frank M. ; Saleh, Sherif ; Sampson, Christopher ; Schmutz, Axel ; Sepanski, Robert ; Sharma, Neeraj ; Singh, Manisha ; Spearman, Paul ; Subramaniapillai, Mehala ; Swali, Ritu ; Tan, Cher M. ; Tellechea, Juan I. ; Thomas, Lisa-Marie ; Tong, Xin ; Veys, Ralf ; Vitriol, Veronica ; Wang, Horng-Dar ; Wang, Jinhui ; Wang, Jiucun ; Waugh, Jason ; Webb, S. A. ; Williams, Brendan A. ; Workman, Alan D. ; Xiang, Tingxiu ; Xie, Li-Xin ; Xu, Jun ; Xu, Taosheng ; Yang, Chongjun ; Yoon, Jihoon G. ; Yuan, Christina M. ; Zaritsky, Arno ; Zhang, Yao ; Zhao, Haochen ; Zuckerman, Hannah ; Lyu, Ran ; Pullan, Wayne ; Zhou, Yaoqi ; RELISH Consortium
• Date: 2020
• Persistent ID: http://hdl.handle.net/11449/197536
• Origin: Oasisbr
• Document Type: Journal article
• Language: English

Description

Made available in DSpace on 2020-12-11T01:57:28Z (GMT). No. of bitstreams: 0 Previous issue date: 2019-10-29

Griffith University Gowonda HPC Cluster

Queensland Cyber Infrastructure Foundation

Document recommendation systems for locating relevant literature have mostly relied on methods developed a decade ago. This is largely due to the lack of a large offline gold-standard benchmark of relevant documents that cover a variety of research fields such that newly developed literature search techniques can be compared, improved and translated into practice. To overcome this bottleneck, we have established the RElevant LIterature SearcH consortium consisting of more than 1500 scientists from 84 countries, who have collectively annotated the relevance of over 180 000 PubMed-listed articles with regard to their respective seed (input) article/s. The majority of annotations were contributed by highly experienced, original authors of the seed articles. The collected data cover 76% of all unique PubMed Medical Subject Headings descriptors. No systematic biases were observed across different experience levels, research fields or time spent on annotations. More importantly, annotations of the same document pairs contributed by different scientists were highly concordant. We further show that the three representative baseline methods used to generate recommended articles for evaluation (Okapi Best Matching 25, Term Frequency-Inverse Document Frequency and PubMed Related Articles) had similar overall performances. Additionally, we found that these methods each tend to produce distinct collections of recommended articles, suggesting that a hybrid method may be required to completely capture all relevant articles. The established database server located at https://relishdb.ict.griffith.edu.au is freely available for the downloading of annotation data and the blind testing of new methods. We expect that this benchmark will be useful for stimulating the development of new powerful techniques for title and title/abstract-based search engines for relevant articles in biomedical research.

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Griffith Univ, Inst Glyc, Gold Coast, Qld 4222, Australia

Univ Colorado, Dept Med Med Oncol, Anschutz Med Campus, Denver, CO USA

Tanta Univ, Fac Sci, Bot Dept, Tanta, Egypt

Friedrich Schiller Univ, Jena Univ Hosp, Inst Human Genet, Jena, Germany

Univ Med Ctr Schleswig Holstein, Dept Radiat Oncol, Campus Kiel, Kiel, Germany

ARS, USDA, Plum Isl Anim Dis Ctr, Greenport, NY 11944 USA

Univ Jyvaskyla, Dept Biol & Environm Sci, Jyvaskyla, Finland

Graz Univ Technol, Inst Environm Biotechnol, Graz, Austria

CSIC, CNB, Natl Biotechnol Ctr, Dept Macromol Struct, Madrid, Spain

Univ Hong Kong, Fac Dent, Oral & Maxillofacial Radiol Appl Oral Sci & Commu, Hong Kong, Peoples R China

Univ Kansas, Div Entomol, Biodivers Inst, Lawrence, KS 66045 USA

SUNY Albany, RNA Inst, Albany, NY 12222 USA

Robert Koch Inst, Dept Methods Dev & Res Infrastruct, Berlin, Germany

Martin Luther Univ Halle Wittenberg, Dept Surg & Conservat Pediat & Adolescent Med, Halle, Germany

Indiana Univ Purdue Univ, IU Sch Informat & Comp, Dept BioHlth Informat, Indianapolis, IN 46202 USA

Univ Reading, Sch Pharm Stem Cell Biol & Regenerat Med, Reading, Berks, England

Dali Univ, Sch Engn, Dali City, Yunnan, Peoples R China

Univ Hosp Munich LMU, Dept Psychiat & Psychotherapy, Munich, Germany

Univ Tsukuba, Fac Life & Environm Sci, Ibaraki, Japan

UniLaSalle, Aghyle, Beauvais, France

Henry Ford Hlth Syst, Dept Immunol, Detroit, MI USA

Zhejiang Univ, Sch Med, Sir Run Run Shaw Hosp, Dept Emergency, Hangzhou 310016, Zhejiang, Peoples R China

Ist Nazl Tumori Fdn Pascale IRCCS, Anesthesia & Pain Med, Naples, Italy

NIH, Dept Transfus Med, Bethesda, MD USA

Univ Glasgow, Inst Infect Immun & Inflammat, Glasgow, Lanark, Scotland

Polish Acad Sci, Inst Human Genet, Poznan, Poland

Univ Padua, Dept Surg Oncol & Gastroenterol DISCOG, Padua, Italy

Eindhoven Univ Technol, Biomed Engn, Eindhoven, Netherlands

Univ Strasbourg, IBMC, Strasbourg, France

Heidelberg Univ, Dept Gen Visceral & Transplantat Surg, Heidelberg, Germany

Univ Notre Dame, Psychol, Notre Dame, IN 46556 USA

Harvard Med Sch, Massachusetts Gen Hosp, Radiol & Pathol, Boston, MA 02115 USA

Auburn Univ, Dept Biol Sci, Auburn, AL 36849 USA

KK Womens & Childrens Hosp, KK Res Ctr, Singapore, Singapore

Univ Alabama, Educ Psychol, Tuscaloosa, AL USA

UCL, Wellcome EPSRC Ctr Intervent & Surg Sci, London, England

Maastricht Univ, Dept Nutr & Movement Sci, Maastricht, Netherlands

Univ Arkansas Med Sci, Dept Radiat Oncol, Little Rock, AR 72205 USA

Univ Padua, Dept Land Environm Agr & Forestry, Padua, Italy

Univ Gothenburg, Dept Biol & Environm Sci, Gothenburg, Sweden

Univ Newcastle, Prior Res Ctr Reprod Sci, Callaghan, NSW, Australia

Univ Cyprus, Med Sch, Nicosia, Cyprus

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Univ Wisconsin, Wisconsin Inst Discovery, Madison, WI USA

Univ Oxford, Struct Genom Consortium, Oxford, England

Weihenstephan Triesdorf Univ Appl Sci, TUM Campus Straubing Biotechnol & Sustainabil, Bioinformat, Straubing, Germany

Univ Michigan, Cardiovasc Res, Ann Arbor, MI 48109 USA

Bombay Coll Pharm, Pharmaceut Chem, Mumbai, Maharashtra, India

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Med Univ Innsbruck, Dept Internal Med 4, Innsbruck, Austria

Australian Natl Univ, Div Biomed Sci & Biochem, Canberra, ACT, Australia

Univ Cattolica Sacro Cuore, Appl Technol Neuropsychol Lab, Milan, Italy

Shandong Inst Parasit Dis, Med Entomol, Jinan, Shandong, Peoples R China

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Univ Otago, Med, Dunedin, New Zealand

KK Womens & Childrens Hosp, Maternal Fetal Med, Singapore, Singapore

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Heinrich Heine Univ, Inst Biochem & Mol Biol, Dusseldorf, Germany

Natl Univ Ireland Galway, Surg, Galway, Ireland

Univ Western Australia, Inst Agr, Perth, WA, Australia

Univ Oxford, Nuffield Dept Med, Oxford, England

SingHlth Polyclin, Punggol Polyclin, Singapore, Singapore

Med Univ Innsbruck, Bioctr, Div Biol Chem, Innsbruck, Austria

La Trobe Univ, La Trobe Inst Mol Sci, Biochem & Genet, Melbourne, Vic, Australia

Univ Bordeaux, INRA, Bordeaux, France

Agr & Agri Food Canada, Lethbridge Res & Dev Ctr, Lethbridge, AB, Canada

St George Hosp, Trauma & Orthopaed, London, England

Max Planck Inst Dev Biol, Dept Prot Evolut, Tubingen, Germany

Med Univ Lublin, Dept Gynaecol 2, Lublin, Poland

ICIT, ICSI Analyt Natl Res & Dev, Ramnicu Valcea, VL, Romania

Univ KwaZulu Natal, Occupat Therapy, Westville Campus, Durban, South Africa

Inst Canc Res, Joint Dept Phys, London, England

Karolinska Inst, Dept Mol Med & Surg, Solna, Sweden

Wenzhou Med Univ, Affiliated Hosp 2, Orthopaed, Wenzhou, Zhejiang, Peoples R China

Univ Republica, Fac Ciencias, Ctr Invest Nucl, Lab Virol Mol, Montevideo, Uruguay

Univ Gothenburg, Dept Med Biochem & Cell Biol, Gothenburg, Sweden

Charite Med Univ Berlin, Pediat Cardiol, Berlin, Germany

Bambino Gesu Pediat Hosp, Dept Neurosci & Neurorehabil, Neurorehabil Unit, Rome, Italy

Indiana Univ Sch Med Northwest, Microbiol & Immunol, Gary, IN USA

Univ Regensburg, Dept Behav & Mol Neurobiol, Regensburg, Germany

Univ Queensland, Diamantina Inst, Brisbane, Qld, Australia

Translat Res Inst, Brisbane, Qld, Australia

Univ Hong Kong, Sch Biomed Sci, Hong Kong, Peoples R China

St Jude Childrens Res Hosp, Pharmaceut Sci Dept, 332 N Lauderdale St, Memphis, TN 38105 USA

Univ Durham, Mus, Durham, England

Univ Ioannina, Med Sch, Dept Hyg & Epidemiol, Ioannina, Greece

Tech Univ Munich, Sch Life Sci Weihenstephan, Maximus von Imhof Forum 3, D-85354 Freising Weihenstephan, Germany

Univ Hosp Essen, Inst Transfus Med, Essen, Germany

Virginia Commonwealth Univ, Comp Sci, Richmond, VA USA

Univ Queensland, Inst Social Sci Res, Brisbane, Qld, Australia

Univ Lyon, Ctr Int Rech Infectiol, Lyon, France

Griffith Univ, Sch Allied Hlth Sci, Gold Coast, Qld, Australia

Univ Melbourne, Dept Biochem & Mol Biol, Parkville, Vic, Australia

Indiana Univ Purdue Univ, Dept Biohlth Informat, Sch Informat & Comp, Indianapolis, IN 46202 USA

Philipps Univ Marburg, Inst Lung Res, Marburg, Germany

Indiana Univ, Dept Biol, Bloomington, IN USA

Univ Florida, Oral Biol, Gainesville, FL USA

Univ Colorado, Dept Biochem, Boulder, CO 80309 USA

Kyoto Univ, Ctr Promot Interdisciplinary Educ & Res, Kyoto, Japan

Friedrich Loeffler Inst, Inst Virus Diagnost, Greifswald, Germany

Univ Oxford, Dept Zool, Oxford, England

Tech Univ Munich, Dept Bioinformat, Munich, Germany

Univ Adelaide, Sch Anim & Vet Sci, Adelaide, SA, Australia

Stanford Univ, Canc Biol, Palo Alto, CA 94304 USA

Covenant Univ, Dept Elect & Informat Engn, Ota, Nigeria

Heinrich Heine Univ, Inst Stem Cell Res & Regenerat Med, Dusseldorf, Germany

Univ British Columbia, Fac Pharmaceut Sci, Vancouver, BC, Canada

Albert Einstein Coll Med, Psychiat, New York, NY USA

Akdeniz Univ, Med Biol & Genet, Antalya, Turkey

NIMH, NIH, Bethesda, MD 20892 USA

Med Univ Hosp, Internal Med 1, Tubingen, Germany

NET ESolut, Netelabs, Mclean, VA USA

Univ Southern Denmark, Inst Publ Hlth, Odense, Denmark

John Innes Ctr, Mol Microbiol, Norwich, Norfolk, England

Univ Adelaide, Waite Res Precinct, Australian Res Council, Ctr Excellence Plant Energy Biol, Adelaide, SA, Australia

Univ Cambridge, Cambridge Inst Publ Hlth, Cambridge, England

Univ Munster, Inst Biochem, Munster, Germany

Australian Natl Univ, Natl Ctr Epidemiol & Populat Hlth RSPH, Canberra, ACT, Australia

Stanford Univ, Neurobiol & Bioengn, Palo Alto, CA 94304 USA

Univ Birmingham, Geog Earth & Environm Sci, Birmingham, W Midlands, England

Murdoch Univ, Sch Vet & Life Sci, Perth, WA, Australia

George Mason Univ, Ctr Climate Change Commun, Fairfax, VA 22030 USA

Univ Adelaide, Sch Agr Food & Wine, Adelaide, SA, Australia

Southern Med Univ, Sch Pharmaceut Sci, Guangzhou, Guangdong, Peoples R China

Stanford Univ, Pathol, Palo Alto, CA 94304 USA

Univ Bologna, Dept Expt Diagnost & Specialty Med, Bologna, Italy

Univ Padua, Dept Gen Psychol, Padua, Italy

Huazhong Univ Sci & Technol, Coll Life Sci & Technol, Dept Bioinformat & Syst Biol, Key Lab Mol Biophys,Minist Educ, Wuhan, Hubei, Peoples R China

Huazhong Univ Sci & Technol, Collaborat Innovat Ctr Biomed Engn, Wuhan, Hubei, Peoples R China

Queensland Univ Technol, Sch Biomed Sci, Brisbane, Qld, Australia

French Natl Ctr Sci Res, CNRS, Inst Biol Physicochim, Paris, France

Univ Warwick, Dept Sociol, Coventry, W Midlands, England

European Mol Biol Lab, Struct & Computat Biol, Heidelberg, Germany

Univ Cincinnati, Coll Med, Canc Biol, Cincinnati, OH USA

Univ Waterloo, Biol, Waterloo, ON, Canada

Sorbonne Univ, CNRS, Integrat Biol Marine Models LBI2M, SBR, Roscoff, France

Univ Manitoba, Biochem & Med Genet, Winnipeg, MB, Canada

Max Planck Inst Solid State Res, Ultrafast Solid State Spect, Stuttgart, Germany

Imperial Coll London, Sch Publ Hlth, Dept Infect Dis Epidemiol, London, England

Mansoura Univ, Fac Vet Med, Biochem, Mansoura, Egypt

Univ Virginia, Mol Physiol & Biol Phys, Charlottesville, VA USA

China Univ Geosci, State Key Lab Biogeol & Environm Geol, Wuhan, Hubei, Peoples R China

Clin Neurol & Psychiat Children & Youth, Child Psychiat, Belgrade, Serbia

Ahvaz Jundishapur Univ Med Sci, Med Phys, Ahwaz, Iran

Univ Iowa City, Coll Dent, Div Biostat & Computat Biol, Dept Prevent & Community Dent, Iowa City, IA USA

Univ Iowa City, Coll Dent, Div Biostat & Computat Biol, Dept Biomed Engn, Iowa City, IA USA

Univ Iowa City, Coll Dent, Div Biostat & Computat Biol, Dept Biostat, Iowa City, IA USA

Univ Tubingen, Inst Med Psychol & Behav Neurobiol, Tubingen, Germany

Univ Ibadan, Dept Zool, Ibadan, Nigeria

Kansas State Univ, Coll Vet Med, Manhattan, KS 66506 USA

Univ Tasmania, Sch Technol Environm & Design, Discipline ICT, Hobart, Tas, Australia

Childrens Mercy Hosp, Radiol, Kansas City, MO 64108 USA

Stockholm Univ, Dept Phys, Stockholm, Sweden

Oslo Univ Hosp, Inst Canc Genet & Informat, Oslo, Norway

CSIRO, CSIRO Mfg, Pullenvale, Qld, Australia

Johns Hopkins Sch Med, Urol, Baltimore, MD USA

Univ South Africa, Life & Consumer Sci, Johannesburg, South Africa

German Ctr Neurodegenerat Dis, Mech Induced Plast Brain, Bonn, Germany

UCL, Inst Child Hlth, Dev Biol & Canc, London, England

Simon Fraser Univ, Biomed Physiol & Kinesiol, Burnaby, BC, Canada

Univ Manchester, Ctr Hlth Informat, Manchester, Lancs, England

Univ Queensland, Sch Human Movement & Nutr Sci, Brisbane, Qld, Australia

Albert Einstein Coll Med, Dept Med, New York, NY USA

Georgetown Univ, Kennedy Inst Eth, Washington, DC 20057 USA

Dermatol Skin & Canc Fdn, Carlton, Vic, Australia

Med Coll Wisconsin, Div Hematol, Milwaukee, WI 53226 USA

Med Coll Wisconsin, Div Oncol, Milwaukee, WI 53226 USA

Med Coll Wisconsin, Div Infect Dis, Milwaukee, WI 53226 USA

US FDA, Off Biotechnol Prod, Washington, DC 20204 USA

Worcester Polytech Inst, Biomed Engn, Worcester, MA 01609 USA

Univ Adelaide, Ctr Orthopaed & Trauma Res, Adelaide, SA, Australia

Publ Hlth England, Natl Infect Serv, Bristol, Avon, England

Univ Utrecht, Fac Sci Chem, Utrecht, Netherlands

Natl Univ Ireland Galway, Pathol, Galway, Ireland

Imperial Coll London, NHLI, London, England

Danube Private Univ, Neurodegenerat, Krems Donau, Austria

Imperial Coll London, Dept Chem, London, England

Univ Helsinki, Finnish Museum Nat Hist, Helsinki, Finland

Univ Sydney, Sch Life & Environm Sci, Sydney, NSW, Australia

Univ Nottingham, Nottingham Digest Dis Ctr, Nottingham, England

Univ Toulouse, CNRS, ITAV, USR3505, Toulouse, France

ASCR, Inst Mol Genet, CZ Openscreen, Prague, Czech Republic

Univ Turku, Inst Biomed, Turku, Finland

York Univ, Sch Kinesiol & Hlth Sci, Toronto, ON, Canada

Univ Calif Los Angeles, Stein Eye Inst, Ophthalmol, Los Angeles, CA USA

Agr & Agri Food Canada, Ottawa Res & Dev Ctr, Ottawa, ON, Canada

Helmholtz Zentrum Geesthacht, Mat Design & Characterizat, Geesthacht, Germany

Unvers Genova, Internal Med, Genoa, Italy

Otto von Guericke Univ, Intelligent Catheter INKS, Magdeburg, Germany

Univ Toledo, Canc Biol, 2801 W Bancroft St,Hlth Sci Campus, Toledo, OH 43606 USA

CRUK Beatson Inst, Struct Biol, Glasgow, Lanark, Scotland

Leibniz Inst Primate Res, Med RNA Biol, Gottingen, Germany

Univ Limoges, PEIRENE, EA 7500, Limoges, France

Hainan Univ, Vet Med, Haikou, Hainan, Peoples R China

UCL, Sch Pharam, Pharmacognosy & Phytotherapy, London, England

Univ Oulu, Ecol & Genet Res Unit, Oulu, Finland

Rhein Westfal TH Aachen, Inst Biochem & Mol Immunol, Aachen, Germany

Univ Stuttgart, Inst Biochem & Tech Biochem, Stuttgart, Germany

Peking Univ, Shenzhen Grad Sch, Sch Chem Biol & Biotechnol, Shenzhen, Peoples R China

GIGA Res Inst, Med Oncol, Liege, Belgium

CHULiege, Liege, Belgium

Fdn Bruno Kessler, MPBA, Trento, Italy

Hokkaido Univ, Grad Sch Med, Dept Neurobiol, Sapporo, Hokkaido, Japan

Univ Leuven, Oncol, Leuven, Belgium

Chalmers Univ Technol, Dept Math Sci, Gothenburg, Sweden

Radboud Univ Nijmegen, Med Ctr, Dept Neurol, Nijmegen, Netherlands

Univ South Australia, Sch Informat Technol & Math Sci, Adelaide, SA, Australia

Bio Thera Solut Ltd, Dept Computat Biol, Guangzhou, Guangdong, Peoples R China

Inst Invest Biosanitario Granada IBS, Otolaryngol, Granada, Spain

Curtin Univ, Sch Mol & Life Sci, Perth, WA, Australia

Newcastle Univ, Inst Cellular Med, Newcastle Upon Tyne, Tyne & Wear, England

Goethe Univ, Biol DCAL, Inst Pharm, Frankfurt, Germany

Univ Lyon, ICBMS, UMR 5246, Lyon, France

Inst Pasteur, Dept Genomes & Genet, Paris, France

Univ Valencia, Pharmacol, Valencia, Spain

Council Agr Res & Econ, Res Ctr Olive Citrus & Tree Fruit, Caserta, Italy

Fraunhofer Inst Toxicol & Expt Med ITEM, Preclin Pharmacol & Vitro Toxicol, Hannover, Germany

Univ Tasmania, Sch Med, Hobart, Tas, Australia

Chugai Pharmaceut Co Ltd, Oncol Lifecycle Management Dept, Tokyo, Japan

Univ Lubeck, Inst Neurobiol, Lubeck, Germany

NYU, Sch Med, Neurol, New York, NY USA

Univ Putra Malaysia, Dept Plant Pathol, Seri Kembangan, Malaysia

Univ N Carolina, Biol, Chapel Hill, NC 27515 USA

Univ Southampton, Fac Hlth Sci, Southampton, Hants, England

Univ Highlands & Islands, Genet & Immunol Res Grp, Inverness, Scotland

Heidelberg Univ, Inst Pathol, Heidelberg, Germany

Indraprastha Inst Informat Technol, Dept Computat Biol, New Delhi, India

Glasgow Caledonian Univ, Sch Hlth & Life Sci, Glasgow, Lanark, Scotland

Liverpool John Moores Univ, Pharm & Biomol Sci, Liverpool, Merseyside, England

Parkinsons Inst & Clin Ctr, Basic Res, Sunnyvale, CA USA

Luxembourg Inst Sci & Technol, Environm Res & Innovat, Luxembourg, Luxembourg

Univ Wollongong, Sch Comp & Informat Technol, Wollongong, NSW, Australia

Univ Bari Aldo Moro, Dept Biomed Sci & Human Oncol, Bari, Italy

Flinders Univ S Australia, Coll Nursing & Hlth Sci, Adelaide, SA, Australia

Univ S Florida, Mol Med, Tampa, FL USA

Univ Texas Dallas, Behav & Brain Sci, Richardson, TX 75083 USA

Rhodes Univ, Zool & Entomol, Grahamstown, South Africa

Univ Nova Lisboa, Inst Higiene & Med Trop, Lisbon, Portugal

Swiss Fed Inst Technol, Inst Microbiol, Zurich, Switzerland

Inst Ulm, German Red Cross Blood Serv, Immunohaematol, Ulm, Germany

Tokyo Womens Med Univ, Inst Adv Biomed Engn & Sci, Tokyo, Japan

Univ Limerick, Biol Sci, Limerick, Ireland

McGill Univ, Dept Anim Sci, Montreal, PQ, Canada

StatSol, Lubeck, Germany

Univ KwaZulu Natal, Sch Math Stat & Comp Sci, Pietermaritzburg, South Africa

Univ Kebangsaan Malaysia, Inst Syst Biol INBIOSIS, Bangi, Malaysia

NIH, Natl Ctr Complementary & Integrat Hlth, Bldg 10, Bethesda, MD 20892 USA

Univ Kansas, Med Ctr, Family Med Res Div, Kansas City, KS 66103 USA

ASTAR, Inst Mol & Cell Biol, Multimodal Mol Biol, Singapore, Singapore

Univ Leuven, Dept Chron Dis Metab & Ageing, Leuven, Belgium

Int Iberian Nanotechnol Lab INL, Braga, Portugal

Anglia Ruskin, Comp & Technol, Cambridge, England

Max Planck Inst Biochem, Struct Cell Biol, Planegg, Germany

Univ Seville, Dept Comp Architecture & Technol, Seville, Spain

Univ Colorado, EBIO, Boulder, CO 80309 USA

Univ Manchester, Canc Sci, Manchester, Lancs, England

Australian Natl Univ, Res Sch Populat Hlth, Canberra, ACT, Australia

Singapore MIT Alliance Res & Technol, Biosyst, Singapore, Singapore

Australian Catholic Univ, Mary MacKillop Inst Hlth Res, Musculoskeletal Hlth & Ageing Res Program, Melbourne, Vic, Australia

Ruhr Univ Bochum, Gen Surg, St Josef Hosp, Bochum, Germany

Northwest A&F Univ, Coll Life Sci, Xianyang, Shaanxi, Peoples R China

Australian Natl Univ, Res Sch Biol, Div Plant Sci, Canberra, ACT, Australia

Battelle Mem Inst, Clin & Nonclin Res, Columbus, OH USA

Southern Methodist Univ, Biol Sci, Dallas, TX 75275 USA

Teikyo Univ, Inst Med Mycol, Tokyo, Japan

Tempus Labs, Bioinformat, Chicago, IL USA

Hunan Univ, Coll Biol, Changsha, Hunan, Peoples R China

Inst Cochin, Dept Infect Immun & Inflammat, Paris, France

Royal Coll Surgeons Ireland, FutureNeuro Res Ctr Physiol & Med Phys, Dublin, Ireland

Univ Jyvaskyla, Gerontol Res Ctr, Jyvaskyla, Finland

Heidelberg Univ, Dept Anesthesiol, Heidelberg, Germany

Penn State Univ, Biol, University Pk, PA 16802 USA

Chinese Acad Sci, Inst Microbiol, State Key Lab Microbial Resources, Beijing, Peoples R China

Univ Sci & Technol China, Sch Life Sci, Hefei, Anhui, Peoples R China

Michigan State Univ, Anim Sci, E Lansing, MI 48824 USA

SUNY Buffalo, Jacobs Sch Med & Biomed Sci, Dept Neurol, Buffalo Neuroimaging Anal Ctr, New York, NY USA

Univ Rostock, Inst Biol Sci, Rostock, Germany

South China Normal Univ, Sch Environm, Environm Res Inst, Guangzhou, Guangdong, Peoples R China

Univ Bari, Dept Vet Med, Bari, Italy

Radboud Univ Nijmegen, Med Ctr, Primary & Community Care, Nijmegen, Netherlands

EcoHlth Alliance, New York, NY USA

Mayo Clin, Cardiovasc Dept, Rochester, MN USA

Med Univ Silesia, Sch Med Katowice, Dept Epidemiol, Katowice, Poland

Univ Lleida, Anim Sci, Lleida, Spain

Univ Florida, Coll Pharm, Pharmaceut Outcomes & Policy, Gainesville, FL USA

Pacific Northwest Natl Lab, Earth & Biol Sci Directorate, Richland, WA 99352 USA

Univ Edinburgh, Ctr Discovery Brain Sci, Edinburgh, Midlothian, Scotland

Harvard Med Sch, Dept Biomed Informat, Boston, MA 02115 USA

Univ Penn, Radiol, Philadelphia, PA 19104 USA

Humanitas Univ & Res Hosp, Asthma & Allergy Unit, Biomed Sci Personalized Med, Rozzano, Italy

Australian Natl Univ, Dept Quantum Sci, Canberra, ACT, Australia

Carl von Ossietzky Univ Oldenburg, Ecol Genom, Oldenburg, Germany

Int Med Univ, Paediat Dent & Orthodont, Kuala Lumpur, Malaysia

Univ Ottawa, Sch Nursing, Ottawa, ON, Canada

Maastricht Univ, Dept Educ Support, Maastricht, Netherlands

Univ Manchester, Math, Manchester, Lancs, England

Kings Coll London, Fac Life Sci & Med, Sch Populat Hlth Sci, London, England

Queensland Univ Technol, Inst Hlth & Biomed Innovat, Brisbane, Qld, Australia

Harbin Med Univ, Publ Hlth Sch, Epidemiol, Harbin, Heilongjiang, Peoples R China

UiT Arctic Univ Norway, Dept Chem, Tromso, Norway

Cornell Univ, Biol Stat & Computat Biol, Ithaca, NY USA

East China Normal Univ, Sch Ecol & Environm Sci, Shanghai Key Lab Urban Ecol Proc & Ecorestorat, Shanghai, Peoples R China

Johannes Gutenberg Univ Mainz, Fac Biol, Mainz, Germany

Univ Massachusetts, Food Sci, Amherst, MA 01003 USA

Max Planck Inst Terr Microbiol, Complex Adapt Traits Res Grp, Marburg, Germany

NIHR Biomed Res Ctr Resp, Ctr Exercise & Rehabil Sci, Leicester, Leics, England

Yale Univ, Dept Internal Med, Sect Endocrinol, New Haven, CT USA

Sardar Patel Univ, Dept Biosci, Anand, Gujarat, India

Univ Tokyo, Dept Appl Phys, Tokyo, Japan

Univ Cologne, Vivo Res Facil ivRF, Cologne Excellence Cluster Cellular Stress Respon, Cologne, Germany

Natl Open Univ Nigeria, Dept Publ Hlth Sci, Lagos, Nigeria

Univ Hosp Regensburg, Dept Radiol, Regensburg, Germany

Natl Univ Singapore, Geog, Singapore, Singapore

Alfaisal Univ, Coll Med, Riyadh, Saudi Arabia

Abdelmalek Essaadi Univ, Fac Sci & Techn Tangier, Biomed Genom & Oncogenet Res Lab, Tetouan, Morocco

Tech Univ Munich, Fac Sport & Hlth Sci, Exercise Biol Grp, Munich, Germany

Univ Santiago de Compostela, Dept Psicoloxia Social Basica & Metodoloxia, Galiza, Spain

Griffith Univ, Signal Proc Lab, Brisbane, Qld, Australia

Univ Ghent, Dept Neurol, Ghent, Belgium

Ghent Univ Hosp, Ghent, Belgium

Univ Ghent, Fac Vet Med, Merelbeke, Belgium

Albert Einstein Coll Med, Inst Clin & Translat Res, New York, NY USA

Anglia Ruskin Univ, Fac Med Sci, Cambridge, England

Peking Univ, Coll Chem & Mol Engn, Beijing, Peoples R China

Herlev & Gentofte Hosp, Dept Dermatol & Allergy, Hellerup, Denmark

Lady Cilento Childrens Hosp, Med Imaging & Nucl Med, Brisbane, Qld, Australia

Univ Gambia, Sch Med & Allied Hlth Sci, Nursing & Reprod Hlth, Brikama, Gambia

Univ Sydney, Woolcock Inst Med Res, Sydney, NSW, Australia

Wayne State Univ, Comp Sci, Detroit, MI USA

Aberdeen Royal Infirm, Otolaryngol, Aberdeen, Scotland

Univ Toronto, Lab Med & Pathobiol, Toronto, ON, Canada

Chinese Univ Hong Kong, Inst Ageing, Hong Kong, Peoples R China

Univ Nebraska Med Ctr, Emergency Med, Omaha, NE USA

Univ Florida, Coll Med, Pathol, Gainesville, FL USA

Univ Texas MD Anderson Canc Ctr, Radiat Oncol, Houston, TX 77030 USA

Univ Pisa, Translat Res NTMS, Pisa, Italy

Magna Grecia Univ, Clin & Expt Med, Catanzaro, Italy

Univ Vermont, Larner Coll Med, Pediat, Burlington, VT USA

Sun Yat Sen Univ, Canc Ctr, Diagnost & Intervent Ultrasound, Guangzhou, Guangdong, Peoples R China

Fudan Univ, Inst Brain Sci, Shanghai, Peoples R China

Shanxi Agr Univ, Coll Agron, Jinzhong, Shanxi, Peoples R China

Univ Toronto, Inst Med Sci, Toronto, ON, Canada

Univ Adelaide, ARCPOH, Adelaide, SA, Australia

Pelita Harapan Univ, Fac Med, Cardiol & Vasc Med, Tangerang, Indonesia

Inst Mental Hlth, Res Div, Singapore, Singapore

UCL, MRC Clin Trials Unit, London, England

Univ Padua, Dept Philosophy Sociol Educ & Appl Psychol FISPPA, Padua, Italy

Univ Lubeck, Dept Psychiat & Psychotherapy, Lubeck, Germany

Dalian Univ Technol, Ctr Mol Med, Dalian, Liaoning, Peoples R China

Tianjin United Family Healthcare, Reprod Med, Tianjin, Peoples R China

Univ Autonoma Barcelona, Dept Engn Quim Biol & Ambiental, Barcelona, Spain

Sao Paulo State Univ UNESP, Dept Anim Sci, Sao Paulo, Brazil

Helmholtz Zentrum Munchen, Inst Computat Biol, Canc Syst Biol, Ingolstadter Land Str 1, D-85764 Munich, Germany

Univ Tokyo, Dept Cardiovasc Med, Tokyo, Japan

Sao Paulo State Univ, Vet Clin, Sao Paulo, Brazil

Zhejiang Univ, Inst Biotechnol, Hangzhou, Zhejiang, Peoples R China

Aarhus Univ, Dept Mol Biol & Genet, Aarhus, Denmark

Univ Manchester, St Marys Hosp, Maternal & Fetal Hlth, Manchester, Lancs, England

Univ New Mexico, Internal Med, Albuquerque, NM 87131 USA

Mayo Clin, Div Biomed Stat & Informat, Jacksonville, FL 32224 USA

King Saud Univ, Plant Prod, Riyadh, Saudi Arabia

Polish Acad Sci, Inst Genet & Anim Breeding, Dept Mol Biol, Warsaw, Poland

Queensland Univ Technol, Optometry & Vis Sci, Brisbane, Qld, Australia

Univ Nottingham, Sch Life Sci, Nottingham, England

Canc Council Queensland, Canc Res Ctr, Brisbane, Qld, Australia

Umea Univ, Dept Chem, Umea, Sweden

Publ Hlth England, Ctr Radiat Chem & Environm Hazards, Bristol, Avon, England

Univ Campania L Vanvitelli, DISTABIF, Caserta, Italy

Bartshealth, Obstet & Gyanecol, London, England

Univ Clermont Auvergne, GReD Lab, Clermont Ferrand, France

INRA Abeilles & Environm, Avignon, France

Queensland Univ Technol, Sch Publ Hlth & Social Work, Brisbane, Qld, Australia

Univ Penn, Psychiat, Philadelphia, PA 19104 USA

Novosibirsk State Univ, Res Inst Physiol & Basic Med, Novosibirsk, Russia

UCL, Dept Chem, London, England

La Trobe Univ, Anim Plant & Soil Sci, Melbourne, Vic, Australia

Univ Arizona, Epidemiol & Biostat, Tucson, AZ USA

Univ Groningen, Univ Med Ctr Groningen, ERIBA, Groningen, Netherlands

Univ Gothenburg, Inst Clin Sci, Dept Radiat Phys, Gothenburg, Sweden

SUNY Upstate Med Univ, Biochem & Mol Biol, Syracuse, NY 13210 USA

Fundacao Oswaldo Cruz, Ctr Pesquisas Goncalo Moniz, Salvador, Bahia, Brazil

Inst Environm Sci & Res ESR, Food Water & Environm Microbiol, Christchurch, New Zealand

Univ Otago, Food Sci, Dunedin, New Zealand

Florida Atlantic Univ, Biomed Sci, Boca Raton, FL 33431 USA

Univ Queensland, Inst Mol Biosci, Brisbane, Qld, Australia

Univ Hosp Wurzburg, Inst Clin Neurobiol, Wurzburg, Germany

Inst Trop Med, Publ Hlth, Antwerp, Belgium

Univ Thessaly, Sch Hlth Sci, Fac Med, Dept Rheumatol & Clin Immunol, Larisa, Greece

Univ Basel, UZB Univ Ctr Dent Med, Dept Orthodont & Pediat Dent, Basel, Switzerland

Sorbonne Univ, Museum Natl Hist Nat, Inst Systemat Evolut Biodiversite ISYEB, MNHN,CNRS,UMR 7205,EPHE, Paris, France

CNRS, Inst Adv Biosci, Paris, France

Univ Western Australia, Sch Mol Sci, Perth, WA, Australia

Univ Ft Hare, Biochem & Microbiol, Alice, South Africa

Univ Tubingen, Phys, Tubingen, Germany

Griffith Univ, Sch Environm & Sci, Brisbane, Qld, Australia

Philosoph Theol Hsch Vallendar, Stat & Standardised Methods, Vallendar, Germany

Imperial Coll London, Life Sci, London, England

Univ Adelaide, Adelaide Med Sch, Adelaide, SA, Australia

Univ Nebraska Med Ctr, Dept Pharmacol & Expt Neurosci, Omaha, NE USA

Technol Univ Dublin, FOCAS Res Inst, Dublin, Ireland

INSERM, Natl Inst Hlth & Med Res, Canc Res Ctr Toulouse, Paris, France

Univ Santiago de Compostela, Dept Bioloxia Func, Grp BRAINSHARK, Galiza, Spain

Univ Nebraska, Biol, Kearney, NE USA

Univ Autonoma Barcelona, Dept Genet & Microbiol, Barcelona, Spain

Univ Pisa, Chem & Ind Chem, Pisa, Italy

Univ Manchester, Wellcome Trust Ctr Cell Matrix Res, Manchester, Lancs, England

Univ Montpellier, CNRS, Inst Human Genet, Montpellier, France

Czech Acad Sci, Inst Organ Chem & Biochem, Prague, Czech Republic

CSIC, Natl Ctr Biotechnol CNB, Computat Syst Biol Grp, Madrid, Spain

Natl Cheng Kung Univ, Dept Biochem & Mol Biol, Tainan, Taiwan

Harvard Med Sch, Schepens Eye Res Inst, Ophthalmol, Boston, MA 02115 USA

Lanzhou Univ, Hosp 2, Dept Gen Surg, Lanzhou, Gansu, Peoples R China

Univ Technol Sydney, Sch Life Sci, Sydney, NSW, Australia

JT Chen Clin, Gynecol, Tokyo, Japan

Univ Western Australia, Sch Agr & Environm, Perth, WA, Australia

Beijing Normal Univ, Fac Geog Sci, Beijing, Peoples R China

Univ Missouri, Elect Engn & Comp Sci, Columbia, MO USA

Vrije Univ Amsterdam Med Ctr, Amsterdam Publ Hlth Res Inst, Dept Publ & Occupat Hlth, Amsterdam, Netherlands

Semmelweis Univ, Med Biochem, Budapest, Hungary

Queen Elizabeth Hosp, Dept Clin Oncol, Hong Kong, Peoples R China

Univ Pittsburgh, Chem, Pittsburgh, PA USA

GB Pant Inst Post Grad Med Educ & Res, Neurol, New Delhi, India

Univ Copenhagen, Vet & Anim Sci, Copenhagen, Denmark

Univ Palermo, Biomed Dept Internal & Specialist Med DIBIMIS, Sect Endocrinol, Palermo, Italy

UCL, NPP, London, England

Univ Florida, Microbiol & Cell Sci, Gainesville, FL USA

Univ Salford, Sch Hlth Sci, Manchester, Lancs, England

Cardiff Univ, Inst Med Genet, Cardiff, S Glam, Wales

INSERM, ICO Canc Ctr, Angers, France

Univ Colombo, Fac Med, Microbiol, Colombo, Sri Lanka

Beijing Univ Chinese Med, Sch Chinese Mat Med, Beijing, Peoples R China

Univ Porto, Fac Pharm, Porto, Portugal

Univ Nottingham, Div Primary Care, Nottingham, England

Univ Illinois, Pharm Syst Outcomes & Policy, Chicago, IL USA

Pontificia Univ Catolica Goias, Escola Ciencias Agr & Biol, Goiania, Go, Brazil

China Japan Friendship Hosp, Dept Oncol, Beijing, Peoples R China

Boston Univ, Chem, Boston, MA 02215 USA

Amer Univ, Environm Sci, Washington, DC 20016 USA

Carleton Univ, Neurosci, Ottawa, ON, Canada

Univ Regina, Chem & Biochem, Regina, SK, Canada

Univ Montreal, Microbiolgy, Montreal, PQ, Canada

Univ Leicester, Dept Genet & Genome Biol, Leicester, Leics, England

Univ Queensland, Sch Agr & Food Sci, Gatton, Qld, Australia

CNRS, BIOM, Paris, France

UCL, Hatter Cardiovasc Inst, London, England

Flinders Univ S Australia, Sci & Engn, Adelaide, SA, Australia

Univ Warwick, Engn, Coventry, W Midlands, England

Katholieke Univ Leuven, Ctr Human Genet, Leuven, Belgium

Fudan Univ, Dept Macromol Sci, Shanghai, Peoples R China

Dokuz Eylul Univ, Biol Educ, Izmir, Turkey

Indiana Univ Sch Med, Dept Biochem & Mol Biol, Indianapolis, IN 46202 USA

Mondo Med, Pulm Dis, Borgomanero, Italy

US Naval, Res Lab, Ctr Bio Mol Sci & Engn, Washington, DC USA

Univ Oslo, Inst Basic Med Sci, Dept Nutr, Oslo, Norway

Peking Univ, Dept Mech & Engn Sci, Beijing, Peoples R China

Saarland Univ, Dept Pharm Pharmaceut & Med Chem, Saarbrucken, Germany

INSERM, Natl Inst Hlth & Med Res, Skin Res Inst, Paris, France

Shanghai Proton & Heavy Ion Ctr, Res & Dev, Shanghai, Peoples R China

Univ Georgia, Epidemiol, Athens, GA 30602 USA

Univ Freiburg, Med Ctr, Dept Plast & Hand Surg, Freiburg, Germany

Sidra Med, Res, Doha, Qatar

Rostock Univ, Med Ctr, Dept Oral Maxillofacial & Plast Surg, Rostock, Germany

Harvard Med Sch, Brigham & Womens Hosp, Emergency Med, Boston, MA 02115 USA

AgResearch, Forage Sci, Palmerston North, New Zealand

Univ Calif Los Angeles, Med, Los Angeles, CA USA

Arizona State Univ, Biodesign Inst, Virginia G Piper Ctr Personalized Diagnost, Tempe, AZ USA

Sheffield Hallam Univ, Res Inst, Mat & Engn, Sheffield, S Yorkshire, England

Aneurin Bevan Univ Healthboard, Resp Med, Newport, Shrops, England

Univ Calif San Francisco, Neurol Surg, San Francisco, CA 94143 USA

Univ Western Australia, UWA Dent Sch, Perth, WA, Australia

Fordham Univ, Biol Sci, Bronx, NY 10458 USA

Univ Helsinki, Inst Biotechnol, Helsinki, Finland

Fujian Normal Univ, Coll Life Sci, Fuzhou, Fujian, Peoples R China

Univ Fukui, Dept Frontier Fiber Technol & Sci, Fukui, Japan

Univ Southampton, Fac Med, Clin & Expt Sci, Southampton, Hants, England

Univ Urbino, Dept Biomol Sci, Urbino, Italy

Osped San Luigi, Allergol Unit, Turin, Italy

Muljibhai Patel Urol Hosp, Dept Urol, Nadiad, Gujarat, India

Univ Granada, Stratig & Paleontol, Granada, Spain

Massey Univ, Sch Vet Sci, Auckland, New Zealand

CNR, High Performance Comp & Networking Inst, Naples, Italy

Univ Childrens Hosp Zurich, Div Metab, Zurich, Switzerland

Univ Childrens Hosp Zurich, Childrens Res Ctr, Zurich, Switzerland

Univ Melbourne, Biochem & Mol Biol, Parkville, Vic, Australia

Inst Pasteur, Leptospirosis Res & Expertise Unit, Noumea, New Caledonia

Tsinghua Univ, Sch Life Sci, Beijing, Peoples R China

Cheikh Anta Diop Univ UCAD, Sci Fac, Biol Anim Dept, Dakar, Senegal

Providence Portland Med Ctr, Earle A Chiles Res Inst, Portland, OR USA

Agr & Agri Food Canada, Lacombe Res & Dev Ctr, Lacombe, AB, Canada

Alberta Innovates, Performance Management & Evaluat, Edmonton, AB, Canada

Univ Malaga, CSIC, Inst Hortofruticultura Subtrop Mediterranea La Ma, IHSM,UMA, Malaga, Spain

James Cook Univ, Coll Publ Hlth Med & Vet Sci, Cairns, Qld, Australia

European Commiss, Joint Res Ctr, Ispra, Italy

Univ Montpellier, Montpellier, France

CSIRO, Floreat, WA, Australia

Sun Yat Sen Univ, Sun Yat Sen Mem Hosp, Guangzhou, Guangdong, Peoples R China

Vanderbilt Univ, Pharmacol, 221 Kirkland Hall, Nashville, TN 37235 USA

RIKEN, KFU RIKEN Translat Genom Unit, Yokohama, Kanagawa, Japan

Univ Tubingen, Neurobiol Vocal Commun, Tubingen, Germany

Univ Colorado, UCCS Ctr Biofrontiers Inst, Colorado Springs, CO 80907 USA

Fred Hutchinson Canc Ctr, Div Basic Sci, Seattle, WA USA

Univ Geneva, Fac Med, Primary Care Unit, Geneva, Switzerland

Ernst Moritz Arndt Univ Greifswald, Dept Mol Genet & Infect Biol, Greifswald, Germany

East China Univ Sci & Technol, Dept Fine Chem, Shanghai, Peoples R China

Ohio State Univ, Surg, Columbus, OH 43210 USA

Oragenics, R&D, Tampa, FL USA

Natl Environm Agcy, Environm Hlth Inst, Singapore, Singapore

Friedrich Loeffler Inst, Inst Diagnost Virol, Greifswald, Germany

Queen Elizabeth Hosp, Oncol, Woodville, SA, Australia

USDA, Emerging Pests & Pathogens Res Unit, Ithaca, NY USA

Univ Freiburg, Med Ctr, Dept Neurosurg, Epilepsy Ctr, Freiburg, Germany

Univ Hong Kong, Fac Educ, Informat & Technol Studies, Hong Kong, Peoples R China

Univ Tokyo, Grad Sch Agr & life Sci, Agr & Environm Biol, Tokyo, Japan

Univ Pittsburgh, Dept Med, Pittsburgh Heart Lung & Blood Vasc Med Inst, Pittsburgh, PA USA

Guys & St Thomas NHS Fdn Trust, Directorate Transplant Renal & Urol, London, England

Univ Sarajevo, Clin Ctr, Clin Heart Blood Vessel & Rheumat Dis, Sarajevo, Bosnia & Herceg

Univ Kent, Sch Math Stat & Actuarial Sci, Canterbury, Kent, England

Tokyo Inst Technol, Dept Life Sci & Technol, Tokyo, Japan

Univ Appl Sci Munich, Laser Ctr Dept Appl Sci & Mechatron, Munich, Germany

CIC NanoGUNE, Nanodevices, San Sebastian, Spain

Vrije Univ Amsterdam Med Ctr, Gynaecol, Amsterdam, Netherlands

Cardiff Univ, Med Sch, Div Populat Med, Cardiff, S Glam, Wales

Karolinska Inst, Dept Med, Solna, Sweden

Natl Inst Genet, Ctr Informat Biol, Mishima, Shizuoka, Japan

Murdoch Univ, Harry Perkins Inst Med Res, Perth, WA, Australia

Univ Limerick, Phys Educ & Sport Sci, Limerick, Ireland

Ruhr Univ Bochum, Campus Clin Gynecol, Univ Str, Bochum, Germany

Southwest Med Univ, Sch Publ Hlth, Epidemiol & Biostat, Luzhou, Sichuan, Peoples R China

Beijing Canc Hosp, Minist Educ Beijing, Key Lab Carcinogenesis & Translat Res, Ctr Mol Diagnost, Beijing, Peoples R China

Chinese Acad Sci, Chengdu Inst Biol, Herpetol Dept, Chengdu, Sichuan, Peoples R China

Key Lab Nano Biol Effects & Safety, Beijing, Peoples R China

NIBR, PK Sci, Basel, Switzerland

Daejeon St Marys Hosp, Pain Ctr, Daejeon, South Korea

Univ Western Ontario, Sch Hlth Studies, London, ON, Canada

Univ Aberdeen, Hlth Psychol Grp, Aberdeen, Scotland

Univ Colorado, Anesthesiol, Anschutz Med Campus, Boulder, CO 80309 USA

Univ Antwerp, UZA Antwerp Univ Hosp, Crit Care Med, Edegem, Belgium

Aarhus Univ Hosp, Endocrinol, Aarhus, Denmark

Univ Pretoria, Ctr Transport Dev, Ind & Syst Engn, Pretoria, South Africa

Duke Univ, Dept Biostat & Bioinformat, Durham, NC USA

Pontificia Univ Catolica Goias, Med Pharmaceut & Biomed Sci Sch, Goiania, Go, Brazil

Karolinska Inst, Danderyd Hosp, Dept Clin Sci, Div Cardiovasc Med, Stockholm, Sweden

UCL, Clin Educ & Hlth Psychol, London, England

KRIBB, Dev & Differentiat Res Ctr, Daejeon, South Korea

Univ dArtois, Lab Barriere Hematoencephal, Arras, France

AstraZeneca, IMED Biotech Unit, Discovery Sci, Quantitat Biol, Cambridge, England

Pacific Northwest Natl Lab, Environm Mol Sci Lab, Richland, WA 99352 USA

Coventry Univ, Appl Maths Res Ctr, Stat Phys Grp, Coventry, W Midlands, England

Wilton Ctr, Invista Performance Technol, Cleveland, England

Thunen Inst Forest Genet, Genome Res, Grosshansdorf, Germany

Lebanese Amer Univ, Nat Sci, Byblos, Lebanon

Takeda, Evidence & Value Generat, Osaka, Japan

King Abdullah Int Med Res Ctr, Stem Cell & Regenerat Med, Riyadh, Saudi Arabia

Univ Bahri, Ind Pulp & Paper, Khartoum, Sudan

Univ Queensland, Mater Med Res Inst, Mater Res Inst, Brisbane, Qld, Australia

Colorado State Univ, NREL, Ft Collins, CO 80523 USA

Rzeszow Univ Hosp, Ob Gyn Dept, Rzeszow, Poland

Univ Leeds, Fac Biol Sci, Leeds, W Yorkshire, England

Massachusetts Gen Hosp, Endocrine Unit, Boston, MA 02114 USA

Carl von Ossietzky Univ Oldenburg, Neurosci, Oldenburg, Germany

UNSW, St George & Sutherland Clin Sch, Microbiome Res Ctr, Sydney, NSW, Australia

NYU, Sch Med, Dept Biochem, New York, NY 10016 USA

NYU, Sch Med, Dept Mol Pharmacol, New York, NY USA

Univ Mississippi, Med Ctr, Med Infect Dis, Jackson, MS 39216 USA

Tampere Univ, Fac Social Sci Psychol, Tampere, Finland

Univ Cyprus, Dept Biol Sci, Nicosia, Cyprus

Goethe Univ, Inst Med Microbiol & Infect Control, Frankfurt, Germany

Charite Med Univ Berlin, Inst Radiol, Berlin, Germany

Univ Cologne, Univ Hosp Cologne, Internal Med 1, Cologne, Germany

Univ Calif Los Angeles, Sch Dent, Sect Periodont, Los Angeles, CA 90024 USA

Aalborg Univ Hosp, Dept Clin Biochem, Aalborg, Denmark

Manipal Acad Higher Educ, Pharm Practice, Manipal, Karnataka, India

Univ Tokyo, Inst Med Sci, Dept Radiol, Tokyo, Japan

Cukurova Univ, Family Med, Fac Med, Adana, Turkey

Catholic Univ Korea, Coll Med, Dept Humanities & Social Med, Seoul, South Korea

Univ Ghent, Food Technol Safety & Hlth, Ghent, Belgium

UNSW Sydney, Sch Biol Earth & Environm Sci BEES, Sydney, NSW, Australia

St Vincent Shoulder & Sports Clin, Res Unit, Vienna, Austria

Cornell Univ, Biomed Engn, Ithaca, NY USA

Leibniz Inst Plant Genet & Crop Plant Res IPK, Res Grp Bioinformat & Informat Technol, Gatersleben, Germany

Univ Europea Madrid, Sch Doctoral Studies, Madrid, Spain

CSIRO Mfg, Biomed Mfg, Melbourne, Vic, Australia

Depaul Univ, Biol Sci, Chicago, IL 60604 USA

Konkuk Univ, Dept Anim Sci & Technol, Seoul, South Korea

Chang Gung Univ, Grad Inst Med Mechatron, Taoyuan, Taiwan

Korea Univ, Coll Med, Psychiat, Seoul, South Korea

Princeton Univ, Chem, Princeton, NJ 08544 USA

Henan Univ Chinese Med, Henan Key Lab Chinese Med Resp Dis, Zhengzhou, Henan, Peoples R China

Univ Med Ctr Mainz, Dept Psychiat & Psychotherapy, Mainz, Germany

Monash Univ Malaysia, Sch Sci, Selangor, Malaysia

Univ Mississippi, Med Ctr, Physiol & Biophys, Jackson, MS 39216 USA

Univ Oslo, Dept Transplantat Med, Oslo, Norway

Sichuan Agr Univ, Triticeae Res Inst, Yaan, Sichuan, Peoples R China

Guangzhou Univ Chinese Med, Gastroenterol, Guangzhou, Guangdong, Peoples R China

Southeast Univ, Sch Biol Sci & Med Engn, Suzhou, Jiangsu, Peoples R China

Mt Allison Univ, Biol, Sackville, NB, Canada

Ithaca Coll, Biol, Ithaca, NY 14850 USA

Univ Cagliari, Dept Med Sci & Publ Hlth, Monserrato, Italy

Univ Vienna, Chromosome Biol, Vienna, Austria

Univ Zurich, Nephrol, Zurich, Switzerland

Friedrich Schiller Univ, Inst Nutr Sci, Jena, Germany

UNSW Sydney, Grad Sch Biomed Engn, Sydney, NSW, Australia

Tulane Univ, Sch Med, Biochem & Mol Biol, 1430 Tulane Ave, New Orleans, LA 70112 USA

NINDS, NIH, Bldg 36,Rm 4D04, Bethesda, MD 20892 USA

NIH, NCBI, Natl Lib Med, Bldg 10, Bethesda, MD 20892 USA

LOreal Res & Innovat, Aulnay Sous Bois, France

Lund Univ, Dept Psychol, Malmo, Sweden

Catholic Univ Louvain, Inst Rech Expt & Clin, Brussels, Belgium

Georgia State Univ, Neurosci Inst, Atlanta, GA 30303 USA

Univ Melbourne, Ophthalmol, Surg, Parkville, Vic, Australia

Univ Western Australia, Ctr Ophthalmol & Visual Sci, Perth, WA, Australia

Iran Univ Med Sci, Med Phys, Fac Med, Tehran, Iran

Salk Inst Biol Studies, Cellular Neurobiol, La Jolla, CA USA

Imperial Coll London, Fibrosis Res Grp, London, England

Univ Texas MD Anderson Canc Ctr, Genitourinary Med Oncol, Houston, TX 77030 USA

Univ Liege, GIGA Neurosci, Liege, Belgium

Univ Crete, Sch Med, Urol, Iraklion, Greece

Flinders Univ S Australia, Flinders Med Ctr, Dept Clin Pharmacol, Adelaide, SA, Australia

Max Planck Inst Immunobiol & Epigenet, Bioinformat, Breisgau, Germany

Cardiff Univ, Sch Psychol, Cardiff, S Glam, Wales

Imperial Coll London, Chem Engn, London, England

Lund Univ, Skane Univ Hosp, Clin Sci, Malmo, Sweden

Sahlgrens Acad, Inst Clin Sci, Dept Mol & Clin Med, Gothenburg, Sweden

Univ Cent Lancashire, Sch Pharm & Biomed Sci, Preston, Lancs, England

Hosp Univ Doctor Peset, Psychiat & Clin Psychol, Valencia, Spain

Ctr Biol Mol Severo Ochoa, Genome Dynam & Funct, Madrid, Spain

Unvivers Hosp Lille, Dept Intens Care, Lille, France

Kansai Med Univ, Surg, Osaka, Japan

Univ Toulouse, Inst Natl Polytech Toulouse, Ecole Natl Super Agron Toulouse, Lab Genom & Biotechnol Fruit, Toulouse, France

UiT Arctic Univ Norway, Inst Psychol, Tromsto, Norway

Queens Univ, Ctr Publ Hlth, Belfast, Antrim, North Ireland

Univ Manchester, Ctr Primary Care & Hlth Serv Res, Manchester, Lancs, England

Griffith Univ, Menzies Hlth Inst, Gold Coast, Qld, Australia

Anglia Ruskin Univ, FHSCE, Cambridge, England

Univ Lleida, Dept Expt Med, Lleida, Spain

NIEHS, Biomol Screening Branch, Div Natl Toxicol Program, POB 12233, Res Triangle Pk, NC 27709 USA

Albany Med Coll, Immunol & Microbial Dis, Albany, NY 12208 USA

Univ Queensland, Queensland Brain Inst, Brisbane, Qld, Australia

Univ Kent, Sch Biosci, Canterbury, Kent, England

Univ Bourgogne Franche Comte, INSERM, LNC, UMR 1231, Besancon, France

Ritsumeikan Univ, Coll Life Sci, Dept Biotechnol, Shiga, Japan

Kent State Univ, Biol Sci, Kent, OH 44242 USA

Natl Inst Infect Dis, Dept Safety Res Blood & Biol Prod, Tokyo, Japan

European Inst Marine Studies, Lab Microbiol Extreme Environm, Plouzane, France

Univ Iowa, Dept Pharmacol, Roy J & Lucille A Carver Coll Med, Iowa City, IA 52242 USA

Natl Univ Singapore, Biol Sci, Singapore, Singapore

Conservatoire Natl Arts & Metiers, Lab GBA, EA4627, Paris, France

Univ Michigan, Dept Human Genet, Ann Arbor, MI 48109 USA

Lomonosov Moscow State Univ, Belozersky Inst Physicochem Biol, Moscow, Russia

Jikei Univ, Sch Med, Dept Mol Biol, Tokyo, Japan

Univ South Wales, Genom & Computat Biol, Treforest, Wales

Duke Univ, Med Ctr, Obstet & Gynecol, Durham, NC USA

Univ Technol Sydney, Climate Change Cluster, Sydney, NSW, Australia

Nagoya Univ, Grad Sch Med, Dept Radiol, Nagoya, Aichi, Japan

Western Sydney Univ, Sch Sci & Hlth, Sydney, NSW, Australia

TEI Epirus, Dept Speech & Language Therapy, Ioannina, Greece

Indiana Univ Purdue Univ, Orthopaed Surg, Indianapolis, IN 46202 USA

Oniris, Vet Pathol, Nantes, France

Royal Vet Coll, Pathobiol & Populat Sci, Hatfield, Herts, England

Univ Ghent, Lab Pharmaceut Biotechnol, Ghent, Belgium

Norwegian Inst Nat Res, Terr Ecol, Trondheim, Norway

Univ Calif Merced, Mol & Cell Biol, Merced, CA USA

Univ Dublin, Trinity Coll Dublin, Sch Engn, Ctr Transport Res, Dublin, Ireland

Lund Univ, Inst Clin Sci, Nephrol, Malmo, Sweden

Univ Birmingham, Mech Engn, Birmingham, W Midlands, England

Lund Univ, Inst Clin Sci, OB GYN, Lund, Sweden

Fdn Jimenez Diaz Hosp, Nephrol & Hypertens, Madrid, Spain

Queensland Univ Technol, Sch Chem Phys & Mech Engn, Brisbane, Qld, Australia

Otto von Guericke Univ, Psychol, Magdeburg, Germany

Univ Med Ctr Gottingen, Dept Expt Neurodegenerat, Gottingen, Germany

Harvard Med Sch, Spaulding Rehabil Hosp, Phys Med & Rehabil, Boston, MA 02115 USA

Quadram Inst Biosci, Sci Operat, Norwich, Norfolk, England

Ostbayer Tech Hsch Regensburg OTH Regensburg, Regensburg Med Image Comp ReMIC, Regensburg, Germany

Deakin Univ, Fac Arts & Educ, Melbourne, Vic, Australia

Univ Warwick, Warwick Med Sch, Coventry, W Midlands, England

INSERM, Natl Inst Hlth & Med Res, Biochem & Mol Biol, Paris, France

Univ Liege, Tax Inst, Liege, Belgium

Univ Leeds, Sch Mol & Cellular Biol, Leeds, W Yorkshire, England

IRCCS Ist Giannina Gaslini, UOC Genet Med, Genoa, Italy

Res Diets Inc, Sci, New Brunswick, NJ USA

Univ Perugia, Dept Phys & Geol, Perugia, Italy

Walter Reed Natl Mil Med Ctr, Cellular Immunol, Bethesda, MD USA

Univ Fed Santa Catarina, Biol Sci Ctr, Microbiol Immunol & Parasitol Dept, Florianopolis, SC, Brazil

Univ Edinburgh, Royal Infirm, Ctr Liver & Digest Disorders, Edinburgh, Midlothian, Scotland

Orion Pharma, Crit Care Proprietary Prod Div, Espoo, Finland

MIT, Dept Civil & Environm Engn, 77 Massachusetts Ave, Cambridge, MA 02139 USA

Univ Turin, Dept Vet Sci, Turin, Italy

Univ G dAnnunzio, Dept Psychol Hlth & Territorial Sci, Chieti, Italy

NYU, Sch Med, OB GYN, New York, NY USA

Univ Glasgow, Inst Cardiovasc & Med Sci, Glasgow, Lanark, Scotland

Univ Turku, Dept Biol, Turku, Finland

Tech Univ Berlin, Bioanalyt, Berlin, Germany

Univ Goettingen, Inst Phys Biophys 3, Gottingen, Germany

Univ Texas MD Anderson Canc Ctr, Inst Appl Canc Sci, Translat Res Adv Therapeut & Innovat Oncol TRACTI, Houston, TX 77030 USA

Univ Liege, Life Sci, Liege, Belgium

Tarbiat Modares Univ, Fac Med Sci, Dept Toxicol, Tehran, Iran

ARS, USDA, Stoneville, MS USA

Univ Regensburg, RCI Regensburg Ctr Intervent Immunol, Regensburg, Germany

Univ Nottingham, Sch Psychol, Nottingham, England

NIH, Pathol Lab, Bethesda, MD 20892 USA

Univ Carlos III Madrid, Elect Engn, Madrid, Spain

Inst Med Mol, Chem Biol, Lisbon, Portugal

Univ Costa Rica, CIET, San Jose, Costa Rica

Univ Stavanger, Fac Hlth Sci, Stavanger, Norway

Erasmus MC, Urol, Rotterdam, Netherlands

Univ Edinburgh, Sch Biol Sci, Edinburgh, Midlothian, Scotland

German Res Ctr Environm Hlth GmbH, Helmholtz Zentrum Munchen, Inst Bioinformat & Syst Biol IBIS, Ingolstadter Landstr 1, D-85764 Neuherberg, Germany

Leiden Univ, Huygens Kamerlingh Onnes Lab, Leiden, Netherlands

Univ Vienna, Nutr Sci, Vienna, Austria

Kolling Inst Med Res, Med, St Leonards, NSW, Australia

Johns Hopkins Sch Med, Biol Chem, Baltimore, MD USA

Univ Montreal, Med Nutr & Microbiome Lab, Montreal, PQ, Canada

GlaxoSmithKline, Cell & Gene Therapy, Stevenage, Herts, England

Univ Trieste, Life Sci, Trieste, Italy

Rhein Westfal TH Aachen, Dept Radiol, Aachen, Germany

Univ Duisburg Essen, Univ Hosp Essen, West German Canc Ctr, Dept Med Oncol, Essen, Germany

Med Univ Vienna, Obstet & Gynecol, Vienna, Austria

FHI 360, Social & Behav Hlth Sci Div, Washington, DC USA

KU Leuven VIB, Switch Lab, Leuven, Belgium

Bielefeld Univ, Fac Technol, Bielefeld, Germany

Capital Med Univ, Beijing Shijitan Hosp, Dept Clin Nutr, Dept Gastrointestinal Surg, Beijing, Peoples R China

Meiji Univ, Dept Agr Chem, Kawasaki, Japan

Yonsei Univ, Coll Med, Microbiol, Seoul, South Korea

Johnson & Johnson EAME, Maidenhead, Berks, England

Penn State Coll Med, Pediat, Hershey, PA USA

Univ N Carolina, Dept Social Med, Chapel Hill, NC 27515 USA

Univ Western Australia, ARC CoE Plant Energy Biol, Perth, WA, Australia

Wageningen Univ, Div Human Nutr & Hlth, Wageningen, Netherlands

Kings Coll London, Dept Neuroimaging, London, England

Univ Murcia, Biochem & Mol Biol, Murcia, Spain

Old Dominion Univ, Dept Biol Sci, Norfolk, VA 23529 USA

Monash Univ, Biochem & Mol Biol, Melbourne, Vic, Australia

Chinese Acad Sci, Inst Genet & Dev Biol, Beijing, Peoples R China

Univ Pittsburgh, Pharmacol & Chem Biol, Pittsburgh, PA USA

Univ Lausanne, Ctr Integrat Genom, Lausanne, Switzerland

Univ Queensland, Sch Pharm, Brisbane, Qld, Australia

Leibniz Inst Plant Genet & Crop Plant Res IPK Gat, Genebank, Gatersleben, Germany

Piramal Imaging, Res & Dev, Berlin, Germany

Univ Leeds, Civil Engn, Leeds, W Yorkshire, England

Univ Missouri, Chem & Biochem, St Louis, MO 63121 USA

US Geol Survey, Coastal & Marine Geol Program, Pacific Coastal & Marine Sci Ctr, Santa Cruz, CA USA

Ajinomoto Genet Res Inst, Moscow, Russia

Jagiellonian Univ, Fac Biochem Biophys & Biotechnol, Dept Plant Biotechnol, Krakow, Poland

Univ Puerto Rico, Engn Sci & Mat, Mayaguez, PR USA

Univ Regina, Dept Chem & Biochem, Regina, SK, Canada

Argonne Natl Lab, Ctr Nanoscale Mat, 9700 S Cass Ave, Argonne, IL 60439 USA

Univ Sunshine Coast, Sunshine Coast Mind & Neurosci Thompson Inst, Sippy Downs, Qld, Australia

Chinese Peoples Liberat Army Gen Hosp, Dept Gastroenterol & Hepatol, Beijing, Peoples R China

Griffith Univ, Griffith Ctr Social & Cultural Res, Gold Coast, Qld, Australia

Tohoku Univ, Inst Dev Aging Canc, Dept Mol Oncol, Sendai, Miyagi, Japan

Indiana Univ, Comp Sci, Bloomington, IN USA

Fukushima Med Univ, Sch Med, Dept Pulm Med, Fukushima, Japan

MEDIVIR AB, Biol, Huddinge, Sweden

Western Sydney Univ, Neuroimmunol, Sydney, NSW, Australia

Univ Jordan, Nutr & Food Technol, Amman, Jordan

Thunen Inst Forest Genet, Fed Res Ctr Rura Areas Forestry & Fisheries, Inst Biodivers, Grosshansdorf, Germany

Univ Edinburgh, Inst Cell Biol, Edinburgh, Midlothian, Scotland

Univ Edinburgh, Ctr Integrat Physiol, Edinburgh, Midlothian, Scotland

Univ Toronto, Struct Genom Consortium, Toronto, ON, Canada

Canadian Mem Chiropract Coll, Grad Educ & Res, Toronto, ON, Canada

Agilent Technol, R&D, Leuven, Belgium

Univ British Columbia, Sch Nursing, Vancouver, BC, Canada

Monash Univ, Monash Hlth, Sch Clin Sci, Stroke & Ageing Res,Dept Med, Melbourne, Vic, Australia

French Natl Canc Inst, Innovat, Transfer, Biol, Boulogne, France

Ludwig Maximilians Univ Munchen, Phys Chem, NanoBioSci, Munich, Germany

Bandung Inst Technol, Sch Pharm, Med Chem, Bandung, Indonesia

Univ Luxembourg, Life Sci Res Unit, Luxembourg, Luxembourg

Lund Univ, Skane Univ Hosp, Dept Gastroenterol, Malmo, Sweden

Millennium Hlth, Translat Genet, San Diego, CA USA

Aristotle Univ Thessaloniki, Med Dept 2, Clin Res & Evidence Based Med Unit, Thessaloniki, Greece

Jan Kochanowski Univ Humanities & Sci, Piotrkow Trybunalski Branch, Dept Psychol, Kielce, Poland

McMaster Univ, Engn Phys, Hamilton, ON, Canada

Marche Polytech Univ, Dept Agr Food & Environm Sci, Ancona, Italy

Kuwait Univ, Fac Med, Microbiol, Kuwait, Kuwait

Fujita Hlth Univ, Dept Breast Surg, Toyoake, Aich, Japan

North West Reg Spinal Injuries Ctr, Spinal Injuries Ctr, Southport, Merseyside, England

Luxembourg Inst Hlth, Competence Ctr Methodol & Stat, Luxembourg, Luxembourg

Nestle Inst Hlth Sci SA, Metab Hlth, Ecublens, Vaud, Switzerland

Ctr Inflammat Res VIB, Ghent, Belgium

Univ Ghent, Dept Biomed Mol Biol, Ghent, Belgium

Univ Lisbon, Inst Educ, Curriculo Formacao Prof & Tecnol, Lisbon, Portugal

Univ Edinburgh, Ctr Inflammat Res, Edinburgh, Midlothian, Scotland

Univ Melbourne, Sch BioSci, Parkville, Vic, Australia

Northumbria Univ, Comp & Informat Sci, Newcastle Upon Tyne, Tyne & Wear, England

Univ Valencia, Endocrinol, Valencia, Spain

INRS, Inst Armand Frappier, Laval, PQ, Canada

Univ Laval, INAF, Sch Nutr, Quebec City, PQ, Canada

Univ Konstanz, Dept Biol, Constance, Germany

Univ Cote dAzur, LAMHESS, Nice, France

Scion, Syst Ecol, Christchurch, New Zealand

CUNY, Grad Sch Publ Hlth & Hlth Policy, Epidemiol & Biostat, New York, NY 10021 USA

Univ Queensland, Sch Dent, Brisbane, Qld, Australia

George Inst Global Hlth, Renal & Metab Div, Sydney, NSW, Australia

Wuhan Univ, Coll Chem & Mol Sci, Wuhan, Hubei, Peoples R China

Griffith Univ, Sch Environm & Sci, Gold Coast, Qld, Australia

Univ Minnesota, Radiat Oncol, Minneapolis, MN USA

Goethe Univ, Fac Med, Frankfurt, Germany

Natl Yunlin Univ Sci & Technol, Dept & Grad Sch Safety & Environm Engn, Touliu, Yunlin, Taiwan

Massey Univ, Sch Sport Exercise & Nutr, Auckland, New Zealand

Univ Florida, Wildlife Ecol & Conservat, Gainesville, FL USA

Bournemouth Univ, Dept Psychol, Poole, Dorset, England

Robert Koch Inst, Project Grp P2, Berlin, Germany

Univ Edinburgh, MRC Inst Genet & Mol Med, Edinburgh, Midlothian, Scotland

Univ Basel, Biozentrum, Basel, Switzerland

Univ Wollongong, Sch Med, Wollongong, NSW, Australia

Univ Cologne, Inst Human Genet, Cologne, Germany

Rural Econ Branch, Econ Res Serv, Washington, DC USA

Uivers Bordeaux, CNRS, Inst Neurosci Cognit & Integrat Aquitaine, Bordeaux, France

Univ Calif Riverside, Dept Chem & Environm Engn, Riverside, CA 92521 USA

Univ Calif Riverside, Mat Sci & Engn Program, Riverside, CA 92521 USA

Mackay Med Coll, Dept Med, New Taipei, Taiwan

Univ Bern, Div Anim Welf, Bern, Switzerland

Oregon Hlth & Sci Univ, Dept Physiol & Pharmacol, Portland, OR 97201 USA

Shanghai Univ Tradit Chinese Med, Inst Interdisciplinary Med Sci, Shanghai, Peoples R China

McMaster Univ, Biol, Hamilton, ON, Canada

Univ S Florida, Dept Cell Biol Microbiol & Mol Biol, Tampa, FL USA

Hacettepe Univ, Inst Canc, Med Oncol, Ankara, Turkey

City Univ Hong Kong, Dept Elect Engn, Hong Kong, Peoples R China

Natl Taiwan Univ, Dept Entomol, Taipei, Taiwan

Chinese Acad Agr Sci, Inst Environm & Sustainable Dev Agr, Ecol Secur, Beijing, Peoples R China

Florida State Univ, Inst Mol Biophys, Chem & Biochem, Tallahassee, FL USA

Peking Univ, Shenzhen Grad Sch, State Key Lab Chem Oncogen, Lab Computat Chem & Drug Design, Shenzhen, Peoples R China

Univ Helsinki, Fac Pharm, Div Pharmaceut Chem & Technol, Drug Res Program, Helsinki, Finland

Tohoku Univ, Microbial Biotechnol, Sendai, Miyagi, Japan

Tianjin Med Univ, Sch Basical Med Sci, Dept Pharmacol, Tianjin, Peoples R China

Dana Farber Canc Inst, Biostat & Computat Biol, Boston, MA 02115 USA

Natl Hlth Res Inst, Inst Mol & Genom Med, Zhunan, Taiwan

Univ Oxford, Physiol Anat & Genet, Oxford, England

George Washington Univ, Phys, Washington, DC USA

Univ Nebraska, Sch Biol Sci, Lincoln, NE USA

Toronto Gen Hosp, Res Inst, Dept Lab Med & Pathobiol, Toronto, ON, Canada

Univ Texas Dallas, Biol Sci, Richardson, TX 75083 USA

NYU, Dept Chem, New York, NY USA

Shandong Univ, Sch Math & Stat, Jinan, Shandong, Peoples R China

Univ Sci & Technol China, Hefei Natl Lab Phys Sci Microscale, Hefei, Anhui, Peoples R China

Purdue Univ, Med Chem & Mol Pharmacol, W Lafayette, IN 47907 USA

NIBSC, Adv Therapies, Ridge, Herts, England

Shanghai Jiao Tong Univ, Ruijin Hosp, Dept Pulm & Crit Care Med, Shanghai, Peoples R China

Charite Med Univ Berlin, Dermatol & Allergy, Berlin, Germany

Univ Hosp St Etienne, Hematol, St Etienne, France

Inland Norway Univ Appl Sci, Inst Biotechnol, Elverum, Norway

Univ Jordan, Pediat, Amman, Jordan

Inst Pasteur, Mol Mycol Unit, Paris, France

Cardiff Univ, Sch Med, Inst Psychol Med & Clin Neurosci, Med Res Council Ctr Neuropsychiat Genet & Genom, Cardiff, S Glam, Wales

Zurich Univ Appl Sci, Social Work, Zurich, Switzerland

Jawaharlal Nehru Univ, Sch Life Sci, New Delhi, India

Univ Burgundy Franche Comte, LE2I, Dijon, France

Univ Roehampton, Life Sci, London, England

Ghent Univ Hosp, Gen & HPB Surg, Ghent, Belgium

Univ Wurzburg, Insect Fungus Symbiosis Lab, Wurzburg, Germany

Radboud Univ Nijmegen, Behav Sci Inst, Nijmegen, Netherlands

Fraunhofer WKI, Applicat Ctr HOFZET, Hannover, Germany

UCL, Struct & Mol Biol, London, England

Univ Amsterdam, Dev Psychol, Amsterdam, Netherlands

Aalborg Univ, Hlth Sci & Technol, CNAP, SMI, Aalborg, Denmark

VA Pittsburgh Healthcare Syst, Ctr Hlth Equity Res & Promot, Pittsburgh, PA USA

Cedars Sinai Med Ctr, Neurosurg, Los Angeles, CA 90048 USA

Sun Yat Sen Univ, Sch Data & Comp Sci, Guangzhou, Guangdong, Peoples R China

Dezhou Univ, Shandong Prov Key Lab Biophys, Guangzhou, Guangdong, Peoples R China

Maison Teledetection, Inst Rech Dev, UMR Espace DEv, Montpellier, France

Xiamen Univ, Sch Life Sci, Xiamen, Fujian, Peoples R China

Nanjing Univ, Sch Med, Jinling Hosp, Natl Clin Res Ctr Kidney Dis,Dept Med Imaging, Nanjing, Jiangsu, Peoples R China

Univ Kent, Sch Social Policy Sociol & Social Res, Canterbury, Kent, England

Univ Fed Minas Gerais, Infect Dis & Trop Med, Belo Horizonte, MG, Brazil

Univ Minho, Sch Med, Life & Hlth Sci Res Inst ICVS, Braga, Portugal

Univ Montreal, Biochim & Med Mol, Montreal, PQ, Canada

Johns Hopkins Bloomberg Sch Publ Hlth, Epidemiol, Baltimore, MD USA

Max Planck Inst Biol Ageing, Metab & Genet Regulat Ageing, Cologne, Germany

Univ Swaziland, Hlth Sci, Kwaluseni, Eswatini

Queensland Univ Technol, Inst Future Environm, Brisbane, Qld, Australia

Ctr Sci Monaco, Dept Biol Med, Monaco, Monaco

HELIOS Hosp, Urol, Bad Saarow Pieskow, Germany

Tech Univ Carolo Wilhelmina Braunschweig, Inst Microbiol, Braunschweig, Germany

Univ Barcelona, Barcelona Ctr Maternal Fetal & Neonatal Med, Fetal i D Fetal Med Res Ctr, IDIBAPS BCNatal,Hosp Clin, Barcelona, Spain

Univ Barcelona, Hosp St Joan de Deu, Barcelona, Spain

Friedrich Loeffler Inst, Inst Bacterial Infect & Zoonoses, Jena, Germany

Charite Med Univ Berlin, Neurol, Berlin, Germany

Dublin City Univ, Natl Inst Cellular Biotechnol, Mol Therapeut Canc Ireland, Dublin, Ireland

Schoen Clin Roseneck, Prien Am Chiemsee, Germany

Univ Med Ctr Hamburg Eppendorf, Inst Sex Res & Forens Psychiat, Hamburg, Germany

Nankai Univ, Sch Math Sci, Tianjin, Peoples R China

Nankai Univ, LPMC, Tianjin, Peoples R China

Univ Oxford, Oncol, Oxford, England

Royal Holloway Univ London, Class, Egham, Surrey, England

Cornell Univ, Clin Sci, Ithaca, NY USA

Univ KwaZulu Natal, Pharmaceut Chem, Westville Campus, Durban, South Africa

Royal Coll Surgeons Ireland, Med, Dublin, Ireland

Univ Oslo, Dept Immunol, Oslo, Norway

Bermuda Inst Ocean Sci, Marine Nitrogen Cycling Lab, St Georges, Bermuda

Kanazawa Univ, Inst Liberal Arts & Sci, Kanazawa, Ishikawa, Japan

World Hlth Org Reg Off Africa, Brazzaville, Rep Congo

Univ Hosp BesanCon, Infect Control Dept, Besancon, France

Galapagos NV, Clin Dev, Mechelen, Belgium

Univ Tasmania, Integrated Marine Observing Syst, Hobart, Tas, Australia

Georg August Univ Gottingen, Albrecht von Haller Inst Plant Sci, Dept Systemat Biodivers & Evolut Plants, Gottingen, Germany

Univ Occupat & Environm Hlth, Dept Psychiat, Fukuoka, Fukuoka, Japan

IMDEA Food, Program Precis Nutr & Aging, Madrid, Spain

Radboud Univ Nijmegen, Med Sch, IQHealthcare, Nijmegen, Netherlands

Maastricht Univ, Dept Cardiovasc Surg, Maastricht, Netherlands

German Diabet Ctr, Inst Clin Biochem & Pathobiochem, Dusseldorf, Germany

Juntendo Univ, Grad Sch Med, Dept Radiol, Tokyo, Japan

Deakin Univ, Sch Informat Technol, Melbourne, Vic, Australia

Max Planck Inst Eusenforschung, Dept Interface Chem & Surface Sci, Dusseldorf, Germany

Edge Hill Univ, Dept Psychol, Ormskirk, England

Aga Khan Univ, Psychiat, Karachi, Pakistan

KRIBB, Korean Bioinformat Ctr, Seoul, South Korea

Cardinal Hlth Specialty Solut, Hlth Econ & Outcomes Res, Dallas, TX USA

Klinikum Univ Munchen, Div Clin Pharmacol, Munich, Germany

Univ Pittsburgh, Neurol Surg, Pittsburgh, PA USA

Rhein Westfal TH Aachen, Dept Child & Adolescent Psychiat Psychosomat & Ps, Aachen, Germany

Univ Copenhagen, Inst Mol & Cellular Biol, Copenhagen, Denmark

St Jude Childrens Res Hosp, Struct Biol, 332 N Lauderdale St, Memphis, TN 38105 USA

Royal Shrewsbury Hosp, Colorectal Surg, Shrewsbury, Salop, England

Univ Nottingham, Fac Med & Hlth Sci, Nottingham, England

Karolinska Inst, Dept Physiol & Pharmacol, Solna, Sweden

Chinese Acad Sci, Changchun Inst Appl Chem, State Key Lab Electroanalyt Chem, Jilin, Jilin, Peoples R China

Univ British Columbia, Pediat, Vancouver, BC, Canada

Chinese Acad Agr Sci, State Key Lab Cotton Biol, Res Base Anyang Inst Technol, Cotton Germplasm Resources,Inst Cotton Res, Beijing, Peoples R China

Chinese Univ Hong Kong, Anaesthesia & Intens Care, Hong Kong, Peoples R China

Univ Macau, ICMS, Zhuhai, Guangdong, Peoples R China

North China Elect Power Univ, Sch Renewable Energy, Beijing, Peoples R China

Justus Liegbig Univ, Dept Internal Med, Giessen, Germany

Aarhus Univ, Biosci, Aarhus, Denmark

Univ Dublin, Trinity Coll Dublin, Irish Longitudinal Study Ageing TILDA, Dublin, Ireland

Univ Groningen, Univ Med Ctr Groningen, Hematol, Groningen, Netherlands

Vrije Univ Amsterdam Med Ctr, Child Neurol, Amsterdam, Netherlands

EBI, EMBL, Cambridge, England

Max Planck Inst Marine Microbiol, HGF MPG Joint Res Grp Deep Sea Ecol & Technol, Bremen, Germany

Max Planck Inst Human Dev, Ctr Adapt Rat, Berlin, Germany

King Faisal Univ, Math, Al Hufuf, Saudi Arabia

Griffith Univ, Sch Nursing & Midwifery, Gold Coast, Qld, Australia

Iowa State Univ, Roy J Carver Dept Biochemsitry Biophys & Mol Biol, Ames, IA USA

Delft Univ Technol, Fac Mech Maritime & Mat Engn, Engn Thermodynam Proc & Energy Dept, Leeghwaterstr 39, NL-2628 CB Delft, Netherlands

Univ Nebraska Med Ctr, Coll Allied Hlth Profess, Cytotechnol Educ, Omaha, NE USA

Shinko Mem Hosp, Dept Cardiovasc Med, Kobe, Hyogo, Japan

Imperial Coll London, Mat, London, England

Tech Univ Munich, Dept Surg, Munich, Germany

Chinese Acad Agr Sci, Res Inst Pomol, Minist Agr, Lab Qual & Safety Risk Assessment Fruit Xingcheng, Shenyang, Liaoning, Peoples R China

James Madison Univ, Commun Sci & Disorders, Harrisonburg, VA 22807 USA

Univ Hosp Ulm, Inst Orthopaed Res & Biomech, Ulm, Germany

Univ Essex, Sch Hlth & Social Care, Colchester, Essex, England

Alpha Altis, Res Serv, Nottingham, England

Erasmus MC, Med Oncol, Rotterdam, Netherlands

Fed Univ Oye, Dept Ind Chem, Ekiti, Nigeria

Duke Univ, Med Ctr, Cell Biol, Durham, NC USA

Univ Oxford, Nuffield Dept Clin Neurosci, Oxford, England

Univ Manchester, Canc Res UK Manchester Inst, Manchester, Lancs, England

Helsinki Univ Hosp, Childrens Hosp, Helsinki, Finland

Univ Aveiro, CESAM Ctr Environm & Marine Studies, Dept Biol, Aveiro, Portugal

Univ Botswana, Psychol, Gaborone, Botswana

Univ Fed Bahia, Nursing Sch, Salvador, BA, Brazil

Queen Mary Univ London, Biol & Expt Psychol, London, England

Natl Univ Pharm, Med Chem Dept, Kharkov, Ukraine

Univ Bolton, Dept Educ & Psychol, Bolton, England

La Trobe Univ, Dept Chem & Phys, Melbourne, Vic, Australia

Gen Hosp Northern Theater Command, Dept Gastroenterol, Shenyang, Liaoning, Peoples R China

Doctors Hosp, Dept Nephrol, Athens, Greece

Univ Hosp Essen, Pediat 3, Essen, Germany

Imperial Coll London, Infect Dis Epidemiol, London, England

Sorbonne Univ, Dept Psychiat, Paris, France

UNSW Sydney, Educ, Sydney, NSW, Australia

Stanford Univ, Dept Psychiat & Behav Sci, Palo Alto, CA 94304 USA

Hannover Med Sch, Clin Laryngol Rhinol & Otol, Hannover, Germany

Curtin Univ, Ctr Aboriginal Studies, Perth, WA, Australia

Iran Univ Sci & Technol, Biomed Engn Dept, Tehran, Iran

Univ Calif San Francisco, Anesthesiol, San Francisco, CA 94143 USA

Khalifa Univ Sci & Technol, Mech Engn, Abu Dhabi, U Arab Emirates

Univ Florida, Hort Sci, Gainesville, FL USA

James Cook Univ, Australian Inst Trop Hlth & Med, Ctr Biodiscovery & Mol Dev Therapeut, Cairns, Qld, Australia

Univ Porto, Fac Med, CINTESIS, Porto, Portugal

Shaoxing Peoples Hosp, Med Res Ctr, Shaoxing, Zhejiang, Peoples R China

NIH, Dept Transfus Med, Bethesda, MD 20892 USA

AIIMS, Dept Biotechnol, New Delhi, India

Univ Ottawa, Biochem Microbiol & Immunol, Ottawa, ON, Canada

Univ Oslo, Inst Clin Med, Div Mental Hlth & Addict, Oslo, Norway

Univ Groningen, Univ Med Ctr Groningen, Dept Radiol, Groningen, Netherlands

Univ Hong Kong, Sch Nursing, Hong Kong, Peoples R China

Tokyo Med Univ, Ibaraki Med Ctr, Urol, Tokyo, Japan

Univ Hosp Zurich, Dept Radiat Oncol, Zurich, Switzerland

Univ Maryland, Inst Human Virol, Div Immunotherapy, Baltimore, MD 21201 USA

Univ Maryland, Dept Surg, Baltimore, MD 21201 USA

Stellenbosch Univ, Fac Med & Hlth Sci, Div Mol Biol & Human Genet, Stellenbosch, South Africa

China Agr Univ, Coll Biol Sci, Beijing, Peoples R China

Osaka Univ, Grad Sch Pharmaceut Sci, Suita, Osaka, Japan

Univ Washington, Biochem, Seattle, WA 98195 USA

Natl Res Council Italy, Inst Biosci & BioResources, Naples, Italy

Univ Lyon, Phys, Lyon, France

Univ Basel, Fac Psychol, Ctr Social Psychol, Basel, Switzerland

Queen Mary Univ London, Barts Canc Inst, Ctr Mol Oncol, London, England

EBI, EMBL, Samples Phenotypes & Ontol Team, Cambridge, England

Charles Sturt Univ, Fac Arts & Educ, Bathurst, NSW, Australia

Shandong Univ, Helmholtz Inst Biotechnol, Sch Life Sci, State Key Lab Microbial Technol, Jinan, Shandong, Peoples R China

Shantou Univ, Dept Biol, Shantou, Guangdong, Peoples R China

Shanxi Univ, Inst Biomed Sci, Taiyuan, Shanxi, Peoples R China

St Jude Childrens Res Hosp, Computat Biol, 332 N Lauderdale St, Memphis, TN 38105 USA

Harbin Med Univ, Coll Bioinformat Sci & Technol, Harbin, Heilongjiang, Peoples R China

NIH, Radiol & Imaging Sci, Bldg 10, Bethesda, MD 20892 USA

Georgia Inst Technol, Dept Biol Sci, Atlanta, GA 30332 USA

XtalPi Inc, Cambridge, MA USA

Consejo Nacl Invest Cient & Tecn, Partner Inst Max Planck Soc, Inst Invest Biomed Buenos Aires IBioBA, Bioinformat, Buenos Aires, DF, Argentina

Univ Sydney, Save Sight Inst, Sydney, NSW, Australia

Univ South Australia, Canc Res Inst, Australian Ctr Precis Hlth, Adelaide, SA, Australia

Jinan Univ, Inst Life & Hlth Engn, Guangdong Higher Educ Inst, Key Lab Funct Prot Res, Guangzhou, Guangdong, Peoples R China

Univ Texas Hlth Sci Ctr Houston, Epidemiol Human Genet & Environm Sci, Houston, TX 77030 USA

Weill Cornell Med, Dept Microbiol & Immunol, New York, NY USA

Guangdong Inst Appl Biol Resources, Biotechnol Lab, Guangzhou, Guangdong, Peoples R China

Shandong Normal Univ, Coll Life Sci, Jinan, Shandong, Peoples R China

Shandong Univ, Life Sci Dept, Jinan, Shandong, Peoples R China

South China Agr Univ, Integrat Microbiol Res Ctr, Guangzhou, Guangdong, Peoples R China

Liaoning Acad Agr Sci, Crop Mol Improving Lab, Shenyang, Liaoning, Peoples R China

Lawson Hlth Res Inst, Med Biophys, London, ON, Canada

Univ Melbourne, Infrastruct Engn, Parkville, Vic, Australia

Univ Canberra, Fac Hlth, Canberra, ACT, Australia

Univ Cambridge, MRC Cognit & Brain Sci Unit, Cambridge, England

Emory Univ, Biostat & Bioinformat, Atlanta, GA 30322 USA

Johns Hopkins Sch Med, Anesthesiol & Crit Care Med, Baltimore, MD USA

Nottingham Trent Univ, Sch Anim Rural & Environm Sci, Nottingham, England

Univ Exeter, Biosci, Exeter, Devon, England

Hillingdon Hosp NHS Fdn Trust, London, England

Univ Glasgow, MRC CSO Social & Publ Hlth Sci Unit, Glasgow, Lanark, Scotland

Natl & Kapodistrian Univ Athens, Evaggelismos Athens Hosp, ICU, Athens, Greece

Univ Newcastle, Biol Sci, Callaghan, NSW, Australia

Coventry Univ, Fac Hlth & Life Sci, Ctr Innovat Res Life Course, Coventry, W Midlands, England

Lausanne Univ Hosp, Serv Endocrinol Diabet & Metab, Lausanne, Switzerland

Charles Sturt Univ, Sch Community Hlth, Bathurst, NSW, Australia

Queens Univ Belfast, Inst Global Food Secur, Belfast, Antrim, North Ireland

Natl Univ Singapore, Inst Policy Studies, Singapore, Singapore

Univ Penn, Intitute Med & Engn, Philadelphia, PA 19104 USA

Cold Spring Harbor Lab, POB 100, Cold Spring Harbor, NY 11724 USA

Univ Michigan, EECS, Ann Arbor, MI 48109 USA

Univ British Columbia, Ctr Blood Res, Vancouver, BC, Canada

UiT Arctic Univ Norway, Dept Hlth & Care Sci, Fac Hlth Sci, Tromso, Norway

Hosp Clin Porto Alegre, Physiotherapy, Porto Alegre, RS, Brazil

Univ Paris 05, Med Sch, Paris, France

Chinese Acad Agr Sci, Inst Crop Sci, Natl Key Facil Crop Gene Resources & Genet Improv, Beijing, Peoples R China

Univ Ghent, Expt Clin & Hlth Psychol, Ghent, Belgium

Indian Inst Adv Res, Bioinformat & Struct Biol, Gandhinagar, Gujart, India

Bambino Ges Childrens Res Hosp, Lab Mol Med, Rome, Italy

Heidelberg Univ, Ctr Infect Dis Parasitol, Heidelberg, Germany

Stanford Univ, Elect Engn, Palo Alto, CA 94304 USA

Univ Cadiz, Biol, Andalucia, Spain

Mansoura Univ Hosp, Gen Surg, Mansoura, Egypt

Inst Pasteur, Virol Pole, Dakar, Senegal

Cardiff Univ, Div Canc & Genet, Cardiff, S Glam, Wales

Ctr Expertise & Biol Diagnost Cameroon, Food Safety & Environm Microbiol, Yaounde, Cameroon

Swiss Fed Labs Mat Sci & Technol, Lab Thin Films & Photovolta, Dubendorf, Switzerland

Assiut Univ, Assiut Urol & Nephrol Hosp, Fac Med, Assiut, Egypt

UCL, GEE, London, England

UCL, IHA, London, England

Univ Derby, Univ Derby Online Learning, Derby, England

SUNY Stony Brook, Family Populat & Prevent Med, Stony Brook, NY 11794 USA

Walter & Eliza Hall Inst Med Res, Mol Med Div, Melbourne, Vic, Australia

Newcastle Univ, Northern Inst Canc Res, Newcastle Upon Tyne, Tyne & Wear, England

German Ctr Neurodegenerat Dis, Clin Dementia Res, Bonn, Germany

Sorbonne Univ, CNRS, UMR 7144, Stn Biol, Paris, France

Univ Barcelona, Odontoestomatol, Barcelona, Spain

Janelia Res Campus, Comp Sci, Ashburn, VA USA

Univ Oxford, Ctr Trop Med & Global Hlth, Oxford, England

Univ Bern, ARTORG Ctr Biomed Engn Res, Bern, Switzerland

Australian Natl Univ, Eccles Inst Neurosci, John Curtain Sch Med Res, Canberra, ACT, Australia

John Innes Ctr, Metab Biol, Norwich, Norfolk, England

USDA ARS, Genom & Bioinformat Res Unit, Raleigh, NC 27695 USA

Med Univ Graz, Inst Med Informat Stat & Documentat, Holzinger Grp, Graz, Austria

Ajou Univ, Pharm, Suwon, South Korea

City Univ Hong Kong, Sch Energy & Environm, Hong Kong, Peoples R China

Univ British Columbia, Sch Kinseiol, Vancouver, BC, Canada

Univ Copenhagen, Marine Biol Sect, Dept Biol, Copenhagen, Denmark

Univ Vienna, Dept Commun, Vienna, Austria

Univ Dundee, Sch Social Sci, Dundee, Scotland

Tech Univ Dresden, Inst Bot, Dresden, Germany

Univ Oxford, Div Struct Biol, Oxford, England

Natl Univ Hlth Syst, Med, Singapore, Singapore

Univ Canterbury, Sch Biol Sci, Christchurch, New Zealand

Univ Hosp Southern Denmark, Focused Res Unit Mol Diagnost & Clin Res, Odense, Denmark

Univ Oxford, Primary Care Hlth Sci, Oxford, England

Baylor Coll Med, Verna & Marrs McLean Dept Biochem & Mol Biol, Houston, TX 77030 USA

Adnan Menderes Univ Aydin, Fac Nursing, Dept Publ Hlth Nursing, Aydin, Turkey

Oasi Res Inst IRCCS, Dept Neurol IC, Troina, Italy

Purdue Univ, Weldon Sch Biomed Engn, W Lafayette, IN 47907 USA

Kings Coll London, Kings Ctr Mil Hlth Res, London, England

LSHTM, Dept Infect Dis Epidemiol, London, England

Leibniz Univ Hannover, BMWZ Organ Chem, Hannover, Germany

Xi An Jiao Tong Univ, Sch Basic Med Sci, Dept Physiol & Pathophysiol, Xian, Shaanxi, Peoples R China

Univ South Australia, Sch Pharm & Med Sci, Adelaide, SA, Australia

Univ Fed Santa Catarina, Dept Phys Educ, Florianopolis, SC, Brazil

Southern Med Univ, Nanfang Hosp, Dept Oncol, Guangzhou, Guangdong, Peoples R China

Stanford Univ, Hansen Expt Phys Lab, Palo Alto, CA 94304 USA

Shenzhen Univ, Affiliated Hosp 1, Shenzhen Peoples Hosp 2, Inst Translat Med, Shenzhen, Guangdong, Peoples R China

Univ Hong Kong, Dept Stat & Actuarial Sci, Hong Kong, Peoples R China

UCL, Dept Mech Engn, London, England

ASTAR, Singapore Immunol Network, Lab Microbial Immun, Singapore, Singapore

Cent South Univ, State Key Lab Powder Met, Changsha, Hunan, Peoples R China

Univ Aberdeen, Inst Appl Hlth Sci, Aberdeen, Scotland

Univ Bridgeport, Biomed Engn, Bridgeport, CT 06601 USA

Texas Tech Univ, Hlth Sci Ctr, Pharmaceut Sci, Lubbock, TX 79430 USA

Univ Montana, Ecosyst & Conservat Sci, Missoula, MT 59812 USA

Univ Goettingen, Dept Syst Neurosci, Gottingen, Germany

NHLBI, Lab Syst Genet, Bldg 10, Bethesda, MD 20892 USA

Cleveland Clin, Lou Ruvo Ctr Brain Hlth, Imaging, Las Vegas, NV USA

Flinders Univ S Australia, Coll Nursing & Hlth Sci, Nutr & Dietet, Adelaide, SA, Australia

Univ Padua, Dept Math, Padua, Italy

Lund Univ, Fac Law, Lund, Sweden

Univ Gothenburg, Dept Microbiol & Immunol, Gothenburg, Sweden

NARO, Kachwekano Zardi, Entebbe, Uganda

Natl Yunlin Univ Sci & Technol, Bachelor Program Interdisciplinary Studies, Touliu, Yunlin, Taiwan

Aarhus Univ, Dept Biomed, Danish Res Inst Translat Neurosci DANDRITE, Aarhus, Denmark

Eduardo Mondlane Univ, Math & Comp Sci, Maputo, Mozambique

Univ Bern, Dept Old Age Psychiat & Psychotherapy, Bern, Switzerland

RAS, Inst Cytol, Lab Cytol Unicellular Organisms, St Petersburg, Russia

Beijing Inst Technol, Sch Chem & Chem Engn, Beijing, Peoples R China

Univ Queensland, Queensland Alliance Agr & Food Innovat, Brisbane, Qld, Australia

Fraunhofer Inst Toxicol & Expt Med ITEM, Inhalat Toxicol, Hannover, Germany

Univ Hong Kong, Publ Hlth, Hong Kong, Peoples R China

Univ Hlth Network, Anesthesia & Pain Med, Toronto, ON, Canada

Univ Toronto, Toronto, ON, Canada

Univ Bath, Dept Hlth, Bath, Avon, England

Univ Copenhagen, Computat & RNA Biol, Copenhagen, Denmark

Fisheries & Oceans Canada, Bedford Inst Oceanog, Dartmouth, NS, Canada

Goethe Univ, CEF MC, BMLS, Phys Biol, Frankfurt, Germany

Albert Einstein Coll Med, Anat & Struct Biol, New York, NY USA

Queensland Govt, Dept Environm & Sci, Brisbane, Qld, Australia

Uppsala Univ, Vasc Surg Sect, Dept Surg Sci, Uppsala, Sweden

Childrens Canc Hosp, Res, Cairo, Egypt

Leibniz Inst Nat Prod Res & Infect Biol, Bio Pilot Plant, Jena, Germany

Duy Tan Univ, Inst Res & Dev, Da Nang, Vietnam

Univ Helsinki, Helsinki Inst Life Sci HiLIFE, Helsinki, Finland

Univ Queensland, Australian Inst Bioengn & Nanotechnol, Brisbane, Qld, Australia

George Inst Global Hlth, Sydney, NSW, Australia

Griffith Univ, Griffith Inst Drug Discovery, Brisbane, Qld, Australia

Dezhou Univ, Coll Phys & Elect Informat, Shandong Prov Key Lab Biophys, Dezhou, Peoples R China

Henan Agr Univ, Coll Life Sci, Zhengzhou, Henan, Peoples R China

Univ Tokyo, Publ Hlth, Tokyo, Japan

Sun Yat Sen Univ, Affiliated Hosp 1, Guangzhou, Guangdong, Peoples R China

Univ Illinois, Dept Med, Chicago, IL USA

Beijing Inst Microbiol & Epidemiol, State Key Lab Pathogen & Biosecur, Beijing, Peoples R China

Minist Hlth, Key Lab Neonatal Dis, Shanghai, Peoples R China

Covenant Univ, Dept Phys, Ota, Nigeria

Prince Sattam Bin Abdulaziz Univ, Dept Phys Therapy & Hlth Rehabil, Al Kharj, Saudi Arabia

Lund Univ, Cognit Sci, Malmo, Sweden

Natl Open Univ Nigeria, Dept Publ & Environm Hlth, Abuja, Nigeria

Peking Univ, Sch Publ Hlth, Dept Lab Sci & Technol, Beijing, Peoples R China

Univ Sydney, Sch Publ Hlth, Menzies Ctr Hlth Policy, Sydney, NSW, Australia

Univ Auckland, Dept Elect & Comp Engn, Auckland, New Zealand

Beijing Univ Chinese Med, Res Ctr TCM Informat Engn, Beijing, Peoples R China

Osped Niguarda Ca Granda, Cardiac Surg, Milan, Italy

Univ Vet Med, Clin Horses, Hannover, Germany

Harbin Med Univ, Lab Med Genet, Harbin, Heilongjiang, Peoples R China

Univ Saskatchewan, Dept Psychol, Saskatoon, SK, Canada

Univ Coimbra, Ctr Studies Geog & Spatial Planning CEGOT, Coimbra, Portugal

Univ Groningen, Univ Med Ctr Groningen, Epidemiol, Groningen, Netherlands

South Cent High Specialty Hosp, Dept Neurol & Neurosurg, Pemex, Mexico

Shandong Agr Univ, Coll Informat Sci & Engn, Tai An, Shandong, Peoples R China

Curtin Univ, Natl Drug Res Inst, Perth, WA, Australia

Wageningen Bioveterinary Res, Bacteriol & Epidemiol, Lelystad, Netherlands

Guangdong Second Prov Gen Hosp, Dept Rheumatol & Immunol, Guangzhou, Guangdong, Peoples R China

Erasmus MC, Biomed Rngineering, Rotterdam, Netherlands

Hiroshima Univ, Grad Sch Biomed & Hlth Sci, Hiroshima, Japan

Univ Iceland, Sch Hlth Sci, Reykjavik, Iceland

Ohio State Univ, Mat Sci & Engn, Columbus, OH 43210 USA

Kathmandu Univ, Sch Med Sci, Dept Physiotherapy, Dhulikhel, Nepal

Univ Queensland, Sch Biomed Sci, Brisbane, Qld, Australia

Fraunhofer MEVIS, Image Guided Therapies, Bremen, Germany

Natl Univ Hlth Syst, Haematol Oncol, Singapore, Singapore

Sun Yat Sen Univ, Canc Ctr, Breast Oncol, Guangzhou, Guangdong, Peoples R China

Med Coll Wisconsin, Pharmacol & Toxicol, Wauwatosa, WI USA

Queensland Univ Technol, Sci & Engn Fac, Sch Chem Phys & Mech Engn, Brisbane, Qld, Australia

Univ Turin, Dept Mol Biotechnol & Hlth Sci, Turin, Italy

Univ Tehran Med Sci, Sch Rehabil, Physiotherapy Dept, Tehran, Iran

Univ Helsinki, Dept Forest Sci, Helsinki, Finland

Univ Messina, Human Pathol, Messina, Italy

AO Papardo Hosp Messina, Messina, Italy

Univ Ibadan, Coll Med, Inst Child Hlth, Ibadan, Nigeria

King Faisal Univ, Coll Med, Fac Ophthalmol, Al Hasa, Saudi Arabia

Univ Stirling, Inst Social Mkt, Stirling, Scotland

Saveh Univ Med Sci, Social Determinants Hlth Res Ctr, Saveh, Iran

Gakujutsu Shien Co Ltd, Tokyo, Japan

Chinese Acad Sci, Inst Geochem, Guiyang, Guizhou, Peoples R China

Univ Plymouth, Med Sch, Plymouth, Devon, England

CHU Toulouse, Immunol, Toulouse, France

Azorean Biodivers Grp, Ctr Ecol Evolut & Environm Changes, Azores, Portugal

Univ Acores, Azores, Portugal

RIKEN, Ctr Integrat Med Sci, Yokohama, Kanagawa, Japan

Peking Univ, Sch Publ Hlth, Dept Global Hlth, Beijing, Peoples R China

Chang Gung Univ, Chang Gung Mem Hosp, Dept Neurol, Linkou Med Ctr, Taoyuan, Taiwan

Chang Gung Univ, Coll Med, Taoyuan, Taiwan

Univ Malawi, Coll Med, Biomed Sci Dept, Blantyre, Malawi

Univ Malawi, Coll Med, Pharm Dept, Blantyre, Malawi

Bioself Commun, Biocurat, Marseille, France

Peking Univ, Hosp 3, Dept Neurol, Beijing, Peoples R China

Ahmadu Bello Univ, Fac Basic Clin Sci, Coll Hlth Sci, Dept Pathol, Zaria, Nigeria

Dalhousie Univ, Dept Anesthesia Pain Management & Perioperat Med, Halifax, NS, Canada

VisMederi Srl, Siena, Italy

UCL, Canc Res UK, London, England

UCL, UCL Canc Trials Ctr, London, England

Univ Ottawa, Family Med, Ottawa, ON, Canada

China Agr Univ, Coll Engn, Beijing, Peoples R China

Leiden Univ, Leiden Acad Ctr Drug Res, Div Drug Discovery & Safety, Leiden, Netherlands

Sun Yat Sen Univ, Affiliated Hosp 1, Dept Intervent Radiol, Guangzhou, Guangdong, Peoples R China

Amer Univ Beirut, Med Ctr, Infect Dis, Beirut, Lebanon

Sheffield Hallam Univ, Dept Social Work Social Care & Community Studies, Sheffield, S Yorkshire, England

Mechnikov Res Inst Vaccines & Sera, Viral Hepatitis, Moscow, Russia

Univ Ottawa, Pediat, Ottawa, ON, Canada

Vreden Russian Res Inst Traumatol & Orthopaed, Dept Wound Infect Treatment & Prevent, St Petersburg, Russia

Hangzhou Ctr Dis Control & Prevent, Dept TB Control & Prevent, Hangzhou, Zhejiang, Peoples R China

Kaohsiung Med Univ, Dept Biotechnol, Kaohsiung, Taiwan

Zoetis, Diagnost, Kalamazoo, MI USA

Aintree Univ Hosp NHS Fdn Trust, Head & Neck Oncol Res, Liverpool, Merseyside, England

Wrightington Hosp, Trauma & Orthopaed, Manchester, Lancs, England

Loyola Univ, Med Ctr, Dept Psychiat, 2160 S 1st Ave, Maywood, IL 60153 USA

Atkins Vet Serv, Microbiol, Calgary, AB, Canada

Univ Porto, FADEUP, CIAFEL, Porto, Portugal

Natl Univ Singapore, Saw Swee Hock Sch Publ Hlth, Singapore, Singapore

Kangwon Natl Univ, Coll Biotechnol & Biosci, Dept Food Sci & Biotechnol, Chunchon, South Korea

Kakatiya Med Coll, Internal Med, Warangal, Telangana, India

Univ Antioquia, Vet Med Sch, CIBAV Res Grp, Medellin, Colombia

IISER, Dept Phys, Soft & Act Matter Grp, Tirupati 517507, Andhra Pradesh, India

Univ Rosario, Sch Med & Hlth, Ctr Studies Phys Activ Measurements, Bogota, Colombia

Univ Hosp Essen, Cardiol & Vasc Med, Essen, Germany

Univ Hosp Basel, Endocrinol, Basel, Switzerland

Univ Tubingen, Inst Med Genet & Appl Genom, Tubingen, Germany

Univ Hosp Munster, Div Gen Internal Med Nephrol & Rheumatolog, Dept Med D, Munster, Germany

Univ Kentucky, Dept Nephrol, Lexington, KY USA

Univ Freiburg, Dept Anaesthesiol & Crit Care, Med Ctr, Freiburg, Germany

Univ Calif Irvine, Dept Med, Orange, CA 92668 USA

Univ Hosp Leuven, Dept Urol, Leuven, Belgium

Chinese Acad Sci, Coll Life Sci, Beijing, Peoples R China

Univ Florida, Orthopaed & Rehabil, Gainesville, FL USA

Chongqing Med Univ, Affiliated Hosp 1, Chongqing Key Lab Mol Oncol & Epigenet, Chongqing, Peoples R China

Tsinghua Univ, Dept Chem Engn, Beijing, Peoples R China

Yonsei Univ, Coll Med, Dept Pharmacol, Seoul, South Korea

Childrens Hosp Kings Daughters, Eastern Virginia Med Sch, Dept Pediat, Norfolk, VA USA

China Three Gorges Univ, Coll Sci, Dept Math, Yichang, Peoples R China

Xiangtan Univ, Coll Informat Engn, Xiangtan, Hunan, Peoples R China

Univ Hlth Network, Mood Disorders & Psychopharmacol, Toronto, ON, Canada

Sao Paulo State Univ UNESP, Dept Anim Sci, Sao Paulo, Brazil

Sao Paulo State Univ, Vet Clin, Sao Paulo, Brazil