A prognostic model for use before elective surgery to estimate the risk of postoperative pulmonary complications (GSU-Pulmonary Score): a development and validation study in three international cohorts
Authors: Laura Bravo, Joana FF Simões, Victor R Cardoso, Adewale Adisa, Maria L Aguilera, Alexis Arnaud, Bruce Biccard, Jose Calvache, Saisakul Chernbumroong, Muhammed Elhadi, Dhruv Ghosh, Rohan Gujjuri, Ewen Harrison, Michael WS Ho, Veerappan Kasivisvanathan, Omar Kouli, Hans Lederhuber, Elizabeth Li, Markus W Löffler, Arda Isik, Hani Marcus, Janet Martin, Kenneth A McLean, Ana Minaya-Bravo, María Marta Modolo, Dmitri Nepogodiev, Gianluca Pellino, Maria Picciochi, Peter Pockney, Gabriëlle van Ramshorst, Aya Riad, Raza Sayyed, Malin Sund, Georgios Gkoutos, Aneel A Bhangu, James C Glasbey, L Bravo, V Cardoso, J Glasbey, S Chernbumroong, D Nepogodiev, JFF Simoes, KA Mclean, AA Bhangu, G Gkoutos, B Kadir, O Omar, E Revell, M Bahrami-Hessari, Waheed-Ul-Rahman Ahmed, Leah Argus, Alasdair Ball, Aneel Bhangu, Edward P Bywater, Ruth Blanco-Colino, Amanpreet Brar, Daoud Chaudhry, Brett E Dawson, Irani Duran, Muhammed Elhadi, James C Glasbey, Rohan R Gujjuri, Conor S Jones, Ewen M Harrison, Sivesh K Kamarajah, James M Keatley, Samuel Lawday, Elizabeth Li, Harvinder Mann, Ella J Marson, Kenneth A Mclean, Dmitri Nepogodiev, Lisa Norman, Riinu Ots, Oumaima Outani, Maria Picciochi, Irène Santos, Catherine Shaw, Elliott H Taylor, Isobel M Trout, Chris Varghese, Mary L Venn, William Xu, Irida Dajti, Arben Gjata, Salah Eddine Oussama Kacimi, Luis Boccalatte, Daniel Cox, Peter Pockney, Felix Aigner, Irmgard Elisabeth Kronberger, Elgun Samadov, Amer Alderazi, Greg Padmore, Gabrielle van Ramshorst, Ismaïl Lawani, Anis Cerovac, Samir Delibegovic, Glauco Baiocchi, Gustavo Mendonça Ataíde Gomes, Igor Lima Buarque, Muhammad Gohar, Mihail Slavchev, Chukwuemeka Nwegbu, Arnav Agarwal, Amanpreet Brar, Janet Martin, Joshua Ng-Kamstra, Maricarmen Olivos, Wenhui Lou, Dong-Lin Ren, Jose Andres Calvache, Carlos J- Perez Rivera, Ana Danic Hadzibegovic, Tomislav Kopjar, Jakov Mihanovic, Pablo Mijahil Avilés Jiménez, Nikolaos Gouvas, Jaroslav Klat, René Novysedlák, Nicolas Amisi, Peter Christensen, Alaa El-Hussuna, Sylvia Batista, Eddy Lincango-Naranjo, Sameh Emile, Danilo Alfonso Arévalo Sandoval, Hailu Dhufera, Samuel Hailu, Mengistu G Mengesha, Joonas H Kauppila, Alexis P Arnaud, Zaza Demetrashvili, Markus Albertsmeier, Hans Lederhuber, Markus W. Löffler, Daniel Kwesi Acquah, Bernard Ofori, Stephen Tabiri, Symeon Metallidis, Georgios Tsoulfas, Maria-Lorena Aguilera-Arevalo, Gustavo Recinos, Tamás Mersich, Dániel Wettstein, Dhruva Ghosh, Gabriele Kembuan, Peiman Brouki Milan, Mohammad Hossein Khosravi, Masoud Mozafari, Ahmed Hilmi, Helen Mohan, Oded Zmora, Gaetano Gallo, Francesco Pata, Gianluca Pellino, Yuki Fujimoto, Naoto Kuroda, Sohei Satoi, Mohamad K. Abou Chaar, Faris Ayasra, Ildar Fakhradiyev, Intisar Hisham Said Hamdun, Jang Jin-Young, Mohammad Jamal, Lina Karout, Muhammed Elhadi, Aiste Gulla, Fanjandrainy Rasoaherinomenjanahary, Luc Hervé Samison, April Camilla Roslani, Iran Irani Durán Sánchez, Diana Samantha Gonzalez, Laura Martinez, María José Martínez, Alejandra Nayen, Antonio Ramos-De la Medina, Jade Nunez, Oumaima Outani, Pueya Rashid Nashidengo, Ashish Lal Shrestha, Pascal Jonker, Schelto Kruijff, Milou Noltes, Pieter Steinkamp, Chris Varghese, Deborah Wright, Lukman Abdur-Rahman, Adesoji Ademuyiwa, Adewale Adisa, Babatunde Osinaike, Justina Seyi-Olajide, Omolara Williams, Emmanuel Williams, Sofija Pejkova, Zainab Al Balushi, Ahmad Uzair Qureshi, Raza Sayyed, Mustafa Abo Mohsen, Sadi A. Abukhalaf, Moises Cukier, Hugo Gomez-Fernandez, Sebastian Shu Yip, Ximena Paola Vasquez Ojeda, Marie Dione Sacdalan, Piotr Major, José Azevedo, Miguel F. Cunha, Ahmad Zarour, Eduard-Alexandru Bonci, Ionut Negoi, Sergey Efetov, Viktor Kochetkov, Andrey Litvin, Jc Allen Ingabire, Georges Bucyibaruta, Ntirenganya Faustin, Sosthene Habumuremyi, Alphonsine Imanishimwe, Haragirimana Jean de Dieu, Emmanuel Munyaneza, Isaie Ncogoza, Ehab Alameer, Abdourahmane Ndong, Dejan Radenkovic, Min Hoe Chew, Frederick Koh, James Ngu, Arpád Panyko, Uros Bele, Jurij Aleš Košir, Hassan Daoud, Ruth Blanco-Colino, Ana Maria Minaya Bravo, Umesh Jayarajah, Dakshitha Wickramasinghe, Mohammed Elmujtba Adam Essa Adam, Martin Rutegård, Malin Sund, Michel Adamina, Eleftherios Gialamas, Karoline Horisberger, Muhammad Alshaar, Varut Lohsiriwat, Shane Charles, Arda Isik, Sezai Leventoğlu, Hervé Monka Lekuya, Herman Lule, Slava Kopetskyi, Hayder Alsaadi, Sattar Alshryda, Osaid Alser, Brittany Bankhead-Kendall, Kerry Breen, Haytham Kaafarani, Hassan Mashbari, Fernando Bonilla Cal, Hamza Al-Naggar, Mayaba Maimbo, Dennis Mazingi, Tom Abbott, Michel Adamina, Melika Akhbari, Shivam Bhanderi, Bruce Biccard, Sohini Chakrabortee, Ainhoa Costas-Chavarri, Andreas K Demetriades, Anant Desai, Salomone Di Saverio, Thomas Drake, John Edwards, Jonathan Evans, Marco Fiore, Samuel Ford, Christina Fotopoulou, Alexander Fowler, Kaori Futaba, Ian Ganly, Harelimana Grace James, Ewen Griffiths, Peter Hutchinson, Gabriella Yael Hyman, Joseph Incorvia, Ritu Jain, Michael Jenkinson, Tabassum Khan, Stephen Richard Knight, Angelos Kolias, Søren Kudsk-Iversen, Tsun Yu Kwan, Elaine Leung, Julio Mayol, Siobhan McKay, John G. Meara, Emily Mills, Susan Moug, Akshay Patel, Roberto Perinotti, Henry E. Rice, Keith Roberts, Andrew Schache, Richard Shaw, Neil Smart, Matthew Stephens, Grant D. Stewart, Ella Teasdale, Raghavan Vidya, Naomi Wright, Funmilola Wuraola, Ervis Agastra, Dariel Thereska, Irida Dajti, Sergio Martin Lucchini, Veronica Laudani, Luis Boccalatte, Carina Chwat, Ivana Ines Pedraza Salazar, Diana Alejandra Pantoja Pachajoa, Agustin Duro, José Alfredo Calderón Arancibia, Tim Bright, Paul Hollington, Xuanyu Zhou, Hidde M Kroon, Anthony Farfus, John Barker, Eleanor Watson, Sean Stevens, Haider Latif, Amanda Caroline Dawson, Alwin Chuan, Vijayaragavan Muralidharan, Enoch Wong, Travis Ackermann, Maurizio Pacilli, Russell Hodgson, Alexander Heriot, Peter Choong, Wendy Brown, Surjit Lidder, Justin Yeung, Luke Traeger, Guillermo Regalo, Ralph Gourlay, Peter Pockney, Sarit Badiani, Cherry Koh, Soni Putnis, Fayza Haider, Ashrarur Rahman Mitul, Niels Komen, Bert Dhondt, Serge Cappeliez, Manon Pigeolet, Gabrielle van Ramshorst, Martijn Schoneveld, Jasper Stijns, Wouter Oosterlinck, Nicolas Flamey, Cyrille Kpangon, Mouhamed Agbadebo, Sèmèvo Romaric Tobome, Ismaïl Lawani, Anis Cerovac, Aldo Vieira Barros, Samuel Aguiar Júnior, Glauco Baiocchi, Heloisa Galvão do Amaral Campos, Jefferson Gross, Felipe José Fernandez Coimbra, Luiz Paulo Kowalski, Fabiana Makdissi, Suely Nakagawa, Joao Pedreira Duprat Neto, Jose Guilherme Vartanian, Guilherme Yazbek, Stenio C Zequi, Ronald Flumignan, Mihail Slavchev, Natalia Jaworska, Angela Dell, Harsha Shanthanna, Janet Martin, Abdollah Behzadi, Carolyn Nessim, Michelle Mozel, Pascal St-germain, Crispin Russell, Gary Groot, Najib Safieddine, Duminda Wijeysundera, Antoine Eskander, Sami Chadi, Shawn MacKenzie, Fernando Heredia, Julio Villanueva, Sofia Waissbluth, Roberto Macchiavello, Mario I Escudero, Tyare Fuentes, Ximena Mimica, Maricarmen Olivos, Dinimo Bolivar Saenz, Lina Caicedo, Juan Pablo Alzate, Joaquin Luna, Nestor Fabian Pedraza Alonso, Camilo Ortiz Silva, Carlos J- Perez Rivera, Juliana Rodriguez, Liliana Silva-Igua, Martha Luz Torres, Lina María Trujillo, Albaro José Nieto Calvache, Julián Balanta-Melo, Rafael Figueroa - Casanova, Oscar-Julián García-Montoya, Carlos Andres Marulanda Toro, Maria Clara Mendoza Arango, Eneida Diaz Martinez, Valentina Gutiérrez Perdomo, Jose Andres Calvache, Emileth Montenegro, Jakov Mihanovic, Pablo Mijahil Avilés Jiménez, Nikolaos Gouvas, René Novysedlák, Julia Rodriguez-Abreu, Eddy Lincango-Naranjo, Galal Abouelnagah, Sameh Shehata, Ahmed Hossam Eldin Fouad Rida, Ramy A. Hassan, Mahmoud M. Saad, Mohamed Reda Loaloa, Badr Mostafa, Mohamed Qassem, Mohamed Fahmy, Hesham Abozied, Ahmed Y Azzam, Sherief Ghozy, Asser Sallam, Ahmed Shehta, Sameh Emile, Mohamed Abdelkhalek, Rehab Samaka, Amr Morsy, Ahmed Elshawadfy Sherif, Danilo Alfonso Arévalo Sandoval, Metasebia Abebe, Abraham Negussie, Tigist Fisseha, Kibruyisfaw Shumbash, Samuel Hailu, Seid Mohammed Yasin, Yemisirach Bizuneh Akililu, Abebe Megersa, Teshome Tefera, None Melatework, Bahru Atnafu, Bereket Tsegaye, Yoseph Solomon Bezabih, Silamlak Sisay, Kebebe Bekele, Moa Jira, Mengistu G Mengesha, Habtamu Derilo, Eyueal Degefa, Anteneh Tadesse, Melkamu Nidaw, Elise Sarjanoja, Joonas H Kauppila, Sylvie Testelin, Sophie Boucher, Lionel Jouffret, Zaher Lakkis, Alban Zarzavadjian Le Bian, Luke Harper, Marc Danguy des Déserts, Benoît André, Karem Slim, Romain Verhaeghe, Andrea Police, Edouard Girard, Alexandre Chebaro, Armande Subayi Nkembi, Laurent Arnalsteen, Quentin Ballouhey, Diane Mege, Clement Jeandel, Emilie Duchalais, Pierre-Alban Bouche, Gilles Manceau, Célia Crétolle, Erik Hervieux, Noémie Girard, Agathe Seguin-Givelet, Sebastien Gaujoux, Belinda De Simone, Matthieu Boisson, Damien Bergeat, Alexis P Arnaud, Fabien Fredon, Francesco Nappi, Radwan Kassir, Aurélien Scalabre, Federico Migliorelli, Anne-Cecile Ezanno, Barbara Seeliger, Charlotte Vaysse, Helene Charbonneau, Vincent Misrai, Olivier Abbo, Martina Aida Angeles, Laurent Brunaud, Zaza Demetrashvili, Ali Modabber, Sebastian Wolf, Carsten Kamphues, Philipp Höhn, Tim R. 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R, Lavanya Kannaiyan, Dr. Anil Matai, Sanjeev Misra, Vishal Bhende, Sathish Muthu, Indranil Ghosh, Abhishek Sharma, Ankur Bajaj, Shiv Rajan, Gaurav Agarwal, Pranay Pawar, Philip Alexander, M Vijayakumar, BM Zeeshan Hameed, Badareesh L, Navneet Kumar Chaudhry, Lipika Baliarsing, Satish Dharap, Amruta Kulkarni, Yuvaraja Thyavihally, C S Pramesh, Rajesh Soni, Surya Kumar Dube, Shilpa Sharma, Harvinder Singh, Lovenish Bains, Rahul Ghodke, Ashwani Kumar, Vivek Sodhai, Suvendu Maji, Somprakas Basu, Chandrashekhar Mahakalkar, Ravi Kannan, Asif Mehraj, Ranganath N, Ashish Phadnis, I Yadev, Alfie Kavalakat, Rohin Mittal, Karthik Chandra Vallam, Hamed Akhavizadegan, Esmaeil Rezghi Maleki, Naser Yousefzadeh Kandevani, Hilary Ikele, Catherine McNestry, Christina Fleming, Stephen O’Brien, Sami Abd Elwahab, Niall Davis, Mohsen Javadpour, Brendan McDonnell, Clare O Connor, Jarlath Bolger, Cillian Clancy, Stefanie M Croghan, Noel Donlon, Carolyn Cullinane, Ben Creavin, Muheilan Muheilan, Helen Earley, Syed Mohammad Umar Kabir, Muhammad Fahadullah, Éanna Ryan, Tara Connelly, Oded Zmora, Daisuke Hashimoto, Majdi Ali Alqudah, Amer Alajalen, Rand Y. Omari, Faris Ayasra, Abdulrahman Qasem, Yazan Alawneh, Amer Ahmad, Omar Aladawi, Bourhan Alrayes, Hanan Haidar, Shatha Husain, Faisal Qassem, Adnan Sumadi, Balqees Mahmoud Al-Manaseer, Zaid Alsunna, Hazim Ra’ed, Faten Reyad Bani Hamad, Amro Abuleil, Mohamad K. Abou Chaar, Elmi Ahmed Mohamed Jimaale, Marah Abu-Mehsen, Noor Olaywah, Omar Wafi, Hazim Ababneh, Luai Abu-Ismail, Almu’atasim Khamees, Ahmad Alkhatib, Raikhan Bolatbekova, Mukhtar Kulimbet, Talgat Nurgozhin, Timur Saliev, Baurzhan Zhussupov, Ydyrys Almabayev, Ildar Fakhradiyev, Dilyara Kaidarova, Khalil Tamoos, Ahmed Aqeelah, Alsnosy abdullah Khalefa mohammed, Faraj Al maadany, Ghadah Alkadeeki, Milad Gahwagi, Wafa Aldressi, Mohamed Amnaina, Arowa hassan abdulrahman Alansari, Akram Alkaseek, Ghozlan Yagoub, Anass Ben Amer, Marwa Salem, Ayman Almugaddami, Dania Burgan, Mohammed Abdelkabir, Khayriyah Alshareef, Rayet al islam Ben jouira, Ayman Meelad, Ahmad Bouhuwaish, Sumayya Essayah Dwaga, Houda Khalifa, Bushray Almiqlash, Taha Suliaman, Mohammed Alawami, Fras Elhajdawe, Hajir Aboazamazem, Ibrahim Ellojli, Ahmed Msherghi, Ismail Ali Saleh, Mohammed Alayan, April Camilla Roslani, Marcel Didier Ndayishyigikiye, Akutu Munyika, Philipp Plarre, David W Borowski, Pueya Rashid Nashidengo, Milou Noltes, Pieter Steinkamp, Cameron Wells, Rebecca Teague, Brodie Elliott, David Kieser, Omar Mohyieldin, Chris Varghese, Nick McIntosh, Cheyaanthan Haran, Sarah Rennie, Jasmin King, Jeong Ha, Matthew James McGuinness, Opeoluwa Adesanya, Julius Olaogun, Akinola Akinmade, Kefas Bwala, Peter Agbonrofo, Akinwale Afolabi, Usang Usang, Sebastian Ekenze, Samson Olori, Taiwo Akeem Lawal, Justina Seyi-Olajide, Abiodun Okunlola, Omolara Williams, Adewale Adisa, Lukman Abdur-Rahman, Stephen Kache, Danjuma Sale, Lofty-John Anyanwu, Chukwuma Okereke, Musliu Adetola Tolani, Venko Filipce, Lazar Todorovic, Sofija Pejkova, Sotir Stavridis, John George Massoud, Sareyah Alsibai, Rizwan Sultan, Humera Naz Altaf, Abu Bakar Hafeez Bhatti, Shahzad Hussain Waqar, Aliya Aziz, Asad Ali Kerawala, Lajpat Rai, Mariyah Anwer, Aiman Tariq, Bushra Ayub, Sami ullah Niazi, Muhammad Yasir Naseem, Muhammad Zeeshan Sarwar, Muhammad Imran Khokhar, Imdad Ahmad Zahid, Haroon Javaid Majid, Nabila Talat, Muhammad Asif, Muhammad Hamid Chaudhary, Umer Farooq, Siddique Ahmad, Waleed Mabood, Syed Imran Bukhari, Muhammad Tariq, Eesha Yaqoob, Saad Javed, Muhammad Usman Malik, Hassan Nawaz Yaqoob, Moises Cukier, Glenda Marina Falcon Pacheco, Robinson Mas Melendez, Arazzelly Del Pilar Paucar Urbina, Jose Rios Chiuyari, Carlos Eduardo Otiniano Alvarado, Lorena Fuentes Rivera Lau, Giuliano Borda-Luque, Milagros Niquen-Jimenez, Claudia Arias, Sergio Zegarra, Jenner Betalleluz Pallardel, Regina Amparo Ugarte Oscco, Gian Mendiola, Yahaira Tatiana Carpio Colmenares, Carlos Shiraishi Zapata, Maria Rosa Ortiz, Marie Dione Sacdalan, Piotr Major, Filipe Castro Borges, Octavio Viveiros, Pedro Serralheiro, Paulo Santos-Costa, Filipa Mendes, Miguel Rocha Melo, Paulo Cardoso, Ana Soares, José Azevedo, Rita Gonçalves Pereira, Nelson Silva, André Caiado, Maria Luís Sacras, Pedro Azevedo, Rui Almeida-Reis, Miguel F. Cunha, João Oliveira, Jorge Nogueiro, Mafalda Sampaio-Alves, Luciana Cidade Costa, Catarina Baía, Ana Cláudia Deus, Rita Branquinho, André Marçal, André Tojal, Silviu Tiberiu Makkai-Popa, Aurel Mironescu, Florin Grama, Elena Adelina Toma, Ionut Negoi, Daniela Filipescu, Nicolae Bacalbasa, Natalia Motas, Sebastian Ionescu, Octav Ginghina, Radu Costea, Narcis Octavian Zarnescu, Radu Drasovean, Eduard-Alexandru Bonci, Mihail-Gabriel Dimofte, Vlad Porumb, Mikhail Kirov, Yegor Molitvin, Andrey Litvin, Vadim Pykhteev, Marianna Raevskaya, Sergey Efetov, Aleksandr Butyrskii, Mushabab Alshahrani, Azah Althumairi, Nasser Alzerwi, Ahmed Al Ameer, Tariq Madkhali, None Abddulrahman, Salman Ghazwani, Abdu Ayoub, Othman Iskander, Mohammed Ghunaim, Mohammed Alharthi, Turki M Alzaidi, Mohammad Alyami, Abdulrahman Al Amri, Abdullah AlFakhri, Amal Alhefdhi, Sharfuddin Chowdhury, Thamer Nouh, Ameen Alshehri, Abdulrahman Alzahrani, Dr Yousef Alalawi, Selmy Awad, Ibrahima Konate, Abdourahmane Ndong, Jacques Tendeng, Nan Zun Teo, Frederick Koh, Jurij Aleš Košir, Uros Bele, Sabra Aqil, Cristina Barrena López, Ana Sánchez Mozo, Antonio Rodriguez Infante, Patricia Caja Vivancos, Mikel Prieto, Igor Alberdi San Roman, Laura Gomez Fernandez, Josep Maria Muñoz Vives, Anna Carreras-Castañer, Berta Díaz-Feijoo, Ramon Sieira-Gil, Victor Turrado-Rodriguez, Anna Sánchez López, Santiago Sánchez-Cabús, Marta Jimenez Toscano, MªPilar Canals Sin, Saura García Laura, Oriol Martin Sole, Pedro Palazon Bellver, Sonia Pérez-Bertólez, Jordi Prat-Ortells, Mireia Riba Martínez, Josep Rubio-Palau, Xavier Tarrado, Jorge Nuñez, Veronica Alonso Mendoza, Coro Bescós, Eloy Espin-Basany, Martin Espinosa-Bravo, Daniel Gil-Sala, Susana González-Suárez, Nuria Montferrer Estruch, Lucia Porteiro Mariño, Ana Rodríguez-Tesouro, Fabian Rojas Portilla, M Pilar Tormos Pérez, Inmaculada Vives, Unai Garcia De Cortazar, Kiara Tudela, Aitor Landaluce-Olavarria, Mercedes Estaire Gómez, Jorge Almoguera, Bakarne Ugarte-Sierra, Virginia Jimenez, Marta Bertrand, Laura Cárdenas Puiggrós, Olga Delisau-Puig, Jorge Garcia-Adamez, David Julià Bergkvist, Eloy Maldonado-Marcos, Lucia Diego García, Marta Roldón Golet, Iván Soto-Darias, Aida Cristina Rahy-Martín, Diego Enjuto, Adolfo Ramos-Luengo, Juan Delgado Fernandez, Carolina Lugo Duarte, Lucila Marquez, Diana Crego Vita, Jana Dziakova, Ana Maria Minaya Bravo, Jorge Caño Velasco, Olga Mateo-Sierra, Begoña Quintana-Villamandos, Cristina Rey Valcarcel, Javier Rio, Laura Román García de León, Marcello Di Martino, Jorge Prada, Javier Serrano González, Manuel Losada, Jose Tomas Castell Gomez, Ramon Corripio-Sanchez, Alexander Forero-Torres, José Manuel Morales-Puebla, Hanna Perez-Chrzanowska, Santiago Valderrabano Gonzalez, Alvaro Yebes, Ignacio Zapardiel, Manuel Diez Alonso, Nelson Morales Palacios, Alberto Cabañero Sánchez, Fátima Sánchez Fernández, Alfredo Abad Gurumeta, Ane Abad-Motos, Fernando Corella, Javier Ripollés-Melchor, Rosa Sanz-Gonzalez, Marta Alcaraz Fuentes, Maria Teresa Fernández Martín, Pablo Calvo Espino, Milagros Carrasco Prats, Antonio-José Fernández-López, Damián García Escudero, Vanesa Garcia Soria, Jesús Aarón Martínez Alonso, Miguel Ruiz-Marín, Beatriz Gómez Pérez, Joaquin Moya-Angeler, Daniel Fernández Martínez, Heura Llaquet Bayo, Enrique Colás-Ruiz, Susana Bella Romera, Enrique Jose Ruiz Velasquez, Bernardo Núñez, Raul Jimenez, Jon Zabaleta, Maria Jose González-Gimeno, Irene Ortega Vázquez, Antonio Perez Ferrer, Rubén Martín-Láez, Marcelo Moreno Suarez, Miguel Angel Freiria Eiras, Irene Ramallo-Solís, Juan-Carlos Gomez-Rosado, Jose Ramon Oliver Guillen, Mar Achalandabaso Boira, Juan Carlos Catalá Bauset, Julio Domenech, Rafael Badenes, Juan Carlos Bernal-Sprekelsen, Jorge Sancho-Muriel, Beatriz De Andrés-Asenjo, Francisco J Tejero-Pintor, Marc Vallve-Bernal, Alba Vazquez Melero, Laura Sánchez Blasco, Jorge Escartin, Victoria Duque Mallén, Selvaratnam Srishankar, Umesh Jayarajah, Charitha Sooriyabandara, Oshan Basnayake, Nalaka Gunawansa, Dakshitha Wickramasinghe, Prabuth dulanjan Weeraddana, Thanusan Vimalakanthan, Shanthamoorthy Gishanthan, Pramodh Chandrasinghe, Eleftherios Gialamas, Marc-Olivier Sauvain, Ahmad Ghazal, Yusra Al-Sabbagh, Turki Alhassoun, Sara Maa Albared, Antoine Naem, Hareth Alnahr, Ghassan Jisry, Ali Hammed, Arda Isik, Okedi Francis Xaviour, Gaston Turinawe, Isaac Mubezi, Franck K. Sikakulya, Andrew Kakeeto, Dr. Wilberforce M. Kabweru, Hervé Monka Lekuya, Ronald Kiweewa, Herman Lule, Paul Matovu, Otolia Isaac, Mohamed Mashhour, Amin El Helw, Sattar Alshryda, Awadelkarim Mohamed, Ferial Mohamed Ali Abbas, Diary Mohammed, Ehab Aldlyami, Rakesh Kundra, Antony Louis Rex Michael, Hayder Alsaadi, Kareem S. Khalil, Rachel Dbeis, Shafaque Shaikh, Jenny Ferry, Aiman Jamal, Haleema Siddique, Rishi Das, Nikhil Ponugoti, Sivesh K Kamarajah, Pornjittra Rattanasirivilai, Asma Sultana, Frances Mosley, Matthew Chan, Antony Bateman, Gareth Davies-Jones, Fanourios Georgiades, Grant D. Stewart, Navid Ahmadi, Aman Coonar, Mariam Baig, Chetan Khatri, Arthika Surendran, Julian Sonksen, Robert Sinnerton, Caitlin Brennan, None Gemma, Michael Greenhalgh, Hannah Emerson, Kiran Singisetti, Joshua Totty, Michael Wilson, Terence Lo, Harriet Corbett, Ijeoma Okonkwo, Gill Arbane, Kariem El-Boghdadly, Cyrus Kerawala, Chetan Parmar, Tom Abbott, Michael Bath, Funlayo Odejinmi, Jayesh Sagar, Rishi Talwar, Samuel Newman, John Hammond, John Moir, Natalie Duric, Tamas Szakmany, Ahmar Iftikhar Talib, Mina Youssef, Christopher Lewis-Lloyd, Mariam Lami, Khurram Ayub, Benjamin Dean, Supriya Balasubramanya, Sathya Lakpriya, Luke Rogers, Paul Turner, Mark Maher, Kohila Sigamoney, John Edwards, Jihène El Kafsi, John Hardie, David Johnson, Christin Henein, Marianne Hollyman, Ketan Agarwal, Simon Powell, Govind Singh Chauhan, Rakesh Patel, Joel Gagnier, Heather Carmichael, Kristofor A. Olson, Eric Etchill, Joseph Incorvia, Sameer Hirji, Matthew Naunheim, Frederick Drake, Haytham Kaafarani, Caroline Reinke, Anna Alecci, Dennis Vaysburg, Jennifer Rodriquez, Emily Shih, Vin Shen Ban, Julia Coleman, Henry E. Rice, Krista Kaups, Emmanouil Giorgakis, Maggie DiNome, Neal Bhutiani, Brittany Bankhead-Kendall, Taylor Aiken, Thomas Diehl, Ankush Gosain, Rishi Rattan, Muhammad Owais Abdul Ghani, Nensi Melissa Ruzgar, Anna Liveris, Nina Glass, Charu Paranjape, Theresa Chin, Antonio Meola, Kristina Nicholson, John Squiers, Stephanie Lueckel, Janani Reisenauer, Rachael Callcut, Ahmed Mansour, Allison Berndtson, Lucy Kornblith, Sara Seegert, Paulo Martins, Hamza Al-Naggar, Mohammed Al-Shehari, Ibrahim Al-Raimi, Allan Ngulube, Maphios Siamuchembu, Willard Mushiwokufa, Busisiwe Mlambo, Simbarashe Chinyowa, Ervis Agastra, Enton Bollano, Irida Dajti, Lorena Zijaj, Belabbes Fatima zohra, Oussama Bali, Nassim Benallel, Meriem Abdoun, Kamel Bouchenak, Zineddine Soualili, Joaquin Bastet, Daniel Capitaine, Jorge Centeno Lozada, Carlos Esquivel, Rodrigo Figueroa, Pablo Martín García, Jose Mondino, Rogelio Traverso, Norberto Berber, Marcela Di Vincenzo, Bianca Grassano, Maximiliano Maricic, Damaris Idara Anabel Zezular, Carla Abuawad, Agustin Albani Forneris, Rodrigo Brandariz, Arturo Burchakchi, Martin Buttaro, Virginia Cano Busnelli, Tomas Carminatti, Julian Cereghini, María Sol Crespi Amor, Marcelo Figari, Esteban Gonzalez Salazar, Felipe Higuera, Lionel Llano, Pablo Lobos, Santiago Mc Loughlin, Efrain Mendoza, Pedro Mercado, Pablo Moyano, Florencia Noll, Diego Odetto, María Lourdes Ramos, Jose Saadi, Jordán Scherñuk, Pablo Slullitel, María Victoria Taboada, Roberto Vagni, Silvina Montal, Fernando Andres Alvarez, Nicolás Bruera, Matias Parodi, Héctor Picon molina, Diego Belisle, Agustin Esteban, José Sebastian García, Lucas Granero, José Gabriel Yaryura Montero, José Luis D’Addino, José Alfredo Calderón Arancibia, None John, Mark Brooke-Smith, Amanda Hii, Nikhil Kundu, Matthew Marshall-Webb, Christina McVeay, Bee Shan Ong, Dominic Parker, Dylan Richard Barnett, Karel Buddingh, Christopher Dobbins, Nagendra Dudi-Venkata, Izhar-Ul Haque, Matheesha Herath, Hidde M Kroon, Alicia Lim, Cea-Cea Moller, Eu Nice Neo, Eu Ling Neo, Christine Russell, Saam Tourani, Steven Tran, Yijie Yin, Matthew Watson, John Barker, Anya Rugendyke, Eleanor Watson, Ashleigh Sercombe, Chin Li Tee, Martin Batstone, Michael Field, Benjamin Scott, Sean Stevens, Gabriella Charlton, Si Chen, Neha Gauri, Ross Hayhurst, Seyoung Jang, Helen Zhang, Haider Latif, Sonal Nagra, Gareth Rudock, Hannah Tan, Kirk Underwood, Daniel Youssef, Savitha Bengeri, Hock Ping Cheah, Paul Chen, Sara Clark, Amanda Caroline Dawson, Eliya Devan, Sophia Fitt, John Gaul, Danielle Jolly, James Dimitri Kane, Kelvin Kwok, Sharon Laura, Vivian Lee, Ina Liang, Haili Luo, Stephanie Miles, Anthony Noor, Renwick Simpson, Aram Cox, Nova Thani, Natasha Egoroff, Shebani Farik, Jana-Lee Moss, Deborah Wright, Paul Salama, Du Phan, David Townend, Alwin Chuan, Stephen Barnett, Hajar Hasan Kheslat, Chloe Jamieson-Grigg, Brett Larner, David Proud, Georgina Riddiough, Sivendran Seevanayagam, Chris Zhao, Vinna An, Anna Drake, Benjamin Hunt, Anshini Jain, Christopher Seng Hong Lim, Tara Luck, Georgia Maroske, Nicholas Roubos, Shomik Sengupta, Zac Tsigaras, Salena Ward, Jessie Zhou, Amy Coates, Ramesh Nataraja, Maurizio Pacilli, Andrew Gillard, Nikki Petrakis, Maryum Qureshi, Sean Ezekiel Seow, Josephine Vivian-Taylor, Jennifer Wheatley, Brendan O’Connor, Warwick Teague, Michael Wei Hii, Anna Isaacs, Mary Ann Johnson, Veronique Price, Alistair Rowcroft, Kalai Shaw, Claire Stark, Brianne Lauritz, Chui Foong Ong, Howard Tang, Amelia Davis, Bibi Nabeeha Peerally, Anne-Marie Aubin, Ralph Gourlay, Zhi Ying Lim, Ali Alsoudani, Francesco Amico, Rebecca Anning, Tyson Dale, Anchal Duggal, Brendan Ennis, Yi Xin Joanna Fu, Jonathan Gani, Scott Gelzinnis, Claudia Hadlow, Ruth Hardstaff, Wayne Yan Lau, Hsin-Ping Liang, Daniel Lim, Elysse Mcilwain, Yan Joyce Ming, Ryan James Ocsan, Nicole Organ, Amanda Paterson, Marisol Perez Cerdeira, Caleb Ting, Ellisha Willoughby, Ashley Bailey, Viswanathan Narayanan, Anna Wilkes, Jie Zhao, Carl D’Souza, Clara Forbes, Monique Haddleton, Naseer Mohammed Abdul, Leigh Archer, Tina Dilevska, Tasvinder Hans, Mohit Kumar, Terence Pham, Fernando Picazo Pineda, Supisara Suk-Udom, Nivedan Jeyamanoharan, Michael Sala, Madhulika Dravid, Conor McCartney, None Sam, Christos Apostolou, Christophe Berney, Andrew Lam, Vanessa Ma, Jennifer Cope, Alyssa Llorando, Humaira Haider Mahin, Soni Putnis, Faisal Syed, Patrick Ireland, Bonnie Zhu, Matthias Zitt, Ingmar Königsrainer, Caterina Allmer, Martin Mitteregger, Gerald Seitinger, David Duller, Erwin Mathew, Christoph Skias, Petra Brinskelle, Clemens Holzmeister, Judith Kahn, Josip Kresic, Joerg Lindenmann, David Lumenta, Paul Puchwein, Georg Singer, Axel Wolf, Daniel Arco, Nura Kilic, Peter Widschwendter, Christian Freyschlag, Michael Graber, Jakob Hirsch, Marlene Kuen, Michael Liebensteiner, Franka Messner, Alex Messner, Felix Naegele, Antonia Osl, Cornelia Ower, Teresa Rauchegger, Daniel Reimer, Filipp Sokolovski, Markus Süss, Martin Thaler, Claus Zehetner, Jakob Allerstorfer, David Haslhofer, Lorenz Pisecky, Nikolaus Poier, Christoph Schmolmüller, Paul Zwittag, Amadeus Windischbauer, Ines Fischer, Patrick Kirchweger, Thomas Saini, Julian Berger, Wolfgang Fraz, Arastoo Nia, Mihaly Kenez, Margit Nichita, Chiara Noe, Kurosch Borhanian, Klaus Emmanuel, Antonia Gantschnigg, Michael Grechenig, Ricarda Gruber, Lisa Manzenreiter, Philipp Schredl, Michael Weitzendorfer, Michaela Gruber, Martin Grünbart, Vanessa Kemmetinger, Victoria Mosshammer, Tobias Schaetz, Maximilian Lanner, Alf-Dorian Binder, Martin H. Bernardi, Christopher Dawoud, Philipp Foessleitner, Christoph Grimm, Maximilian Pesta, Robert Pillerstorff, Stefan Riss, Georg Scheriau, Andreea Fisus, Manuel Ruiss, Nikolaus Meindl, Florian Primavesi, Florian Steiner, Eva Falkensammer, Hans Knotzer, Felipe Trivik-Barrientos, Mahmood Alam, Fayza Haider, Husain Mulla, Kawthar Qader, Ahmed Shirazi, Isam Juma, Fatema Waheed Akbar Mohamad Akbar Nawab Deen, Seemal AbdulQadir, Abdulla Jabr, Noora Almoosa, Mohammed Shadrul Alam, AKM Khairul Basher, S.M. Nazmul Islam, Sadia Khan, Iftekhar Ibne Mannan, Sasha Corbin, Margaret O’Shea, Emil Phillips, Vladislav Straltsov, Alexei Lyzikov, Mafalda Borges, Nils Vleminckx, Julie Bontinck, Anne-Sophie Van Haver, Serge Cappeliez, Manon Pigeolet, Claire Viste, Elke Van Daele, Yanina Jansen, Nouredin Messaoudi, Michael Ruyssers, Martijn Schoneveld, Ellen Van Eetvelde, Wouter Oosterlinck, Nicolas Flamey, Marcellin Akpla, Hermann Agossou, Hulrich Aouagbe Behanzin, Mouhamed Agbadebo, Hugues Yome, Alassan Boukari, Labissi Francois Amossou, Francis Dossou, Miran Boras, Ivana Čuljak Blagojević, Filip Gunaric, Ludvig Letica, Vlatka Martinovic, Josip Miskovic, Pejana Rastović, Irena Sesar, Rodolfo Jose Favaretto Filho, Rodrigo Rodrigues, Débora Schalge Campioto, Nivaldo Alonso, Ricardo Fernandes Rezende, Fernando Augusto Lima Marson, Alfeu Accorsi Neto, Guilherme Accorsi, Camila Machareth, Barbara Viegas Moura, Luciano Guarienti, Karin Becker, Andre Dias, Camila Girardi Fachin, Adriano Seikiti Stychnicki, Melissa Avelino, Igor Lima Buarque, None Elaine Francisca, Robson Amorim, Maria Eduarda Bellotti Leão, Isabelle Melo da Camara, Rubem Alves Silva Junior, Agna Soares Da Silva Menezes, Leandro Totti Cavazzola, Guilherme Roloff Cardoso, Brasil Silva Neto, Tilaê Soares, Enilde Eloena Guerra, Moacyr Salem, Caio Antonio de Campos Prado, Ana Carolina Tagliatti Zani, Carolina Lourenço Gomes dos Santos, Silvana Maria Quintana, Marília Veccechi Bijos Zaccaro, Leonardo Lima, Alonço da Cunha Viana Júnior, Isabela Trindade Martins, Priscila R Oliveira, Kamilla Schmitz Nunes, Emne Abdallah, Samuel Aguiar Júnior, Glauco Baiocchi, Heloisa Galvão do Amaral Campos, Luciana Facure, Bruna Kupper, Fernanda Leite, Narimã Marques, Suely Nakagawa, Ana Carolina Scintini Herbst, Silvana Soares Dos Santos, Jose Guilherme Vartanian, Stenio C Zequi, Rodrigo Gonçalves, Vinicius Machado, Luis Roberto Nadal, Adrieli Pansani, Marcelo Simonsen, Daniela Tsuchiya, Vladimir Vasconcelos, Nam Jin Kim, Rafael Nunes, Fabio Pinto, Thiago Henrique Sigoli Pereira, Gustavo Jardim Volpe, Caroline Nardi, Layze Braz de Oliveira, Ivonizete Pires Ribeiro, Álvaro Francisco Lopes de Sousa, Marcelo Augusto Faria Freitas, Juliano Rodrigues da Cunha, Dobromir Dimitrov, Muhammad Gohar, Elitsa Gyokova, Vasil Neykov, Boyko Atanasov, Mihail Slavchev, Paolina Kamenova, Tsanko Yotsov, Kolyo Spassov, Tsanko Tsankov, James Brown, Krittika Bali, David Bigam, Khaled Dajani, Angela Dell, Dennis Hong, Lea Luketic, Robert Mayer, Jacob McGee, Homer Yang, Abdollah Behzadi, Amanpreet Brar, Melissa Hanson, Brent Hopkins, Richard Merchant, Michelle Mozel, Etienne Belzile, Sofia Boucher-Kovalik, Simon Corriveau-Durand, Mathieu Cote, Mathilde Côté, Suzanne Demers, Christine Desbiens, Mehdi El Ouazzani, Karo Gosselin, Sarah Maheux-Lacroix, Sylvie Nadeau, Sebastien Nguyen, Stéphane Pelet, Gary Groot, Melissa Wood, Amit Atrey, Yosef Ellenbogen, Sorcha Kellett, Hrishikesh Suresh, Antoine Eskander, Fred Gentili, Leslie St. Jacques, Raha Tabasinejad, Marvin Hsiao, Shawn MacKenzie, Claire Broe, Rebecca Grey, Andrew Lindberg, Juan Mata Gutierrez, Drew Phillips, Fernando Heredia, Esteban Fernández, Katherine Ochoa Gaete, Mauricio Sandoval Tobar, José Tomás Reyes, Barbara Rivera, David Cohn, Pedro Recabal, Camilo Sandoval, Camila Pincheira, Janina Torres, Marco Valenzuela, Kun Yang, Yuexin Zhang, Wang Cunchuan, Wah Yang, Tingbo Liang, Camilo Caicedo, Carolina Perez Granados, Joaquin Luna, Oscar Serrano, Camilo Ortiz Silva, Andrea Juliana Vega Calvera, Lina M. Acosta Buitrago, Paulo Andrés Cabrera Rivera, Valeria Cormane Alfaro, Albert Franz Guerrero-Becerra, Akram Kadamani Abiyomaa, Camilo Andrés Polanía Sandoval, Carlos Fernando Roman Ortega, Manuela Téllez, Fernando Arias-Amézquita, Elkin Escorcia, Gabriel Herrera-Almario, Guillermo Monsalve, María Alejandra Caicedo Giraldo, Maria Carolina Castillo Florez, María Angelica Cendales, Mario Daniel, Hernando Espitia, Juan Carlos Navarro, Katherine Parra Abaunza, Eliana Pulido, William Mauricio Riveros Castillo, Wilson Rubiano, Javier Mauricio Salgado Tovar, Marcial Trillos, Juan pablo Villate leon, Luis Becerra Mendez, Rafael Jose Beltran, Pedro Hernando Calderon Quiroz, Sergio Cervera Bonilla, Mauricio Garcia Mora, Ivan Mariño, Raúl Eduardo Pinilla Morales, Angela Puerto, Ma. Andrea Quintero-Ortíz, Raul Suarez, Jorge Luis Velez Bernal, Daniela Camargo Gómez, None Christian kammerer, Maria Fernanda Acuna Saravia, Roberto Arroyave, Jose Maria Barreto Angulo, Juan Carlos Dueñas-Ramirez, Oscar Andres Escobar Vidarte, Laura Gomez, Alejandro Gomez, Enrique Herrera Castañeda, Marisol Hinaoui, Anuar Armando Idrobo Escobar, Carlos Antonio Llanos Lucero, Antonio José Montoya Casella, Andrea Carolina Perea Serna, Gabriel Ríos-Samper, John Sandoval, Guillermo Alberto Sarmiento Ramirez, Mauricio Zuluaga Zuluaga, Juan Sebastian Figueroa, Maria Fernanda Gonzalez Mosos, Juan Jose Jaramillo Roncancio, Monica Mosos, Juan Sebastian Ramirez, Leidy Natalia Idarraga Ramírez, Ana Maria Marin Gonzalez, David Alejandro Mejia, Luis Emiro Vanegas, Sandra Aruachan Vesga, Eneida Diaz Martinez, Gustavo Antonio Martinez Estrada, Angela Maria Giraldo Velasquez, Jesus Hernan Tovar, German Alirio Tovar, Christian Ali Buesaquillo, Victor David Olave Montaño, Emileth Montenegro, Eben-ezer Genda, Fabrice Eboma, Karlo Grulović, Ana Bosak Versic, Suzana Srsen Medancic, Lucija Brkic, Sara Cokarić, Josipa Tomić, Domagoj Brzic, Emilio Dijan, Maja Grgec Dragicevic, Suzana Konjevoda, Domagoj Morović, Gordan Perišić, Matea Zuzul, Srdan Ante Anzic, Iva Carevic, Bojan Biočina, Dino Bobovec, Boris Bumber, Katarina Duric Vukovic, Ivan Jelčić, Zeljko Kastelan, Juraj Kolak, Miram Pasini, Luka Penezić, Ratko Prstacic, Ivan Romić, Mislav Tomic, Ivica Luksic, Pablo Mijahil Avilés Jiménez, Yiannis Panayiotou, Olga Stavrinidou, Anneza Yiallourou, None Michal, Lukáš Burda, Wladyslaw B. Gawel, Milan Lerch, Nicole Macečková, Ondrej Simetka, Petr Vavra, Karol Zelenik, Martin Přibyl, Karel Klíma, Setareh Pirmorad, Zuzana Hotová, Aleš Mladěnka, Nulvin Bozo, Louise Hviid, Helle Ø Kristensen, Laerke Paulsen, Anders Lyng Ebbehøj, Maria Lovisa Jönsson, Peter-Martin Krarup, Helena Otte, Henry Smith, Jens Kristian Bælum, Signe Bremholm Ellebæk, Sylvia Batista, María Mabel Collado Expósito, Aldo Crespo, Claudio Samuel D’óleo García, Jatnna Figueroa, U Garcia-Dubus Rodriguez, Lillian Guzman, Ariela Lopez, Leeany Maletta Francisco, Herisardy Munoz, Maricely Ambar Perez Fernandez, Ada Rodríguez, Joel Soto, Raul Ubinas, Aaron Villegas, Ricardo Acra-Tolari, Larissa Beltran, Luis Fernand Betances, Pedro Pablo Díaz Vásquez, Damaris Fernandez, Jiomar Manuel Figueroa Germosen, Dolores Mejia De la Cruz, Fabio Ortiz De La Cruz, Gabriela Pelletier, Rodriguez Pumarol Próspero Enrique, Irina Suero Almanzar, Eddy Lincango-Naranjo, José Ricardo Negrete Ocampo, Ibrahim Sallam, Mohamed Sherief, Mostafa Abdou, Ahmed Abo Shanab, Aya Abodeeb, Roger Aboelkhel, Nour Eldin Abosamak, Yossof Abouelnagah, Dina Adel, Sara Ahmed, Abdelrahman Alberkamy, Ahmed Ali, Olfat Ashraf, Sara Darwish, Rasha El kharashy, Seifeldin Elbadawy, Alromisaa Elsaka, Moataz Ewedah, Yara Ezz, Ziyad Gadelrab, Nour Hafez, Youssef Hafez, Mohamed Hassanin, Hamza Hussein Aly Salama Aly, Abdelrahman Ibrahim, Alaa Mahmoud Abo shabana, Mohamed Mourad, Kamilia Mubarek, Samaa Omar, Marawan Ragal, John Romany, Alaa Salem, Ahmed Samir Abdelaal, Sameh Shehata, Abdelrahman Shehata, Karim Shenit, Nermin Yehia, Omar Khaled Mohamed Eid, Omar Ibrahim Elsayed, Mostafa Ahmed Shehata, Wael Abd El-Ghani, Hossam Aldein S. Abd Elazeem, Shimaa Abdalla, Mahmoud Abdel-Aleem, Mahmoud Abdelfattah, Mohammed Abdelhafez, Mohamed M. Abdelkarem, Hossam Abubeih, Nagm Eldin Abu Elnga Ahmed, Ahmed Ahmed, Sarah Ahmed Saad, Abdelrahman Ahmed Abdelrahman Ali, Khaled Elmaghraby, Shady Elsdfy, Almoutaz Eltayeb, Esraa Essam, Rabea Gadelkareem, Ahmed Ghoneim, Mohammed Hamada Takrouney, Ahmad Hasan, Mohamed Abdelghafor Hassanin, Wesam Mahran, Doha Mahrous, Abdelrahman Ragab, Aya Sabry, Hadeer Safwat, Ahmed Saleh, Ahmed Samir, Esraa Sayed, Mohamed Gamal Taher, Ebrahim Ahmed Yousof, Ahmed Youssef, Omar Zein Elabedeen, Samar Ali, Gehad Elbehairy, Mahmoud Eleisawy, Abdelrahman Elgendy, Rewan Elhawary, Mahmoud Hamdy, Gehad Hassan, Mostafa Nowar, Hesham Sabry, Ahmed Tarek Said-elnaby, Mohamed Zahed, Mohamed Zahran, Ahmed Zaki Zoghary, Mohamed Atef, Mahmoud Hossameldin Saad Abdelhamid, Lobna El Fiky, Ibrahim ElGarhy, Mohamed Qassem, Abdelrahman Wahba, Omar Youssif Omar Fouad, Ahmed Abdelsamed, Mohamed Elsalhy, Omnia Eldesouky, Abdullah Wael Mostafa Khalil Bahi, Ahmed Tawheed, Saeid Al-oribi, Nuran Khaled Aly, Mahmoud ElFiky, Ahmed Nabil, Ahmed Samir Farahat, Mostafa Soliman, Galal Ghaly, Alzhraa Salah Abbas, Maher Ibraheem, Abdelrahman Bakry, Mohamed Jammal, Abdelrahman M Makram, Ahmed Adel abdelaty, Elsayed A. Fayad, Moataz Sallam, Ahmed Shehta, Hossam Elfeki, Mahmoud Elsaid, Mohamed Mostafa, Ahmed Sakr, Mohamed Shetiwy, Noura Tawakl, Asmaa Yunes, Khalid Atallah, Mosab Shetiwy, Ahmed Abdelmawla, Ahmed Abdrabou, Asmaa Abubakr, Rawda Al Gohary, Alaa Elsabagh, Enas Elshabrawy, Ahmed Hafez, Pola Mikhail, Mervat Mohamed, Ahmed Nada, Janna Omran, Osama Salem, Salma Selim, Ghada Shalaby, Mahmoud Wahbah, Eman Zakaria Abdelbary, Ahmad Helmy Zayan, Abdelrahman Afify, Mostafa Mohamed Ahmed, Hesham Abdeldayem, Ibrahim Abdelkader Salama, Khaled Ammar, Islam Ayoub, Emad Hamdy Gad, Essam Hammad, Mahmoud Macshut, Ahmed Elshawadfy Sherif, Hany Shoreem, Hossam Eldeen Soliman, Abdullah Eldaly, Sarah Mashaly, Sherief Abd-Elsalam, Wafaa Abdel-Elsalam, Mohamed Sherif Morsy, Mohammed Nasreddin, Sameh Sarsik, Liisa Kams, Tõnu Rätsep, Karolin Riips, Kirubel Abebe, Fitsum Asfaw, Mahder Eshete, Yetsedaw Gedefaw, Abeje Menjeta, Mahteme Bekele Muleta, Sena Sefera, Daniel Teklu, Leake Tirfe, Bereket Worku, Yegeremu Eado, Abraham Negussie, Mersha Abebe Woldemariam, Megersa Alemu, Dawit Azmach, Dr.Mickyas Mamo, Abel Menkir, Dereje Woldemariam, Estifanos Wubishet, Melka Supha, Nebyou Abebe, Abera Chanie, Hiwot Gebre, Tsegazeab Laeke, Tihitena Negussie Mammo, Abat Sahlu, Abraham Genetu Tiruneh, Betelhem Zewdneh, Jibril Fentaw, Ketema Tabore, None Addisalem, Tassew Abreha, Desalegn Abdissa, Mequannet Tesfaw, Dawit Asmamaw, Dereje Bedane, Ephrem Bekele, Aderaw Getie, Adissu Girma, Dagim Shimelash, Tewabe Ayalew, Berhanu Kassahun, Esubalew Mulugeta, Silamlak Sisay, Adem Ibrahim, Alem Mekete, Adnan Abdulkadir Mohammed, Yasir Younis Abdullahi, Ephrem Adem, Eneyew Getachew Siyoum, Ewunetu Zeleke, Derje Worku Degefe, Habtamu Derilo, Nebiyu Eliyas, Yadani Deressa, Lemi Melese, Lemesa Muleta, Abraham Teshome, Birhanu Tesso, Dr.Gebreagziabher Gebrekirstos, Joel Pitkänen, Cheng Qian, Jaakko Sinikumpu, Stéphanie Dakpé, Bernard Devauchelle, Nolwenn Lavagen, François Bastard, Kim Bin, Didier Moukoko, Fadi Alshawared, Carlos Daniel Beyrne, Laurene Lugans, Alexandre Doussot, Ilaria Onorati, Dana Radu, Benoît André, Herjean Marion, Bertrand Trilling, Emmanuel Boleslawski, Barbara Noiret, Estelle Aubry, Armande Subayi Nkembi, Niki Christou, Julie Usseglio, Clement Jeandel, Waast Denis, Emilie Duchalais, Nicolas Regenet, Jerome Rigaud, Philippe Anract, Anthony Dohan, Antoine Cazelles, Alexandre Chamouni, Mehdi Karoui, Arnaud Mejean, Célia Crétolle, None Thouement, Pauline Clermidi, Erik Hervieux, Tristan Langlais, Lorenzo Leonelli, Anne Thomin, Yoann Athiel, Nathalie Cathala, Yael Levy-Zauberman, Petr Macek, Annick Mombet, Didier Ollat, None Fabrice, Emmanuel Chartier-Kastler, Nathalie Chereau, Charlotte Melot, Célia Turco, Elie Chouillard, Matthieu Boisson, Denis Frasca, Marie Livin, Fedy Mahmoud, Laurent Sulpice, Alexis P Arnaud, Clément Thierry Cazemajou, Krystel Nyangoh Timoh, Annaëlle Renault, Francesco Nappi, Anne-Cecile Ezanno, Zineb Cherkaoui, Michel Vix, Hugo Gornes, Pierre Berthoumieu, Vincent Misrai, Trocard Pierre, Martina Aida Angeles, Mathilde Del, Antoine Vancon, Solomon Machemedze, Roger Muhemi, Olivier Ndizeye, Jennifer O’Connor, Simplice Tchoba, Ali Modabber, Benedikt Schäfer, Julia Wallqvist, Sebastian Ziemann, Matthias Anthuber, Tobias Broecheler, Yvonne Goßlau, Florian Maksymiw, Florian Sommer, Björn Sommer, Florian N Loch, Ilgar Aghalarov, Chris Braumann, Philipp Höhn, Julian Horn, Eva Egger, Jana Enderes, Sebastian Strieth, Hendrik Treede, Maria Wittmann, Benedikt Marche, Sissy-Amelie Schulz, Hans Fuchs, Ulrich Bork, Cornelia Meisel, Andrea Petzold, Georg Fluegen, Wolfram Trudo Knoefel, Oleksandra Solodarenko, Robert Grützmann, Danilo Hackner, Sara Fatima Faqar-Uz-Zaman, Andreas Schnitzbauer, Christian Fung, Christian Leiber, Nicolas Neidert, Richard Sandkamp, Daniel Schlager, Jakob Strähle, Fritz Spelsberg, Johannes Becker, Bernhard Gonschor, Marit Herbolzheimer, Lena Keppler, Matthias Hecker, Martin Reichert, Michael Sander, Götz Schmidt, Emmanuel Schneck, Jorg Kleeff, Kerstin Lorenz, Ulrich Ronellenfitsch, Christoph Thomssen, Christian W. Dumpies, Isabel Fischer, Michael Gessner, Friederike Klauke, Birte Schmidt, Franziska Vinz, Johannes Sander, Christian Stephan Betz, Julian Bewarder, Simon Burg, Till Orla Klatte, Daniela König, Leon-Gordian Köpke, Martin Stangenberg, Frederic Roux, Ibrahim Abdullah Hakami, Julian W Mall, Christian Graeb, Kristin Huber-Strößner, Christina Pempe, Kathrin Kelly, Julia Siebert, Rachit Agrawal, Konstantinos Gousias, Homeira Qureischie, Frank Meyer, Anke Rissmann, Salmai Turial, Bilal Al-Nawas, Marco Johannes Battista, Julia Heider, Lena Katharina Mueller, Sina- Louisa Patrizia Jentschura, Karl-Friedrich Kowalewski, Marie-Claire Rassweiler-Seyfried, Christoph Reissfelder, Nicole Rotter, Claudia Scherl, Steffen Seyfried, Andreas Fichter, Jens Gempt, Christoph Schäffer, Helmut Wegmann, Ughur Aghamaliyev, Wolfgang Böcker, Viktor H. von Ehrlich-Treuenstätt, Roland Ladurner, Justin Gabriel Schlager, Wenko Smolka, Claudio Glowalla, Dorien Schneidmueller, Karl Wilhelm Henkel, Josef Stadler, Katharina Hölz, Stefan M. Brunner, Lukas Prantl, Jonas Herzberg, Marie Kröger, Andreas Niemeier, Yara Sras, Tobias Reinhard, Markus W. Löffler, Christoph Steidle, Davut Dayan, Jens Greve, Niklas Löbig, Fabienne Schochter, Felix Wezel, Silke Pusch von, Stefan Schmidbauer, Lars Boenicke, Stephan Degener, Rose Seiberth, Marieke Smit, Friedrich-Carl von Rundstedt, Christoph-Thomas Germer, Johan Lock, Christopher Lotz, Tobias Schlesinger, Benedikt Schmid, Agnes Treutlein, Nana Kwaku Agyeman-Duah, Enoch Appiah, Delali Gakpetor, Stephen Minlah Allah, Nii Armah Adu-Aryee, Nelson Agboadoh, Antoinette Bediako Bowan, George Darko Brown, Joe-Nat Clegg-Lamptey, Benjamin Sena Fenu, Philemon Kumassah, Romeo Hussey, Evans Kofi Agbeno, Mabel Amoako-Boateng, Samuel Debrah, Dr Kingsley Doku, Philip Mensah, Michael Nortey, Isabella Naa Morkor Opandoh, Makafui Yigah, Nuna Jiagge, Jane Acquaye, Akosua Agyemang-Prempeh, Kwabena Amo-Antwi, Michael Amoah, George Amoah, Daniel Gyawu Aning, Dominic Annor Mintah, Joshua Arthur, Regina Darko- Asante, Valerie Gaveh, Frank Enoch Gyamfi, Boakye - Yiadom Jonathan, Thomas Okpoti Konney, Ishmael Kyei, Boateng Nimako, Ben Blay Ofosu-Barko, Anita Osabutey, Robert Sagoe, Abiboye Yifieyeh, George Ansong, Alhassan Abdul-Mumin, Munira Amadu, German Azahares Leal, Alexis Buunaaim, Ernest Cheyuo, Latif Daboo Salifu, Adamu Issaka, Musah Yakubu, Ioannis Grypiotis, Triada Papadopoulou, Dimitrios Korkolis, Nikolaos Thomakos, Dionysios Dellaportas, Papalouka Dimitra, Theodoros Hadjizacharias, Manousos Konstadoulakis, Dimitrios Massaras, Antonios Vezakis, Konstantinos Avgerinos, Aristotelis Kechagias, Argyrios Ioannidis, Nikolaos Patelis, Eirini Deskou, Nikolaos Stamos, Nikolaos Tasis, Nikolaos Danias, Jonida Selmani, Theodosis Kalamatianos, George Stranjalis, Panagiotis Kondilis, Vasiliki Kanellopoulou, Andreas Larentzakis, Vasileios Papanikolaou, Spyridon Potamianos, Tania Triantafyllou, Peter Panagiotou, Emmanouil Avramidis, Nikolaos Bessias, Paraskevi Tsiantoula, Alexandros Charalabopoulos, Stylianos Kykalos, Eleandros Kyros, Nikolaos Machairas, Aikaterini Mastoraki, Alexandros Papalampros, Alexis Terras, Gerasimos Tsourouflis, Constantinos Zografos, Christina Antzaka, Areti Falara, Konstantinos Perreas, Panagiota Rellia, Androniki Tasouli, Andreas Skolarikos, Lazaros Tzelves, Emmanuel Theodorakis, Paraskevi Karona, Angelos Tzouganakis, Emmanuel Chrysos, Taxiarchis Nikolouzakis, Paraskevi Tourountzi, Aggeliki Al, Christos Kalfountzos, Eleni Arnaoutoglou, Gregory Christodoulidis, Nick Gkolias, Jiannis Hajiioannou, Giorgos Krestinidis, Maria Ntalouka, Fani Saini, Charalampos Skoulakis, Christos Dimitrios Terzoudis, Dimitris Zacharoulis, Κωνσταντίνος Δακής, Eva Filo, Konstantina Kontopoulou, Ioannis Patoulias, Ioannis Astreidis, Panagiotis Christidis, Lydia Loutzidou, Antonis Mantevas, Dimitris Tatsis, Ioannis Tsakiridis, Eirini Iordanidou, Estuardo Brolo, Alitza Gutiérrez Ruiz, María Alejandra De León Lima, Mario-Andrés Flores, Steffanía Morales, Pablo Rivera, Lesly Rodas, Victor Santos, Dianne Sosa, Amalia Barrios Duarte, Luis-Fernando Talé-Rosales, Sergio Alejandro Villeda, Joshua Anicetti, Megan Lowey, Javier Ardebol, Kathia Barillas, Sabrina Barillas, Salvador Recinos, Sophie Hon, Alex Qinyang Liu, Shirley Liu, Ho Wai Ip, Brian Mak, Chung Ying Mok, Kiu Fung Wong, Kit Ying Au-Yeung, David Yuen Chung Chan, Wang Kei Chiu, Jacky Yan Kit Ho, Janet Wui Cheung Kung, Samuel Ka Kin Ling, Hon Ting Lok, Jeremy Yuen-Chun Teoh, Randolph Wong, Zsuzsanna Antal, Kiarash Bahrehmand, Tamás Sztipits, László Hidi, Laszlo Piros, Balazs Rózsa, György Herczeg, György Saftics, Judit Kulcsicka-Gut, Zsófia Sipos, Hardil Majmudar, Irappa Madabhavi, Anitha G S, Venkatesh Kesarla, Sunil Kumar Venkatappa, Hareesh P B, Santhosh Shivashankar Chikkanayakanahalli, Tanvi Sunil, Niranjana Rajagopal, Thirumanikandan P L, Nitu Mishra, Dr Rekha Wadhwani, Ritika Dhurwe, Kameshwarachari Pushpalatha, Sumit Raj, Pooja Singh, Pankaj Kumar, Yash Mittal, Sibasish Panigrahi, Sucheta Parija, Saroj Patra, Rabi Sahu, Mahesh Sultania, Sujit Tripathy, Rajeev Kansay, Sunil Kumar Gupta, Lileswar Kaman, Pravin Salunke, Kavindra Singh, Mohamed Rela, Swati Goudar, None Barani kumar P B, Anandan Murugesan, Anbukkani Subbian, Arvind Kumar, Tapan singh Chauhan, Akhil Govil, Shubhra Gupta, Ashish Sharma, Saurabh Tiwari, Vartika Vishwani, Nissi Evelyn. R, Mainak Deb, Harish Jayaram, Pooja Nagpal, Prachi Pathak, Gautam Ram Choudhary, Ankita Chugh, Abhay Elhence, Vijay Madduri, Himanshu Pandey, Rahul Saxena, Naveen Sharma, Shashank Shekhar, Jeewan Ram Vishnoi, Vishal Bhende, Debarshi Chatterjee, Indranil Ghosh, Upasana Naskar, Prateek Jain, Deepak Jain, Vishal Kewlani, Noopur Priya, None Parijat, None Anand, Akshay Anand, Ankur Bajaj, Akhilanand Chaurasia, Loreno E. Enny, Ambrish Kumar, Brijesh Mishra, Amita Pandey, Shiv Rajan, Ashutosh Roy, Rekha Sachan, Pushp Sankhwar, Uma Singh, Urmila Singh, Chhitij Srivastava, Manju Lata Verma, Awdhesh Yadav, Gaurav Agarwal, K.m.m.vishvak Chanthar, Dileep Hoysal, Anjali Mishra, Nitin Batra, Arun Bhatti, Tapasya Dhar, Rohini Dutta, Parvez David Haque, Ritu Jain, Anil Luther, Amit Mahajan, Dr Pinki Pargal, Abhishek Samuel, Inderjot Singh, Sarvpreet Singh Grewal, Anusha Singhania, Philip Alexander, Josy Thomas, Sunil Krishna, Narinder Singh, Sunny Agarwal, Srikant Balasubramaniam, Satish Dharap, Rameshwar Mhamane, Anand Nirgude, Sandesh Parab, Amit Peswani, Anjana Sahu, Sarika Samel, Fagun Shah, Bejoy Abraham, Ashishkumar Asari, Vivek Badhe, Sanjiv Badhwar, Vipul Bothara, Anuj Dalal, Avinash Date, Mandar Deshpande, Anirudha Doshi, Maya Gade, Shreyash Gajjar, Dr bhavisha Ghugare, Divakar Jain, Saumya Sekhar Jenasamant, Vinay Joshi, Neha Kalwadia, Akshat Kayal, Yogesh Kulkarni, Rajesh Mistry, Manoj Mulchandani, Dr. Mrunal Parab, Abhinav Pednekar, Faizan Rahmani, Sunil Rajput, Gursev Sandlas, Hrishikesh Sarkar, Sanket sadanand Shetty, Anshumala Shukla kulkarni, Raghavendraswami Thete, Shruti Wasnik, Parag Dhumane, Rahul Deo Sharma, Anuja Deshmukh, Stuti Gupta, Prakash Nayak, Shivakumar Thiagarajan, Virendra Kumar Tiwari, Saiesh Reddy Voppuru, Rajesh Soni, Minu Bajpai, Kamran Farooque, Rajinder Parshad, Vijay Sharma, Kuldeep Bansal, Lovenish Bains, Rohit Bhardwaj, Abhishek Mittal, Sabarirajan Ponnusamy, Rahul Ghodke, None Himani, Ashwani Kumar, Anup Gadekar, Taufiq Panjwani, Suvendu Maji, Somprakas Basu, Pankaj Kandwal, Shashank Kumar, Dharma Ram Poonia, Saravanan Sadhasivam, Chandrashekhar Mahakalkar, Yousuf Choudhury, Devishmita Das, Subhadra Goala, S Thoibisana Singha, Damayanti Singha, Asif Mehraj, Fazl Parray, Raahil Shah, Rauf Wani, Siddhi Hegde, Dr.sushil Ankadavar, Darshan Bafna, Parag Lad, Meer Chisthi, Harihara Jothi, Godwin David .C. Mathew, Livingston Abel, Ravi Kishore Barla, Santosh Benjamin, Jeremy Bliss, Geley Ete, Deeptiman James, Mark Ranjan Jesudason, Gomathi Karnan, Vasanth Mark Samuel, Rohin Mittal, Senthil K Nathan, Daniel Selvaraj, Suraj Surendran, Hariharan T D, Santhosh Kumar Thangaraj, Varghese Thomas, Mohammad Adya Firmansha Dilmy, Dedy Pratama, Adhrie Sugiarto, Ilham Utama Surya, Tamara Tango, Andi Hasyim, Ade Susanti, Teddy Saputra, Erwin Syarifuddin, Andi Asadul Islam, Khoirul Anam, Julius Albert Sugianto, Mayang Indah Lestari, Erick Gamaliel Amba, Tedy Apriawan, Roidah Taqiyya Zahra Wathoni, Yunita Widyastuti, Akhmad Yun Jufan, Mohammad Etezadpour, Hassan Mehrad-Majd, Parisa Rajaei, Mohammad Mehdizadeh, Mina Soltani, None Ali Moazami Pour, None Gholamreza Azarnia, Narges Alizadeh, None Hossein Mokarami, Shahrzad Tehrani, Majid Alborzi, Hamed Bagheri, Mohsen Eshraghi, Hassan Fatemi manesh, Seyed fakhreddin Hejazi, Mahdi Pezeshki Modarres, Ali Shafiee, Jamshid Vafaeimanesh, Elahe Hosseini, Hamed Nikoupour, Shahin Bastaninejad, Mohammadreza Firouzifar, Masoud Motasaddi zarandy, Nasrin Yazdani, Naser Yousefzadeh Kandevani, SM Javad Mortazavi, Sayedali Ahmadi, Mohammad Hossein Khosravi, Fardis Vosoughi, Mohammadreza Golbakhsh, Ali Al-Isawi, Mohammed Al-Masood, Yarub Gahtan, Abdullah Ahmed, Ahmed Hilmi, Haidar Muhssein, Catherine McNestry, Bosom Ekwere, Murtaza Essajee, Bruno Chan Chin, Amy Edwards Murphy, Christina Fleming, Niamh Foley, Padraig Gardiner, Daniel Hechtl, Mohd yasser Kayyal, Maria Lyons, Stephen O’Brien, Mei Yee Ng, Oladayo Oduola, Lylas Aljohmani, Timothy Nugent, Johnathon Harris, David Kearney, Robert Anthony Keenan, Deirdre Nolan, None Salloum, Stefanie M Croghan, Emma Donohoe, John Larkin, Thomas Hugh Lynch, Rustom Manecksha, Katharina Nagassima, Mary Barry, Carolyn Cullinane, Joseph Dowdall, Conor Hurson, Orlaith Kelly, Rory Kennelly, Aoife Kiernan, Ben Murphy, Nwabundo Njeze, Ian Sean Reynolds, Des Winter, Akshaya Ravi, Paul Ridgway, Amy Fowler, Peter McAnena, Muhammad Usaama Bahadoor, Syed Mohammad Umar Kabir, Mohamed Hamed Khalid, Syed Nadeem Mujtaba, Muhammad assam Sarwar, Michael Sugrue, Manvydas Varzgalis, Larne Jones-Whiting, Seantee Lim, Éanna Ryan, None Sara, Youssef Al-Mukhaizeem, Clare Crowley, Michael Flanagan, Amy Fogarty, Orna Glynn, Rhodri Hill, Muhammad Abdullah Khalid, Zubair Majeed, Peter McCullough, Peter Neary, Anthony Noone, John O’Kelly, Arsan Abu abed, Nadav Haim, Yehuda Hershkovitz, Omar Majadla, Igor Rabin, Osnat Zmora, Yonatan Avraham Demma, Yuri Fishman, Amicur Farkas, Yaacov Gozal, Dmitry Greenman, Israel Alexander Ostrovsky, Rivka Pardes, Tal Shahar, David Teren, Reuven Yahud, Shlomo Yellinek, Pasquale Cianci, Marina Minafra, Enrico Restini, Edoardo Bussolin, Marco De Prizio, Rezart Sulce, Elia Poiasina, Filippo Antonacci, Alessandro Arena, Angela Belvedere, Fabio Bernagozzi, Safia Boussedra, Matteo Cescon, Alessandro Cipolli, Niccolo’ Daddi, Eugenia De Crescenzo, Pierandrea De Iaco, Massimo Del Gaudio, Anna Nunzia Della Gatta, Matteo Droghetti, Federico A. Giorgini, Antonio Lanci Lanci, Michele Masetti, Francesco Minni, Daniele Morezzi, Anna Myriam Perrone, Marco Pignatti, Silvana Bernadetta Puglisi, Matteo Rottoli, Riccardo Schiavina, Matteo Serenari, Margherita Serra, Marco Tesei, Tommaso Violante, Raffaele Aspide, Alessandro Carretta, Alfredo Conti, Carla De Vita, Filippo Friso, Emanuele La Corte, Vittoria Rosetti, Carmelo Sturiale, Davide Maria Donati, Emanuela Palmerini, Bruno Berselli, Silvia Bolognesi, Francesco Farnia, Pietro Maremonti, Alessandra Razzaboni, Roberta La Mendola, Giulia Arrigoni, Gian Luca Baiocchi, Sarah Molfino, Pier Paolo Panciani, Enrico Sartori, Luca Zanin, Fabrizio Perrone, Alessandro Cappellani, Alessia Giaquinta, Rossella Gioco, Pierfrancesco Veroux, Antonio Cianci, Arturo Lo Giudice, Giorgio Ivan Russo, Giuseppe Sarpietro, Carmen Emanuela Scandura, Ida Barca, Adriano Carnevali, Gilda De Paola, Giuseppe Giannaccare, Giuseppe Sammarco, Marcello D’Andrea, Luigino Tosatto, Felice Mucilli, Angelo Muraglia, Domenico Benvenuto Giuliani, Edoardo Segalini, Alberto Daniele, Enrico Gelarda, Elena Olearo, Andrea Puppo, Valentina Testa, Andrea Porta, Arianna Birindelli, Massimiliano Bernabei, Carlo V. Feo, Edoardo Virgilio, Ilenia Bartolini, Andrea Bottari, Carlotta Checcucci, Rosita De Vincenti, Massimiliano Fambrini, Laura Fortuna, Oreste Gallo, Gherardo Maltinti, Antonio Taddei, Stefano Michelagnoli, Giuseppe Maccagnano, Vito Pesce, Giorgio Ercolani, Francesca Fappiano, Andrea Barberis, Marco Filauro, Matteo Santoliquido, Alessandra Aprile, Fabio Barra, Raffaele De Rosa, Simone Ferrero, Marco Sparavigna, Aldo Vagge, Denise Gambardella, Manfredo Tedesco, Marcello Giuseppe Spampinato, Marco Chiarelli, Samuele Grandi, Riccardo Lenzi, Luca Muscatello, Antonino Francesco Germano’, Alessandro Giani, Daniele Bissacco, Elisa Cassinotti, Lorenzo Pignataro, Sara Torretta, Daniele Armellin, Silvia Basato, Francesco Maria Carrano, Giovanni Colombo, Francesca De Lucia, Armando De Virgilio, Fabio Ferreli, Carlotta La Raja, Flavio Milana, Vanessa Rossi, Elena Russo, Sara Tamburello, Alessandro Zerbi, Davide Bona, Laura Adamoli, Mohssen Ansarin, Francesco Chu, Rita De Berardinis, Giacomo Pietrobon, Giulia Sedda, Maria Caputo, Paola Cellerino, Michele Achille Crespi, Piergiorgio Danelli, Francesco Ferrara, Domenico Baccellieri, Massimo Candiani, Arianna Casiraghi, Federica Cipriani, Paola De Nardi, Pietro Mortini, Gianluca Nocera, Mirko Pozzoni, Alessandro Ferdinando Ruffolo, Alfio Spina, Cristina Barberio, Luigi Beretta, Francesca Cavenago, Stefano Fresilli, Giovanni Landoni, Gaetano Lombardi, Stefano Bonomi, Marcello Guaglio, Laura Sala, Silvia Segattini, Micaela Piccoli, Marco Migliore, Diego Sasia, Marco Cereda, Cristina Dell’Oro, Alessandro Fogliati, Nicolò Tamini, Antonio Castaldi, Umberto Bracale, Ruggero Lionetti, Gianluca Pagano, Roberto Peltrini, Nello Pirozzi, Maria D’amico, Francesco Izzo, Ester Marra, Gianpaolo Marte, Francesco Bianco, Antonio Cappiello, Claudio Iovino, Maria Paola Menna, Francesco maria Romano, Settimio Rossi, Guido Sciaudone, Francesca Ascari, Paolo Bellora, Cristina Cerri, Giordana D’Aloisio, Maurizio Ferrari, Franco Chioffi, Pietro Ciccarino, Giulia Nezi, Guido Bissolotti, Mariano Catello Di Donna, Leo Licari, Giuseppe Salamone, Francesca Toia, Alfredo Annicchiarico, Roberto Berretta, Vito Andrea Capozzi, Antonio Freyrie, Tiziana Frusca, Vittorio Arici, Antonio Bozzani, Matteo Filardo, Andrea de Manzoni Garberini, Michele Cauteruccio, Giuseppe Caristo, Marcello Calabrò, Lorenzo Andreani, D’arienzo Antonio, Stefano Berrettini, Simone Colangeli, Camilla Cremonini, Iacopo Dallan, Gregorio Di Franco, Stylianos Korasidis, Serena Musetti, Carlo Maria Neri, Matteo Palmeri, Miriana Picariello, Erica Statuti, Dario Tartaglia, Enrico Pinotti, Stefano Maria Massimiliano Basso, Paolo Ubiali, Saverio Coiro, Simone Mele, Carlo Corbellini, Antonio Masciandaro, Filippo Carannante, Vincenzo Denaro, Erica Mazzotta, Biagio Zampogna, Matteo Cinquepalmi, Celeste Del Basso, Nicola Guglielmo, Roberto Luca Meniconi, Giovanni Sinibaldi, Annamaria Agnes, Francesco Belia, Valentina Bianchi, Valerio Cozza, Valeria Fico, Pietro Fransvea, Antonio La Greca, Francesco Litta, Marco Maria Pascale, Tedesco Silvia, Maria Benevolo, Flaminia Campo, Maria Gabriella Dona’, Paolo Marchesi, Riccardo Mastroianni, Francesco Mazzola, Silvia Moretto, Gerardo Petruzzi, Barbara Pichi, Gabriele Tuderti, Vittoria Bellato, Michele Grande, Lorenzo Petagna, Bruno Sensi, Placido Bruzzaniti, Flavia Ciccarone, Pierfranco Maria Cicerchia, Bruno Cirillo, Giancarlo D’ambrosio, Giorgio De Toma, Pietro Familiari, Giovanni Battista Fonsi, Francesco Pata, Andrea Picchetto, Maurizio Salvati, Valentino Valentini, Martina Zambon, Giuseppa Zancana, Emma Zuppi, Mohsen Ibrahim, Cecilia Menna, Erino Angelo Rendina, Giulio Accarino, Accarino Giancarlo, Caterina Froiio, Chiara Copelli, Pasquale Di Maio, Marco Giudice, Cristian Altana, Sandro Ciccarello, Maria Laura Cossu, Francesco Dessole, Salvatora Dettori, Massimo Madonia, Marco Petrillo, Franco Piredda, Davide Rizzo, Fabrizio Scognamillo, Damiano Soma, Anna Rita Tanca, Luigi Marano, Anna Lisa Pesce, Stefania Angela Piccioni, Luca Resca, Franco Roviello, Alberto Abrate, Guglielmo Clarizia, Marco Franzini, Antonio Fratto, Alessandro Grechi, Elisa Scarnecchia, Vincenzo Maiuri, Francesca Dalprà, Enrico Battistella, Maurizio Romano, Giada Aizza, Nicolò de Manzini, Davide Drigo, Manuela Mastronardi, Silvia Palmisano, Laura Bardelli, Giacomo Borroni, Lorenzo Livraghi, Mara Palumbo, Alessandra Zullo, Chiara Vignotto, Andrea Caravati, Carlotta De Cristofaro, Tommaso Giuliani, Alfredo Guglielmi, Corrado Pedrazzani, Giovanni Butturini, Gianluigi Moretto, Francesco Mastriale, Stefano Olmi, Tetsuya Kushikata, Tasuku Oyama, Mizue Kamiyama, Kentaroh Tarao, Takayuki Yamada, Toshiya Shiga, Yoshihiko Deguchi, Tatsuki Hoshino, Hiroyuki Inoue, Shingo Ito, Emi Takano, Masae Yamamoto, Yuka Matsuki, Takashi Matsumoto, Atsushi Sawada, Kozo Sato, Jun Makino, Toshiyuki Mizota, Hiroshi Yonekura, Haruka Ishikawa, Yu Kaiho, Munehiro Ogawa, Shunji Endo, Yoshinori Fujiwara, Hisako Kubota, Toshimasa Okada, Yoji Hisamatsu, Taku Michiura, Okazaki Satoshi, Tomoyuki Fujita, Satsuki Fukushima, Yuji Otsuka, Ikumi Sawada, Morikazu Miyamoto, Tetsuro Isada, Qaed Bani Amer, Yuki Fujimoto, Norifumi Kuratani, Misa Takada, Shusaku Noro, Naoto Kuroda, Yukiyasu Okamura, Katshuhiko Uesaka, Kento Kuroda, Nobutsugu Abe, Tadao Ando, Kouichi Hirano, Yoichi Kobayashi, Akira Motoyasu, Hikari Noguchi, Atsushi Tajima, Satoshi Toyama, Tokujiro Uchida, Yuri Furukawa, Yoko Hasumi, Katsuyuki Iida, Tatsuhiko Ikeda, Shigeki Kuzuhara, Naoya Yamamoto, Mari Yamamoto, Toshiya Yokota, Yuki Yoshioka, Akira Kawai, Yoshinori Nakata, Shigehito Sawamura, Takayuki Kobayashi, Majdi Ali Alqudah, Mera Alrabadi, Qais Owais, Aseel Smadi, Huthifa Abunawas, Mohammad Alhawatmeh, Abdel Rahman Mohannad Ahmad Alwardat, Slsabela Dhoon, Enas Jaradat, Teeba Mubaydeen, Sayel H. Alzraikat, Rand Y. Omari, Haya H. Suradi, Murad Al Abdallah, Zakaria Al Bdour, Mohammad Al-thaher, Tareq Alnajjar, Mohammad AlZaatreh, Faris Ayasra, Ibrahim Ghayada, Khaled Moh’d Ahmed Hasanein, Anas Hassouneh, Raid Hijazeen, Barihan Khasawneh, Qusai Semrin, Mohammad Theab, Alaa Abazeed, Moh’d Mujahed Alkurdieh, Mohammad Hammouri, Sereen Khader, Hamza Abu Obead, Hadeel Abudari, Nimer Al-azzeh, Ali Al-Darabah, Mohammad Al-Qannas, Subhi Ashour, Reem Chabaan, Ahmad Fawzi, Manal Haij, Esraa Hassouneh, Zainab Ibrahim, Ishak Mohamed, Mahmoud Qandeel, Faisal Qassem, Marwan Shorman, Sandra Nofal, Mohammed Salameh, Ghaidaa Sanjuq, Alaa Sharabi, Alaa Sweiti, Eman Baninasr, Amro Abuleil, Mohamad K. Abou Chaar, Motasem Al-latayfeh, Abdel-Ellah Al-Shudifat, Abd Almonem Shaikh Ahmad, Laith Abu Abed, Mohammad Allouzi, Sari Almi’ani, Abdulhakim Alsaiad, Maher Daoud, Omar Dawod, Saba Fadli, Elmi Ahmed Mohamed Jimaale, Zaki Qulaghassi, Mohammed Al-howthi, Laila Ababneh, Roba Ababneh, Ahmad Al Khassawneh, Ahmed Al Sharie, Tawfik Al-Dabaa, Salsabeel Al-Jarrah, Qutaiba Alshannaq, Rima Alsulaiman, Ziad Audat, Saja Bdour, Ro’a Khatatbeh, Fares Marji, Dima.Y Abu Ismail, Luai Abu-Ismail, Mai Alzoubi, Malak Alzoubi, Hasan Hussein, Shireen Rawashdeh, Adnan Ababneh, Basil Abu-Eisheh, Hana’ Al Shurman, Hussam Al-atiyah, Anas Aljaiuossi, Sara Hamdoni, Mukhtar Kulimbet, Orazbek Sakhov, Ildar Fakhradiyev, Shynar Tanabayeva, Baurzhan Zhussupov, Sultan Amrayev, Yerlan Kukubassov, Robert Parker, Claude Mwaria, Muthoni Kibunyi, Claire Mailu, Lydia Osea, Omar Hirsi, Mustafa Dashti, Shuaib Aldalal, Ous Alozairi, Tariq Al-Shaiji, Omar Alhunaidi, Ali Aljewaied, Ahmed Farag, Salah Termos, Armands Sivins, Ingus Arnolds Apse, Aleksejs Kaminskis, Jānis Pāvulāns, Rania Itani, Mustafa Owiedat, Ingrid Antonios, Rita Milan Moussa, Ali H. Abdel Sater, Bassem Souleiman, Peter Ghiya, Ghinwa Fakih, Khalil Tamoos, Taha Abdulrahman, Hayat Omar Abunaaja, Abd El Jawad Al Gasi, Faraj Al maadany, Sara Alsaeiti, Fatimah Elkhafeefi, Tarek Alhouni, Hana Alkeelani, Rauoof Alkuwafi, Osama Elbargathe, Mustafa Elfadli, Asma Elmahgoub, Arowa hassan abdulrahman Alansari, Awatif Alhaje, Aaya Haron, Suhir Alsuwiyah, Samer Khel, Rowaida Yousef, Ma’aly Abuhlaiga, Ahmed omar Abushahma, Alhosen Saleh M Aldelensi Alzubi, Mohamed alnaser Alnehum, Ahmad Alzedam, Faisel Matoug, Burooj Mohammed, Mohamed Sawalem, Elhusain Kamoka, Abdulrauf Salamah, Saedah Abdeewi, Mabroka Eshnaf, Mohammad Yahmad, Omar Aljuroushi, Hajer Attia, Ayyah Emran, Ashraf Samer, Duha milad Abdullah, Esraa Ben esmael, Fatma Benmasoud, Laila Debri, Balkees Younis, Amna Elmabrouk, Ameerah Mahdi Abraheem Hasan, Taha Suliaman, Mohammed Alawami, Entisar Alshareea, Tomather Aribi, Amani hamid Lamari, Mohammed Mufth, Sarah Aburima, Asmaa Al shukri, Rehab Alarabi, Aisha Alelwany, Rasha Bashir, Ahmed Elhadi, Esraa Elkouba, Ibrahim Ellojli, Nabiha Elmsherghi, Arwa Haidar, Hala Helal, Eslam Kriem, Laila Turshani, Mohammed Alayan, Hayat Ben Hasan, Najat Shaban Ben Hasan, Rabab Shaban Ben Hasan, Zilvinas Dambrauskas, Inga Dekeryte, Akvilė Koženiauskaitė, Almantas Maleckas, Linas Venclauskas, Justas Zilinskas, Vilius Syminas, Oleg Aliosin, Agne Cizauskaite, Jonas Jurgaitis, Vytenis Mikutaitis, Narimantas Evaldas Samalavicius, Algirdas Slepavicius, Bernardas Vasiliauskas, Audrius Dulskas, Albertas Cekauskas, Aiste Gulla, Arunas Zelvys, Audrey Noël, Maheriandrianina Fanambinana Voahary Rajaonarivony, Herimampionona E Andriantsoa, Luc Hervé Samison, Guillaume Odilon Tsiambanizafy, Corinne Eulalie Solo, Fanonjomahasoa Safiry Andofenohasina, Angelin Sablon Herinirina, Andre Das, Mohd Firdauss Osman, Jien Yen Soh, Zaidi Zakaria, Kheng Hooi Chan, Syamim Johan, Jin Jiun Mah, Sentilnathan Subramaniam, Mohd Razali Ibrahim, Abd Jabar Nazimi, Pavin Bal, Ahmad nazran Fadzli, Suniza Jamaris, Yeong Sing Lee, Jeffery Zk Lim, Siti Farhan Moh Pauzi, Ashvin Krishna Nair, Doris Sin Wen Ng, Yuki Julius Ng We Yong, April Camilla Roslani, Rahmah Saaid, Neha Sethi, Syeda Nureena Syed Jafer Hussain Zaidi, Li Ying Teoh, None Islah Munjih, Mohd Yusof Sainal, Mat Salleh Sarif, Richelle Chua, Abdul Rauf bin Ahmad, Yii Ling Lau, Ka Yee Liew, Kandasami Palayan, Noorneza Abdul Rahman, Fatin Firman, Nik Mohd Hazleigh, Mohd Fairudz Mohd Miswan, Akmal Zulayla Mohd Zahid, Mohd Yusoff bin Yahaya Yahaya, Ahmad Ramzi Yusoff, None Darryl, Svetlana Brincat, Clifford Caruana, Daniel Mario Chircop, Viktoria Czok, Esther Muscat, Mohsin Hassan Khan Roshan, Nicholas Schembri, Cedillo Rodrìguez Jonathan Rubén, Antonio Rojas Aguilar, Erik Efrain Sosa Duran, Diego Arroyo, Hector Martinez-Said, Heriberto Medina-Franco, Martha Patricia Pérez de León Vázquez, Fidel Soto Hernández, Juan Ignacio Stenner, Carlos Jose Zuloaga Fernandez del Valle, Carlos Andres Colunga Tinajero, Guillermo Yanowsky-Reyes, Aldo Camacho Gomez, Esteban Cueva-Martinez, Oscar Durán Anguiano, Miguel García Castillo, Alejandro Gonzalez Ojeda, Erick Alonso González-García de Rojas, Jose Aldo Guzman Barba, Juan Carlos Ibarrola Peña, César Íñiguez Martínez, Francisco Javier Llamas- Macias, Gabriela Ambriz Gonzalez, Eduardo Morales valencia, Blanca Santos, Juan Roberto Torres Cisneros, Katya Bozada-Gutiérrez, Maria Regina Alvarez, Marco Antonio de la Rosa Abaroa, Roberto Hernandez, None Bernardo, Ernesto Anaya, Ricardo Arceo-Olaiz, Sonia Lopez Flores, Nereida Esparza Arias, Esmeralda Romero Bañuelos, Rosa Salcedo-Hernández, Gabriela Alejandra Buerba, Carlos Chan, Daniel Garay Lechuga, Carlos Hinojosa, Miguel Ángel Mercado, Emmanuel Peña Gómez Portugal, Oscar Emmanuel Posadas-Trujillo, Karla Yareli Hernandez Skewes, Roque Delfino Licona-Meníndez, Fernanda Romero Lechuga, Oscar Roque, Roberto Ángel Núñez-González, Alfonso Alvarez Manilla Orendain, Felipe Garcia, Juan Antonio González León, Marlin Guzman, Dorihela Herappe, Ricardo Lerma, Fabián Hilario Mendoza Pedraza, Monica Noguez Castillo, Jose Anatolio Resendiz, Laura Elena Fernandez Rios, Pamela Frigerio, Iset Garcia, Gloria Isela Mendoza Frías, Alejandra Anzures Mendoza, Luis Hdez Miguelena, David Zarate Saenz, Miguel angel Zavala gonzalez, Francisco Andrade González, Ludivina Cortes, Radu Gurghiș, Burmaa Sanjaa, Rita Ait benhamou, Mounir Rghioui, Sarra Saaf, Ahmed Letrache, Meryem Zekhnini, Wijden Abichou, Salma Baroudi, Chiraz Hassoun, Ouijdane Zaim, Yasser Arkha, Hajar Bechri, Meryem Benchekroun Belabbes, Zaineb Benslimane, Lina Boualila, Abdessamad El Ouahabi, Leila Essakalli Hossyni, Adam Tagmouti, Zakaria Houssaïn Belkhadir, Amine Benkabbou, Saber Boutayeb, Brahim El Ahmadi, Abdelilah Ghannam, Taha Kabbaj, Anass Mohammed Majbar, Marcel Didier Ndayishyigikiye, Fillipus Ndatewapo, Peter Ngungi Njuki, Jenevive Abrahams, Subarna Bhusal, Yam Dwa, Frank Bloemers, Marc Besselink, Paul van Amstel, Ludi Smeele, Niels Harlaar, Sjirk van der Burg, Milou Noltes, Pieter Steinkamp, Josephine Franken, Steven Oosterling, Peter Nolte, Ian Alwayn, Andries Braat, Ben Goudsmit, Fenna E.M. van de Leemkolk, Kim Albers, Harry Van Goor, Tessa M. van Ginhoven, Donald Schweitzer, Wouter Leclercq, Peter-Jan Vancoillie, Joop Konsten, Frank den Boer, Kaveh Djamali, Naji Ghamri, Reece Joseph, Samuel Lie, Sue Olliff, Daniel Wood, Chris Furkert, Rebecca Teague, Eric Lim, Jared Mclauchlan, Ramez Ailabouni, Mohammed Alqassab, Robyn Hawkins, Joseph Baker, Cindy Xin Yi Ou, Vidit Singh, Brytt Frunt, Prashant Lakshman, Nigel Henderson, Jeong Ha, Maira Haimona, Steffanie Jury, George Weeratunga, Henry Witcomb Cahill, Hameedat Opeyemi Abdussalam, Aminat Olayinka Ahmed, Ademola Adeyeye, Victor Kayode-Nissi, Innih Kadiri, Stella Oduah, Julius Olaogun, Mohammed Abdull, Mohammed Kabir Abdullahi, Abubakar Bappah Ja’afar, Umma Hani Ja’afaru, Husseini Yakubu Mohammed, Ekaniyere Edetanlen, Oseihie Iribhogbe, Omorodion Irowa, Nnamdi Nwashilli, Osarobo Obahiagbon, Ngozi Onyeagwara, Eustace Oseghale, Osarenkhoe Osemwegie, Philip Osho, Bolaji Akanni, Uchechukwu Ezomike, Kelechukwu Okoro, Blasius Okwara, Khalifa Abdulsalam, Eyaofun Agida, Hafees Ajibola, Adeka Benard, Amina Buba, Sefiu Eniola, Aliyu Isah, Anne Olute, Olabisi Osagie, Idoko Pius Ogolekwu, Samuel Ademola, Oludolapo Afuwape, Israel Daodu, Ifeanyichukwu Kelvin Egbuchulem, Taiwo Akeem Lawal, Onyekwere Nwaorgu, Izegaegbe Obadan, Olubunmi Odeyemi, Omowonuola Ogundoyin, Oghenekevwe Okere, Ajibola Oladiran, Naomi Olagunju, Olayinka Olawoye, Adeola Olusanya, Oyeleye Oyelakin, Ebere Ugwu, Adesoji Ademuyiwa, Oluwole Atoyebi, Chris Bode, Ihediwa Chibuike George, Francis Ezenwankwo, Adedeji Fatuga, Oluwaseun Ladipo-Ajayi, Rufus Wale Ojewola, Adeyemi Okunowo, Justina Seyi-Olajide, Aloy Okechukwu Ugwu, Idowu Adebara, Olabisi Adeyemo, Oluseyi Banjo, John Obateru, Owolabi Ojo, Abiodun Okunlola, Fatudimu Oluwafemi, Aderinsola Adelaja, Kazeem Atobatele, Olabamidele Ayodele, Funmi Bello, Olufunmilade Omisanjo, Adewale Aderounmu, Adewale Adisa, Temitope Ajekwu, Samuel Ajekwu, Adeleke Akeem Aderogba, Simon Balogun, Olugbenga Ojo, Olalekan Olasehinde, Adebayo Olugbami, Funmilola Wuraola, Tajudeen Mohammed, Abdulrahman O. Afolabi, Isiaka Aremu, Gbadebo Ibraheem, Peter Olalekan Odeyemi, Afusat Olabinjo, Hadijat Olaide Raji, Hafeez Salawu, Kenechukwu Uche-Okonkwo, Olalekan Anipole, Oluwaseyi Adesina, Kenneth Enwerem, Mercy Isichei, Ifeanyi Aghadi, Stephen Kache, Jamila Lawal, Matthew Taingson, Nuhu Yusuf, Danjuma Sale, Idris Usman Takai, Sani Ali Aji, Lofty-John Anyanwu, Nafisatu Bello-Muhammad, Ibrahim Umar Garzali, Muhammad Ghazali Hasheem, Sadiq Hassan, Mustapha Ibrahim Usman, Mahmoud Kawu Magashi, Ibrahim Aliyu Mukhtar, Callistus Nwachukwu, Ibrahim Suleiman, Maryam A, Farrukh Mahmood, Mohammed Salihu, Chukwuma Okereke, Justina Omoikhefe Alegbeleye, Abimbola Awopeju, Sotonye Fyneface-Ogan, Terhemen Kasso, Ijeoma Onwuagha, Babatunde Salami, Okeoghene Ajagha, Mudi Awaisu, Stanley Emeka Nwabuoku, Nasir Oyelowo, Musliu Adetola Tolani, Venko Filipce, Vladimir Rendevski, Blagoj Shuntov, Lazar Todorovic, Katerina Jovanovska, Bisera Nikolovska, Igor Peev, None Asha, Ayman Al Amri, Ghalib Al Badaai, Zainab Al Balushi, Maather Al Farsi, Mohammed Al HOSNI, Moza Al Kalbani, Nihal Al Riyami, Maha Al shaibi, Abdullah Al-Mujaini, Hanadi AlBusaidi, Mohammed Alwashahi, Adil Alzadjali, Khadija Dalmar, Bashar Dawud, Mohamed Mourad Gargouri, Farman Ali Laghari, attibele Palaksha Manjunatha, Joseph Kunju Mathew, Rahil Muzaffar, Hafsa Ismail Ibrahim Naiya, Silja Pillai, Ferdous Rahim, Edwin Stephen, Shahzad Younas, Mishal Fatima, Ayesha Javed, Fatima Tuz Zahra Shakir, Riaz Hussain Siddiqui, Rizwan Sultan, Danish Syed, Ishtiaq Ur Rehman, Shahrukh Warraich, Mohammed Amir, Saleha yurf Asghar, Ali Haider Bangash, Arooj Ahmed, Mehwish Ansar, Muhammad Arslan, Sumaira Ashraf, Abeer Irshad, Farheen Khan, Dr Ali Shami, M Burhan Ul Haq, Shahzad Hussain Waqar, Shahnoor Ahmed, Kunwar Armash Ahsan, Ramsha Akhund, Uzma Chishti, Waqqas Haroon, Nausheen Kassam, Abbas Kazmi, Muhammad Osama Khan, Sameeta Kumari, Muhammad Jehangir Malik, Maheen Mansoor, Areeba Mubarik, Falak Naz, Javeria Bilal Qamar, Haleema Sadia, Mohammad Safri, abida K. Sattar, Muhammad Ahsan Iqbal Siddiqui, Usama Waqar, Asad Ali Kerawala, Muhammad Ali Ghufran, Amjad Siraj Memon, Lajpat Rai, Khursheed Ahmed Samo, Manisha Aswani, Shahneela Manzoor, Shoaib Muhammad, Inshrah Moin, Muhammad Kazim Rahim Najjad, Kashif Zia, Shafqat Ali Shaikh, Bushra Ayub, Dr Hussaini, Wajahat Kamal, Zeeshan Uddin Mughal, Areeba Nadeem, Fatima Nayyer, Kanwal Nisa, Yaseen Rauf, Shah Masabat Saleem, Raza Sayyed, Aaqil Shah, Safia Siddiqui, Nida Tariq, Mehroz Zamir, None Hafiz Muhammad Arif, Ehsan Ahmed, Jawad Ahmed, Bilal Akbar, Abrar Ashraf Ali, Zafar Iqbal, Muhammad Khurram Jameel, Muhammad Haris Janjua, Azwa Janjua, Syed Asghar Naqi, Fatima Naumeri, Umer Nazir, Yaseen Rafi, Irfan Saleem, Ayesha Shaukat, Hafiz Saqib Sikandar, Fatima Tu zahara, Ahsan Ali, Muhammad Jawad, Hamza Noman, Dr Hassan Taha, None Dr. Gul e Raana, None Muhammad Ghulam Qadir, Imran Ali, Muhammad Asjad, Mahmood Ayyaz, Luqman Ali Bajwa, Samiullah Bhatti, Usman Butt, Muhammad Haris Chishti, Muhammad Hassan, Usman Hassan, Khizar Hayat, Rohma Khan, Usman Latif, Faizan Majeed, Kiren Malik, Muhammad shoaib Nabi, Muhammad Hamza Sadiq, Komal Saeed, Kiran Sarfraz, Rubina Sohail, Bilal Syed muhammad, Usama Umair, Shafqat Wasim, Tayyiba Wasim, Muhammad Imran Anwar, Ammar Ali, Muhammad Aslam, Muhammad Sher e Murtaza, Umer Farooq, Siddique Ahmad, Fouzia Faizi, Hamza Khan, Waleed Mabood, Muhammad Shaheer Akhtar, Hasbi Allah Amin, Bakhtawar Ayub, Muhammad Basir, Hina Gul, Muhammad faisal Khan, Aiman Moeen, Obaid Mohmand, Rehana Rahim, Tanveer Shafqat, Shams Ur Rehman, Mashal Daud, Rubaba Abid, Tallat Farkhanda, Sobia Malik, Ruqyyah Salim, Aneela Shaheen, Faryal Ahmed, Zarafshan Amjid, Daniyal Ishtiaq, Saad Javed, Ramisha Naseer Nagra, Maleeha Saleem, Bushra Saleem, Raja Khalid Shabbir, Eesha Yaqoob, Azka Shaheen, Hadeel Awad, Dalia Wafi, Ibrahim Al-Slaibi, Hussam I. A. Alzeerelhouseini, Roaa Aljunaidi, Adham Amro, Farah Shaheen, Balqis Shawer, Daleen Shehadeh, Khaled Demyati, Homero Rodriguez-Zentner, Domingo Javier Aguilera Maidana, Amalia Bogarin, Edulfo Britez Barrios, Luz Maria Cespedes Ramirex, Antonella Dragotto, Celso Ariel Fernandez, Claudia Gauto, Nadia Gómez, Liz Karina, Walter Martínez, Sergio Mora, Lidia Noguera Roman, Lorena Ocampos, Alma Maria Ojeda Rojas, Jorge David Vera Florentin, Jacob Vömel, Maria Esther Ferreira Aguilera, Derlis Osorio, Paulo Villanueva, Sandra Elizabeth Centurion Rolon, Rozana Ohara, Juan Marcelo Portillo, Ruben Milciades Varela Cano, Francisco Vidal Candia, Carlos Chirico, Sofia Belen Diaz Pineda, Diego Alfonso Paiva Vera, Daniel Cantero, Jessica Centurión, Ricardo Ignacio Olmedo Bareiro, Dayhana Duarte, Juan Marcelo Delgado Godoy, Helmut Alfredo Segovia Lohse, Cristhian Chavez Rivaldi, Maria Jose Martinez Velázquez, Brayan David Pedroso Alvarenga, Rosa Sánchez, Herald Rene Segovia Lohse, Glenda Marina Falcon Pacheco, Estefany Angela Flores Anaya, Evy Yamil Huaman Huallanca, Karla Melissa Marchan Palma, Arazzelly Del Pilar Paucar Urbina, Jorge Ordemar, Manuel Quiroz, Jose Rios Chiuyari, Christian Lozano, Martin Ormeño, Darwin Artidoro Quispe-Cruz, Gaby Susana Yamamoto Seto, Claudia Arias, Jose Maria Silva Barandiaran, Regina Amparo Ugarte Oscco, Cesar Alberto Vergel Cabrera, Gian Mendiola, Adolfo Salazar, Joel Jesús Sánchez Estupiñan, Roy Arangoytia, Jorge Luis Bustamante Polo, Darwin Oliver Desposorio Armestar, Aldo Lopez Blanco, Jaime Moreno, Daniel Cardenas, Carlos Shiraishi Zapata, Andrei Cesar Abella, Monica Maria Bejasa, Cristeta Unira, Carlo Angelo Cajucom, Charmagne Loren Ramos, Avril David, John Isaac Merin, Nipseey Pauloe Candelario, Marc Paul Lopez, Khrissa Lea Elisa Violago, Mark Jheric Tesil, Alyssa Carmina Almelor, Jaime Jr. Almora, Jeric Arbizo, Diana Barretto, Pauleen de Grano, Jojiemar De Pano, Juan Miguel Roberto Delgado, Heather Grace Dulnuan, Carlo Elises, Ana Melissa Hilvano-Cabungcal, Gerardo Legaspi, Nikko Magsanoc, Jaysonnel Notario, Marie Dione Sacdalan, Jan Armelynn Santos, Abigail Sarmiento, Dennis Serrano, Samantha Siahetiong, Charmaine Grace Valeros, Vincent Venida, Hans Edison Yap, Grace Lynn Estanislao, Anne Kathleen Ganal-Antonio, Josephine Alexandra Lim, Mariles Nazal, Amanda May Ong Vaño, Ron Daniel Rivera, Jose Antonio Salud, Avegail Niña Uy, Jesus Jr Dabalos, Kenneth Yabut, Jose Carlos Barcelon, Jo Ann Chiu, Jan Kotarski, Filipa Ferreira, José Guilherme Gonçalves Nobre, Susana Henriques, Alexandre Macedo, Cláudia Mendes, Melissa Silva, Rui Ribeiro, Jos´é Santos, Pedro Serralheiro, Liliana B. Sousa, Filipe Paiva-Santos, Anabela de Sousa Salgueiro Oliveira, Paulo Santos-Costa, Constança Azevedo, Joana Bolota, Joana Oliveira, Mário Pereira, Miguel Rocha Melo, Pedro Henriques, Maria Isabel Manso, Gildasio Martins dos Santos, Rute Pereira, Tatiana Revez, Vera Inês Ribeiro, João Teixeira, Paulo Alves, Miguel Neves, Inês Sousa, Ana Campos, Luis Galindo, Ricardo Girao, Nelson Silva, Jose Henrique Albuquerque Messias, Filipa Fonseca, Inês Salgado, Patrícia Santos, Joana Patena Forte, Maria Luís Sacras, Filipe Neves, Catarina Gil, Joana Isabel Almeida, Tiago Correia de Sá, Leticia Lima da Cruz, Nuno Machado, Joana Marialva, Cristiana Pereira, Ana Ribeiro, Pedro Valente, Ana Fazenda, Juan Rachadell, Liliana Sequeira, José Davide, Eurico Emanuel do Vale Gonçalves de Castro Alves, João Oliveira, Juliana Almeida Rego, Vítor Alvarenga, Duarte Nuno Amaro, Vítor Devezas, Nuno Dias, Carlos Silva Faria, Fabio Gomes, Hugo Meleiro, André Pereira, António Pereira-Neves, Teresa Pina-Vaz, Gabriela Pinheiro, Sílvia Pinho, Pedro Ramos, Patricia Ramos, Rodrigo Vilares Morgado, Rita Canotilho, Ana Margarida Correia, Ana Paula Ferreira Pinto, Mariana Claro, Daniel Costa Santos, Carlos Boto, Rita Branquinho, Sónia Rodrigues, Gonçalo Guidi, Clara Leal, Luís Machado, Prescillia Marques, Daniela Martins, Mariana Morais, Sara Nunes, Rita Sapage, Rita Sousa, Diogo Sousa, Ricardo Vaz Pereira, Susana Lima Oliveira, Samir Abdalla, Fahad Aurif, Nasir Muzaffar, Khalid Ahmed, Mohammed Al Dosouky, Mohannad Al-Tarakji, Saif Almudares, Ahmed Elaffandi, Muhammad Muslim, Amjad Qabbani, Amjad Shah, Mohammad Burhan Khan, Musab Murad, Victor Costache, Tudor Ștefan Dumitrescu, George-Ovidiu Muntean, Aurel Mironescu, Cosmin Bezede, Octavian Enciu, Sergiu Catalin Baraian, Cristina Niculae, Daniela Filipescu, Raluca Goicea, Vlad Alexe, Olivia Batog, Madalina Iliescu, Sebastian Ionescu, Octav Ginghina, Andrei Bogdan Văcărașu, Radu Costea, Lucian Negreanu, Narcis Octavian Zarnescu, Andras David, Miruna Babut, Alma-Andreea Corpodean, Cătălin Dumitraș, Ignat Florin, Patricia Jako, Katinka Kallos, Gabriel Lazar, Sergiu Matei, Maximilian Muntean, Alexandru Petrusan, Bogdan Petruț, Irina-Maria Puscas, Calin Tohatan, Sorinel Lunca, Ana-Maria Musina, Natalia Velenciuc, Vsevolod Kuzkov, Makhmud Ramazanov, Veronika Budyakova, Anokhin Evgeny, Stoian Iudin, Ilya Karpov, Mikhail Kurtenkov, Andrey Litvin, Artem Pobelenko, Vladimir Durleshter, Pavel Markov, Andrey Kriger, Abdula Magomedaliev, Mirzemagomed Pirakhmedov, Erin Sergey, Sergey Barkhatov, Sergey Efetov, Kirill Lazarev, Irina Rudenko, Darya Shlyk, Ludmila Sidorova, Tatyana Garmanova, Victor Kakotkin, Valery Kubyshkin, Daniil Markaryan, Sergey Gordeyev, Zaman Mamedli, Zinaida Galchikova, Maria Shemetova, Emin Sugaipov, Pavel Suvorin, Kirill Usachev, Vladimir Varvarin, Анна Маланова, Yulia Frolova, Konstantin Petrenko, Татьяна Македонская, Alexey Yanishev, Kiselev Nikolai, Gaik Torgomyan, Vitaly Dorofeev, Igor Panov, Oleg Perepelitsa, None Alexey, Nikita Burlov, Mariia Karpenko, Kirill Shostka, Evgeny Zagaynov, Николай Манкевич, Oleg Ten, Aleksandr Zakharenko, Gleb Kim, Dmitry Shkarupa, Andrei Shulgin, Nepomnyaschaya Swetlana, Alexey Trofimow, Denis Zinkevich, Anna Zolotoukho, Дмитрий Байбуз, Evgeniy Drozdov, Petr Chavkin, Saydash Shamsutdinov, Abakar Abdullaev, Mahir Gachabayov, Анна Кудрявцева, Sandrine Umutesi, Ngoga Eugene, Lule Joseph, Nzabamwita Liliane, Daniel MUHIRE Runanira, Jean Paul Shumbusho, Ian Shyaka, Alphonse Marie Sibomana, Achille Bizimana, Gisele Bunogerane Juru, Gasengayire Gilbert, Magnifique Irakoze, Severien Muneza, Emmanuel Munyaneza, Steven Nshuti, Jeannette Nyirahabimana, Immaculee Mutimamwiza, Irénée Niyongombwa, Mushabab Alshahrani, Abdulaziz Alghamdi, Abdulrahman Almutawa, Musaed Rayzah, Reda Abd ElGhany, Ahmed Al Ameer, Dauda Bawa, Mohammed Elzain, Fadi Wakill, Mir Fahiem-ul-Hassan, Mohammed Al Duhileb, Ghaleb Alazzeh, Thabet Alghazal, Abdulrahman Alkhatib, Bikheet Almatar, Manal Alnaimi, Munir Alsuwaimel, Ameera Balhareth, Malak Abutaleb, Mohammed Ageeli, Barrag Alhazmi, Saud Alkhayrat, Mohammed Miftah, Sameer Otayfah, AbdulRahman Sari, Mohammed Alsadiq, Mohammed Fouad, Othman Iskander, Samer Al Athath, Mohammed Alharthi, Muhannad Bayazid, Osman Al-Radi, Abdulmalik Altaf, Fatima Arab, Mohammed Bangash, Mohammed Basendowah, Deema Farsi, Ali Farsi, Alaa Habeebullah, Ziad Malibary, Mohammed Nassif, Anfal Nawawi, Abdulrahman J Sabbagh, Salma Sait, Abdulaziz Saleem, Nora Trabulsi, Abdulaziz Alghamdi, Bassam Altalhi, Turki M Alzaidi, Samiullah Mughal, Mustafa Samadony, Awwadh Althobaiti, Hadi Hakami, Mohammed Al Jamahir, Hajr Al Wadei, Ali Al-Qannass, Qusay Al-Qurashi, Ibrahim Albakry, Samer Alkarak, Omar Alkhanbashi, Mashhour Alqannas, Mazen Alsakkaf, Mohammed Alzamanan, Taher Mahnashi, Rawabi Mohammed, Youssef Taha, Ohood AlAamer, Abeer Alaglan, Lolwah Alriyees, Meaad Alromaihi, Maryam Alsafi, Jawaher Alsahabi, Nahar Alselaim, Khalid Bin Saad, Ahmed Binjaloud, Hattan Dagestani, Muath Abaalkhail, Muhammad Abukhater, Ghiath Al Saied, Majed Albarrak, Ahmad Alghamdi, Mofarej Alhogbani, Aisha Mansoor Ali, Fatema Almushawah, Loai Alqahtani, Saad Alqasem, Mohammed AlRayih, Khaled Alsaleh, Alanoud Alsamari, Abdulaziz Alshammari, Zeyad AlSolami, Fahd AlSubaie, Yazeed Alsuliman, Saleh Alsuwaydani, Saud Alzahrani, None Alanoud, Ahmed Abu-Zaid, Mohammad Aburahmah, Lama Al Humaid, Mohammad Al-Qattan, Amira Alabbasi, Ahmed Alahmari, Sara Alaqel, Ali Alassiri, Khalid Aldaghiri, Ammar Alhaidari, Alaa Alhazmi, Norah Alhazzaa, Amal Alhefdhi, Boshra Alhelal, Meshari Alhuthayl, Abdullah Alkassim, Wafa Alkhayal, Ali Almalaq, Osama Almalik, Felwa AlMarshad, Meshal Almeshal, Hadi Almohsen, Hanan Almutairi, Osama Alomar, Abdulmajeed AlQahtani, Saad Alqarni, Fay Alresaini, Musab Alsakka, Muhannad Alsemari, Jaffar Alshahri, Saud Alshanafey, Yasir AlShehri, Thuraya AlSumai, Assma Altaher, Ibrahim Asiri, Faisal Farrash, Maher Hassounah, Abdulaziz Jarman, Sabreen Maqbol, Mohamed Amir Mrad, Eyas Othman, Rajeev Pant, Peter Spangenberg, Maha Tulbah, Nadia Ajomah, Rami Alghamdi, Abdullah Almufarrih, AlHanouf Alsaloom, Norah Alsubaie, Abu Talha Siddiqui, Kaleem Ahmed, Abdulrazag Ajlan, Khalil Alawi, Lolowah Alghuson, Hani Alhalal, Basmah Alhassan, Fawzi Aljassir, Abdullah Aljunaydil, Waleed H. Alkhamis, Ahmad Almalki, Jalal Alowais, Nuha Alsaleh, Hisham Alsanawi, Reem Alyahya, Meshari Alzahrani, Ali Bassi, Nayef Mansour Alshammari, Hatan Mortada, Yasser Sabr, Turki Alajmi, Muath Alrashed, Tareq Alsabahi, Talal Altahan, Mohammad Altuwaijri, Muath Alwabel, Mosa Alzahrani, Jubran Al Faifi, Saad Alobaysi, Nawaf Modahi, Khaled AI Nwijy, Turki AI Zahrani, Feras Alahmad, Dr Yousef Alalawi, Ahmed Awaji, Sherif Emara, Nizar Musawa, Mahmoud Zakaria, Waleed Althobaiti, Ivan Paunovic, Nouf Alajaji, Nenad Ivanović, Stefan Kmezić, Djordje Knezevic, Zoran Krivokapic, Stojan Latinčić, Velimir Markovic, Marko Miladinov, Aleksandar Ninic, Pavle Gregoric, Zlatibor Loncar, Ivan Bogdanovic, Filip Milisavljević, Aleksandra Paunovic, Aleksandar Trivic, Uros Bumbasirevic, Aleksandar Lazic, Igor Djurisic, Marko Jevric, Milan Kocic, Zoran Kozomara, Ivan Markovic, Tatjana Dejanovic, Srdjan Marinković, Miljan Milanovic, Mikan Lazovic, Vladica Cuk, Vladan Milutinović, Vladimir Djan, Velicko Trajkovic, Dejan Lukic, Zoran Radovanovic, Sanja Zahorjanski, Jun Xian Hing, Nan Zun Teo, Hana Arbab, Doris Mae Dimatatac, Min Hoe Chew, Kiat Tee Benita Tan, Wei-Wen Ang, Yew-Lam Chong, Ming Ngan Aloysius Tan, Kar Yong Wong, Branislav Gális, Andrej Avsenak, Andrej Bergauer, Dejan Bratus, Vojko Flis, Urska Gajsek, Minja Gregorič, Tomaz Jagric, Jure Knez, Rok Kovačič, Stojan Potrč, Milena Senica Verbic, Abdifatah Dahir Ali, Kadra Omar, Colin Noel, Nathan Kaplan, Emile Kayombo, Gert Steyn, Maahir Kariem, Christo Kloppers, Ferhana Gool, Kayla Rossini, Annamart Laubscher, Sinead Quirke, Reinier Swart, Modise Zacharia Koto, Imraan Sardiwalla, Mapuor Areu, Paula Ferrara, Hernan Sandoval, Conrado Andrés Ros, Raquel Angulo Artal, Marta Jiménez-Jiménez, Mikel Oñate, María Alexandra Pesántez Peralta, Ibabe Villalabeitia Ateca, Guillermo Triana, Alfonso Alias, Mariano Balaguer-Castro, María Pilar Camacho Carrasco, Borja Campuzano Bitterling, Neus Fabregas, Ada Ferrer Fuertes, Abel Ferrés, Jhon Alexander Hoyos Castro, Luis Alberto Reyes Figueroa, Pedro Roldan Ramos, Jordi Rumià Arboix, Marta Sabater-Martos, Thomaz E. Topczewski, Marian Vives-Barquiel, Eulalia Ballester, Vitiello Giulia, Ester Miralpeix, Luisana Riba Combatti, Andrea Sanz Llorente, Miguel Bejarano Serrano, Blanca Capdevila Vilaró, Mario Cuesta Argos, Irene de Haro Jorge, Luis García-Aparicio, Clara Massaguer, Ines Moraleda Gudayol, María Elena Muñoz Fernández, Jordi Prat-Ortells, Javier Rojas-Ticona, Josep Rubio-Palau, Jorge Nuñez, Montserrat Pascual, Javier de la Torre, Iago Alvarez Saez, Ruth Blanco-Colino, Anna Conesa, Alba de Pablo García-Cuenca, Natalija Dediulia, Eloy Espin-Basany, Daniel Gil-Sala, Juan sebastian Guillén, Manuel Lopez, Maria Dolores Mateo Arzo, Nuria Montferrer Estruch, Judith Murillo, Remei Perera Sarri, Lucia Porteiro Mariño, Maria José Reche Padilla, Natalia Rodriguez, Ana Rodríguez-Tesouro, Iñigo Soler, Maria Carmen Suescun López, Jordi Teixidor Serra, M Pilar Tormos Pérez, Vázquez García César, Gloria González, Mario Rafael Medina Hernández, Carolina Pozo, Antonio Valle, Unai Garcia De Cortazar, Idoia Villamor, Aitor Landaluce-Olavarria, David Lecumberri, Carlos Martínez-Pinedo, José Manuel Morales-Puebla, Ignacio Alcalá Rueda, Gonzalo Díaz Tapia, Maria Dieguez López, Isabel López García, Pilar López-Toribio López, Marina Bosch, Alba Fernández Candela, Cristina Lillo García, Inmaculada Oller, Luis Sánchez-Guillén, Daniel Triguero Cánovas, Francisca Aranda Lozano, Eneko Del Pozo Andres, Begoña Ochoa Villalabeitia, Natalia Ortega, Amaia Sanz Larrainzar, Irune Vicente Rodriguez, Jose M Jover, Jose Luis Ramos Rodriguez, Codina Antonio, Olga Delisau-Puig, Cristina Farrés Pla, Eloy Maldonado-Marcos, Francesc Tuca, Antonio Francisco Guisado Calderón, Oscar Pastor, Cristina García Amador, Marta Allue, Pablo Colsa, Luca Ponchietti, Marta Roldón Golet, Antonio Navarro-Sánchez, Iván Soto-Darias, David Ortiz López, Sara Berrocal, Elima Pilar Cagigal Ortega, Patricia Díaz Peña, Patricia Fernández Bernabé, Gema Fraga, Antonio García, Elena Garcia De Castro, Antonio García Domínguez, Judit Gonzalez, Adolfo Ramos-Luengo, Sara Busto Suarez, Mario Castaño, Mario De Arriba Alonso, Anna Farrés Rabanal, Diego Fernández-Samos Fernández, Cristina García Pérez, Eva Higuera Miguélez, Gregorio Laguna, Irene Perez, Eva Alvarez Torres, Zulay Adriana Calderon Barajas, Aida Fernández, Luis Jimenez-Roldan, Meta Levstek, Ana Maria Parada Rodriguez, Mireya Bonet, Hanna Perez-Chrzanowska, Patricia Serrano Méndez, Thomas W. Jorgensen, Lucila Marquez, Miguel Alonso Juarranz, Luis Felipe Ávila-Ramírez, Javier Buendia Pérez, Barbara Burgos-Blasco, Enrique Camarero Rodríguez, Alejandro Encinas Bascones, Elena Fernandez-Martin, Inés Gil Prados, Maria Alejandra Giraldo, Manuel Gomez Cervantes, Noemi Guemes Villahoz, Maria Cruz Iglesias Moreno, Francisco Leyva Rodríguez, Adriana Poch, Patricia Saez Carlin, Cristina Sánchez del Pueblo, Enrique González, Jorge Caño Velasco, Miguel Cuende Diez, Lucía Polanco Pujol, Diego Fernando Ruiz Chiriboga, Mariano Artés Caselles, Laura Calles-Sastre, Marcos Casas Sánchez, Pilar Martín Rodrigo, Xabier Remirez Arriaga, Xiana Rial, Borja Bazán Inostroza, Jose Luis Muñoz de Nova, Jorge Prada, Julia Revuelta Ramírez, Laura Colao García, Ana Belén Gallardo, Mario Alvarez-Gallego, Paula Aragón-Ramos, Nuria Chavarrias, Alberto Gegúndez Simón, María Alexandra Heras Garceau, Luis Lassaletta, Fuad Samir Lopez Fernández, Isabel Pascual Miguelañez, Julio Peñarrocha, José Ignacio Sánchez Méndez, Ignacio Zapardiel, Diego Córdova García, Inmaculada Lasa, Cristina Vera Mansilla, Fátima Sánchez Fernández, Alberto Cabañero Sánchez, Alfredo Abad Gurumeta, Ane Abad-Motos, Gutiérrez Bérénice, Sandra Maria Gadin-Lopez, José María Martínez-Gómiz, Elena Nieto-Moreno, Ana Nieto-Moreno, Beatriz Vazquez-Rivero, Belén Vielva del Campo, Simbad Costas-Ochoa, José María García Pérez, Elizabeth Marmol, Pedro Vicente, Aida Blaya, Emny Rochell Bobadilla Romero, Milagros Carrasco Prats, Antonio-José Fernández-López, Vanesa Garcia Soria, Rebeca Gonzalez Celdran, Abd Al Aziz Lanagrán Torres, Raquel Lax Perez, Alfonso Marco Garrido, Esther Medina, Julian Onate, Emilio Peña Ros, Miguel Ruiz-Marín, Carlos Sanchez Rodriguez, María Valero Soriano, María Teresa Yepes García, Ana Conesa, Ana Delegido García, Paula Gómez Valles, Francisco Martínez, Leticia Gómez Viana, Luis Joaquín García Flórez, Aida Suárez Sánchez, None Concepcion, Asier Aguirre, Marta Alomar Bofill, Santiago Baena, Marta Castro Suárez, José Andrés Cifuentes Rodenas, Javier Mata, Andreu Morell, Naila Pagès, Leticia Rodriguez Vaquero, Pilar Santos Cidon, Maria Soler Pedrola, Marta Tasende, Juan José Segura-Sampedro, Enrique Jose Ruiz Velasquez, Isabel Tello Galindo, Jaume Cámara Cabrera, Marta de la Rosa-Estadella, Matilde Molina-Corbacho, Marta Santos Espí, Elisa Angela Diego-Alonso, Borja Aguinagalde, Ainhoa Andres Imaz, Mikel Armendariz, Lorena Arrabal, Iñigo Augusto, Ainhoa Cuevas, Alejandro Elúa, Lander Gallego, Gregorio Garmendia, Carmen Grañén, Maria Iraola, Jon Ander Lizarbe, Claudia Cristina Lopes Moreira, Tania Pastor, Adrián Recio Ayesa, Carballo Rodríguez, Maria Inmaculada Ruiz Montesinos, David Blanco, Marta Calderón, Angel Cuadrado-García, Mariana García Virosta, Javier López-Martin, Paloma Maté Mate, Paloma Medrano, Antonio Perez Ferrer, Antonio L. Picardo, Cristina Valor Garcia, Enrique López-Ruiz, Miguel Ángel Gordo Vega, Miguel Adeba García, Javier Alvarez Gama, Loreto Berjon De La Vega, Paola Calleja Hermosa, Bonifacio Cimadevilla Calvo, Paloma de la Dehesa Cueto-Felgueroso, Miren Jasone Diez Zapirain, Lucia Garcia Alcalde, Tito García Moreno, Miren Gonzalez Benito, Patricia Lopez Gomez, Antonia Jesús López López, Rubén Martín-Láez, Jose Luis Rabago, Juan Ramón Sanz, Miguel Angel Freiria Eiras, Elena González Revilla, Isaias Alarcón, Virginia María Durán Muñoz-Cruzado, Eduardo Perea del Pozo, José Pintor-Tortolero, Luis-Cristobal Capitan-Morales, Juan Cintas Catena, Juan-Carlos Gomez-Rosado, Alina López De Fernández, Cristian Ruminot, Hander Guillermo Acosta Diaz, Enrique Artigues, Laura Costa, Carolina Ferrer Gomez, Isabel López Sánchez, Carolina Martinez-Perez, Pablo Renovell Ferrer, Guijarro-Jorge Ricardo, Silvia M. West, Enrique Zapater, Mireia Bauzá, Francisco Garcia, Luisa Paola Garzon, Ana Izquierdo, Maria Lapeña Rodríguez, David Moro-Valdezate, Sara Palomares Casasús, Mara Albert Fort, Jose Ángel Diez Ares, Carlos Domingo Del Pozo, Nuria Estellés Vidagany, Blanca Alastrue Giner, Segundo Gomez-Abril, Paula Gonzálvez Guardiola, Carmen Payá-Llorente, Eduardo Picazo Pineda, Andrea Roca, Ramon Trullenque Juan, Cristina Verdejo Gimeno, Jose Miguel Zaragozá García, Gema Zomeño Bravo, Jorge Sancho-Muriel, Francisco Ardura, Carmen Elena Badillo Bercebal, María Bedate Núnez, Alvarez-ramos Begoña Aranzazu, Ana Belén Casas Marcos, María Carmen Cervera, Carlos Ferreras García, Julio Alberto Gobernado Tejedor, Ana Herranz Arriero, Moises Juarez, Gregorio de Jesus Labrador Hernandez, Alejandro Leon-Andrino, Gonzalo Martinez Municio, Mario Montes-Manrique, Francisco Javier Ortiz de Solórzano Aurusa, Laura Pesquera, Maria Plata, Mario Rodriguez-Lopez, Alejandro Romero de Diego, Ana Ruano, Cristina Sánchez Torralvo, Andrea Vazquez Fernandez, Eduardo Velasco García, Álvaro Zamora Horcajada, Fernando Acebes García, Enrique Asensio Díaz, Fernando Labarga Rodríguez, David Pacheco Sánchez, Baltasar Pérez-Saborido, Pilar Pinto, Vicente Simo, Francisco J Tejero-Pintor, Rosalía Velasco López, Sandra Veleda Belanche, Marc Vallve-Bernal, Maria Balluerca, David Garcia, María Sánchez-Rubio, Estefania Casas, Daniel Delfau Lafuente, Ismael Gil Romea, Isabel Valero Lázaro, Esmeralda Carnicer Escusol, Guillermo Pola Bandres, Issa Talal El-Abur, Carlos Yánez, Victoria Duque Mallén, Carlos Gracia-Roche, Ursula María Jariod Ferrer, María Victoria Simón Sanz, Tomas Uson, Waseem Ahamed, Pirashanthan Nagarasa, Kanapathipillai Piratheep, Vithranage Srimantha Dewsiri Rodrigo, Arulprashanth Arulanantham, Koculen Vimaleswaran, Probhodana Ranaweera, Dharmabandhu N Samarasekera, Sanjeewa Seneviratne, Lanka Dasanayake, Dj Wickramasooriya, Kugarajh Ganeshapillai, Athula Kaluarachchi, Abubakr Abubakr, Hozifa Mohamed, Mogahid Sharfeldein, Samir Ismail, Eman Adam Abdalla, Mohamad Abdelbagi, Alsafe Adlan, Khalid Ahmed, Yasir Awad, Samwal Eldirdiri, Lana Abdalgadir Ahmed Mohamed, Abdulmalek Aljafari, Abubakr Ali Mohammed Alhassan Humidan, Albrra Alhag, Imad Bakheit, Walid Shaban, Nidhal Siddig, Omer Abbas, ElTahir Abdelrahim, Ali Mohamed, Malaz Amir Ataalmanan, Tebyan Amir AtaAlmanan, Alkhansa Osman, Amna Osman, Abdelkareem Ahmed, Mohamed Eljack, Mohammed Ibrahim Mohammed Ali, Khadija Muhmmed, Osman Bashir, Linas Pieteris, Yousif Saeed, Karin Björnström Karlsson, Michelle Chew, Carina Jonsson, Anna Oscarsson, Arvid Pourlotfi, Malin Simlund, Rebecka Hultgren, Boel Hynning, Ernesto Sparrelid, Clara Svenberg Lind, Jeremy Wales, Emil Pieniowski, Robert Zürner, Otto Kollmar, Barbara Wildhaber, Markus Gass, Pietro Ricciardi, Morena Antonilli, Dimitrios Christoforidis, Maria Luisa Gasparri, Francesco Mongelli, Christian Gingert, Daniel Schöni, Folco Solimene, Daniel Gero, Andreas Thalheimer, Ahmad Hmaideh, Alaa Kour, Omar Alannaz, Ramez Aljasem, M.wafa Hamoud Alhussein, Mazen Mohammad, Mohammad Nour Shashaa, Albaraa Abdulsalam, Dina Alfarra, Mahmoud Alnasser, Mulham Gharib, Obaida Kabel, Osama Kherallah, Mohamed shukri Najjar, Joud Shiekhoni, Wael Alkhaleel, Mohammad Aloulou, Khaled Arnaout, Muhamad Zakaria Brimo Alsaman, Mohamad Estanbouli, Hanadi Hawa, Sana Shaikh Torab, Mohammed Dalaleh, Aghyad Danial, M.yasser Halwani, Mohammad Hanino, Ala aldeen Hasan, Ammar Kayyali, Amana Kezze, Mohammad Kour, Ruqaya Masri, Noor Masri, Muhammad Mazketly, Rima Salem, Thabet Sayed Bakir, Manaf Sharabaji, Joudy Shurbatji, Fadi Ward, Rama Zazo, Nouran Hawa, Hiba Al Hage Diab, Omar Alneser, Bayan Alsaid, Elias Azar, Lubna Bakr, Ammar Hamza, Alaa Mohammad, Mohannad Saleh, Omar Abdul Salam, Yusra Al-Sabbagh, Mohammad Alhamid, Danny Hadidi, Mamdouh Kallas, Antoine Laktine, Deema Fallouh, Ahmad Rmman, Basel Ahmad, Ahmad Mustafa Ahmad, Ali Alkhdor, Youssef Kozah, Ammar Mohammad, Mohammed Mouaz Shebani, Alaa 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Selçuk Köse, Ayşe Büşra Önder, Ismail Umut Onur, Levent Yaşar, Ulviye Yigit, Ümmühan Zeynep Bilgili, Eyyüb Selim Ünlü, Halil Alis, Musa Murat Caliskan, Mahmut emin Çiçek, Mert Güler, Ufuk Oguz Idiz, İshak Yıldız, Gokhan Atis, Ozgur Kazan, Ilker Ozgur, Tugan Bese, Sukru Cebi, Ergin Erginöz, Akif Turna, Cem Emir Guldogan, Mehmet Mahir Ozmen, Mehmet Abdussamet Bozkurt, Yasin Kara, Ali Kocataş, Adem Özcan, Elif Akova Deniz, Berk Cimenoglu, Recep Demirhan, Elif Cansu Gundogdu, Ramazan Sarı, Dursun Buğra, Cemil Burak Kulle, Ahmet Akmercan, Mehmet Uludag, Gürkan Yetkin, Hanife Şeyda Ülgür, Emre Divarci, Egemen Ozdemir, Seda Dilek Yetut, Cengiz Aydin, Bulent Calik, Semra Demirli Atıcı, Yasemin Kirmizi, Mustafa Onur Oztan, Semra Salimoğlu, Sertaç Ata Güler, Ozan Can Tatar, Mehmet Eşref Ulutaş, Mertcan Akçay, Emrah Akin, Guner Cakmak, Recayi Çapoğlu, Fehmi Çelebi, Necattin Firat, Ahmet Tarik Harmantepe, Muhammet Burak Kamburoğlu, Belma Kocer, Zehra Alan köylü, Engin Aybar, Mert Candan, Kürşat 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Stewart, Sara Venturini, Catriona Walker, Raisa Bushra, Asanish Kalyanasundaram, Mohamed Osman, Daniel Sitaranjan, Christopher Smith, Emma Rose Michelle Woolcock, Mark Yao, Rhodri Evans, Robert Mcleod, Michael Shinkwin, Emma Ewins, Lucy Fuller, Emily Krishnan, Dr Shiva S Tripathi, Reem AlAbdulwahed, Adeoye Oluwakanyinsola Debo-Aina, Sunita Saha, William Campbell, Sarah Small, William Carlos, Danny Chandla, Timothy Davis, Kathryn Dickson, Peter Goodwin, Sarah Henning, Maria Kolokotroni, Nicola Mackay, Alastair Stephens, Arthika Surendran, Thomas Ward, Jimmy Mena, Emila Paul, Anuja Joshi, Joanne McKay, Lotte Weenink, Mark Cribb, Vishal Amin, Jonathon Dawson, Akash Jangan, Aamer Mughal, Rachel Olive, Michael Wall, Stephanie Weedon, Megan Kerr, Stephen Davison, Laura Doherty, Christopher Donoghue, Alastair Faulkner, Alasdair MacInnes, Rebecca McNicol, Mohammad Rahman, Kimberly Tiang, Jennifer Foreman, Ian McAllister, Tom Collicott, Paul Cullis, Phillip Holt, Thomas Drake, Andrew Durden, Gustav Linder, Richard McGregor, Samuel Molyneux, Joel Norton, Lydia Robb, Richard JE Skipworth, Andrew Tambyraja, Connor Boyle, Katherine Hodge, Hugh Paterson, Scott Smith, Peter G Vaughan-Shaw, Miles Benjamin, Mana Rahimzadeh, Eleanor Burden, Joanne Cozens, Urszula Donigiewicz, Alex Goubran, Thomas Hubbard, Matthew Jukes, Aye Myintmo, Michael Ng, Katie-Louise Parker, Heather Pringle, Guang Yim, Michael Greenhalgh, Olivia McCabe-Robinson, Henry St Aubyn Bilton, Matthew Walmsley, Cara Vincenti, Daniel Carson, David Holroyd, Nigel Jamieson, Rachel Thomas, Rachael Boardley, Elsie Bridgman, Simon Lammy, Mark Danton, George Gradinariu, Simon Dwerryhouse, Vipul Garg, Muni Pinjala, Gakul Bhatta, Vamsi Velchuru, Mei ying Chin, Abi Hayward, Ahmed Abubakar, Manal Javid, Taran Khurana, Kar Yeung Kenneth Ko, Jonathan Horsnell, Thumuluru Kavitha Madhuri, Isabella Murray, Farah Akthar, Emily Crane, Manal Jmaileh, Htoo Lu, Jehangir Mahaluxmivala, Catrin Sohrabi, Oliver Cohen, Matthew Wright, Hani B Abdul-Jabar, Christopher To, Abdelmonem hassan eid Abdelmonem, Vivek Dubey, Yat Wing Smart, Laura Deacon, Laura Garden, Megan Oldbury, Faazil Ahmed, Alison Cairns, Momin Eltayeb, Benjamin Huggon, Shah Jehan, Sameera Khaliq, Mahmoud Loubani, Adam McClean, Gautam Modak, Brianda Ripoll, Arun Watts, Jih Dar Yau, Shobhit Arya, Evangelos Mallidis, Fahed Youssef, None Pamela, Tariq Alhammali, Michelle Lynch, Adam Mohammad, Sharan Sambhwani, Ormond Mark Taylor, Michelle Wright, Michael Helley, Iain Hood, Emma Howie, Shannon Jordan, Duncan Stickle, John Britton, Theo Clarke, Gabriella Weisz, Lindsay Wallace, Michael Wilson, Salman Arif, Anupama Barua, Michael Blackwell, Grainne Bourke, Conor Bowe, Mahbub Chowdhury, Raquel Constantino-duarte, Sophie Earl, Walid Elmahdy, Anastasios Kanatas, Emily Salt, Josh Twigg, James Wright, Luke Bradshaw, Abbigayle Buckton-Perkins, Gemma Burdge, Eleanor Clarke, Elizabeth Doxford-Hook, Sheila Fraser, Andrea Giorga, Terence Lo, Emma MacInnes, Sushil Maslekar, Christopher Nahm, Loren Rushton, Helen Skinner, Giles Toogood, Metesh Acharya, Rebecca Boyles, Mohammed Fiyaz Chowdhry, Chiraag Thakrar Karia, Marinos Koulouroudias, Rayhaan Mohammed, Anishka Pabari, Evangelia Ioanna Tsiourva, Robert U Ashford, Vijay Chavda, Irina Georgieva, Cameron Kuronen-Stewart, Zubair Ahmed, Nikhil Kulkarni, Lydia Prusty, Dinesh Thekkinkattil, Asif Hasan, Raimundas Lunevicius, Natalie Maple, Shirley Pringle, Alasdair Santini, Samuel Ebbs, Sian Falder, Margaret Hanley, Rachel Harwood, Anna McNamara, Abinash Panda, Florentina Luiza Popescu, Mauin Uddin, Raja Eid, Jeremy Guilford, Stephen Kaye, Rebecca Lenihan, Susannah Shore, Dana Sochorova, Francesco Torella, Simon Clark, Tarek Elmoslemany, Michael Jenkinson, Chris Lemos, Vijayam Priya Nair, Sarbpreet Sarao, Dominique Hughes, Eshan Mazumdar, Dema Motter, Holly Lyle, Freyia Mahon-Daly, Zoe Burdon, Rupen Dattani, Nina Jyne Minette Dela Cruz, Jordan Faulkner, Madeleine Garner, Catrin Morgan, Christopher Mifsud, Rose Stahl, Stella Vig, Daniel Shaerf, Hemant Sheth, Fiammetta Soggiu, Katie Adams, Maame Aduse-Poku, Gill Arbane, James Arlidge, Melissa Baldwin, Heena Bidd, Aina Brunet-Garcia, Mothana Gawad, Sarah McCrindle, Arun Sahai, Abegail Salvana, Sarah Tian, Valerie Wong, Elizabeth Yeung, Irfan Merchant, David Rawaf, Qurrat Al Ain Atif, Cameron Dott, David Ferguson, Varun Sarodaya, Mamun David Dornseifer, Brian Davidson, Giuseppe Fusai, Jack Gilliland, Reza Mirnezami, Krishnakumure Patel, Massimo Varcada, Rhiannon Brignall, Evangelos Efthimiou, Martina Faimali, Despoina Iakovou, Jayan Dewantha Jayasinghe, Zoi Nikoloudaki, Henry Nnajiuba, Sankhya Prakash Vel, Kalpesh Vaghela, Aung Oo, Ashley Thomas, Marta Wachtl, Mateusz Zawadka, Mohamed Abouelazayem, Caroline Hing, Antonio Leyte Golpe, Gowthanan Santhirakumaran, Carol Tan, Khaled Sarraf, Joseph Shalhoub, Kapil Sugand, Poppy Alport, Peter Barry, John Butler, Hannah Dawson, Andrew Hayes, Robin Jones, Alannah Smrke, Dirk Strauss, Alexandra Sharpe, Natalie Marzouqa, Tom Abbott, Michael Bath, Ora Jesner, Funlayo Odejinmi, Lesley Sheach, Matthew Short, Shawn Jia Hwang Tan, Zoe Thursz, Zaker Ullah, Safia Ahmed, Haidee Harrison, Shantata Kudchadkar, Minil Patel, Amit Raithatha, Farhat Naaz Amir, Mumtaz Bughio, Fares Ftaieh, Wut Hmone, Christopher Smart, Eoin O’Farrell, Saravpreet Ahluwalia, Natalie Cheyne, Haris Naseem, Gopalkrishna G Verma, Eilidh Waddell, Usman Halim, Charlie Moret, Ethan Clough, Henry de Berker, Sara Faily, Ana Jeelani, Matthew Murphy, Swarnendu Dey, Rahul Norawat, Mohammed Abdelaziz, Moslem Abdelghafar, Benjamin Brown, Verity Haffenden, Emma Murray, Carlo Ross, Nazanin Shahrokhi, Srivishnu Thulasiraman, Anil Varma, Yks Viswanath, Alexander Martin, Chin Hang Sophia Sin, Wai Huang Teng, Junaid Aamir, Connor McGladdery, Corey Chan, Nicholas Dawe, John Hammond, Thomas Salisbury, Lauren Best, David Bosanquet, Natalie Duric, Sarah Elgarf, Hawys Freeman, Steffan Morgan, Ellie Morgan, Alexandra Munteanu, Filip Sianos, Sumi Surendran, Tamas Szakmany, None Amy, Dimitrios Angelou, Katie McCaughey, Nicole McLaughlin, Ebru Freed, Raashad Hasan, Ahmar Iftikhar Talib, Joshua Ozua, Haisam Saad, Teri Toi, None Mohammad, Pritpal Aujla, Nathan Burnside, Michelle L Collins, Nivedita Das, Brett Doleman, Nathalie Fennell, Catherine Grundy, Harmanpreet Kaur, Maisie Lau, Ben Marson, Rebecca Rollett, Laura Sandland-Taylor, Muhammad Sarmad Tamimy, Lisa Whisker, Fady Yanni, Asad Abbas, Catherine Boereboom, Hilary Brewer, Edward Dickson, Gordon Gregory, Jamaall Jackman, Aseel Khanfer, Amanda Koh, Eyas Mohamed, Daniel Morris, Yulanda Myint, Jimmy Ng, Alan Norrish, Olamide Oyende, Mohammed Patel, John-Joe Reilly, Sudip Sanyal, Anneka Shah, Kathryn Thomas, Amari Thompson, Benjamin Varghese, Dawit Worku, Akshath Adapa, Mohammed Ashrafi, Matthew Gray, Tom Havenhand, Thomas Banks, Debashis Dass, Salam Ismael, Pengchi Chen, Neel Doshi, Stefanos Gorgoraptis, Ali Asgar Hatim Ali, Benjamin Ng, Omar Ben Forge Risk, Hooman Soleymani majd, Roshneen Ali, Abdur-rafee Ameen, Elizabeth Belcher, Mario Ganau, Anne Hughes, John McNamara, Puneet Plaha, Sanskrithi Sravanam, Benjamin Dean, Jonathan Norris, Ala Alasadi, Lauren Donnelly, Thomas Harding, Christie Hok Yung Shum, Zack Slevin, Shivanie Acharya, Pantelis Amditis, Aladdin Bashir, Maham Khan, Sathya Lakpriya, Rachel Marshall-Roberts, Douglas Miller, Sarah Miller, Hossam Nawara, Simran Singh, Sebastian Smolarek, Lu Yao, Lara Armstrong, Jessica Lockhart, James Ashbridge, Nadine Di Donato, Matthew Dipper, Samuel Stefan, Priyatma Khincha, Kazim Riaz, S Ali Raza Shehrazi, Fitzgerald Anazor, Sarah Brown, Radhika Chadha, Emily Crawley, Avadhut Kulkarni, Francesca Lewis, Gianfranco Messina, Sophie Bird, Umer Chaudhry, Prabhat Prakash Narayan, Karishma Khan, Sreedutt Murali, Ketevan Papidze, Aoun Ali, Saeef Haque, Samrat Mukherjee, Lilanthi Wickramarachchi, Yu Hsuen Yang, Samer Bitar, Ruth Chelva, Abdullah Gabr, Abdul Madni, Musheer Hussain Mohamed, Ashwanth Ramesh, None Ugam, Yahia Al-Tamimi, Andrew Bacon, James Catto, Ola Rominiyi, Oliver Tame, Richard Jackson, John Kiely, Naffis Anjarwalla, Ehab Kahka, Arjun Patel, Sawsan Saeid, Nilofar Samadi, Shoura Karar, Rebekah McCullough, Aaron Julius Punnen, Aloka Suwanna Danwaththa Liyanage, Muhammad Aleem, Russell Cathcart, Olivia Cohen, Rebecca Brinkler, Zara Hayat, James Parry, Samuel Adegbola, Clarence Yeoh, None Melissa, Stephen Bromage, Somashree Chatterji, Suku George, Smitha George, Janette Hunt, Magda Kujawa, Fatema Munshi, Joanna Rooney, Imad Zakieh, Yuhao Zhang, Daisy Evans, Bobby Sachdev, Uzma Sadia, Amarkumar D Rajgor, Holt Walters, Manas Dube, Nicholas Watson, Sankar Ananth, Dharminder Dhillon, Alastair Henry, Godfrey Lau, Zoe Li, Ketan Shah, Rute Castelhano, Vinay Shah, Khine Myat Win, Kaveh Davoudi, Paul Foster, Louise Hunt, Bhavani Kamalakannan, Hamish Macdonald, Jo Morrison, Laura Newitt, Hammad Parwaiz, George Slade, Charles Geoffrey Dermot Stewart, Jae Rhee, Rosemary Sykes, Aubrey Dickason, Ekemini Ekpo, Rupert Scott, Katherine de Rome, Kapil Sahnan, Ghiath Ismayl, Thomas Moores, Mark Simmons, Sita Techaboonanake, Khaled Abdelgalel, Verda Amin, Anuj Bhatnagar, Vasileios Charalampakis, Sean Ramcharan, Venkat mukund reddy Galiveeti, Erfan Massri, Abdulhakim Hassan, Oliver Lane, Morag McLellan, Sarah Shamim, Raman Vinayagam, Fiona Ross, James Blair, Varun Dewan, William Drew, Zainab Iftikhar, Sean Milner, Kishan Rajdev, Jeremy Reid, Osmond Thomas, Mas’ud Adewusi, Abigail Duckett, Sara El Falaha, Chun Ooi, Mohamed Ashiq Mohamed Salim, Rebecca Ireson, Luisa MacDonald, Barbara Ribeiro, Alistair Savage, Tanisha Sharma, Paul Swift, Chase Elswick, Rakesh Patel, Mark Hemmila, Jane J Wong, Dina Amin, Carolyn Chabuz, Anna Gergen, Anne Getz, Laura Harmon, Robert McIntyre, Jr., Robert Meguid, Kenny Rodriguez, Christopher Scott, Lauren Steward, Camille Stewart, Daniel Thieu, Catherine Velopulos, Jon Vogel, Erika Bengtson, Charles Hill, Cole Holan, Hannah Kay, Kathryn 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Charles Osterberg, Ayane Rossano, Marc Trust, Benjamin Bigelow, Amit Jain, Lekha Yesantharao, Bo Zhang, Hossam Abdou, Michael Mazzeffi, Peter Rock, Salim Afshar, Laura Carlson, Joseph Incorvia, Michael Kurtz, John G. Meara, Meena Nathan, Amir Taghinia, Vivian Williams, Zara Cooper, David Mahvi, Barbara Okafor, Vanessa Roxo, Ciersten Burks, Nicolette Jabbour, Joseph Sabra, Shaun Wason, Ander Dorken Gallastegi, Anthony Gebran, Michael McTague, Caroline Reinke, Samuel Ross, Rosalinda Alvarado, Anuradha Bhama, Henry Govekar, George Kokosis, Keith Millikan, Jonathan Myers, Sam Pappas, Nicole Siparsky, Peter Tsambarlis, Ralph Quillin, Elyad Ekrami, Li Kai, Cassie Decker, Salah Aoun, David Kwon, Andrew Barbas, Sarah K. Dotters-Katz, Tressa Ellett, Etienne Flamant, Alexander Lazarides, Motasem Refaat, Torre Soderlund, Camilo Velasquez, Rodrigo Arrangoiz, Maria Fernanda Mijares Olivo, Vanitha Vasudevan, Matthew Katz, Huan Nguyen, Alberto Pieretti, Christina L Roland, Perel Baral, D. 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Lanfear, John Squiers, Kevin Behm, Judy Boughey, Janani Reisenauer, Sherief Shawki, Dennis Wigle, Ahmed Elshabrawy, Ahmed Mansour, Grace Ihsiu Todd, Qi Yan, Terry Curry, Mary Kathryn Abel, Veronica Andaya, Marissa Boeck, Lee-may Chen, Amanda Compadre, Patrick Ha, Johannes R Kratz, Rondall Lane, Rex H Lee, Doruk Ozgediz, Madhulika Varma, Melissa Zimel, Pedro Escobar, Mohammad Azam, Eric Hammond, William Marx, Carol Angel, Sara Seegert, Stephen Stanek, Hibba Sumra, Anne Fischer, Jaymie Henry, Lawrence Lottenberg, John Kelly, Erin Scott, Fernando Bonilla Cal, Camila Haro, Sofia Álvarez, Ana Carmen Carbajal, Diego PereiraNuñez, Josefina Tarigo, Rafat Al-saban, Fatima Al-Eryani, None Reem, Ghadeer Al sanany, Buthina Al-jarmozi, Saba Al-ameri, Mohammed Al-Shehari, Dhyia Alhuq Al-surimi, Amira Alakhdury, Adnan ALhumaida, Maniee Aljabri, Marwa ALodine, Basma Alqudaimi, Mohammed Alsabri, Musaed Alsayadi, Nora Atiah, Shaima Sayad, Amal Shukri, Shahd Zeid, Nabila Abdullah, Abdulrahman Faisal Al-Garadi, Ahmed M. Ali Al-Radhi, Norhan Naji, Ahmed Al-madhrahi, Sakhr Abdulhakeem Al-maswari, Ibrahim Al-Raimi, Haneen Alshargabi, Catherine Mkandawire, Theresa Nkole, Shelton Chivanga, Handsome Dube, Moses Mangena, Nkosikhona Moyo, Oltah Tshuma, Grace Gwini, Vimbai Moyana Muguto, Trust Mushawarima, Tinashe Shoko, Maphios Siamuchembu, Rorisang Jamela, Marvellous Machiri, Willard Mushiwokufa, Maxwell Chimhina, Simbarashe Chinyowa, James Glasbey, Adesoji Ademuyiwa, Adewale Adisa, Ehab AlAmeer, Alexis P Arnaud, Faris Ayasra, José Azevedo, Ana Minaya-Bravo, Ainhoa Costas-Chavarri, John Edwards, Muhammed Elhadi, Marco Fiore, Christina Fotopoulou, Gaetano Gallo, Dhruva Ghosh, Ewen A Griffiths, Ewen Harrison, Peter Hutchinson, Ismail Lawani, Samuel Lawday, Hans Lederhuber, Sezai Leventoglu, Elizabeth Li, Gustavo Mendonça Ataíde Gomes, Harvinder Mann, Ella J Marson, Janet Martin, Dennis Mazingi, Kenneth McLean, Maria Modolo, Rachel Moore, Dion Morton, Faustin Ntirenganya, Francesco Pata, Maria Picciochi, Peter 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C Li, G McCann, D Stewart, W Baraza, D Bhullar, G Burt, J Coyle, J Deans, A Devine, R Hird, O Ikotun, G Manchip, C Ross, L Storey, WWL Tan, C Tse, C Warner, M Whitehead, F Wu, EL Court, E Crisp, M Huttman, F Mayes, H Robertson, H Rosen, C Sandberg, H Smith, M Al Bakry, W Ashwell, S Bajaj, D Bandyopadhyay, O Browlee, S Burway, CP Chand, K Elsayeh, A Elsharkawi, E Evans, S Ferrin, A Fort-Schaale, M Iacob, K I, G Impelliziere Licastro, AS Mankoo, T Olaniyan, J Otun, R Pereira, R Reddy, D Saeed, O Simmonds, G Singhal, K Tron, C Wickstone, R Williams, E Bradshaw, V De Kock Jewell, C Houlden, C Knight, H Metezai, A Mirza-Davies, Z Seymour, D Spink, S Wischhusen
Journal: The Lancet Digital Health (2024)

Pulmonary complications are the most common cause of death after surgery. This study aimed to derive and externally validate a novel prognostic model that can be used before elective surgery to estimate the risk of postoperative pulmonary complications and to support resource allocation and prioritisation during pandemic recovery. Data from an international, prospective cohort study were used to develop a novel prognostic risk model for pulmonary complications after elective surgery in adult patients (aged ≥18 years) across all operation and disease types. The primary outcome measure was postoperative pulmonary complications at 30 days after surgery, which was a composite of pneumonia, acute respiratory distress syndrome, and unexpected mechanical ventilation. Model development with candidate predictor variables was done in the GlobalSurg-CovidSurg Week dataset (global; October, 2020). Two structured machine learning techniques were explored (XGBoost and the least absolute shrinkage and selection operator [LASSO]), and the model with the best performance (GSU-Pulmonary Score) underwent internal validation using bootstrap resampling. The discrimination and calibration of the score were externally validated in two further prospective cohorts: CovidSurg-Cancer (worldwide; February to August, 2020, during the COVID-19 pandemic) and RECON (UK and Australasia; January to October, 2019, before the COVID-19 pandemic). The model was deployed as an online web application. The GlobalSurg-CovidSurg Week and CovidSurg-Cancer studies were registered with ClinicalTrials.gov, NCT04509986 and NCT04384926. Prognostic models were developed from 13 candidate predictor variables in data from 86 231 patients (1158 hospitals in 114 countries). External validation included 30 492 patients from CovidSurg-Cancer (726 hospitals in 75 countries) and 6789 from RECON (150 hospitals in three countries). The overall rates of pulmonary complications were 2·0% in derivation data, and 3·9% (CovidSurg-Cancer) and 4·7% (RECON) in the validation datasets. Penalised regression using LASSO had similar discrimination to XGBoost (area under the receiver operating curve [AUROC] 0·786, 95% CI 0·774-0·798 vs 0·785, 0·772-0·797), was more explainable, and required fewer covariables. The final GSU-Pulmonary Score included ten predictor variables and showed good discrimination and calibration upon internal validation (AUROC 0·773, 95% CI 0·751-0·795; Brier score 0·020, calibration in the large [CITL] 0·034, slope 0·954). The model performance was acceptable on external validation in CovidSurg-Cancer (AUROC 0·746, 95% CI 0·733-0·760; Brier score 0·036, CITL 0·109, slope 1·056), but with some miscalibration in RECON data (AUROC 0·716, 95% CI 0·689-0·744; Brier score 0·045, CITL 1·040, slope 1·009). This novel prognostic risk score uses simple predictor variables available at the time of a decision for elective surgery that can accurately stratify patients' risk of postoperative pulmonary complications, including during SARS-CoV-2 outbreaks. It could inform surgical consent, resource allocation, and hospital-level prioritisation as elective surgery is upscaled to address global backlogs. National Institute for Health Research.