Background: Early death after cancer surgery is higher in low-income and middle-income countries (LMICs) compared with in high-income countries, yet the impact of facility characteristics on early postoperative outcomes is unknown. The aim of this study was to examine the association between hospital infrastructure, resource availability, and processes on early outcomes after cancer surgery worldwide. Methods: A multimethods analysis was performed as part of the GlobalSurg 3 study-a multicentre, international, prospective cohort study of patients who had surgery for breast, colorectal, or gastric cancer. The primary outcomes were 30-day mortality and 30-day major complication rates. Potentially beneficial hospital facilities were identified by variable selection to select those associated with 30-day mortality. Adjusted outcomes were determined using generalised estimating equations to account for patient characteristics and country-income group, with population stratification by hospital. Findings: Between April 1, 2018, and April 23, 2019, facility-level data were collected for 9685 patients across 238 hospitals in 66 countries (91 hospitals in 20 high-income countries; 57 hospitals in 19 upper-middle-income countries; and 90 hospitals in 27 low-income to lower-middle-income countries). The availability of five hospital facilities was inversely associated with mortality: ultrasound, CT scanner, critical care unit, opioid analgesia, and oncologist. After adjustment for case-mix and country income group, hospitals with three or fewer of these facilities (62 hospitals, 1294 patients) had higher mortality compared with those with four or five (adjusted odds ratio [OR] 3·85 [95% CI 2·58-5·75]; p<0·0001), with excess mortality predominantly explained by a limited capacity to rescue following the development of major complications (63·0% vs 82·7%; OR 0·35 [0·23-0·53]; p<0·0001). Across LMICs, improvements in hospital facilities would prevent one to three deaths for every 100 patients undergoing surgery for cancer. Interpretation: Hospitals with higher levels of infrastructure and resources have better outcomes after cancer surgery, independent of country income. Without urgent strengthening of hospital infrastructure and resources, the reductions in cancer-associated mortality associated with improved access will not be realised. Funding: National Institute for Health and Care Research.
Effects of hospital facilities on patient outcomes after cancer surgery: an international, prospective, observational study
Knight, Stephen R; Shaw, Catherine A; Pius, Riinu; Drake, Thomas M; Norman, Lisa; Ademuyiwa, Adesoji O; Adisa, Adewale O; Aguilera, Maria Lorena; Al-Saqqa, Sara W; Al-Slaibi, Ibrahim; Bhangu, Aneel; Biccard, Bruce M; Brocklehurst, Peter; Costas-Chavarri, Ainhoa; Chu, Kathryn; Dare, Anna; Elhadi, Muhammed; Fairfield, Cameron J; Fitzgerald, J Edward; Ghosh, Dhruv; Glasbey, James; van Berge Henegouwen, Mark I.; Ingabire, J. C. 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Giglio, Mariano Cesare; Greco, Paola Antonella; Luglio, Gaetano; Manfreda, Andrea; Marra, Ester; Mastella, Federica; Pagano, Gianluca; Peltrini, Roberto; Pepe, Vincenzo; Sacco, Michele; Sollazzo, Viviana; Spiezio, Giovanni; Cianchetti, Ettore; Menduni, Nunzia; Carvello, Michele Maria ;Di Candido, Francesca; Spinelli, Antonino ;Corsi, Fabio; Sorrentino, Luca; Marino, Fabio; Asti, Emanuele Luigi Giuseppe; Bonavina, Luigi; Rausa, Emanuele; Asta, Martina; Belli, Andrea; Bianco, Francesco; Cervone, Carmela; Delrio, Paolo; Falato, Armando; Fares Bucci, Andrea; Guarino, Rita; Pace, Ugo; Rega, Daniela; De Luca, Emilia; Gallo, Gaetano; Sammarco, Giuseppe; Sena, Giuseppe; Vescio, Giuseppina; Santandrea, Letizia; Ugolini, Giampaolo; Zattoni, Davide; Chetta, Nicola; Logrieco, Gaetano; Vanella, Serafino; Garulli, Gianluca; Zanini, Nicola; Bondurri, Andrea; Cammarata, Francesco; Colombo, Francesco; Foschi, Diego; Lamperti, Giulia Maria Beatrice; Maffioli, Anna; Sampietro, Gianluca Matteo; Yakushkina, Al'ona; Zaffaroni, Gloria; Ansaloni, Luca; Cicuttin, Enrico; Sibilla, Maria Grazia; Impellizzeri, Harmony; Inama, Marco; Moretto, Gianluigi; Mochet, Sylvie; Ponte, Elisa; Usai, Antonella; Mancini, Stefano; Sagnotta, Andrea; Solinas, Luigi; Bolzonaro, Elisa; Tamini, Nicolò; Curletti, Gianluca; Galleano, Raffaele; Malerba, Michele; Campanella, Sofia; Cocorullo, Gianfranco; Colli, Francesco; De Marco, Paolino; Falco, Nicolò; Fontana, Tommaso; Kamdem Mambou, Leonel jospin; La Brocca, Antonella; Licari, Leo; Randisi, Brenda; Rizzo, Giovanna; Rotolo, Giulia; Salamone, Giuseppe; Tutino, Roberta; Venturelli, Paolina; Malabarba, Stefano; Sgrò, Alessandro; Vella, Ivan; Cirillo, Bruno; Crocetti, Daniele; De Toma, Giorgio; Lapolla, Pierfrancesco; Mingoli, Andrea; Sapienza, Paolo; Belvedere, Angela; Bianchini, Stefania; Binetti, Margherita; Birindelli, Arianna; Tonini, Valeria; Podda, Mauro; Pulighe, Fabio; De Rosa, Michele; Bono, Lorenzo; Borghi, Felice; Geretto, Paolo; Giuffrida, Maria Carmela; Lauro, Corrado; Marano, Alessandra; Pellegrino, Luca; Salusso, Paola; Sasia, Diego; Campanelli, Michela; Realis Luc, Alberto; Trompetto, Mario; Cardia, Roberto; Cillara, Nicola; Giordano, Antonio Nicola; Costanzo, Antonio ;Giovilli, Mario Alessandro; Turati, Luca; Canonico, Silvestro; Pellino, Gianluca; Sciaudone, Guido; Selvaggi, Francesco; Selvaggi, Lucio; Albsoul, Nader; AlBsoul, Ahmad; Alkhatib, Ala'a Aldeen; Alsallaq, Osama; Amarin, Justin Z.; Ayoub, Rami; Bsisu, Isam; El Muhtaseb, M S; Jabaiti, Mohammad; Melhem, Jamal; Nour, Ibrahim; Qwaider, Yasmeen Z.; Salameh, Mohammad Hasan; Suleihat, Ahmad; Suradi, Haya H.; Alammarin, Mohammad; Aljaafreh, Almoutuz; Bani hani, Mohammad; Bani hani, Zeina; Bani Hani, Farah; Fahmawee, Toqa; Hamouri, Shadi; Katanani, Cyrine; Tawalbeh, Ra'fat; Tawalbeh, Tamara; Zawahrah, Hassan; Abou Chaar, Mohamad K.; Abusalem, Lana; Al-Masri, Mahmoud; Al-Najjar, Hani; Barghuthi, Lutfi; Ahmed, Zahra; Maulana, Adnan; Ngotho, Omar; Kamau, Charbel; Stanley Mwenda, Aruyaru; Bosire, Fridah; Mwachiro, Elizabeth; Parker, Robert; Simel, Ian; Sylvester, Kimutai; Althini, Abdulmunem Ahmed Mustafa; Elbarouni, Sofian; Elbeshina, Aya Elseed; Gwea, Ahmed; Malek, Ans; Masoud Farag, Wedad Albashir; Abdalei, Abdulwahab; Abdel Malik, Abu Baker; Abo-khammash, Areej; Abuhlaiga, Ma'aly; Adnan, Nour; Albaggar, Marwa; Alfitory, Asma; Aljanfi, Asma; Almuzghi, Fakhruddin; Altumei, Zohoor; Alzabti, Fatima; Ashoushan, Hana; Assalhi, Mohamed; Azzubia, Joma; Bnhameida, Sondos; Delhen, Malik; Elshafei, Houssein; Elteir, Hana; Esbaga, Fatima; Gobbi, Abdel Aziz; Hamouda, Fatma; Hilan, Hamdan; Ismail, Rania; Jebran, Fieruz; Kasbour, Muataz; Maderi, Galia; Mohammad, Saja; Mohammed, Burooj; Murtadi, Habib; Mustafa, Hamassat; Rajab, Mohamed; Trenba, Sarah; Wafaa, Mariam; Al Sagheir, Eman; Almigheerbi, Alabas; Alzahaf, Ahmed; Bahroun, Sumayyah Ghayth; Ben Dallah, Najah; Elshaibani, Mahmoud; Eswaye, Haitem; Karar, Maha; Omar, Samah; Younes, Eman; Younes, Maha; Zreeg, Dafer; Abujamra, Saleh; Ashour, Firas; Elgammudi, Mala; Omar F. Aljadidi, Wesal; Saddouh, Enas; Sharif, Randa; Alabuzidi, Aya; Alwerfally, AbdulMawlay; Aribi, Sarra; Bibas, Fatma; Elfaituri, Taha; Elhajjaji, Yasmine; Khaled, Ala; Khalil, Wegdan; Layas, Tesneem; Soula, Enas; Tarek, Ahmed; Abu hallalah, Muad fathi khalleefah; Abujamra, Saleh; Ahmed, Hazem Abdelkarem; Alsharef, Tagwa; Ben Saoud, Abdulsalam Ali; El Gharmoul, Tasnim; Elhadi, Ahmed; Elrais, Safa; Shebani, Abdulhalim; Zarti, Heba; Zeiton, Asaid; Ambrazevicius, Marijus; Kaselis, Nerijus; Stakyte, Migle; Aliosin, Oleg; Cizauskaite, Agne; Dailidenas, Sarunas; Eismontas, Vitalijus; Kybransiene, Migle; Nutautiene, Vitalija; Samalavicius, Narimantas; Simcikas, Dainius; Slepavicius, Algirdas; Tamosiunas, Albinas; Ubartas, Nerijus; Zeromskas, Paulius; Bradulskis, Saulius; Dainius, Edvinas; Juočas, Juozas; Kubiliute, Egle; Kutkevičius, Juozas; Opolskis, Aurimas; Parseliunas, Audrius; Subocius, Andrejus; Venskutonis, Donatas; Virbickaite, Egle; Zuikyte, Diana; Bogusevicius, Algirdas; Buzaite, Kristina; Čepuliené, Daiva; Cesleviciene, Ieva; Cesna, Vaidotas; Gribauskaite, Jolanta; Ignatavicius, Povilas; Jokubauskas, Mantas; Liugailaitè, Monika; Margelis, Ernest; Mazelyte, Ruta; Pankratjevaitè, Lina; Pažusis, Matas; Rackeviciute, Agne; Saladyte, Justina; Škimelytè, Monika; Šlenfuktas, Vygintas; Sudeikyte, Monika; Tamelis, Algimantas; Vanagas, Tomas; Žumbakys, Žygimantas; Atkociunas, Aivaras; Dulskas, Audrius; Kuliavas, Justas; Birutis, Justas; Paškevičius, Sigitas; Šatkauskas, Mindaugas; Danys, Donatas; Jakubauskas, Matas; Jakubauskiene, Lina; Kryzauskas, Marius; Lipnickas, Vytautas; Makūnaitè, Gabija; Rasoaherinomenjanahary, Fanjandrainy; Rasolofonarivo, Herizo; Samison, Luc Hervé; Banda, Bitiel; Malemia, Precious; Msosa, Vanessa; Ahmad Izzuddin, Ahmad Imran; Das, Andre; Gan, Ying Yee; Shong Sheng, Tan; Siaw, Jia yng; Ab Rahim, Mohd Fadliyazid; Abang Jamari, Dyg Zahratul Hamrak; Che Husin, Nurfariza; Kamarulzaman, Muhd Yusairi; Lim, Yi Ping; Mohamed Kamil, Nil Amri; Mohd Hassan, Mohd Razeen; Mohd Sahid, Saidah; Mustafa, Johari; Ng, Elaine Hui Been; Wan Khazim, Wan Khamizar; Chang Ern, Ng; Lingeshan, P. g.; Sulaiman, Syariz Ezuan; Ang, Sue Ean; Bin Mohamad Sithik, Muhammad Navid; Cheong, Yih Jeng; Deva Tata, Mahadevan; Jia Xian, Law; Kadravello, Aravinthan; Koh, I-Ern; Ng, Li-Yen; Ng We Yong, Yuki Julius; Palayan, Kandasami; Sam, Chi Xuan; Siow Jin, Phuah; Tan Ern Hwei, Jeremy; Tang, Yita; Ter, Alvin Zubin; Wong, Michael Pak-Kai; Zakaria, Andee Dzulkarnaen; Zakaria, Zaidi; Henry, Fitjerald; Kalaiselvan, Thyivya; Abd Karim, Muhammad Fairuz Shah; Abdul Aziz, Mohamed Rezal; Abdul Aziz, Nora; Khong, Tak Loon; Lau, Peng Choong; Lim, Hiong Chin; Roslani, April Camilla; Seak, Jonathan Chen Ken; Wong, Sui-Weng; Wong, Lai Fen; Yeen Chin, Leow; Anyanwu, Mercy Chinemerem; Borg, Elaine; Busuttil, Zachary; Calleja, Thomas; Chircop, Kurt Lee; Cutajar, Ruth; Dimech, Andrew Michael; Ellul, Sarah; Galea, Joseph; Gascon Perai, Kiara; Gatt, Ruth; Kelman, Lisa; Micallef, Elizabeth; Nwolu, Favour; Sammut, Kim; Thompson, Joanna; Warwicker, Sean; Zammit, Matthew; Cordera, Fernando; Cruz González, Efraín; Sánchez-García, Jorge; Barbosa Camacho, Francisco José; Barrera López, Francisco Javier; Zuloaga Fernandez del Valle, Carlos Jose; Acosta, Eric; González Espinoza, Iván Romarico; Moreno, Perla; Cortes-Flores, Ana Olivia; Fuentes Orozco, Clotilde; Gonzalez Ojeda, Alejandro; Corro Díaz González, Samantha; Martinez, Laura; Ramos-De la Medina, Antonio; Mosqueda Amador, Bonifacio; Novoa, Armando; Olazo Espejo, Dennet Arturo; Jimenez, Alejandro; Lopez Rosales, Federico; Vanoye, Elva Gabriela; Garcia Gonzalez, Luis Alberto; Miranda-Ackerman, Roberto Carlos; Solano-Genesta, Manuel; Alvarez-Cano, Alethia; Romero-Garza, Hector Hugo; Medina-Franco, Heriberto; Mejía-Fernández, Lorelí; Salgado-Nesme, Noel; Vergara-Fernandez, Omar; Gutiérrez-Mota, Guadalupe Montserrat; Hernandez Vera, Francisco Xavier; Llantada Lopez, Anabella; Morgan Villela, Gilberto; Ramirez Padilla, Felipe de Jesus; Tapia Marin, Walezka; Martínez Maldonado, Mónica; Sánchez Suárez, Ramses; Troche, José Manuel; Benyaiche, Chaymae; Outani, Oumaima; Amine, Souadka; Benkabbou, Amine; Majbar, Anass Mohammed; Mohsine, Raouf; Rafik, Ali; Oung, Thida; Tin, Moe Moe; Borowski, David W; Plarre, Philipp; Borowski, David W; Plarre, Philipp; Alberga, Anna; Sluiter, Nina; Tuynman, Jurriaan; Blok, Robin; Cömert, Didem; Hompes, Roel; Kalff, Marianne; Stellingwerf, Merel Elisabeth; Tanis, Pieter; van Berge Henegouwen, Mark; van Praag, Elise Maria; Wisselink, Daan; Gerhards, Michael; Lopes Cardozo, Josephine; Westerduin, Emma; de Jonge, Joske; van Geloven, Aaw; van Schilt, Kaz; den Boer, Frank; Stoots, Simone; Vlek, Stijn; Adams, Jamie; Al-Busaidi, Ibrahim S.; Budd, Gabrielle; Choi, Seung il; Chu, Michael Jen Jie; Ganugapati, Anurag; McKinstry, Lucy; Pascoe, Rebecca; Richards, Simon; Rosser, Kenrick; Stevenson, Annie; White, Rebecca; Farik, Shebani; Kwun, Jin; Murad, Ahmed; Cowan, Sarah; Hall, Timothy; Hayton, Michael; Malam Sani, Laminou; Oumarou Garba, Souleymane; Adamou, Harissou; Amadou Magagi, Ibrahim; Habou, Oumarou; Aliyu, Halima; Daniyan, Muhammad; Sholadoye, Tunde T.; Abdullahi, Lawal; Anyanwu, Lofty-John; Mohammad Mohammad, Aminu; Muhammad, Abubakar Bala; Sheshe, Abdurrahman Abba; Suleiman, Ibrahim; Adesina, Alaba; Awolowo, Ajibola; Onuoha, Clement; Salami, Omotayo; Taiwo, Ogechukwu; Taiwo, Agboola; Kache, Stephen; Makama, Jerry Godfrey; Sale, Danjuma; Abiola, Olajide; Ajao, Akinlabi; Ajiboye, Anthony; Etonyeaku, Amarachukwu; Olaogun, Julius; Adebanjo, Ademola; Adesanya, Opeoluwa; Afolayan, Michael Olatunji; Balogun, Olanrewaju; Makanjuola, Ayomide; Nwokocha, Samuel; Ojewola, Rufus Wale; Olajide, Thomas Olagboyega; Aderounmu, Adewale; Adesunkanmi, Abdul-Rashid; Adisa, Adewale; Agbakwuru, Augustine; Akeem Aderogba, Adeleke; Alatise, Olusegun Isaac; Arowolo, Olukayode; Lawal, Oladejo; Mohammed, Tajudeen; Ndegbu, Chinedu; Olasehinde, Olalekan; Wuraola, Funmilola; Akinkuolie, Akinbolaji; Etonyeaku, Amarachukwu; Mosanya, Arinzechukwu; Ayandipo, Omobolaji; Elemile, Peter; Lawal, Taiwo Akeem; Ali SANI, Samuel; Garba, Stephen; Hauwa SANI, Rebecca; Olori, Samson; Onyebuashi, Henry; Umoke, Ifeanyi; Adenuga, Adedire; Adeyeye, Ademola; Habeeb, Olufemi; Lawal, Bashir; Nasir, Abdulrasheed; Aahlin, Eirik Kjus; Kjønås, Didrik; Myrseth, Elisabeth; Abbasy, Jibran; Alvi, Abdul; Saleem, Omair; Afzal, Asma; Nazir, Anam; Farooq, Muhammad; Liaqat, Ayesha; Naqi, Syed Asghar; Raza, Ali; Sarfraz, Muzna; Sarwar, Muhammad; Banglani, Muntaha; Munir, Ambreen; Sehrish, Rahmat; Ayub, Bushra; Sayyed, Raza; Altaf, Amna; Ayub, Saima; Qureshi, Ahmad Uzair; Saeed, Komal; Syed, Bilal; Akbar, Sana Amir; Anwer, Abdul Wahid; Khan, Ruqayya Naheed; Khan, Amina Iqbal; Khattak, Shahid; Mohtasham, Sameen; Parvaiz, Muhammad Asad; Syed, Aamir Ali; Ansari, Abdul Basit; Shahzad, Noman; Khaliq, Tanwir; Rashid, Isbah; Waqar, Shahzad Hussain; Abu Al-saleem, Hasan; Abu Alqumboz, Amjad; Alqadi, Mohammad; Amro, Adham; Assa, Rawan; Awesat, Eman; Ayyad, Rawan; Hammad, Mohammed; Haymony, Ayat; Hijazi, Bassel; Hmeidat, Bara; Lahaseh, Rowaa; Qawasmi, Aseel; Rajabi, Alaa; Shehada, Mohammed; Shkokani, Sundus; Yaghi, Yasmine; Yaghi, Nadine; AlZohour, Mohammad; Farid, Mohammad; Habes, Yousef Mahmoud; Juba, Wesam; Nubani, Yanal; Rabee, Abdelrahman; Sa'deh, Mohammad; Abed, Saeed; Al basos, Iyad; Alswerki, Mohammad; Ashour, Dina; Awad, Israa; Diab, Samar; El Jamassi, Alaa; El-Kahlout, Sahar; Elhout, Somaya; Hajjaj, Ahmed N K; Hasanain, Doaa; Nabil hajjaj, Baraa; Obaid, Mohammed; Saikaly, Eman; Salhi, Ahmed; Al-Tammam, Hiba; Almasri, Murad; Baniowda, Muath; Beshtawi, Doha; Horoub, Ali; Misk, Rami; Mohammad, Bayan; Qasrawi, Rami; Sholi, Tasnim; Abu-Nimeh, Samar; Abu-srour, Abrar; Abukhalaf, Sadi A.; Adawi, Samer; Alsalameh, Barah; Ayesh, Kholoud; Elqadi, Muawiyah; Hammouri, Ahmad; Karim Mustafa, Fatima; Marzouqa, Natalie; Melhem, Shatha; Miqdad, Dima; Mohamad, Balqees; Rawhi, Mhammed; Abu Ahammala, Ayman B.; Abu Ataya, Ahmed; Abu Jayyab, Israa; Al-Shwaikh, Samar; Alagha, Othman; Alasttal, Mohammed; Awadallah, Haneen; Elblbessy, Mahmood; Fares, Jehad; Jarbou, Akram; Mahfouz, Ibtisam; Albahnasawi, Moath A.; Abo mahadi, Asmaa'; Abuelhatal, Hasan; Abuelqomboz, Ayham; Almoqayyad, Abdelrahman; Alwali, Abdallah; Balaawi, Reem; Hamouda, Mahmoud; Humeid, Mohammed; Jedyan, Abdullah; Mahmoud Abu hamam, Tasneem; Matar, Ghadeer; Salem, Ali; Samra, Tahani; Shaheen, Nureddin; Shihada, Karam; A. Nemer, Ayoob; Abu Al Amrain, Mahmoud; Abu Alamrain, Abdulwhhab; Abu Jamie, Najlaa; Abu-Rous, Mohammed R.; Alfarra, Nada; AlTaweel, Mohammed; Alwhaidi, Noor; Hamed, Ramadan; Saqqa, Bader; Shaheen, Ahmad; Aljaber, Dana; Aljaberi, Loay; Alwaheidi, Malak; Jawaada, Assef; Khaldi, Hani; Qahoush, Rami; Qari, Jalil; Saadeh, Rana; Salim, Ahlam; Yacoub, Aseel; Abbas, Abbas; Abu shua'ib, Rana; Abu Zainah, Baraa; AbuSirrees, Mahmoud; Babaa, Basheer; Barhoush, Ola; Belal qadomi, Asef; Daraghmeh, Laith; Haji, Reema; Khatatbeh, Alaa; Khatib, Lana; Qarariah, Salsabeel; Quzmar, Yara; Safadi, Khalil; Salameh, Roqaya; Hassan, Mohammad; Herzallah, Shifaa; Massad, Loai; Nazzal, Ahmed; Nazzal, Ranin; Escobar, Dennis; Machain V, Gustavo Miguel; Rodriguez Gonzalez, Agustin; Chachaima Mar, Jorge Emerson; Chinchihualpa Paredes, Nathaly Olga; Cuba, Vicente; Lopez, Walter; Niquen Jimenez, Maria Milagros; Sanchez Bartra, Nestor Alberto; Sapallanay Ojeda, Olenka; Sequeiros, Diego; Toscano Pacheco, Andrea; Vergara, María; Abarca, Sol; Alcorta, Rodrigo; Borda-Luque, Giuliano; Eusebio Zegarra, Ivan Edward; Luján López, Claudia; Marrufo, Mirella; Mogrovejo, Cinthya; Nomura, Andrea; Rodríguez Angeles, Yamile; Vidal Meza, Maitza Rosario; Zavala, Gabriela; Castillo Arrascue, José Neiser; Hidrogo Cabrera, Jomara Caroline; Larrea vera, José Julio Mariano; Osorio, Miguel; Ylatoma Díaz, Edgar Alcides; Fontanilla, Mark Anthony; Fuentes, Joseph Roy; Salazar, Anna Leah; Dominguez, Genieve; Lopez, Marc Paul; Macalindong, Shiela; Onglao, Mark Augustine; Ramirez, Arjel; Sacdalan, Marie Dione; Tampo, Mayou Martin; Uy, Gemma Leonora; Mangahas, Jeremiah; Yabut, Kenneth; Cañete, Joannes Paul; Cansana, Bernalynn Eris; Castro, Ernes John; Lipana, Maria Kaiserin; Roxas, Manuel Francisco; Zara, Vlu Jean; Chroł, Maciej; Franczak, Paula; Orłowski, Michał; Budzyński, Piotr; Budzyński, Andrzej; Bury, Pawel; Czerwińska, Agata; Dworak, Jadwiga; Dziedzic, Jacek; Kisielewski, Michał; Kulawik, Jan; Lasek, Anna; Major, Piotr; Małczak, Piotr; Migaczewski, Marcin; Pędziwiatr, Michał; Pisarska, Magdalena; Radkowiak, Dorota; Rubinkiewicz, Mateusz; Rzepa, Anna; Skoczylas, Tomasz; Stanek, Maciej; Truszkiewicz, Katarzyna; Wierdak, Mateusz; Winiarski, Marek; Zarzycki, Piotr; Zub-Pokrowiecka, Anna; Kowalewski, Piotr; Roszkowski, Rafał; Walędziak, Maciej; Tomé, Miguel; Patrocinio, Sara; Guerreiro, Ines; Almeida, Filipe; de Sousa, Xavier; Monteiro, Nuno; Costa Santos, Maria Teresa; de Oliveira, Daniela; Lopes Serra, Marta; Morgado, Daniela; Neves, Christian; Oliveira, Ana Carolina; Pimentel, Alice; Silva, Sofia; Carvalho, Márcia; Carvalho, Lúcia; Magalhães, Joana; Matos, Leonor; Monteiro, Tânia; Ramos, Carlota; Santos, Vanessa; Barbosa, José; Costa-Maia, Jose; Devezas, Vítor; Fareleira, Ana; Fernandes, Cristina; Gonçalves, Diana; Mora, Henrique; Morais, Marina; Silva de Sousa, Fabiana; Catarino Santos, Sara; Logrado, Ana; Tojal, André; Amorim, Edgar; Cunha, Miguel F.; Fazenda, Ana; Melo Neves, João Pedro; Sampaio da Nóvoa Gomes Miguel, Inês Isabel; Veiga, Diogo; Azevedo, José; Cardoso Louro, Hugo; Leite, Mariana; Azevedo, José; Bairos Menezes, Maria; Gama, Bárbara; Brito, Diana; Cruz Martins, Marta Cristina; Graça e Magalhães, André; Longras, Ana Catarina; Lourenço, Rita; Matos, Diana; Castro, Luis; Policarpo, Filipa; Romano, Joana; Leite, Mariana; Monteiro, Cristina; Pinto, Diogo; Duarte, Marina; Fortuna Martins, Sónia; Oliveira, Mariline; Galvão, Diogo; Martins, Lisandra; Silva, Anaisa; Taranu, Viorel; Vieira, Bárbara; Neves, Jessica; Oliveira, Simone; Ribeiro, Hugo; Cinza, Margarida; Felix, Rosa; Machado, Arnaldo; Oliveira, Joana; Patrício, Joana; Pedroso de Lima, Rita; Pereira, Mário; Rocha Melo, Miguel; Velez, Cristina; Abreu da Silva, Alberto; Claro, Mariana; Costa Santos, Daniel; Ferreira, Andreia; Capote, Hugo; Rosado, Daniela; Taré, Filipa; Nogueira, Oriana; Ângelo, Miguel; Baiao, José Miguel; Guimarães, Andreia; Marques, João; Nico Albano, Miguel; Silva, Marta; Valente da Costa, Ana; Vieira Caroço, Teresa; Almeida Braga, Sara; Capunge, Ines; Fragoso, Marta; Guimarães, João; Pinto, Bruno; Ribeiro, João; Angel, Miguel; Fialho, Guilherme; Guerrero, Monica; Campos Costa, Filipa; Cardoso, Diogo; Cardoso, Vasco; Alves, Magda; Estalagem, Inês; Louro, Tiago; Marques, Cláudia; Martelo, Rita; Morgado, Miguel; Canotilho, Rita; Correia, Ana Margarida; Martins, Pedro; Peyroteo, Mariana; Gomes, João; Monteiro, Rita; Romano, Manuela; Alves, Daniela Macedo; Peixoto, Rita; Quintela, Catarina; Jervis, Maria João; Melo, Débora; Pacheco, André; Paixão, Valter; Pedro, Vera; Pimenta, Joana; Pimenta de Castro, João; Rocha, Ana; Beuran, Mircea; Bratu, Matei Razvan; Ciubotaru, Cezar; Diaconescu, Bogdan; Hostiuc, Sorin; Negoi, Ionut; Stoica, Bogdan; Anokhin, Evgeny; Kuznetsov, Georgy; Oganezov, Giorgi; Paramzin, Fedor; Romanova, Ekaterina; Rutkovskii, Valeryan; Rutkovskii, Vasilii; Shushval, Mikhail; Zabiyaka, Mikhail; Dzhumabaev, Khasan; Ivanov, Valerii; Mamedli, Zaman; Achkasov, Sergey; Balkarov, Artem; Nabiev, Elnur; Nagudov, Marat; Rybakov, Evgeny; Saifutdinova, Karina; Sushkov, Oleg; Vardanyan, Armen; Costas-Chavarri, Ainhoa; Joseph, Lule; Ndayishimiye, Isaac; Allen Ingabire, JC; Faustin, Ntirenganya; Mutabazi, Alphonse Zeta; Mvukiyehe, Jean Paul; Nsengimana, Vizir J. P; Uwakunda, Carine; Abbas, Mohammad Monir; Akeel, Nouf; Aljiffry, Murad; Awaji, Kholoud; Farsi, Ali; Jamjoum, Ghader; Khoja, Ahmad; Maghrabi, Ashraf; Malibary, Nadim; Nassif, Mohammed; Saleem, Abdulaziz; Sultan, Abdullah; Tashkandi, Wail; Tashkandi, Hanaa; Trabulsi, Nora; Ba, Mouhamadou Bachir; Diallo, Adja Coumba; Ndong, Abdourahmane; Cuk, Vladica; Janković, Uroš; Juloski, Jovan; Koh, Sharon Zhiling; Koh, Frederick; Lee, Kuok Chung; Lee, Kai Yin; Lee, Sean; Leong, Wei Qi; Lieske, Bettina; Lui, Su Ann; Prakash, Prajwala; Grosek, Jan; Norcic, Gregor; Tomazic, Ales; Fitchat, Nicolas; Jaich, Robert; Wineberg, Devorah; Koto, Modise Zacharia; Baiocchi, Daniella; Clarke, Damian; Steenkamp, Christina Johanna; Van Straten, Stephanie; Bannister, Sharon; Boutall, Adam; Chinnery, Galya; Coccia, Anna; Dell, Angela; Karjiker, Parveen; Kloppers, Christo; Loxton, Nicholas; Mabogoane, Tumi; Malherbe, Francois; Panieri, Eugenio; Rayamajhi, Shreya; Spence, Richard; van Wyngaard, Tirsa; Warden, Claire; Madiba, T E; Moodley, Yoshan; Pillay, Nivashen; Brooks, Savannah; Kruger, Charlise; Van Der Merwe, Lisa Hannah; Gool, Ferhana; Kariem, Maahir; Bougard, Heather; Chu, Kathryn; Kariem, Nazmie; Noor, Fazlin; Pillay, Reantha; Steynfaardt, Leandi; González González, Lucía; Marín Santos, José Miguel; Martín-Borregón, Paula; Martínez Caballero, Javier; Nevado García, Cristina; Rodriguez Fraga, Pastora; De Castro Parga, Gonzalo; Fernández Veiga, Maria Pilar; Garrido López, Lucía; Infante Pino, Hugo; Lages Cal, Irene; López Otero, Marta; Nogueira Sixto, Manuel; Paniagua García Señorans, Marta; Rodríguez Fernández, Laura; Ruano Poblador, Alejandro; Rufo Crespo, Erika; Sanchez-Santos, Raquel; Vigorita, Vincenzo; Alonso Batanero, Ester; Asnel, Dorisme; Cifrian Canales, Isabel; Contreras Saiz, Elisa; De Santiago Alvarez, Irene; Díaz Vico, Tamara; Fernandez Arias, Sebastian; Fernández Martínez, Daniel; García Bernardo, Carmen; García Flórez, Luis Joaquín; Garcia Gutierrez, Carmen; García Munar, Manuel; Márquez Zorrilla Molina, Carlos Alberto; Merayo, Marta; Michi Campos, José Luis; Moreno Gijon, Maria; Otero-Diez, Jorge L.; Rodicio Miravalles, Jose Luis; Solar-Garcia, Lorena; Suárez Sánchez, Aida; Truan, Nuria; Alejandre Villalobos, Cristina; Caballero Díaz, Yurena; Jimenez, Marta; Montesdeoca, Dacil; Navarro-Sánchez, Antonio; Vega, Victor; Beltrán de Heredia, Juan; Gómez, Zahira; Jezieniecki, Carlos; Legido Morán, Ana Patricia; Montes-Manrique, Mario; Rodriguez-Lopez, Mario; Ruiz Soriano, María; Trujillo Díaz, Jeancarlos; Vazquez Fernandez, Andrea; Argudo, Nuria; Pera, Miguel; Torrent Jansà, Laia; García Domínguez, Melody; Goded, Ignacio; Roldón Golet, Marta; Talal El-Abur, Issa; Utrilla Fornals, Alejandra; Zambrana Campos, Vanesa; Aguilar Martinez, Maria Del Mar; Bosch, Marina; García-Catalá, Luis; Sánchez-Guillén, Luis; Artigau, Eva; Gomez Romeu, Nuria; Julià Bergkvist, David; Espina Perez, Beatriz; Morató, Olga; Olona, Carles; Diéguez, Beatriz; Forero-Torres, Alexander; Losada, Manuel; Gomez-Abril, Segundo; Gonzálvez, Paula; Martinez, Rosario; Navarro Martínez, Sergio; Payá-Llorente, Carmen; Pérez Rubio, Álvaro; Santarrufina Martinez, Sandra; Sebastián Tomás, Juan Carlos; Trullenque Juan, Ramon; Gegúndez Simón, Alberto; Maté, Paloma; Prieto-Nieto, Maria Isabel; Rubio-Perez, Ines; Urbieta, Aitor; Vicario Bravo, Marina; Abelló, David; Frasson, Matteo; Garcia-Granero, Alvaro; Abad Gurumeta, Alfredo; Abad-Motos, Ane; Lucena-de Pablo, Elena; Nozal, Beatriz; Ripollés-Melchor, Javier; Salvachúa, Rut; Ferrero, Esther; Garcia-Sancho Tellez, Luis; Ortega Vázquez, Irene; Picardo, Antonio L.; Rojo López, Jose Alberto; Zorrilla Matilla, Laura Patricia; Cagigas Fernandez, Carmen; Castanedo Bezanilla, Sonia; Estevez Tesouro, José; Fernandez-Diaz, Maria Jose; García Cardo, Juan; Gomez Ruiz, Marcos; Gonzalez-Tolaretxipi, Erik; Jimeno Fraile, Jaime; Poch, Cristobal; Rodriguez-Aguirre, Montserrat; Troche Pesqueira, Noemí; Trugeda-Carrera, Maria Soledad; de la Torre, Javier; Blanco-Colino, Ruth; Espin-Basany, Eloy; Espinosa-Bravo, Martin; Morales Comas, Clara; Reyes Afonso, Eduardo; Rivero Déniz, Joaquín; Siso Raber, Christian; Verdaguer Tremolosa, Mireia; Chandrasinghe, Pramodh; Kumarage, Sumudu; Wijekoon Arachchilage, Nimeshi; Senanayake, Kithsiri Janakantha; Abdalla Ahmed Elkamel, Ahmed; A. Adam, Mohammed; Saleh, Mahmoud; Blomme, Nina; Thorell, Anders; Wogensen, Fredrik; Älgå, Andreas; Ansarei, Dhirar; Celebioglu, Fuat; Heinius, Göran; Nigard, Linda; Pieniowski, Emil; Ahlqvist, Sandra; Björklund, Ida; Cengiz, Yucel; Frånberg, Andreas; Håkansson, Martina; Adamo, Karin; Franklin, Oskar; Sund, Malin; Wiberg, Rebecca; Andersson, Yvette; Chabok, Abbas; Nikberg, Maziar; Kugelberg, Alexander; Canonica, Claudia; Christoforidis, Dimitrios; Fasolini, Fabrizio; Gaffuri, Paolo; Giuliani, Mauro; Meani, Francesco; Popeskou, Sotirios Georgios; Pozza, Silvia; Wandschneider, Wiebke; Peterer, Lorenz; Widmer, Lukas Werner; Zimmermann, Bernd; Bakoleas, Panagiotis; Chanousi, Iris; Charalampidou, Lydia; Grochola, Lukasz Filip; Heid, Franziska; Ntaoulas, Sotirios; Outos, Michail; Peros, Georgios; Podolska-Skoczek, Hanna; Reinisch, Katharina Beate; Zielasek, Christian; Clerc, Daniel; Demartines, Nicolas; Gilgien, Jérôme; Kefleyesus, Amaniel; St-Amour, Pénélope; Toussaint, Arnaud; Alhimyar, Maryam; Alsaid, Bayan; Alyafi, Amr; Alkhaledi, Ahmad; Kouz, Basel; Omarain, Ahmad; Al-Sabbagh, Yusra; Alkhatib, Haya; Sara, Samer; Alhaj, Ahmad; Danial, Aghyad; Kadoura, Lama; Maa Albared, Sarah; Monawar, Yamen; Nahas, Louei; Abd, Barook; Saad, Ahmad; Wakkaf, Habib; Bouaziz, Hanen; Bouzaiene, Hatem; Ghalleb, Montassar; Akaydin, Elif; Akbaba, Ata Cem; Atakul, Onur; Baltaci, Ege; Besli, Sevval; Burgu, Gökçen; Cenal, Ulukan; de Muijnck, Cansu; Demirkaya, Hasan Can; Dogruoz, Alper; Gezer, Zeynep Ipek; Gündoğdu, Yasemin; Kara, Merve; Korkmaz, Hasan Kürşad; Kurtoğlu, Gökalp Kağan; Ozben, Volkan; Ozmen, Berk Baris; Pektaş, Ahmet Murat; Sel, Eda Kübra; Yenidünya, Nilüfer; Bengur, Fuat Baris; Oral, Berke Mustafa; Yozgatli, Tahir Koray; Abdullayev, Seymur; Gunes, Mehmet Emin; Sahbaz, Nuri Alper; Banaz, Tuba; Kargici, Kübra; Kuyumcu, Omer Faruk; Yanikoğlu, Erkan; Yeşilsancak, Merve; Yilmaz, Duygu; Aktas, Melik Kagan; Rencuzogullari, Ahmet; Isik, Arda; Leventoğlu, Sezai; Yalçinkaya, Ali; Yüksel, Osman; Kalayci, Mustafa U; Kara, Yasin; Sarici, Inanc Samil; Akin, Alp; Alemdağ, Gökçe nur; Arslan, Ekin; Baki, Bahadir Emre; Bodur, Muhammed Selim; Calik, Adnan; Candas Altinbas, Bahar; Cihanyurdu, Irem; Erkul, Oğuz; Gül, Burak; Guner, Ali; Köse, Beyza; Semiz, Anil; Sevim, Şule; Tayar, Serkan; Tomas, Kadir; Tüfek, Ozan yavuz; Türkyilmaz, Serdar; Uluşahin, Mehmet; Usta, Arif; Yildirim, Reyyan; Güler, Sertaç Ata; Tatar, Ozan Can; Varol, Ecenur; Kirimtay, Busenur; Uysal, Muhammed; Yildiz, Alp; Kose, Emin; Ciftci, Ahmet Burak; Çolak, Elif; Eraslan, Huseyin; Kucuk, Gultekin Ozan; Yemez, Kürşat; Lule, Herman; Bienfait, Mumbere; Lule, Herman; Bua, Emmanuel; Doe, Matthew; Okalany, Noella; Birindelli, Arianna; Basarab, Maksym; Bielosludtsev, Oleksii; Freigofer, Maryna; Kolhanova, Kateryna; Perepelytsia, Kateryna; Romanukha, Kateryna; Savenkov, Dmytro; Siryi, Stanislav; Tereshchenko, Maksym; Viacheslav, Nezamai; Volovetskyi, Anton; Kebkalo, Andrey; Tryliskyy, Yegor; Tyselskiy, Volodimir; Bruce, Eilidh; Chow, Bing Lun; Iddles, Emma; McGuckin, Sarah; Newall, Nicola; Ramsay, George; Sharma, Parivrudh; Stewart, Caitlin; Wong, Jeremy; Badran, Abdul; Bath, Michael; Belais, Fanny; Butt, Eman; Joshi, Kaustuv; Kapur, Milan; Shaw, Mike; Townson, Adam; Williams, Christopher Yee Khang; Gray, Timothy; Greig, Robert; Husain, Mansoor; Murray, Elspeth; Mustafa, Ahmed; Asif, Ashar; Gokul, Arya; Shah, Max; Akitikori, Mabel Temisanren; Charalabopoulos, Alexandros; Davidson, Sophie; McNally, Sinead; Rupani, Shamil; Juma, Fatema; Mills, Sarah Catherine; Muirhead, Laura; Sellars, Kate; Walsh, Una; Warren, Oliver; Chambers, Alice; Hunt, Richard; Teasdale, Ella; Boyce, Stephen; Cornwall, Hannah; Tol, Isabel; Argyriou, Eleftherios Orestis; Eardley, Nicola; Povey, Meical; Aithie, Joanna M S; Irfan, Ahmer; McGuigan, Mari-Claire; Starr, Robert; Warren, Craig Russell; Archibald, Jess; Kirby, Georgia; Kisyov, Ivan; Khoo, Chun Kheng; Lee, Rachel; Photiou, Dana; Davis, Rowan; Prasad, Uday; Yang, P Zichu; Bird, Jonathan; Leung, Edmund; Summerour, Virginia; Currow, Chelise; Kiam, Jianshen; Tan, Gerald Jack Soon; Muthusami, Anitha; Pegba-Otemolu, Ibifunke; Urbonas, Tomas; Nunoo-Mensah, Joseph; Smolskas, Edgaras; Boddy, Alex; Gravante, Gianpiero; Hunter, David; Andrew, David; Koh, Amanda; Thompson, Amari; Adams, Lawrence; Clements, Hollie A; De Silva, Kasun; Ekpete, Ogbonnia; Haque, Seraj; Henderson, Scott; Ibrahim, Bilal; Jayasinghe, Thummini; Livie, Jennifer; Mailley, Keir; Nair, Gopikrishnan; Tan, Daniel; Baggaley, Caitlin; Dawidziuk, Aleksander; Szyszka, Bartosz; Barter, Charlotte; Gandhi, Nirav; Hassell, Karen; Hitchin, Samantha; Kelsall, Jennett; Nagy, Eva; Nessa, Ashrafun; Whisker, Lisa; Yanni, Fady; Ali, Mahmoud; Arora, Deeksha; Hediwattege, Sunanda; Kumarasinghe, Navam; Rathore, Munir; Tennakoon, Athula; Ali Ahmad, Syed Mustafa; Bajomo, Oreoluwa; Nadira, Fahema; Celentano, Valerio; Bhangu, Aneel; Glasbey, James; Griffiths, Ewen; Karri, Rama Santhosh; Mak, Jason Kei Chak; Nepogodiev, Dmitri; Pipe, Michelle; Bhatti, Muhammad Iqbal; Rabie, Mohamed; Boyle, Connor; Hamilton, David; Mihuna, Aishath; Ng, James Chean Khun; Nicholson, Gary; Oliwa, Agata; Pearson, Robert; Rose, Anna; Yong, Shun Qi; Boereboom, Catherine; Hanna, Michael; Walter, Catherine; Greensmith, Thomas Samuel; Mitchell, Rachel; Monaghan, Eimear; Crawford, James; Moug, Susan; Blackwell, James; Boyd-Carson, Hannah; Herrod, Philip; Al-Allaf, Omar; Beattie, Miriam; Bullock, Cameron; Burman, Shivang; Clark, Gemma; Flamey, Nicolas; Flannery, Oliver; Harding, Alexander; Kodiatt, Ben; Lawday, Samuel; Mahapatra, Shivani; Mukundu Nagesh, Navin; Ng, Michael; Rye, Dupinderjit; Yoong, Andrel; Clark, Laura; Deans, Chris; Edirisooriya, Monisha; Fairfield, Cameron J; Harrison, Ewen M; Carrington, Emma Victoria; Wong, Tsz Lun Ernest; Yusuf, Baasil; Chamberlain, Carla; Duke, Kathryn; Kmiotek, Elizabeth; Botes, Azel; Condie, Natalie; Schrire, Timothy; Shah, Reena; Thomas-Jones, Iolo; Yates, Charlotte; Anthony, Natasha; Matthews, Edward; Sahnan, Kapil; Tankel, James; Tucker, Sally; Winter Beatty, Jasmine; Ziprin, Paul; Duggan, William; Kantartzi, Anastasia; Sridhar, Shruthi; Khaw, Rachel Alys; Srivastava, Prakhar; Underwood, Charlotte; Alves do Canto Brum, Homero; Chopra, Sharat; Davis, Laura; Hughes, Rebecca; Tulley, Joshua; Alberts, Justin; Athisayaraj, Thomas; Olugbemi, Mojolaoluwa; Ahmad, Kasim; Chan, Claudia; Chapman, Gavin; Fleming, Hannah; Fox, Benjamin; Grewar, Julia; Hulse, Kate; Rutherford, Duncan; Sinead, Mackay; Smith, Scott; Speake, Doug; Vaughan-Shaw, Peter G; Christodoulides, Natasha; Kudhail, Simrit; Welch, Matthew; Husaini, Syed Muhibullah; Lambracos, Simon; Anyanwu, Chikamuche; Suresh, Rishi; Thomas, Jimmy Scott; Gleeson, Elizabeth; Platoff, Rebecca; Saif, Areeba; Enumah, Zachary; Etchill, Eric; Gabre-Kidan, Alodia; Bernstein, Mitchell; Carrano, Francesco Maria; Connors, Joseph; Lynn, Patricio; Melis, Marcovalerio; Newman, Elliot; Foster, Deshka S; Perrone, Kenneth; Titan, Ashley; Weiser, Thomas G; Ahmad, Sarwat; Bafford, Andrea Chao M. D.; Dal Molin, Marco; Hanna, Nader; Zafar, Syed Nabeel; Hemmila, Mark; Napolitano, Lena; Wong, Jane J; Chandler, Julia; Wood, Lauren; Wren, Sherry; Ottesen, Taylor; You, Lucia; Yu, Kristin; Arciénega Yañez, María del pilar; Ferreira Fernandes, Martin; González, Daniel; Cubas, Santiago; González, María Catalina; Zubiaurre, Vanessa; Demolin, Rodrigo; Giroff, Nicolas; Sciuto, Pablo; Campos, Maite; Rodríguez Cantera, Gabriela; Wagner, Gabriela; Deepika, Garg; Maimbo, Mayaba; Simuchimba, Elliot; Bulaya, Anadi; Chibuye, Chali; Chirengendure, Bright; Kabale, Mary-Rose; Kabongo, Kizito; Linyama, David; Munthali, James; Mweso, Oliver; Pikiti, Francis; Otieno, James; Chan, Erick; Lai, Log Tung; Blackman, Brighid; Richards, Sophie; Subramaniam, Suren; Karim, Rafid; Kok, Nathan; Lee, Yanni Dion; Ali, Shabina; Sinha, Aanjaneya; Corrigan, Robert; Barnes, Nicole; Wong, Florence; Dennis, Grace; Jedamzik, Julia; Phillips, Emil; Piette, Wivine; Van hentenryck, Marie; Koco, Houenoukpo; Lawani, Souliath; Kassa, Mamo Woldu; Santos Bezerra, Tainá; Gribnev, Petar; Dimitrov, Dobromir; Krastev, Panche; Oum, Sovannarith; Bonghaseh, Divine Tim; Al Farsi, Maryam; Alsharqawi, Nourah; Agarwal, Arnav; Acevedo, Veronica; Castillo Barbosa, Andrea Carolina; Giron, Felipe; Leon Rodriguez, Jimmy Paul; Kučan, Darko; Rosko, Damir; Barsic, Neven; Župan, Domagoj; Hegazi, Amgad; Trunčíková, Vendula; Fryba, Vladimir; Mohamed, Mostafa; Sultan, Ahmed; Nagi, Ahmed; Rashad Temerik, Abdallah; Elshawy, Mohamed Elemam; Mahmoud, Moustafa Ibrahim; Omar, Shrouk; Anwar, Mohamed; Rageh, Tarek; Elmokadem, Aya; Gaballa, Khaled; Teppo, Sandra; Turunen, Antti; Pengermä, Pasi; Ballouhey, Quentin; Bergeat, Damien; Weyl, Ariane; Hain, Elisabeth; Gyedu, Adam; Yenli, Edwin; Osei-Poku, Dorcas; Rompou, Vaia-Aliki; Zoikas, Athanasios; Gaitanidis, Apostolos; Koukis, Georgios; Perivoliotis, Konstantinos; Tavlas, Panagiotis; Galanos-Demiris, Konstantinos; Zografos, George; Karavokyros, Ioannis; Xanthopoulou, Georgia; Iordanidou, Eirini; Ayau, Fernanda; Garcia, Allan; Damján, Pekli; Wason, Deepender; B L, Ashika; Rangganata, Ervandy; Kamath, Prerna; O'Connor, Donal B; Pinto, Margherita; Perrone, Fabrizio; Tropeano, Francesca Paola; Troilo, Francesca; Bossi, Daniela; Scala, Dario; Pulitanò, Lucrezia; Carella, Marcella; Pietrabissa, Andrea; Gori, Alice; Giraudo, Giorgio; De Simone, Veronica; Russo, Alfio Alessandro; Braccio, Bartolomeo; Al-Taher, Raed; Athamneh, Sarah; Parker, Andrea; Sawiee, Adnan; Kattia, Amina; Salem, Malik; Tababa, Osama; Shaeeb, Zuhour; Syminas, Vilius; Jurgaitis, Jonas; Damulevičienè, Gytè; Svagzdys, Saulius; Poskus, Tomas; Razafimanjato, Narindra Njarasoa Mihaja; Chieng Loo, Ling; Tiong, Ing Ching; Wan Muhmad, Wan Farahiyah; Vijeyan, Harinthiran; Li Ying, Teoh; Grech, Gabriella; Arrangoiz, Rodrigo; Jimenez Ley, Vania Brickelia; Arizpe, Daniel; Jimenez Ley, Vania Brickelia; Lagunes Lara, Elizabeth; Castro López, Elizabeth Victoria; Eaazim, Jose; Gordinou de Gouberville, Marije; Bastiaenen, Vivian; Rottier, Simone; Nahab, Fouad; Ji, Maria Yeonhee; Seyoji, Mohammed; Nwachukwu, Callistus; Emeghara, Okechukwu; Muhammed, Sayyid Egbunu; Idowu, Ayodeji; Sowemimo, Olamiposi; Ogundoyin, Olakayode; Akande, Oluwatosin; Lott, Alexander; Nadeem, Maliha; Laghari, Ahsan Ali; Loya, Asif; Mushtaq, Hassan; Abdullah, Muhammad Tariq; Abuhilal, Baseel; Atawneh, Mohammad; Hamdan, Hamdan; Alhabil, Belal; Srour, Abedelrahman; Mousa, Ibrahim; Da Silva Medina, Luis; Sacdalan, Marie Dione; Lapitan, Marie Carmela; Sacdalan, Marie Dione; Sacdalan, Marie Dione; Bartosiak, Katarzyna; Ferreira, Pedro; Francisco, Vítor; Lemos, Ricardo; Frutuoso, Luísa; Fernandes, Sara; Fonseca, Telma; Pereira, Jorge; Rachadell, Juan; Torre, Ana; Madeira Martins, Filipe; Carvalho, Ana Cristina; Rodrigues Ferreira, Joana; Ribeiro da Silva, Bruno; Devesa, Helena; Vieira, Ana; Mónica, Inês; Amaro, Margarida; Sousa, Diogo; Reia, Marta; Louro, João; Martins, Ana; Dominguez, Joaquina; Santos, Inês; Freitas Oliveira, Nuno Miguel; Pereira, José Carlos; Silva-Vaz, Pedro; Freire, Ligia; Escrevente, Ricardo; Negoita, Valentina Madalina; Shakhmatov, Dmitry; Nezerwa, Yves; Radulovic, Radosav; Moore, Rachel; Obery, Gareth; Viljoen, Francois; Mendes, Tome; Suarez, Antonio; Moncada, Enrique; Fernandez-Hevia, Maria; Curtis Martínez, Carolina; Gil Garcia, Julia Maria; González Zunzarren, Mariana; Idris, Tarig; Eklöv, Karolina; Grahn, Oskar; Amin, Leila; Blomqvist, Malin; Ajani, Costanza; Kraus, Rebecca; Seeger, Nico; Willemin, Melissa; Rayya, Fadi; Ayash, Mohammad; Msouti, Raneem; Kannas, Israa; Abazid, Eias; Esper, Asil; Slim, Skander; Kavcar, Akil Serdar; Aytac, Erman; Dural, Ahmet Cem; Ilker, Ayse; Eray, Ismail Cem; Kurnaz, Eray; Altiner, Saygin; Tepe, Mustafa Deniz; Şahin, Can; Savli, Evrim; Innocent, Aryon; Babirye, Lilian; Diachenko, Andrii; Hordoskiy, Vladislav; Curry, Heather; Chau, Charlene Yat Che; Robertson, Harry; Mahmoud, Arin; Lennon, Hannah; Loi, Lynette; Kirkham, Emily; McCann, Cameron; Watts, Daniel; Gurung, Binay; Wilson, Michael; Tribedi, Thomas; Garofalo, Eleonora; Zahra, Baryab; MacDonald, Scott; Daniels, Ian; Ng, Nathan; Khosla, Shivun; Olivier, James; Yue, Sum Yu Pansy; Suresh, Gayathri; Wellington, Jack; Lorejo, Emmanuel; Mossaad, Mafdi; Tryliskyy, Yegor; Crutcher, Madison; Alimi, Marjan; Baiu, Ioana; Abdou, Hossam; Conway, Alison; Peck, Connor; Wagner, Gabriela; Perdomo Perez, Mauro Andres; Trostchansky, Ivan; Zulu, Stanley; Nakazwe, Mildred; Knight, Stephen R; Drake, Thomas M; Nepogodiev, Dmitri; Fitzgerald, J Edward; Ademuyiwa, Adesoji; Alexander, Philip; Ingabire, J. C. Allen; Al-Saqqa, Sara W; Biccard, Bruce M; Borda-Luque, Giuliano; Borowski, David W; Burger, Sule; Chu, Kathryn; Clarke, Damian; Costas-Chavarri, Ainhoa; Davies, Justine; Donaldson, Rachel; Ede, Chikwendu; Garden, O James; Ghosh, Dhruv; Glasbey, James; Kingham, T Peter; Salem, Hosni Khairy; Anyomih, Theophilus Teddy Kojo; Koto, Modise Zacharia; Lapitan, Marie Carmela; Lawani, Ismaïl; Lesetedi, Chiapo; Aguilera-Arevalo, Maria-Lorena; Mabedi, Charles; Maimbo, Mayaba; Magill, Laura; Makinde Alakaloko, Felix; Makupe, Alex; Martin, Janet; Ramos-De la Medina, Antonio; Monahan, Mark; Moore, Rachel; Msosa, Vanessa; Mulira, Soloman; Mutabazi, Alphonse Zeta; Muller, Elmi; Musowoyo, Jospeh; Adisa, Adewale O; Olory-Togbe, Jean Léon; Pius, Riinu; Qureshi, Ahmad Uzair; Rayne, Sarah; Roberts, Tracey; Sacdalan, Marie Dione; Shaw, Catherine A; Smart, Neil; Smith, Martin; Spence, Richard; Van Straten, Stephanie; Tabiri, Stephen; Tayler, Viki; Weiser, Thomas G; Windsor, John; Yorke, Joseph; Yepez, Raul; Lilford, Richard; Morton, Dion; Bhangu, Aneel; Sundar, Sudha; Harrison, Ewen M; Runigamugabo, Emmy; Verjee, Azmina; Chen, José; Daya, Leonid; El Aroussi, Nouhaila; Farina, Valeria; Gnintedeme Olivier, Tchianze; Gonzales Nacarino, Mauricio; Hammani, Aamr; Honjo, Sarah; Jacobs, Rebecca; Kimura, Hitomi; Litvin, Andrey; Nkoronko, Mugisha; Nour, Ibrahim; Oscullo Yepez, Jasson Javier; Pagano, Gianluca; Pata, Francesco; Pin Hung, Wei; Raj, Ankit; Romani Pozo, Alina; Rommaneh, Muna; Sassamela Fabiano, Samuel Chimbioputo; Shiroma Gago, Camila Milagros; Shu Yip, Sebastian; Srinivas, Abhishekh; Sung, Chia-Yen; Tai, Aswan; Valle Aranda, Yener Cristyell; Venturini, Sara; Vervoort, Dominique; Wilguens Lartigue, Jean
2022-01-01
Abstract
Background: Early death after cancer surgery is higher in low-income and middle-income countries (LMICs) compared with in high-income countries, yet the impact of facility characteristics on early postoperative outcomes is unknown. The aim of this study was to examine the association between hospital infrastructure, resource availability, and processes on early outcomes after cancer surgery worldwide. Methods: A multimethods analysis was performed as part of the GlobalSurg 3 study-a multicentre, international, prospective cohort study of patients who had surgery for breast, colorectal, or gastric cancer. The primary outcomes were 30-day mortality and 30-day major complication rates. Potentially beneficial hospital facilities were identified by variable selection to select those associated with 30-day mortality. Adjusted outcomes were determined using generalised estimating equations to account for patient characteristics and country-income group, with population stratification by hospital. Findings: Between April 1, 2018, and April 23, 2019, facility-level data were collected for 9685 patients across 238 hospitals in 66 countries (91 hospitals in 20 high-income countries; 57 hospitals in 19 upper-middle-income countries; and 90 hospitals in 27 low-income to lower-middle-income countries). The availability of five hospital facilities was inversely associated with mortality: ultrasound, CT scanner, critical care unit, opioid analgesia, and oncologist. After adjustment for case-mix and country income group, hospitals with three or fewer of these facilities (62 hospitals, 1294 patients) had higher mortality compared with those with four or five (adjusted odds ratio [OR] 3·85 [95% CI 2·58-5·75]; p<0·0001), with excess mortality predominantly explained by a limited capacity to rescue following the development of major complications (63·0% vs 82·7%; OR 0·35 [0·23-0·53]; p<0·0001). Across LMICs, improvements in hospital facilities would prevent one to three deaths for every 100 patients undergoing surgery for cancer. Interpretation: Hospitals with higher levels of infrastructure and resources have better outcomes after cancer surgery, independent of country income. Without urgent strengthening of hospital infrastructure and resources, the reductions in cancer-associated mortality associated with improved access will not be realised. Funding: National Institute for Health and Care Research.
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Il report seguente simula gli indicatori relativi alla propria produzione scientifica in relazione alle soglie ASN 2023-2025 del proprio SC/SSD. Si ricorda che il superamento dei valori soglia (almeno 2 su 3) è requisito necessario ma non sufficiente al conseguimento dell'abilitazione. La simulazione si basa sui dati IRIS e sugli indicatori bibliometrici alla data indicata e non tiene conto di eventuali periodi di congedo obbligatorio, che in sede di domanda ASN danno diritto a incrementi percentuali dei valori. La simulazione può differire dall'esito di un’eventuale domanda ASN sia per errori di catalogazione e/o dati mancanti in IRIS, sia per la variabilità dei dati bibliometrici nel tempo. Si consideri che Anvur calcola i valori degli indicatori all'ultima data utile per la presentazione delle domande. La presente simulazione è stata realizzata sulla base delle specifiche raccolte sul tavolo ER del Focus Group IRIS coordinato dall’Università di Modena e Reggio Emilia e delle regole riportate nel DM 589/2018 e allegata Tabella A. Cineca, l’Università di Modena e Reggio Emilia e il Focus Group IRIS non si assumono alcuna responsabilità in merito all’uso che il diretto interessato o terzi faranno della simulazione. Si specifica inoltre che la simulazione contiene calcoli effettuati con dati e algoritmi di pubblico dominio e deve quindi essere considerata come un mero ausilio al calcolo svolgibile manualmente o con strumenti equivalenti.