Background: The Clavien-Dindo classification is perhaps the most widely used approach for reporting postoperative complications in clinical trials. This system classifies complication severity by the treatment provided. However, it is unclear whether the Clavien-Dindo system can be used internationally in studies across differing healthcare systems in high- (HICs) and low- and middle-income countries (LMICs). Methods: This was a secondary analysis of the International Surgical Outcomes Study (ISOS), a prospective observational cohort study of elective surgery in adults. Data collection occurred over a 7-day period. Severity of complications was graded using Clavien-Dindo and the simpler ISOS grading (mild, moderate or severe, based on guided investigator judgement). Severity grading was compared using the intraclass correlation coefficient (ICC). Data are presented as frequencies and ICC values (with 95 per cent c.i.). The analysis was stratified by income status of the country, comparing HICs with LMICs. Results: A total of 44 814 patients were recruited from 474 hospitals in 27 countries (19 HICs and 8 LMICs). Some 7508 patients (16·8 per cent) experienced at least one postoperative complication, equivalent to 11 664 complications in total. Using the ISOS classification, 5504 of 11 664 complications (47·2 per cent) were graded as mild, 4244 (36·4 per cent) as moderate and 1916 (16·4 per cent) as severe. Using Clavien-Dindo, 6781 of 11 664 complications (58·1 per cent) were graded as I or II, 1740 (14·9 per cent) as III, 2408 (20·6 per cent) as IV and 735 (6·3 per cent) as V. Agreement between classification systems was poor overall (ICC 0·41, 95 per cent c.i. 0·20 to 0·55), and in LMICs (ICC 0·23, 0·05 to 0·38) and HICs (ICC 0·46, 0·25 to 0·59). Conclusion: Caution is recommended when using a treatment approach to grade complications in global surgery studies, as this may introduce bias unintentionally.

Prospective observational cohort study on grading the severity of postoperative complications in global surgery research

Savino Spadaro
Membro del Collaboration Group
;
Carlo Alberto Volta
Membro del Collaboration Group
;
2019

Abstract

Background: The Clavien-Dindo classification is perhaps the most widely used approach for reporting postoperative complications in clinical trials. This system classifies complication severity by the treatment provided. However, it is unclear whether the Clavien-Dindo system can be used internationally in studies across differing healthcare systems in high- (HICs) and low- and middle-income countries (LMICs). Methods: This was a secondary analysis of the International Surgical Outcomes Study (ISOS), a prospective observational cohort study of elective surgery in adults. Data collection occurred over a 7-day period. Severity of complications was graded using Clavien-Dindo and the simpler ISOS grading (mild, moderate or severe, based on guided investigator judgement). Severity grading was compared using the intraclass correlation coefficient (ICC). Data are presented as frequencies and ICC values (with 95 per cent c.i.). The analysis was stratified by income status of the country, comparing HICs with LMICs. Results: A total of 44 814 patients were recruited from 474 hospitals in 27 countries (19 HICs and 8 LMICs). Some 7508 patients (16·8 per cent) experienced at least one postoperative complication, equivalent to 11 664 complications in total. Using the ISOS classification, 5504 of 11 664 complications (47·2 per cent) were graded as mild, 4244 (36·4 per cent) as moderate and 1916 (16·4 per cent) as severe. Using Clavien-Dindo, 6781 of 11 664 complications (58·1 per cent) were graded as I or II, 1740 (14·9 per cent) as III, 2408 (20·6 per cent) as IV and 735 (6·3 per cent) as V. Agreement between classification systems was poor overall (ICC 0·41, 95 per cent c.i. 0·20 to 0·55), and in LMICs (ICC 0·23, 0·05 to 0·38) and HICs (ICC 0·46, 0·25 to 0·59). Conclusion: Caution is recommended when using a treatment approach to grade complications in global surgery studies, as this may introduce bias unintentionally.
2019
F Abbott, International Surgical Outcomes Study (ISOS) group: T E; E Greaves, K; Patel, A; Ahmad, T; Haddow, J; Futier, E; Biais, M; Slim, K; M Pearse, R; M Pearse, Rupert; Beattie, Scott; Clavien, Pierre-Alain; Demartines, Nicolas; A Fleisher, Lee; Grocott, Mike; Haddow, James; Hoeft, Andreas; Holt, Peter; Moreno, Rui; Pritchard, Naomi; Rhodes, Andrew; Wijeysundera, Duminda; Wilson, Matt; Ahmed, Tahania; Everingham, Kirsty; Hewson, Russell; Januszewska, Marta; M Pearse, Rupert; Phull, Mandeep-Kaur; Halliwell, Richard; Shulman, Mark; Myles, Paul; Schmid, Werner; Hiesmayr, Michael; Wouters, Patrick; de Hert, Stefan; Lobo, Suzana; Beattie, Scott; Wijeysundera, Duminda; Fang, Xiangming; Rasmussen, Lars; Futier, Emmanuel; Biais, Matthieu; Venara, Aurélien; Slim, Karem; Sander, Michael; Koulenti, Despoina; Arvaniti, Kostoula; Chan, Mathew; Kulkarni, Atul; Chandra, Susilo; Tantri, Aida; Geddoa, Emad; Abbas, Muntadhar; Della Rocca, Giorgio; Sivasakthi, Datin; Mansor, Marzida; Luna, Pastor; Bouwman, Arthur; Buhre, Wolfgang; Beavis, Vanessa; Campbell, Douglas; Short, Tim; Osinaike, Tunde; Matos, Ricardo; Grigoras, Ioana; Kirov, Mikhail; Protsenko, Denis; Biccard, Bruce; Aldecoa, Cesar; Chew, Michelle; Hofer, Christoph; Hubner, Martin; Ditai, James; Szakmany, Tamas; Fleisher, Lee; Ferguson, Marissa; Macmahon, Michael; Shulman, Mark; Cherian, Ritchie; Currow, Helen; Kanathiban, Kathirgamanathan; Gillespie, David; Pathmanathan, Edward; Phillips, Katherine; Reynolds, Jenifer; Rowley, Joanne; Douglas, Jeanene; Kerridge, Ross; Currow, Helen; Garg, Sameer; Bennett, Michael; Jain, Megha; Alcock, David; Terblanche, Nico; Cotter, Rochelle; Leslie, Kate; Stewart, Marcelle; Zingerle, Nicolette; Clyde, Antony; Hambidge, Oliver; Rehak, Adam; Cotterell, Sharon; Binh Quan Huynh, Wilson; Mcculloch, Timothy; Ben-Menachem, Erez; Egan, Thomas; Cope, Jennifer; Halliwell, Richard; Fellinger, Paul; Haselberger, Simone; Holaubek, Caroline; Lichtenegger, Paul; Scherz, Florian; Schmid, Werner; Hoffer, Franz; Cakova, Veronika; Eichwalder, Andreas; Fischbach, Norbert; Klug, Reinhold; Schneider, Elisabeth; Vesely, Martin; Wickenhauser, Reinhart; Gernot Grubmueller, Karl; Leitgeb, Marion; Lang, Friedrich; Toro, Nancy; Bauer, Marlene; Laengle, Friedrich; Mayrhofer, Thomas; Buerkle, Christian; Forstner, Karin; Germann, Reinhard; Rinoesl, Harald; Schindler, Elke; Trampitsch, Ernst; Fritsch, Gerhard; Szabo, Christian; Bidgoli, Jawad; Verdoodt, Hans; Forget, Patrice; Kahn, David; Lois, Fernande; Momeni, Mona; Prégardien, Caroline; Pospiech, Audrey; Steyaert, Arnaud; Veevaete, Laurent; De Kegel, Dirk; De Jongh, Karen; Foubert, Luc; Smitz, Carine; Vercauteren, Marcel; Poelaert, Jan; Van Mossevelde, Veerle; Abeloos, Jacques; Bouchez, Stefaan; Coppens, Marc; De Baerdemaeker, Luc; Deblaere, Isabel; De Bruyne, Ann; De Hert, Stefan; Fonck, Kristine; Heyse, Bjorn; Jacobs, Tom; Lapage, Koen; Moerman, Anneliese; Neckebroek, Martine; Parashchanka, Aliaksandra; Roels, Nathalie; Van Den Eynde, Nancy; Vandenheuvel, Michael; Van Limmen, Jurgen; Vanluchene, Ann; Vanpeteghem, Caroline; Wouters, Patrick; Wyffels, Piet; Huygens, Christel; Vandenbempt, Punitha; Van de Velde, Marc; Dylst, Dimitri; Janssen, Bruno; Schreurs, Evelien; Berganton Aleixo, Fábia; Candido, Keulle; Dias Batista, Hugo; Guimarães, Mario; Guizeline, Jaqueline; Hoffmann, João; M Lobo, Suzana; Ricardo Lobo, Francisco; Nascimento, Vinícius; Nishiyama, Katia; Pazetto, Lucas; Souza, Daniela; Souza Rodrigues, Rodrigo; Maria Vilela Dos Santos, Ana; Jardim, Jaquelline; Silva, Joao; do Nascimento Junior, Paulo; Hermínia Baio, Thalissa; Isaac Pereira de Castro, Gabriel; Roger Watanabe Oliveira, Henri; Prata Amendola, Cristina; Cardoso, Gutemberg; Ortega, Daniela; Flavia Brotto, Ana; Cristine De Oliveira, Mirella; Réa-Neto, Álvaro; Dias, Fernando; Azambuja, Pedro; Freitas Knibel, Marcos; Martins, Antonio; Almeida, William; Neder Neto, Calim; Angela Tardelli, Maria; Caser, Eliana; Machado, Marcio; Aguzzoli, Crisitiano; Baldisserotto, Sérgio; Beck Tabajara, Fernanda; Bettega, Fernanda; Hore Correa Rodrigues Júnior, La; de Gasperi, Julia; Faina, Lais; Farias Nolasco, Marcos; Ferreira da Costa Fischer, Bruna; Fosch de Campos Ferreira, Mariana; Hartmann, Cristina; Kliemann, Marta; Luis Hubert Ribeiro, Gustavo; Merladete Fraga, Julia; Motta Netto, Thiago; Valduga Pozza, Laura; Rafael Wendling, Paulo; Azevedo, Caroline; Garcia, Juliana; Lopes, Marcel; Maia, Bernardo; Maselli, Paula; Melo, Ralph; Mendes, Weslley; Neves, Matheus; Ney, Jacqueline; Piras, Claudio; Applewhaite, Christopher; Carr, Adrienne; Chow, Lorraine; Duttchen, Kaylene; Foglia, Julena; Greene, Michael; Hinther, Ashley; Houston, Kendra; Jared McCormick, Thomas; Mikhayel, Jennifer; Montasser, Sam; Ragan, Alex; Suen, Andrew; Woolsey, Adrianna; Chuan Yu, Hai; Funk, Duane; Kowalski, Stephen; Legaspi, Regina; Mcdonald, Heather; Siddiqui, Faisal; Pridham, Jeremy; Rowe, Bernadette; Sampson, Sonia; Thiessen, Barton; Zbitnew, Geoff; Bernard, Andre; George, Ronald; Jones, Philip; Moor, Rita; Siddiqui, Naveed; Wolfer, Alexandra; Tran, Diem; Winch, Denyse; Dobson, Gary; Hinther, Ashley; Mccormick, Thomas; Montasser, Osama; Suen, Andrew; Woolsey, Adrianna; Bernard, Andre; George, Ronald; Hall, Richard; Bernard, Andre; George, Ronald; Hall, Richard; Applewhaite, Christopher; Baghirzada, Leyla; Jared McCormick, Thomas; Suen, Andrew; Yuan Dai, Si; Hare, Gregory; Lee, Esther; Shastri, Uma; Tsui, Albert; Yagnik, Anmol; Alvares, Danielle; Choi, Stephen; Dwyer, Heather; Flores, Kathrina; Mccartney, Colin; Somascanthan, Priya; Beattie, Scott; Carroll, Jo; Pazmino-Canizares, Janneth; Wijeysundera, Duminda; Wolfer, Alexandra; Ami, Noam; Chan, Vincent; Perlas, Anahi; Argue, Ruth; Lavis, Katie; Mayson, Kelly; Cao, Ying; Gao, Hong; Hu, Tingju; Lv, Jie; Yang, Jian; Yang, Yang; Zhong, Yi; Zhou, Jing; Zou, Xiaohua; He, Miao; Li, Xiaoying; Luo, Dihuan; Wang, Haiying; Yu, Tian; Chen, Liyong; Wang, Lijun; Cai, Yunfei; Cao, Zhongming; Li, Yanling; Lian, Jiaxin; Sun, Haiyun; Wang, Sheng; Wang, Zhipeng; Wang, Kenru; Zhu, Yi; Du, Xindan; Fan, Hao; Fu, Yunbin; Huang, Lixia; Huang, Yanming; Hwan, Haifang; Luo, Hong; Qu, Pi-Sheng; Tao, Fan; Wang, Zhen; Wang, Guoxiang; Wang, Shun; Zhang, Yan; Zhang, Xiaolin; Chen, Chao; Wang, Weixing; Liu, Zhengyuan; Fan, Lihua; Tang, Jing; Chen, Yijun; Chen, Yongjie; Han, Yangyang; Huang, Changshun; Liang, Guojin; Shen, Jing; Wang, Jun; Yang, Qiuhong; Zhen, Jungang; Zhou, Haidong; Chen, Junping; Chen, Zhang; Li, Xiaoyu; Meng, Bo; Ye, Haiwang; Zhang, Xiaoyan; Bi, Yanbing; Cao, Jianqiao; Guo, Fengying; Lin, Hong; Liu, Yang; Lv, Meng; Shi, Pengcai; Song, Xiumei; Sun, Chuanyu; Sun, Yongtao; Wang, Yuelan; Wang, Shenhui; Zhang, Min; Chen, Rong; Hou, Jiabao; Leng, Yan; Meng, Qing-Tao; Qian, Li; Shen, Zi-Ying; Xia, Zhong-Yuan; Xue, Rui; Zhang, Yuan; Zhao, Bo; Zhou, Xian-Jin; Chen, Qiang; Guo, Huinan; Guo, Yongqing; Qi, Yuehong; Wang, Zhi; Wei, Jianfeng; Zhang, Weiwei; Zheng, Lina; Bao, Qi; Chen, Yaqiu; Chen, Yijiao; Fei, Yue; Hu, Nianqiang; Hu, Xuming; Lei, Min; Li, Xiaoqin; Lv, Xiaocui; Lv, Jie; Miao, Fangfang; Ouyang, Lingling; Qian, Lu; Shen, Conyu; Sun, Yu; Wang, Yuting; Wang, Dong; Wu, Chao; Xu, Liyuan; Yuan, Jiaqi; Zhang, Lina; Zhang, Huan; Zhang, Yapping; Zhao, Jinning; Zhao, Chong; Zhao, Lei; Zheng, Tianzhao; Zhou, Dachun; Zhou, Haiyan; Zhou, Ce; Lu, Kaizhi; Zhao, Ting; He, Changlin; Chen, Hong; Chen, Shasha; Cheng, Baoli; He, Jie; Jin, Lin; Li, Caixia; Li, Hui; Pan, Yuanming; Shi, Yugang; Hong Wen, Xiao; Wu, Shuijing; Xie, Guohao; Zhang, Kai; Zhao, Bing; Lu, Xianfu; Chen, Feifei; Liang, Qisheng; Lin, Xuewu; Ling, Yunzhi; Liu, Gang; Tao, Jing; Yang, Lu; Zhou, Jialong; Chen, Fumei; Feng, Yunlin; Hou, Benchao; Lin, Jiamei; Liu, Mei; Luo, Foquan; Shi, Xiaoyun; Xiong, Yingfen; Xu, Lin; Yang, Shuangjia; Zhang, Qin; Zhang, Huaigen; Zhao, Weihong; Zhao, Weilu; Yun, Bai; Chen, Linbi; Chen, Sijia; Dai, Qinxue; Geng, Wujun; Han, Kunyuan; He, Xin; Huang, Luping; Ji, Binbin; Jia, Danyun; Jin, Shenhui; Li, Qianjun; Liang, Dongdong; Luo, Shan; Lwang, Lulu; Mo, Yunchang; Pan, Yuanyuan; Qi, Xinyu; Qian, Meizi; Qin, Jinling; Ren, Yelong; Shi, Yiyi; Wang, Junlu; Wang, Junkai; Wang, Leilei; Xie, Junjie; Yan, Yixiu; Yao, Yurui; Zhang, Mingxiao; Zhao, Jiashi; Zhuang, Xiuxiu; Ai, Yanqiu; Du, Fang; He, Long; Huang, Ledan; Li, Zhisong; Li, Huijuan; Li, Yetong; Li, Liwei; Meng, Su; Yuan, Yazhuo; Zhang, Enman; Zhang, Jie; Zhao, Shuna; Ji, Zhenrong; Pei, Ling; Wang, Li; Chen, Chen; Dong, Beibei; Li, Jing; Miao, Ziqiang; Mu, Hongying; Qin, Chao; Su, Lin; Wen, Zhiting; Xie, Keliang; Yu, Yonghao; Yuan, Fang; Hu, Xianwen; Zhang, Ye; Xiao, Wangpin; Zhu, Zhipeng; Dai, Qingqing; Fu, Kaiwen; Hu, Rong; Hu, Xiaolan; Huang, Song; Li, Yaqi; Liang, Yingping; Yu, Shuchun; Guo, Zheng; Jing, Yan; Tang, Na; Wu, Jie; Yuan, Dajiang; Zhang, Ruilin; Zhao, Xiaoying; Li, Yuhong; Bai, Hui-Ping; Liu, Chun-Xiao; Liu, Fei-Fei; Ren, Wei; Wang, Xiu-Li; Xu, Guan-Jie; Hu, Na; Li, Bo; Ou, Yangwen; Tang, Yongzhong; Yao, Shanglong; Zhang, Shihai; Kong, Cui-Cui; Liu, Bei; Wang, Tianlong; Xiao, Wei; Lu, Bo; Xia, Yanfei; Zhou, Jiali; Cai, Fang; Chen, Pushan; Hu, Shuangfei; Wang, Hongfa; Wu, Jie; Xu, Qiong; Hu, Liu; Jing, Liang; Li, Jing; Li, Bin; Liu, Qiang; Liu, Yuejiang; Lu, Xinjian; Dan Peng, Zhen; Qiu, Xiaodong; Ren, Quan; Tong, Youliang; Wang, Zhen; Wang, Jin; Wen, Yazhou; Wu, Qiong; Xia, Jiangyan; Xie, Jue; Xiong, Xiapei; Xu, Shixia; Yang, Tianqin; Ye, Hui; Yin, Ning; Yuan, Jing; Zeng, Qiuting; Zhang, Baoling; Zheng, Kang; Cang, Jing; Chen, Shiyu; Du, Fang; Fan, Yu; Fu, Shuying; Ge, Xiaodong; Guo, Baolei; Huang, Wenhui; Jiang, Linghui; Jiang, Xinmei; Jin, Lin; Liu, Yi; Pan, Yan; Ren, Yun; Shan, Qi; Wang, Jiaxing; Wang, Fei; Wu, Chi; Zhang, Xiaoguang; Cecilie Christiansen, Ida; Nørgaard Granum, Simon; Steen Rasmussen, Bodil; Daugaard, Morten; Gambhir, Rajiv; Erla Steingrímsdóttir, Guðný; Jensen-Gadegaard, Peter; Skovgaard Olsen, Karsten; Siegel, Hanna; Zwicky Eskildsen, Katrine; Ring Gätke, Mona; Wibrandt, Ida; Bisgaard Heintzelmann, Simon; Henrik Wiborg Lange, Kai; Sarauw Lundsgaard, Rune; Amstrup-Hansen, Louise; Hovendal, Claus; Larsen, Michael; Lenstrup, Mette; Kobborg, Tina; Rolighed Larsen, Jens; Barbre Pedersen, Anette; Rolighed Larsen, Jens; Hübertz Smith, Søren; Monett Oestervig, Rebecca; Rasmussen, Lars; Afshari, Arash; Andersen, Cheme; Ekelund, Kim; Lilja Secher, Erik; Brandsborg, Birgitte; Beloeil, Helene; Lasocki, Sigismond; Venara, Aurélien; Biais, Matthieu; Ouattara, Alexandre; Sineus, Marlene; Molliex, Serge; Lim Legouge, Marie; Wallet, Florent; Tesniere, Antoine; Gaudin, Christophe; Lehur, Paul; Forsans, Emma; de Rudnicki, Stéphane; Serra Maudet, Valerie; Mutter, Didier; Sojod, Ghassan; Ouaissi, Mehdi; Regimbeau, Jean-Marc; Futier, Emmanuel; Desbordes, Jacques; Comptaer, Nicolas; El Manser, Diae; Ethgen, Sabine; Lebuffe, Gilles; Auer, Patrick; Härtl, Christine; Deja, Maria; Legashov, Kirill; Sonnemann, Susanne; Wiegand-Loehnert, Carola; Falk, Elke; Habicher, Marit; Angermair, Stefan; Laetsch, Beatrix; Schmidt, Katrin; Sonnemann, Susanne; Von Heymann, Christian; Ramminger, Axel; Jelschen, Florian; Pabel, Svenja; Weyland, Andreas; Czeslick, Elke; Gille, Jochen; Malcharek, Michael; Sablotzki, Armin; Lueke, Katharina; Wetzel, Peter; Weimann, Joerg; Lenhart, Franz-Peter; Reichle, Florian; Schirmer, Frederike; Hüppe, Michael; Klotz, Karl; Nau, Carla; Schön, Julika; Mencke, Thomas; Wasmund, Christina; Bankewitz, Carla; Baumgarten, Georg; Fleischer, Andreas; Guttenthaler, Vera; Hack, Yvonne; Hoeft, Andreas; Kirchgaessner, Katharina; Männer, Olja; Schurig-Urbaniak, Marlen; Struck, Rafael; van Zyl, Rebekka; Wittmann, Maria; Goebel, Ulrich; Harris, Sarah; Veit, Siegfried; Andreadaki, Evangelia; Souri, Flora; Katsiadramis, Ioannis; Skoufi, Anthi; Vasileiou, Maria; Aimoniotou-Georgiou, Eleni; Katsourakis, Anastasios; Veroniki, Fotini; Vlachogianni, Glyceria; Petra, Konstantina; Chlorou, Dimitra; Oloktsidou, Eirini; Ourailoglou, Vasileios; Papapostolou, Konstantinos; Tsaousi, Georgia; Daikou, Panagoula; Dedemadi, Georgia; Kalaitzopoulos, Ioannis; Loumpias, Christos; Bristogiannis, Sotirios; Dafnios, Nikolaos; Gkiokas, Georgios; Kontis, Elissaios; Kozompoli, Dimitra; Papailia, Aspasia; Theodosopoulos, Theodosios; Bizios, Christol; Koutsikou, Anastasia; Moustaka, Aleaxandra; Plaitakis, Ioannis; Armaganidis, Apostolos; Christodoulopoulou, Theodora; Lignos, Mihail; Theodorakopoulou, Maria; Asimakos, Andreas; Ischaki, Eleni; Tsagkaraki, Angeliki; Zakynthinos, Spyros; Antoniadou, Eleni; Koutelidakis, Ioannis; Lathyris, Dimitrios; Pozidou, Irene; Voloudakis, Nikolaos; Dalamagka, Maria; Gkonezou, Elena; Chronis, Christos; Manolakaki, Dimitra; Mosxogiannidis, Dimitris; Slepova, Tatiana; Tsakiridou, Isaiasissy-; Lampiri Lampiri, Claire; Vachlioti Vachlioti, Anastasia; Panagiotakis Panagiotakis, Christos; Sfyras Sfyras, Dimitrios; Tsimpoukas Tsimpoukas, Fotios; Tsirogianni, Athanasia; Axioti, Elena; Filippopoulos, Andreas; Kalliafa, Elli; Kassavetis, George; Katralis, Petros; Komnos, Ioannis; Pilichos, Georgios; Ravani, Ifigenia; Totis, Antonis; Apagaki, Eymorfia; Efthymiadi, Andromachi; Kampagiannis, Nikolaos; Paraforou, Theoniki; Tsioka, Agoritsa; Georgiou, Georgios; Vakalos, Aristeidis; Bairaktari, Aggeliki; Charitos, Efthimios; Markou, George; Niforopoulou, Panagiota; Papakonstantinou, Nikolaos; Tsigou, Evdoxia; Xifara, Archontoula; Zoulamoglou, Menelaos; Gkioni, Panagiota; Karatzas, Stylianos; Kyparissi, Aikaterini; Mainas, Efstratios; Papapanagiotou, Ioannis; Papavasilopoulou, Theonymfi; Fragandreas, George; Georgopoulou, Eleni; Katsika, Eleni; Psarras, Kyriakos; Synekidou, Eirini; Verroiotou, Maria; Vetsiou, Evangelia; Zaimi, Donika; Anagnou, Athina; Apostolou, Konstantinos; Melissopoulou, Theodora; Rozenberg, Theophilos; Tsigris, Christos; Boutsikos, Georgios; Kalles, Vasileios; Kotsalas, Nikolaos; Lavdaiou, Christina; Paikou, Fotini; Panagou, Georgia-Laura; Spring, Anna; Arvaniti, Kostoula; Botis, Ioannis; Drimala, Maria; Georgakakis, Georgios; Kiourtzieva, Ellada; Ntouma, Panagiota; Prionas, Apostolos; Xouplidis, Kyriakos; Dalampini, Eleftheria; Giannaki, Chrysavgi; Iasonidou, Christina; Ioannidis, Orestis; Lavrentieva, Athina; Lavrentieva, Athena; Papageorgiou, George; Kokkinoy, Maria; Stafylaraki, Maria; Gaitanakis, Stylianos; Karydakis, Periclis; Paltoglou, Josef; Ponireas, Panagiotis; Chaloulis, Panagiotis; Provatidis, Athanasios; Sousana, Anisoglou; Vanessa Gardikou, Varvara; Konstantivelli, Maria; Lataniotou, Olga; Lisari, Elisavet; Margaroni, Maria; Stamatiou, Konstantinos; Nikolaidis, Edouardos; Pnevmatikos, Ioannis; Sertaridou, Eleni; Andreou, Alexandros; Arkalaki, Eleni; Athanasakis, Elias; Chaniotaki, Fotini; Chatzimichali, Aikaterini; Christofaki, Maria; Dermitzaki, Despina; Fiorentza, Klara; Frantzeskos, Georgios; Geromarkaki, Elisavet; Kafkalaki, Kalliopi; Kalogridaki, Marina; Karydi, Konstyllia; Kokkini, Sofia; Kougentakis, Georgios; Lefaki, Tatiana; Lilitsis, Emmanouhl; Makatounaki, Aikaterini; Malliotakis, Polychronis; Michelakis, Dimosthenis; Neonaki, Maria; Nyktari, Vasileia; Palikyra, Iliana; Papadakis, Eleftherios; Papaioannou, Alexandra; Sfakianakis, Konstantinos; Sgouraki, Maria; Souvatzis, Xenia; Spartinou, Anastasia; Stefanidou, Nefeli; Syrogianni, Paulina; Tsagkaraki, Georgia; Arnaoutoglou, Elena; Arnaoutoglou, Christina; Bali, Christina; Bouris, Vasilios; Doumos, Rodamanthos; Gkini, Konstantia-Paraskevi; Kapaktsi, Clio; Koulouras, Vasilios; Lena, Arian; Lepida, Dimitra; Michos, Evangelos; Papadopoulos, Dimitrios; Paschopoulos, Minas; Aliki Rompou, Vaia; Siouti, Ioanna; Tsampalas, Stavros; Ververidou, Ourania; Zilis, Georgios; Charlalampidoy, Alexandra; Christodoulidis, Gregory; Flossos, Andreas; Stamoulis, Konstantinos; Chan, Matthew; Shing Caleb Tsang, Man; Shing Tsang, Man; Ling Lai, Man; Pang Yip, Chi; Man Heymans Chan, Hey; Law, Bassanio; Sze Li, Wing; Man Chu, Hiu; Gar Yee Koo, Emily; Cheong Joe Lam, Chi; Ho Cheng, Ka; Chan, Matthew; Lam, Tracy; Chu, Susanna; Ling Lai, Man; Yan Lam, Wing; Wai Kevin Wong, Kin; Kwok, Dilys; Yue Janice Hung, Ching; Kit Jacky Chan, Wai; Lamwong, Wing; Kwong Eric Chung, Chun; Ling Lai, Man; Kai Ma, Shu; Kaushik, Shuchi; Shah, Bhagyesh; Shah, Dhiren; Shah, Sanjay; Ar, Praburaj; Muthuchellappan, Radhakrishnan; Agarwal, Vandana; Divatia, Jigeeshu; Kulkarni, Atul; Mishra, Sanghamitra; Nimje, Ganesh; Pande, Swati; Savarkar, Sukhada; Shrivastava, Aditi; Thomas, Martin; Yegnaram, Shashikant; Hidayatullah, Rahmat; Chandra, Susilo; Tantri, Aida; Puar, Nasman; Niman, Sumara; Indra, Imai; Hamzah, Zulkarnain; Yuliana, Annika; Nurhadiat Abidin, Ucu; Nurkacan Dursin, Ade; Kurnia, Andri; Susanti, Ade; Handayani, Dini; Alit Aribawa, Mahaalit; Arya, Aryabiantara; Gde Agung Senapathi, Tjokorda; Hartawan Utara, Utara; Made Wid, Widnyana; Wima, Semarawima; Made Wir, Wiryana; Jehosua, Brillyan; Kaunang, Jonathan; Yudha Lantang, Eka; Najoan, Rini; Waworuntu, Neil; Awad, Hadi; Fuad, Akram; Geddoa, Emad; Geddoa, Burair; Razzaq Khalaf, Abdel; Al Hussaini, Sabah; Albaj, Safauldeensalem; Kenber, Maithem; Bettinelli, Alessandra; Spadaro, Savino; Volta, Carlo Alberto; Giancarlo, Luigi; Sottosanti, Vicari; Della Rocca, Giorgio; Spagnesi, Lorenzo; Toretti, Ilaria; Alloj, Chiara; Cardellino, Silvano; Carmino, Livio; Costanzo, Eleonora; Caterina Fanfani, Lucia; Teresa Novelli, Maria; Roasio, Agostino; Bellandi, Mattia; Beretta, Luigi; Bignami, Elena; Bocchino, Speranza; Cabrini, Luca; Corti, Daniele; Landoni, Giovanni; Meroni, Roberta; Moizo, Elena; Monti, Giacomo; Pintaudi, Margherita; Paola Plumari, Valentina; Taddeo, Daiana; Testa, Valentina; Winterton, Dario; Zangrillo, Alberto; Maria Cloro, Luigi; Colangelo, Chiara; Colangelo, Antonio; Rotunno, Giuseppe; Paludi Angel, Miguel; Paolo Maria, Cloro; Pata, Antonio; Parrini, Vieri; Gatta, Alessandro; Nastasi, Mauro; Tinti, Carla; Spagnesi, Lorenzo; Arrigo, Mario; Benevento, Angelo; Bottini, Corrado; Cannavo, Maurizio; Gastaldi, Christian; Marchesi, Alessandro; Pascazio, Angelantonio; Pata, Francesco; Pozzi, Emilio; Premoli, Alberto; Tessera, Gaetano; Boschi, Luca; D'Andrea, Rocco; Ghignone, Federico; Poggioli, Gilberto; Sibilio, Andrea; Taffurelli, Mario; Ugolini, Giampaolo; Azuan Ab Majid, Mohd; Ab Rahman, Rusnah; Joseph, James; Pathan, Furquan; Hafizshah Sybil Shah, Mohammad; Ling Yap, Huey; Cheah, Seleen; Im Chin, Im; Keon Looi, Ji; Ching Tan, Siew; Visvalingam, Sheshendrasurian; Yin Kwok, Fan; Kiok Lee, Chew; Siang Tan, Tse; Meng Wong, Sze; Hairiza Abdullah, Noor; Fong Liew, Chiat; Luxuman, Lovenia; Hafizah Mohd Zin, Nor; Faiz Norddin, Muhamad; Liza Raja Alias, Raja; Yong Wong, Juan; Yong, Johnny; Tarmimi Bin Mustapha, Mohd; Ken Chan, Weng; Dzulkipli, Norizawati; Xuan Kuan, Pei; Ching Lee, Yew; Alias, Anita; Ching Guok, Eng; Chen Jee, Chiun; Rhadamantyne Ramon, Brian; Wong Weng, Cheng; Nur Idayu Abd Ghafar, Fara; Zuhri Aziz, Faizal; Hussain, Nabilah; Sean Lee, Hooi; Sukawi, Ismawaty; Liang Woon, Yuan; Zaeem Abd Hadi, Husni; Azmira Ahmad Azam, Ummi; Hafiz Alias, Abdul; Aizar Kesut, Saiful; May Lee, Jun; Vin Ooi, Dar; Ayuni Sulaiman, Hetty; Alini Tengku Lih, Tengku; Mansor, Marzida; Veerakumaran, Jeyaganesh; Luna, Pastor; Rojas, Eder; Esteban Alvarez Resendiz, Gerardo; Danitza Mari Zapata, Darcy; Cesar Jesús Aguilar López, Julio; Adolfo Alvarez Flores, Armando; Carlos Bravo Amador, Juan; Jocelin Dominguez Avila, Erendira; Patricia González Aquino, Laura; Lopez Rodriguez, Ricardo; Torres Landa, Mariana; Urias, Emma; Hollmann, Markus; Hulst, Abraham; Kirzner, Osne; Preckel, Benedikt; Koopman-van Gemert, Ankie; Bouwman, Arthur; Buise, Marc; Tolenaar, Noortje; Weber, Eric; de Fretes, Jennifer; Houweling, Peter; Ormskerk, Patricia; Van Bommel, Jasper; Buhre, Wolfgang; Lance, Marcus; Smit-Fun, Valerie; van Zundert, Tom; Baas, Peter; Donald de Boer, Hans; Sprakel, Joost; Elferink-Vonk, Renske; Noordzij, Peter; van Zeggeren, Laura; Brand, Bastiaan; Spanjersberg, Rob; Ten Bokkel-Andela, Janneke; Numan, Sandra; van Klei, Wilton; van Zaane, Bas; Boer, Christa; van Duivenvoorde, Yoni; Peter Hering, Jens; Zonneveldt, Harry; Campbell, Doug; Hoare, Siobhan; Santa, Sahayam; Jane Allen, Sara; Beavis, Vanessa; Bell, Rachel; David Choi, Hyun-Min; Drake, Matthew; Farrell, Helen; Higgie, Kushlin; Holmes, Kerry; Jenkins, Nicole; Joon Kim, Chang; Kim, Steven; Chai Law, Kiew; Mcallister, Davina; Park, Karen; Pedersen, Karen; Pfeifer, Leesa; Salmond, Timothy; Steynor, Martin; Tan, Michael; Waymouth, Ellen; Sufian Ab Rahman, Ahmad; Armstrong, John; Dudson, Rosie; Jenkins, Nia; Nilakant, Jayashree; Richard, Seigne; Virdi, Pardeep; Dixon, Liane; Donohue, Roana; Farrow, Mehreen; Kennedy, Ross; Marissa, Henderson; Mckellow, Margie; Nicola, Delany; Pascoe, Rebecca; John Roberts, Stephen; Rowell, George; Sumner, Matthew; Templer, Paul; Chandrasekharan, Shardha; Fulton, Graham; Jammer, Ib; Ali, Marlynn; More, Richard; Wilson, Leona; Hsuan Chang, Yuan; Foley, Julia; Fowler, Carolyn; Panckhurst, Jonathan; Sara, Rachel; Stapelberg, Francois; Campbell, Doug; Cherrett, Veronica; Louise Ganter, Donna; Mcallister, Davina; Mccann, Lloyd; Foley, Julia; Gilmour, Fiona; Lumsden, Rachelle; Moores, Mark; Olliff, Sue; Sardareva, Elitza; Stapelberg, Francois; Tai, Joyce; Wikner, Matthew; Wong, Christopher; Chaddock, Mark; Czepanski, Carolyn; Mckendry, Patrick; Polakovic, Daniel; Polakovich, Daniel; Robert, Axe; Tormo Belda, Margarita; Norton, Tracy; Stapelberg, Francois; Alherz, Fadhel; Barneto, Lisa; Ramirez, Alberto; Sayeed, Ahmed; Smith, Nicola; Bennett, Cambell; Mcquoid, Shane; Bell, Rachel; Jansen, Tracy-Lee; Nico, Zin; Scott, John; Freschini, David; Freschini, Angela; Hopkins, Brian; Manson, Lara; Stoltz, Deon; Bates, Alexander; Davis, Simon; Freeman, Victoria; Mcgaughran, Lynette; Baskar Sharma, Swarna; Burrows, Tom; Byrne, Kelly; English, Duane; Johnson, Robert; Chai Law, Kiew; Manikkam, Brendon; Mcallister, Davina; Naidoo, Shaun; Rumball, Margot; Whittle, Nicola; Franks, Romilla; Gibson-Lapsley, Hannah; Mcallister, Davina; Salter, Ryan; Walsh, Dean; Cooper, Richard; Perry, Katherine; Obobolo, Amos; Musa Sule, Umar; Ahmad, Abdurrahman; Atiku, Mamuda; Datti Mohammed, Alhassan; Muhammad Sarki, Adamu; Adekola, Oyebola; Akanmu, Olanrewaju; Durodola, Adekunle; Olukoju, Olusegun; Raji, Victor; Olajumoke, Tokunbo; Oyebamiji, Emmanuel; Adenekan, Anthony; Adetoye, Adedapo; Faponle, Folayemi; Olateju, Simeon; Owojuyigbe, Afolabi; Talabi, Ademola; Adenike, Odewabi; Adewale, Badru; Collins, Nwokoro; Ezekiel, Emmanuel; Motunrayo Fatungase, Oluwabunmi; Grace, Anuforo; Sola, Sotannde; Stella, Ogunmuyiwa; Ademola, Adeyinka; A Adeolu, Augustine; Adigun, Tinuola; Akinwale, Mukaila; Fasina, Oluyemi; Gbolahan, Olalere; Idowu, Olusola; Peter Olonisakin, Rotimi; Babasola Osinaike, Babatunde; Asudo, Felicia; Mshelia, Danladi; Abdur-Rahman, Lukman; Agodirin, Olayide; Bello, Jibril; Bolaji, Benjamin; Olubukola Oyedepo, Olanrewaju; Ezike, Humphrey; Iloabachie, Ikechukwu; Okonkwo, Ikemefuna; Onuora, Elias; Onyeka, Tonia; Ugwu, Innocent; Umeh, Friday; Alagbe-Briggs, Olubusola; Dodiyi-Manuel, Amabra; Echem, Richard; Obasuyi, Bright; Onajin-Obembe, Bisola; Expedito Bandeira, Maria; Martins, Alda; Tomé, Miguel; Cristina Miranda Martins Costa, Ana; Krystopchuk, Andriy; Branco, Teresa; Esteves, Simao; António Melo, Marco; Monte, Júlia; Rua, Fernando; Martins, Isabel; Miguel Pinho-Oliveira, Vítor; Maria Rodrigues, Carla; Cabral, Raquel; Marques, Sofia; Rêgo, Sara; Sofia Teixeira Jesus, Joana; Conceição Marques, Maria; Romao, Cristina; Dias, Sandra; Margarida Santos, Ana; Joao Alves, Maria; Salta, Cristina; Cruz, Salome; Duarte, Célia; Armando Furtado Paiva, António; do Nascimento Cabral, Tiago; E Maia, Dionisio Faria; Freitas Mendonça Correia da Silva, Rui; Langner, Anuschka; Oliveira Resendes, Hernâni; da Conceição Soares, Maria; Abrunhosa, Alexandra; Faria, Filomena; Miranda, Lina; Pereira, Helena; Serra, Sofia; Ionescu, Daniela; Margarit, Simona; Mitre, Calin; Vasian, Horatiu; Manga, Gratiela; Stefan, Andreea; Tomescu, Dana; Filipescu, Daniela; Paunescu, Marilena-Alina; Stefan, Mihai; Stoica, Radu; Gavril, Laura; Pătrășcanu, Emilia; Ristescu, Irina; Rusu, Daniel; Diaconescu, Ciresica; Florin Iosep, Gabriel; Pulbere, Dorin; Ursu, Irina; Balanescu, Andreea; Grintescu, Ioana; Mirea, Liliana; Rentea, Irina; Vartic, Mihaela; Lupu, Mary-Nicoleta; Stanescu, Dorin; Streanga, Lavinea; Antal, Oana; Hagau, Natalia; Patras, Dumitru; Petrisor, Cristina; Tosa, Flaviu; Tranca, Sebastian; Maria Copotoiu, Sanda; Lucian Ungureanu, Liviu; Remus Harsan, Cristian; Papurica, Marius; Denisa Cernea, Daniela; Alice Dragoescu, Nicoleta; Aflori, Laura; Vaida, Carmen; Roxana Ciobotaru, Oana; Aignatoaie, Mariana; Paula Carp, Cristina; Cobzaru, Isabelle; Mardare, Oana; Purcarin, Bianca; Tutunaru, Valentin; Ionita, Victor; Arustei, Mirela; Codita, Anisoara; Busuioc, Mihai; Chilinciuc, Ion; Ciobanu, Cristina; Belciu, Ioana; Tincu, Eugen; Blaj, Mihaela; Grosu, Ramona-Mihaela; Sandu, Gigel; Bruma, Dana; Corneci, Dan; Dutu, Madalina; Krepil, Adriana; Copaciu, Elena; Oana Dumitrascu, Clementina; Jemna, Ramona; Mihaescu, Florentina; Petre, Raluca; Tudor, Cristina; Ursache, Elena; Kulikov, Alexander; Lubnin, Andrey; Grigoryev, Evgeny; Pugachev, Stanislav; Protsenko, Denis; Tolmasov, Alexander; Hussain, Ayyaz; Ilyina, Yana; Kirov, Mikhail; Roshchina, Anna; Iurin, Aleksandr; Chazova, Elena; Dunay, Artem; Karelov, Alexey; Khvedelidze, Irina; Voldaeva, Olga; Belskiy, Vladislav; Dzhamullaev, Parvin; Grishkowez, Elena; Kretov, Vladimir; Levin, Valeriy; Molkov, Aleksandr; Puzanov, Sergey; Samoilenko, Aleksandr; Tchekulaev, Aleksandr; Tulupova, Valentina; Utkin, Ivan; Leigh Allorto, Nikki; Gray Bishop, David; Monji Builu, Pierre; Cairns, Carel; Dasrath, Ashish; de Wet, Jacques; den Hoedt, Marielle; Grey, Ben; Philip Hayes, Morgan; Senta Küsel, Belinda; Shangase, Nomcebo; Wise, Robert; Cacala, Sharon; Farina, Zane; Govindasamy, Vishendran; Kruse, Carl-Heinz; Lee, Carolyn; Marais, Leonard; Dhasarthun Naidoo, Thinagrin; Rajah, Chantal; Nils Rodseth, Reitze; Ryan, Lisa; von Rhaden, Richard; Adam, Suwayba; Alphonsus, Christella; Ameer, Yusuf; Anderson, Frank; Basanth, Sujith; Bechan, Sudha; Bhula, Chettan; M Biccard, Bruce; Biyase, Thuli; Buccimazza, Ines; Cardosa, Jorge; Chen, James; Daya, Bhavika; Drummond, Leanne; Elabib, Ali; Helmy Abdel Goad, Ehab; E Goga, Ismail; Goga, Riaz; Harrichandparsad, R; E Hodgson, Richard; Jordaan, J; Kalafatis, Nicky; Kampik, Christian; T Landers, A; Loots, Emil; Madansein, Rajhmum; Madaree, Anil; E Madiba, Thandinkosi; T Manzini, Vukani; Mbuyisa, Mbali; Moodley, Rajan; Msomi, Mduduzi; Mukama, Innocent; Naidoo, Desigan; Naidoo, Rubeshan; K Naidu, Tesuven; Ntloko, Sindiswa; Padayachee, Eneshia; Padayachee, Lucelle; Phaff, Martijn; Pillay, Bala; Pillay, Desigan; Pillay, Lutchmee; Ramnarain, Anupa; R Ramphal, Suren; Ryan, Paul; Saloojee, Ahmed; Sebitloane, Motshedisi; Sigcu, Noluyolo; L Taylor, Jenna; Torborg, Alexandra; Visser, Linda; Anderson, Philip; Conradie, Alae; de Swardt, Mathew; de Villiers, Martin; Eikman, Johan; Liebenberg, Riaan; Mouton, Johan; Paton, Abbey; van der Merwe, Louwrence; Wilscott-Davids, Candice; Joan Barrett, Wendy; Bester, Marlet; de Beer, Johan; Geldenhuys, Jacques; Gouws, Hanni; Potgieter, Jan-Hendrik; Strydom, Magdel; Wilberforce-Turton, Edwin; R Chetty, Rubendraj; Chirkut, Subash; Cronje, Larissa; de Vasconcellos, Kim; Z Dube, Nokukhanya; Sibusiso Gama, N; M Green, Garyth; Green-Thompson, Randolph; Mewa Kinoo, Suman; Kistnasami, Prenolin; Maharaj, Kapil; S Moodley, Manogaran; J Mothae, Sibongile; Naidoo, Ruvashni; Aslam, M; Noorbhai, F; Rughubar, Vivesh; Reddy, Jenendhiran; Singh, Avesh; L Skinner, David; J Smith, Murray; Singh, Bhagwan; Misra, Ravi; Naidoo, Maheshwar; Ramdharee, Pireshin; Selibea, Yvonne; Sewpersad, Selina; Sham, Shailendra; D Wessels, Joseph; Africander, Cucu; Bejia, Tarek; P Blakemore, Stephen; Botes, Marisa; Bunwarie, Bimalshakth; B Hernandez, Carlos; A Jeeraz, Mohammud; A Legutko, Dagmara; G Lopez, Acela; N De Meyer, Jenine; Muzenda, Tanaka; Naidoo, Noel; Patel, Maryam; Pentela, Rao; Junge, Marina; Mansoor, Naj; Rademan, Lana; Scislowski, Pawel; Seedat, Ismail; van den Berg, Bianca; van der Merwe, Doreen; van Wyk, Steyn; Govender, Komalan; Naicker, Darshan; Ramjee, Rajesh; Saley, Mueen; Paul Kuhn, Warren; Matos-Puig, Roel; Moolla, Zaheer; Lisi, Alberto; Perez, Gisela; Valle Beltran, Anna; Lozano, Angels; Delgado Navarro, Carlos; Duca, Alejandro; Pastor Martinez, Ernesto; Ferrando, Carlos; Fuentes, Isabel; Luisa García-Pérez, Maria; Gracia, Estefania; Izquierdo Palomares, Ana; Katime, Antonio; Miñana, Amanda; Incertis, Raul; Romero, Esther; Soledad Romero Garcia, Carolina; Rubio, Concepcion; Socorro Artiles, Tania; Soro, Marina; Valls, Paola; Alaman Laguarda, Gisela; Benavent, Pau; Chisbert Cuenca, Vicente; Cueva, Andreu; Lafuente, Matilde; Marques Parra, Asuncion; Romero Rodrigo, Alejandra; Sanchez-Morcillo, Silvia; Tormo, Sergi; Javier Redondo, Francisco; De Andres, Jose; Gómez Diago, Lorena; José Hernández Cádiz, Maria; Gil Manuel, Granell; Peris, Raquel; Saiz, Cristina; Tatay, Jose; Teresa Tebar Soto, Maria; Brunete, Tamara; Cancho, David; R Delgado García, David; Zamudio, Diana; Garcia Del Valle, Santiago; Luz Serrano, M; Alonso, Eduardo; Anillo, Victor; Maseda, Emilio; Salgado, Patricia; Suarez, Luis; Suarez-de-la-Rica, Alejandro; José Villagrán, María; Aldecoa, Cesar; Ignacio Alonso, José; Cabezuelo, Estefania; Garcia-Saiz, Irene; Lopez Del Moral, Olga; Martín, Silvia; Perez Gonzalez, Alba; Tovar Doncel, Sherezade; Agüero Vera, Martin; José Ávila Sánchez, Francisco; Castaño, Beatriz; Castaño Moreira, Beatriz; Flores Risco, Sahely; Paz Martín, Daniel; Pérez Martín, Fernando; Poza, Paloma; Ruiz, Adela; Fabio Serna Martínez, Wilson; Vázquez Vicente, Bárbara; Velaz Dominguez, Saul; Fernández, Salvador; Munoz-López, Alfonso; Jose Bernat, Maria; Mas, Arantxa; Planas, Kenneth; Jawad, Monir; Saeed, Yousif; Hedin, Annika; Levander, Helena; Chew, Michelle; Holmström, Sandra; Lönn, David; Zoerner, Frank; Åkring, Irene; Widmark, Carl; Zettergren, Jan; Aspelund Liljequist, Victor; Nystrom, Lena; Odeberg-Wernerman, Suzanne; Oldner, Anders; Reje, Patrik; Lyckner, Sara; Sperber, Jesper; Adolfsson, Anne; Klarin, Bengt; Hedin, Annika; Ögren, Katrin; Barras, Jean-Pierre; Bührer, Thomas; Despotidis, Vasileios; Helmy, Naeder; Holliger, Stephan; Aristotle Raptis, Dimitri; Schmid, Roger; Meyer, Antoine; Jaquet, Yves; Kessler, Ulf; Muradbegovic, Mirza; R Nahum, Solange; Rotunno, Teresa; Schiltz, Boris; Voruz, François; Worreth, Marc; Christoforidis, Dimitri; Georgios Popeskou, Sotirios; Furrer, Markus; Andrea Prevost, Gian; Stocker, Andrea; Lang, Klaus; Breitenstein, Stefan; T Ganter, Michael; Geisen, Martin; Soll, Christopher; Korkmaz, Michelle; Lubach, Iris; Schmitz, Michael; Meyer Zu Schwabedissen, Moritz; Zingg, Urs; Hillermann, Thomas; Wildi, Stefan; Hofer, Christoph; Bollen Pinto, Bernardo; Walder, Bernhard; Hübner, Martin; Mariotti, Giustina; Slankamenac, Ksenija; Namuyuga, Mirioce; Kyomugisha, Edward; Kituuka, Olivia; Wesonga Shikanda, Anne; Kakembo, Nasser; Otim Tom, Charles; Webombesa, Antonina; Bua, Emmanuel; Ditai, James; Michael Ssettabi, Eden; Epodoi, Joseph; Kabagenyi, Fiona; Kirya, Fred; Dempsey, Ged; Seasman, Colette; Basit Nawaz Khan, Raja; Kurasz, Claire; Macgregor, Mark; Shawki, Burhan; Hariharan, Vimal; Chau, Simon; Ellis, Kate; Butt, Georgina; Chicken, Dennis-Wayne; Christmas, Natasha; Allen, Samantha; Daniel Daniel, Gayatri; Dempster, Angie; Kemp, Juliette; Matthews, Lewis; Mcglone, Philip; Tambellini, Joanne; Trodd, Dawn; Freitas, Katie; Garg, Atul; Karpate, Shilpaja; Kulkarni, Aditi; O'Hara, Chloe; Troko, Jtroko; Angus, Kirsty; Bradley, Jacqueline; Brennan, Emma; Brooks, Carolyn; Brown, Janette; Brown, Gemma; Finch, Amanda; Gratrix, Karen; Hesketh, Sue; Hill, Gillian; Jeffs, Carol; Morgan, Maureen; Pemberton, Chris; Slawson, Nicola; Spickett, Helen; Swarbrick, Gemma; Thomas, Megan; Van Duyvenvoorde, Greta; Brennan, Andrew; Briscoe, Richard; Cooper, Sarah; Lawton, Tom; Northey, Martin; Senaratne, Rashmi; Stanworth, Helen; Burrows, Lorna; Cain, Helen; Craven, Rachael; Davies, Keith; Jonas, Attila; Pachucki, Marcin; Walkden, Graham; Davies, Helen; Gudaca, Mariethel; Hobrok, Maria; Arawwawala, Dilshan; Fergey, Lauren; Gardiner, Matthew; Gunn, Jacqueline; Johnson, Lyndsay; Lofting, Amanda; Lyle, Amanda; Mc Neela, Fiona; Smolen, Susan; Topliffe, Joanne; Williams, Sarah; Bland, Martin; Kaura, Vikas; Lanka, Prasad; Naylor, Chardé; Smith, Neil; Ahmed, Ahmed; Myatt, John; Shenoy, Ravikiran; Cheong Soon, Wai; Tan, Jessica; Karadia, Sunny; Self, James; Durant, Emma; Tripathi, Shiva; Bullock, Clare; Campbell, Debbie; Ghosh, Alison; Hughes, Thomas; Zsisku, Lajos; Bengeri, Sheshagiri; Cowton, Amanda; Shazad Khalid, Mohammed; Limb, James; Mcadam, Colin; Porritt, Mandy; Amir Rafi, M; Shekar, Priya; Harden, Catherine; Hollands, Heidi; King, Angela; March, Linda; Minto, Gary; Patrick, Abigail; Waugh, Darren; Kumara, Paramesh; Simeson, Karen; Yarwood, Jamie; Browning, Julie; Hatton, Jonathan; Julian, Howes; Mitra, Atideb; Newton, Maria; Kootelu Pernu, Pawan; Wilson, Alison; Commey, Thelma; Foot, Helen; Glover, Lyn; Gupta, Ajay; Lancaster, Nicola; Levin, Jill; Mackenzie, Felicity; Mestanza, Claire; Nofal, Emma; Pout, Lauren; Varden, Rosanna; Wild, Jonathan; Jones, Stephanie; Moreton, Sarah; Pulletz, Mark; Davies, Charlotte; Martin, Matthew; Thomas, Sian; Burns, Karen; Mcarthur, Carol; Patel, Panna; Lau, Gary; Rich, Natalie; Davis, Fiona; Self, James; Lyons, Rachel; Port, Beth; Prout, Rachel; Smith, Christopher; Adelaja, Yemi; Bennett, Victoria; Bidd, Heena; Dumitrescu, Alexandra; Fox Murphy, Jacqui; Keen, Abigail; Mguni, Nhlanhla; Ong, Cheng; Adams, George; Boshier, Piers; Brown, Richard; Butryn, Izabella; Chatterjee, Jayanta; Freethy, Alexander; Lockwood, Geoffrey; Tsakok, Maria; Tsiligiannis, Sophia; Peat, William; Stephenson, Lorraine; Bradburn, Mike; Pick, Sara; Cunha, Pedro; Olagbaiye, Olufemi; Tayeh, Salim; Abernethy, Caroline; Balasubramaniam, Madhu; Bennett, Rachael; Bolton, David; Martinson, Victoria; Naylor, Charde; Smith, Neil; Bell, Stephanie; Heather, Blaylock; Kushakovsky, Vlad; Alcock, Liam; Alexander, Hazel; Anderson, Colette; Baker, Paul; Brookes, Morag; Cawthorn, Louise; Cirstea, Emanuel; Colling, Kerry; Coulter, Ian; Das, Suparna; Haigh, Kathryn; Hamdan, Alhafidz; Hugill, Keith; Kottam, Lucksy; Lisseter, Emily; Mawdsley, Matthew; Mcgivern, Julie; Padala, Krishnaveni; Phelps, Victoria; Ramesh Kumar, Vineshykaa; Stewart, Kirsten; Towse, Kayley; Tregonning, Julie; Vahedi, Ali; Walker, Alycon; Baines, Duncan; Bilolikar, Anjali; Chande, Shiv; Copley, Edward; Dunk, Nigel; Kulkarni, Raghavendra; Kumar, Pawan; Metodiev, Yavor; Ncomanzi, Dumisani; Raithatha, Bhavesh; Raymode, Parizade; Szafranski, Jan; Twohey, Linda; Watt, Philip; Weatherall, Lucie; Weatherill, J; Whitman, Zoe; Wighton, Elinor; Abayasinghe, Chamika; Chan, Alexander; Darwish, Sharif; Gill, James; Glasgow, Emma; Hadfield, Daniel; Harris, Clair; Kochhar, Arun; Mellis, Clare; Pool, Andrew; Riozzi, Paul; Selman, Andrew; Smith, Emma-Jane; Vele, Liana; Gercek, Yuksel; Guy, Kramer; Holden, Douglas; Watson, Nicholas; Whysall, Karen; Andreou, Prematie; Hales, Dawn; Thompson, Jonathan; Bowrey, Sarah; Mcdonald, Shara; Thompson, Jonathan; Gilmore, Jemma; Hills, Vicky; Kelly, Chan; Kelly, Sinead; Lloyd, Geraint; Abbott, Tom; Gall, Lewis; Torrance, Hew; Vivian, Mark; Berntsen, Emer; Nolan, Tracey; Turner, Angus; Vohra, Akbar; Brown, Andrew; Clark, Richard; Coughlan, Elaine; Daniel, Conway; Patvardhan, Chinmay; Pearson, Rachel; Predeep, Sheba; Saad, Hesham; Shanmugam, Mohanakrishnan; Varley, Simon; Vohra, Akbar; Wylie, Katharine; Cooper, Lucy; Makowski, Arystarch; Misztal, Beata; Moldovan, Eliza; Pegg, Claire; Donovan, Andrew; Foot, Jayne; Large, Simon; Claxton, Andrew; Netke, Bhagyashree; Armstrong, Richard; Calderwood, Claire; Kwok, Andy; Mohr, Otto; Oyeniyi, Peter; Patnaik, Lisa; Post, Benjamin; Ali, Sarah; Arshad, Homa; Baker, Gerard; Brenner, Laura; Brincat, Maximilian; Brunswicker, Annemarie; Cox, Hannah; Ionut Cozar, Octavian; Durst, Alexander; Fengas, Lior; Flatt, Jim; Glister, Georgina; Narwani, Vishal; Photi, Evangelos; Rankin, Adeline; Rosbergen, Melissa; Tan, Mark; Beaton, Ceri; Horn, Rachel; Hunt, Jane; Rousseau, Guy; Stancombe, Lucia; Absar, Mohammed; Allsop, Joanne; Drinkwater, Zoe; Hodgkiss, Tracey; Smith, Kirsty; Brown, Jamie; Pick, Sara; Alexander-Sefre, Farhad; Campey, Lorraine; Dudgeon, Lucy; Hall, Kathryn; Hitchcock, Rachael; James, Lynne; Smith, Kate; Winstone, Ulrika; Ahmad, Norfaizan; Bauchmuller, Kris; Harrison, Jonathan; Jeffery, Holly; Miller, Duncan; Pinder, Angela; Pothuneedi, Sailaja; Rosser, Jonathan; Sanghera, Sumayer; Swift, Diane; Walker, Rachel; Bester, Delia; Cavanagh, Sarah; Cripps, Heather; Daniel, Harvey; Lynch, Julie; Paton, Alison; Pyke, Shirley; Scholefield, John; Whitworth, Helen; Bottrill, Fiona; Ramalingam, Ganesh; Webb, Stephen; Akerman, Nik; Antill, Philip; Bourner, Lynsey; Buckley, Sarah; Castle, Gail; Charles, Rob; Eggleston, Christopher; Foster, Rebecca; Gill, Satwant; Lindley, Kate; Lklouk, Mohamed; Lowery, Tracey; Martin, Oliver; Milne, David; O'Connor, Patrick; Ratcliffe, Andrew; Rose, Alastair; Simeson, Karen; Smith, Annie; Varma, Sandeep; Ward, Jackie; Simeson, Karen; Barcraft-Barnes, Helena; Camsooksai, Julie; Colvin, Carolyn; Reschreiter, Henrik; Tbaily, Lee; Venner, Nicola; Hamilton, Caroline; Kelly, Lewis; Toth-Tarsoly, Piroska; Dodsworth, Kerry; Foord, Denise; Gordon, Paul; Hawes, Elizabeth; Lamb, Nikki; Mouland, Johanna; Nightingale, Jeremy; Rose, Steve; Schrieber, Joe; Al Amri, Khalid; Aladin, Hafiz; Asif Arshad, Mohammed; Barraclough, James; Bentley, Conor; Bergin, Colin; Carrera, Ronald; Clarkson, Aisling; Collins, Michelle; Cooper, Lauren; Denham, Samuel; Griffiths, Ewen; Ip, Peter; Jeyanthan, Somasundaram; Joory, Kavita; Kaur, Satwant; Marriott, Paul; Mitchell, Natalie; Nagaiah, Sukumar; Nilsson, Annette; Parekh, Nilesh; Pope, Martin; Seager, Joseph; Serag, Hosam; Tameem, Alifia; Thomas, Anna; Thunder, Joanne; Torrance, Andrew; Vohra, Ravinder; Whitehouse, Arlo; Wong, Tony; Blunt, Mark; Wong, Kate; Giles, Julian; Reed, Isabelle; Weller, Debbie; Bell, Gillian; Birch, Julie; Damant, Rose; Maiden, Jane; Mewies, Clare; Prince, Claire; Radford, Jane; Balain, Birender; Banerjee, Robin; Barnett, Andrew; Burston, Ben; Davies, Kirsty; Edwards, Jayne; Evans, Chris; Ford, David; Gallacher, Pete; Hill, Simon; Jaffray, David; Karlakki, Sudheer; Kelly, Cormac; Kennedy, Julia; Kiely, Nigel; Lewthwaite, Simon; Marquis, Chris; Ockendon, Matthew; Phillips, Stephen; Pickard, Simon; Richardson, James; Roach, Richard; Smith, Tony; Spencer-Jones, Richard; Steele, Niall; Steen, Julie; Van Liefland, Marck; White, Steve; Faulds, Matthew; Harris, Meredyth; Kelly, Carrie; Nicol, Scott; Anne Pearson, Sally; Chukkambotla, Srikanth; Andrew, Alyson; Attrill, Elizabeth; Campbell, Graham; Datson, Amanda; Fouracres, Anna; Graterol, Juan; Graves, Lynne; Hong, Bosun; Ishimaru, Alexander; Karthikeyan, Arvind; King, Helen; Lawson, Tom; Lee, Gregory; Lyons, Saoirse; Macalister Hall, Andrew; Mathoulin, Sophie; Mcintyre, Eilidh; Mclaughlin, Danny; Mulcahy, Kathleen; Ratcliffe, Anna; Robbins, James; Sung, Weilin; Tayo, Adeoluwa; Trembath, Lisa; Venugopal, Suneetha; Walker, Robert; Wigmore, Geoffrey; Boereboom, Catherine; Downes, Charlotte; Humphries, Ryan; Melbourne, Susan; Smith, Coral; Tou, Samson; Ullah, Shafa; Batchelor, Nick; Boxall, Leigh; Broomby, Rupert; Deen, Tariq; Hellewell, Alistair; Helliwell, Laurence; Hutchings, Melanie; Hutchins, David; Keenan, Samantha; Mackie, Donna; Potter, Alison; Smith, Frances; Stone, Lucy; Thorpe, Kevin; Wassall, Richard; Woodgate, Andrew; Baillie, Shelley; Campbell, Tara; James, Sarah; King, Chris; Marques de Araujo, Daniela; Martin, Daniel; Morkane, Clare; Neely, Julia; Rajendram, Rajkumar; Burton, Megan; James, Kathryn; Keevil, Edward; Minik, Orsolya; Morgan, Jenna; Musgrave, Anna; Rajanna, Harish; Roberts, Tracey; Szakmany, Tamas; Adamson, Michael; Jumbe, Sandra; Kendall, Jennie; Babu Muthuswamy, Mohan; Anderson, Charlotte; Cruikshanks, Andrew; Pothuneedi, Sailaja; Walker, Rachel; Wrench, Ian; Zeidan, Lisa; Ardern, Diane; Harris, Benjamin; Hellstrom, Johanna; Martin, Jane; Thomas, Richard; Varsani, Nimu; Wrey Brown, Caroline; Docherty, Philip; Gillies, Michael; Mcgregor, Euan; Usher, Helen; Craig, Jayne; Smith, Andrew; Ahmad, Tahania; Bodger, Phoebe; Creary, Thais; Everingham, Kirsty; Fowler, Alexander; Hewson, Russ; Ijuo, Eke; Januszewska, Marta; Jones, Timothy; Kantsedikas, Ilya; Lahiri, Sumitra; Lawson McLean, Aaron; Niebrzegowska, Edyta; Phull, Mandeep; Wang, Difei; Wickboldt, Nadine; Baldwin, Jacqueline; Doyle, Donna; Mcmullan, Sean; Oladapo, Michelle; Owen, Thomas; Tripathi, Shiva; Williams, Alexandra; Daniel, Hull; Gregory, Peter; Husain, Tauqeer; Kirk-Bayley, Justin; Mathers, Edward; Montague, Laura; White, Stuart; Avis, Joanne; Cook, Tim; Dali-Kemmery, Lola; Kerslake, Ian; Lambourne, Victoria; Pearson, Annabel; Boyd, Christine; Callaghan, Mark; Lawson, Cathy; Mccrossan, Roopa; Nesbitt, Vanessa; O'Connor, Laura; Scott, Julia; Sinclair, Rhona; Farid, Nahla; Morgese, Ciro; Bhatia, Kailash; Karmarkar, Swati; Vohra, Akbar; Ahmed, Jamil; Branagan, Graham; Hutton, Monica; Swain, Andrew; Brookes, Jamie; Cornell, Jonathan; Dolan, Rachael; Hulme, Jonathan; Jansen van Vuuren, Amanda; Jowitt, Tom; Kalashetty, Gunasheela; Lloyd, Fran; Patel, Kiran; Sherwood, Nicholas; Brown, Lynne; Chandler, Ben; Deighton, Kerry; Emma, Temlett; Haunch, Kirsty; Cheeseman, Michelle; Dent, Kathy; Garg, Sanjeev; Gray, Carol; Hood, Marion; Jones, Dawn; Juj, Joanne; Mitra, Atideb; Rao, Roshan; Walker, Tara; Al Anizi, Mashel; Cheah, Clarissa; Cheing, Yushio; Coutinho, Francisco; Gondo, Prisca; Hadebe, Bernard; Onie Hove, Mazvangu; Khader, Ahamed; Krishnachetty, Bobby; Rhodes, Karen; Sokhi, Jagdish; Baker, Katie-Anne; Bertram, Wendy; Looseley, Alex; Mouton, Ronelle; Arnold, Glenn; Arya, Shobhit; Balfoussia, Danai; Baxter, Linden; Harris, James; Jones, Craig; Knaggs, Alison; Markar, Sheraz; Perera, Anisha; Scott, Alasdair; Shida, Asako; Sirha, Ravneet; Wright, Sally; Frost, Victoria; Gray, Catherine; Macgregor, Mark; Andrews, Emma; Arrandale, Lindsay; Barrett, Stephen; Bidd, Heena; Cifra, Elna; Cooper, Mariese; Dragnea, Dragos; Elna, Cifra; Maclean, Jennifer; Meier, Sonja; Milliken, Donald; Munns, Christopher; Ratanshi, Nadir; Salvana, Abegail; Watson, Anthony; Ali, Hani; Campbell, Gill; Critchley, Rebecca; Hicks, Catherine; Liddle, Alison; Pass, Marc; Ritchie, Charlotte; Thomas, Charlotte; Too, Lingxi; Welsh, Sarah; Gill, Talvinder; Johnson, Joanne; Reed, Joanne; Davis, Edward; Papadopoullos, Sam; Attwood, Clare; Biffen, Andrew; Boulton, Kerenza; Gray, Sophie; Hay, David; Mills, Sarah; Montgomery, Jane; Riddell, Rory; Simpson, James; Bhardwaj, Neeraj; Paul, Elaine; Uwubamwen, Nosakhare; Vohra, Akbar; Berntsen, Emer; Nolan, Tracey; Turner, Angus; Alexander, Maini; Arrich, James; Arumugam, Swarna; Blackwood, Douglas; Boggiano, Victoria; Brown, Robyn; Lam Chan, Yik; Chatterjee, Devnandan; Chhabra, Ashok; Christian, Rachel; Costelloe, Hannah; Coxwell Matthewman, Madeline; Dalton, Emma; Darko, Julia; Davari, Maria; Dave, Tejal; Deacon, Matthew; Deepak, Shantal; Edmond, Holly; Ellis, Jessica; El-Sayed, Ahmed; Eneje, Philip; English, Rose; Ewe, Renee; Foers, William; Franklin, John; Gallego, Laura; Garrett, Emily; Goldberg, Olivia; Goss, Harry; Greaves, Rosanna; Harris, Rudy; Hennings, Charles; Jones, Eleanor; Kamali, Nelson; Kokkinos, Naomi; Lewis, Carys; Lignos, Leda; Victoria Malgapo, Evaleen; Malik, Rizwana; Milne, Andrew; Mulligan, John-Patrick; Nicklin, Philippa; Palipane, Natasha; Parsons, Thomas; Piper, Rebecca; Prakash, Rohan; Ramesh, Byron; Rasip, Sarah; Reading, Jacob; Rela, Mariam; Reyes, Anna; Robert, Stephens; Rooms, Martin; Shah, Karishma; Simons, Henry; Solanki, Shalil; Spowart, Emma; Stevens, Amy; Thomas, Christopher; Waggett, Helena; Yassaee, Arrash; Kennedy, Anthony; Scott, Sara; Somanath, Sameer; Berg, Andrew; Hernandez, Miguel; Nanda, Rajesh; Tank, Ghanshyambhai; Wilson, Natalie; Wilson, Debbie; Al-Soudaine, Yassr; Baldwin, Matthew; Cornish, Julie; Davies, Zoe; Davies, Leigh; Edwards, Marc; Frewer, Natasha; Gallard, Sian; Glasbey, James; Harries, Rhiannon; Hopkins, Luke; Kim, Taeyang; Koompirochana, Vilavan; Lawson, Simon; Lewis, Megan; Makzal, Zaid; Scourfield, Sarah; Ahmad, Yousra; Bates, Sarah; Blackwell, Clare; Bryant, Helen; Coulter, Suzanne; Cruickshank, Ross; Daniel, Sonya; Daubeny, Thomas; Edwards, Mark; Golder, Kim; Hawkins, Lesley; Helen, Bryant; Hinxman, Honor; Levett, Denny; Skinner, Ben; Walsgrove, Joseph; Bradburn, Mike; Dickson, Jane; Constantin, Kathryn; Karen, Markwell; O'Brien, Peter; O'Donohoe, Lynn; Payne, Hannah; Sundayi, Saul; Walker, Elaine; Brooke, Jenny; Cardy, Jon; Humphreys, Sally; Kessack, Laura; Kubitzek, Christiane; Kumar, Suhas; Cotterill, Donna; Hodzovic, Emil; Hosdurga, Gurunath; Miles, Edward; Saunders, Glenn; Campbell, Marta; Chan, Peter; Jemmett, Kim; Raj, Ashok; Naik, Aditi; Ramamoorthy, Rajarajan; Shah, Nimesh; Sylvan, Axel; Blyth, Katharine; Burtenshaw, Andrew; Freeman, David; Johnson, Emily; Lo, Philip; Martin, Terry; Plunkett, Emma; Wollaston, Julie; Allison, Joanna; Carroll, Christine; Craw, Nicholas; Craw, Sarah; Pitt-Kerby, Tressy; Rowland-Axe, Rebecca; Spurdle, Katie; Mcdonald, Andrew; Simon, Davies; Sinha, Vivek; Smith, Thomas; Banner-Goodspeed, Valerie; Boone, Myles; Campbell, Kathleen; Lu, Fengxin; Scannell, Joseph; Sobol, Julia; Balajonda, Naraida; Clemmons, Karen; Conde, Carlos; Funk, Bonita; Hall, Roger; Hopkins, Thomas; Olaleye, Omowunmi; Omer, Omer; Pender, Michelle; Porto, Angelo; Stevens, Alice; Waweru, Peter; Yeh, Erlinda; Bodansky, Daniella; Evans, Adam; Kleopoulos, Steven; Maril, Robert; Mathney, Edward; Sanchez, Angela; Tinuoye, Elizabeth; Bateman, Brian; Eng, Kristen; Jiang, Ning; Ladha, Karim; Needleman, Joseph; Chen, Lee-Lynn; Chen, Lee-Lynn; Lane, Rondall; Robinowitz, David; Ghushe, Neil; Irshad, Mariam; Patel, Samir; Takemoto, Steven; Wallace, Art; Mazzeffi, Michael; Rock, Peter; Wallace, Karin; Zhu, Xiaomao; Chua, Pandora; Fleisher, Lee; Mattera, Matthew; Sharar, Rebecca; Thilen, Stephan; Treggiari, Miriam; Morgan, Angela; Sofjan, Iwan; Subramaniam, Kathirvel; Avidan, Michael; Maybrier, Hannah; Muench, Maxwell; Wildes, Troy
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