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Global Burden of Bacterial Antimicrobial Resistance 1990–2021: A Systematic Analysis With Forecasts to 2050 Publisher Pubmed



Naghavi M1, 2 ; Vollset SE1, 2, 9 ; Ikuta KS1, 11 ; Swetschinski LR1 ; Gray AP1 ; Wool EE1 ; Robles Aguilar G12 ; Mestrovic T1, 20 ; Smith G1 ; Han C1 ; Hsu RL1 ; Chalek J1 ; Araki DT1, 21 ; Chung E1, 3 Show All Authors
Authors
  1. Naghavi M1, 2
  2. Vollset SE1, 2, 9
  3. Ikuta KS1, 11
  4. Swetschinski LR1
  5. Gray AP1
  6. Wool EE1
  7. Robles Aguilar G12
  8. Mestrovic T1, 20
  9. Smith G1
  10. Han C1
  11. Hsu RL1
  12. Chalek J1
  13. Araki DT1, 21
  14. Chung E1, 3
  15. Raggi C1
  16. Gershberg Hayoon A1
  17. Davis Weaver N1
  18. Lindstedt PA1
  19. Smith AE1
  20. Altay U10
  21. Bhattacharjee NV1
  22. Giannakis K9
  23. Fell F13
  24. Mcmanigal B12
  25. Ekapirat N12
  26. Mendes JA12
  27. Runghien T1, 12
  28. Srimokla O12, 14
  29. Abdelkader A22
  30. Abdelsalam S25
  31. Aboagye RG26
  32. Abolhassani H28, 35
  33. Abualruz H36
  34. Abubakar U37
  35. Abukhadijah HJ38
  36. Aburuz S39, 41
  37. Abuzaid A42, 43
  38. Achalapong S44
  39. Addo IY45, 51
  40. Adekanmbi V53
  41. Adeyeoluwa TE54, 57
  42. Adnani QES60
  43. Adzigbli LA27
  44. Afzal MS61
  45. Afzal S62, 63
  46. Agodi A64
  47. Ahlstrom AJ1, 4
  48. Ahmad A65
  49. Ahmad S66, 67
  50. Ahmad T68
  51. Ahmadi A69, 71
  52. Ahmed A74, 76
  53. Ahmed H78
  54. Ahmed I79, 81
  55. Ahmed M82
  56. Ahmed S84
  57. Ahmed SA85
  58. Akkaif MA86
  59. Al Awaidy S87, 88
  60. Al Thaher Y89, 91
  61. Alalalmeh SO23
  62. Albataineh MT92
  63. Aldhaleei WA93
  64. Algheethi AAS94, 95
  65. Alhaji NB96
  66. Ali A97
  67. Ali L84
  68. Ali SS98
  69. Ali W99
  70. Allel K15, 100
  71. Almarwani S103, 104
  72. Alrawashdeh A105
  73. Altaf A108
  74. Altammemi AB110, 111
  75. Altawfiq JA112, 113
  76. Alzoubi KH106, 114
  77. Alzyoud WA120
  78. Amos B122
  79. Amuasi JH123, 124
  80. Ancuceanu R125
  81. Andrews JR129
  82. Anil A132, 135
  83. Anuoluwa IA55
  84. Anvari S136
  85. Anyasodor AE138
  86. Apostol GLC139, 140
  87. Arabloo J141
  88. Arafat M147
  89. Aravkin AY1, 2, 4
  90. Areda D148, 149
  91. Aremu A150
  92. Artamonov AA153
  93. Ashley EA12, 156
  94. Asika MO157, 158
  95. Athari SS159
  96. Atout MMW90
  97. Awoke T160
  98. Azadnajafabad S29, 163
  99. Azam JM164, 168
  100. Aziz S169
  101. Azzam AY170, 171
  102. Babaei M30, 130
  103. Babin FX173
  104. Badar M174
  105. Baig AA175
  106. Bajcetic M176, 178
  107. Baker S179
  108. Bardhan M182
  109. Barqawi HJ115
  110. Basharat Z80
  111. Basiru A151
  112. Bastard M184
  113. Basu S185
  114. Bayleyegn NS186
  115. Belete MA187
  116. Bello OO55
  117. Beloukas A189, 190
  118. Berkley JA16, 192
  119. Bhagavathula AS93, 194
  120. Bhaskar S195, 196
  121. Bhuyan SS197
  122. Bielicki JA77, 198
  123. Briko NI200
  124. Brown CS201, 202
  125. Browne AJ13
  126. Buonsenso D205, 206
  127. Bustanji Y116, 207
  128. Carvalheiro CG208, 209
  129. Castanedaorjuela CA210, 211
  130. Cenderadewi M213, 214
  131. Chadwick J215
  132. Chakraborty S216
  133. Chandika RM217
  134. Chandy S220
  135. Chansamouth V154, 221
  136. Chattu VK222, 223
  137. Chaudhary AA224
  138. Ching PR225
  139. Chopra H226
  140. Chowdhury FR227
  141. Chu DT228
  142. Chutiyami M229
  143. Cruzmartins N230, 231
  144. Da Silva AG234
  145. Dadras O31, 235
  146. Dai X1, 2
  147. Darcho SD83
  148. Das S238
  149. De La Hoz FP212
  150. Dekker DM239
  151. Dhama K241
  152. Diaz D242
  153. Dickson BFR46, 243
  154. Djorie SG244
  155. Dodangeh M142
  156. Dohare S218
  157. Dokova KG245
  158. Doshi OP247
  159. Dowou RK27
  160. Dsouza HL250, 251
  161. Dunachie SJ16, 252
  162. Dziedzic AM253
  163. Eckmanns T255
  164. Eddra A256
  165. Eftekharimehrabad A257, 258
  166. Ekundayo TC55
  167. El Sayed I259
  168. Elhadi M261, 262
  169. Elhuneidi W117
  170. Elias C263, 265
  171. Ellis SJ266
  172. Elsheikh R268
  173. Elsohaby I270, 272
  174. Eltaha C273
  175. Eshrati B143
  176. Eslami M274, 275
  177. Eyre DW15
  178. Fadaka AO276, 277
  179. Fagbamigbe AF58, 279
  180. Fahim A280
  181. Fakhridemeshghieh A281
  182. Fasina FO282, 283
  183. Fasina MM284
  184. Fatehizadeh A287
  185. Feasey NA288, 289
  186. Feizkhah A137
  187. Fekadu G271, 290
  188. Fischer F285
  189. Fitriana I291
  190. Forrest KM292
  191. Fortuna Rodrigues C232, 233
  192. Fuller JE1
  193. Gadanya MA293, 294
  194. Gajdacs M295
  195. Gandhi AP296
  196. Garciagallo EE17, 297
  197. Garrett DO298
  198. Gautam RK299
  199. Gebregergis MW300
  200. Gebrehiwot M188
  201. Gebremeskel TG302, 303
  202. Geffers C286
  203. Georgalis L304
  204. Ghazy RM260, 305
  205. Golechha M306
  206. Golinelli D307, 308
  207. Gordon M309
  208. Gulati S310
  209. Gupta RD312, 313
  210. Gupta S314
  211. Gupta VK315
  212. Habteyohannes AD161
  213. Haller S254, 316
  214. Harapan H317
  215. Harrison ML50, 318
  216. Hasaballah AI319
  217. Hasan I165, 320
  218. Hasan RS321
  219. Hasani H144
  220. Haselbeck AH323
  221. Hasnain MS327
  222. Hassan II236, 328, 329
  223. Hassan S237
  224. Hassan Zadeh Tabatabaei MS32
  225. Hayat K330, 331
  226. He J1
  227. Hegazi OE23
  228. Heidari M70
  229. Hezam K332, 333
  230. Holla R248
  231. Holm M324
  232. Hopkins H167
  233. Hossain MM334, 335
  234. Hosseinzadeh M336, 337
  235. Hostiuc S126, 338
  236. Hussein NR339
  237. Huy LD340, 341
  238. Ibanezprada ED343
  239. Ikiroma A344
  240. Ilic IM177
  241. Islam SMS47, 345
  242. Ismail F346, 347
  243. Ismail NE348, 349
  244. Iwu CD5
  245. Iwujaja CJ350, 351
  246. Jafarzadeh A352, 354
  247. Jaiteh F355
  248. Jalilzadeh Yengejeh R356
  249. Jamora RDG357, 358
  250. Javidnia J359
  251. Jawaid T360
  252. Jenney AWJ361
  253. Jeon HJ181, 326
  254. Jokar M362, 363
  255. Jomehzadeh N364, 365
  256. Joo T366, 367
  257. Joseph N368
  258. Kamal Z369, 370
  259. Kanmodi KK371, 372
  260. Kantar RS373, 374
  261. Kapisi JA121
  262. Karaye IM375, 376
  263. Khader YS107
  264. Khajuria H377
  265. Khalid N378
  266. Khamesipour F145, 379
  267. Khan A380
  268. Khan MJ381
  269. Khan MT369
  270. Khanal V382, 383
  271. Khidri FF384
  272. Khubchandani J385
  273. Khusuwan S44
  274. Kim MS386, 388
  275. Kisa A389, 390
  276. Korshunov VA200
  277. Krapp F391, 393
  278. Krumkamp R240
  279. Kuddus M394
  280. Kulimbet M395, 396
  281. Kumar D397
  282. Kumaran EAP12
  283. Kuttikkattu A398
  284. Kyu HH1, 2
  285. Landires I399, 400
  286. Lawal BK401
  287. Le TTT403
  288. Lederer IM404
  289. Lee M405
  290. Lee SW406
  291. Lepape A264
  292. Lerango TL407
  293. Ligade VS249
  294. Lim C1, 12, 408
  295. Lim SS2
  296. Limenh LW409
  297. Liu C411
  298. Liu X311, 387
  299. Liu X311, 387
  300. Loftus MJ416, 417
  301. Amin HIM418, 419
  302. Maass KL1
  303. Maharaj SB420, 421
  304. Mahmoud MA422
  305. Maikanticharalampous P423
  306. Makram OM172, 424
  307. Malhotra K425, 426
  308. Malik AA427
  309. Mandilara GD191
  310. Marks F180, 325
  311. Martinezguerra BA429
  312. Martorell M431, 432
  313. Masoumiasl H146
  314. Mathioudakis AG433, 434
  315. May J240, 435
  316. Mchugh TA1
  317. Meiring J436
  318. Meles HN301
  319. Melese A160, 438
  320. Melese EB410
  321. Minervini G439, 440
  322. Mohamed NS444, 445
  323. Mohammed S446, 449
  324. Mohan S219, 450
  325. Mokdad AH1, 2
  326. Monasta L451
  327. Moodi Ghalibaf A452
  328. Moore CE199
  329. Moradi Y453
  330. Mossialos E203, 455
  331. Mougin V1
  332. Mukoro GD456
  333. Mulita F457, 458
  334. Mullerpebody B460
  335. Murillozamora E461, 462
  336. Musa S447
  337. Musicha P463
  338. Musila LA192, 464
  339. Muthupandian S441, 465
  340. Nagarajan AJ466, 467
  341. Naghavi P468
  342. Nainu F469
  343. Nair TS470
  344. Najmuldeen HHR471
  345. Natto ZS428, 472
  346. Nauman J40, 473
  347. Nayak BP377
  348. Nchanji GT474, 475
  349. Ndishimye P476, 477
  350. Negoi I127, 478
  351. Negoi RI128, 479
  352. Nejadghaderi SA353, 480
  353. Nguyen QP1
  354. Noman EA48, 481
  355. Nwakanma DC166, 482
  356. Obrien S267
  357. Ochoa TJ392
  358. Odetokun IA152
  359. Ogundijo OA59
  360. Ojoakosile TR483
  361. Okeke SR50, 51
  362. Okonji OC278
  363. Olagunju AT484, 485
  364. Olivasmartinez A6, 430
  365. Olorukooba AA448
  366. Olwoch P122
  367. Onyedibe KI486
  368. Ortizbrizuela E429, 487
  369. Osuolale O488
  370. Ounchanum P44
  371. Oyeyemi OT56
  372. Padukudru PAM489
  373. Paredes JL391
  374. Parikh RR490
  375. Patel J269, 491
  376. Patil S442, 492
  377. Pawar S414
  378. Peleg AY416, 493
  379. Peprah P494
  380. Perdigao J495
  381. Perrone C18, 408
  382. Petcu IR496
  383. Phommasone K154
  384. Piracha ZZ497
  385. Poddighe D498, 499
  386. Pollard AJ19, 500
  387. Poluru R501
  388. Poncedeleon A429
  389. Puvvula J502
  390. Qamar FN322
  391. Qasim NH504
  392. Rafai CD244
  393. Raghav P133
  394. Rahbarnia L505
  395. Rahim F506, 507
  396. Rahimimovaghar V32
  397. Rahman M412
  398. Rahman MA508, 509
  399. Ramadan H510
  400. Ramasamy SK131
  401. Ramesh PS503
  402. Ramteke PW512, 513
  403. Rana RK514
  404. Rani U515
  405. Rashidi MM29, 72
  406. Rathish D516
  407. Rattanavong S518
  408. Rawaf S204, 519
  409. Redwan EMM520, 521
  410. Reyes LF297, 342
  411. Roberts T16, 155
  412. Robotham JV459
  413. Rosenthal VD183
  414. Ross AG138
  415. Roy N522
  416. Rudd KE523
  417. Sabet CJ524
  418. Saddik BA52, 118
  419. Saeb MR525
  420. Saeed U526, 527
  421. Saeedi Moghaddam S29, 528
  422. Saengchan W44
  423. Safaei M529
  424. Saghazadeh A28
  425. Saheb Sharifaskari N115
  426. Sahebkar A443, 530
  427. Sahoo SS532
  428. Sahu M1
  429. Saki M364
  430. Salam N533
  431. Saleem Z535
  432. Saleh MA118, 511
  433. Samodra YL536, 537
  434. Samy AM538, 539
  435. Saravanan A134, 540
  436. Satpathy M541, 543
  437. Schumacher AE1
  438. Sedighi M454
  439. Seekaew S44
  440. Shafie M33
  441. Shah PA544
  442. Shahid S108, 109
  443. Shahwan MJ24
  444. Shakoor S321
  445. Shalev N1
  446. Shamim MA132
  447. Shamshirgaran MA545
  448. Shamsi A24, 534
  449. Sharifan A34, 546
  450. Shastry RP547
  451. Shetty M548
  452. Shittu A549
  453. Shrestha S550
  454. Siddig EE75, 551
  455. Sideroglou T552
  456. Sifuentesosornio J553
  457. Silva LMLR554, 555
  458. Simoes EAF556, 557
  459. Simpson AJH12, 558
  460. Singh A559, 560
  461. Singh S132
  462. Sinto R561, 562
  463. Soliman SSM119
  464. Soraneh S563
  465. Stoesser N12, 565
  466. Stoeva TZ246, 566
  467. Swain CK542
  468. Szarpak L567, 568
  469. Sree Sudha TY569
  470. Tabatabai S73
  471. Tabche C204
  472. Taha ZMA570
  473. Tan KK571
  474. Tasak N572
  475. Tat NY574, 575
  476. Thaiprakong A573
  477. Thangaraju P576
  478. Tigoi CC193, 577
  479. Tiwari K132
  480. Tovanipalone MR440
  481. Tran TH403, 578
  482. Tumurkhuu M579
  483. Turner P16, 580
  484. Udoakang AJ56
  485. Udoh A581
  486. Ullah N369
  487. Ullah S582
  488. Vaithinathan AG583
  489. Valenti M584, 585
  490. Vos T1, 2
  491. Vu HTL586
  492. Waheed Y587, 588
  493. Walker AS12, 101
  494. Walson JL7
  495. Wangrangsimakul T12, 564
  496. Weerakoon KG517
  497. Wertheim HFL589
  498. Williams PCM49, 590
  499. Wolde AA1, 591
  500. Wozniak TM592, 593
  501. Wu F594
  502. Wu Z595
  503. Yadav MKK559
  504. Yaghoubi S596
  505. Yahaya ZS402
  506. Yarahmadi A531, 597
  507. Yezli S598
  508. Yismaw YE162, 599
  509. Yon DK600
  510. Yuan CW1
  511. Yusuf H601
  512. Zakham F602, 603
  513. Zamagni G451
  514. Zhang H437, 604
  515. Zhang ZJ605
  516. Zielinska M606
  517. Zumla A102, 607
  518. Zyoud SHH24
  519. Zyoud SH608, 609
  520. Hay SI1, 2
  521. Stergachis A2, 8
  522. Sartorius B2, 12, 610
  523. Cooper BS12
  524. Dolecek C12, 252
  525. Murray CJL1, 2
Show Affiliations
Authors Affiliations
  1. 1. Institute for Health Metrics and Evaluation, University of Washington, Seattle, WA, United States
  2. 2. Department of Health Metrics Sciences, School of Medicine, University of Washington, Seattle, WA, United States
  3. 3. Department of Pediatrics, University of Washington, Seattle, WA, United States
  4. 4. Department of Applied Mathematics, University of Washington, Seattle, WA, United States
  5. 5. School of Health Systems and Public Health, University of Washington, Seattle, WA, United States
  6. 6. Department of Biostatistics, University of Washington, Seattle, WA, United States
  7. 7. Department of Global Health, University of Washington, Seattle, WA, United States
  8. 8. Department of Pharmacy, University of Washington, Seattle, WA, United States
  9. 9. GBD Collaborating Unit, Bergen, Norway
  10. 10. Norwegian Institute of Public Health, Bergen, Norway
  11. 11. Division of Infectious Diseases, Veterans Affairs Greater Los Angeles, Los Angeles, CA, United States
  12. 12. Nuffield Department of Medicine, Oxford University, Oxford, United Kingdom
  13. 13. Big Data Institute, University of Oxford, Oxford, United Kingdom
  14. 14. The Global Research on Antimicrobial Resistance Project, University of Oxford, Oxford, United Kingdom
  15. 15. Nuffield Department of Population Health, Oxford University, Oxford, United Kingdom
  16. 16. Centre for Tropical Medicine and Global Health, Oxford University, Oxford, United Kingdom
  17. 17. International Severe Acute Respiratory and Emerging Infection Consortium (ISARIC), Oxford University, Oxford, United Kingdom
  18. 18. Nuffield Department of Clinical Medicine, Oxford University, Oxford, United Kingdom
  19. 19. Oxford Vaccine Group, University of Oxford, Oxford, United Kingdom
  20. 20. University Centre Varazdin, University North, Varazdin, Croatia
  21. 21. University of Texas Health Science Center, Houston, TX, United States
  22. 22. Department of Mathematics and Sciences, Ajman University, Ajman, United Arab Emirates
  23. 23. Department of Clinical Sciences, Ajman University, Ajman, United Arab Emirates
  24. 24. Center for Medical and Bio-allied Health Sciences Research, Ajman University, Ajman, United Arab Emirates
  25. 25. Department of Tropical Medicine and Infectious Diseases, Tanta University, Tanta, Egypt
  26. 26. Department of Family and Community Health, University of Health and Allied Sciences, Ho, Ghana
  27. 27. Department of Epidemiology and Biostatistics, University of Health and Allied Sciences, Ho, Ghana
  28. 28. Research Center for Immunodeficiencies, Tehran University of Medical Sciences, Tehran, Iran
  29. 29. Noncommunicable Diseases Research Center, Tehran University of Medical Sciences, Tehran, Iran
  30. 30. Neurosicence Institute, Tehran University of Medical Sciences, Tehran, Iran
  31. 31. Iranian Research Center for HIV/AIDS (IRCHA), Tehran University of Medical Sciences, Tehran, Iran
  32. 32. Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
  33. 33. Department of Neurology, Tehran University of Medical Sciences, Tehran, Iran
  34. 34. Research Center for Rational Use of Drugs, Tehran University of Medical Sciences, Tehran, Iran
  35. 35. Department of Medical Biochemistry and Biophysics, Karolinska Institute, Stockholm, Sweden
  36. 36. Department of Nursing, Al Zaytoonah University of Jordan, Amman, Jordan
  37. 37. Department of Clinical Pharmacy and Practice, Qatar University, Doha, Qatar
  38. 38. Academic Health System, Hamad Medical Corporation, Doha, Qatar
  39. 39. Department of Therapeutics, United Arab Emirates University, Al Ain, United Arab Emirates
  40. 40. College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates
  41. 41. College of Pharmacy, University of Jordan, Amman, Jordan
  42. 42. Department of Biochemistry and Molecular Medicine, Alfaisal University, Riyadh, Saudi Arabia
  43. 43. College of Graduate Health Sciences, University of Tennessee, Memphis, TN, United States
  44. 44. Chiang Rai Prachanukroh Hospital, Ministry of Public Health, Chiang Rai, Thailand
  45. 45. School of Medicine, University of Sydney, Sydney, NSW, Australia
  46. 46. Faculty of Medicine, University of Sydney, Sydney, NSW, Australia
  47. 47. Sydney Medical School, University of Sydney, Sydney, NSW, Australia
  48. 48. School of Chemical & Biomolecular Engineering, University of Sydney, Sydney, NSW, Australia
  49. 49. Sydney Institute for Infectious Diseases, University of Sydney, Sydney, NSW, Australia
  50. 50. University of Sydney, Sydney, NSW, Australia
  51. 51. Centre for Social Research in Health, University of New South Wales, Sydney, NSW, Australia
  52. 52. School of Population Health, University of New South Wales, Sydney, NSW, Australia
  53. 53. Department of Obstetrics and Gynecology, University of Texas Medical Branch, Galveston, TX, United States
  54. 54. Department of Pharmacology and Therapeutics, University of Medical Sciences, Ondo, Ondo, Nigeria
  55. 55. Department of Microbiology, University of Medical Sciences, Ondo, Ondo, Nigeria
  56. 56. Department of Biosciences and Biotechnology, University of Medical Sciences, Ondo, Ondo, Nigeria
  57. 57. Department of Veterinary Medicine, University of Ibadan, Ibadan, Nigeria
  58. 58. Department of Epidemiology and Medical Statistics, University of Ibadan, Ibadan, Nigeria
  59. 59. Department of Veterinary Public Health and Preventive Medicine, Universitas Padjadjaran (Padjadjaran University), Bandung, Indonesia
  60. 60. Department of Public Health, Universitas Padjadjaran (Padjadjaran University), Bandung, Indonesia
  61. 61. Department of Life Sciences, University of Management and Technology, Lahore, Pakistan
  62. 62. Department of Community Medicine, King Edward Memorial Hospital, Lahore, Pakistan
  63. 63. Department of Public Health, Public Health Institute, Lahore, Pakistan
  64. 64. Department of Medical and Surgical Sciences and Advanced Technologies GF Ingrassia, University of Catania, Catania, Italy
  65. 65. Department of Medical Biochemistry, Shaqra University, Shaqra, Saudi Arabia
  66. 66. Department of Health and Biological Sciences, Abasyn University, Peshawar, Pakistan
  67. 67. Department of Natural Sciences, Lebanese American University, Beirut, Lebanon
  68. 68. School of Public Health, Zhejiang University, Hangzhou, China
  69. 69. Department of Epidemiology and Biostatistics, Shahrekord University of Medical Sciences, Shahrekord, Iran
  70. 70. Community-Oriented Nursing Midwifery Research Center, Shahrekord University of Medical Sciences, Shahrekord, Iran
  71. 71. Department of Epidemiology, Shahid Beheshti University of Medical Sciences, Tehran, Iran
  72. 72. Social Determinants of Health Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
  73. 73. Department of Medical Education, University of Khartoum, Khartoum, Sudan
  74. 74. Institute of Endemic Diseases, University of Khartoum, Khartoum, Sudan
  75. 75. Unit of Basic Medical Sciences, University of Khartoum, Khartoum, Sudan
  76. 76. Swiss Tropical and Public Health Institute, University of Basel, Basel, Switzerland
  77. 77. Department of Paediatric Infectious Diseases, University of Basel, Basel, Switzerland
  78. 78. Department of Biosciences, COMSATS Institute of Information Technology, Islamabad, Pakistan
  79. 79. Research and Development Department, Islamabad, Pakistan
  80. 80. Alpha Genomics Private Limited, Islamabad, Pakistan
  81. 81. Microbiological Analysis Team, Korea Research Institute of Standards and Science (KRISS), Daejeon, South Korea
  82. 82. Department of Medical Microbiology, Haramaya University, Harar, Ethiopia
  83. 83. Department of Public Health, Haramaya University, Harar, Ethiopia
  84. 84. Department of Biological Sciences, National University of Medical Sciences (NUMS), Rawalpindi, Pakistan
  85. 85. Brody School of Medicine, East Carolina University, Greenville, NC, United States
  86. 86. Department of Cardiology, Fudan University, Shanghai, China
  87. 87. Department of Communicable Diseases, Ministry of Health, Muscat, Oman
  88. 88. Middle East, Eurasia, and Africa Influenza Stakeholders Network, Muscat, Oman
  89. 89. Faculty of Pharmacy, Philadelphia University, Amman, Jordan
  90. 90. Faculty of Nursing, Philadelphia University, Amman, Jordan
  91. 91. School of Pharmacy, Cardiff University, Cardiff, United Kingdom
  92. 92. Faculty of Medicine, Yarmouk University, Irbid, Jordan
  93. 93. Division of Gastroenterology and Hepatology, Mayo Clinic, Jacksonville, FL, United States
  94. 94. Global Centre for Environmental Remediation, University of Newcastle, Newcastle, NSW, Australia
  95. 95. Cooperative Research Centre for Contamination Assessment and Remediation of the Environment, Newcastle, NSW, Australia
  96. 96. Africa Center of Excellence for Mycotoxin and Food Safety, Minna, Nigeria
  97. 97. Department of Zoology, Abdul Wali Khan University Mardan, Mardan, Pakistan
  98. 98. Center for Biotechnology and Microbiology, University of Swat, Swat, Pakistan
  99. 99. Department of Geography, Sultan Qaboos University, Muscat, Oman
  100. 100. Institute for Global Health, University College London, London, United Kingdom
  101. 101. Medical Research Council Clinical Trials Unit (MRC CTU), University College London, London, United Kingdom
  102. 102. Center for Clinical Microbiology, University College London, London, United Kingdom
  103. 103. Department of Dentistry, Sana'a University, Sana'a, Yemen
  104. 104. Irbid, Jordan
  105. 105. Department of Allied Medical Sciences, Jordan University of Science and Technology, Irbid, Jordan
  106. 106. Department of Clinical Pharmacy, Jordan University of Science and Technology, Irbid, Jordan
  107. 107. Department of Public Health, Jordan University of Science and Technology, Irbid, Jordan
  108. 108. Institute of Molecular Biology and Biotechnology, The University of Lahore, Lahore, Pakistan
  109. 109. Research Centre for Health Sciences (RCHS), The University of Lahore, Lahore, Pakistan
  110. 110. Research, Policy, and Training Directorate, Jordan Center for Disease Control, Amman, Jordan
  111. 111. Applied Science Research Center, Applied Science Private University, Amman, Jordan
  112. 112. Department of Specialty Internal Medicine, Johns Hopkins Aramco Healthcare, Dhahran, Saudi Arabia
  113. 113. Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, United States
  114. 114. Department of Pharmacy Practice and Pharmacotherapeutics, University of Sharjah, Sharjah, United Arab Emirates
  115. 115. Clinical Sciences Department, University of Sharjah, Sharjah, United Arab Emirates
  116. 116. Department of Basic Biomedical Sciences, University of Sharjah, Sharjah, United Arab Emirates
  117. 117. Department of Basic Medical Sciences, University of Sharjah, Sharjah, United Arab Emirates
  118. 118. College of Medicine, University of Sharjah, Sharjah, United Arab Emirates
  119. 119. Department of Medicinal Chemistry, University of Sharjah, Sharjah, United Arab Emirates
  120. 120. Department of Biomedical Engineering, German Jordanian University, Amman, Jordan
  121. 121. Infectious Diseases Surveillance, Kampala, Uganda
  122. 122. Infectious Diseases Research Collaboration (IDRC), Kampala, Uganda
  123. 123. Department of Global Health, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
  124. 124. Kumasi Center for Collaborative Research in Tropical Medicine, Kumasi, Ghana
  125. 125. Faculty of Pharmacy, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
  126. 126. Department of Legal Medicine and Bioethics, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
  127. 127. Department of General Surgery, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
  128. 128. Department of Anatomy and Embryology, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
  129. 129. Division of Infectious Disease and Geographic Medicine, Stanford University, Stanford, CA, United States
  130. 130. Department of Medicine, Stanford University, Stanford, CA, United States
  131. 131. Department of Radiology, Stanford University, Stanford, CA, United States
  132. 132. Department of Pharmacology, All India Institute of Medical Sciences, Jodhpur, India
  133. 133. Department of Community Medicine and Family Medicine, All India Institute of Medical Sciences, Jodhpur, India
  134. 134. Department of Pharmacology and Research, All India Institute of Medical Sciences, Jodhpur, India
  135. 135. All India Institute of Medical Sciences, Bhubaneswar, India
  136. 136. Regenerative Medicine, Organ Procurement and Transplantation Multi-Disciplinary Center, Guilan University of Medical Sciences, Rasht, Iran
  137. 137. Department of Social Medicine and Epidemiology, Guilan University of Medical Sciences, Rasht, Iran
  138. 138. Rural Health Research Institute, Charles Sturt University, Orange, NSW, Australia
  139. 139. School of Medicine and Public Health, Ateneo De Manila University, Pasig City, Philippines
  140. 140. Inter-Agency Committee on Environmental Health, Department of Health Philippines, Manila, Philippines
  141. 141. Health Management and Economics Research Center, Iran University of Medical Sciences, Tehran, Iran
  142. 142. School of Medicine, Iran University of Medical Sciences, Tehran, Iran
  143. 143. Preventive Medicine and Public Health Research Center, Iran University of Medical Sciences, Tehran, Iran
  144. 144. Department of Ophthalmology, Iran University of Medical Sciences, Tehran, Iran
  145. 145. Research Center of Pediatric Infectious Diseases, Iran University of Medical Sciences, Tehran, Iran
  146. 146. Department of Pediatrics, Al Ain University, Abu Dhabi, United Arab Emirates
  147. 147. College of Pharmacy, Al Ain University, Abu Dhabi, United Arab Emirates
  148. 148. College of Art and Science, Ottawa University, Surprise, AZ, United States
  149. 149. School of Life Sciences, Arizona State University, Tempe, AZ, United States
  150. 150. Department of Veterinary Pharmacology and Toxicology, University of Ilorin, Ilorin, Nigeria
  151. 151. Department of Veterinary Physiology and Biochemistry, University of Ilorin, Ilorin, Nigeria
  152. 152. Department of Veterinary Public Health and Preventive Medicine, University of Ilorin, Ilorin, Nigeria
  153. 153. Institute for Biomedical Problems, Russian Academy of Sciences, Moscow, Russian Federation
  154. 154. Microbiology Laboratory, Vientiane, Laos
  155. 155. Department of Microbiology, Vientiane, Laos
  156. 156. Lao-Oxford-Mahosot Hospital-Wellcome Trust Research Unit (LOMWRU), Vientiane, Laos
  157. 157. Department of Medical Laboratory Sciences, University of Nigeria Nsukka, Enugu, Nigeria
  158. 158. Department of Telemedicine, Society for Disease Prevention, Inc, Hummelstown, PA, United States
  159. 159. Department of Immunology, Zanjan University of Medical Sciences, Zanjan, Iran
  160. 160. Department of Medical Laboratory Sciences, Bahir Dar University, Bahir Dar, Ethiopia
  161. 161. Department of Medical Microbiology, Bahir Dar University, Bahir Dar, Ethiopia
  162. 162. Department of Pharmacology, Bahir Dar University, Bahir Dar, Ethiopia
  163. 163. Department of Surgery, Washington University in St Louis, St Louis, MO, United States
  164. 164. Department of Infectious Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, United Kingdom
  165. 165. Faculty of Infectious and Tropical Diseases, London School of Hygiene & Tropical Medicine, London, United Kingdom
  166. 166. Department of Biological Sciences, London School of Hygiene & Tropical Medicine, London, United Kingdom
  167. 167. London School of Hygiene & Tropical Medicine, London, United Kingdom
  168. 168. Department of Applied Mathematics, Stellenbosch University, Stellenbosch, South Africa
  169. 169. Institute of Biotechnology and Genetic Engineering, The University of Agriculture, Peshawar, Pakistan
  170. 170. Montefiore-Einstein Cerebrovascular Research Lab, Albert Einstein College of Medicine, Bronx, NY, United States
  171. 171. Faculty of Medicine, October 6 University, 6th of October City, Egypt
  172. 172. Department of Cardiology, October 6 University, 6th of October City, Egypt
  173. 173. Fondation Merieux, Lyon, France
  174. 174. Gomal Center of Biochemistry and Biotechnology, Gomal University, Dera Ismail Khan, Pakistan
  175. 175. International Medical School, Management and Science University, Alam, Malaysia
  176. 176. Department of Pharmacology, Clinical Pharmacology and Toxicology, University of Belgrade, Belgrade, Serbia
  177. 177. Faculty of Medicine, University of Belgrade, Belgrade, Serbia
  178. 178. Department for Clinical Pharmacology, University Children Hospital, Belgrade, Serbia
  179. 179. Department of Medicine, University of Cambridge, Cambridge, United Kingdom
  180. 180. Cambridge Institute of Therapeutic Immunology and Infectious Disease (CITIID), University of Cambridge, Cambridge, United Kingdom
  181. 181. University of Cambridge, Cambridge, United Kingdom
  182. 182. Miller School of Medicine, University of Miami, Miami, FL, United States
  183. 183. Department of Public Health Sciences, University of Miami, Miami, FL, United States
  184. 184. World Health Organization, Geneva, Switzerland
  185. 185. Department of Academics, Indian Institute of Public Health, Gurgaon, India
  186. 186. Department of Surgery, Jimma University, Jimma, Ethiopia
  187. 187. Department of Medical Laboratory Science, Wollo University, Dessie, Ethiopia
  188. 188. Department of Environmental Health, Wollo University, Dessie, Ethiopia
  189. 189. Department of Biomedical Sciences, University of West Attica, Athens, Greece
  190. 190. National AIDS Reference Center of Southern Greece, University of West Attica, Athens, Greece
  191. 191. School of Public Health, University of West Attica, Athens, Greece
  192. 192. Centre for Clinical Research, Nairobi, Kenya
  193. 193. Kenya Medical Research Institute, Nairobi, Kenya
  194. 194. Department of Public Health, North Dakota State University, Fargo, ND, United States
  195. 195. Global Health Neurology Lab, NSW Brain Clot Bank, Sydney, NSW, Australia
  196. 196. Division of Cerebrovascular Medicine and Neurology, National Cerebral and Cardiovascular Center, Suita, Japan
  197. 197. Department of Health Administration, Rutgers University, New Brunswick, NJ, United States
  198. 198. Institute for Infection and Immunity, St George's University of London, London, United Kingdom
  199. 199. Centre for Neonatal and Paediatric Infection, St George's University of London, London, United Kingdom
  200. 200. Department of Epidemiology and Evidence-Based Medicine, IM Sechenov First Moscow State Medical University, Moscow, Russian Federation
  201. 201. HCAI, Fungal, AMR, AMU, & Sepsis Division, United Kingdom Health Security Agency, London, United Kingdom
  202. 202. Department of Infection, Imperial College London, London, United Kingdom
  203. 203. Department of Surgery and Cancer, Imperial College London, London, United Kingdom
  204. 204. Department of Primary Care and Public Health, Imperial College London, London, United Kingdom
  205. 205. Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario A Gemelli IRCCS (Agostino Gemelli University Polyclinic IRCCS), Rome, Italy
  206. 206. Global Health Research Institute, Universita Cattolica del Sacro Cuore (Catholic University of Sacred Heart), Rome, Italy
  207. 207. School of Pharmacy, The University of Jordan, Amman, Jordan
  208. 208. Department of Pediatrics, University of Sao Paulo, Ribeirao Preto, Brazil
  209. 209. Department of Pediatrics, Clinical Hospital of Ribeirao Preto, Ribeirao Preto, Brazil
  210. 210. Colombian National Health Observatory, Instituto Nacional de Salud (National Institute of Health), Bogota, Colombia
  211. 211. Epidemiology and Public Health Evaluation Group, National University of Colombia, Bogota, Colombia
  212. 212. Department of Public Health, National University of Colombia, Bogota, Colombia
  213. 213. College of Public Health, Medical, and Veterinary Sciences, James Cook University, Townsville, QLD, Australia
  214. 214. Department of Public Health, University of Mataram, Mataram, Indonesia
  215. 215. Non-communicable Diseases Division, National Institute of Epidemiology, Chennai, India
  216. 216. State Disease Investigation Laboratory, Animal Resources Development Department, Agartala, India
  217. 217. Department of Clinical Nutrition, Jazan University, Jazan, Saudi Arabia
  218. 218. Department of Epidemiology, Jazan University, Jazan, Saudi Arabia
  219. 219. Substance Abuse and Toxicology Research Center, Jazan University, Jazan, Saudi Arabia
  220. 220. Department of Pediatrics, The Childs Trust Medical Research Foundation (CTMRF), Chennai, India
  221. 221. Microbiology Laboratory, Ministry of Health, Vientiane, Laos
  222. 222. Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
  223. 223. Department of Community Medicine, Datta Meghe Institute of Medical Sciences, Sawangi, India
  224. 224. Department of Biology, Al-Imam Mohammad Ibn Saud Islamic University, Riyadh, Saudi Arabia
  225. 225. Division of Infectious Diseases, Virginia Commonwealth University, Richmond, VA, United States
  226. 226. Centre for Research Impact & Outcome, Chitkara University, Rajpura, India
  227. 227. Department of Internal Medicine, Bangabandhu Sheikh Mujib Medical University, Dhaka, Bangladesh
  228. 228. Center for Biomedicine and Community Health, International School, Vietnam National University Hanoi (VNUIS), Hanoi, Viet Nam
  229. 229. School of Nursing and Midwifery, University of Technology Sydney, Sydney, NSW, Australia
  230. 230. Department of Diagnostic and Therapeutic Technologies, Cooperativa de Ensino Superior Politecnico e Universitario (Polytechnic and University Higher Education Cooperative), Vila Nova de Famalicao, Portugal
  231. 231. Institute for Research and Innovation in Health (i3S), University of Porto, Porto, Portugal
  232. 232. Associate Laboratory Institute for Health and Bioeconomy (i4HB), University of Porto, Porto, Portugal
  233. 233. Faculty of Engineering, University of Porto, Porto, Portugal
  234. 234. School of Nursing, Federal University of Minas Gerais, Belo Horizonte, Brazil
  235. 235. Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway
  236. 236. Center for International Health (CIH), University of Bergen, Bergen, Norway
  237. 237. Bergen Center for Ethics and Priority Setting (BCEPS), University of Bergen, Bergen, Norway
  238. 238. Department of Biochemistry, Ministry of Health and Welfare, New Delhi, India
  239. 239. Department of Implementation Research, Bernhard Nocht Institute for Tropical Medicine, Hamburg, Germany
  240. 240. Department of Infectious Disease Epidemiology, Bernhard Nocht Institute for Tropical Medicine, Hamburg, Germany
  241. 241. Division of Pathology, ICAR-Indian Veterinary Research Institute, Bareilly, India
  242. 242. Faculty of Science, National Autonomous University of Mexico, Mexico City, Mexico
  243. 243. Sydney Institute of Infectious Diseases, Sydney, NSW, Australia
  244. 244. Laboratoire National de Biologie Clinique et de Sante (National Laboratory of Clinical Biology and Health), Ministere de la Sante Publique et de la Population (Ministry of Public Health and Population), Bangui, Central African Republic
  245. 245. Department of Social Medicine and Health Care Organisation, Medical University of Varna, Varna, Bulgaria
  246. 246. Department of Microbiology and Virology, Medical University of Varna, Varna, Bulgaria
  247. 247. South Plainfield, NJ, United States
  248. 248. Kasturba Medical College Mangalore, Manipal Academy of Higher Education, Manipal, India
  249. 249. Department of Pharmaceutical Regulatory Affairs and Management, Manipal Academy of Higher Education, Manipal, India
  250. 250. Manipal Academy of Higher Education, Manipal, India
  251. 251. Department of Forensic Medicine and Toxicology, Kasturba Medical College Mangalore, Mangalore, India
  252. 252. Mahidol Oxford Tropical Medicine Research Unit, Mahidol University, Bangkok, Thailand
  253. 253. Department of Conservative Dentistry with Endodontics, Medical University of Silesia, Katowice, Poland
  254. 254. Department of Infectious Disease Epidemiology, Berlin, Germany
  255. 255. Robert Koch Institute, Berlin, Germany
  256. 256. Higher School of Technology, Sultan Moulay Slimane University, Beni Mellal, Morocco
  257. 257. Department of Biochemistry, Ege University, Izmir, Turkey
  258. 258. Azerbaijan State University of Economics (UNEC), Baku, Azerbaijan
  259. 259. Biomedical Informatics and Medical Statistics Department, Alexandria University, Alexandria, Egypt
  260. 260. Tropical Health Department, Alexandria University, Alexandria, Egypt
  261. 261. Faculty of Medicine, University of Tripoli, Tripoli, Libya
  262. 262. Houston Methodist Hospital, Houston, TX, United States
  263. 263. Infection Prevention and Control Unit, Hospices Civils de Lyon, Lyon, France
  264. 264. REA-REZO, Hospices Civils de Lyon, Lyon, France
  265. 265. Public Health, Epidemiology and Evolutionary Ecology of Infectious Diseases (PHE3ID), Centre International de Recherche en Infectiologie (CIRI), Lyon, France
  266. 266. Research and Development Department, Geneva, Switzerland
  267. 267. Global Antibiotic Research and Development Partnership (GARDP), Geneva, Switzerland
  268. 268. Deanery of Biomedical Sciences, University of Edinburgh, Edinburgh, United Kingdom
  269. 269. Global Health Governance Programme, University of Edinburgh, Edinburgh, United Kingdom
  270. 270. Department of Infectious Diseases and Public Health, City University of Hong Kong, Hong Kong
  271. 271. Department of Public Health and Infectious Diseases, City University of Hong Kong, Hong Kong
  272. 272. Department of Animal Medicine, Zagazig University, Zagazig, Egypt
  273. 273. Department of Pediatrics, Texas A&M University, Dallas, TX, United States
  274. 274. Department of Bacteriology and Virology, Semnan University of Medical Sciences, Semnan, Iran
  275. 275. Cancer Research Center, Semnan University of Medical Sciences, Semnan, Iran
  276. 276. Department of Anesthesia, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States
  277. 277. Department of Biotechnology, University of the Western Cape, Cape Town, South Africa
  278. 278. School of Pharmacy, University of the Western Cape, Cape Town, South Africa
  279. 279. Research Centre for Healthcare and Community, Coventry University, Coventry, United Kingdom
  280. 280. Department of Oral Biology, Riphah International University, Islamabad, Pakistan
  281. 281. Department of Food Hygiene and Quality Control, University of Tehran, Tehran, Iran
  282. 282. Department of Veterinary Tropical Diseases, University of Pretoria, Pretoria, South Africa
  283. 283. Animal Production and Health Division (EMPRES), Food and Agriculture Organization of the United Nations, Rome, Italy
  284. 284. Institute of International Health, Charite Universitatsmedizin Berlin (Charite Medical University Berlin), Berlin, Germany
  285. 285. Institute of Public Health, Charite Universitatsmedizin Berlin (Charite Medical University Berlin), Berlin, Germany
  286. 286. Institute of Hygiene and Environmental Medicine, Charite Universitatsmedizin Berlin (Charite Medical University Berlin), Berlin, Germany
  287. 287. Department of Environmental Health Engineering, Isfahan University of Medical Sciences, Isfahan, Iran
  288. 288. Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
  289. 289. Bacteria and Drug Resistant Infections Group, Malawi Liverpool Wellcome Trust Clinical Research Programme, Blantyre, Malawi
  290. 290. Department of Pharmacy, Wollega University, Nekemte, Ethiopia
  291. 291. Department of Pharmacology, Gadjah Mada University, Yogyakarta, Indonesia
  292. 292. Clinical Services Department, Medical Research Council Unit, The Gambia, Fajara, Gambia
  293. 293. Department of Community Medicine, Bayero University Kano, Kano, Nigeria
  294. 294. Department of Community Medicine, Aminu Kano Teaching Hospital, Kano, Nigeria
  295. 295. Department of Oral Biology and Experimental Dental Research, University of Szeged, Szeged, Hungary
  296. 296. Department of Community Medicine and Family Medicine, All India Institute of Medical Sciences, Nagpur, India
  297. 297. Unisabana Center for Translational Science, Universidad de La Sabana (Savannah University), Chia, Colombia
  298. 298. Applied Epidemiology Program, Sabin Vaccine Institute, Washington, DC, United States
  299. 299. Department of Pharmacology, Indore Institute of Pharmacy, Indore, India
  300. 300. Department of Midwifery, Adigrat University, Adigrat, Ethiopia
  301. 301. Department of Medical Laboratory Sciences, Adigrat University, Adigrat, Ethiopia
  302. 302. Department of Reproductive and Family Health, Axum College of Health Science, Axum, Ethiopia
  303. 303. College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
  304. 304. Hellenic National Public Health Organization, Athens, Greece
  305. 305. Family and Community Medicine Department, King Khalid University Hospital, Abha, Saudi Arabia
  306. 306. Department of Health Systems and Policy Research, Indian Institute of Public Health, Gandhinagar, India
  307. 307. Department of Life Sciences, Health and Healthcare Professions, Link Campus University, Rome, Italy
  308. 308. Health Services Research, Evaluation and Policy Unit, AUSL della Romagna, Ravenna, Italy
  309. 309. Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
  310. 310. Department of Thoracic Surgery, Cleveland Clinic, Cleveland, OH, United States
  311. 311. Lerner Research Institute, Cleveland Clinic, Cleveland, OH, United States
  312. 312. Department of Epidemiology and Biostatistics, University of South Carolina, Columbia, SC, United States
  313. 313. Centre for Noncommunicable Diseases and Nutrition, BRAC University, Dhaka, Bangladesh
  314. 314. Department of Toxicology, Shriram Institute for Industrial Research, Delhi, India
  315. 315. School of Biotechnology, Dublin City University, Dublin, Ireland
  316. 316. Department of Public Health, Charite Institute of Public Health, Berlin, Germany
  317. 317. Medical Research Unit, Universitas Syiah Kuala (Syiah Kuala University), Banda Aceh, Indonesia
  318. 318. Sydney Infectious Diseases Institute, Sydney, NSW, Australia
  319. 319. Department of Zoology and Entomology, Al-Azhar University, Cairo, Egypt
  320. 320. Department of Pharmaceutical Technology, University of Dhaka, Dhaka, Bangladesh
  321. 321. Department of Pathology and Laboratory Medicine, Aga Khan University, Karachi, Pakistan
  322. 322. Department of Paediatrics and Child Health, Aga Khan University, Karachi, Pakistan
  323. 323. Interventions and Implementation Research Department, Seoul, South Korea
  324. 324. Epidemiology and Public Health Research Department, Seoul, South Korea
  325. 325. Epidemiology, Public Health, Impact Unit (EPIC), Seoul, South Korea
  326. 326. International Vaccine Institute, Seoul, South Korea
  327. 327. Department of Pharmacy, Palamau Institute of Pharmacy, Daltonganj, India
  328. 328. Public Health Department, Dalhatu Araf Specialist Hospital, Lafia, Nigeria
  329. 329. Department of Public Health, Federal University of Lafia, Lafia, Nigeria
  330. 330. Institute of Pharmaceutical Sciences, University of Veterinary and Animal Sciences, Lahore, Pakistan
  331. 331. Department of Pharmacy Administration and Clinical Pharmacy, Xian Jiaotong University, Xian, China
  332. 332. Department of Microbiology, Taiz University, Taiz, Yemen
  333. 333. School of Medicine, Nankai University, Tianjin, China
  334. 334. Department of Decision and Information Sciences, University of Houston, Houston, TX, United States
  335. 335. Public Health Research Group, Nature Study Society of Bangladesh, Khulna, Bangladesh
  336. 336. Institute of Research and Development, Duy Tan University, Da Nang, Viet Nam
  337. 337. Department of Computer Science, University of Human Development, Sulaymaniyah, Iraq
  338. 338. Department of Clinical Legal Medicine, National Institute of Legal Medicine Mina Minovici, Bucharest, Romania
  339. 339. Department of Biomolecular Sciences, University of Zakho, Zakho, Iraq
  340. 340. College of Health Sciences, VinUniversity, Hanoi, Viet Nam
  341. 341. School of Health Care Administration, Taipei Medical University, Taipei, Taiwan
  342. 342. Critical Care Department, Clinica Universidad De La Sabana (Savannah University Clinic), Chia, Colombia
  343. 343. Clinica Universidad De La Sabana (Savannah University Clinic), Chia, Colombia
  344. 344. The National Centre for Remote and Rural Health and Care, NHS National Services Scotland, Edinburgh, United Kingdom
  345. 345. Institute for Physical Activity and Nutrition, Deakin University, Burwood, VIC, Australia
  346. 346. Clinical Laboratory Department, Tobruk University, Tobruk, Libya
  347. 347. Department of Blood Transmitted Diseases, National Centre for Disease Control (NCDC), Tobruk, Libya
  348. 348. Department of Clinical Pharmacy & Pharmacy Practice, Asian Institute of Medicine, Science and Technology, Bedong, Malaysia
  349. 349. Malaysian Academy of Pharmacy, Puchong, Malaysia
  350. 350. Department of Global Health, South African Medical Research Council, Cape Town, South Africa
  351. 351. Department of Global Health, Stellenbosch University, Cape Town, South Africa
  352. 352. Department of Immunology, Kerman University of Medical Sciences, Kerman, Iran
  353. 353. HIV/STI Surveillance Research Center, Kerman University of Medical Sciences, Kerman, Iran
  354. 354. Department of Immunology, Rafsanjan University of Medical Sciences, Rafsanjan, Iran
  355. 355. Clinical Services Department, Medical Research Council Unit, The Gambia, Banjul, Gambia
  356. 356. Department of Environmental Engineering, Islamic Azad University, Ahvaz, Iran
  357. 357. Department of Neurosciences, University of the Philippines Manila, Manila, Philippines
  358. 358. Institute for Neurosciences, St. Luke's Medical Center, Bonifacio Global City, Philippines
  359. 359. Invasive Fungi Research Center, Mazandaran University of Medical Sciences, Sari, Iran
  360. 360. Department of Pharmacology, Imam Mohammad Ibn Saud Islamic University, Riyadh, Saudi Arabia
  361. 361. Department of Infectious Diseases, The Alfred Hospital, Melbourne, VIC, Australia
  362. 362. Faculty of Veterinary Medicine, University of Calgary, Calgary, AB, Canada
  363. 363. Young Researchers and Elite Club, Islamic Azad University, Karaj, Iran
  364. 364. Department of Microbiology, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
  365. 365. Department of Microbiology, Abadan School of Medical Sciences, Abadan, Iran
  366. 366. Health Services Management Training Centre, Semmelweis University, Budapest, Hungary
  367. 367. Hungarian Health Management Association, Budapest, Hungary
  368. 368. Department of Community Medicine, Manipal Academy of Higher Education, Mangalore, India
  369. 369. Department of Pharmacy, Shaheed Benazir Bhutto University, Dir Upper, Pakistan
  370. 370. School of Pharmacy, Shanghai Jiao Tong University, Shanghai, China
  371. 371. Faculty of Dentistry, University of Puthisastra, Phnom Penh, Cambodia
  372. 372. Office of the Executive Director, Cephas Health Research Initiative Inc, Ibadan, Nigeria
  373. 373. The Hansjorg Wyss Department of Plastic and Reconstructive Surgery, NYU Langone Health, New York, NY, United States
  374. 374. Cleft Lip and Palate Surgery Division, Global Smile Foundation, Norwood, MA, United States
  375. 375. School of Health Professions and Human Services, Hofstra University, Hempstead, NY, United States
  376. 376. Department of Anesthesiology, Montefiore Medical Center, Bronx, NY, United States
  377. 377. Amity Institute of Forensic Sciences, Amity University, Noida, India
  378. 378. College of Health Sciences, Abu Dhabi University, Adu Dhabi, United Arab Emirates
  379. 379. Halal Research Center of the Islamic Republic of Iran, Iran Food and Drug Administration, Tehran, Iran
  380. 380. Natural and Medical Sciences Research Center, University of Nizwa, Nizwa, Oman
  381. 381. Department of Rehabilitation Sciences, Hong Kong Polytechnic University, Hong Kong
  382. 382. Department of Health, Nepal Development Society, Chitwan, Nepal
  383. 383. Department of Preventable Non-communicable Disease, Menzies School of Health Research, Alice Springs, NT, Australia
  384. 384. Department of Biochemistry, Liaquat University of Medical and Health Sciences, Jamshoro, Pakistan
  385. 385. Department of Public Health, New Mexico State University, Las Cruces, NM, United States
  386. 386. Broad Institute of MIT and Harvard, Cambridge, MA, United States
  387. 387. Department of Radiology, Massachusetts General Hospital, Boston, MA, United States
  388. 388. Massachusetts General Hospital, Boston, MA, United States
  389. 389. School of Health Sciences, Kristiania University College, Oslo, Norway
  390. 390. Department of International Health and Sustainable Development, Tulane University, New Orleans, LA, United States
  391. 391. Instituto de Medicina Tropical Alexander von Humboldt (Alexander von Humboldt Institute of Tropical Medicine), Universidad Peruana Cayetano Heredia (Cayetano Heredia University), Lima, Peru
  392. 392. Department of Pediatrics, Universidad Peruana Cayetano Heredia (Cayetano Heredia University), Lima, Peru
  393. 393. Doctoral School of Biomedical Sciences, Katholieke Universiteit Leuven, Leuven, Belgium
  394. 394. Department of Biochemistry, University of Hail, Hail, Saudi Arabia
  395. 395. Atchabarov Scientific-Research Institute of Fundamental and Applied Medicine, Kazakh National Medical University, Almaty, Kazakhstan
  396. 396. Center of Medicine and Public Health, Asfendiyarov Kazakh National Medical University, Almaty, Kazakhstan
  397. 397. Department of Community Medicine, Rajendra Institute of Medical Sciences, Ranchi, India
  398. 398. Department of Nephrology, Pushpagiri Institute of Medical Sciences and Research Centre, Thiruvalla, India
  399. 399. Unidad de Genetica y Salud Publica, Instituto de Ciencias Medicas, Las Tablas, Panama
  400. 400. Ministry of Health, Hospital Joaquin Pablo Franco Sayas, Las Tablas, Panama
  401. 401. Department of Clinical Pharmacy and Pharmacy Management, Kaduna State University, Kaduna, Nigeria
  402. 402. Department of Pharmaceutics and Industrial Pharmacy, Kaduna State University, Kaduna, Nigeria
  403. 403. Department of Internal Medicine, University of Medicine and Pharmacy at Ho Chi Minh City, Ho Chi Minh City, Viet Nam
  404. 404. Reference Centres and Reference Laboratories, Austrian Agency for Health and Food Safety (AGES), Graz, Austria
  405. 405. Department of Medical Science, Ajou University School of Medicine, Suwon, South Korea
  406. 406. Department of Precision Medicine, Sungkyunkwan University, Suwon, South Korea
  407. 407. Department of Public Health, Dilla University, Dilla, Ethiopia
  408. 408. Department of Microbiology, Mahidol Oxford Tropical Medicine Research Unit, Bangkok, Thailand
  409. 409. Department of Pharmaceutics, University of Gondar, Gondar, Ethiopia
  410. 410. Department of Internal Medicine, University of Gondar, Gondar, Ethiopia
  411. 411. Department of Public Health, La Trobe University, Melbourne, VIC, Australia
  412. 412. School of Nursing and Midwifery, La Trobe University, Melbourne, VIC, Australia
  413. 413. Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, United States
  414. 414. Department of Genetics, Yale University, New Haven, CT, United States
  415. 415. Department of Quantitative Health Science, Case Western Reserve University, Cleveland, OH, United States
  416. 416. Department of Infectious Diseases, Monash University, Melbourne, VIC, Australia
  417. 417. Department of Infectious Diseases, Alfred Health, Melbourne, VIC, Australia
  418. 418. Department of Chemistry, Salahaddin University-Erbil, Erbil, Iraq
  419. 419. Department of Medical Biochemical Analysis, Cihan University-Erbil, Erbil, Iraq
  420. 420. School of Pharmacy, University of the West Indies, St Augustine, Trinidad and Tobago
  421. 421. Planetary Health Alliance, Boston, MA, United States
  422. 422. Department of Clinical and Hospital Pharmacy, Ashok and Rita Patel Institute of Physiotherapy, Al-Madinah Al-Munawarrah, Saudi Arabia
  423. 423. Microbiology Department, Nicosia General Hospital, Nicosia, Cyprus
  424. 424. Department of Medicine, Medical College of Georgia, Augusta University, Augusta, GA, United States
  425. 425. Rama Medical College Hospital and Research Centre, Uttar Pradesh, India
  426. 426. Institute of Applied Health Research, University of Birmingham, Birmingham, United Kingdom
  427. 427. Rabigh Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
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  432. 432. Centre for Healthy Living, University of Concepcion, Concepcion, Chile
  433. 433. Division of Immunology, Immunity to Infection and Respiratory Medicine, University of Manchester, Manchester, United Kingdom
  434. 434. North West Lung Centre, Manchester University NHS Foundation Trust, Manchester, United Kingdom
  435. 435. Department of Tropical Medicine, Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
  436. 436. Department of Infection, Immunity, and Cardiovascular Disease, University of Sheffield, Sheffield, United Kingdom
  437. 437. Department of International Health, Johns Hopkins University, Baltimore, MD, United States
  438. 438. Johns Hopkins University, Baltimore, MD, United States
  439. 439. Multidisciplinary Department of Medical-Surgical and Dental Specialties, University of Campania Luigi Vanvitelli, Naples, Italy
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  442. 442. Centre of Molecular Medicine and Diagnostics (COMManD), Saveetha University, Chennai, India
  443. 443. Center for Global Health Research, Saveetha University, Chennai, India
  444. 444. Molecular Biology Unit, Sirius Training and Research Centre, Khartoum, Sudan
  445. 445. Bio-Statistical and Molecular Biology Department, Sirius Training and Research Centre, Khartoum, Sudan
  446. 446. Health Systems and Policy Research Unit, Ahmadu Bello University, Zaria, Nigeria
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  448. 448. Department of Community Medicine, Ahmadu Bello University, Zaria, Nigeria
  449. 449. Heidelberg Institute of Global Health (HIGH), Heidelberg University, Heidelberg, Germany
  450. 450. School of Health Sciences, University of Petroleum and Energy Studies, Dehradun, India
  451. 451. Clinical Epidemiology and Public Health Research Unit, Burlo Garofolo Institute for Maternal and Child Health, Trieste, Italy
  452. 452. Faculty of Medicine, Birjand University of Medical Sciences, Birjand, Iran
  453. 453. Department of Epidemiology and Biostatistics, Kurdistan University of Medical Sciences, Sanandaj, Iran
  454. 454. Department of Microbiology, Kurdistan University of Medical Sciences, Sanandaj, Iran
  455. 455. Department of Health Policy, London School of Economics and Political Science, London, United Kingdom
  456. 456. Department of Surgery, Ahmadu Bello University Teaching Hospital, Zaria, Nigeria
  457. 457. Department of Surgery, General University Hospital of Patras, Patras, Greece
  458. 458. Faculty of Medicine, University of Thessaly, Larissa, Greece
  459. 459. Clinical and Public Health Group, London, United Kingdom
  460. 460. UK Health Security Agency, London, United Kingdom
  461. 461. Clinical Epidemiology Research Unit, Mexican Institute of Social Security, Villa de Alvarez, Mexico
  462. 462. Postgraduate in Medical Sciences, Universidad de Colima (Colima University), Colima, Mexico
  463. 463. Pathogen and Microbes Programme, Wellcome Sanger Institute, Cambridge, United Kingdom
  464. 464. Department of Emerging Infectious Diseases, United States Army Medical Research Institute, Kenya, Nairobi, Kenya
  465. 465. University of Tabuk, Tabuk, Saudi Arabia
  466. 466. Research and Analytics Department, Initiative for Financing Health and Human Development, Chennai, India
  467. 467. Department of Research and Analytics, Bioinsilico Technologies, Chennai, India
  468. 468. Department of Computer Science, University of Illinois Urbana-Champaign, Urbana, IL, United States
  469. 469. Faculty of Pharmacy, Hasanuddin University, Makassar, Indonesia
  470. 470. Department of Community Medicine, MOSC Medical College, Kolenchery, India
  471. 471. Department of Medical Laboratory Analysis, Cihan University Sulaymaniya, Sulaymaniyah, Iraq
  472. 472. Department of Health Policy and Oral Epidemiology, Harvard University, Boston, MA, United States
  473. 473. Department of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway
  474. 474. Department of Research, TroDDIVaT Initiative, Buea, Cameroon
  475. 475. Department of Microbiology and Parasitology, University of Buea, Buea, Cameroon
  476. 476. Research and Innovation Center, Dalhousie University, Kigali, Rwanda
  477. 477. African Institute for Mathematical Sciences, Kigali, Rwanda
  478. 478. Department of General Surgery, Emergency University Hospital Bucharest, Bucharest, Romania
  479. 479. Department of Cardiology, Cardio-Aid, Bucharest, Romania
  480. 480. Department of Epidemiology, Non-Communicable Diseases Research Center (NCDRC), Tehran, Iran
  481. 481. Faculty of Applied Sciences and Technology, Universiti Tun Hussein Onn Malaysia, Johor, Malaysia
  482. 482. Department of Health, Medical Research Council Unit, The Gambia, Banjul, Gambia
  483. 483. Department of Gynecology and Obstetrics, Emory University, Atlanta, GA, United States
  484. 484. Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada
  485. 485. Department of Psychiatry, University of Lagos, Lagos, Nigeria
  486. 486. Department of Biomedical Sciences, Mercer University School of Medicine, Macon, GA, United States
  487. 487. Direccion de Prestaciones 15 Economicas y Sociales, Instituto Mexicano del Seguro Social, Mexico City, Mexico
  488. 488. Department of Biological Sciences, Elizade University, Ilara-Mokin, Nigeria
  489. 489. Department of Respiratory Medicine, Jagadguru Sri Shivarathreeswara University, Mysore, India
  490. 490. Department of Epidemiology and Community Health, University of Minnesota, Minneapolis, MN, United States
  491. 491. School of Dentistry, University of Leeds, Leeds, United Kingdom
  492. 492. College of Dental Medicine, Roseman University of Health Sciences, South Jordan, UT, United States
  493. 493. Monash Biomedicine Discovery Institute, Monash University, Clayton, VIC, Australia
  494. 494. Australian Institute of Health Innovation, Macquarie University, Sydney, NSW, Australia
  495. 495. Research Institute for Medicines, Universidade de Lisboa (University of Lisbon), Lisbon, Portugal
  496. 496. Department of Statistics and Econometrics, Bucharest University of Economic Studies, Bucharest, Romania
  497. 497. International Center of Medical Sciences Research, Islamabad, Pakistan
  498. 498. Department of Medicine, Nazarbayev University, Astana, Kazakhstan
  499. 499. Clinical Academic Department of Pediatrics, University Medical Center (UMC), Astana, Kazakhstan
  500. 500. NIHR Oxford Biomedical Research Centre, Oxford University Hospitals, Oxford, United Kingdom
  501. 501. Department of Data Management and Analysis, The International Clinical Epidemiology Network (INCLEN) Trust International, New Delhi, India
  502. 502. Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, PA, United States
  503. 503. Department of Otorhinolaryngology, University of Pennsylvania, Philadelphia, PA, United States
  504. 504. Cihan University-Sulaimaniya Research Center, Cihan University-Sulaimaniya, Sulaymaniyah, Iraq
  505. 505. Infectious and Tropical Diseases Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
  506. 506. Department of Medical Laboratory Technologies, Alnoor University, Mousl, Iraq
  507. 507. Al-Noor Center of Research and Innovation, Alnoor University, Mousl, Iraq
  508. 508. Department of Population Science and Human Resource Development, University of Rajshahi, Rajshahi, Bangladesh
  509. 509. Institute of Health and Wellbeing, Federation University Australia, Berwick, VIC, Australia
  510. 510. Department of Hygiene and Zoonoses, Mansoura University, Mansoura, Egypt
  511. 511. Faculty of Pharmacy, Mansoura University, Mansoura, Egypt
  512. 512. Department of Biotechnology, Hislop College, Nagpur, India
  513. 513. Department of Molecular Biology & Genetic Engineering, RTM Nagpur University, Nagpur, India
  514. 514. Department of Community Medicine, Shaheed Nirmal Mahto Medical College and Hospital, Dhanbad, India
  515. 515. Department of Health Innovation, Manipal Academy of Higher Education, Udupi, India
  516. 516. Department of Family Medicine, Rajarata University of Sri Lanka, Anuradhapura, Sri Lanka
  517. 517. Department of Parasitology, Rajarata University of Sri Lanka, Anuradhapura, Sri Lanka
  518. 518. Emergency Department, Savannakhet Provincial Hospital, Savannakhet, Laos
  519. 519. Academic Public Health England, Public Health England, London, United Kingdom
  520. 520. Department of Biological Sciences, King Abdulaziz University, Jeddah, Saudi Arabia
  521. 521. Department of Protein Research, Research and Academic Institution, Alexandria, Egypt
  522. 522. Department of Biochemistry and Food Analysis, Patuakhali Science and Technology University, Patuakhali, Bangladesh
  523. 523. Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, United States
  524. 524. Department of Medicine, Georgetown University, Washington, DC, United States
  525. 525. Department of Pharmaceutical Chemistry, International Medical University, Gdansk, Poland
  526. 526. Clinical and Biomedical Research Center, Foundation University Islamabad, Islamabad, Pakistan
  527. 527. International Center of Medical Sciences Research (ICMSR), Islamabad, Pakistan
  528. 528. Kiel Institute for the World Economy, Kiel, Germany
  529. 529. School of Dentistry, Kermanshah University of Medical Sciences, Kermanshah, Iran
  530. 530. Biotechnology Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
  531. 531. Department of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
  532. 532. Department of Community Medicine and Family Medicine, All India Institute of Medical Sciences, Bathinda, India
  533. 533. Department of Biosciences, Jamia Millia Islamia, New Delhi, India
  534. 534. Centre for Interdisciplinary Research In Basic Sciences (CIRBSc), Jamia Millia Islamia, New Delhi, India
  535. 535. Department of Pharmacy Practice, Bahauddin Zakariya University, Multan, Pakistan
  536. 536. Institute of Epidemiology and Preventive Medicine, National Taiwan University, Taipei, Taiwan
  537. 537. Benang Merah Research Center (BMRC), Minahasa Utara, Indonesia
  538. 538. Department of Entomology, Ain Shams University, Cairo, Egypt
  539. 539. Medical Ain Shams Research Institute (MASRI), Ain Shams University, Cairo, Egypt
  540. 540. Indira Gandhi Medical College and Research Institute, Puducherry, India
  541. 541. UGC Centre of Advanced Study in Psychology, Utkal University, Bhubaneswar, India
  542. 542. Department of Analytical and Applied Economics, Utkal University, Bhubaneswar, India
  543. 543. Udyam-Global Association for Sustainable Development, Bhubaneswar, India
  544. 544. Department of Microbiology, Rajiv Gandhi University of Health Sciences, Bangalore, India
  545. 545. Department of Pathobiology, Shahid Bahonar University of Kerman, Kerman, Iran
  546. 546. Department for Evidence-based Medicine and Evaluation, University for Continuing Education Krems, Krems, Austria
  547. 547. Yenepoya Research Center, Yenepoya University, Mangalore, India
  548. 548. K S Hegde Medical Academy, Nitte University, Mangalore, India
  549. 549. Department of Veterinary Public Health and Preventive Medicine, Usmanu Danfodiyo University, Sokoto, Sokoto, Nigeria
  550. 550. Department of Research and Academics, Kathmandu Cancer Center, Bhaktapur, Nepal
  551. 551. Department of Medical Microbiology and Infectious Diseases, Erasmus University, Rotterdam, Netherlands
  552. 552. Department of Foodborne and Waterborne Diseases, National Public Health Organization, Athens, Greece
  553. 553. Department of Medicine, National Institute of Nutrition, Tlalpan, Mexico
  554. 554. Sport Physical Activity and Health Research & Innovation Center (SPRINT), Polytechnic Institute of Guarda, Guarda, Portugal
  555. 555. CICS-UBI Health Sciences Research Center, University of Beira Interior, Covilha, Portugal
  556. 556. Division of Infectious Diseases, University of Colorado School of Medicine, Aurora, CO, United States
  557. 557. Samshoma Medical Research Inc, Denver, CO, United States
  558. 558. Mahosot Hospital, Lao-Oxford-Mahosot Hospital-Wellcome Trust Research Unit (LOMWRU), Vientiane, Laos
  559. 559. Department of Microbiology, Central University of Punjab, Bathinda, India
  560. 560. Department of Laboratory Medicine, All India Institute of Medical Sciences, New Delhi, India
  561. 561. Department of Internal Medicine, University of Indonesia, Jakarta Pusat, Indonesia
  562. 562. Department of Internal Medicine, Dr. Cipto Mangunkusumo National Hospital, Jakarta Pusat, Indonesia
  563. 563. Urmia University of Medical Sciences, Urmia, Iran
  564. 564. Department of Infectious Diseases and Microbiology, Oxford University Hospitals NHS Foundation Trust, Oxford, United Kingdom
  565. 565. Oxford University Hospitals NHS Foundation Trust, Oxford, United Kingdom
  566. 566. Microbiology Laboratory, University Hospital, Varna, Bulgaria
  567. 567. Henry JN Taub Department of Emergency Medicine, Baylor College of Medicine, Houston, TX, United States
  568. 568. Department of Clinical Research and Development, LUXMED Group, Warsaw, Poland
  569. 569. Department of Pharmacology, All India Institute of Medical Sciences, Deoghar, India
  570. 570. Duhok Research Centre, University of Duhok, Duhok, Iraq
  571. 571. Department of Surgery, National University of Singapore, Singapore, Singapore
  572. 572. Department of Microbiology, Mahidol Oxford Tropical Medicine Research Unit, Chiang Rai, Thailand
  573. 573. Chiang Rai Clinical Research Unit, Mahidol Oxford Tropical Medicine Research Unit, Chiang Rai, Thailand
  574. 574. Department of Economics, Rice University, Houston, TX, United States
  575. 575. Department of Research and Innovation, Enventure Medical Innovation, Houston, TX, United States
  576. 576. Department of Pharmacology, All India Institute of Medical Sciences, Raipur, India
  577. 577. Childhood Acute Illness & Nutrition (CHAIN) Network, Nairobi, Kenya
  578. 578. Department of Business Analytics, University of Massachusetts Dartmouth, Dartmouth, MA, United States
  579. 579. Department of Internal Medicine, Wake Forest University, Winston-Salem, NC, United States
  580. 580. Angkor Hospital for Children, Cambodia Oxford Medical Research Unit, Siem Reap, Cambodia
  581. 581. Faculty of Health and Life Sciences, University of Exeter, Exeter, United Kingdom
  582. 582. International Center for Chemical and Biological Sciences, University of Karachi, Karachi, Pakistan
  583. 583. College of Health and Sport Sciences, University of Bahrain, Zallaq, Bahrain
  584. 584. Department of Biomedical Sciences, Humanitas University, Milan, Italy
  585. 585. Dermatology Unit, IRCCS Humanitas Research Hospital, Milan, Italy
  586. 586. Oxford University Clinical Research Unit Vietnam, Hanoi, Viet Nam
  587. 587. School of Health Sciences, National University of Sciences and Technology (NUST), Islamabad, Pakistan
  588. 588. Lebanese American University, Byblos, Lebanon
  589. 589. Department of Medical Microbiology, Radboud University Medical Center, Nijmegen, Netherlands
  590. 590. Department of Infectious Diseases, Sydney Children’s Hospital Network, Randwick, NSW, Australia
  591. 591. National Data Management Center for Health (NDMC), Ethiopian Public Health Institute, Addis Ababa, Ethiopia
  592. 592. Australian e-Health Research Centre, Commonwealth Scientific and Industrial Research Organisation, Herston, QLD, Australia
  593. 593. Global and Tropical Health Division, Menzies School of Health Research, Darwin, NT, Australia
  594. 594. Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, United States
  595. 595. Division of Gastroenterology, Huazhong University of Science and Technology, Wuhan, China
  596. 596. Department of Basic Medical Sciences, Neyshabur University of Medical Sciences, Neyshabur, Iran
  597. 597. Department of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
  598. 598. Biostatics, Epidemiology, and Science Computing Department, King Faisal Specialist Hospital & Research Center, Riyadh, Saudi Arabia
  599. 599. Pharmacy Department, Alkan Health Science, Business and Technology College, Bahir Dar, Ethiopia
  600. 600. Department of Pediatrics, Kyung Hee University, Seoul, South Korea
  601. 601. Department of Clinical Pharmacy and Pharmacy Administration, University of Maiduguri, Maiduguri, Nigeria
  602. 602. Faculty of Medicine and Health Sciences, Hodeidah University, Hodeidah, Yemen
  603. 603. Department of Virology, University of Helsinki, Helsinki, Finland
  604. 604. School of Public Health, Peking University, Beijing, China
  605. 605. School of Public Health, Wuhan University, Wuhan, China
  606. 606. Department of Biochemistry and Pharmacogenomics, Medical University of Warsaw, Warsaw, Poland
  607. 607. NIHR-Biomedical Research Centre (NIHR-BRC), University College London Hospitals, London, United Kingdom
  608. 608. Department of Clinical and Community Pharmacy, An-Najah National University, Nablus, Palestine
  609. 609. An-Najah National University Hospital, Clinical Research Centre, An-Najah National University, Nablus, Palestine
  610. 610. Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia

Source: The Lancet Published:2024


Abstract

Background: Antimicrobial resistance (AMR) poses an important global health challenge in the 21st century. A previous study has quantified the global and regional burden of AMR for 2019, followed with additional publications that provided more detailed estimates for several WHO regions by country. To date, there have been no studies that produce comprehensive estimates of AMR burden across locations that encompass historical trends and future forecasts. Methods: We estimated all-age and age-specific deaths and disability-adjusted life-years (DALYs) attributable to and associated with bacterial AMR for 22 pathogens, 84 pathogen–drug combinations, and 11 infectious syndromes in 204 countries and territories from 1990 to 2021. We collected and used multiple cause of death data, hospital discharge data, microbiology data, literature studies, single drug resistance profiles, pharmaceutical sales, antibiotic use surveys, mortality surveillance, linkage data, outpatient and inpatient insurance claims data, and previously published data, covering 520 million individual records or isolates and 19 513 study-location-years. We used statistical modelling to produce estimates of AMR burden for all locations, including those with no data. Our approach leverages the estimation of five broad component quantities: the number of deaths involving sepsis; the proportion of infectious deaths attributable to a given infectious syndrome; the proportion of infectious syndrome deaths attributable to a given pathogen; the percentage of a given pathogen resistant to an antibiotic of interest; and the excess risk of death or duration of an infection associated with this resistance. Using these components, we estimated disease burden attributable to and associated with AMR, which we define based on two counterfactuals; respectively, an alternative scenario in which all drug-resistant infections are replaced by drug-susceptible infections, and an alternative scenario in which all drug-resistant infections were replaced by no infection. Additionally, we produced global and regional forecasts of AMR burden until 2050 for three scenarios: a reference scenario that is a probabilistic forecast of the most likely future; a Gram-negative drug scenario that assumes future drug development that targets Gram-negative pathogens; and a better care scenario that assumes future improvements in health-care quality and access to appropriate antimicrobials. We present final estimates aggregated to the global, super-regional, and regional level. Findings: In 2021, we estimated 4·71 million (95% UI 4·23–5·19) deaths were associated with bacterial AMR, including 1·14 million (1·00–1·28) deaths attributable to bacterial AMR. Trends in AMR mortality over the past 31 years varied substantially by age and location. From 1990 to 2021, deaths from AMR decreased by more than 50% among children younger than 5 years yet increased by over 80% for adults 70 years and older. AMR mortality decreased for children younger than 5 years in all super-regions, whereas AMR mortality in people 5 years and older increased in all super-regions. For both deaths associated with and deaths attributable to AMR, meticillin-resistant Staphylococcus aureus increased the most globally (from 261 000 associated deaths [95% UI 150 000–372 000] and 57 200 attributable deaths [34 100–80 300] in 1990, to 550 000 associated deaths [500 000–600 000] and 130 000 attributable deaths [113 000–146 000] in 2021). Among Gram-negative bacteria, resistance to carbapenems increased more than any other antibiotic class, rising from 619 000 associated deaths (405 000–834 000) in 1990, to 1·03 million associated deaths (909 000–1·16 million) in 2021, and from 127 000 attributable deaths (82 100–171 000) in 1990, to 216 000 (168 000–264 000) attributable deaths in 2021. There was a notable decrease in non-COVID-related infectious disease in 2020 and 2021. Our forecasts show that an estimated 1·91 million (1·56–2·26) deaths attributable to AMR and 8·22 million (6·85–9·65) deaths associated with AMR could occur globally in 2050. Super-regions with the highest all-age AMR mortality rate in 2050 are forecasted to be south Asia and Latin America and the Caribbean. Increases in deaths attributable to AMR will be largest among those 70 years and older (65·9% [61·2–69·8] of all-age deaths attributable to AMR in 2050). In stark contrast to the strong increase in number of deaths due to AMR of 69·6% (51·5–89·2) from 2022 to 2050, the number of DALYs showed a much smaller increase of 9·4% (–6·9 to 29·0) to 46·5 million (37·7 to 57·3) in 2050. Under the better care scenario, across all age groups, 92·0 million deaths (82·8–102·0) could be cumulatively averted between 2025 and 2050, through better care of severe infections and improved access to antibiotics, and under the Gram-negative drug scenario, 11·1 million AMR deaths (9·08–13·2) could be averted through the development of a Gram-negative drug pipeline to prevent AMR deaths. Interpretation: This study presents the first comprehensive assessment of the global burden of AMR from 1990 to 2021, with results forecasted until 2050. Evaluating changing trends in AMR mortality across time and location is necessary to understand how this important global health threat is developing and prepares us to make informed decisions regarding interventions. Our findings show the importance of infection prevention, as shown by the reduction of AMR deaths in those younger than 5 years. Simultaneously, our results underscore the concerning trend of AMR burden among those older than 70 years, alongside a rapidly ageing global community. The opposing trends in the burden of AMR deaths between younger and older individuals explains the moderate future increase in global number of DALYs versus number of deaths. Given the high variability of AMR burden by location and age, it is important that interventions combine infection prevention, vaccination, minimisation of inappropriate antibiotic use in farming and humans, and research into new antibiotics to mitigate the number of AMR deaths that are forecasted for 2050. Funding: UK Department of Health and Social Care's Fleming Fund using UK aid, and the Wellcome Trust. © 2024 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license
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