Transmission modeling to infer tuberculosis incidence prevalence and mortality in settings with generalized HIV epidemics.

Transmission modeling to infer tuberculosis incidence prevalence and mortality in settings with generalized HIV epidemics.
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在普遍的艾滋病毒流行环境中推断结核病发病率、流行率和死亡率的传播模型。

DOI:
10.1038/s41467-023-37314-1
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发表时间:
2023-03-24
影响因子:
16.6
通讯作者:
Ayles, Helen
Ayles, Helen
中科院分区:
综合性期刊1区
文献类型:
--
作者:
Dodd, Peter J.;Shaweno, Debebe;Ku, Chu-Chang;Glaziou, Philippe;Pretorius, Carel;Hayes, Richard J.;MacPherson, Peter;Cohen, Ted;Ayles, Helen

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相似文献

在过去十年中,结核病(TB)在全球造成的死亡人数超过任何其他单一病原体。在监测薄弱的地方,估计结核病负担估计使用建模。在许多非洲国家,艾滋病毒流行率和抗逆转录病毒治疗的增加推动了结核病的动态流行,使负担、趋势和潜在干预影响的估计复杂化。因此,我们开发了一种新的年龄结构结核病传播模型,将不断变化的人口统计学,艾滋病毒和抗逆转录病毒治疗的影响,并校准来自12个非洲国家的结核病患病率和通知数据。我们使用贝叶斯方法包括所有结核病模型参数的不确定性,并估计结核病感染的年龄特异性年风险,发现成年人高达16.0%/年,以及最近(再)感染的结核病发病率比例,发现各国平均值为34%。要在艾滋病毒高流行率环境中迅速减少结核病造成的不可接受的高负担,就需要采取干预措施,既解决进展问题,也解决传播问题。由于登记系统不完整以及与艾滋病毒的关系,准确估计结核病的负担具有挑战性。在这里,作者开发了一种贝叶斯建模策略,该策略考虑了这些因素,估计了特定年龄和国家的年度感染风险以及最近感染的比例。
Tuberculosis (TB) killed more people globally than any other single pathogen over the past decade. Where surveillance is weak, estimating TB burden estimates uses modeling. In many African countries, increases in HIV prevalence and antiretroviral therapy have driven dynamic TB epidemics, complicating estimation of burden, trends, and potential intervention impact. We therefore develop a novel age-structured TB transmission model incorporating evolving demographic, HIV and antiretroviral therapy effects, and calibrate to TB prevalence and notification data from 12 African countries. We use Bayesian methods to include uncertainty for all TB model parameters, and estimate age-specific annual risks of TB infection, finding up to 16.0%/year in adults, and the proportion of TB incidence from recent (re)infection, finding a mean across countries of 34%. Rapid reduction of the unacceptably high burden of TB in high HIV prevalence settings will require interventions addressing progression as well as transmission. Accurately estimating the burden of tuberculosis is challenging due to incomplete registration systems and the relationship with HIV. Here, the authors develop a Bayesian modelling strategy accounting for these factors that estimates age- and country-specific annual risks of infection and the proportion resulting from recent infection.
DOI: 10.1016/s0140-6736(14)61682-2
发表时间: 2015-01-10
期刊: LANCET
影响因子: 168.9
作者:
Naghavi, Mohsen;Wang, Haidong;Lozano, Rafael;Davis, Adrian;Liang, Xiaofeng;Zhou, Maigeng;Vollset, Stein Emil;Ozgoren, Ayse Abbasoglu;Abdalla, Safa;Abd-Allah, Foad;Aziz, Muna I. Abdel;Abera, Semaw Ferede;Aboyans, Victor;Abraham, Biju;Abraham, Jerry P.;Abuabara, Katrina E.;Abubakar, Ibrahim;Abu-Raddad, Laith J.;Abu-Rmeileh, Niveen M. E.;Achoki, Tom;Adelekan, Ademola;Ademi, Zanfi Na;Adofo, Koranteng;Adou, Arsene Kouablan;Adsuar, Jose C.;Arnlov, Johan;Agardh, Emilie Elisabet;Akena, Dickens;Al Khabouri, Mazin J.;Alasfoor, Deena;Albittar, Mohammed;Alegretti, Miguel Angel;Aleman, Alicia V.;Alemu, Zewdie Aderaw;Alfonso-Cristancho, Rafael;Alhabib, Samia;Ali, Mohammed K.;Ali, Raghib;Alla, Francois;Al Lami, Faris;Allebeck, Peter;AlMazroa, Mohammad A.;Salman, Rustam Al-Shahi;Alsharif, Ubai;Alvarez, Elena;Alviz-Guzman, Nelson;Amankwaa, Adansi A.;Amare, Azmeraw T.;Ameli, Omid;Amini, Hassan;Ammar, Walid;Anderson, H. Ross;Anderson, Benjamin O.;Antonio, Carl Abelardo T.;Anwari, Palwasha;Apfel, Henry;Cunningham, Solveig Argeseanu;Arsenijevic, Valentina S. Arsic;Al Artaman;Asad, Majed Masoud;Asghar, Rana J.;Assadi, Reza;Atkins, Lydia S.;Atkinson, Charles;Badawi, Alaa;Bahit, Maria C.;Bakfalouni, Talal;Balakrishnan, Kalpana;Balalla, Shivanthi;Banerjee, Amitava;Barber, Ryan M.;Barker-Collo, Suzanne L.;Barquera, Simon;Barregard, Lars;Barrero, Lope H.;Barrientos-Gutierrez, Tonatiuh;Basu, Arindam;Basu, Sanjay;Basulaiman, Mohammed Omar;Beardsley, Justin;Bedi, Neeraj;Beghi, Ettore;Bekele, Tolesa;Bell, Michelle L.;Benjet, Corina;Bennett, Derrick A.;Bensenor, Isabela M.;Benzian, Habib;Bertozzi-Villa, Amelia;Beyene, Tariku Jibat;Bhala, Neeraj;Bhalla, Ashish;Bhutta, Zulfiqar A.;Bikbov, Boris;Bin Abdulhak, Aref;Biryukov, Stan;Blore, Jed D.;Blyth, Fiona M.;Bohensky, Megan A.;Borges, Guilherme;Bose, Dipan;Boufous, Soufiane;Bourne, Rupert R.;Boyers, Lindsay N.;Brainin, Michael;Brauer, Michael;Brayne, Carol E. G.;Brazinova, Alexandra;Breitborde, Nicholas;Brenner, Hermann;Briggs, Adam D. M.;Brown, Jonathan C.;Brugha, Traolach S.;Buckle, Geoffrey C.;Bui, Linh Ngoc;Bukhman, Gene;Burch, Michael;Nonato, Ismael Ricardo Campos;Carabin, Helesne;Cardenas, Rosario;Carapetis, Jonathan;Carpenter, David O.;Caso, Valeria;Castaneda-Orjuela, Carlos A.;Castro, Ruben Estanislao;Catala-Lopez, Ferrn;Cavalleri, Fiorella;Chang, Jung-Chen;Charlson, Fiona C.;Che, Xuan;Chen, Honglei;Chen, Yingyao;Chen, Jian Sheng;Chen, Zhengming;Chiang, Peggy Pei-Chia;Chimed-Ochir, Odgerel;Chowdhury, Rajiv;Christensen, Hanne;Christophi, Costas A.;Chuang, Ting-Wu;Chugh, Sumeet S.;Cirillo, Massimo;Coates, Matthew M.;Coffeng, Luc Edgar;Coggeshall, Megan S.;Cohen, Aaron;Colistro, Valentina;Colquhoun, Samantha M.;Colomar, Mercedes;Cooper, Leslie Trumbull;Cooper, Cyrus;Coppola, Luis M.;Cortinovis, Monica;Courville, Karen;Cowie, Benjamin C.;Criqui, Michael H.;Crump, John A.;Cuevas-Nasu, Lucia;Leite, Iuri da Costa;Dabhadkar, Kaustubh C.;Dandona, Lalit;Dandona, Rakhi;Dansereau, Emily;Dargan, Paul I.;Dayama, Anand;De la Cruz-Gongora, Vanessa;de la Vega, Shelley F.;De Leo, Diego;Degenhardt, Louisa;del Pozo-Cruz, Borja;Dellavalle, Robert P.;Deribe, Kebede;Jarlais, Don C. Des;Dessalegn, Muluken;deVeber, Gabrielle A.;Dharmaratne, Samath D.;Dherani, Mukesh;Diaz-Ortega, Jose-Luis;Diaz-Torne, Cesar;Dicker, Daniel;Ding, Eric L.;Dokova, Klara;Dorsey, E. Ray;Driscoll, Tim R.;Duan, Leilei;Duber, Herbert C.;Durrani, Adnan M.;Ebel, Beth E.;Edmond, Karen M.;Ellenbogen, Richard G.;Elshrek, Yousef;Ermakov, Sergey Petrovich;Erskine, Holly E.;Eshrati, Babak;Esteghamati, Alireza;Estep, Kara;Fuerst, Thomas;Fahimi, Saman;Fahrion, Anna S.;Faraon, Emerito Jose A.;Farzadfar, Farshad;Fay, Derek F. J.;Feigl, Andrea B.;Feigin, Valery L.;Felicio, Manuela Mendonca;Fereshtehnejad, Seyed-Mohammad;Fernandes, Jefferson G.;Ferrari, Alize J.;Fleming, Thomas D.;Foigt, Nataliya;Foreman, Kyle;Forouzanfar, Mohammad H.;Fowkes, F. Gerry R.;Fra Paleo, Urbano;Franklin, Richard C.;Futran, Neal D.;Gaffikin, Lynne;Gambashidze, Ketevan;Gankpe, Fortune Gbetoho;Garcia-Guerra, Francisco Armando;Garcia, Ana Cristina;Geleijnse, Johanna M.;Gessner, Bradford D.;Gibney, Katherine B.;Gillum, Richard F.;Gilmour, Stuart;Abdelmageem, Ibrahim;Ginawi, Mohamed;Giroud, Maurice;Glaser, Elizabeth L.;Goenka, Shifalika;Dantes, Hector Gomez;Gona, Philimon;Gonzalez-Medina, Diego;Guinovart, Caterina;Gupta, Rahul;Gupta, Rajeev;Gosselin, Richard A.;Gotay, Carolyn C.;Goto, Atsushi;Gowda, Hube N.;Graetz, Nicholas;Greenwell, K. Fern;Gugnani, Harish Chander;Gunnell, David;Gutierrez, Reyna A.;Haagsma, Juanita;Hafezi-Nejad, Nima;Hagan, Holly;Hagstromer, Maria;Halasa, Yara A.;Hamadeh, Randah Ribhi;Hamavid, Hannah;Hammami, Mouhanad;Hancock, Jamie;Hankey, Graeme J.;Hansen, Gillian M.;Harb, Hilda L.;Harewood, Heather;Haro, Josep Maria;Havmoeller, Rasmus;Hay, Roderick J.;Hay, Simon I.;Hedayati, Mohammad T.;Pi, Ileana B. Heredia;Heuton, Kyle R.;Heydarpour, Pouria;Higashi, Hideki;Hijar, Martha;Hoek, Hans W.;Hoffman, Howard J.;Hornberger, John C.;Hosgood, H. 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Montaez;Montico, Marcella;Montine, Thomas J.;Mooney, Meghan D.;Moore, Ami R.;Moradi-Lakeh, Maziar;Moran, Andrew E.;Mori, Rintaro;Moschandreas, Joanna;Moturi, Wilkister Nyaora;Moyer, Madeline L.;Mozaffarian, Dariush;Mueller, Ulrich O.;Mukaigawara, Mitsuru;Mullany, Erin C.;Murray, Joseph;Mustapha, Adetoun;Naghavi, Paria;Naheed, Aliya;Naidoo, Kovin S.;Naldi, Luigi;Nand, Devina;Nangia, Vinay;Narayan, K. M. Venkat;Nash, Denis;Nasher, Jamal;Nejjari, Chakib;Nelson, Robert G.;Neuhouser, Marian;Neupane, Sudan Prasad;Newcomb, Polly A.;Newman, Lori;Newton, Charles R.;Ng, Marie;Ngalesoni, Frida Namnyak;Nguyen, Grant;Nhung Thi Trang Nguyen;Nisar, Muhammad Imran;Nolte, Sandra;Norheim, Ole F.;Norman, Rosana E.;Norrving, Bo;Nyakarahuka, Luke;Odell, Shaun;O'Donnell, Martin;Ohkubo, Takayoshi;Ohno, Summer Lockett;Olusanya, Bolajoko O.;Omer, Saad B.;Opio, John Nelson;Orisakwe, Orish Ebere;Ortblad, Katrina F.;Ortiz, Alberto;Otayza, Maria Lourdes K.;Pain, Amanda W.;Pandian, Jeyaraj D.;Panelo, Carlo Irwin;Panniyammakal, Jeemon;Papachristou, Christina;Paternina Caicedo, Angel J.;Patten, Scott B.;Patton, George C.;Paul, Vinod K.;Pavlin, Boris;Pearce, Neil;Pellegrini, Carlos A.;Pereira, David M.;Peresson, Sophie C.;Perez-Padilla, Rogelio;Perez-Ruiz, Fernando P.;Perico, Norberto;Pervaiz, Aslam;Pesudovs, Konrad;Peterson, Carrie B.;Petzold, Max;Phillips, Bryan K.;Phillips, David E.;Phillips, Michael R.;Plass, Dietrich;Piel, Frederic Bernard;Poenaru, Dan;Polinder, Suzanne;Popova, Svetlana;Poulton, Richie G.;Pourmalek, Farshad;Prabhakaran, Dorairaj;Qato, Dima;Quezada, Amado D.;Quistberg, D. 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C.;Schumacher, Austin E.;Schwebel, David C.;Scott, James G.;Sepanlou, Sadaf G.;Servan-Mori, Edson E.;Shackelford, Katya;Shaheen, Amira;Shahraz, Saeid;Shakh-Nazarova, Marina;Shangguan, Siyi;She, Jun;Sheikhbahaei, Sara;Shepard, Donald S.;Shibuya, Kenji;Shinohara, Yukito;Shishani, Kawkab;Shiue, Ivy;Shivakoti, Rupak;Shrime, Mark G.;Sigfusdottir, Inga Dora;Silberberg, Donald H.;Silva, Andrea P.;Simard, Edgar P.;Sindi, Shireen;Singh, Jasvinder A.;Singh, Lavanya;Sioson, Edgar;Skirbekk, Vegard;Sliwa, Karen;So, Samuel;Soljak, Michael;Soneji, Samir;Soshnikov, Sergey S.;Sposato, Luciano A.;Sreeramareddy, Chandrashekhar T.;Stanaway, Jeff Rey D.;Stathopoulou, Vasiliki Kalliopi;Steenland, Kyle;Stein, Claudia;Steiner, Caitlyn;Stevens, Antony;Stoeckl, Heidi;Straif, Kurt;Stroumpoulis, Konstantinos;Sturua, Lela;Sunguya, Bruno F.;Swaminathan, Soumya;Swaroop, Mamta;Sykes, Bryan L.;Tabb, Karen M.;Takahashi, Ken;Talongwa, Roberto Tchio;Tan, Feng;Tanne, David;Tanner, Marcel;Tavakkoli, Mohammad;Ao, Braden Te;Teixeira, Carolina Maria;Templin, Tara;Tenkorang, Eric Yeboah;Terkawi, Abdullah Sulieman;Thomas, Bernadette A.;Thorne-Lyman, Andrew L.;Thrift, Amanda G.;Thurston, George D.;Tillmann, Taavi;Tirschwell, David L.;Tleyjeh, Imad M.;Tonelli, Marcello;Topouzis, Fotis;Towbin, Jeffrey A.;Toyoshima, Hideaki;Traebert, Jefferson;Tran, Bach X.;Truelsen, Thomas;Trujillo, Ulises;Trillini, Matias;Dimbuene, Zacharie Tsala;Tsilimbaris, Miltiadis;Tuzcu, E. Murat;Ubeda, Clotilde;Uchendu, Uche S.;Ukwaja, Kingsley N.;Undurraga, Eduardo A.;Vallely, Andrew J.;van de Vijver, Steven;van Gool, Coen H.;Varakin, Yuri Y.;Vasankari, Tommi J.;Vasconcelos, Ana Maria Nogales;Vavilala, Monica S.;Venketasubramanian, N.;Vijayakumar, Lakshmi;Villalpando, Salvador;Violante, Francesco S.;Vlassov, Vasiliy Victorovich;Wagner, Gregory R.;Waller, Stephen G.;Wang, JianLi;Wang, Linhong;Wang, XiaoRong;Wang, Yanping;Warouw, Tati Suryati;Weichenthal, Scott;Weiderpass, Elisabete;Weintraub, Robert G.;Wenzhi, Wang;Werdecker, Andrea;Wessells, K. Ryan R.;Westerman, Ronny;Whiteford, Harvey A.;Wilkinson, James D.;Williams, Thomas Neil;Woldeyohannes, Solomon Meseret;Wolfe, Charles D. A.;Wolock, Timothy M.;Woolf, Anthony D.;Wong, John Q.;Wright, Jonathan L.;Wulf, Sarah;Wurtz, Brittany;Xu, Gelin;Yang, Yang C.;Yano, Yuichiro;Yatsuya, Hiroshi;Yip, Paul;Yonemoto, Naohiro;Yoon, Seok-Jun;Younis, Mustafa;Yu, Chuanhua;Jin, Kim Yun;Zaki, Maysaa El Sayed;Zamakhshary, Mohammed Fouad;Zeeb, Hajo;Zhang, Yong;Zhao, Yong;Zheng, Yingfeng;Zhu, Jun;Zhu, Shankuan;Zonies, David;Zou, Xiao Nong;Zunt, Joseph R.;Vos, Theo;Lopez, Alan D.;Murray, Christopher J. L.
通讯作者: Murray, Christopher J. L.
DOI: 10.1371/journal.pmed.1002056
发表时间: 2016-06
期刊: PLoS medicine
影响因子: 15.8
作者:
Stevens GA;Alkema L;Black RE;Boerma JT;Collins GS;Ezzati M;Grove JT;Hogan DR;Hogan MC;Horton R;Lawn JE;Marušić A;Mathers CD;Murray CJ;Rudan I;Salomon JA;Simpson PJ;Vos T;Welch V;GATHER Working Group
通讯作者: GATHER Working Group
DOI: 10.1186/1471-2334-11-156
发表时间: 2011-06-01
影响因子: 3.7
作者:
Middelkoop, Keren;Bekker, Linda-Gail;Wood, Robin
通讯作者: Wood, Robin
DOI: 10.1093/aje/kwv160
发表时间: 2016-01-15
影响因子: 5
作者:
Dodd PJ;Looker C;Plumb ID;Bond V;Schaap A;Shanaube K;Muyoyeta M;Vynnycky E;Godfrey-Faussett P;Corbett EL;Beyers N;Ayles H;White RG
通讯作者: White RG
DOI: 10.1016/j.eclinm.2020.100603
发表时间: 2020-11
期刊: EClinicalMedicine
影响因子: 15.1
作者:
Cilloni L;Fu H;Vesga JF;Dowdy D;Pretorius C;Ahmedov S;Nair SA;Mosneaga A;Masini E;Sahu S;Arinaminpathy N
通讯作者: Arinaminpathy N