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Global, regional, and national burden of hepatitis B, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019

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Sheena, Brittney S, Hiebert, Lindsey, Han, Hannah, Ippolito, Helen, Abbasi-Kangevari, Mohsen, Abbasi-Kangevari, Zeinab, Abbastabar, Hedayat, Abdoli, Amir, Abubaker Ali, Hiwa, Adane, Mesafint Molla, Adegboye, Oyelola A, Adnani, Qorinah Estiningtyas Sakilah, Advani, Shailesh M, Afzal, Muhammad Sohail, Afzal, Saira, Aghaie Meybodi, Mohamad, Ahadinezhad, Bahman, Ahinkorah, Bright Opoku, Ahmad, Sajjad, Ahmad, Tauseef, Ahmadi, Sepideh, Ahmed, Haroon, Ahmed, Muktar Beshir, Ahmed Rashid, Tarik, Akalu, Gizachew Taddesse, Aklilu, Addis, Akram, Tayyaba, Al Hamad, Hanadi, Alahdab, Fares, Alem, Adugnaw Zeleke, Alem, Dejene Tsegaye, Alhalaiqa, Fadwa Alhalaiqa Naji, Alhassan, Robert Kaba, Ali, Liaqat, Ali, Muhammad Ashar, Alimohamadi, Yousef, Alipour, Vahid, Alkhayyat, Motasem, Almustanyir, Sami, Al-Raddadi, Rajaa M, Altawalah, Haya, Amini, Saeed, Amu, Hubert, Ancuceanu, Robert, Andrei, Catalina Liliana, Andrei, Tudorel, Anoushiravani, Amir, Ansar, Adnan, Anyasodor, Anayochukwu Edward, Arabloo, Jalal, Arab-Zozani, Morteza, Argaw, Ayele Mamo, Argaw, Zeleke Gebru, Arshad, Muhammad, Artamonov, Anton A, Ashraf, Tahira, Atlaw, Daniel, Ausloos, Floriane, Ausloos, Marcel, Azadnajafabad, Sina, Azangou-Khyavy, Mohammadreza, Azari Jafari, Amirhossein, Azarian, Ghasem, Bagheri, Sayna, Bahadory, Saeed, Baig, Atif Amin, Banach, Maciej, Barati, Nastaran, Barrow, Amadou, Batiha, Abdul-Monim Mohammad, Bejarano Ramirez, Diana Fernanda, Belgaumi, Uzma Iqbal, Berhie, Alemshet Yirga, Bhagat, Devidas S, Bhardwaj, Nikha, Bhardwaj, Pankaj, Bhattacharyya, Krittika, Bhojaraja, Vijayalakshmi S, Bijani, Ali, Biondi, Antonio, Bodicha, Belay Boda Abule, Bojia, Hunduma Amensisa, Boloor, Archith, Bosetti, Cristina, Braithwaite, Dejana, Briko, Nikolay Ivanovich, Butt, Zahid A, Cámera, Luis Alberto, Chakinala, Raja Chandra, Chakraborty, Promit Ananyo, Charan, Jaykaran, Chen, Shu, Choi, Jee-Young Jasmine, Choudhari, Sonali Gajanan, Chowdhury, Fazle Rabbi, Chu, Dinh-Toi, Chung, Sheng-Chia, Cortesi, Paolo 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Jadidi-Niaragh, Farhad, Javadi Mamaghani, Amirreza, Jayaram, Shubha, Jayawardena, Ranil, Jebai, Rime, Jha, Ravi Prakash, Joseph, Nitin, Joukar, Farahnaz, Kaambwa, Billingsley, Kabir, Ali, Kabir, Zubair, Kalhor, Rohollah, Kandel, Himal, Kanko, Tesfaye K Tesfaye, Kantar, Rami S, Karaye, Ibraheem M, Kassa, Bekalu Getnet, Kemp Bohan, Phillip M, Keykhaei, Mohammad, Khader, Yousef Saleh, Khajuria, Himanshu, Khan, Gulfaraz, Khan, Imteyaz A, Khan, Junaid, Khan, Moien AB, Khanali, Javad, Khater, Amir M, Khatib, Mahalaqua Nazli, Khodadost, Mahmoud, Khoja, Abdullah T, Khosravizadeh, Omid, Khubchandani, Jagdish, Kim, Gyu Ri, Kim, Hanna, Kim, Min Seo, Kim, Yun Jin, Kocarnik, Jonathan M, Kolahi, Ali-Asghar, Koteeswaran, Rajasekaran, Kumar, G Anil, La Vecchia, Carlo, Lal, Dharmesh Kumar, Landires, Iván, Lasrado, Savita, Lazarus, Jeffrey V, Ledda, Caterina, Lee, Doo Woong, Lee, Sang-woong, Lee, Yeong Yeh, Levi, Miriam, Li, Jiarui, Lim, Stephen S, Lobo, Stany W, Lopukhov, Platon D, Loureiro, Joana A, MacLachlan, Jennifer H, Magdy Abd El Razek, Hassan, Magdy Abd El Razek, Muhammed, Majeed, Azeem, Makki, Alaa, Malekpour, Mohammad-Reza, Malekzadeh, Reza, Malik, Ahmad Azam, Mansour-Ghanaei, Fariborz, Mansournia, Mohammad Ali, Martins-Melo, Francisco Rogerlândio, Matthews, Philippa C, Mendoza, Walter, Menezes, Ritesh G, Meretoja, Tuomo J, Mersha, Amanual Getnet, Mestrovic, Tomislav, Miller, Ted R, Minh, Le Huu Nhat, Mirica, Andreea, Mirmoeeni, Seyyedmohammadsadeq, Mirrakhimov, Erkin M, Misra, Sanjeev, Mithra, Prasanna, Moazen, Babak, Mohamadkhani, Ashraf, Mohammadi, Mokhtar, Mohammed, Shafiu, Moka, Nagabhishek, Mokdad, Ali H, Moludi, Jalal, Momtazmanesh, Sara, Monasta, Lorenzo, Moradi, Ghobad, Moradzadeh, Maliheh, Moradzadeh, Rahmatollah, Moraga, Paula, Mostafavi, Ebrahim, Mubarik, Sumaira, Muniyandi, Malaisamy, Murray, Christopher J L, Naghavi, Mohsen, Naimzada, Mukhammad David, Narasimha Swamy, Sreenivas, Natto, Zuhair S, Nayak, Biswa Prakash, Nazari, Javad, Negoi, Ionut, Negru, Serban Mircea, Nejadghaderi, Seyed Aria, Neupane Kandel, Sandhya, Nguyen, Huong Lan Thi, Ngwa, Che Henry, Niazi, Robina Khan, Nnaji, Chukwudi A, Noubiap, Jean Jacques, Nowroozi, Ali, Nuñez-Samudio, Virginia, Oancea, Bogdan, Ochir, Chimedsuren, Odukoya, Oluwakemi Ololade, Oh, In-Hwan, Olagunju, Andrew T, Olakunde, Babayemi Oluwaseun, Omar Bali, Ahmed, Omer, Emad, Otstavnov, Stanislav S, Oumer, Bilcha, Padubidri, Jagadish Rao, Pana, Adrian, Pandey, Anamika, Park, Eun-Cheol, Pashazadeh Kan, Fatemeh, Patel, Urvish K, Paudel, Uttam, Petcu, Ionela-Roxana, Piracha, Zahra Zahid, Pollok, Richard Charles G, Postma, Maarten J, Pourshams, Akram, Poustchi, Hossein, Rabiee, Mohammad, Rabiee, Navid, Rafiei, Alireza, Rafiei, Sima, Raghuram, Pavan Manibettu, Rahman, Mosiur, Rahmani, Amir Masoud, Rahmawaty, Setyaningrum, Rajesh, Aashish, Ranasinghe, Priyanga, Rao, Chythra R, Rao, Sowmya J, Rashidi, Mahsa, Rashidi, Mohammad-Mahdi, Rawaf, David Laith, Rawaf, Salman, Rawassizadeh, Reza, Rezaei, Negar, Rezapour, Aziz, Rezazadeh-Khadem, Sahba, Rodriguez, Jefferson Antonio Buendia, Rwegerera, Godfrey M, Sabour, Siamak, Saddik, Basema, Saeb, Mohammad Reza, Saeed, Umar, Sahebkar, Amirhossein, Saif-Ur-Rahman, KM, Salahi, Sarvenaz, Salimzadeh, Hamideh, Sampath, Chethan, Samy, Abdallah M, Sanabria, Juan, Sanmarchi, Francesco, Santric-Milicevic, Milena M, Sarveazad, Arash, Sathian, Brijesh, Sawhney, Monika, Seidu, Abdul-Aziz, Sepanlou, Sadaf G, Seylani, Allen, Shahabi, Saeed, Shaikh, Masood Ali, Shaker, Elaheh, Shakhmardanov, Murad Ziyaudinovich, Shannawaz, Mohammed, Shenoy, Suchitra M, Shetty, Jeevan K, Shetty, Pavanchand H, Shibuya, Kenji, Shin, Jae Il, Shobeiri, Parnian, Sibhat, Migbar Mekonnen, Singh, Achintya Dinesh, Singh, Jasvinder A, Singh, Surjit, Skryabin, Valentin Yurievich, Skryabina, Anna Aleksandrovna, Sohrabpour, Amir Ali, Song, Suhang, Tabaeian, Seidamir Pasha, Tadesse, Eyayou Girma, Taheri, Majid, Tampa, Mircea, Tan, Ker-Kan, Tavakoli, Ahmad, Tbakhi, Abdelghani, Tefera, Belay Negash, Tehrani-Banihashemi, Arash, Tesfaw, Habtamu Molla, Thapar, Rekha, Thavamani, Aravind, Tohidast, Seyed Abolfazl, Tollosa, Daniel Nigusse, Tosti, Maria Elena, Tovani-Palone, Marcos Roberto, Traini, Eugenio, Tran, Mai Thi Ngoc, Trihandini, Indang, Tusa, Biruk Shalmeno, Ullah, Irfan, Vacante, Marco, Valadan Tahbaz, Sahel, Valdez, Pascual R, Varthya, Shoban Babu, Vo, Bay, Waheed, Yasir, Weldesenbet, Adisu Birhanu, Woldemariam, Melat, Xu, Suowen, Yahyazadeh Jabbari, Seyed Hossein, Yaseri, Mehdi, Yeshaw, Yigizie, Yiğit, Vahit, Yirdaw, Birhanu Wubale, Yonemoto, Naohiro, Yu, Chuanhua, Yunusa, Ismaeel, Zahir, Mazyar, Zaki, Leila, Zamani, Mohammad, Zamanian, Maryam, Zastrozhin, Mikhail Sergeevich, Vos, Theo, Ward, John W, Dirac, M Ashworth·2022·The Lancet Gastroenterology & Hepatology

Abstract

BACKGROUND: Combating viral hepatitis is part of the UN Sustainable Development Goals (SDGs), and WHO has put forth hepatitis B elimination targets in its Global Health Sector Strategy on Viral Hepatitis (WHO-GHSS) and Interim Guidance for Country Validation of Viral Hepatitis Elimination (WHO Interim Guidance). We estimated the global, regional, and national prevalence of hepatitis B virus (HBV), as well as mortality and disability-adjusted life-years (DALYs) due to HBV, as part of the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2019. This included estimates for 194 WHO member states, for which we compared our estimates to WHO elimination targets. METHODS: The primary data sources were population-based serosurveys, claims and hospital discharges, cancer registries, vital registration systems, and published case series. We estimated chronic HBV infection and the burden of HBV-related diseases, defined as an aggregate of cirrhosis due to hepatitis B, liver cancer due to hepatitis B, and acute hepatitis B. We used DisMod-MR 2.1, a Bayesian mixed-effects meta-regression tool, to estimate the prevalence of chronic HBV infection, cirrhosis, and aetiological proportions of cirrhosis. We used mortality-to-incidence ratios modelled with spatiotemporal Gaussian process regression to estimate the incidence of liver cancer. We used the Cause of Death Ensemble modelling (CODEm) model, a tool that selects models and covariates on the basis of out-of-sample performance, to estimate mortality due to cirrhosis, liver cancer, and acute hepatitis B. FINDINGS: In 2019, the estimated global, all-age prevalence of chronic HBV infection was 4·1% (95% uncertainty interval [UI] 3·7 to 4·5), corresponding to 316 million (284 to 351) infected people. There was a 31·3% (29·0 to 33·9) decline in all-age prevalence between 1990 and 2019, with a more marked decline of 76·8% (76·2 to 77·5) in prevalence in children younger than 5 years. HBV-related diseases resulted in 555 000 global deaths (487 000 to 630 000) in 2019. The number of HBV-related deaths increased between 1990 and 2019 (by 5·9% [-5·6 to 19·2]) and between 2015 and 2019 (by 2·9% [-5·9 to 11·3]). By contrast, all-age and age-standardised death rates due to HBV-related diseases decreased during these periods. We compared estimates for 2019 in 194 WHO locations to WHO-GHSS 2020 targets, and found that four countries achieved a 10% reduction in deaths, 15 countries achieved a 30% reduction in new cases, and 147 countries achieved a 1% prevalence in children younger than 5 years. As of 2019, 68 of 194 countries had already achieved the 2030 target proposed in WHO Interim Guidance of an all-age HBV-related death rate of four per 100 000. INTERPRETATION: The prevalence of chronic HBV infection declined over time, particularly in children younger than 5 years, since the introduction of hepatitis B vaccination. HBV-related death rates also decreased, but HBV-related death counts increased as a result of population growth, ageing, and cohort effects. By 2019, many countries had met the interim seroprevalence target for children younger than 5 years, but few countries had met the WHO-GHSS interim targets for deaths and new cases. Progress according to all indicators must be accelerated to meet 2030 targets, and there are marked disparities in burden and progress across the world. HBV interventions, such as vaccination, testing, and treatment, must be strategically supported and scaled up to achieve elimination. FUNDING: Bill & Melinda Gates Foundation.

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Sheena, B. S., Hiebert, L., Han, H., Ippolito, H., Abbasi-Kangevari, M., Abbasi-Kangevari, Z., Abbastabar, H., Abdoli, A., Abubaker Ali, H., Adane, M. M., Adegboye, O. A., Adnani, Q. E. S., Advani, S. M., Afzal, M. S., Afzal, S., Aghaie Meybodi, M., Ahadinezhad, B., Ahinkorah, B. O., Ahmad, S., Ahmad, T., Ahmadi, S., Ahmed, H., Ahmed, M. B., Ahmed Rashid, T., Akalu, G. T., Aklilu, A., Akram, T., Al Hamad, H., Alahdab, F., Alem, A. Z., Alem, D. T., Alhalaiqa, F. A. N., Alhassan, R. K., Ali, L., Ali, M. A., Alimohamadi, Y., Alipour, V., Alkhayyat, M., Almustanyir, S., Al-Raddadi, R. M., Altawalah, H., Amini, S., Amu, H., Ancuceanu, R., Andrei, C. L., Andrei, T., Anoushiravani, A., Ansar, A., Anyasodor, A. E., Arabloo, J., Arab-Zozani, M., Argaw, A. M., Argaw, Z. G., Arshad, M., Artamonov, A. A., Ashraf, T., Atlaw, D., Ausloos, F., Ausloos, M., Azadnajafabad, S., Azangou-Khyavy, M., Azari Jafari, A., Azarian, G., Bagheri, S., Bahadory, S., Baig, A. A., Banach, M., Barati, N., Barrow, A., Batiha, A.-M. M., Bejarano Ramirez, D. F., Belgaumi, U. I., Berhie, A. Y., Bhagat, D. S., Bhardwaj, N., Bhardwaj, P., Bhattacharyya, K., Bhojaraja, V. S., Bijani, A., Biondi, A., Bodicha, B. B. A., Bojia, H. A., Boloor, A., Bosetti, C., Braithwaite, D., Briko, N. I., Butt, Z. A., Cámera, L. A., Chakinala, R. C., Chakraborty, P. A., Charan, J., Chen, S., Choi, J.-Y. J., Choudhari, S. G., Chowdhury, F. R., Chu, D.-T., Chung, S.-C., Cortesi, P. A., Cowie, B. C., Culbreth, G. T., Dadras, O., Dai, X., Dandona, L., Dandona, R., De la Hoz, F. P., Debela, S. A., Dedefo, M. G., Demeke, F. M., Demie, T. G. G., Demissie, G. D., Derbew Molla, M., Desta, A. A., Dhamnetiya, D., Dhimal, M. L., Dhimal, M., Didehdar, M., Doan, L. P., Dorostkar, F., Drake, T. M., Eghbalian, F., Ekholuenetale, M., El Sayed, I., El Sayed Zaki, M., Elhadi, M., Elmonem, M. A., Elsharkawy, A., Enany, S., Enyew, D. B., Erkhembayar, R., Eskandarieh, S., Esmaeilzadeh, F., Ezzikouri, S., Farrokhpour, H., Fetensa, G., Fischer, F., Foroutan, M., Gad, M. M., Gaidhane, A. M., Gaidhane, S., Galles, N. C., Gallus, S., Gebremeskel, T. G., Gebreyohannes, E. A., Ghadiri, K., Ghaffari, K., Ghafourifard, M., Ghamari, S.-H., Ghashghaee, A., Gholami, A., Gholizadeh, A., Gilani, A., Goel, A., Golechha, M., Goleij, P., Golinelli, D., Gorini, G., Goshu, Y. A., Griswold, M. G., Gubari, M. I. M., Gupta, B., Gupta, S., Gupta, V. B., Gupta, V. K., Haddadi, R., Halwani, R., Hamid, S. S., Hamidi, S., Hanif, A., Haque, S., Harapan, H., Hargono, A., Hariri, S., Hasaballah, A. I., Hasan, S. M. M., Hassanipour, S., Hassankhani, H., Hay, S. I., Hayat, K., Heidari, G., Herteliu, C., Heyi, D. Z., Hezam, K., Holla, R., Hosseini, M.-S., Hosseini, M., Hosseinzadeh, M., Hostiuc, M., Househ, M., Huang, J., Hussein, N. R., Iavicoli, I., Ibitoye, S. E., Ilesanmi, O. S., Ilic, I. M., Ilic, M. D., Irham, L. M., Islam, J. Y., Ismail, N. E., Jacobsen, K. H., Jadidi-Niaragh, F., Javadi Mamaghani, A., Jayaram, S., Jayawardena, R., Jebai, R., Jha, R. P., Joseph, N., Joukar, F., Kaambwa, B., Kabir, A., Kabir, Z., Kalhor, R., Kandel, H., Kanko, T. K. T., Kantar, R. S., Karaye, I. M., Kassa, B. G., Kemp Bohan, P. M., Keykhaei, M., Khader, Y. S., Khajuria, H., Khan, G., Khan, I. A., Khan, J., Khan, M. A., Khanali, J., Khater, A. M., Khatib, M. N., Khodadost, M., Khoja, A. T., Khosravizadeh, O., Khubchandani, J., Kim, G. R., Kim, H., Kim, M. S., Kim, Y. J., Kocarnik, J. M., Kolahi, A.-A., Koteeswaran, R., Kumar, G. A., La Vecchia, C., Lal, D. K., Landires, I., Lasrado, S., Lazarus, J. V., Ledda, C., Lee, D. W., Lee, S.-W., Lee, Y. Y., Levi, M., Li, J., Lim, S. S., Lobo, S. W., Lopukhov, P. D., Loureiro, J. A., MacLachlan, J. H., Magdy Abd El Razek, H., Magdy Abd El Razek, M., Majeed, A., Makki, A., Malekpour, M.-R., Malekzadeh, R., Malik, A. A., Mansour-Ghanaei, F., Mansournia, M. A., Martins-Melo, F. R., Matthews, P. C., Mendoza, W., Menezes, R. G., Meretoja, T. J., Mersha, A. G., Mestrovic, T., Miller, T. R., Minh, L. H. N., Mirica, A., Mirmoeeni, S., Mirrakhimov, E. M., Misra, S., Mithra, P., Moazen, B., Mohamadkhani, A., Mohammadi, M., Mohammed, S., Moka, N., Mokdad, A. H., Moludi, J., Momtazmanesh, S., Monasta, L., Moradi, G., Moradzadeh, M., Moradzadeh, R., Moraga, P., Mostafavi, E., Mubarik, S., Muniyandi, M., Murray, C. J. L., Naghavi, M., Naimzada, M. D., Narasimha Swamy, S., Natto, Z. S., Nayak, B. P., Nazari, J., Negoi, I., Negru, S. M., Nejadghaderi, S. A., Neupane Kandel, S., Nguyen, H. L. T., Ngwa, C. H., Niazi, R. K., Nnaji, C. A., Noubiap, J. J., Nowroozi, A., Nuñez-Samudio, V., Oancea, B., Ochir, C., Odukoya, O. O., Oh, I.-H., Olagunju, A. T., Olakunde, B. O., Omar Bali, A., Omer, E., Otstavnov, S. S., Oumer, B., Padubidri, J. R., Pana, A., Pandey, A., Park, E.-C., Pashazadeh Kan, F., Patel, U. K., Paudel, U., Petcu, I.-R., Piracha, Z. Z., Pollok, R. C. G., Postma, M. J., Pourshams, A., Poustchi, H., Rabiee, M., Rabiee, N., Rafiei, A., Rafiei, S., Raghuram, P. M., Rahman, M., Rahmani, A. M., Rahmawaty, S., Rajesh, A., Ranasinghe, P., Rao, C. R., Rao, S. J., Rashidi, M., Rashidi, M.-M., Rawaf, D. L., Rawaf, S., Rawassizadeh, R., Rezaei, N., Rezapour, A., Rezazadeh-Khadem, S., Rodriguez, J. A. B., Rwegerera, G. M., Sabour, S., Saddik, B., Saeb, M. R., Saeed, U., Sahebkar, A., Saif-Ur-Rahman, K., Salahi, S., Salimzadeh, H., Sampath, C., Samy, A. M., Sanabria, J., Sanmarchi, F., Santric-Milicevic, M. M., Sarveazad, A., Sathian, B., Sawhney, M., Seidu, A.-A., Sepanlou, S. G., Seylani, A., Shahabi, S., Shaikh, M. A., Shaker, E., Shakhmardanov, M. Z., Shannawaz, M., Shenoy, S. M., Shetty, J. K., Shetty, P. H., Shibuya, K., Shin, J. I., Shobeiri, P., Sibhat, M. M., Singh, A. D., Singh, J. A., Singh, S., Skryabin, V. Y., Skryabina, A. A., Sohrabpour, A. A., Song, S., Tabaeian, S. P., Tadesse, E. G., Taheri, M., Tampa, M., Tan, K.-K., Tavakoli, A., Tbakhi, A., Tefera, B. N., Tehrani-Banihashemi, A., Tesfaw, H. M., Thapar, R., Thavamani, A., Tohidast, S. A., Tollosa, D. N., Tosti, M. E., Tovani-Palone, M. R., Traini, E., Tran, M. T. N., Trihandini, I., Tusa, B. S., Ullah, I., Vacante, M., Valadan Tahbaz, S., Valdez, P. R., Varthya, S. B., Vo, B., Waheed, Y., Weldesenbet, A. B., Woldemariam, M., Xu, S., Yahyazadeh Jabbari, S. H., Yaseri, M., Yeshaw, Y., Yiğit, V., Yirdaw, B. W., Yonemoto, N., Yu, C., Yunusa, I., Zahir, M., Zaki, L., Zamani, M., Zamanian, M., Zastrozhin, M. S., Vos, T., Ward, J. W., & Dirac, M. A.
Venue
The Lancet Gastroenterology & Hepatology
Publisher
Elsevier BV
Published
2022-09
Volume
7
Issue
9
Pages
796-829
ISSN
  • 2468-1156 (ISSN-L)
  • 2468-1253
OpenAlex
W4283217337
Cited by
805
References
9
FWCI
103.64
Type
journal article
Language
en
Open access
hybrid

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Cite CoChat for the checks on this page, and the paper for its own findings.

This page
CoChat. (2026). Citation check: Global, regional, and national burden of hepatitis B, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019. https://app.cochat.ai/papers/10.1016/s2468-1253(22)00124-8
The paper
Sheena, B. S., Hiebert, L., Han, H., Ippolito, H., Abbasi-Kangevari, M., Abbasi-Kangevari, Z., Abbastabar, H., Abdoli, A., Abubaker Ali, H., Adane, M. M., Adegboye, O. A., Adnani, Q. E. S., Advani, S. M., Afzal, M. S., Afzal, S., Aghaie Meybodi, M., Ahadinezhad, B., Ahinkorah, B. O., Ahmad, S., . . . Dirac, M. A. (2022). Global, regional, and national burden of hepatitis B, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019. The Lancet Gastroenterology & Hepatology. https://doi.org/10.1016/s2468-1253(22)00124-8

Data sources

Bibliographic data: Semantic Scholar, OpenAlex, Crossref.

Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.