Literature DB >> 35641529

A framework for reconstructing SARS-CoV-2 transmission dynamics using excess mortality data.

Mahan Ghafari1, Oliver J Watson2, Ariel Karlinsky3, Luca Ferretti4, Aris Katzourakis5.   

Abstract

The transmission dynamics and burden of SARS-CoV-2 in many regions of the world is still largely unknown due to the scarcity of epidemiological analyses and lack of testing to assess the prevalence of disease. In this work, we develop a quantitative framework based on excess mortality data to reconstruct SARS-CoV-2 transmission dynamics and assess the level of underreporting in infections and deaths. Using weekly all-cause mortality data from Iran, we are able to show a strong agreement between our attack rate estimates and seroprevalence measurements in each province and find significant heterogeneity in the level of exposure across the country with 11 provinces reaching near 100% attack rates. Despite having a young population, our analysis reveals that incorporating limited access to medical services in our model, coupled with undercounting of COVID-19-related deaths, leads to estimates of infection fatality rate in most provinces of Iran that are comparable to high-income countries.
© 2022. The Author(s).

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Year:  2022        PMID: 35641529      PMCID: PMC9156676          DOI: 10.1038/s41467-022-30711-y

Source DB:  PubMed          Journal:  Nat Commun        ISSN: 2041-1723            Impact factor:   17.694


  40 in total

1.  A global database of COVID-19 vaccinations.

Authors:  Edouard Mathieu; Hannah Ritchie; Esteban Ortiz-Ospina; Max Roser; Joe Hasell; Cameron Appel; Charlie Giattino; Lucas Rodés-Guirao
Journal:  Nat Hum Behav       Date:  2021-05-10

2.  Epidemiological and clinical characteristics of the COVID-19 epidemic in Brazil.

Authors:  William Marciel de Souza; Lewis Fletcher Buss; Darlan da Silva Candido; Jean-Paul Carrera; Sabrina Li; Alexander E Zarebski; Rafael Henrique Moraes Pereira; Carlos A Prete; Andreza Aruska de Souza-Santos; Kris V Parag; Maria Carolina T D Belotti; Maria F Vincenti-Gonzalez; Janey Messina; Flavia Cristina da Silva Sales; Pamela Dos Santos Andrade; Vítor Heloiz Nascimento; Fabio Ghilardi; Leandro Abade; Bernardo Gutierrez; Moritz U G Kraemer; Carlos K V Braga; Renato Santana Aguiar; Neal Alexander; Philippe Mayaud; Oliver J Brady; Izabel Marcilio; Nelson Gouveia; Guangdi Li; Adriana Tami; Silvano Barbosa de Oliveira; Victor Bertollo Gomes Porto; Fabiana Ganem; Walquiria Aparecida Ferreira de Almeida; Francieli Fontana Sutile Tardetti Fantinato; Eduardo Marques Macário; Wanderson Kleber de Oliveira; Mauricio L Nogueira; Oliver G Pybus; Chieh-Hsi Wu; Julio Croda; Ester C Sabino; Nuno Rodrigues Faria
Journal:  Nat Hum Behav       Date:  2020-07-31

3.  Seroprevalence of SARS-CoV-2-Specific Antibodies Among Adults in Los Angeles County, California, on April 10-11, 2020.

Authors:  Neeraj Sood; Paul Simon; Peggy Ebner; Daniel Eichner; Jeffrey Reynolds; Eran Bendavid; Jay Bhattacharya
Journal:  JAMA       Date:  2020-06-16       Impact factor: 56.272

4.  Under-reporting of deaths limits our understanding of true burden of covid-19.

Authors:  Charles Whittaker; Patrick G T Walker; Mervat Alhaffar; Arran Hamlet; Bimandra A Djaafara; Azra Ghani; Neil Ferguson; Maysoon Dahab; Francesco Checchi; Oliver J Watson
Journal:  BMJ       Date:  2021-10-12

5.  Socioeconomic status determines COVID-19 incidence and related mortality in Santiago, Chile.

Authors:  Gonzalo E Mena; Pamela P Martinez; Caroline O Buckee; Mauricio Santillana; Ayesha S Mahmud; Pablo A Marquet
Journal:  Science       Date:  2021-04-27       Impact factor: 47.728

6.  Prevalence of COVID-19 in Iran: results of the first survey of the Iranian COVID-19 Serological Surveillance programme.

Authors:  Kazem Khalagi; Safoora Gharibzadeh; Davood Khalili; Mohammad Ali Mansournia; Siamak Mirab Samiee; Saeide Aghamohamadi; Maryam Mir-Mohammad-Ali Roodaki; Seyed Mahmoud Hashemi; Katayoun Tayeri; Hengameh Namdari Tabar; Kayhan Azadmanesh; Jafar Sadegh Tabrizi; Kazem Mohammad; Firoozeh Hajipour; Saeid Namaki; Alireza Raeisi; Afshin Ostovar
Journal:  Clin Microbiol Infect       Date:  2021-06-07       Impact factor: 8.067

7.  A systematic review and meta-analysis of published research data on COVID-19 infection fatality rates.

Authors:  Gideon Meyerowitz-Katz; Lea Merone
Journal:  Int J Infect Dis       Date:  2020-09-29       Impact factor: 3.623

Review 8.  Lessons learnt from easing COVID-19 restrictions: an analysis of countries and regions in Asia Pacific and Europe.

Authors:  Emeline Han; Melisa Mei Jin Tan; Eva Turk; Devi Sridhar; Gabriel M Leung; Kenji Shibuya; Nima Asgari; Juhwan Oh; Alberto L García-Basteiro; Johanna Hanefeld; Alex R Cook; Li Yang Hsu; Yik Ying Teo; David Heymann; Helen Clark; Martin McKee; Helena Legido-Quigley
Journal:  Lancet       Date:  2020-09-24       Impact factor: 79.321

9.  The impact of COVID-19 and strategies for mitigation and suppression in low- and middle-income countries.

Authors:  Patrick G T Walker; Charles Whittaker; Oliver J Watson; Marc Baguelin; Peter Winskill; Arran Hamlet; Bimandra A Djafaara; Zulma Cucunubá; Daniela Olivera Mesa; Will Green; Hayley Thompson; Shevanthi Nayagam; Kylie E C Ainslie; Sangeeta Bhatia; Samir Bhatt; Adhiratha Boonyasiri; Olivia Boyd; Nicholas F Brazeau; Lorenzo Cattarino; Gina Cuomo-Dannenburg; Amy Dighe; Christl A Donnelly; Ilaria Dorigatti; Sabine L van Elsland; Rich FitzJohn; Han Fu; Katy A M Gaythorpe; Lily Geidelberg; Nicholas Grassly; David Haw; Sarah Hayes; Wes Hinsley; Natsuko Imai; David Jorgensen; Edward Knock; Daniel Laydon; Swapnil Mishra; Gemma Nedjati-Gilani; Lucy C Okell; H Juliette Unwin; Robert Verity; Michaela Vollmer; Caroline E Walters; Haowei Wang; Yuanrong Wang; Xiaoyue Xi; David G Lalloo; Neil M Ferguson; Azra C Ghani
Journal:  Science       Date:  2020-06-12       Impact factor: 47.728

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