{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,2]],"date-time":"2025-08-02T19:15:53Z","timestamp":1754162153815,"version":"3.41.2"},"reference-count":31,"publisher":"BMJ","issue":"5","license":[{"start":{"date-parts":[[2025,5,16]],"date-time":"2025-05-16T00:00:00Z","timestamp":1747353600000},"content-version":"unspecified","delay-in-days":15,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100004586","name":"Funda\u00e7\u00e3o Carlos Chagas Filho de Amparo \u00e0 Pesquisa do Estado do Rio de Janeiro","doi-asserted-by":"publisher","award":["E-26\/201.046\/2022"],"award-info":[{"award-number":["E-26\/201.046\/2022"]}],"id":[{"id":"10.13039\/501100004586","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003593","name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","doi-asserted-by":"publisher","award":["#307145\/2021-2"],"award-info":[{"award-number":["#307145\/2021-2"]}],"id":[{"id":"10.13039\/501100003593","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Centre of excellence in Respiratory Pathogens","award":["69HCL22_0990"],"award-info":[{"award-number":["69HCL22_0990"]}]},{"DOI":"10.13039\/501100008551","name":"Fondation M\u00e9rieux","doi-asserted-by":"publisher","award":["P000215"],"award-info":[{"award-number":["P000215"]}],"id":[{"id":"10.13039\/501100008551","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["bmj.com"],"crossmark-restriction":true},"short-container-title":["BMJ Glob Health"],"accepted":{"date-parts":[[2025,5,2]]},"published-print":{"date-parts":[[2025,5]]},"abstract":"<jats:sec>\n                  <jats:title>Introduction<\/jats:title>\n                  <jats:p>The Global Approach to Biology Research, Infectious diseases and Epidemics in Low-income countries (GABRIEL) network is an international scientific network of 21 centres coordinated by the Merieux Foundation (Lyon, France). Mapping and characterising the similarities and differences in expertise and activities across four major infectious diseases (tuberculosis, antimicrobial-resistant infections, acute respiratory infections and emerging pathogens) among these centres would help to provide a better understanding of the network\u2019s capacity. It will also highlight how the applied methodology can enhance information sharing within research networks.<\/jats:p>\n               <\/jats:sec>\n               <jats:sec>\n                  <jats:title>Methods<\/jats:title>\n                  <jats:p>Each centre responded to a questionnaire on their core activities and research themes. An advanced multivariate analysis was performed to relate all items together and highlight new synergies among members of the GABRIEL network. Similarities were found using a clustering algorithm and data were visualised using alluvial plots.<\/jats:p>\n               <\/jats:sec>\n               <jats:sec>\n                  <jats:title>Results<\/jats:title>\n                  <jats:p>This strategy enabled to find new patterns in the GABRIEL network for the implementation of new projects on global health, regardless of geographical proximity or historical connections. Five clusters based on core activities, consisting of 6, 1, 3, 9 and 2 research units, respectively, have been identified, with clusters 1 and 4, including the majority of the units. Four clusters have been defined based on the four major infectious diseases, comprising 7, 3, 5 and 6 research units, respectively.<\/jats:p>\n               <\/jats:sec>\n               <jats:sec>\n                  <jats:title>Conclusions<\/jats:title>\n                  <jats:p>The same methodology could also be applied to identify proximities on other networks of experts or between members of different networks for more efficient research or surveillance global programmes.<\/jats:p>\n               <\/jats:sec>","DOI":"10.1136\/bmjgh-2024-017595","type":"journal-article","created":{"date-parts":[[2025,5,20]],"date-time":"2025-05-20T05:21:31Z","timestamp":1747718491000},"page":"e017595","update-policy":"https:\/\/doi.org\/10.1136\/crossmarkpolicy","source":"Crossref","is-referenced-by-count":0,"title":["Clustering and visualisation of the GABRIEL network expertise in the field of infectious diseases"],"prefix":"10.1136","volume":"10","author":[{"given":"C\u00e9cile","family":"Chauvel","sequence":"first","affiliation":[{"name":"Center of Excellence in Respiratory Pathogens, Hospices Civils de Lyon, Lyon, France"},{"name":"\u00c9quipe Sant\u00e9 Publique, \u00c9pid\u00e9miologie et \u00c9cologie \u00c9volutive des Maladies Infectieuses, Inserm U1111, CNRS UMR5308, ENS de Lyon, Universit\u00e9 Claude Bernard Lyon 1, Centre International de Recherche en Infectiologie, Lyon, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Philippe","family":"Vanhems","sequence":"additional","affiliation":[{"name":"\u00c9quipe Sant\u00e9 Publique, \u00c9pid\u00e9miologie et \u00c9cologie \u00c9volutive des Maladies Infectieuses, Inserm U1111, CNRS UMR5308, ENS de Lyon, Universit\u00e9 Claude Bernard Lyon 1, Centre International de Recherche en Infectiologie, Lyon, France"},{"name":"Service Hygi\u00e8ne, Epid\u00e9miologie et Pr\u00e9vention. Centre Hospitalier H\u00f4pital Edouard Herriot, Hospices Civils de Lyon, Lyon, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marie-Charlotte","family":"Quemin","sequence":"additional","affiliation":[{"name":"Fondation M\u00e9rieux, Lyon, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marianne","family":"Abifadel","sequence":"additional","affiliation":[{"name":"Rodolphe M\u00e9rieux Laboratory, Faculty of Pharmacy, Saint Joseph University of Beirut, Beirut, Lebanon"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shally","family":"Awasthi","sequence":"additional","affiliation":[{"name":"Department of Pediatrics, King George\u2019s Medical University, Lucknow, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sayera","family":"Banu","sequence":"additional","affiliation":[{"name":"International Centre for Diarrheal Disease Research, Dhaka, Bangladesh"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Silvia Figueiredo","family":"Costa","sequence":"additional","affiliation":[{"name":"Tropical Medicine Institute of Sao Paulo, University of Sao Paulo, Sao Paulo, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sara","family":"Eyangoh","sequence":"additional","affiliation":[{"name":"Centre Pasteur du Cameroun, Yaounde, Cameroon"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Monzer","family":"Hamze","sequence":"additional","affiliation":[{"name":"Laboratoire Microbiologie Sant\u00e9 et Environnement, Faculty of public Health, Lebanese University, Tripoli, Lebanon"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zakir","family":"Hossain","sequence":"additional","affiliation":[{"name":"Rodolphe Merieux Laboratory, Bangladesh Institute of Tropical and Infectious Disease, Chittagong, 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