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The Laboratory of Human Genetics of Infectious Diseases is supported by the Howard Hughes Medical Institute, Rockefeller University; the St. Giles Foundation; the NIH (R01AI088364), the National Center for Advancing Translational Sciences (NCATS); NIH Clinical and Translational Science Award (CTSA) program (UL1TR001866); a Fast Grant from Emergent Ventures; Mercatus Center at the George Mason University; the Yale Center for Mendelian Genomics and the GSP Coordinating Center funded by the National Human Genome Research Institute (NHGRI) (UM1HG006504 and U24HG008956); the Fisher Center for Alzheimer's Research Foundation; the Meyer Foundation; the JPB Foundation; the French National Research Agency (ANR) under the "Investments for the Future"program (ANR-10-IAHU-01) and the Integrative Biology of Emerging Infectious Diseases Laboratory of Excellence (ANR-10-LABX-62-IBEID); the French Foundation for Medical Research (FRM) (EQU201903007798); the FRM and ANR GENCOVID project, the ANRS-COV05, ANR GENVIR (ANR-20-CE93-003), and ANR AABIFNCOV (ANR-20-CO11-0001) projects; the European Union's Horizon 2020 Research and Innovation Program under grant agreement no. 824110 (EASI-genomics); the Square Foundation; Grandir-Fonds de solidarite pour l'enfance; the SCOR Corporate Foundation for Science; Fondation du Souffle; Institut National de la Sante et de la Recherche Medicale (INSERM); REACTing-INSERM; and the University of Paris. The French COVID Cohort study group was sponsored by INSERM and supported by the REACTing consortium and by a grant from the French Ministry of Health (PHRC 20-0424). The Cov-Contact Cohort was supported by the REACTing consortium, the French Ministry of Health, and the European Commission (RECOVER WP 6). The Neurometabolic Diseases Laboratory received funding from the European Union's Horizon 2020 Research and Innovation Program (EasiGenomics grant no. 824110 COVID-19/PID12342). A.P., R.P.d.D., C.R.-G., and C.F. were funded by Instituto de Salud Carlos III (COV20_01333 and COV20_01334), the Spanish Ministry of Science and Innovation (RTC-2017-6471-1; AEI/FEDER, UE), Fundacion DISA (OA18/017), and Cabildo Insular de Tenerife (CGIEU0000219140 and "Apuestas cientificas del ITER para colaborar en la lucha contra la COVID-19"). The laboratories of G.N. and A.N. were supported by a grant awarded to Regione Lazio (PROGETTI DI GRUPPI DI RICERCA 2020) no. A0375-2020-36663, GecoBiomark. A. Amara's laboratory was supported by ANR under the "Investments for the Future"program (ANR-10-IAHU-01), the Integrative Biology of Emerging Infectious Diseases Laboratory of Excellence (ANR-10-LABX-62-IBEID), the FRM (EQU202003010193), ANR (ANR-20-COVI-000 project IDISCOVR and ANR-20-CO11-0004 project FISHBP), and the University of Paris (Plan de Soutien Covid-19: RACPL20FIR01-COVIDSOUL). This work was supported, in part, by the Division of Intramural Research, NIAID, NIH (grants 1ZIAAI001265 to H.C.S. and ZIA AI001270 to L.D.N.). The G.C. laboratory was supported by the Italian Ministry of Health (grant COVID-2020-12371617) and the intramural COVID Host Genetics program. The J.L.F. laboratory was supported, in part, by the Cooperation Scientifique France-Colciencias (ECOS-Nord/COLCIENCIAS/MEN/ICETEX; 806-2018) and Colciencias contract 713-2016 (no. 111574455633). The V.S. laboratory was supported by ANR DENDRISEPSIS (ANR-17-CE15-0003) and ANR APCOD (ANR-17-CE15-0003-01), a Fast Grant from the Mercatus Center, FRM, University of Paris PLAN D'URGENCE COVID19. The N.M.laboratory was supported by Sidra Medicine (SDR400048) and the Qatar National Research Fund (grant No. NPRP9-251-3-045). A.-L.N. was supported by the Bettencourt Schueller Foundation and the International PhD program of the Imagine Institute. P. Bergman and C.I.E.S received support from the Center for Medical Innovation (CIMED), the Swedish Medical Research Council and the Stockholm County Council (ALF-project). Part of this work was generated within the European Reference Network for rare primary immunodeficiency, autoinflammatory and autoimmune diseases (RITA).

Analysis of institutional authors

Manchon Walsh, PaulaAuthor

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August 27, 2021
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X-linked recessive TLR7 deficiency in ~1% of men under 60 years old with life-threatening COVID-19

Publicated to:Science Immunology. 6 (62): eabl4348- - 2021-08-01 6(62), DOI: 10.1126/sciimmunol.abl4348

Authors: Asano T, Boisson B, Onodi F, Matuozzo D, Moncada-Velez M, Maglorius Renkilaraj MRL, Zhang P, Meertens L, Bolze A, Materna M, Korniotis S, Gervais A, Talouarn E, Bigio B, Seeleuthner Y, Bilguvar K, Zhang Y, Neehus AL, Ogishi M, Pelham SJ, Le Voyer T, Rosain J, Philippot Q, Soler-Palacín P, Colobran R, Martin-Nalda A, Rivière JG, Tandjaoui-Lambiotte Y, Chaïbi K, Shahrooei M, Darazam IA, Olyaei NA, Mansouri D, Hatipo?lu N, Palabiyik F, Ozcelik T, Novelli G, Novelli A, Casari G, Aiuti A, Carrera P, Bondesan S, Barzaghi F, Rovere-Querini P, Tresoldi C, Franco JL, Rojas J, Reyes LF, Bustos IG, Arias AA, Morelle G, Christèle K, Troya J, Planas-Serra L, Schlüter A, Gut M, Pujol A, Allende LM, Rodriguez-Gallego C, Flores C, Cabrera-Marante O, Pleguezuelo DE, de Diego RP, Keles S, Aytekin G, Akcan OM, Bryceson YT, Bergman P, Brodin P, Smole D, Smith CIE, Norlin AC, Campbell TM, Covill LE, Hammarström L, Pan-Hammarström Q, Abolhassani H, Mane S, Marr N, Ata M, Al Ali F, Khan T, Spaan AN, Dalgard CL, Bonfanti P, Biondi A, Tubiana S, Burdet C, Nussbaum R, Kahn-Kirby A, Snow AL,, Bustamante J, Puel A, Boisson-Dupuis S, Zhang SY, Béziat V, Lifton RP, Bastard P, Notarangelo LD, Abel L, Su HC, Jouanguy E, Amara A, Soumelis V, Cobat A, Zhang Q, Casanova JL COVID Human Genetic Effort, COVID-STORM Clinicians, COVID Clinicians, Imagine COVID Group, French COVID Cohort Study Group, CoV-Contact Cohort, Amsterdam UMC Covid-, Biobank, NIAID-USUHS COVID Study Group

Affiliations

Anesthesiology and Critical Care Medicine Department, APHP, Avicenne Hospital, Bobigny, France. - Author
AP-HP, Avicenne Hospital, Intensive Care Unit, Bobigny, France. - Author
Autonomous Univ Barcelona UAB, Vall dHebron Res Inst VHIR, Vall dHebron Univ Hosp HUVH, Pediat Infect Dis & Immunodeficiencies Unit, Vall dHebron Barcelona Hosp Campus, Barcelona, Catalonia, Spain - Author
Autonomous Univ Barcelona UAB, Vall dHebron Univ Hosp HUVH, Genet Dept, Immunol Div, Vall dHebron Barcelona Hosp Campus, Barcelona, Catalonia, Spain - Author
Avicenne Hosp, AP HP, Anesthesiol & Crit Care Med Dept, Bobigny, France - Author
Avicenne Hosp, AP HP, Intens Care Unit, Bobigny, France - Author
Bambino Gesu Children Hosp, Translat Cytogen Res Unit, Lab Med Genet, IRCCS, Rome, Italy - Author
Barcelona Inst Sci & Technol BIST, Ctr Genom Regulat CRG, CNAG CRG, Baldiri Reixac 4, Barcelona 08028, Spain - Author
Bellvitge Biomed Res Inst IDIBELL, Neurometab Dis Lab, Barcelona, Spain - Author
Bilkent Univ, Dept Mol Biol & Genet, Bilkent, Turkey - Author
Catalan Inst Res & Adv Studies ICREA, Barcelona, Spain - Author
Cent Hosp Anesthesia & Intens Care Unit, Karlstad, Sweden - Author
Clinical Genomics, IRCCS San Raffaele Scientific Institute, Milan, Italy. - Author
Common and Rare Kidney Diseases, Sorbonne University, INSERM UMR-S 1155, Paris, France. - Author
Ctr Invest Clin, INSERM CIC 1425, Paris, France - Author
Department of Biomedicine and Prevention, University of Rome "Tor Vergata," Rome, and Neuromed Institute, IRCCS, Pozzilli (IS), Italy. - Author
Department of Clinical Immunology and Infectious Diseases, National Research Institute of Tuberculosis and Lung Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran. - Author
Department of General Pediatrics, Hôpital Bicêtre, AP-HP, University of Paris Saclay, Le Kremlin-Bicêtre, France. - Author
Department of Infectious Diseases and Tropical Medicine, Loghman Hakim Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran. - Author
Department of Internal Medicine, Infanta Leonor University Hospital, Madrid, Spain. - Author
Department of Microbiology and Immunology, Clinical and Diagnostic Immunology, KU Leuven, Leuven, Belgium. - Author
Department of Molecular Biology and Genetics, University of Bilkent, Bilkent-Ankara, Turkey. - Author
Diagnostic Immunology Group, Vall d'Hebron Research Institute (VHIR), Vall d'Hebron University Hospital (HUVH), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Catalonia, Spain. - Author
Division of Immunology, Transplantation and Infectious Diseases, IRCCS San Raffaele Scientific Institute, Milan, Italy. - Author
Helix, San Mateo, CA USA - Author
Helix, San Mateo, CA, USA. - Author
Hlth Inst Carlos III, CIBER Enfermedades Resp, Madrid, Spain - Author
Hop Bichat Claude Bernard, AP HP, Paris, France - Author
Hop St Louis, AP HP, Dept Immunol Histocompatibil, F-75010 Paris, France - Author
Howard Hughes Med Inst, New York, NY 10032 USA - Author
Immunology Division, Genetics Department, Vall d'Hebron University Hospital (HUVH), Vall d'Hebron Barcelona Hospital Campus, Autonomous University of Barcelona (UAB), Barcelona, Catalonia, Spain. - Author
Infanta Leonor Univ Hosp, Dept Internal Med, Madrid, Spain - Author
Infection in Immunocompromised Pediatric Patients Research Group, Vall d'Hebron Research Institute (VHIR), Vall d'Hebron University Hospital (HUVH), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Catalonia Spain. - Author
Infectious Diseases and Tropical Medicine Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran. - Author
INSERM U1272 Hypoxia & Lung, Bobigny, France. - Author
INSERM U1272, Hypoxia & Lung, Bobigny, France - Author
Inst Technol & Renewable Energies ITER, Genom Div, Santa Cruz De Tenerife, Spain - Author
Invitae, San Francisco, CA USA - Author
IRCCS Osped San Raffaele, Mol Hematol Unit, Milan, Italy - Author
IRCCS San Raffaele Sci Inst, BMT Program, Milan, Italy - Author
IRCCS San Raffaele Sci Inst, Clin Genom, Milan, Italy - Author
IRCCS San Raffaele Sci Inst, Div Immunol Transplantat & Infect Dis, Milan, Italy - Author
IRCCS San Raffaele Sci Inst, Pediat Immunohematol Unit, Milan, Italy - Author
IRCCS San Raffaele Sci Inst, San Raffaele Telethon Inst Gene Therapy SR Tiget, Milan, Italy - Author
IRCCS, Neuromed Inst, Pozzilli, IS, Italy - Author
ISCIII, Ctr Biomed Res Rare Dis CIBERER, Madrid, Spain - Author
Jeffrey Modell Diagnost & Res Ctr Primary Immunod, Barcelona, Catalonia, Spain - Author
Jeffrey Modell Diagnostic and Research Center for Primary Immunodeficiencies, Barcelona, Catalonia, Spain. - Author
Karolinska Inst, Ctr Hematol & Regenerat Med, Dept Med, Stockholm, Sweden - Author
Karolinska Inst, Dept Biosci & Nutr, Stockholm, Sweden - Author
Karolinska Inst, Dept Lab Med, Div Biomol & Cellular Med, Stockholm, Sweden - Author
Karolinska Inst, Dept Lab Med, Div Clin Microbiol, Stockholm, Sweden - Author
Karolinska Inst, Dept Womens & Childrens Hlth, Sci Life Lab, Solna, Sweden - Author
Karolinska Univ Hosp, Immunodeficiency Unit, Infect Dis Clin, Stockholm, Sweden - Author
Katholieke Univ Leuven, Dept Microbiol & Immunol, Clin & Diagnost Immunol, Leuven, Belgium - Author
Konya City Hosp, Div Allergy & Immunol, Konya, Turkey - Author
Laboratory of Clinical Immunology and Microbiology, Division of Intramural Research, NIAID, NIH, Bethesda, MD, USA. - Author
Laboratory of Genomes & Cell Biology of Disease, INSERM U944, CNRS UMR7212, University of Paris, Research Institute of Saint-Louis, Saint-Louis Hospital, Paris, France. - Author
Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163, Necker Hospital for Sick Children, Paris, France. - Author
Laboratory of Medical Genetics, Translational Cytogenomics Research Unit, Bambino Gesù Children Hospital, IRCCS, Rome, Italy. - Author
Molecular Hematology Unit, IRCCS Ospedale San Raffaele, Milan, Italy. - Author
Necker Hosp Sick Children, AP HP, Ctr Study Primary Immunodeficiencies, Paris, France - Author
Necker Hosp Sick Children, INSERM U1163, Necker Branch, Lab Human Genet Infect Dis, Paris, France - Author
Necmettin Erbakan Univ, Meram Med Fac, Div Pediat Allergy & Immunol, Konya, Turkey - Author
NIAID Clinical Genomics Program, NIH, Laboratory of Clinical Immunology and Microbiology, Division of Intramural Research, NIAID, NIH, Bethesda, MD, USA. - Author
NIAID, Clin Genom Program, NIH, Lab Clin Immunol & Microbiol,Div Intramural Res, 9000 Rockville Pike, Bethesda, MD 20892 USA - Author
NIAID, Lab Clin Immunol & Microbiol, Div Intramural Res, NIH, 9000 Rockville Pike, Bethesda, MD 20892 USA - Author
Pediatric Infectious Diseases and Immunodeficiencies Unit, Vall d'Hebron University Hospital (HUVH), Vall d'Hebron Research Institute (VHIR), Vall d'Hebron Barcelona Hospital Campus, Autonomous University of Barcelona (UAB), Barcelona, Catalonia, Spain. - Author
Pediatric Infectious Diseases Unit, Bakirkoy Dr. Sadi Konuk Training and Research Hospital, University of Health Sciences, Istanbul, Turkey. - Author
Pediatric Respiratory Diseases Research Center, National Research Institute of Tuberculosis and Lung Diseases, Shahid Beheshti, Iran. - Author
Primary Immunodeficiencies Group, Department of Microbiology and Parasitology, School of Medicine, University of Antioquia, Medellín, Colombia. - Author
Rockefeller Univ, Lab Genet & Genom, 1230 York Ave, New York, NY 10021 USA - Author
Rockefeller Univ, Rockefeller Branch, St Giles Lab Human Genet Infect Dis, 1230 York Ave, New York, NY 10021 USA - Author
San Raffaele Telethon Institute for Gene Therapy (SR-Tiget) and Pediatric Immunohematology Unit and BMT Program, IRCCS San Raffaele Scientific Institute, Milan, Italy. - Author
School of Microbiology, University of Antioquia UdeA, Medellín, Colombia. - Author
Shahid Beheshti Univ Med Sci, Infect Dis & Trop Med Res Ctr, Tehran, Iran - Author
Shahid Beheshti Univ Med Sci, Loghman Hakim Hosp, Dept Infect Dis & Trop Med, Tehran, Iran - Author
Shahid Beheshti Univ Med Sci, Masih Daneshvari Hosp, Clin TB & Epidemiol Res Ctr, Natl Res Inst TB & Lung Dis NRITLD, Tehran, Iran - Author
Shahid Beheshti Univ Med Sci, Natl Res Inst TB & Lung Dis, Dept Clin Immunol & Infect Dis, Tehran, Iran - Author
Shahid Beheshti Univ Med Sci, Pediat Resp Dis Res Ctr, Natl Res Inst TB & Lung Dis, Tehran, Iran - Author
Sidra Med, Res Branch, Dept Immunol, Doha, Qatar - Author
Sorbonne Univ, INSERM UMR S 1155, Common & Rare Kidney Dis, Paris, France - Author
Specialized Immunol Lab Dr Shahrooei, Sina Med Complex, Ahvaz, Iran - Author
Specialized Immunology Laboratory of Dr. Shahrooei, Sina Medical Complex, Ahvaz, Iran. - Author
St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, The Rockefeller University, New York, NY, USA. - Author
St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, The Rockefeller University, New York, NY, USA. casanova@rockefeller.edu bebo283@rockefeller.edu. - Author
The Clinical Tuberculosis and Epidemiology Research Center, National Research Institute of Tuberculosis and Lung Diseases (NRITLD), Masih Daneshvari Hospital, Shahid Beheshti, University of Medical Sciences, Tehran, Iran. - Author
Uniformed Serv Univ Hlth Sci, Amer Genome Ctr, Bethesda, MD 20814 USA - Author
Uniformed Serv Univ Hlth Sci, Dept Anat Physiol & Genet, Bethesda, MD 20814 USA - Author
Uniformed Serv Univ Hlth Sci, Dept Pharmacol & Mol Therapeut, Bethesda, MD 20814 USA - Author
Univ Antioquia UdeA, Sch Med, Dept Microbiol & Parasitol, Primary Immunodeficiencies Grp, Medellin, Colombia - Author
Univ Antioquia UdeA, Sch Microbiol, Medellin, Colombia - Author
Univ Complutense Madrid, Madrid, Spain - Author
Univ Fernando Pessoa Canarias, Dept Clin Sci, Las Palmas Gran Canaria, Spain - Author
Univ Hlth Sci, Bakirkoy Dr Sadi Konuk Training & Res Hosp, Pediat Infect Dis Unit, Istanbul, Turkey - Author
Univ Hosp 12 Octubre, Res Inst Hosp 12 Octubre 1 12, Immunol Dept, Madrid, Spain - Author
Univ Hosp Gran Canaria Dr Negrin, Dept Immunol, Canarian Hlth Syst, Las Palmas Gran Canaria, Spain - Author
Univ Hosp La Paz, IdiPAZ Inst Hlth Res, Lab Immunogenet Human Dis, Madrid, Spain - Author
Univ Hosp NS de Candelaria, Res Unit, Santa Cruz De Tenerife, Spain - Author
Univ La Laguna, Inst Biomed Technol ITB, San Cristobal La Laguna, Spain - Author
Univ La Sabana, Chia, Colombia - Author
Univ Med Ctr Utrecht, Dept Med Microbiol, Utrecht, Netherlands - Author
Univ Milan, Bicocca Fdn MBBM, Osped San Gerardo, EuroBloodNet,MetabERN,Pediat Dept, Monza, Italy - Author
Univ Milan, Bicocca Fdn MBBM, Osped San Gerardo,EuroBloodNet,MetabERN, Ctr Tettamanti European Reference Network PaedCan, Monza, Italy - Author
Univ Milano Bicocca, Dept Infect Dis, San Gerardo Hosp, Monza, Italy - Author
Univ Paris Saclay, Hop Bicetre, AP HP, Dept Gen Pediat, Le Kremlin Bicetre, France - Author
Univ Paris, IAME, INSERM UMR 1137, Paris, France - Author
Univ Paris, Imagine Inst, Paris, France - Author
Univ Paris, INSERM U976, F-75006 Paris, France - Author
Univ Paris, Lab Genomes & Cell Biol Dis, CNRS UMR7212, INSERM U944,Res Inst St Louis,St Louis Hosp, Paris, France - Author
Univ Penn, Perelman Sch Med, Dept Pathol & Lab Med, Philadelphia, PA 19104 USA - Author
Univ Roma Tor Vergata, Dept Biomed & Prevent, Rome, Italy - Author
Univ Tehran Med Sci, Res Ctr Immunodeficiencies, Pediat Ctr Excellence, Childrens Med Ctr, Tehran, Iran - Author
Univ Vita Salute San Raffaele, Milan, Italy - Author
Universidad de La Sabana, Chia, Colombia. - Author
University of Paris, Imagine Institute, Paris, France. - Author
University of Paris, INSERM U976, F-75006 Paris, France. - Author
Vall dHebron Univ Hosp HUVH, Vall dHebron Res Inst VHIR, Diagnost Immunol Grp, Vall dHebron Barcelona Hosp Campus, Barcelona, Catalonia, Spain - Author
Vall dHebron Univ Hosp HUVH, Vall dHebron Res Inst VHIR, Infect Immunocompromised Pediat Patients Res Grp, Vall dHebron Barcelona Hosp Campus, Barcelona, Catalonia, Spain - Author
Vita-Salute San Raffaele University, Milan, Italy. - Author
Yale Center for Genome Analysis and Department of Genetics, Yale School of Medicine, New Haven, CT, USA. - Author
Yale Sch Med, Dept Genet, New Haven, CT USA - Author
Yale Sch Med, Yale Ctr Genome Anal, New Haven, CT USA - Author
Yale Univ, Sch Med, Dept Genet, New Haven, CT 06510 USA - Author
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Abstract

Autosomal inborn errors of type I IFN immunity and autoantibodies against these cytokines underlie at least 10% of critical COVID-19 pneumonia cases. We report very rare, biochemically deleterious X-linked TLR7 variants in 16 unrelated male individuals aged 7 to 71 years (mean: 36.7 years) from a cohort of 1,202 male patients aged 0.5 to 99 years (mean: 52.9 years) with unexplained critical COVID-19 pneumonia. None of the 331 asymptomatically or mildly infected male individuals aged 1.3 to 102 years (mean: 38.7 years) tested carry such TLR7 variants (p = 3.5 × 10-5). The phenotypes of five hemizygous relatives of index cases infected with SARS-CoV-2 include asymptomatic or mild infection (n=2, 5 and 38 years), or moderate (n=1, 5 years), severe (n=1, 27 years), or critical (n=1, 29 years) pneumonia. Two boys (aged 7 and 12 years) from a cohort of 262 male patients with severe COVID-19 pneumonia (mean: 51.0 years) are hemizygous for a deleterious TLR7 variant. The cumulative allele frequency for deleterious TLR7 variants in the male general population is < 6.5x10-4 We also show that blood B cell lines and myeloid cell subsets from the patients do not respond to TLR7 stimulation, a phenotype rescued by wild-type TLR7 The patients' blood plasmacytoid dendritic cells (pDCs) produce low levels of type I IFNs in response to SARS-CoV-2. Overall, X-linked recessive TLR7 deficiency is a highly penetrant genetic etiology of critical COVID-19 pneumonia, in about 1.8% of male patients below the age of 60 years. Human TLR7 and pDCs are essential for protective type I IFN immunity against SARS-CoV-2 in the respiratory tract.Copyright © 2021, American Association for the Advancement of Science.

Keywords

host-defensehumansprotective immunitypyogenic bacterial-infectionsrecognitionredundantsingle-stranded rnasubsetstoll-like receptorsAdolescentAdultAgedAged, 80 and overAllelesChildChild, preschoolCovid-19Genetic diseases, x-linkedHumansImmune system diseasesInfantMaleMiddle agedPedigreePenetrancePlasmacytoid dendritic cellsToll-like receptor 7Young adult

Quality index

Bibliometric impact. Analysis of the contribution and dissemination channel

The work has been published in the journal Science Immunology due to its progression and the good impact it has achieved in recent years, according to the agency WoS (JCR), it has become a reference in its field. In the year of publication of the work, 2021, it was in position 5/162, thus managing to position itself as a Q1 (Primer Cuartil), in the category Immunology. Notably, the journal is positioned above the 90th percentile.

This publication has been distinguished as a “Highly Cited Paper” by the agencies WoS (ESI, Clarivate) and ESI (Clarivate), meaning that it ranks within the top 1% of the most cited articles in its thematic field during the year of its publication. In terms of the observed impact of the contribution, this work is considered one of the most influential worldwide, as it is recognized as highly cited. (source consulted: ESI Nov 14, 2024)

And this is evidenced by the extremely high normalized impacts through some of the main indicators of this type, which, although dynamic over time and dependent on the set of average global citations at the time of calculation, already indicate that they are well above the average in different agencies:

  • Normalization of citations relative to the expected citation rate (ESI) by the Clarivate agency: 13.88 (source consulted: ESI Nov 14, 2024)
  • Field Citation Ratio (FCR) from Dimensions: 132.87 (source consulted: Dimensions Jul 2025)

Specifically, and according to different indexing agencies, this work has accumulated citations as of 2025-07-21, the following number of citations:

  • WoS: 272
  • Europe PMC: 207

Impact and social visibility

From the perspective of influence or social adoption, and based on metrics associated with mentions and interactions provided by agencies specializing in calculating the so-called "Alternative or Social Metrics," we can highlight as of 2025-07-21:

  • The use, from an academic perspective evidenced by the Altmetric agency indicator referring to aggregations made by the personal bibliographic manager Mendeley, gives us a total of: 301.
  • The use of this contribution in bookmarks, code forks, additions to favorite lists for recurrent reading, as well as general views, indicates that someone is using the publication as a basis for their current work. This may be a notable indicator of future more formal and academic citations. This claim is supported by the result of the "Capture" indicator, which yields a total of: 322 (PlumX).

With a more dissemination-oriented intent and targeting more general audiences, we can observe other more global scores such as:

  • The Total Score from Altmetric: 889.65.
  • The number of mentions on the social network Facebook: 1 (Altmetric).
  • The number of mentions on the social network X (formerly Twitter): 682 (Altmetric).
  • The number of mentions in news outlets: 58 (Altmetric).

Leadership analysis of institutional authors

This work has been carried out with international collaboration, specifically with researchers from: Belgium; Colombia; France; Italy; Netherlands; Qatar; Sweden; Turkey; United States of America.