Publication: Higher airborne pollen concentrations correlated with increased SARS-CoV-2 infection rates, as evidenced from 31 countries across the globe
dc.contributor.coauthor | Damialis, Athanasios | |
dc.contributor.coauthor | Gilles, Stefanie | |
dc.contributor.coauthor | Sofiev, Mikhail | |
dc.contributor.coauthor | Sofieva, Viktoria | |
dc.contributor.coauthor | Kolek, Franziska | |
dc.contributor.coauthor | Bayr, Daniela | |
dc.contributor.coauthor | Plaza, Maria P. | |
dc.contributor.coauthor | Leier-Wirtz, Vivien | |
dc.contributor.coauthor | Kaschuba, Sigrid | |
dc.contributor.coauthor | Ziska, Lewis H. | |
dc.contributor.coauthor | Bielory, Leonard | |
dc.contributor.coauthor | Makra, László | |
dc.contributor.coauthor | del Mar Trigo, Maria | |
dc.contributor.coauthor | Traidl-Hoffmann, Claudia | |
dc.contributor.coauthor | Oliver, Gilles | |
dc.contributor.coauthor | Pham-Thi, Nhân | |
dc.contributor.coauthor | Thibaudon, Michel | |
dc.contributor.coauthor | Arino, Arturo H. | |
dc.contributor.coauthor | Belmonte, Jordina | |
dc.contributor.coauthor | Cervigon Morales, Patricia | |
dc.contributor.coauthor | De Linares, Concepción | |
dc.contributor.coauthor | Fernández, Delia | |
dc.contributor.coauthor | Fernández-Rodriguez, Santiago | |
dc.contributor.coauthor | Gabaldón Arguisuelas, Antonia | |
dc.contributor.coauthor | Galán, Carmen | |
dc.contributor.coauthor | González-Alonso, Mónica | |
dc.contributor.coauthor | Lara, Beatriz | |
dc.contributor.coauthor | Moreno Grau, José María | |
dc.contributor.coauthor | Oteros, José | |
dc.contributor.coauthor | Pérez-Badia, Rosa | |
dc.contributor.coauthor | Pérez-De-Zabalza, Anabel | |
dc.contributor.coauthor | Picornell, Antonio | |
dc.contributor.coauthor | Recio, Marta | |
dc.contributor.coauthor | Robles, Estrella | |
dc.contributor.coauthor | Rodríguez-Fernández, Alberto | |
dc.contributor.coauthor | Rodríguez-Rajo, F. Javier | |
dc.contributor.coauthor | Rojo, Jesús | |
dc.contributor.coauthor | Ruiz Valenzuela, Luis | |
dc.contributor.coauthor | Bergmann, Karl-Christian | |
dc.contributor.coauthor | Werchan, Barbora | |
dc.contributor.coauthor | Werchan, Matthias | |
dc.contributor.coauthor | Buters, Jeroen T.M. | |
dc.contributor.coauthor | Bastl, Maximilian | |
dc.contributor.coauthor | Dunker, Susanne | |
dc.contributor.coauthor | Hornick, Thomas | |
dc.contributor.coauthor | González Roldán, Nestor | |
dc.contributor.coauthor | Gilge, Stefan | |
dc.contributor.coauthor | Clot, Bernard | |
dc.contributor.coauthor | Finemann, Stanley | |
dc.contributor.coauthor | Ford, Linda | |
dc.contributor.coauthor | Gomez, Robert Anthony | |
dc.contributor.coauthor | Kamboj, Sanjay | |
dc.contributor.coauthor | Wilhelm, Wayne | |
dc.contributor.coauthor | Beggs, Paul J. | |
dc.contributor.coauthor | Burton, Pamela | |
dc.contributor.coauthor | Davies, Janet M. | |
dc.contributor.coauthor | Haberle, Simon Graeme | |
dc.contributor.coauthor | Katelaris, Constance Helen | |
dc.contributor.coauthor | Keaney, Ben | |
dc.contributor.coauthor | Milic, Andelija | |
dc.contributor.coauthor | Miller, Victoria | |
dc.contributor.coauthor | van Haeften, Shanice | |
dc.contributor.coauthor | Bonini, Maira | |
dc.contributor.coauthor | Bordin, Anna | |
dc.contributor.coauthor | Ceriotti, Valentina | |
dc.contributor.coauthor | Cristofolini, Fabiana | |
dc.contributor.coauthor | Cristofori, Antonella | |
dc.contributor.coauthor | Gottardini, Elena | |
dc.contributor.coauthor | Marcer, Guido | |
dc.contributor.coauthor | Marraccini, Paolo | |
dc.contributor.coauthor | Mascagni, Paolo | |
dc.contributor.coauthor | Meriggi, Antonio | |
dc.contributor.coauthor | Pace, Loretta | |
dc.contributor.coauthor | Pini, Alberto | |
dc.contributor.coauthor | Tacca, Maria Cristina | |
dc.contributor.coauthor | Bruffaerts, Nicolas | |
dc.contributor.coauthor | Hoebeke, Lucie | |
dc.contributor.coauthor | Adams-Groom, Beverley | |
dc.contributor.coauthor | Pashley, Catherine H. | |
dc.contributor.coauthor | Satchwell, Jack | |
dc.contributor.coauthor | Skjøth, Carsten | |
dc.contributor.coauthor | Symon, Fiona A. | |
dc.contributor.coauthor | Antunes, Celia M. | |
dc.contributor.coauthor | Caeiro, Elsa | |
dc.contributor.coauthor | Camacho, Irene Gomes Câmara | |
dc.contributor.coauthor | Costa, Ana R. | |
dc.contributor.coauthor | Deus, Ricardo João Ratola Capela | |
dc.contributor.coauthor | Ferreira, Manuel Branco | |
dc.contributor.coauthor | Fonseca, Joao Almeida Lopes | |
dc.contributor.coauthor | Galveias, Ana | |
dc.contributor.coauthor | Ribeiro, Helena | |
dc.contributor.coauthor | Tavares, Beatriz | |
dc.contributor.coauthor | Grewling, Łukasz | |
dc.contributor.coauthor | Grinn-Gofroń, Agnieszka | |
dc.contributor.coauthor | Jurkiewicz, Dariusz | |
dc.contributor.coauthor | Kalinowska, Ewa | |
dc.contributor.coauthor | Lipiec, Agnieszka | |
dc.contributor.coauthor | Myszkowska, Dorota | |
dc.contributor.coauthor | Piotrowska-Weryszko, Krystyna | |
dc.contributor.coauthor | Puc, Malgorzata | |
dc.contributor.coauthor | Rapiejko, Anna | |
dc.contributor.coauthor | Rapiejko, Piotr | |
dc.contributor.coauthor | Weryszko-Chmielewska, Elzbieta | |
dc.contributor.coauthor | Ziemianin, Monika | |
dc.contributor.coauthor | Berman, Dilys | |
dc.contributor.coauthor | Hoek, Werner | |
dc.contributor.coauthor | Manjra, Ahmed Ismail | |
dc.contributor.coauthor | Peter, Jonathan | |
dc.contributor.coauthor | Dahl, Åslög | |
dc.contributor.coauthor | Ekebom, Agneta | |
dc.contributor.coauthor | Stjepanovic, Barbara | |
dc.contributor.coauthor | Večenaj, Ana | |
dc.contributor.coauthor | Çelenk, Sevcan | |
dc.contributor.coauthor | Göksel, Özlem | |
dc.contributor.coauthor | Göksel, Tuncay | |
dc.contributor.coauthor | Güvensen, Aykut A. | |
dc.contributor.coauthor | Munevver, Nur | |
dc.contributor.coauthor | Acar Şahin, Aydar | |
dc.contributor.coauthor | Uğuz, Ulaş U. | |
dc.contributor.coauthor | Kajtor-Apatini, Dóra | |
dc.contributor.coauthor | Magyar, Donat | |
dc.contributor.coauthor | Szigeti, Tamas | |
dc.contributor.coauthor | Sikoparija, Branko | |
dc.contributor.coauthor | Kofol Seliger, Andreja | |
dc.contributor.coauthor | Simčič, Anja | |
dc.contributor.coauthor | Oh, Jae | |
dc.contributor.coauthor | Charalampopoulos, Athanasios | |
dc.contributor.coauthor | Vokou, Despoina | |
dc.contributor.coauthor | Rasmussen, Karen | |
dc.contributor.coauthor | Barrionuevo, Laura Beatriz | |
dc.contributor.coauthor | Ramon, German Dario | |
dc.contributor.coauthor | de Weger, Letty A. | |
dc.contributor.coauthor | Koenders, Mieke M.J.F. | |
dc.contributor.coauthor | van Vliet, Arnold J.H. | |
dc.contributor.coauthor | Dušička, Jozef | |
dc.contributor.coauthor | Lafférsová, Janka | |
dc.contributor.coauthor | Šèevkováč, Jana | |
dc.contributor.coauthor | Rybníček, Ondøej | |
dc.contributor.coauthor | Coates, Frances | |
dc.contributor.coauthor | Jurgens, Dawn | |
dc.contributor.coauthor | Šauliene, Ingrida | |
dc.contributor.coauthor | Severova, Elena | |
dc.contributor.coauthor | Rodinkova, Victoria | |
dc.contributor.coauthor | Bortnyk, Mykyta | |
dc.contributor.coauthor | Palamarchuk, Olena | |
dc.contributor.coauthor | Yasniuk, Maryna | |
dc.contributor.coauthor | Louna-Korteniemi, Maria | |
dc.contributor.coauthor | Pätsi, Sanna | |
dc.contributor.coauthor | Saarto, Annika | |
dc.contributor.coauthor | Toiviainen, Linnea | |
dc.contributor.coauthor | Sozinova, Olga | |
dc.contributor.coauthor | Jia, Peng | |
dc.contributor.department | N/A | |
dc.contributor.department | N/A | |
dc.contributor.kuauthor | Yazıcı, Duygu | |
dc.contributor.kuauthor | Saçkesen, Cansın | |
dc.contributor.kuprofile | PhD Student | |
dc.contributor.kuprofile | Faculty Member | |
dc.contributor.researchcenter | Koç University Research Center for Translational Medicine (KUTTAM) / Koç Üniversitesi Translasyonel Tıp Araştırma Merkezi (KUTTAM) | |
dc.contributor.schoolcollegeinstitute | Graduate School of Health Sciences | |
dc.contributor.schoolcollegeinstitute | School of Medicine | |
dc.contributor.yokid | N/A | |
dc.contributor.yokid | 182537 | |
dc.date.accessioned | 2024-11-09T23:05:34Z | |
dc.date.issued | 2021 | |
dc.description.abstract | Pollen exposure weakens the immunity against certain seasonal respiratory viruses by diminishing the antiviral interferon response. Here we investigate whether the same applies to the pandemic severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), which is sensitive to antiviral interferons, if infection waves coincide with high airborne pollen concentrations. Our original hypothesis was that more airborne pollen would lead to increases in infection rates. To examine this, we performed a cross-sectional and longitudinal data analysis on SARS-CoV-2 infection, airborne pollen, and meteorological factors. Our dataset is the most comprehensive, largest possible worldwide from 130 stations, across 31 countries and five continents. To explicitly investigate the effects of social contact, we additionally considered population density of each study area, as well as lockdown effects, in all possible combinations: without any lockdown, with mixed lockdown−no lockdown regime, and under complete lockdown. We found that airborne pollen, sometimes in synergy with humidity and temperature, explained, on average, 44% of the infection rate variability. Infection rates increased after higher pollen concentrations most frequently during the four previous days. Without lockdown, an increase of pollen abundance by 100 pollen/m3 resulted in a 4% average increase of infection rates. Lockdown halved infection rates under similar pollen concentrations. As there can be no preventive measures against airborne pollen exposure, we suggest wide dissemination of pollen−virus coexposure dire effect information to encourage high-risk individuals to wear particle filter masks during high springtime pollen concentrations. | |
dc.description.indexedby | WoS | |
dc.description.indexedby | Scopus | |
dc.description.indexedby | PubMed | |
dc.description.issue | 12 | |
dc.description.openaccess | YES | |
dc.description.publisherscope | International | |
dc.description.sponsorship | We thank Mr. Luis-Leopold Moelter and Mr. Mehmet Gokkaya for assistance in overall data curation. The study was partly implemented in the frame of the European Cooperation in Science and Technology (EU-COST) program, "New approaches in detection of pathogens and aeroallergens (ADOPT)," Grant CA18226 (EU Framework Program Horizon 2020). D.B. and C.T.-H. were supported by the Helmholtz Climate Initiative (HI-CAM), Mitigation and Adaptation. A.Ch. and D.V. were supported by the Municipality of Thessaloniki, Greece (Directorate for the Management of the Urban Environment, Department of Environment). This research has been partly supported by the European Social Fund (Project 09.3.3-LMT-K-712-010066) under grant agreement with the Research Council of Lithuania (LMTLT). The study was also partly conducted within the frame of the project of the European Community European Regional Development Fund (EC ERDF) and PostDoc Latvia (Grant 1.1.1.2/VIAA/2/18/283). M.S. acknowledges the Academy of Finland (Project PS4A, Grant 318194). We thank the Department of Health and Rehabilitation of Vinnytsia Regional Council, Ukraine, for providing the numbers of COVID-19 cases. A.H.A. acknowledges Angel Chaves and the Government of Navarra: Institute of Public and Labor Health of Navarra, within LIFE-IP NAdatpa-CC (LIFE16 IPC/ES/000001). A.P. was supported by a predoctoral grant financed by the Ministry of Education, Culture and Sports of Spain, in the Program for the Promotion of Talent and its Employability (Grant FPU15/01668). B.S. acknowledges the Ministry of Education, Science, and Technological Development of the Republic of Serbia (Grant 451-03-68/2020-14/200358). C.T.H. acknowledges the Christine Kuhne-Center for Allergy Research and Education (CK-CARE), and The Initiative and Networking Fund of the Helmholtz Association (Immunology & Inflammation). We thank Jan Bumberger, Marcus Karsten, Paul Remmler, Jan C. Simon, and Regina Treudler for data provision and curation from Leipzig, Germany. We thank Claudia Langford Brown and Dana Flanders for statistical advice and scientific discussions. We thank Penelope Jones, Edith Bucher, Reyhan Gumusburun, Haydar Soydaner Karakus, Su Ozgur, and Asli Tetik Vardarli for data curation. | |
dc.description.volume | 118 | |
dc.identifier.doi | 10.1073/pnas.2019034118 | |
dc.identifier.issn | 0027-8424 | |
dc.identifier.link | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85102709458&doi=10.1073%2fpnas.2019034118&partnerID=40&md5=ffab5e056fedfab190e239617a1121f9 | |
dc.identifier.quartile | Q1 | |
dc.identifier.scopus | 2-s2.0-85102709458 | |
dc.identifier.uri | http://dx.doi.org/10.1073/pnas.2019034118 | |
dc.identifier.uri | https://hdl.handle.net/20.500.14288/8834 | |
dc.keywords | COVID-19 | |
dc.keywords | Pollen | |
dc.keywords | Viral infection | |
dc.keywords | Aerobiology | |
dc.language | English | |
dc.publisher | National Academy of Sciences | |
dc.source | Proceedings of the National Academy of Sciences of the United States of America | |
dc.subject | Science and technology | |
dc.title | Higher airborne pollen concentrations correlated with increased SARS-CoV-2 infection rates, as evidenced from 31 countries across the globe | |
dc.type | Journal Article | |
dspace.entity.type | Publication | |
local.contributor.authorid | 0000-0001-9094-6542 | |
local.contributor.authorid | 0000-0002-1115-9805 | |
local.contributor.kuauthor | Yazıcı, Duygu | |
local.contributor.kuauthor | Saçkesen, Cansın |