Publication:
Higher airborne pollen concentrations correlated with increased SARS-CoV-2 infection rates, as evidenced from 31 countries across the globe

dc.contributor.coauthorDamialis, Athanasios
dc.contributor.coauthorGilles, Stefanie
dc.contributor.coauthorSofiev, Mikhail
dc.contributor.coauthorSofieva, Viktoria
dc.contributor.coauthorKolek, Franziska
dc.contributor.coauthorBayr, Daniela
dc.contributor.coauthorPlaza, Maria P.
dc.contributor.coauthorLeier-Wirtz, Vivien
dc.contributor.coauthorKaschuba, Sigrid
dc.contributor.coauthorZiska, Lewis H.
dc.contributor.coauthorBielory, Leonard
dc.contributor.coauthorMakra, László
dc.contributor.coauthordel Mar Trigo, Maria
dc.contributor.coauthorTraidl-Hoffmann, Claudia
dc.contributor.coauthorOliver, Gilles
dc.contributor.coauthorPham-Thi, Nhân
dc.contributor.coauthorThibaudon, Michel
dc.contributor.coauthorArino, Arturo H.
dc.contributor.coauthorBelmonte, Jordina
dc.contributor.coauthorCervigon Morales, Patricia
dc.contributor.coauthorDe Linares, Concepción
dc.contributor.coauthorFernández, Delia
dc.contributor.coauthorFernández-Rodriguez, Santiago
dc.contributor.coauthorGabaldón Arguisuelas, Antonia
dc.contributor.coauthorGalán, Carmen
dc.contributor.coauthorGonzález-Alonso, Mónica
dc.contributor.coauthorLara, Beatriz
dc.contributor.coauthorMoreno Grau, José María
dc.contributor.coauthorOteros, José
dc.contributor.coauthorPérez-Badia, Rosa
dc.contributor.coauthorPérez-De-Zabalza, Anabel
dc.contributor.coauthorPicornell, Antonio
dc.contributor.coauthorRecio, Marta
dc.contributor.coauthorRobles, Estrella
dc.contributor.coauthorRodríguez-Fernández, Alberto
dc.contributor.coauthorRodríguez-Rajo, F. Javier
dc.contributor.coauthorRojo, Jesús
dc.contributor.coauthorRuiz Valenzuela, Luis
dc.contributor.coauthorBergmann, Karl-Christian
dc.contributor.coauthorWerchan, Barbora
dc.contributor.coauthorWerchan, Matthias
dc.contributor.coauthorButers, Jeroen T.M.
dc.contributor.coauthorBastl, Maximilian
dc.contributor.coauthorDunker, Susanne
dc.contributor.coauthorHornick, Thomas
dc.contributor.coauthorGonzález Roldán, Nestor
dc.contributor.coauthorGilge, Stefan
dc.contributor.coauthorClot, Bernard
dc.contributor.coauthorFinemann, Stanley
dc.contributor.coauthorFord, Linda
dc.contributor.coauthorGomez, Robert Anthony
dc.contributor.coauthorKamboj, Sanjay
dc.contributor.coauthorWilhelm, Wayne
dc.contributor.coauthorBeggs, Paul J.
dc.contributor.coauthorBurton, Pamela
dc.contributor.coauthorDavies, Janet M.
dc.contributor.coauthorHaberle, Simon Graeme
dc.contributor.coauthorKatelaris, Constance Helen
dc.contributor.coauthorKeaney, Ben
dc.contributor.coauthorMilic, Andelija
dc.contributor.coauthorMiller, Victoria
dc.contributor.coauthorvan Haeften, Shanice
dc.contributor.coauthorBonini, Maira
dc.contributor.coauthorBordin, Anna
dc.contributor.coauthorCeriotti, Valentina
dc.contributor.coauthorCristofolini, Fabiana
dc.contributor.coauthorCristofori, Antonella
dc.contributor.coauthorGottardini, Elena
dc.contributor.coauthorMarcer, Guido
dc.contributor.coauthorMarraccini, Paolo
dc.contributor.coauthorMascagni, Paolo
dc.contributor.coauthorMeriggi, Antonio
dc.contributor.coauthorPace, Loretta
dc.contributor.coauthorPini, Alberto
dc.contributor.coauthorTacca, Maria Cristina
dc.contributor.coauthorBruffaerts, Nicolas
dc.contributor.coauthorHoebeke, Lucie
dc.contributor.coauthorAdams-Groom, Beverley
dc.contributor.coauthorPashley, Catherine H.
dc.contributor.coauthorSatchwell, Jack
dc.contributor.coauthorSkjøth, Carsten
dc.contributor.coauthorSymon, Fiona A.
dc.contributor.coauthorAntunes, Celia M.
dc.contributor.coauthorCaeiro, Elsa
dc.contributor.coauthorCamacho, Irene Gomes Câmara
dc.contributor.coauthorCosta, Ana R.
dc.contributor.coauthorDeus, Ricardo João Ratola Capela
dc.contributor.coauthorFerreira, Manuel Branco
dc.contributor.coauthorFonseca, Joao Almeida Lopes
dc.contributor.coauthorGalveias, Ana
dc.contributor.coauthorRibeiro, Helena
dc.contributor.coauthorTavares, Beatriz
dc.contributor.coauthorGrewling, Łukasz
dc.contributor.coauthorGrinn-Gofroń, Agnieszka
dc.contributor.coauthorJurkiewicz, Dariusz
dc.contributor.coauthorKalinowska, Ewa
dc.contributor.coauthorLipiec, Agnieszka
dc.contributor.coauthorMyszkowska, Dorota
dc.contributor.coauthorPiotrowska-Weryszko, Krystyna
dc.contributor.coauthorPuc, Malgorzata
dc.contributor.coauthorRapiejko, Anna
dc.contributor.coauthorRapiejko, Piotr
dc.contributor.coauthorWeryszko-Chmielewska, Elzbieta
dc.contributor.coauthorZiemianin, Monika
dc.contributor.coauthorBerman, Dilys
dc.contributor.coauthorHoek, Werner
dc.contributor.coauthorManjra, Ahmed Ismail
dc.contributor.coauthorPeter, Jonathan
dc.contributor.coauthorDahl, Åslög
dc.contributor.coauthorEkebom, Agneta
dc.contributor.coauthorStjepanovic, Barbara
dc.contributor.coauthorVečenaj, Ana
dc.contributor.coauthorÇelenk, Sevcan
dc.contributor.coauthorGöksel, Özlem
dc.contributor.coauthorGöksel, Tuncay
dc.contributor.coauthorGüvensen, Aykut A.
dc.contributor.coauthorMunevver, Nur
dc.contributor.coauthorAcar Şahin, Aydar
dc.contributor.coauthorUğuz, Ulaş U.
dc.contributor.coauthorKajtor-Apatini, Dóra
dc.contributor.coauthorMagyar, Donat
dc.contributor.coauthorSzigeti, Tamas
dc.contributor.coauthorSikoparija, Branko
dc.contributor.coauthorKofol Seliger, Andreja
dc.contributor.coauthorSimčič, Anja
dc.contributor.coauthorOh, Jae
dc.contributor.coauthorCharalampopoulos, Athanasios
dc.contributor.coauthorVokou, Despoina
dc.contributor.coauthorRasmussen, Karen
dc.contributor.coauthorBarrionuevo, Laura Beatriz
dc.contributor.coauthorRamon, German Dario
dc.contributor.coauthorde Weger, Letty A.
dc.contributor.coauthorKoenders, Mieke M.J.F.
dc.contributor.coauthorvan Vliet, Arnold J.H.
dc.contributor.coauthorDušička, Jozef
dc.contributor.coauthorLafférsová, Janka
dc.contributor.coauthorŠèevkováč, Jana
dc.contributor.coauthorRybníček, Ondøej
dc.contributor.coauthorCoates, Frances
dc.contributor.coauthorJurgens, Dawn
dc.contributor.coauthorŠauliene, Ingrida
dc.contributor.coauthorSeverova, Elena
dc.contributor.coauthorRodinkova, Victoria
dc.contributor.coauthorBortnyk, Mykyta
dc.contributor.coauthorPalamarchuk, Olena
dc.contributor.coauthorYasniuk, Maryna
dc.contributor.coauthorLouna-Korteniemi, Maria
dc.contributor.coauthorPätsi, Sanna
dc.contributor.coauthorSaarto, Annika
dc.contributor.coauthorToiviainen, Linnea
dc.contributor.coauthorSozinova, Olga
dc.contributor.coauthorJia, Peng
dc.contributor.departmentN/A
dc.contributor.departmentN/A
dc.contributor.kuauthorYazıcı, Duygu
dc.contributor.kuauthorSaçkesen, Cansın
dc.contributor.kuprofilePhD Student
dc.contributor.kuprofileFaculty Member
dc.contributor.researchcenterKoç University Research Center for Translational Medicine (KUTTAM) / Koç Üniversitesi Translasyonel Tıp Araştırma Merkezi (KUTTAM)
dc.contributor.schoolcollegeinstituteGraduate School of Health Sciences
dc.contributor.schoolcollegeinstituteSchool of Medicine
dc.contributor.yokidN/A
dc.contributor.yokid182537
dc.date.accessioned2024-11-09T23:05:34Z
dc.date.issued2021
dc.description.abstractPollen 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.indexedbyWoS
dc.description.indexedbyScopus
dc.description.indexedbyPubMed
dc.description.issue12
dc.description.openaccessYES
dc.description.publisherscopeInternational
dc.description.sponsorshipWe 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.volume118
dc.identifier.doi10.1073/pnas.2019034118
dc.identifier.issn0027-8424
dc.identifier.linkhttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85102709458&doi=10.1073%2fpnas.2019034118&partnerID=40&md5=ffab5e056fedfab190e239617a1121f9
dc.identifier.quartileQ1
dc.identifier.scopus2-s2.0-85102709458
dc.identifier.urihttp://dx.doi.org/10.1073/pnas.2019034118
dc.identifier.urihttps://hdl.handle.net/20.500.14288/8834
dc.keywordsCOVID-19
dc.keywordsPollen
dc.keywordsViral infection
dc.keywordsAerobiology
dc.languageEnglish
dc.publisherNational Academy of Sciences
dc.sourceProceedings of the National Academy of Sciences of the United States of America
dc.subjectScience and technology
dc.titleHigher airborne pollen concentrations correlated with increased SARS-CoV-2 infection rates, as evidenced from 31 countries across the globe
dc.typeJournal Article
dspace.entity.typePublication
local.contributor.authorid0000-0001-9094-6542
local.contributor.authorid0000-0002-1115-9805
local.contributor.kuauthorYazıcı, Duygu
local.contributor.kuauthorSaçkesen, Cansın

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