Please use this identifier to cite or link to this item: http://hdl.handle.net/1942/41988
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dc.contributor.authorMARTENS, Dries-
dc.contributor.authorAN, Dewei-
dc.contributor.authorYu, Yu-Ling-
dc.contributor.authorCHORI, Babangida-
dc.contributor.authorWANG, Congrong-
dc.contributor.authorBENTO FONSECA E SILVA, Ana Inês-
dc.contributor.authorWei, Fang-Fei-
dc.contributor.authorLiu, Chen-
dc.contributor.authorStolarz-Skrzypek, Katarzyna-
dc.contributor.authorRajzer, Marek-
dc.contributor.authorLatosinska, Agnieszka-
dc.contributor.authorMischak, Harald-
dc.contributor.authorStaessen, Jan A.-
dc.contributor.authorNAWROT, Tim-
dc.date.accessioned2024-01-03T13:37:04Z-
dc.date.available2024-01-03T13:37:04Z-
dc.date.issued2023-
dc.date.submitted2023-12-12T10:49:23Z-
dc.identifier.citationENVIRONMENTAL HEALTH PERSPECTIVES, 131 (12) (Art N° 127011)-
dc.identifier.issn0091-6765-
dc.identifier.urihttp://hdl.handle.net/1942/41988-
dc.description.abstractBACKGROUND: A recently developed urinary peptidomics biological aging clock can be used to study accelerated human aging. From 1990 to 2019, exposure to airborne particulate matter (PM) became the leading environmental risk factor worldwide. OBJECTIVES: This study investigated whether air pollution exposure is associated with accelerated urinary peptidomic aging, independent of calendar age, and whether this association is modified by other risk factors. METHODS: In a Flemish population, the urinary peptidomic profile (UPP) age (UPP-age) was derived from the urinary peptidomic profile measured by capillary electrophoresis coupled with mass spectrometry. UPP-age-R was calculated as the residual of the regression of UPP-age on chronological age, which reflects accelerated aging predicted by UPP-age, independent of chronological age. A high-resolution spatial-temporal interpolation method was used to assess each individual's exposure to PM 10 , PM 2:5 , black carbon (BC), and nitrogen dioxide (NO 2). Associations of UPP-age-R with these pollutants were investigated by mixed models, accounting for clustering by residential address and confounders. Effect modifiers of the associations between UPP-age-R and air pollutants that included 18 factors reflecting vascular function, renal function, insulin resistance, lipid metabolism , or inflammation were evaluated. Direct and indirect (via UPP-age-R) effects of air pollution on mortality were evaluated by multivariable-adjusted Cox models. RESULTS: Among 660 participants (50.2% women; mean age: 50.7 y), higher exposure to PM 10 , PM 2:5 , BC, and NO 2 was associated with a higher UPP-age-R. Studying effect modifiers showed that higher plasma levels of desphospho-uncarboxylated matrix Gla protein (dpucMGP), signifying poorer vitamin K status, steepened the slopes of UPP-age-R on the air pollutants. In further analyses among participants with dpucMGP ≥4:26 lg=L (median), an interquartile range (IQR) higher level in PM 10 , PM 2:5 , BC, and NO 2 was associated with a higher UPP-age-R of 2.03 [95% confidence interval (CI): 0.60, 3.46], 2.22 (95% CI: 0.71, 3.74), 2.00 (95% CI: 0.56, 3.43), and 2.09 (95% CI: 0.77, 3.41) y, respectively. UPP-age-R was an indirect mediator of the associations of mortality with the air pollutants [multivariable-adjusted hazard ratios from 1.094 (95% CI: 1.000, 1.196) to 1.110 (95% CI: 1.007, 1.224)] in participants with a high dpucMGP, whereas no direct associations were observed. DISCUSSION: Ambient air pollution was associated with accelerated urinary peptidomics aging, and high vitamin K status showed a potential protective effect in this population. Current guidelines are insufficient to decrease the adverse health effects of airborne pollutants, including healthy aging trajectories.-
dc.description.sponsorshipAcknowledgments FLEMENGHO was supported by the European Union (grants IC15-CT98-0329-EPOGH, LSHM CT 037093-InGenious HyperCare, HEALTH-201550-HyperGenes, HEALTH-278249- EU-MASCARA, HEALTH-305507 HOMAGE), the European Research Council (Advanced Researcher Grant-2011-294713- EPLORE and Proof-of-Concept Grant-713601 uPROPHET), the European Research Area Net for Cardiovascular Diseases (JTC2017-046-PROACT), and the Research Foundation Flanders, Ministry of the Flemish Community, Brussels, Belgium. APPREMED (www.appremed.org) received a nonbinding grant from OMRON Healthcare Co., Ltd., Kyoto, Japan. Dries Martens holds a postdoctoral grant by the Research Foundations Flanders (FWO grants 12X9620N and 12X9623N). Ana Inês Silva has received funding from the European Union’s Horizon 2020 Research and Innovation Programme under grant agreement no. 956780. D.S.M., T.S.N., and J.A.S. conceptualized the study. H.M. and A.L. did the proteomic urine analyses. A.I.S. performed the geographical analyses and constructed the air pollution charts. D.-W.A., Y.-L.Y., F.F.W., K.S.S., M.R., and J.A.S. maintained the FLEMENGHO database. D.S.M., Y.-L.Y., C.W., and J.A.S. did the statistical analysis. D.S.M. and J.A.S. wrote the first draft of the manuscript. D.S.M. and J.A.S. had access to and verified the data reported in this study. All authors interpreted the results, commented on successive drafts of the manuscript and approved the final version. Anonymized participant data will be made available on request directed to the corresponding author. Proposals will be reviewed and approved by the authors with scientific merit and feasibility as the criteria. After approval of a proposal, data can be shared via a secure online platform after signing a data access and confidentiality agreement. Data will be made available for a maximum of 5 y after a data sharing agreement has been signed.-
dc.language.isoen-
dc.publisherUS DEPT HEALTH HUMAN SCIENCES PUBLIC HEALTH SCIENCE-
dc.subject.otherHumans-
dc.subject.otherFemale-
dc.subject.otherMiddle Aged-
dc.subject.otherMale-
dc.subject.otherProspective Studies-
dc.subject.otherVitamin K-
dc.subject.otherEnvironmental Exposure-
dc.subject.otherParticulate Matter-
dc.subject.otherAging-
dc.subject.otherNitrogen Dioxide-
dc.subject.otherBiomarkers-
dc.subject.otherAir Pollution-
dc.subject.otherAir Pollutants-
dc.titleAssociation of Air Pollution with a Urinary Biomarker of Biological Aging and Effect Modification by Vitamin K in the FLEMENGHO Prospective Population Study-
dc.typeJournal Contribution-
dc.identifier.issue12-
dc.identifier.spage127011-
dc.identifier.volume131-
local.bibliographicCitation.jcatA1-
dc.description.notesStaessen, JA (corresponding author), Alliance Promot Prevent Med, Leopoldstraat 59, B-2800 Mechelen, Belgium.-
dc.description.notesjan.staessen@apprerned.org-
local.publisher.placeNATL INST HEALTH, NATL INST ENVIRONMENTAL HEALTH SCIENCES, PO BOX 12233, RES TRIANGLE PK, NC 27709-2233 USA-
local.type.refereedRefereed-
local.type.specifiedArticle-
local.bibliographicCitation.artnr127011-
local.type.programmeH2020-
local.relation.h2020956780-
dc.identifier.doi10.1289/EHP13414-
dc.identifier.pmid38078706-
dc.identifier.isi001174376800020-
dc.identifier.eissn1552-9924-
local.provider.typeCrossRef-
local.description.affiliation[Martens, Dries S.; Chori, Babangida S.; Wang, Congrong; Silva, Ana Ines; Nawrot, Tim S.] Hasselt Univ, Ctr Environm Sci, Hasselt, Belgium.-
local.description.affiliation[An, De-Wei; Staessen, Jan A.] Shanghai Jiaotong Univ Sch Med, Ruijin Hosp, Shanghai Inst Hypertens, Shanghai, Peoples R China.-
local.description.affiliation[An, De-Wei; Yu, Yu-Ling; Chori, Babangida S.; Staessen, Jan A.] Non Profit Res Assoc Alliance Promot Prevent Med, Mechelen, Belgium.-
local.description.affiliation[An, De-Wei; Yu, Yu-Ling; Nawrot, Tim S.] Univ Leuven, KU Leuven Dept Publ Hlth & Primary Care, Res Unit Environm & Hlth, Leuven, Belgium.-
local.description.affiliation[Wei, Fang-Fei; Liu, Chen] First Affiliated Hosp Sun Yat Sen Univ, Dept Cardiol, Guangzhou, Guangdong, Peoples R China.-
local.description.affiliation[Stolarz-Skrzypek, Katarzyna; Rajzer, Marek] Jagiellonian Univ, Dept Cardiol 1, Intervent Electrocardiol & Hypertens, Krakow, Poland.-
local.description.affiliation[Latosinska, Agnieszka; Mischak, Harald] Mosaiques Diagnost GmbH, Hannover, Germany.-
local.description.affiliation[Staessen, Jan A.] Univ Leuven, Biomed Sci Grp, Fac Med, Leuven, Belgium.-
local.description.affiliation[Staessen, Jan A.] Alliance Promot Prevent Med, Leopoldstraat 59, B-2800 Mechelen, Belgium.-
local.uhasselt.internationalyes-
item.fulltextWith Fulltext-
item.fullcitationMARTENS, Dries; AN, Dewei; Yu, Yu-Ling; CHORI, Babangida; WANG, Congrong; BENTO FONSECA E SILVA, Ana Inês; Wei, Fang-Fei; Liu, Chen; Stolarz-Skrzypek, Katarzyna; Rajzer, Marek; Latosinska, Agnieszka; Mischak, Harald; Staessen, Jan A. & NAWROT, Tim (2023) Association of Air Pollution with a Urinary Biomarker of Biological Aging and Effect Modification by Vitamin K in the FLEMENGHO Prospective Population Study. In: ENVIRONMENTAL HEALTH PERSPECTIVES, 131 (12) (Art N° 127011).-
item.accessRightsOpen Access-
item.contributorMARTENS, Dries-
item.contributorAN, Dewei-
item.contributorYu, Yu-Ling-
item.contributorCHORI, Babangida-
item.contributorWANG, Congrong-
item.contributorBENTO FONSECA E SILVA, Ana Inês-
item.contributorWei, Fang-Fei-
item.contributorLiu, Chen-
item.contributorStolarz-Skrzypek, Katarzyna-
item.contributorRajzer, Marek-
item.contributorLatosinska, Agnieszka-
item.contributorMischak, Harald-
item.contributorStaessen, Jan A.-
item.contributorNAWROT, Tim-
crisitem.journal.issn0091-6765-
crisitem.journal.eissn1552-9924-
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