Abstract: Particulate matter (PM) with a diameter of 2.5 µm or smaller (PM2.5) has emerged as a critical environmental toxin affecting skin health. In light of its widespread and often underestimated impact, we designated PM2.5 as the “toxin of the year.” Although PM2.5 primarily affects the respiratory system, growing evidence indicates that it also plays a significant role in cutaneous health. Exposure to PM2.5 can lead to oxidative stress, inflammation, and impairment of the skin barrier, particularly in individuals with preexisting skin conditions. An increasing number of studies highlight an association between PM2.5 exposure and the prevalence and exacerbation of inflammatory skin diseases such as atopic dermatitis and psoriasis. This review therefore focuses on the fundamental mechanisms, including key molecular pathways, by which PM2.5 contributes to skin damage, with an emphasis on its role in the onset and progression of inflammatory skin diseases, as evidenced by population-based studies. A deeper understanding of these processes is crucial for guiding the development of targeted prevention and therapeutic strategies in response to raising environmental pollution. Giving the growing body of evidence, this review aims to consolidate current knowledge and highlight critical gaps in our understanding of PM2.5 impact on inflammatory skin diseases.
Graphical Abstract
Get full access to this article
View all access options for this article.
References
1.
RenF, ShiZ, ShenX, et al.The global, regional, and national burden of stomach cancer attributed to smoking in 204 countries, 1990-2019: A systematic analysis for the Global Burden of Disease Study 2019. Tob Induc Dis. 2024; 22; doi: 10.18332/tid/183803
2.
FangT, DiY, XuY, et al.Temporal trends of particulate matter pollution and its health burden, 1990-2021, with projections to 2036: A systematic analysis for the global burden of disease study 2021. Front Public Health. 2025; 13:1579716; doi: 10.3389/fpubh.2025.1579716
3.
Osornio-VargasAR, BonnerJC, Alfaro-MorenoE, et al.Proinflammatory and cytotoxic effects of Mexico City air pollution particulate matter in vitro are dependent on particle size and composition. Environ Health Perspect. 2003; 111(10):1289–1293; doi: 10.1289/ehp.5913
4.
WuD, ZhangF, LouW, et al.Chemical characterization and toxicity assessment of fine particulate matters emitted from the combustion of petrol and diesel fuels. Sci Total Environ. 2017; 605–606:172–179; doi: 10.1016/j.scitotenv.2017.06.058
5.
KellyFJ, FussellJC. Size, source and chemical composition as determinants of toxicity attributable to ambient particulate matter. Atmos Environ. 2012; 60:504–526.
6.
NgocLTN, ParkD, LeeY, et al.Systematic review and meta-analysis of human skin diseases due to particulate matter. Int J Environ Res Public Health. 2017; 14(12):1458; doi: 10.3390/ijerph14121458
7.
MorganJLL, ShauchukA, MeyersJL, et al.Quantifying the deposition of airborne particulate matter pollution on skin using elemental markers. Environ Sci Technol. 2020; 54(24):15958–15967; doi: 10.1021/acs.est.0c03901
8.
MenichettiA, MordiniD, MontaltiM. Penetration of microplastics and nanoparticles through skin: Effects of size, shape, and surface chemistry. J Xenobiot. 2024; 15(1):6; doi: 10.3390/jox15010006
9.
LaoJY, WangSQ, ChenYQ, et al.Dermal exposure to particle-bound polycyclic aromatic hydrocarbons from barbecue fume as impacted by physicochemical conditions. Environ Pollut. 2020; 260:114080; doi: 10.1016/j.envpol.2020.114080
10.
LaoJY, XieSY, WuCC, et al.Importance of dermal absorption of polycyclic aromatic hydrocarbons derived from barbecue fumes. Environ Sci Technol. 2018; 52(15):8330–8338; doi: 10.1021/acs.est.8b01689
11.
YuDA, JangS, OhnJ, et al.Protective effect of autophagy in particulate matter-induced hair loss. J Dermatol Sci. 2022; 107(3):173–176; doi: 10.1016/j.jdermsci.2022.08.002
12.
AlalaiweA, LinYK, LinCH, et al.The absorption of polycyclic aromatic hydrocarbons into the skin to elicit cutaneous inflammation: The establishment of structure-permeation and in silico-in vitro-in vivo relationships. Chemosphere. 2020; 255:126955; doi: 10.1016/j.chemosphere.2020.126955
HiedaDS, Anastacio da Costa CarvalhoL, Vaz de MelloB, et al.Air particulate matter induces skin barrier dysfunction and water transport alteration on a reconstructed human epidermis model. J Invest Dermatol. 2020; 140(12):2343–2352.e3; doi: 10.1016/j.jid.2020.03.971
15.
MagnaniND, MuresanXM, BelmonteG, et al.Skin damage mechanisms related to airborne particulate matter exposure. Toxicol Sci. 2016; 149(1):227–236; doi: 10.1093/toxsci/kfv230
16.
JinSP, LiZ, ChoiEK, et al.Urban particulate matter in air pollution penetrates into the barrier-disrupted skin and produces ROS-dependent cutaneous inflammatory response in vivo. J Dermatol Sci. 2018:S0923; doi: 10.1016/j.jdermsci.2018.04.015
17.
PająkJ, NowickaD, SzepietowskiJC. Inflammaging and immunosenescence as part of skin aging-A narrative review. Int J Mol Sci. 2023; 24(9):7784; doi: 10.3390/ijms24097784
18.
KrutmannJ, SchikowskiT, MoritaA, et al.Environmentally-induced (extrinsic) skin aging: Exposomal factors and underlying mechanisms. J Invest Dermatol. 2021; 141(4S):1096–1103; doi: 10.1016/j.jid.2020.12.011
19.
DiociaiutiM, BalduzziM, De BerardisB, et al.The two PM(2.5) (fine) and PM(2.5-10) (coarse) fractions: Evidence of different biological activity. Environ Res. 2001; 86(3):254–262; doi: 10.1006/enrs.2001.4275
20.
SiesH, MaillouxRJ, JakobU. Fundamentals of redox regulation in biology. Nat Rev Mol Cell Biol. 2024; 25(9):701–719; doi: 10.1038/s41580-024-00730-2
21.
PardoM, QiuX, ZimmermannR, et al.Particulate matter toxicity is Nrf2 and mitochondria dependent: The roles of metals and polycyclic aromatic hydrocarbons. Chem Res Toxicol. 2020; 33(5):1110–1120; doi: 10.1021/acs.chemrestox.0c00007
22.
MurrayJR, MesarosCA, ArltVM, et al.Role of human aldo-keto reductases in the metabolic activation of the carcinogenic air pollutant 3-nitrobenzanthrone. Chem Res Toxicol. 2018; 31(11):1277–1288; doi: 10.1021/acs.chemrestox.8b00250
23.
ParkJH, MangalD, TackaKA, et al.Evidence for the aldo-keto reductase pathway of polycyclic aromatic trans-dihydrodiol activation in human lung A549 cells. Proc Natl Acad Sci U S A. 2008; 105(19):6846–6851; doi: 10.1073/pnas.0802776105
24.
DijkhoffIM, DraslerB, KarakocakBB, et al.Impact of airborne particulate matter on skin: A systematic review from epidemiology to in vitro studies. Part Fibre Toxicol. 2020; 17(1):35; doi: 10.1186/s12989-020-00366-y
25.
WeissenbergA, SydlikU, PeuschelH, et al.Reactive oxygen species as mediators of membrane-dependent signaling induced by ultrafine particles. Free Radic Biol Med. 2010; 49(4):597–605; doi: 10.1016/j.freeradbiomed.2010.05.011
26.
TacuI, KokalariI, AbollinoO, et al.Mechanistic insights into the role of iron, copper, and carbonaceous component on the oxidative potential of ultrafine particulate matter. Chem Res Toxicol. 2021; 34(3):767–779; doi: 10.1021/acs.chemrestox.0c00399
27.
RisomL, MøllerP, LoftS. Oxidative stress-induced DNA damage by particulate air pollution. Mutat Res. 2005; 592(1–2):119–137; doi: 10.1016/j.mrfmmm.2005.06.012
28.
ZhaoT, YanY, ZhouB, et al.Insights into reactive oxygen species formation induced by water-soluble organic compounds and transition metals using spectroscopic method. J Environ Sci (China). 2023; 124:835–845; doi: 10.1016/j.jes.2022.02.022
29.
KimHB, ChoiMG, ChungBY, et al.Particulate matter 2.5 induces the skin barrier dysfunction and cutaneous inflammation via AhR- and T helper 17 cell-related genes in human skin tissue as identified via transcriptome analysis. Exp Dermatol. 2023; 32(4):547–554; doi: 10.1111/exd.14724
30.
ShiY, ZengZ, LiuJ, et al.Particulate matter promotes hyperpigmentation via AhR/MAPK signaling activation and by increasing alpha-MSH paracrine levels in keratinocytes. Environ Pollut. 2021; 278:116850; doi: 10.1016/j.envpol.2021.116850
31.
AhnY, LeeEJ, LuoE, et al.Particulate matter promotes melanin production through endoplasmic reticulum stress–Mediated IRE1alpha signaling. J Invest Dermatol. 2022; 142(5):1425–1434.e6; doi: 10.1016/j.jid.2021.08.444
32.
HanB, LiX, AiRS, et al.Atmospheric particulate matter aggravates cns demyelination through involvement of TLR-4/NF-kB signaling and microglial activation. Elife. 2022; 11:e72247; doi: 10.7554/eLife.72247
33.
KangKA, PiaoMJ, FernandoP, et al.Particulate matter stimulates the NADPH oxidase system via AhR-mediated epigenetic modifications. Environ Pollut. 2024; 347:123675; doi: 10.1016/j.envpol.2024.123675
34.
LeeCW, LinZC, HuSC, et al.Urban particulate matter down-regulates filaggrin via COX2 expression/PGE2 production leading to skin barrier dysfunction. Sci Rep. 2016; 6:27995; doi: 10.1038/srep27995
35.
WangX, NiuL, KangA, et al.Effects of ambient PM(2.5) on development of psoriasiform inflammation through KRT17-dependent activation of AKT/mTOR/HIF-1α pathway. Ecotoxicol Environ Saf. 2022; 243:114008; doi: 10.1016/j.ecoenv.2022.114008
36.
CostaC, CataniaS, De PasqualeR, et al.Exposure of human skin to benzo[a]pyrene: Role of CYP1A1 and aryl hydrocarbon receptor in oxidative stress generation. Toxicology. 2010; 271(3):83–86; doi: 10.1016/j.tox.2010.02.014
37.
LarigotL, BenoitL, KoualM, et al.Aryl hydrocarbon receptor and its diverse ligands and functions: An exposome receptor. Annu Rev Pharmacol Toxicol. 2022; 62:383–404; doi: 10.1146/annurev-pharmtox-052220-115707
38.
RothhammerV, QuintanaFJ. The aryl hydrocarbon receptor: An environmental sensor integrating immune responses in health and disease. Nat Rev Immunol. 2019; 19(3):184–197; doi: 10.1038/s41577-019-0125-8
39.
PenningTM. Human aldo-keto reductases and the metabolic activation of polycyclic aromatic hydrocarbons. Chem Res Toxicol. 2014; 27(11):1901–1917; doi: 10.1021/tx500298n
40.
MescherM, Haarmann-StemmannT. Modulation of CYP1A1 metabolism: From adverse health effects to chemoprevention and therapeutic options. Pharmacol Ther. 2018; 187:71–87; doi: 10.1016/j.pharmthera.2018.02.012
41.
HartungF, KrutmannJ, Haarmann-StemmannT. Evidence that the aryl hydrocarbon receptor orchestrates oxinflammatory responses and contributes to airborne particulate matter-induced skin aging. Free Radic Biol Med. 2025; 233:264–278; doi: 10.1016/j.freeradbiomed.2025.03.040
RyuYS, KangKA, PiaoMJ, et al.Particulate matter induces inflammatory cytokine production via activation of NFκB by TLR5-NOX4-ROS signaling in human skin keratinocyte and mouse skin. Redox Biol. 2019; 21:101080; doi: 10.1016/j.redox.2018.101080
44.
FernandoP, PiaoMJ, HerathH, et al.Hyperoside reduced particulate matter 2.5-induced endoplasmic reticulum stress and senescence in skin cells. Toxicol In Vitro. 2024; 99:105870; doi: 10.1016/j.tiv.2024.105870
45.
PiaoMJ, AhnMJ, KangKA, et al.Particulate matter 2.5 damages skin cells by inducing oxidative stress, subcellular organelle dysfunction, and apoptosis. Arch Toxicol. 2018; 92(6):2077–2091; doi: 10.1007/s00204-018-2197-9
46.
HuR, XieXY, XuSK, et al.PM(2.5) exposure elicits oxidative stress responses and mitochondrial apoptosis pathway activation in HaCaT Keratinocytes. Chin Med J (Engl). 2017; 130(18):2205–2214; doi: 10.4103/0366-6999.212942
47.
AyalaA, MuñozMF, ArgüellesS. Lipid peroxidation: Production, metabolism, and signaling mechanisms of malondialdehyde and 4-hydroxy-2-nonenal. Oxid Med Cell Longev. 2014; 2014:360438; doi: 10.1155/2014/360438
48.
ZhengY, SunJ, LuoZ, et al.Emerging mechanisms of lipid peroxidation in regulated cell death and its physiological implications. Cell Death Dis. 2024; 15(11):859; doi: 10.1038/s41419-024-07244-x
49.
DiaoP, HeH, TangJ, et al.Natural compounds protect the skin from airborne particulate matter by attenuating oxidative stress. Biomed Pharmacother. 2021; 138:111534; doi: 10.1016/j.biopha.2021.111534
50.
LodoviciM, BigagliE. Oxidative stress and air pollution exposure. J Toxicol. 2011; 2011:487074; doi: 10.1155/2011/487074
51.
KooJ, SimWJ, LimW, et al.Activation of mixed lineage kinase 3 by fine particulate matter induces skin inflammation in human keratinocytes. Toxicol Lett. 2024; 402:38–43; doi: 10.1016/j.toxlet.2024.11.002
52.
GuX, JingD, XiaoY, et al.Association of air pollution and genetic risks with incidence of elderly-onset atopic dermatitis: A prospective cohort study. Ecotoxicol Environ Saf. 2023; 253:114683; doi: 10.1016/j.ecoenv.2023.114683
53.
ParkSK, KimJS, SeoHM. Exposure to air pollution and incidence of atopic dermatitis in the general population: A national population-based retrospective cohort study. J Am Acad Dermatol. 2022; 87(6):1321–1327; doi: 10.1016/j.jaad.2021.05.061
54.
ParkTH, ParkS, ChoMK, et al.Associations of particulate matter with atopic dermatitis and chronic inflammatory skin diseases in South Korea. Clin Exp Dermatol. 2022; 47(2):325–334; doi: 10.1111/ced.14910
55.
WangHL, SunJ, QianZM, et al.Association between air pollution and atopic dermatitis in Guangzhou, China: Modification by age and season. Br J Dermatol. 2021; 184(6):1068–1076; doi: 10.1111/bjd.19645
56.
BaekJO, ChoJ, RohJY. Associations between ambient air pollution and medical care visits for atopic dermatitis. Environ Res. 2021; 195:110153; doi: 10.1016/j.envres.2020.110153
57.
BrunekreefB, StewartAW, AndersonHR, et al.; ISAAC Phase 3 Study Group. Self-reported truck traffic on the street of residence and symptoms of asthma and allergic disease: A global relationship in ISAAC phase 3. Environ Health Perspect. 2009; 117(11):1791–1798; doi: 10.1289/ehp.0800467
58.
KrämerU, SugiriD, RanftU, et al.; GINIplus and LISAplus study groups. Eczema, respiratory allergies, and traffic-related air pollution in birth cohorts from small-town areas. J Dermatol Sci. 2009; 56(2):99–105; doi: 10.1016/j.jdermsci.2009.07.014
59.
MorgensternV, ZutavernA, CyrysJ, et al.; LISA Study Group. Atopic diseases, allergic sensitization, and exposure to traffic-related air pollution in children. Am J Respir Crit Care Med. 2008; 177(12):1331–1337; doi: 10.1164/rccm.200701-036OC
60.
HuangCC, WenHJ, ChenPC, et al.Prenatal air pollutant exposure and occurrence of atopic dermatitis. Br J Dermatol. 2015; 173(4):981–988; doi: 10.1111/bjd.14039
61.
TangKT, KuKC, ChenDY, et al.Adult atopic dermatitis and exposure to air pollutants-a nationwide population-based study. Ann Allergy Asthma Immunol. 2017; 118(3):351–355; doi: 10.1016/j.anai.2016.12.005
62.
SchnassW, HülsA, VierkötterA, et al.Traffic-related air pollution and eczema in the elderly: Findings from the SALIA cohort. Int J Hyg Environ Health. 2018; 221(6):861–867; doi: 10.1016/j.ijheh.2018.06.002
63.
LeeYL, LiCW, SungFC, et al.Environmental factors, parental atopy and atopic eczema in primary-school children: A cross-sectional study in Taiwan. Br J Dermatol. 2007; 157(6):1217–1224; doi: 10.1111/j.1365-2133.2007.08215.x
64.
SongS, LeeK, LeeYM, et al.Acute health effects of urban fine and ultrafine particles on children with atopic dermatitis. Environ Res. 2011; 111(3):394–399; doi: 10.1016/j.envres.2010.10.010
65.
KimJ, KimEH, OhI, et al.Symptoms of atopic dermatitis are influenced by outdoor air pollution. J Allergy Clin Immunol. 2013; 132(2):495–498.e1; doi: 10.1016/j.jaci.2013.04.019
66.
Solis-SotoMT, PatiñoA, NowakD, et al.Association between environmental factors and current asthma, rhinoconjunctivitis and eczema symptoms in school-aged children from Oropeza Province–Bolivia: A cross-sectional study. Environ Health. 2013; 12:95; doi: 10.1186/1476-069x-12-95
67.
LeeJY, LamichhaneDK, LeeM, et al.Preventive effect of residential green space on infantile atopic dermatitis associated with prenatal air pollution exposure. Int J Environ Res Public Health. 2018; 15(1):102; doi: 10.3390/ijerph15010102
68.
OhI, LeeJ, AhnK, et al.Association between particulate matter concentration and symptoms of atopic dermatitis in children living in an industrial urban area of South Korea. Environ Res. 2018; 160:462–468; doi: 10.1016/j.envres.2017.10.030
69.
LopezDJ, LodgeCJ, BuiDS, et al.Association between ambient air pollution and development and persistence of atopic and non-atopic eczema in a cohort of adults. Allergy. 2021; 76(8):2524–2534; doi: 10.1111/all.14783
70.
LuoP, WangD, LuoJ, et al.Relationship between air pollution and childhood atopic dermatitis in Chongqing, China: A time-series analysis. Front Public Health. 2022; 10:990464; doi: 10.3389/fpubh.2022.990464
71.
KellerJP, DunlopJH, RyderNA, et al.Long-term ambient air pollution and childhood eczema in the United States. Environ Health Perspect. 2022; 130(5):57702; doi: 10.1289/ehp11281
72.
AguileraI, PedersenM, Garcia-EstebanR, et al.Early-life exposure to outdoor air pollution and respiratory health, ear infections, and eczema in infants from the INMA study. Environ Health Perspect. 2013; 121(3):387–392; doi: 10.1289/ehp.1205281
73.
AsherMI, StewartAW, MallolJ, et al.; ISAAC Phase One Study Group. Which population level environmental factors are associated with asthma, rhinoconjunctivitis and eczema? Review of the ecological analyses of ISAAC Phase One. Respir Res. 2010; 11(1):8; doi: 10.1186/1465-9921-11-8
74.
GehringU, WijgaAH, BrauerM, et al.Traffic-related air pollution and the development of asthma and allergies during the first 8 years of life. Am J Respir Crit Care Med. 2010; 181(6):596–603; doi: 10.1164/rccm.200906-0858OC
75.
VogeleyC, KressS, LangD, et al.A gene variant of AKR1C3 contributes to interindividual susceptibilities to atopic dermatitis triggered by particulate air pollution. Allergy. 2023; 78(5):1372–1375; doi: 10.1111/all.15622
76.
AutonA, BrooksLD, DurbinRM, et al.; The 1000 Genomes Project Consortium. A global reference for human genetic variation. Nature. 2015; 526(7571):68–74; doi: 10.1038/nature15393
YamashitaN, TanakaK, MiyakeY. Association between maternal anemia during pregnancy and risk of eczema in early childhood: A cohort study in Japan. Allergol Immunopathol (Madr). 2025; 53(1):106–111; doi: 10.15586/aei.v53i1.1194
79.
BhudaM, WichmannJ, ShirindeJ. Association between outdoor and indoor air pollution sources and atopic eczema among preschool children in South Africa. Int J Environ Res Public Health. 2024; 21(3):326; doi: 10.3390/ijerph21030326
80.
LiuW, CaiJ, HuangC, et al.Associations of gestational and early life exposures to ambient air pollution with childhood atopic eczema in Shanghai, China. Sci Total Environ. 2016; 572:34–42; doi: 10.1016/j.scitotenv.2016.07.197
81.
Annesi-MaesanoI, CaillaudD, LavaudF, et al.[Exposure to fine air particles and occurrence of allergic diseases: Results of ISAAC-France phase 2]. Arch Pediatr. 2009; 16(3):299–305; doi: 10.1016/j.arcped.2008.12.004
82.
HülsA, AbramsonMJ, SugiriD, et al.Nonatopic eczema in elderly women: Effect of air pollution and genes. J Allergy Clin Immunol. 2019; 143(1):378–385.e9; doi: 10.1016/j.jaci.2018.09.031
83.
PalmerCN, IrvineAD, Terron-KwiatkowskiA, et al.Common loss-of-function variants of the epidermal barrier protein filaggrin are a major predisposing factor for atopic dermatitis. Nat Genet. 2006; 38(4):441–446; doi: 10.1038/ng1767
84.
LeeE, KimJH, LeeSY, et al.Association of IL13 genetic polymorphisms with atopic dermatitis: Fine mapping and haplotype analysis. Ann Allergy Asthma Immunol. 2020; 125(3):287–293; doi: 10.1016/j.anai.2020.04.023
85.
Armengot-CarboM, Hernández-MartínÁ, TorreloA. The role of filaggrin in the skin barrier and disease development. Actas Dermosifiliogr. 2015; 106(2):86–95; doi: 10.1016/j.ad.2013.10.019
86.
BeckLA, CorkMJ, AmagaiM, et al.Type 2 Inflammation Contributes to Skin Barrier Dysfunction in Atopic Dermatitis. JID Innov. 2022; 2(5):100131; doi: 10.1016/j.xjidi.2022.100131
87.
MantelA, Carpenter-MendiniAB, VanbuskirkJB, et al.Aldo-keto reductase 1C3 is expressed in differentiated human epidermis, affects keratinocyte differentiation, and is upregulated in atopic dermatitis. J Invest Dermatol. 2012; 132(4):1103–1110; doi: 10.1038/jid.2011.412
88.
VogeleyC, SondermannNC, WoesteS, et al.Unraveling the differential impact of PAHs and dioxin-like compounds on AKR1C3 reveals the EGFR extracellular domain as a critical determinant of the AHR response. Environ Int. 2022; 158:106989; doi: 10.1016/j.envint.2021.106989
89.
BurczynskiME, LinHK, PenningTM. Isoform-specific induction of a human aldo-keto reductase by polycyclic aromatic hydrocarbons (PAHs), electrophiles, and oxidative stress: Implications for the alternative pathway of PAH activation catalyzed by human dihydrodiol dehydrogenase. Cancer Res. 1999; 59(3):607–614.
90.
OymarK, AksnesL. Urinary 9alpha,11beta-prostaglandin F(2) in children with atopic eczema/dermatitis syndrome: An indicator of mast cell activation? Acta Derm Venereol. 2004; 84(5):359–362; doi: 10.1080/00015550410035515
91.
HidakaT, OgawaE, KobayashiEH, et al.The aryl hydrocarbon receptor AhR links atopic dermatitis and air pollution via induction of the neurotrophic factor artemin. Nat Immunol. 2017; 18(1):64–73; doi: 10.1038/ni.3614
92.
WooYR, ParkSY, ChoiK, et al.Air pollution and atopic dermatitis (ad): The impact of particulate matter (PM(10)) on an AD mouse-model. Int J Mol Sci. 2020; 21(17):6079; doi: 10.3390/ijms21176079
93.
KabashimaK, OtsukaA, NomuraT. Linking air pollution to atopic dermatitis. Nat Immunol. 2016; 18(1):5–6; doi: 10.1038/ni.3615
94.
KwackMH, BangJS, LeeWJ. Preventative effects of antioxidants against PM(10) on serum IgE concentration, mast cell counts, inflammatory cytokines, and keratinocyte differentiation markers in DNCB-induced atopic dermatitis mouse model. Antioxidants (Basel). 2022; 11(7):1334; doi: 10.3390/antiox11071334
95.
BaeYJ, ParkKY, HanHS, et al.Effects of particulate matter in a mouse model of oxazolone-induced atopic dermatitis. Ann Dermatol. 2020; 32(6):496–507; doi: 10.5021/ad.2020.32.6.496
96.
PaikK, NaJI, HuhCH, et al.Particulate matter and its molecular effects on skin: Implications for various skin diseases. Int J Mol Sci. 2024; 25(18):9888; doi: 10.3390/ijms25189888
97.
RohYJ, ChoiYH, ShinSH, et al.Adipose tissue-derived exosomes alleviate particulate matter-induced inflammatory response and skin barrier damage in atopic dermatitis-like triple-cell model. PLoS One. 2024; 19(1):e0292050; doi: 10.1371/journal.pone.0292050
98.
LiF, DongY, NiC, et al.Fine particulate matter (PM2.5) is a risk factor for dermatitis by promoting the expression of thymic stromal lymphopoietin (TSLP) in keratinocytes. Indian J Dermatol. 2020; 65(2):92–96; doi: 10.4103/ijd.IJD_520_18
99.
WuJ, ChenH, YangR, et al.Short-term exposure to ambient fine particulate matter and psoriasis: A time-series analysis in Beijing, China. Front Public Health. 2022; 10:1015197; doi: 10.3389/fpubh.2022.1015197
100.
BellinatoF, AdamiG, VaientiS, et al.Association between short-term exposure to environmental air pollution and psoriasis flare. JAMA Dermatol. 2022; 158(4):375–381; doi: 10.1001/jamadermatol.2021.6019
101.
LanJ, HuangQ, YangL, et al.Effects of ambient air pollution on outpatient visits for psoriasis in Wuhan, China: A time-series analysis. Br J Dermatol. 2023; 188(4):491–498; doi: 10.1093/bjd/ljac124
102.
WuJ, MaY, YangJ, et al.Exposure to air pollution, genetic susceptibility, and psoriasis risk in the UK. JAMA Netw Open. 2024; 7(7):e2421665; doi: 10.1001/jamanetworkopen.2024.21665
103.
XiongY, XiaY, ZhangX, et al.Joint exposure to multiple air pollutants, genetic risk and incident psoriasis: A large-scale prospective cohort study. Br J Dermatol. 2025; 192(3):420–429; doi: 10.1093/bjd/ljae391
104.
TollefsonMM, CrowsonCS, McEvoyMT, et al.Incidence of psoriasis in children: A population-based study. J Am Acad Dermatol. 2010; 62(6):979–987; doi: 10.1016/j.jaad.2009.07.029
105.
KimHJ, BaeIH, SonED, et al.Transcriptome analysis of airborne PM(2.5)-induced detrimental effects on human keratinocytes. Toxicol Lett. 2017; 273:26–35; doi: 10.1016/j.toxlet.2017.03.010
106.
ChengZ, LiangX, LiangS, et al.A human embryonic stem cell-based in vitro model revealed that ultrafine carbon particles may cause skin inflammation and psoriasis. J Environ Sci (China). 2020; 87:194–204; doi: 10.1016/j.jes.2019.06.016
107.
D’AmicoF, SkarmoutsouE, GranataM, et al.S100A7: A rAMPing up AMP molecule in psoriasis. Cytokine Growth Factor Rev. 2016; 32:97–104; doi: 10.1016/j.cytogfr.2016.01.002
108.
ChristmannC, ZenkerS, MartensL, et al.Interleukin 17 promotes expression of alarmins S100A8 and S100A9 during the inflammatory response of keratinocytes. Front Immunol. 2020; 11:599947; doi: 10.3389/fimmu.2020.599947
109.
VierkotterA, SchikowskiT, RanftU, et al.Airborne particle exposure and extrinsic skin aging. J Invest Dermatol. 2010; 130(12):2719–2726; doi: 10.1038/jid.2010.204
110.
LefebvreMA, PhamDM, BoussouiraB, et al.Evaluation of the impact of urban pollution on the quality of skin: A multicentre study in Mexico. Int J Cosmet Sci. 2015; 37(3):329–338; doi: 10.1111/ics.12203
111.
LefebvreMA, PhamDM, BoussouiraB, et al.Consequences of urban pollution upon skin status. A controlled study in Shanghai area. Int J Cosmet Sci. 2016; 38(3):217–223; doi: 10.1111/ics.12270
112.
FlamentF, BourokbaN, NouveauS, et al.A severe chronic outdoor urban pollution alters some facial aging signs in Chinese women. A tale of two cities. Int J Cosmet Sci. 2018; 40(5):467–481; doi: 10.1111/ics.12487
113.
PengF, XueCH, HwangSK, et al.Exposure to fine particulate matter associated with senile lentigo in Chinese women: A cross-sectional study. J Eur Acad Dermatol Venereol. 2017; 31(2):355–360; doi: 10.1111/jdv.13834
114.
DingA, YangY, ZhaoZ, et al.Indoor PM(2.5) exposure affects skin aging manifestation in a Chinese population. Sci Rep. 2017; 7(1):15329; doi: 10.1038/s41598-017-15295-8
115.
LiM, VierkotterA, SchikowskiT, et al.Epidemiological evidence that indoor air pollution from cooking with solid fuels accelerates skin aging in Chinese women. J Dermatol Sci. 2015; 79(2):148–154; doi: 10.1016/j.jdermsci.2015.04.001
116.
VierkotterA, KrutmannJ. Environmental influences on skin aging and ethnic-specific manifestations. Dermatoendocrinol. 2012; 4(3):227–231; doi: 10.4161/derm.19858
117.
PilkingtonSM, Bulfone-PausS, GriffithsCEM, et al.Inflammaging and the skin. J Invest Dermatol. 2021; 141(4S):1087–1095; doi: 10.1016/j.jid.2020.11.006
118.
CoppeJP, PatilCK, RodierF, et al.Senescence-associated secretory phenotypes reveal cell-nonautonomous functions of oncogenic RAS and the p53 tumor suppressor. PLoS Biol. 2008; 6(12):2853–2868; doi: 10.1371/journal.pbio.0060301
119.
Waldera LupaDM, KalfalahF, SafferlingK, et al.Characterization of skin aging-associated secreted proteins (SAASP) produced by dermal fibroblasts isolated from intrinsically aged human skin. J Invest Dermatol. 2015; 135(8):1954–1968; doi: 10.1038/jid.2015.120
120.
KangKA, PiaoMJ, FernandoP, et al.Korean red ginseng attenuates particulate matter-induced senescence of skin keratinocytes. Antioxidants (Basel). 2023; 12(8):1516; doi: 10.3390/antiox12081516
ChangTM, YangTY, HuangHC. Nicotinamide mononucleotide and coenzyme Q10 protects fibroblast senescence induced by particulate matter preconditioned mast cells. Int J Mol Sci. 2022; 23(14):7539; doi: 10.3390/ijms23147539
123.
Yardman-FrankJM, FisherDE. Skin pigmentation and its control: From ultraviolet radiation to stem cells. Exp Dermatol. 2021; 30(4):560–571; doi: 10.1111/exd.14260
124.
Grether-BeckS, FelsnerI, BrendenH, et al.Air pollution-induced tanning of human skin. Br J Dermatol. 2021; 185(5):1026–1034; doi: 10.1111/bjd.20483
125.
ChanTK, BramonoD, BourokbaN, et al.Polycyclic aromatic hydrocarbons regulate the pigmentation pathway and induce DNA damage responses in keratinocytes, a process driven by systemic immunity. J Dermatol Sci. 2021; 104(2):83–94; doi: 10.1016/j.jdermsci.2021.09.003
126.
LueckeS, BacklundM, JuxB, et al.The aryl hydrocarbon receptor (AHR), a novel regulator of human melanogenesis. Pigment Cell Melanoma Res. 2010; 23(6):828–833; doi: 10.1111/j.1755-148X.2010.00762.x
ShibaharaS, TakedaK, YasumotoK, et al.Microphthalmia-associated transcription factor (MITF): Multiplicity in structure, function, and regulation. J Investig Dermatol Symp Proc. 2001; 6(1):99–104; doi: 10.1046/j.0022-202x.2001.00010.x
129.
NakamuraM, UedaY, HayashiM, et al.Tobacco smoke-induced skin pigmentation is mediated by the aryl hydrocarbon receptor. Exp Dermatol. 2013; 22(8):556–558; doi: 10.1111/exd.12170
130.
SondermannNC, FaßbenderS, HartungF, et al.Functions of the aryl hydrocarbon receptor (AHR) beyond the canonical AHR/ARNT signaling pathway. Biochem Pharmacol. 2023; 208:115371; doi: 10.1016/j.bcp.2022.115371
131.
ColeMA, QuanT, VoorheesJJ, et al.Extracellular matrix regulation of fibroblast function: Redefining our perspective on skin aging. J Cell Commun Signal. 2018; 12(1):35–43; doi: 10.1007/s12079-018-0459-1
132.
ReynoldsWJ, HansonPS, CritchleyA, et al.Exposing human primary dermal fibroblasts to particulate matter induces changes associated with skin aging. Faseb J. 2020; 34(11):14725–14735; doi: 10.1096/fj.202001357R
133.
TengWL, HuangPH, WangHC, et al.Pterostilbene attenuates particulate matter-induced oxidative stress, inflammation and aging in keratinocytes. Antioxidants (Basel). 2021; 10(10):1552; doi: 10.3390/antiox10101552
134.
ShinKO, UchidaY, ParkK. Diesel particulate extract accelerates premature skin aging in human fibroblasts via Ceramide-1-phosphate-mediated signaling pathway. Int J Mol Sci. 2022; 23(5):2691; doi: 10.3390/ijms23052691
135.
KimM, SonD, ShinS, et al.Protective effects of Camellia japonica flower extract against urban air pollutants. BMC Complement Altern Med. 2019; 19(1):30; doi: 10.1186/s12906-018-2405-4
136.
BaeJE, MinD, ChoiJY, et al.Primary ciliogenesis by 2-isopropylmalic acid prevents PM2.5-induced inflammatory response and MMP-1 activation in human dermal fibroblasts and a 3-D-skin model. Int J Mol Sci. 2021; 22(20):10941; doi: 10.3390/ijms222010941
137.
WangL, LeeW, CuiYR, et al.Protective effect of green tea catechin against urban fine dust particle-induced skin aging by regulation of NF-kappaB, AP-1, and MAPKs signaling pathways. Environ Pollut. 2019; 252(Pt B):1318–1324; doi: 10.1016/j.envpol.2019.06.029
138.
ShinJW, LeeHS, NaJI, et al.Resveratrol inhibits particulate matter-induced inflammatory responses in human keratinocytes. Int J Mol Sci. 2020; 21(10):3446; doi: 10.3390/ijms21103446
139.
QiaoY, LiQ, DuHY, et al.Airborne polycyclic aromatic hydrocarbons trigger human skin cells aging through aryl hydrocarbon receptor. Biochem Biophys Res Commun. 2017; 488(3):445–452; doi: 10.1016/j.bbrc.2017.04.160
140.
KimD, YunJ, RohE, et al.Higenamine reduces fine-dust-induced matrix metalloproteinase (MMP)-1 in human keratinocytes. Plants (Basel). 2023; 12(13):2479; doi: 10.3390/plants12132479
141.
HyunYJ, PiaoMJ, KangKA, et al.Effect of fermented fish oil on fine particulate matter-induced skin aging. Mar Drugs. 2019; 17(1):61; doi: 10.3390/md17010061
142.
VerdinA, CazierF, FitoussiR, et al.An in vitro model to evaluate the impact of environmental fine particles (PM(0.3-2.5)) on skin damage. Toxicol Lett. 2019; 305:94–102; doi: 10.1016/j.toxlet.2019.01.016
143.
MurphyKA, VillanoCM, DornR, et al.Interaction between the aryl hydrocarbon receptor and retinoic acid pathways increases matrix metalloproteinase-1 expression in keratinocytes. J Biol Chem. 2004; 279(24):25284–25293; doi: 10.1074/jbc.M402168200
144.
OnoY, ToriiK, FritscheE, et al.Role of the aryl hydrocarbon receptor in tobacco smoke extract-induced matrix metalloproteinase-1 expression. Exp Dermatol. 2013; 22(5):349–353; doi: 10.1111/exd.12148
145.
BauerRN, Diaz-SanchezD, JaspersI. Effects of air pollutants on innate immunity: The role of toll-like receptors and nucleotide-binding oligomerization domain-like receptors. J Allergy Clin Immunol. 2012; 129(1):14–24; quiz 25-6; doi: 10.1016/j.jaci.2011.11.004
146.
ParkSY, ByunEJ, LeeJD, et al.Air pollution, autophagy, and skin aging: Impact of particulate matter (PM(10)) on human dermal fibroblasts. Int J Mol Sci. 2018; 19(9):2727; doi: 10.3390/ijms19092727
147.
PerkinsAC, ChengCE, HillebrandGG, et al.Comparison of the epidemiology of acne vulgaris among Caucasian, Asian, Continental Indian and African American women. J Eur Acad Dermatol Venereol. 2011; 25(9):1054–1060; doi: 10.1111/j.1468-3083.2010.03919.x
148.
KrutmannJ, MoyalD, LiuW, et al.Pollution and acne: Is there a link? Clin Cosmet Investig Dermatol. 2017; 10:199–204; doi: 10.2147/ccid.S131323
149.
Nouveau-RichardS, ZhuW, LiYH, et al.Oily skin: Specific features in Chinese women. Skin Res Technol. 2007; 13(1):43–48; doi: 10.1111/j.1600-0846.2006.00185.x
150.
ChanFY, ChioCP, YuanTH, et al.Association between PM2.5 and skin redness features in Taiwan. PLOS Glob Public Health. 2025; 5(3):e0004357; doi: 10.1371/journal.pgph.0004357
151.
MourelatosK, EadyEA, CunliffeWJ, et al.Temporal changes in sebum excretion and propionibacterial colonization in preadolescent children with and without acne. Br J Dermatol. 2007; 156(1):22–31; doi: 10.1111/j.1365-2133.2006.07517.x
152.
El HaddadC, GerbakaNE, HallitS, et al.Association between exposure to ambient air pollution and occurrence of inflammatory acne in the adult population. BMC Public Health. 2021; 21(1):1664; doi: 10.1186/s12889-021-11738-0
153.
LiX, ZhouLX, YangLL, et al.The relationship between short-term PM(2.5) exposure and outpatient visits for acne vulgaris in Chongqing, China: A time-series study. Environ Sci Pollut Res Int. 2022; 29(40):61502–61511; doi: 10.1007/s11356-022-20236-8
154.
SuoD, ZengS, ZhangJ, et al.PM2.5 induces apoptosis, oxidative stress injury and melanin metabolic disorder in human melanocytes. Exp Ther Med. 2020; 19(5):3227–3238; doi: 10.3892/etm.2020.8590
155.
HuH, YangX, ChenQ, et al.Causal association between air pollution and autoimmune diseases: A two-sample Mendelian randomization study. Front Public Health. 2024; 12:1333811; doi: 10.3389/fpubh.2024.1333811
156.
WangJ, ZhangY, LiB, et al.Eczema, facial erythema, and seborrheic dermatitis symptoms among young adults in China in relation to ambient air pollution, climate, and home environment. Indoor Air. 2022; 32(1):e12918; doi: 10.1111/ina.12918
157.
SalemAS, IbrahimHS, AbdelazizHH, et al.Implications of cigarette smoking on early-onset androgenetic alopecia: A cross-sectional Study. J Cosmet Dermatol. 2021; 20(4):1318–1324; doi: 10.1111/jocd.13727
158.
LeeYB, LeeWS. Alopecia areata and particulate matter: A 5-year retrospective study in Korea. J Eur Acad Dermatol Venereol. 2020; 34(11):e751–e754; doi: 10.1111/jdv.16611
159.
JunMS, KwackMH, KimMK, et al.Particulate matters induce apoptosis in human hair follicular keratinocytes. Ann Dermatol. 2020; 32(5):388–394; doi: 10.5021/ad.2020.32.5.388
160.
BoonpethkaewS, CharoensuksiraS, MeephansanJ, et al.The influence of air pollution on skin microbiome: A link to skin barrier dysfunction. Arch Dermatol Res. 2024; 316(10):710; doi: 10.1007/s00403-024-03448-5
161.
MisraN, ClavaudC, GuinotF, et al.Multi-omics analysis to decipher the molecular link between chronic exposure to pollution and human skin dysfunction. Sci Rep. 2021; 11(1):18302; doi: 10.1038/s41598-021-97572-1
162.
LeungMHY, TongX, ShenZ, et al.Skin microbiome differentiates into distinct cutotypes with unique metabolic functions upon exposure to polycyclic aromatic hydrocarbons. Microbiome. 2023; 11(1):124; doi: 10.1186/s40168-023-01564-4
163.
DuS, TongX, LeungMHY, et al.Chronic exposure to polycyclic aromatic hydrocarbons alters skin virome composition and virus-host interactions. Isme J. 2024; 18(1):wrae218; doi: 10.1093/ismejo/wrae218
164.
LeeE, AhnH, ParkS, et al.Staphylococcus epidermidis WF2R11 suppresses PM(2.5)-mediated activation of the aryl hydrocarbon receptor in HaCaT keratinocytes. Probiotics Antimicrob Proteins. 2022; 14(5):915–933; doi: 10.1007/s12602-022-09922-8
165.
HeJ, WangT, LiH, et al.Synergistic toxicity of fine particulate matter and ozone and their underlying mechanisms. Toxics. 2025; 13(4):236; doi: 10.3390/toxics13040236
166.
LiQ, ShangJ, ZhuT. Physicochemical characteristics and toxic effects of ozone-oxidized black carbon particles. Atmos Environ. 2013; 81:68–75; doi: 10.1016/j.atmosenv.2013.08.043
167.
KasumbaJ, HolménBA. Heterogeneous ozonation reactions of PAHs and fatty acid methyl esters in biodiesel particulate matter. Atmos Environ. 2018; 175:15–24; doi: 10.1016/j.atmosenv.2017.11.051
168.
DelavalMN, CzechH, AlmasaleekhM, et al.The efficiency of EURO 6d car particulate filters is compromised by atmospheric aging: In vitro toxicity of gasoline car exhaust. Sci Adv. 2025; 11(22):eadq2348; doi: 10.1126/sciadv.adq2348
169.
MisawaK, SekineY, KusukuboY, et al.Photocatalytic degradation of atmospheric fine particulate matter (PM(2.5)) collected on TiO(2) supporting quartz fibre filter. Environ Technol. 2020; 41(10):1266–1274; doi: 10.1080/09593330.2018.1530696
170.
BurkeKE, WeiH. Synergistic damage by UVA radiation and pollutants. Toxicol Ind Health. 2009; 25(4–5):219–224; doi: 10.1177/0748233709106067
171.
XiaQ, ChiangHM, YinJJ, et al.UVA photoirradiation of benzo[a]pyrene metabolites: Induction of cytotoxicity, reactive oxygen species, and lipid peroxidation. Toxicol Ind Health. 2015; 31(10):898–910; doi: 10.1177/0748233713484648
172.
HulsA, SugiriD, FuksK, et al.Lentigine formation in Caucasian women-interaction between particulate matter and solar UVR. J Invest Dermatol. 2019; 139(4):974–976; doi: 10.1016/j.jid.2018.09.034
173.
SaladiR, AustinL, GaoD, et al.The combination of benzo[a]pyrene and ultraviolet A causes an in vivo time-related accumulation of DNA damage in mouse skin. Photochem Photobiol. 2003; 77(4):413–419; doi: 10.1562/0031-8655(2003)077<0413:tcobau>2.0.co;2
174.
LiuZ, LuY, RosensteinB, et al.Benzo[a]pyrene enhances the formation of 8-hydroxy-2’-deoxyguanosine by ultraviolet A radiation in calf thymus DNA and human epidermoid carcinoma cells. Biochemistry. 1998; 37(28):10307–10312; doi: 10.1021/bi980606o
175.
WangY, GaoD, AtencioDP, et al.Combined subcarcinogenic benzo[a]pyrene and UVA synergistically caused high tumor incidence and mutations in H-ras gene, but not p53, in SKH-1 hairless mouse skin. Int J Cancer. 2005; 116(2):193–199; doi: 10.1002/ijc.21039
176.
KelfkensG, de GruijlFR, van der LeunJC. Tumorigenesis by short-wave ultraviolet A: Papillomas versus squamous cell carcinomas. Carcinogenesis. 1991; 12(8):1377–1382; doi: 10.1093/carcin/12.8.1377
177.
DengY, YangQ, GaoL, et al.Concentrations, profiles, and risk assessment of organic UV filters in atmospheric PM2.5 from Beijing, China. Atmos Environ. 2025; 351:121210; doi: 10.1016/j.atmosenv.2025.121210
178.
LiZZ, ZhongWL, HuH, et al.Aryl hydrocarbon receptor polymorphisms are associated with dry skin phenotypes in Chinese patients with atopic dermatitis. Clin Exp Dermatol. 2019; 44(6):613–619; doi: 10.1111/ced.13841
179.
ShaonMA, AnsariF, MahmudZ, et al.Aldo-keto reductase family 1 member C3 (AKR1C3) gene polymorphism (rs12529) is associated with breast cancer in Bangladeshi population: A case-control study and computational investigation. PLoS One. 2025; 20(6):e0318079; doi: 10.1371/journal.pone.0318079
180.
LanQ, MumfordJL, ShenM, et al.Oxidative damage-related genes AKR1C3 and OGG1 modulate risks for lung cancer due to exposure to PAH-rich coal combustion emissions. Carcinogenesis. 2004; 25(11):2177–2181; doi: 10.1093/carcin/bgh240
181.
GreiseneggerE, NovakN, MaintzL, et al.Analysis of four prevalent filaggrin mutations (R501X, 2282del4, R2447X and S3247X) in Austrian and German patients with atopic dermatitis. J Eur Acad Dermatol Venereol. 2010; 24(5):607–610; doi: 10.1111/j.1468-3083.2009.03469.x
182.
ThyssenJP, JohansenJD, CarlsenBC, et al.The filaggrin null genotypes R501X and 2282del4 seem not to be associated with psoriasis: Results from general population study and meta-analysis. J Eur Acad Dermatol Venereol. 2012; 26(6):782–784; doi: 10.1111/j.1468-3083.2011.04107.x
183.
ChangYC, WuWM, ChenCH, et al.Association between P478S polymorphism of the filaggrin gene and risk of psoriasis in a Chinese population in Taiwan. Arch Dermatol Res. 2008; 300(3):133–137; doi: 10.1007/s00403-007-0821-2
184.
SrivastavaDSL, JainVK, VermaP, et al.Polymorphism of glutathione S-transferase M1 and T1 genes and susceptibility to psoriasis disease: A study from North India. Indian J Dermatol Venereol Leprol. 2018; 84(1):39–44; doi: 10.4103/ijdvl.IJDVL_1128_16
185.
WangIJ, GuoYL, LinTJ, et al.GSTM1, GSTP1, prenatal smoke exposure, and atopic dermatitis. Ann Allergy Asthma Immunol. 2010; 105(2):124–129; doi: 10.1016/j.anai.2010.04.017
186.
YounisS, JavedQ. The interleukin-6 and interleukin-1A gene promoter polymorphism is associated with the pathogenesis of acne vulgaris. Arch Dermatol Res. 2015; 307(4):365–370; doi: 10.1007/s00403-014-1519-x
187.
BiałeckaM, OstaszR, KurzawskiM, et al.IL6 -174G>C polymorphism is associated with an increased risk of psoriasis but not response to treatment. Exp Dermatol. 2015; 24(2):146–147; doi: 10.1111/exd.12577
188.
MiyakeY, KiyoharaC, KoyanagiM, et al.Case-control study of eczema associated with IL13 genetic polymorphisms in Japanese children. Int Arch Allergy Immunol. 2011; 154(4):328–335; doi: 10.1159/000321825
189.
LiaoN, ZhaoH, ChenML, et al.Association of the IL-13 polymorphisms rs1800925 and rs20541 with chronic obstructive pulmonary disease risk: An updated meta-analysis. Medicine (Baltimore). 2017; 96(47):e8556; doi: 10.1097/md.0000000000008556
190.
VierkötterA, SchikowskiT, SugiriD, et al.MMP-1 and -3 promoter variants are indicative of a common susceptibility for skin and lung aging: Results from a cohort of elderly women (SALIA). J Invest Dermatol. 2015; 135(5):1268–1274; doi: 10.1038/jid.2015.7
191.
JohanssonH, MershaTB, BrandtEB, et al.Interactions between environmental pollutants and genetic susceptibility in asthma risk. Curr Opin Immunol. 2019; 60:156–162; doi: 10.1016/j.coi.2019.07.010
192.
YanbaevaDG, DentenerMA, CreutzbergEC, et al.Systemic inflammation in COPD: Is genetic susceptibility a key factor? COPD. 2006; 3(1):51–61; doi: 10.1080/15412550500493436
193.
StandlM, Budu-AggreyA, JohnstonLJ, et al.; BIOMAP Consortium. Gene-environment interaction affects risk of atopic eczema: Population and in vitro studies. Allergy. 2025; 80(8):2201–2212; doi: 10.1111/all.16605