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Published in: BMC Public Health 1/2024

Open Access 01-12-2024 | Anemia | Research

Association of ambient air pollution with hemoglobin levels and anemia in the general population of Korean adults

Authors: Juyeon Hwang, Hyun-Jin Kim

Published in: BMC Public Health | Issue 1/2024

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Abstract

Background

Emerging evidence has suggested significant associations between ambient air pollution and changes in hemoglobin levels or anemia in specific vulnerable groups, but few studies have assessed this relationship in the general population. This study aimed to evaluate the association between long-term exposure to air pollution and hemoglobin concentrations or anemia in general adults in South Korea.

Methods

A total of 69,830 Korean adults from a large-scale nationwide survey were selected for our final analysis. Air pollutants included particulate matter with an aerodynamic diameter less than or equal to 10 micrometers (PM10), particulate matter with an aerodynamic diameter less than or equal to 2.5 micrometers, nitrogen dioxide, sulfur dioxide (SO2), and carbon monoxide (CO). We measured the serum hemoglobin concentration to assess anemia for each participant.

Results

In the fully adjusted model, exposure levels to PM10, SO2, and CO for one and two years were significantly associated with decreased hemoglobin concentrations (all p < 0.05), with effects ranging from 0.15 to 0.62% per increase in interquartile range (IQR) for each air pollutant. We also showed a significant association of annual exposure to PM10 with anemia (p = 0.0426); the odds ratio (OR) [95% confidence interval (CI)] for anemia per each increase in IQR in PM10 was estimated to be 1.039 (1.001–1.079). This association was also found in the 2-year duration of exposure (OR = 1.046; 95% CI = 1.009–1.083; adjusted Model 2). In addition, CO exposure during two years was closely related to anemia (OR = 1.046; 95% CI = 1.004–1.091; adjusted Model 2).

Conclusions

This study provides the first evidence that long-term exposure to air pollution, especially PM10, is significantly associated with reduced hemoglobin levels and anemia in the general adult population.
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Literature
1.
go back to reference Hunt JM. Reversing productivity losses from iron deficiency: the economic case. J Nutr. 2002;132(4 Suppl):S794–801.CrossRef Hunt JM. Reversing productivity losses from iron deficiency: the economic case. J Nutr. 2002;132(4 Suppl):S794–801.CrossRef
2.
go back to reference Collaborators GBDA. Prevalence, years lived with disability, and trends in anaemia burden by severity and cause, 1990–2021: findings from the global burden of Disease Study 2021. Lancet Haematol. 2023;10(9):e713–34.CrossRef Collaborators GBDA. Prevalence, years lived with disability, and trends in anaemia burden by severity and cause, 1990–2021: findings from the global burden of Disease Study 2021. Lancet Haematol. 2023;10(9):e713–34.CrossRef
3.
go back to reference Groenveld HF, Januzzi JL, Damman K, van Wijngaarden J, Hillege HL, van Veldhuisen DJ, van der Meer P. Anemia and mortality in heart failure patients a systematic review and meta-analysis. J Am Coll Cardiol. 2008;52(10):818–27.CrossRefPubMed Groenveld HF, Januzzi JL, Damman K, van Wijngaarden J, Hillege HL, van Veldhuisen DJ, van der Meer P. Anemia and mortality in heart failure patients a systematic review and meta-analysis. J Am Coll Cardiol. 2008;52(10):818–27.CrossRefPubMed
4.
go back to reference Scicchitano P, Iacoviello M, Massari A, De Palo M, Potenza A, Landriscina R, Abruzzese S, Tangorra M, Guida P, Ciccone MM et al. Anaemia and Congestion in Heart Failure: Correlations and Prognostic Role. Biomedicines 2023, 11(3). Scicchitano P, Iacoviello M, Massari A, De Palo M, Potenza A, Landriscina R, Abruzzese S, Tangorra M, Guida P, Ciccone MM et al. Anaemia and Congestion in Heart Failure: Correlations and Prognostic Role. Biomedicines 2023, 11(3).
5.
go back to reference Stauder R, Valent P, Theurl I. Anemia at older age: etiologies, clinical implications, and management. Blood. 2018;131(5):505–14.CrossRefPubMed Stauder R, Valent P, Theurl I. Anemia at older age: etiologies, clinical implications, and management. Blood. 2018;131(5):505–14.CrossRefPubMed
6.
go back to reference Endris BS, Dinant GJ, Gebreyesus SH, Spigt M. Risk factors of anemia among preschool children in Ethiopia: a bayesian geo-statistical model. BMC Nutr. 2022;8(1):2.CrossRefPubMedPubMedCentral Endris BS, Dinant GJ, Gebreyesus SH, Spigt M. Risk factors of anemia among preschool children in Ethiopia: a bayesian geo-statistical model. BMC Nutr. 2022;8(1):2.CrossRefPubMedPubMedCentral
7.
go back to reference Gupta A, Ramakrishnan L, Pandey RM, Sati HC, Khandelwal R, Khenduja P, Kapil U. Risk factors of anemia amongst elderly population living at high-altitude region of India. J Family Med Prim Care. 2020;9(2):673–82.CrossRefPubMedPubMedCentral Gupta A, Ramakrishnan L, Pandey RM, Sati HC, Khandelwal R, Khenduja P, Kapil U. Risk factors of anemia amongst elderly population living at high-altitude region of India. J Family Med Prim Care. 2020;9(2):673–82.CrossRefPubMedPubMedCentral
8.
go back to reference Krishnapillai A, Omar MA, Ariaratnam S, Awaluddin S, Sooryanarayana R, Kiau HB, Tauhid NM, Ghazali SS. The prevalence of Anemia and its Associated factors among older persons: findings from the National Health and Morbidity Survey (NHMS) 2015. Int J Environ Res Public Health 2022, 19(9). Krishnapillai A, Omar MA, Ariaratnam S, Awaluddin S, Sooryanarayana R, Kiau HB, Tauhid NM, Ghazali SS. The prevalence of Anemia and its Associated factors among older persons: findings from the National Health and Morbidity Survey (NHMS) 2015. Int J Environ Res Public Health 2022, 19(9).
9.
go back to reference Elbarbary M, Honda T, Morgan G, Guo Y, Guo Y, Kowal P, Negin J. Ambient Air Pollution Exposure Association with anaemia prevalence and haemoglobin levels in Chinese older adults. Int J Environ Res Public Health 2020, 17(9). Elbarbary M, Honda T, Morgan G, Guo Y, Guo Y, Kowal P, Negin J. Ambient Air Pollution Exposure Association with anaemia prevalence and haemoglobin levels in Chinese older adults. Int J Environ Res Public Health 2020, 17(9).
10.
go back to reference Honda T, Pun VC, Manjourides J, Suh H. Anemia prevalence and hemoglobin levels are associated with long-term exposure to air pollution in an older population. Environ Int. 2017;101:125–32.CrossRefPubMedPubMedCentral Honda T, Pun VC, Manjourides J, Suh H. Anemia prevalence and hemoglobin levels are associated with long-term exposure to air pollution in an older population. Environ Int. 2017;101:125–32.CrossRefPubMedPubMedCentral
11.
go back to reference Mehta U, Dey S, Chowdhury S, Ghosh S, Hart JE, Kurpad A. The Association between ambient PM(2.5) exposure and Anemia outcomes among children under five years of age in India. Environ Epidemiol. 2021;5(1):e125.CrossRefPubMedPubMedCentral Mehta U, Dey S, Chowdhury S, Ghosh S, Hart JE, Kurpad A. The Association between ambient PM(2.5) exposure and Anemia outcomes among children under five years of age in India. Environ Epidemiol. 2021;5(1):e125.CrossRefPubMedPubMedCentral
12.
go back to reference Morales-Ancajima VC, Tapia V, Vu BN, Liu Y, Alarcon-Yaquetto DE, Gonzales GF. Increased Outdoor PM(2.5) Concentration Is Associated with Moderate/Severe Anemia in Children Aged 6–59 Months in Lima, Peru. J Environ Public Health 2019, 2019:6127845. Morales-Ancajima VC, Tapia V, Vu BN, Liu Y, Alarcon-Yaquetto DE, Gonzales GF. Increased Outdoor PM(2.5) Concentration Is Associated with Moderate/Severe Anemia in Children Aged 6–59 Months in Lima, Peru. J Environ Public Health 2019, 2019:6127845.
13.
go back to reference Xie G, Yue J, Yang W, Yang L, Xu M, Sun L, Zhang B, Guo L, Chung MC. Effects of PM(2.5) and its constituents on hemoglobin during the third trimester in pregnant women. Environ Sci Pollut Res Int. 2022;29(23):35193–203.CrossRefPubMedPubMedCentral Xie G, Yue J, Yang W, Yang L, Xu M, Sun L, Zhang B, Guo L, Chung MC. Effects of PM(2.5) and its constituents on hemoglobin during the third trimester in pregnant women. Environ Sci Pollut Res Int. 2022;29(23):35193–203.CrossRefPubMedPubMedCentral
14.
go back to reference Ghio AJ, Soukup JM, Dailey LA, Madden MC. Air pollutants disrupt iron homeostasis to impact oxidant generation, biological effects, and tissue injury. Free Radic Biol Med. 2020;151:38–55.CrossRefPubMedPubMedCentral Ghio AJ, Soukup JM, Dailey LA, Madden MC. Air pollutants disrupt iron homeostasis to impact oxidant generation, biological effects, and tissue injury. Free Radic Biol Med. 2020;151:38–55.CrossRefPubMedPubMedCentral
15.
go back to reference Forbes LJ, Patel MD, Rudnicka AR, Cook DG, Bush T, Stedman JR, Whincup PH, Strachan DP, Anderson RH. Chronic exposure to outdoor air pollution and markers of systemic inflammation. Epidemiology. 2009;20(2):245–53.CrossRefPubMed Forbes LJ, Patel MD, Rudnicka AR, Cook DG, Bush T, Stedman JR, Whincup PH, Strachan DP, Anderson RH. Chronic exposure to outdoor air pollution and markers of systemic inflammation. Epidemiology. 2009;20(2):245–53.CrossRefPubMed
16.
go back to reference Li W, Dorans KS, Wilker EH, Rice MB, Ljungman PL, Schwartz JD, Coull BA, Koutrakis P, Gold DR, Keaney JF Jr., et al. Short-term exposure to Ambient Air Pollution and biomarkers of systemic inflammation: the Framingham Heart Study. Arterioscler Thromb Vasc Biol. 2017;37(9):1793–800.CrossRefPubMedPubMedCentral Li W, Dorans KS, Wilker EH, Rice MB, Ljungman PL, Schwartz JD, Coull BA, Koutrakis P, Gold DR, Keaney JF Jr., et al. Short-term exposure to Ambient Air Pollution and biomarkers of systemic inflammation: the Framingham Heart Study. Arterioscler Thromb Vasc Biol. 2017;37(9):1793–800.CrossRefPubMedPubMedCentral
17.
go back to reference Morceau F, Dicato M, Diederich M. Pro-inflammatory cytokine-mediated anemia: regarding molecular mechanisms of erythropoiesis. Mediators Inflamm. 2009;2009:405016.CrossRefPubMed Morceau F, Dicato M, Diederich M. Pro-inflammatory cytokine-mediated anemia: regarding molecular mechanisms of erythropoiesis. Mediators Inflamm. 2009;2009:405016.CrossRefPubMed
18.
go back to reference van Eeden SF, Tan WC, Suwa T, Mukae H, Terashima T, Fujii T, Qui D, Vincent R, Hogg JC. Cytokines involved in the systemic inflammatory response induced by exposure to particulate matter air pollutants (PM(10)). Am J Respir Crit Care Med. 2001;164(5):826–30.CrossRefPubMed van Eeden SF, Tan WC, Suwa T, Mukae H, Terashima T, Fujii T, Qui D, Vincent R, Hogg JC. Cytokines involved in the systemic inflammatory response induced by exposure to particulate matter air pollutants (PM(10)). Am J Respir Crit Care Med. 2001;164(5):826–30.CrossRefPubMed
19.
go back to reference Nagababu E, Gulyani S, Earley CJ, Cutler RG, Mattson MP, Rifkind JM. Iron-deficiency anaemia enhances red blood cell oxidative stress. Free Radic Res. 2008;42(9):824–9.CrossRefPubMedPubMedCentral Nagababu E, Gulyani S, Earley CJ, Cutler RG, Mattson MP, Rifkind JM. Iron-deficiency anaemia enhances red blood cell oxidative stress. Free Radic Res. 2008;42(9):824–9.CrossRefPubMedPubMedCentral
22.
go back to reference Lin Q, Ye T, Ye P, Borghi C, Cro S, Damasceno A, Khan N, Nilsson PM, Prabhakaran D, Ramirez A, et al. Hypertension in stroke survivors and associations with national premature stroke mortality: data for 2.5 million participants from multinational screening campaigns. Lancet Glob Health. 2022;10(8):e1141–9.CrossRefPubMed Lin Q, Ye T, Ye P, Borghi C, Cro S, Damasceno A, Khan N, Nilsson PM, Prabhakaran D, Ramirez A, et al. Hypertension in stroke survivors and associations with national premature stroke mortality: data for 2.5 million participants from multinational screening campaigns. Lancet Glob Health. 2022;10(8):e1141–9.CrossRefPubMed
23.
go back to reference Donnelly JP, Nair S, Griffin R, Baddley JW, Safford MM, Wang HE, Shapiro NI. Association of Diabetes and insulin therapy with risk of hospitalization for infection and 28-Day mortality risk. Clin Infect Dis. 2017;64(4):435–42.PubMed Donnelly JP, Nair S, Griffin R, Baddley JW, Safford MM, Wang HE, Shapiro NI. Association of Diabetes and insulin therapy with risk of hospitalization for infection and 28-Day mortality risk. Clin Infect Dis. 2017;64(4):435–42.PubMed
24.
go back to reference Guralnik J, Ershler W, Artz A, Lazo-Langner A, Walston J, Pahor M, Ferrucci L, Evans WJ. Unexplained anemia of aging: etiology, health consequences, and diagnostic criteria. J Am Geriatr Soc. 2022;70(3):891–9.CrossRefPubMed Guralnik J, Ershler W, Artz A, Lazo-Langner A, Walston J, Pahor M, Ferrucci L, Evans WJ. Unexplained anemia of aging: etiology, health consequences, and diagnostic criteria. J Am Geriatr Soc. 2022;70(3):891–9.CrossRefPubMed
25.
go back to reference Akbarpour E, Paridar Y, Mohammadi Z, Mard A, Danehchin L, Abolnezhadian F, Azadpour S, Rahimi Z, Zamani M, Cheraghian B, et al. Anemia prevalence, severity, types, and correlates among adult women and men in a multiethnic Iranian population: the Khuzestan Comprehensive Health Study (KCHS). BMC Public Health. 2022;22(1):168.CrossRefPubMedPubMedCentral Akbarpour E, Paridar Y, Mohammadi Z, Mard A, Danehchin L, Abolnezhadian F, Azadpour S, Rahimi Z, Zamani M, Cheraghian B, et al. Anemia prevalence, severity, types, and correlates among adult women and men in a multiethnic Iranian population: the Khuzestan Comprehensive Health Study (KCHS). BMC Public Health. 2022;22(1):168.CrossRefPubMedPubMedCentral
26.
go back to reference Bayoumi I, Parkin PC, Birken CS, Maguire JL, Borkhoff CM, Collaboration TAK. Association of Family Income and Risk of Food Insecurity with Iron Status in Young Children. JAMA Netw Open. 2020;3(7):e208603.CrossRefPubMed Bayoumi I, Parkin PC, Birken CS, Maguire JL, Borkhoff CM, Collaboration TAK. Association of Family Income and Risk of Food Insecurity with Iron Status in Young Children. JAMA Netw Open. 2020;3(7):e208603.CrossRefPubMed
27.
go back to reference Oliveira MA, Osorio MM, Raposo MC. Socioeconomic and dietary risk factors for anemia in children aged 6 to 59 months. J Pediatr (Rio J). 2007;83(1):39–46.CrossRefPubMed Oliveira MA, Osorio MM, Raposo MC. Socioeconomic and dietary risk factors for anemia in children aged 6 to 59 months. J Pediatr (Rio J). 2007;83(1):39–46.CrossRefPubMed
29.
go back to reference Zamani M, Poustchi H, Shayanrad A, Pourfarzi F, Farjam M, Noemani K, Ghaderi E, Mohammadkarimi V, Kahnooji M, Mansour-Ghanaei F, et al. Prevalence and determinants of anemia among Iranian population aged >/=35 years: a PERSIAN cohort-based cross-sectional study. PLoS ONE. 2022;17(2):e0263795.CrossRefPubMedPubMedCentral Zamani M, Poustchi H, Shayanrad A, Pourfarzi F, Farjam M, Noemani K, Ghaderi E, Mohammadkarimi V, Kahnooji M, Mansour-Ghanaei F, et al. Prevalence and determinants of anemia among Iranian population aged >/=35 years: a PERSIAN cohort-based cross-sectional study. PLoS ONE. 2022;17(2):e0263795.CrossRefPubMedPubMedCentral
30.
go back to reference Gela YY, Belay DG, Chilot D, Andualem AA, Bitew DA, Sinamaw D, Eshetu HB, Seid AM, Simegn W, Kibret AA, et al. Prevalence of anemia and associated factors among adult hypertensive patients in Referral hospitals, Amhara Regional State. Sci Rep. 2023;13(1):14329.CrossRefPubMedPubMedCentral Gela YY, Belay DG, Chilot D, Andualem AA, Bitew DA, Sinamaw D, Eshetu HB, Seid AM, Simegn W, Kibret AA, et al. Prevalence of anemia and associated factors among adult hypertensive patients in Referral hospitals, Amhara Regional State. Sci Rep. 2023;13(1):14329.CrossRefPubMedPubMedCentral
31.
go back to reference Poursafa P, Kelishadi R, Amini A, Amini A, Amin MM, Lahijanzadeh M, Modaresi M. Association of air pollution and hematologic parameters in children and adolescents. J Pediatr (Rio J). 2011;87(4):350–6.CrossRefPubMed Poursafa P, Kelishadi R, Amini A, Amini A, Amin MM, Lahijanzadeh M, Modaresi M. Association of air pollution and hematologic parameters in children and adolescents. J Pediatr (Rio J). 2011;87(4):350–6.CrossRefPubMed
33.
go back to reference Filippini T, Hatch EE, Rothman KJ, Heck JE, Park AS, Crippa A, Orsini N, Vinceti M. Association between Outdoor Air Pollution and Childhood Leukemia: a systematic review and dose-response Meta-analysis. Environ Health Perspect. 2019;127(4):46002.CrossRefPubMed Filippini T, Hatch EE, Rothman KJ, Heck JE, Park AS, Crippa A, Orsini N, Vinceti M. Association between Outdoor Air Pollution and Childhood Leukemia: a systematic review and dose-response Meta-analysis. Environ Health Perspect. 2019;127(4):46002.CrossRefPubMed
34.
go back to reference Khorrami Z, Pourkhosravani M, Eslahi M, Rezapour M, Akbari ME, Amini H, Taghavi-Shahri SM, Kunzli N, Etemad K, Khanjani N. Multiple air pollutants exposure and leukaemia incidence in Tehran, Iran from 2010 to 2016: a retrospective cohort study. BMJ Open. 2022;12(6):e060562.CrossRefPubMedPubMedCentral Khorrami Z, Pourkhosravani M, Eslahi M, Rezapour M, Akbari ME, Amini H, Taghavi-Shahri SM, Kunzli N, Etemad K, Khanjani N. Multiple air pollutants exposure and leukaemia incidence in Tehran, Iran from 2010 to 2016: a retrospective cohort study. BMJ Open. 2022;12(6):e060562.CrossRefPubMedPubMedCentral
35.
go back to reference Kreis C, Heritier H, Scheinemann K, Hengartner H, de Hoogh K, Roosli M, Spycher BD. Childhood cancer and traffic-related air pollution in Switzerland: a nationwide census-based cohort study. Environ Int. 2022;166:107380.CrossRefPubMed Kreis C, Heritier H, Scheinemann K, Hengartner H, de Hoogh K, Roosli M, Spycher BD. Childhood cancer and traffic-related air pollution in Switzerland: a nationwide census-based cohort study. Environ Int. 2022;166:107380.CrossRefPubMed
36.
go back to reference Nikolic M, Nikic D, Stankovic A. Effects of Air Pollution on Red Blood cells in children. Pol J Environ. 2008;17(2):267–71. Nikolic M, Nikic D, Stankovic A. Effects of Air Pollution on Red Blood cells in children. Pol J Environ. 2008;17(2):267–71.
37.
go back to reference Puett RC, Poulsen AH, Taj T, Ketzel M, Geels C, Brandt J, Christensen JH, Sorensen M, Roswall N, Hvidtfeldt U, et al. Relationship of leukaemias with long-term ambient air pollution exposures in the adult Danish population. Br J Cancer. 2020;123(12):1818–24.CrossRefPubMedPubMedCentral Puett RC, Poulsen AH, Taj T, Ketzel M, Geels C, Brandt J, Christensen JH, Sorensen M, Roswall N, Hvidtfeldt U, et al. Relationship of leukaemias with long-term ambient air pollution exposures in the adult Danish population. Br J Cancer. 2020;123(12):1818–24.CrossRefPubMedPubMedCentral
38.
go back to reference Seaton A, Soutar A, Crawford V, Elton R, McNerlan S, Cherrie J, Watt M, Agius R, Stout R. Particulate air pollution and the blood. Thorax. 1999;54(11):1027–32.CrossRefPubMedPubMedCentral Seaton A, Soutar A, Crawford V, Elton R, McNerlan S, Cherrie J, Watt M, Agius R, Stout R. Particulate air pollution and the blood. Thorax. 1999;54(11):1027–32.CrossRefPubMedPubMedCentral
39.
go back to reference Taj T, Poulsen AH, Ketzel M, Geels C, Brandt J, Christensen JH, Puett R, Hvidtfeldt UA, Sorensen M, Raaschou-Nielsen O. Exposure to PM(2.5) constituents and risk of adult leukemia in Denmark: a population-based case-control study. Environ Res. 2021;196:110418.CrossRefPubMed Taj T, Poulsen AH, Ketzel M, Geels C, Brandt J, Christensen JH, Puett R, Hvidtfeldt UA, Sorensen M, Raaschou-Nielsen O. Exposure to PM(2.5) constituents and risk of adult leukemia in Denmark: a population-based case-control study. Environ Res. 2021;196:110418.CrossRefPubMed
40.
go back to reference Xue Y, Cong J, Bai Y, Zheng P, Hu G, Kang Y, Wu Y, Cui L, Jia G, Wang T. Associations between Short-Term Air Pollution exposure and the peripheral leukocyte distribution in the Adult Male Population in Beijing, China. Int J Environ Res Public Health 2023, 20(6). Xue Y, Cong J, Bai Y, Zheng P, Hu G, Kang Y, Wu Y, Cui L, Jia G, Wang T. Associations between Short-Term Air Pollution exposure and the peripheral leukocyte distribution in the Adult Male Population in Beijing, China. Int J Environ Res Public Health 2023, 20(6).
41.
go back to reference Li Z, Li X, Song H, Qiu B, Tian D, Zhan M, Wu Z, Wu J, Zhang Q, Wang J. Effects of short-term ambient PM2.5 exposure on the blood cell count and hemoglobin concentration among 82,431 people in eastern China. Sci Total Environ. 2021;776:146046.CrossRef Li Z, Li X, Song H, Qiu B, Tian D, Zhan M, Wu Z, Wu J, Zhang Q, Wang J. Effects of short-term ambient PM2.5 exposure on the blood cell count and hemoglobin concentration among 82,431 people in eastern China. Sci Total Environ. 2021;776:146046.CrossRef
42.
go back to reference Tripathy S, Marsland AL, Kinnee EJ, Tunno BJ, Manuck SB, Gianaros PJ, Clougherty JE. Long-term Ambient Air Pollution exposures and circulating and stimulated inflammatory mediators in a cohort of midlife adults. Environ Health Perspect. 2021;129(5):57007.CrossRefPubMed Tripathy S, Marsland AL, Kinnee EJ, Tunno BJ, Manuck SB, Gianaros PJ, Clougherty JE. Long-term Ambient Air Pollution exposures and circulating and stimulated inflammatory mediators in a cohort of midlife adults. Environ Health Perspect. 2021;129(5):57007.CrossRefPubMed
43.
go back to reference Zeka A, Sullivan JR, Vokonas PS, Sparrow D, Schwartz J. Inflammatory markers and particulate air pollution: characterizing the pathway to disease. Int J Epidemiol. 2006;35(5):1347–54.CrossRefPubMed Zeka A, Sullivan JR, Vokonas PS, Sparrow D, Schwartz J. Inflammatory markers and particulate air pollution: characterizing the pathway to disease. Int J Epidemiol. 2006;35(5):1347–54.CrossRefPubMed
44.
go back to reference Barany P. Inflammation, serum C-reactive protein, and erythropoietin resistance. Nephrol Dial Transpl. 2001;16(2):224–7.CrossRef Barany P. Inflammation, serum C-reactive protein, and erythropoietin resistance. Nephrol Dial Transpl. 2001;16(2):224–7.CrossRef
45.
go back to reference Gluba-Brzozka A, Franczyk B, Olszewski R, Rysz J. The influence of inflammation on Anemia in CKD patients. Int J Mol Sci 2020, 21(3). Gluba-Brzozka A, Franczyk B, Olszewski R, Rysz J. The influence of inflammation on Anemia in CKD patients. Int J Mol Sci 2020, 21(3).
46.
go back to reference Wrighting DM, Andrews NC. Interleukin-6 induces hepcidin expression through STAT3. Blood 2006, 108(9):3204–3209. Wrighting DM, Andrews NC. Interleukin-6 induces hepcidin expression through STAT3. Blood 2006, 108(9):3204–3209.
47.
go back to reference Yacoub MF, Ferwiz HF, Said F. Effect of Interleukin and Hepcidin in Anemia of Chronic Diseases. Anemia 2020, 2020:3041738. Yacoub MF, Ferwiz HF, Said F. Effect of Interleukin and Hepcidin in Anemia of Chronic Diseases. Anemia 2020, 2020:3041738.
Metadata
Title
Association of ambient air pollution with hemoglobin levels and anemia in the general population of Korean adults
Authors
Juyeon Hwang
Hyun-Jin Kim
Publication date
01-12-2024
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2024
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-024-18492-z

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