Blood Lead Monitoring in a Former Mining Area in Euskirchen, Germany—Volunteers across the Entire Population
Abstract
:1. Introduction
2. Materials and Methods
2.1. Sampling
2.2. Questionnaire
2.3. Analysis
2.4. Statistics
3. Results
3.1. Sample Collective
3.2. BLL
3.3. Statistics and Questionnaires
4. Discussion
4.1. Sample Collective
4.2. BLL
4.2.1. Minors
4.2.2. Adults
4.3. Hierarchical Regression Analysis
4.4. Comparison to Other Studies
4.4.1. Children Living in the Vicinity of Mining Sites
4.4.2. Adults Living in the Vicinity of Mining Sites
4.5. Policy Implications
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Pb µg/L | ||||||||
---|---|---|---|---|---|---|---|---|
Age [y] | Amount | Min | Max | Mean | RV | Number > RV | >RV [%] | |
girls | <3 | 1 | – | – | 23.8 * | – | – | – |
girls | 3–17 | 13 | 4.3 | 25.4 | 10.6 | 15 | 2 | 15.4 |
boys | <3 | 1 | – | – | 12.4 * | – | – | – |
boys | 3–10 | 12 | 9.3 | 23.4 | 14.6 | 20 | 2 | 16.7 |
boys | 11–17 | 11 | 6.2 | 26.6 | 10.8 | 15 | 2 | 18.2 |
women adults | 18–69 | 216 | 4.2 | 56 | 15.4 | 30 | 14 | 6.5 |
men adults | 18–69 | 148 | 5 | 69.6 | 17.8 | 40 | 9 | 6.1 |
women elderly | >70 | 49 | 4.5 | 54.8 | 22.2 | – | [8] | [16.3] |
men elderly | >70 | 49 | 9.3 | 55.7 | 24.4 | – | [8] | [16.3] |
unkown age & sex | – | 6 | 12.5 | 25.4 | 17.7 | – | – | – |
total | – | 506 | 4.2 | 69.6 | 17.4 | – | – | – |
Standardized Regression Coefficiant Beta | p-Value | Variabel Type | |
---|---|---|---|
age | 0.218 | 0.000 | numeric |
occupancy | 0.156 | 0.008 | numeric |
smoking | 0.024 | 0.009 | categorial |
sex | −0.107 | 0.024 | categorial |
intense soil contact | 0.104 | 0.035 | categorial |
age real estate | −0.102 | 0.043 | numeric |
garden time | 0.095 | 0.058 | numeric |
region | −0.080 | 0.095 | categorial |
pregnancy | −0.042 | 0.374 | categorial |
bowels | −0.038 | 0.443 | categorial |
Mean | |||||||
---|---|---|---|---|---|---|---|
Country | Region/Name | Sampling | Lead Source | Age [a] | BLL [µg/L] | n | Reference |
Australia | Broken Hill | 1991 | Lead mine before remediation | 1–4 | 163 | n.d. | [16] |
Australia | Broken Hill | 2007 | Lead mine after remediation | 1–4 | 83 | n.d. | [16] |
Peru | Corcona, Tornamesa | 2015 | Several mining activities including lead; Past/Present | 0–6 | 72 | 200 | [32] |
Zambia | Kabwe | 2017 | Lead-zinc mining town | 6–12 | 197 | 208 | [14] |
USA | Butte | 2003 | Copper mining site | 1–5 | 34.8 | 351 | [15] |
USA | Butte | 2010 | Copper mining site | 1–5 | 15.3 | 461 | [15] |
Mean | ||||||||
---|---|---|---|---|---|---|---|---|
Country | Region/Name | Sampling | Lead Source | Age [a] | BLL [µg/L] | n | Reference | Country |
Ghana | Kenyasi | 2017 | Gold mining area | 18–57 | 50 | 40 | [33] | Ghana |
Peru | Cerro de Pasco | 2012/2013 | Mostly lead and zinc mining | 18–35 | 47.5 | 157 | [32] | Peru |
Congo | Katanga | 2017/2019 | Copper and cobalt mining area | 34–62 | 56.5 | 29 | [35] | Congo |
Zambia | Kabwe | 2017 | Lead-zinc mining town | adult mothers | 106 | 404 | [14] | Zambia |
Zambia | Kabwe | 2017 | Lead-zinc mining town | adult fathers | 116 | 125 | [14] | Zambia |
Korea | various | 2008–2011 | 38 abandoned gold, silver, copper metal mine areas | 18–39 | 26.9 | 164 | [13] | Korea |
Korea | various | 2008–2011 | 38 abandoned gold, silver, copper metal mine areas | 40–64 | 32.3 | 2077 | [13] | Korea |
Korea | various | 2008–2011 | 38 abandoned gold, silver, copper metal mine areas | >65 | 30.6 | 3441 | [13] | Korea |
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Bertram, J.; Ramolla, C.; Esser, A.; Schettgen, T.; Fohn, N.; Kraus, T. Blood Lead Monitoring in a Former Mining Area in Euskirchen, Germany—Volunteers across the Entire Population. Int. J. Environ. Res. Public Health 2022, 19, 6083. https://doi.org/10.3390/ijerph19106083
Bertram J, Ramolla C, Esser A, Schettgen T, Fohn N, Kraus T. Blood Lead Monitoring in a Former Mining Area in Euskirchen, Germany—Volunteers across the Entire Population. International Journal of Environmental Research and Public Health. 2022; 19(10):6083. https://doi.org/10.3390/ijerph19106083
Chicago/Turabian StyleBertram, Jens, Christian Ramolla, André Esser, Thomas Schettgen, Nina Fohn, and Thomas Kraus. 2022. "Blood Lead Monitoring in a Former Mining Area in Euskirchen, Germany—Volunteers across the Entire Population" International Journal of Environmental Research and Public Health 19, no. 10: 6083. https://doi.org/10.3390/ijerph19106083
APA StyleBertram, J., Ramolla, C., Esser, A., Schettgen, T., Fohn, N., & Kraus, T. (2022). Blood Lead Monitoring in a Former Mining Area in Euskirchen, Germany—Volunteers across the Entire Population. International Journal of Environmental Research and Public Health, 19(10), 6083. https://doi.org/10.3390/ijerph19106083