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Relationship between freshwater harmful algal blooms and neurodegenerative disease incidence rates in South Korea
BACKGROUND: Due to anthropogenic activities and global warming, the severity and distribution of harmful algal blooms (HABs) have been increasing steadily worldwide, including in South Korea (S. Korea). Previous studies reported that exposure to HABs could increase the risk of HAB-related diseases....
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9700969/ https://www.ncbi.nlm.nih.gov/pubmed/36434620 http://dx.doi.org/10.1186/s12940-022-00935-y |
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author | Lee, Seungjun Choi, Boseung Kim, Sung Jae Kim, Jinnam Kang, Dayun Lee, Jiyoung |
author_facet | Lee, Seungjun Choi, Boseung Kim, Sung Jae Kim, Jinnam Kang, Dayun Lee, Jiyoung |
author_sort | Lee, Seungjun |
collection | PubMed |
description | BACKGROUND: Due to anthropogenic activities and global warming, the severity and distribution of harmful algal blooms (HABs) have been increasing steadily worldwide, including in South Korea (S. Korea). Previous studies reported that exposure to HABs could increase the risk of HAB-related diseases. However, very few studies examined the linkage between HABs and disease occurrence, particularly in S. Korea. The objective of this study was to evaluate the potential impact of HABs on neurodegenerative diseases (NDs), including Alzheimer’s disease, Parkinson’s disease, and motor neuron disease, at a population level. METHODS: Thirteen-year data (2005–2017) for chlorophyll-a (chl-a) concentrations as a bloom-related parameter, annual numbers of NDs, and population information were collected. First, the entire area of S. Korea was divided into a grid of 1 km, and the population number in each 1-km grid was collected using the Statistical Geographic Information Service Plus system. Cross-sectional time series data were analyzed with two statistical models, a generalized linear mixed model and a generalized linear model. RESULTS: The results show a general trend of increasing chl-a concentration and NDs year by year. We observed positive correlations between HAB intensity and the incidence rate of NDs. Particularly, HABs seem to have the most long-term carry-over effect on Parkinson’s disease. Another key finding was that a 5-km radius from the HAB location was the boundary that showed the most significant associations with three NDs. CONCLUSIONS: This study provides statistical evidence that supports the potential risk of NDs from the exposure to HAB. Thus, it is recommended to monitor a broad spectrum of cyanotoxins, including neurotoxins, in bloom-affected regions in S. Korea and epidemiological studies in the future. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12940-022-00935-y. |
format | Online Article Text |
id | pubmed-9700969 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-97009692022-11-27 Relationship between freshwater harmful algal blooms and neurodegenerative disease incidence rates in South Korea Lee, Seungjun Choi, Boseung Kim, Sung Jae Kim, Jinnam Kang, Dayun Lee, Jiyoung Environ Health Research BACKGROUND: Due to anthropogenic activities and global warming, the severity and distribution of harmful algal blooms (HABs) have been increasing steadily worldwide, including in South Korea (S. Korea). Previous studies reported that exposure to HABs could increase the risk of HAB-related diseases. However, very few studies examined the linkage between HABs and disease occurrence, particularly in S. Korea. The objective of this study was to evaluate the potential impact of HABs on neurodegenerative diseases (NDs), including Alzheimer’s disease, Parkinson’s disease, and motor neuron disease, at a population level. METHODS: Thirteen-year data (2005–2017) for chlorophyll-a (chl-a) concentrations as a bloom-related parameter, annual numbers of NDs, and population information were collected. First, the entire area of S. Korea was divided into a grid of 1 km, and the population number in each 1-km grid was collected using the Statistical Geographic Information Service Plus system. Cross-sectional time series data were analyzed with two statistical models, a generalized linear mixed model and a generalized linear model. RESULTS: The results show a general trend of increasing chl-a concentration and NDs year by year. We observed positive correlations between HAB intensity and the incidence rate of NDs. Particularly, HABs seem to have the most long-term carry-over effect on Parkinson’s disease. Another key finding was that a 5-km radius from the HAB location was the boundary that showed the most significant associations with three NDs. CONCLUSIONS: This study provides statistical evidence that supports the potential risk of NDs from the exposure to HAB. Thus, it is recommended to monitor a broad spectrum of cyanotoxins, including neurotoxins, in bloom-affected regions in S. Korea and epidemiological studies in the future. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12940-022-00935-y. BioMed Central 2022-11-26 /pmc/articles/PMC9700969/ /pubmed/36434620 http://dx.doi.org/10.1186/s12940-022-00935-y Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Lee, Seungjun Choi, Boseung Kim, Sung Jae Kim, Jinnam Kang, Dayun Lee, Jiyoung Relationship between freshwater harmful algal blooms and neurodegenerative disease incidence rates in South Korea |
title | Relationship between freshwater harmful algal blooms and neurodegenerative disease incidence rates in South Korea |
title_full | Relationship between freshwater harmful algal blooms and neurodegenerative disease incidence rates in South Korea |
title_fullStr | Relationship between freshwater harmful algal blooms and neurodegenerative disease incidence rates in South Korea |
title_full_unstemmed | Relationship between freshwater harmful algal blooms and neurodegenerative disease incidence rates in South Korea |
title_short | Relationship between freshwater harmful algal blooms and neurodegenerative disease incidence rates in South Korea |
title_sort | relationship between freshwater harmful algal blooms and neurodegenerative disease incidence rates in south korea |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9700969/ https://www.ncbi.nlm.nih.gov/pubmed/36434620 http://dx.doi.org/10.1186/s12940-022-00935-y |
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