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Associations between Meteorological Factors and Reported Mumps Cases from 1999 to 2020 in Japan
The present study investigated associations between epidemiological mumps patterns and meteorological factors in Japan. We used mumps surveillance data and meteorological data from all 47 prefectures of Japan from 1999 to 2020. A time-series analysis incorporating spectral analysis and the least-squ...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9620933/ https://www.ncbi.nlm.nih.gov/pubmed/36417181 http://dx.doi.org/10.3390/epidemiologia2020013 |
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author | Mise, Keiji Sumi, Ayako Takatsuka, Shintaro Toyoda, Shin-ichi |
author_facet | Mise, Keiji Sumi, Ayako Takatsuka, Shintaro Toyoda, Shin-ichi |
author_sort | Mise, Keiji |
collection | PubMed |
description | The present study investigated associations between epidemiological mumps patterns and meteorological factors in Japan. We used mumps surveillance data and meteorological data from all 47 prefectures of Japan from 1999 to 2020. A time-series analysis incorporating spectral analysis and the least-squares method was adopted. In all power spectral densities for the 47 prefectures, spectral lines were observed at frequency positions corresponding to 1-year and 6-month cycles. Optimum least-squares fitting (LSF) curves calculated with the 1-year and 6-month cycles explained the underlying variation in the mumps data. The LSF curves reproduced bimodal and unimodal cycles that are clearly observed in northern and southern Japan, respectively. In investigating factors associated with the seasonality of mumps epidemics, we defined the contribution ratios of a 1-year cycle (Q(1)) and 6-month cycle (Q(2)) as the contributions of amplitudes of 1-year and 6-month cycles, respectively, to the entire amplitude of the time series data. Q(1) and Q(2) were significantly correlated with annual mean temperature. The vaccine coverage rate of a measles–mumps–rubella vaccine might not have affected the 1-year and 6-month modes of the time series data. The results of the study suggest an association between mean temperature and mumps epidemics in Japan. |
format | Online Article Text |
id | pubmed-9620933 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-96209332022-11-18 Associations between Meteorological Factors and Reported Mumps Cases from 1999 to 2020 in Japan Mise, Keiji Sumi, Ayako Takatsuka, Shintaro Toyoda, Shin-ichi Epidemiologia (Basel) Article The present study investigated associations between epidemiological mumps patterns and meteorological factors in Japan. We used mumps surveillance data and meteorological data from all 47 prefectures of Japan from 1999 to 2020. A time-series analysis incorporating spectral analysis and the least-squares method was adopted. In all power spectral densities for the 47 prefectures, spectral lines were observed at frequency positions corresponding to 1-year and 6-month cycles. Optimum least-squares fitting (LSF) curves calculated with the 1-year and 6-month cycles explained the underlying variation in the mumps data. The LSF curves reproduced bimodal and unimodal cycles that are clearly observed in northern and southern Japan, respectively. In investigating factors associated with the seasonality of mumps epidemics, we defined the contribution ratios of a 1-year cycle (Q(1)) and 6-month cycle (Q(2)) as the contributions of amplitudes of 1-year and 6-month cycles, respectively, to the entire amplitude of the time series data. Q(1) and Q(2) were significantly correlated with annual mean temperature. The vaccine coverage rate of a measles–mumps–rubella vaccine might not have affected the 1-year and 6-month modes of the time series data. The results of the study suggest an association between mean temperature and mumps epidemics in Japan. MDPI 2021-04-02 /pmc/articles/PMC9620933/ /pubmed/36417181 http://dx.doi.org/10.3390/epidemiologia2020013 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Mise, Keiji Sumi, Ayako Takatsuka, Shintaro Toyoda, Shin-ichi Associations between Meteorological Factors and Reported Mumps Cases from 1999 to 2020 in Japan |
title | Associations between Meteorological Factors and Reported Mumps Cases from 1999 to 2020 in Japan |
title_full | Associations between Meteorological Factors and Reported Mumps Cases from 1999 to 2020 in Japan |
title_fullStr | Associations between Meteorological Factors and Reported Mumps Cases from 1999 to 2020 in Japan |
title_full_unstemmed | Associations between Meteorological Factors and Reported Mumps Cases from 1999 to 2020 in Japan |
title_short | Associations between Meteorological Factors and Reported Mumps Cases from 1999 to 2020 in Japan |
title_sort | associations between meteorological factors and reported mumps cases from 1999 to 2020 in japan |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9620933/ https://www.ncbi.nlm.nih.gov/pubmed/36417181 http://dx.doi.org/10.3390/epidemiologia2020013 |
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