Non-Linear Association between Exposure to Ambient Temperature and Children’s Hand-Foot-and-Mouth Disease in Beijing, China
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{"title"=>"Non-linear association between exposure to ambient temperature and children's hand- foot-and-mouth disease in Beijing, China", "type"=>"journal", "authors"=>[{"first_name"=>"Meimei", "last_name"=>"Xu", "scopus_author_id"=>"55850683600"}, {"first_name"=>"Weiwei", "last_name"=>"Yu", "scopus_author_id"=>"55674849800"}, {"first_name"=>"Shilu", "last_name"=>"Tong", "scopus_author_id"=>"7201486841"}, {"first_name"=>"Lei", "last_name"=>"Jia", "scopus_author_id"=>"37039258900"}, {"first_name"=>"Fengchao", "last_name"=>"Liang", "scopus_author_id"=>"57158486900"}, {"first_name"=>"Xiaochuan", "last_name"=>"Pan", "scopus_author_id"=>"35238284700"}], "year"=>2015, "source"=>"PLoS ONE", "identifiers"=>{"pmid"=>"26010147", "sgr"=>"84937896218", "doi"=>"10.1371/journal.pone.0126171", "scopus"=>"2-s2.0-84937896218", "pui"=>"608759887", "isbn"=>"1932-6203", "issn"=>"19326203"}, "id"=>"64ebd597-d544-3b00-9d68-d9c6f67f484f", "abstract"=>"BACKGROUND: Hand, foot and mouth disease (HFMD) was listed as a notifiable communicable disease in 2008 and is an emerging public health problem in China, especially for children. However, few data are available on the risk assessment of the potential reasons for HFMD in Beijing. This study examined the association of temperature with the incidence of children's HFMD in Beijing at the daily scale for the first time. METHODS: A newly developed case-crossover design with a distributed lag nonlinear model (DLNM) was used to assess the delayed and cumulative associations of daily temperature with gender- and age-specific HFMD in Beijing, China, during 2010-2012. Relative humidity, day of the week, public holiday, season and long-term trends were controlled in the model. RESULTS: Among the total of 113,475 cases, the ratio between males and females was 1.52:1. HFMD was more prevalent in May-July. The temperature-HFMD relationships were non-linear in most age groups except for children aged 6-15 years, with a peak at 25.0~27.5 degrees C. The high-temperature risks were greater, appeared earlier and lasted longer than the low-temperature risks. The relative risks for female children and those aged 6-15 years were higher than those among other groups. CONCLUSION: Rising temperatures increased the incidence of children's HFMD, with the largest association at 25.0~27.5 degrees C. Females and children aged 6-15 years were more vulnerable to changes in temperature with regard to the transmission of HFMD than males and other age groups, respectively. Further studies are warranted to confirm these findings in other populations.", "link"=>"http://www.mendeley.com/research/nonlinear-association-between-exposure-ambient-temperature-childrens-hand-footandmouth-disease-beiji", "reader_count"=>6, "reader_count_by_academic_status"=>{"Student > Ph. D. Student"=>2, "Student > Master"=>1, "Other"=>1, "Student > Bachelor"=>2}, "reader_count_by_user_role"=>{"Student > Ph. D. Student"=>2, "Student > Master"=>1, "Other"=>1, "Student > Bachelor"=>2}, "reader_count_by_subject_area"=>{"Environmental Science"=>1, "Medicine and Dentistry"=>4, "Agricultural and Biological Sciences"=>1}, "reader_count_by_subdiscipline"=>{"Medicine and Dentistry"=>{"Medicine and Dentistry"=>4}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>1}, "Environmental Science"=>{"Environmental Science"=>1}}, "group_count"=>0}

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Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/2082066"], "description"=>"<p>The overall relative risks of mean temperature (°C) for age-specific HFMD cases over 13 days.</p>", "links"=>[], "tags"=>["DLNM", "hfmd", "age groups", "association", "beijing"], "article_id"=>1425883, "categories"=>["Biological Sciences"], "users"=>["Meimei Xu", "Weiwei Yu", "Shilu Tong", "Lei Jia", "Fengchao Liang", "Xiaochuan Pan"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0126171.g004", "stats"=>{"downloads"=>0, "page_views"=>3, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_The_overall_relative_risks_of_mean_temperature_176_C_for_age_specific_HFMD_cases_over_13_days_/1425883", "title"=>"The overall relative risks of mean temperature (°C) for age-specific HFMD cases over 13 days.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2015-05-26 15:13:17"}
  • {"files"=>["https://ndownloader.figshare.com/files/2082077"], "description"=>"<p><sup>a</sup> -8.4°C,1.8°C, 14.8°C, 24.0°C and 30.9°C represent the 1st percentile, 25th percentile, 50th percentile, 75th percentile and 99th percentile of temperature in Beijing, respectively</p><p><sup>b</sup> The temperature that had the highest relative risk on total children, gender-specific and age-specific HFMD cases, respectively.</p><p>The relative risks of cumulative exposure to different temperatures for age-specific and gender-specific HFMD cases in Beijing.</p>", "links"=>[], "tags"=>["DLNM", "hfmd", "age groups", "association", "beijing"], "article_id"=>1425894, "categories"=>["Biological Sciences"], "users"=>["Meimei Xu", "Weiwei Yu", "Shilu Tong", "Lei Jia", "Fengchao Liang", "Xiaochuan Pan"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0126171.t003", "stats"=>{"downloads"=>0, "page_views"=>3, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_The_relative_risks_of_cumulative_exposure_to_different_temperatures_for_age_specific_and_gender_specific_HFMD_cases_in_Beijing_/1425894", "title"=>"The relative risks of cumulative exposure to different temperatures for age-specific and gender-specific HFMD cases in Beijing.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2015-05-26 15:13:17"}
  • {"files"=>["https://ndownloader.figshare.com/files/2082074"], "description"=>"<p>(Note:1<sup>st</sup> percentile:-8.4°C; 25<sup>th</sup> percentile:1.8°C; 50<sup>th</sup> percentile:14.8°C;75<sup>th</sup> percentile:24.0°C; 99<sup>th</sup> percentile:30.9°C; cut-off value for children aged less than 1 year:25.4°C; cut-off value for children aged 1~3 years: 27.5°C; cut-off value for children aged 3~6 years: 25.0°C; cut-off value for children aged 6~15 years: 34.5°C.)</p>", "links"=>[], "tags"=>["DLNM", "hfmd", "age groups", "association", "beijing"], "article_id"=>1425891, "categories"=>["Biological Sciences"], "users"=>["Meimei Xu", "Weiwei Yu", "Shilu Tong", "Lei Jia", "Fengchao Liang", "Xiaochuan Pan"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0126171.g006", "stats"=>{"downloads"=>4, "page_views"=>3, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_The_relative_risks_of_mean_temperature_176_C_for_age_specific_HFMD_cases_among_different_lags_/1425891", "title"=>"The relative risks of mean temperature (°C) for age-specific HFMD cases among different lags.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2015-05-26 15:13:17"}
  • {"files"=>["https://ndownloader.figshare.com/files/2082055"], "description"=>"<p>Daily distribution of meteorological variables and children’s HFMD cases in Beijing, 2010–2012.</p>", "links"=>[], "tags"=>["DLNM", "hfmd", "age groups", "association", "beijing"], "article_id"=>1425873, "categories"=>["Biological Sciences"], "users"=>["Meimei Xu", "Weiwei Yu", "Shilu Tong", "Lei Jia", "Fengchao Liang", "Xiaochuan Pan"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0126171.g001", "stats"=>{"downloads"=>0, "page_views"=>1, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Daily_distribution_of_meteorological_variables_and_children_8217_s_HFMD_cases_in_Beijing_2010_8211_2012_/1425873", "title"=>"Daily distribution of meteorological variables and children’s HFMD cases in Beijing, 2010–2012.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2015-05-26 15:13:17"}
  • {"files"=>["https://ndownloader.figshare.com/files/2082068"], "description"=>"<p>(Note:1st percentile:-8.4°C; 25th percentile:1.8°C; 50th percentile:14.8°C;75th percentile:24.0°C; 99th percentile:30.9°C; cut-off value for the whole subjects:26.2°C; cut-off value for male: 26.4°C; cut-off value for female: 25.9°C.)</p>", "links"=>[], "tags"=>["DLNM", "hfmd", "age groups", "association", "beijing"], "article_id"=>1425885, "categories"=>["Biological Sciences"], "users"=>["Meimei Xu", "Weiwei Yu", "Shilu Tong", "Lei Jia", "Fengchao Liang", "Xiaochuan Pan"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0126171.g005", "stats"=>{"downloads"=>4, "page_views"=>3, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_The_relative_risks_of_mean_temperature_176_C_for_total_and_gender_specific_HFMD_cases_among_different_lags_/1425885", "title"=>"The relative risks of mean temperature (°C) for total and gender-specific HFMD cases among different lags.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2015-05-26 15:13:17"}
  • {"files"=>["https://ndownloader.figshare.com/files/2082062"], "description"=>"<p>Three-dimensional plot of the relationship between mean temperature and HFMD over 13 lag days.</p>", "links"=>[], "tags"=>["DLNM", "hfmd", "age groups", "association", "beijing"], "article_id"=>1425879, "categories"=>["Biological Sciences"], "users"=>["Meimei Xu", "Weiwei Yu", "Shilu Tong", "Lei Jia", "Fengchao Liang", "Xiaochuan Pan"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0126171.g002", "stats"=>{"downloads"=>0, "page_views"=>5, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Three_dimensional_plot_of_the_relationship_between_mean_temperature_and_HFMD_over_13_lag_days_/1425879", "title"=>"Three-dimensional plot of the relationship between mean temperature and HFMD over 13 lag days.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2015-05-26 15:13:17"}
  • {"files"=>["https://ndownloader.figshare.com/files/2082063"], "description"=>"<p>The overall relative risks of mean temperature (°C) for total and gender-specific HFMD cases over 13 days.</p>", "links"=>[], "tags"=>["DLNM", "hfmd", "age groups", "association", "beijing"], "article_id"=>1425880, "categories"=>["Biological Sciences"], "users"=>["Meimei Xu", "Weiwei Yu", "Shilu Tong", "Lei Jia", "Fengchao Liang", "Xiaochuan Pan"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0126171.g003", "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_The_overall_relative_risks_of_mean_temperature_176_C_for_total_and_gender_specific_HFMD_cases_over_13_days_/1425880", "title"=>"The overall relative risks of mean temperature (°C) for total and gender-specific HFMD cases over 13 days.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2015-05-26 15:13:17"}
  • {"files"=>["https://ndownloader.figshare.com/files/2082076"], "description"=>"<p>* P<0.01</p><p>Spearman correlation between daily meteorological variables and children’s HFMD cases in Beijing, 2010–2012.</p>", "links"=>[], "tags"=>["DLNM", "hfmd", "age groups", "association", "beijing"], "article_id"=>1425893, "categories"=>["Biological Sciences"], "users"=>["Meimei Xu", "Weiwei Yu", "Shilu Tong", "Lei Jia", "Fengchao Liang", "Xiaochuan Pan"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0126171.t002", "stats"=>{"downloads"=>1, "page_views"=>3, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Spearman_correlation_between_daily_meteorological_variables_and_children_8217_s_HFMD_cases_in_Beijing_2010_8211_2012_/1425893", "title"=>"Spearman correlation between daily meteorological variables and children’s HFMD cases in Beijing, 2010–2012.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2015-05-26 15:13:17"}
  • {"files"=>["https://ndownloader.figshare.com/files/2082075"], "description"=>"<p>n: the number of days</p><p>* means that HFMD data for 12 days were missing.</p><p>Descriptive statistics for daily data on meteorological variables and children’s HFMD cases in Beijing, 2010–2012.</p>", "links"=>[], "tags"=>["DLNM", "hfmd", "age groups", "association", "beijing"], "article_id"=>1425892, "categories"=>["Biological Sciences"], "users"=>["Meimei Xu", "Weiwei Yu", "Shilu Tong", "Lei Jia", "Fengchao Liang", "Xiaochuan Pan"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0126171.t001", "stats"=>{"downloads"=>1, "page_views"=>3, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Descriptive_statistics_for_daily_data_on_meteorological_variables_and_children_8217_s_HFMD_cases_in_Beijing_2010_8211_2012_/1425892", "title"=>"Descriptive statistics for daily data on meteorological variables and children’s HFMD cases in Beijing, 2010–2012.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2015-05-26 15:13:17"}

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Relative Metric

{"start_date"=>"2015-01-01T00:00:00Z", "end_date"=>"2015-12-31T00:00:00Z", "subject_areas"=>[]}
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