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Chen SJ, Pan SC, Wu CD, Li H, Guo YL, Lin CH. Long-term exposure to multiple air pollutants and risk of Parkinson's disease: a population-based multipollutant model study. J Neurol Neurosurg Psychiatry 2024:jnnp-2024-334825. [PMID: 39730198 DOI: 10.1136/jnnp-2024-334825] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2024] [Accepted: 12/11/2024] [Indexed: 12/29/2024]
Abstract
BACKGROUND Recent evidence suggests brain-first Parkinson's disease (PD) may start from the olfactory system, indicating potential inhalational exposure to causal agents. We investigated the impact of long-term exposure to various air pollutants on PD incidence using both single- and multi-pollutant models to account for interactions between pollutants. METHODS This retrospective population study used data from Taiwan's National Health Insurance Research Database (2006 and 2018) and included individuals aged 40-65 without PD. Personal exposure levels to various air pollutants, including PM2.5, PM10, NO2, O3, SO2 and CO, were calculated using the hybrid Kriging/land-use regression method. Cox regression models were used to analyse the association between pollutants and PD incidence, adjusting for covariates. RESULTS A total of 5 113 322 individuals without PD (mean age 50.1±6.9 years, 47.3% men) were followed for an average of 11.2±2.4 years, during which 20 694 incident cases of PD were identified. In the single-pollutant model, exposure to PM2.5 (HR 2.65 (95% CI 2.59 to 2.72)), PM10 (HR 3.13 (3.04 to 3.22)), NO2 (HR 1.74 (1.68 to 1.80)) and SO2 (HR 1.68 (1.65 to 1.71)) was associated with an increased risk of PD. These associations remained robust in the multipollutant model. A positive association between exposure to O3 and an increased risk of PD (HR 1.29 (1.25-1.33)) was observed after adjusting for co-pollutants. CONCLUSIONS This nationwide cohort study employing multiple-pollutant models for considering the interaction effects revealed an association between exposure to multiple air pollutants and the risk of PD, emphasising the need for early prevention strategies.
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Affiliation(s)
- Szu-Ju Chen
- Deparment of Neurology, National Taiwan University Hospital Beihu Branch, Taipei, Taiwan
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Shih-Chun Pan
- National Institute of Environmental Health Sciences, National Health Research Institutes, Miaoli, Taiwan
| | - Chih-Da Wu
- National Institute of Environmental Health Sciences, National Health Research Institutes, Miaoli, Taiwan
- Department of Geomatics, National Cheng Kung University, Tainan, Taiwan
| | - Hsun Li
- Department of Neurology, National Taiwan University Hospital, Taipei, Taiwan
| | - Yue Leon Guo
- National Institute of Environmental Health Sciences, National Health Research Institutes, Miaoli, Taiwan
- Graduate Institute of Environmental and Occupational Health Sciences, College of Public Health, National Taiwan University, Taipei, Taiwan
- Department of Environmental and Occupational Medicine, National Taiwan University Hopsital, Taipei, Taiwan
| | - Chin-Hsien Lin
- Department of Neurology, National Taiwan University Hospital, Taipei, Taiwan
- Institute of Molecular Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan
- Institute of Biomedical Engineering, College of Medicine, National Taiwan University, Taipei, Taiwan
- Granduate institute of brain and mind sciences, College of Medicine, National Taiwan University, Taipei, Taiwan
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Huang WL, Chang SS, Wu SC, Liao SC. Population-based prevalence of somatic symptom disorder and comorbid depression and anxiety in Taiwan. Asian J Psychiatr 2023; 79:103382. [PMID: 36493688 DOI: 10.1016/j.ajp.2022.103382] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 11/29/2022] [Accepted: 12/02/2022] [Indexed: 12/13/2022]
Abstract
OBJECTIVE The nationwide prevalence of somatic symptom disorder (SSD) has not yet been investigated in Asia. SSD is often comorbid with depression and anxiety, and the effects of these conditions on medical utilization await clarification. We hence performed a study in Taiwan to explore these issues. METHODS Using telephone-based sampling and interview, we obtained data for 3161 participants whose age, gender and living area were compatible with the Taiwan population. We gathered scores of the Patient Health Questionnaire-15 (PHQ-15), Health Anxiety Questionnaire (HAQ) and Patient Health Questionnaire-4 (PHQ-4). Individuals with a PHQ-15 score of at least 4 and a HAQ score of at least 17 were considered to have SSD. Descriptive statistics were used to clarify the prevalence and normative data of the questionnaires. We used multiple logistic regression analyses to investigate the relation between diagnoses and medical utilization. RESULTS The prevalence of SSD was 5.00% and women had a higher SSD prevalence than men; participants aged 40-49 years had the highest SSD prevalence. In SSD patients, 33.58% had depression or anxiety. After correcting for demographics, SSD and anxiety (but not depression) were associated with a significantly high level of outpatient/emergency department attendance. Comorbid depression or anxiety did not significantly increase the medical utilization of SSD patients. CONCLUSION The nationwide SSD prevalence in Taiwan is compatible with the description in the DSM-5. The comorbidity of SSD and depression/anxiety is common, but depression or anxiety does not significantly increase the SSD patients' medical utilization.
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Affiliation(s)
- Wei-Lieh Huang
- Department of Psychiatry, National Taiwan University Hospital Yunlin Branch, Yunlin, Taiwan; Department of Psychiatry, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Shu-Sen Chang
- Institute of Health Behaviors and Community Sciences and Global Health Program, College of Public Health, National Taiwan University, Taipei, Taiwan; Psychiatric Research Center, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan
| | - Shang-Chi Wu
- Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan University, Taipei, Taiwan
| | - Shih-Cheng Liao
- Department of Psychiatry, College of Medicine, National Taiwan University, Taipei, Taiwan; Department of Psychiatry, National Taiwan University Hospital Hsin-Chu Branch, Biomedical Park Hospital, Zhubei City, Hsinchu County, Taiwan.
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Huang WL, Chang SS, Liao SC. The psychological features of distinct somatic syndromes: A cluster analysis according to population-based somatic symptom profiles in Taiwan. J Formos Med Assoc 2022; 121:1813-1822. [DOI: 10.1016/j.jfma.2022.03.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Revised: 02/19/2022] [Accepted: 03/13/2022] [Indexed: 11/16/2022] Open
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Arceo E, Jurado JE, Cortez LA, Sibug N, Sarmiento GL, Lawingco AC, Carbungco C, Tiongco RE. Understanding COVID-19 preventive behavior: An application of the health belief model in the Philippine setting. JOURNAL OF EDUCATION AND HEALTH PROMOTION 2021; 10:228. [PMID: 34395665 PMCID: PMC8318159 DOI: 10.4103/jehp.jehp_1441_20] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Accepted: 11/22/2020] [Indexed: 05/10/2023]
Abstract
BACKGROUND With the Philippines emerging as the hotspot in the Western Pacific Region for the COVID-19 cases, the study aimed to understand the COVID-19 preventive behavior of Filipinos using the health belief model (HBM). MATERIALS AND METHODS The cross-sectional study included 304 respondents recruited for the whole month of July 2020 through various social media platforms. Participants were requested to answer an online questionnaire, and results were analyzed using SPSS software. RESULTS The majority of respondents were female (71.1%), with an average age of 29, college graduate (57.6%), and living in an area where modified general community quarantine is implemented (63.2%). Good preventive behavior was noted among the participants, and not shaking of hands with others and refraining from touching of surfaces were reported as the most practiced behavior. Spearman's correlation and Pearson's Chi-square showed that age and sex are significant predictors for the HBM constructs and preventive behavior. Furthermore, results showed that cues to action, self-efficacy, and perceived barrier have a significant association with COVID-19 preventive behavior. CONCLUSION Findings prove that HBM is useful in understanding preventive behaviors in times of coronavirus pandemic. Strategies that promote a supportive environment and help overcome the perceived barriers can guide Filipinos to adopt the desired health behavior. Interventions to promote preventive behaviors should be focused on males and younger individuals.
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Affiliation(s)
- Engracia Arceo
- Department of Medical Technology, College of Allied Medical Professions, Angeles University Foundation, Angeles City, Philippines
| | - John Edlor Jurado
- Department of Medical Technology, College of Allied Medical Professions, Angeles University Foundation, Angeles City, Philippines
| | | | - Nestor Sibug
- Department of Psychology, Holy Angel University, Angeles City Philippines
| | - Gestrelle Lides Sarmiento
- Department of Medical Technology, College of Allied Medical Professions, Angeles University Foundation, Angeles City, Philippines
| | - Amica Coleen Lawingco
- Department of Medical Technology, College of Allied Medical Professions, Angeles University Foundation, Angeles City, Philippines
| | - Carisse Carbungco
- Department of Medical Technology, College of Allied Medical Professions, Angeles University Foundation, Angeles City, Philippines
| | - Raphael Enrique Tiongco
- Department of Medical Technology, College of Allied Medical Professions, Angeles University Foundation, Angeles City, Philippines
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Relationship between Rural Built Environment and Household Vehicle Ownership: An Empirical Analysis in Rural Sichuan, China. SUSTAINABILITY 2018. [DOI: 10.3390/su10051566] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Chiu PW, Lin CH, Wu CL, Fang PH, Lu CH, Hsu HC, Chi CH. Ambulance traffic accidents in Taiwan. J Formos Med Assoc 2018; 117:283-291. [PMID: 29428195 DOI: 10.1016/j.jfma.2018.01.014] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2017] [Revised: 12/13/2017] [Accepted: 01/17/2018] [Indexed: 10/18/2022] Open
Abstract
BACKGROUND/PURPOSE Ambulance traffic accidents (ATAs) are the leading cause of occupation-related fatalities among emergency medical service (EMS) personnel. We aim to use the Taiwan national surveillance system to analyze the characteristics of ATAs and to assist EMS directors in developing policies governing ambulance operations. METHODS A retrospective, cross-sectional and largely descriptive study was conducted using Taiwan national traffic accidents surveillance data from January 1, 2011 to October 31, 2016. RESULTS Among the 1,627,217 traffic accidents during the study period, 715 ATAs caused 8 deaths within 24 h and 1844 injured patients. On average, there was one ATA for every 8598 ambulance runs. Compared to overall traffic accidents, ATAs were 1.7 times more likely to result in death and 1.9 times more likely to have injured patients. Among the 715 ATAs, 8 (1.1%) ATAs were fatal and 707 (98.9%) were nonfatal. All 8 fatalities were associated with motorcycles. The urban areas were significantly higher than the rural areas in the annual number of ATAs (14.2 ± 7.3 [7.0-26.7] versus 3.1 ± 1.9 [0.5-8.4], p = 0.013), the number of ATA-associated fatalities per year (0.2 ± 0.2 [0.0-0.7] versus 0.1 ± 0.1 [0.0-0.2], p = 0.022), and the annual number of injured patients (who needed urgent hospital visits) in ATAs (19.4 ± 7.3 [10.5-30.9] versus 5.2 ± 3.8 [0.9-15.3], p < 0.001). CONCLUSION The ATA-associated fatality rate in Taiwan was high, and all fatalities were associated with motorcycles. ATAs in a highly motorcycle-populated area may require further investigation. An ambulance traffic accident reporting system should be built to provide EMS policy guidance for ATA reduction and outcome improvements.
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Affiliation(s)
- Po-Wei Chiu
- College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Chih-Hao Lin
- Department of Emergency Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
| | - Chen-Long Wu
- Department of Environmental and Occupational Health, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Department of Environmental and Occupational Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Pin-Hui Fang
- Department of Emergency Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Chien-Hsin Lu
- Department of Emergency Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Hsiang-Chin Hsu
- Department of Emergency Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Department of Environmental and Occupational Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Chih-Hsien Chi
- Department of Emergency Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
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