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INTRODUCTION: Hand grip strength (HGS) is one of the methods to help early identification of physical frailty and sarcopenia, the major concerns in the aging societies. It is also crucial to evaluate its impact on mortality. However, the available evidence regarding such impact among specific age cohorts (65 to 74 years and above) is limited. This study tried to investigate the relationship between HGS and mortality among specific cohorts of the community-dwelling older individuals in Yilan, Taiwan. METHODS: A seven-year longitudinal follow-up study was conducted involving 2,468 community-dwelling older individuals in Yilan. The participants were divided into two groups based on their quartiles of hand grip strength: with poor HGS and with good HGS. The association between HGS and mortality was examined using Cox proportional hazards models. RESULTS: The analysis revealed that age, HGS, gender, medical history of cardiovascular diseases, body mass index, and wrist-hip ratio had significant impacts on seven-year survival. Specifically, individuals with poor HGS exhibited increased mortality, with an adjusted hazard ratio (HR) of 1.87 (95% CI: 1.52-2.30). Furthermore, the adverse effect of poor HGS on mortality was more pronounced in males aged 65-74 years (adjusted HR 4.12, 95% CI: 2.16-7.84), females aged 75 years or older (2.09, 1.43-3.04) and males aged 75 years or older (1.49, 1.07-2.07). CONCLUSION: Poor hand grip strength is an independent risk factor for mid-term mortality among community-dwelling older individuals in Yilan. The assessment of HGS can serve as a valuable tool in identifying older individuals at higher risk of death.
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Fuerza de la Mano , Vida Independiente , Masculino , Femenino , Humanos , Anciano , Estudios de Cohortes , Estudios de Seguimiento , Taiwán/epidemiologíaRESUMEN
This study introduces the Spacetimeformer model, a novel approach for predicting stock prices, leveraging the Transformer architecture with a time-space mechanism to capture both spatial and temporal interactions among stocks. Traditional Long-Short Term Memory (LSTM) and recent Transformer models lack the ability to directly incorporate spatial information, making the Spacetimeformer model a valuable addition to stock price prediction. This article uses the ten minute stock prices of the constituent stocks of the Taiwan 50 Index and the intraday data of individual stock on the Taiwan Stock Exchange. By training the Timespaceformer model with multi-time-step stock price data, we can predict the stock prices at every ten minute interval within the next hour. Finally, we also compare the prediction results with LSTM and Transformer models that only consider temporal relationships. The research demonstrates that the Spacetimeformer model consistently captures essential trend changes and provides stable predictions in stock price forecasting. This article proposes a Spacetimeformer model combined with daily moving windows. This method has superior performance in stock price prediction and also demonstrates the significance and value of the space-time mechanism for prediction. We recommend that people who want to predict stock prices or other financial instruments try our proposed method to obtain a better return on investment.
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OBJECTIVE: Sleep is a natural activity of humans that affects physical and mental health; therefore, sleep disturbance may lead to fatigue and lower productivity. This study examined 1 million samples included in the Taiwan National Health Insurance Research Database (NHIRD) in order to predict sleep disorder in an asthma cohort from 2002-2010. METHODS: The disease histories of the asthma patients were transferred to sequences and matrices for the prediction of sleep disorder by applying machine learning (ML) algorithms, including K-Nearest Neighbors (KNN), Support Vector Machine (SVM), and Random Forest (RF), and deep learning (DL) models, including Recurrent Neural Network (RNN), Long Short-Term Memory (LSTM), Gated Recurrent Units (GRU), and Convolution Neural Network (CNN). RESULTS: Among 14,818 new asthma subjects in 2002, there were 4469 sleep disorder subjects from 2002 to 2010. The KNN, SVM, and RF algorithms were demonstrated to be successful sleep disorder prediction models, with accuracies of 0.798, 0.793, and 0.813, respectively (AUC: 0.737, 0.690, and 0.719, respectively). The results of the DL models showed the accuracies of the RNN, LSTM, GRU, and CNN to be 0.744, 0.815, 0.782, and 0.951, respectively (AUC: 0.658, 0.750, 0.732, and 0.934, respectively). CONCLUSIONS: The results showed that the CNN model had the best performance for sleep disorder prediction in the asthma cohort.
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Asma/complicaciones , Aprendizaje Profundo , Trastornos del Sueño-Vigilia/diagnóstico , Trastornos del Sueño-Vigilia/etiología , Adolescente , Adulto , Inteligencia Artificial , Niño , Preescolar , Proteínas de Unión al ADN , Femenino , Humanos , Lactante , Masculino , Persona de Mediana Edad , Proteínas del Tejido Nervioso , Valor Predictivo de las Pruebas , Adulto JovenRESUMEN
Objective: This study of asthma was performed to evaluate annual trends in emergency department (ED) for 10 years. Weather and air pollution factors affecting asthma were also studied in order to identify the important factors and alert the public in advance. Methods: A survey of ambulatory-treated asthma patients was performed and the correlations with weather and air pollution factors examined in a cohort of one million patients in 2010. The fixed-cohort study analyzed trends, medical costs, and annual prevalence grouped by age and gender. Results: The number of asthma patients visiting EDs and non-emergency (non-ED) clinics significantly increased, with average annual percentage changes (AAPCs) of 2.3 and 4.6%, respectively. The average direct medical cost for EDs was increased significantly as compared with that of non-ED visits. Classification of asthma visits by hospital level indicated that local hospitals and others exhibited a significantly increasing trend (AAPC =15.3% [95% CI: 14.3-16.2]). The annual prevalence of asthma in males, females, and children was significantly increased (AAPCs of 1.5, 1.8, and 3.9%, respectively). Asthma patient hospitalizations were significantly correlated with temperature, humidity, and air pollution factors. Conclusions: The number of non-ED visits due to asthma increased, and the average direct medical cost for ED admissions also increased. Asthma patients tended to visit local hospitals primarily. Asthma visits by children increased, but a decrease was observed in adults. The number of hospitalized asthma patients was negatively correlated with temperature and humidity but positively correlated with the levels of PM2.5, PM10, and NO2.
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Contaminantes Atmosféricos/efectos adversos , Asma/terapia , Servicio de Urgencia en Hospital/estadística & datos numéricos , Adolescente , Adulto , Atención Ambulatoria/estadística & datos numéricos , Asma/diagnóstico , Asma/epidemiología , Teorema de Bayes , Niño , Preescolar , Estudios de Cohortes , Intervalos de Confianza , Bases de Datos Factuales , Femenino , Humanos , Incidencia , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Medición de Riesgo , Estaciones del Año , Índice de Severidad de la Enfermedad , Encuestas y Cuestionarios , Taiwán/epidemiología , Tiempo (Meteorología)RESUMEN
BACKGROUND: Although numerous epidemiological studies on cholecystectomy have been conducted worldwide, only a few have considered the effect of socioeconomic inequalities on cholecystectomy outcomes. Specifically, few studies have focused on the low-income population (LIP). METHODS: A nationwide prospective study based on the Taiwan National Health Insurance dataset was conducted during 2003-2012. The International Classification of ICD-9-CM procedure codes 51.2 and 51.21-51.24 were identified as the inclusion criteria for cholecystectomy. Temporal trends were analyzed using a joinpoint regression, and the hierarchical linear modeling (HLM) method was used as an analytical strategy to evaluate the group-level and individual-level factors. Interactions between age, gender and SES were also tested in HLM model. RESULTS: Analyses were conducted on 225,558 patients. The incidence rates were 167.81 (95% CI: 159.78-175.83) per 100,000 individuals per year for the LIP and 123.24 (95% CI: 116.37-130.12) per 100,000 individuals per year for the general population (GP). After cholecystectomy, LIP patients showed higher rates of 30-day mortality, in-hospital complications, and readmission for complications, but a lower rate of routine discharge than GP patients. The hospital costs and length of stay for LIP patients were higher than those for GP patients. The multilevel analysis using HLM revealed that adverse socioeconomic status significantly negatively affects the outcomes of patients undergoing cholecystectomy. Additionally, male sex, advanced age, and high Charlson Comorbidity Index (CCI) scores were associated with higher rates of in-hospital complications and 30-day mortality. We also observed that the 30-day mortality rates for patients who underwent cholecystectomy in regional hospitals and district hospitals were significantly higher than those of patients receiving care in a medical center. CONCLUSION: Patients with a disadvantaged finance status appeared to be more vulnerable to cholecystectomy surgery. This result suggested that further interventions in the health care system are necessary to reduce this disparity.
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Colecistectomía/economía , Factores Socioeconómicos , Adolescente , Adulto , Factores de Edad , Anciano , Atención a la Salud , Femenino , Costos de Hospital , Humanos , Tiempo de Internación/estadística & datos numéricos , Masculino , Persona de Mediana Edad , Pobreza , Estudios Prospectivos , Factores Sexuales , Taiwán , Resultado del Tratamiento , Adulto JovenRESUMEN
BACKGROUND: Fall episodes are not unusual among community residents, especially the elderly, and lower muscle strength is an important issue to address in order to prevent falls. METHODS: A community health survey was conducted in a suburban area of Taiwan, and 1067 older adults were selected for enrollment in the present study. All the enrolled subjects had been visited at their homes; the subjects' strength of both hands and muscle mass of both legs were measured and well-established questionnaires were finished by certificated paramedic staffs. RESULTS: The incidence of fall episodes in the previous 1 year in the Yilan elderly population was 15.1%, and the female predominance was significant. A significantly higher prevalence of cataracts was found in group who experienced a fall in the past year (64% vs. 54.9% in the non-fall group). Mild or more severe dementia was much more prevalent in the group who experienced a recent fall (33.8% vs. 25.7% in the non-fall group). The strength of both hands tested as the physical function was 17.6 ± 8.0 kg in the recent fall group, significantly weaker than that in the non-fall group (20.7 ± 8.7 kg). Multivariate regression analysis revealed a greater weekly exercise duration and greater strength of both hands reduced the occurrence of falls among the whole and the female population. The standardized effect sizes of hand grip strength between both groups, not trivial, were 0.29 and 0.37 for the total population and the female subpopulation respectively. CONCLUSIONS: Less weekly exercise duration and weaker muscle strength were f ound to be independent risk factors of fall episode(s) in an elderly Taiwanese population, especially in the female sub-population. Muscle strength, measured by average of both hands grip strength, was the most significantly factor of one-year fall episode(s) accessed retrospectively.
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Accidentes por Caídas/estadística & datos numéricos , Ejercicio Físico/fisiología , Encuestas Epidemiológicas , Fuerza Muscular/fisiología , Accidentes por Caídas/prevención & control , Anciano , Femenino , Humanos , Incidencia , Masculino , Prevalencia , Estudios Retrospectivos , Factores de Riesgo , Taiwán/epidemiologíaRESUMEN
BACKGROUND: Controversy surrounding the role of percutaneous cholecystostomy (PC) is fed by the absence of large amounts of data concerning its outcomes, and many authors have maintained that there is no evidence to support a recommendation for PC rather than cholecystectomy (CCS) in elderly or critically ill patients with acute cholecystitis (AC). METHODS: We conducted this study by tracking trends in the utilization and outcomes of PC and CCS using longitudinal health research data in Taiwan. RESULTS: Analyses were conducted on 236,742 patients, 11,184 of whom had undergone PC and 225,558 of whom had undergone CCS. Average annual percentage changes (AAPCs) from 2003 to 2012 increased significantly by 18.34% each year for PC and by 2.82% each year for CCS. The subset analyzes showed that the mortality rates were far higher in patients underwent PC than in patients underwent CCS in all subgroups, which increased from a minimum of 1.45-fold to a maximum of 34.22-fold. The gap of the mortality rates between PC group and CCS group narrowed as the patients aged and with the seriousness of the diseases increased. Most patients with PC or CCS who died in-hospital or within 30 days after discharge were 70 years of age or older, and a large number of them received a CCI score of at least 1. The AAPCs of the overall mortality rates from 2003 to 2012 decreased by 6.78% each year for PC and by 7.33% each year for CCS. PC was related to a higher rate of cholecystitis recurrence and readmission for complications, but a lower rate of in-hospital complications and routine discharge than CCS, and 36.41% of all patients treated with PC underwent subsequent CCS. Additionally, the patients with PC experienced longer hospital stays and generated higher costs than the patients with CCS. CONCLUSION: Patients who underwent PC demonstrated poorer prognoses than did patients who underwent CCS. The role of PC in the Tokyo guidelines may be overstated; it is not as safe as the Tokyo guidelines have suggested in moderate-grade cholecystitis cases, and it should be limited to only the elderly and sicker patients.
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Colecistectomía/métodos , Colecistitis Aguda/cirugía , Colecistostomía/métodos , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Humanos , Estudios Longitudinales , Persona de Mediana Edad , Recurrencia , Taiwán , Resultado del TratamientoRESUMEN
OBJECTIVE: To provide empirical evidence on the effect of early physical therapy (PT) within the first year of osteoarthritis (OA) diagnosis on reduction in OA-related comorbidities in patients with OA. DESIGN: Retrospective cohort study. SETTING: The study was conducted using a nationally representative sample of 1 million National Health Insurance enrollees. PARTICIPANTS: Newly diagnosed patients with OA (N=13,545). One-to-one propensity score matching was used to match patients who received PT within the first year of OA diagnosis (PT group; n=3403) with an equal number of patients with OA who did not receive PT (non-PT group). INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: The 4-year cumulative risk of comorbidities including coronary artery disease (CAD), diabetes mellitus, dyslipidemia, osteoporosis, gastrointestinal tract ulcer, and renal failure was estimated. A Cox proportional hazards regression analysis was performed to identify the dose-response relation between the PT dosage and the risk of OA-related comorbidities. RESULTS: A total of 3403 patients (25.1%) received PT within the first year of OA diagnosis. The PT group had a significantly lower 4-year cumulative risk of dyslipidemia (P=.05) and a potentially lower 4-year cumulative risk of CAD (P=.09). After adjusting for other potential confounders, the Cox proportional hazards regression analysis showed that patients with OA who received a high PT dosage had a low risk of CAD and dyslipidemia. CONCLUSIONS: Patients with OA who received PT had a lower risk of OA-related comorbidities such as dyslipidemia or CAD.
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Enfermedad de la Arteria Coronaria/epidemiología , Dislipidemias/epidemiología , Osteoartritis/epidemiología , Osteoartritis/rehabilitación , Modalidades de Fisioterapia , Adulto , Anciano , Diabetes Mellitus/epidemiología , Femenino , Humanos , Masculino , Persona de Mediana Edad , Osteoporosis/epidemiología , Evaluación de Resultado en la Atención de Salud , Úlcera Péptica/epidemiología , Puntaje de Propensión , Insuficiencia Renal/epidemiología , Estudios Retrospectivos , Factores de Riesgo , Taiwán/epidemiologíaRESUMEN
BACKGROUND: Although numerous epidemiological studies on appendicitis have been conducted worldwide, only a few studies have paid attention to the effect of socioeconomic status on appendicitis, particularly studies focusing on the low-income population (LIP). METHODS: We analyzed the epidemiological features of appendicitis in Taiwan using data from the National Health Insurance Research Database from 2003 to 2011. All cases diagnosed as appendicitis were enrolled. RESULTS: Between 2003 and 2011, 2,916 patients from the LIP and 209,206 patients from the normal population (NP) were diagnosed with appendicitis. Our finding revealed that the ratios of comorbidities, complicated appendicitis, and readmissions in LIP patients were slightly higher than those of NP patients. LIP patients were more likely to live in suburban and rural areas, and hence a higher proportion of them were hospitalized in a district or regional hospital compared with NP patients. The crucially finding was that the overall incidence ratios of appendicitis, acute appendicitis, and perforated appendicitis in the LIP were substantially higher than those in the NP (36.25%, 35.33%, and 37.28%, respectively). The mean LOS in LIP patients was longer than that of NP patients. The overall case-fatality ratio of appendectomy in the LIP was higher when compared with the NP (0.41% versus 0.12%, p < 0.05). We also observed that appendicitis was occurred frequently in male patients, with a higher incidence for those aged 15-29 years in both the LIP and NP. The incidences of incidental appendectomy showed a decreasing trend in both the LIP and NP. Finally, a valuable discovery was that the total hospital cost was comparable between the laparoscopic appendectomy (LA) and open appendectomy (OA) (1,178 ± 13 USD versus 1,191 ± 19 USD, p < 0.05) in LIP patients because they saved more hospitalization costs than NP patients when the previous one chose the LA. CONCLUSION: This study confirmed that a lower socioeconomic status has significantly negative impact on the occurrence and treatment of appendicitis and appendectomy. In terms of hospital costs and LOS, LIP patients benefit more from the LA approach than they do from the OA approach in the treatment of appendicitis.
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Apendicectomía/estadística & datos numéricos , Apendicitis/epidemiología , Apendicitis/cirugía , Pobreza/estadística & datos numéricos , Centros Médicos Académicos/estadística & datos numéricos , Adolescente , Adulto , Factores de Edad , Anciano , Apendicectomía/economía , Apendicectomía/mortalidad , Apendicitis/complicaciones , Niño , Preescolar , Comorbilidad , Femenino , Costos de Hospital/estadística & datos numéricos , Hospitales de Distrito/estadística & datos numéricos , Humanos , Incidencia , Lactante , Recién Nacido , Laparoscopía/economía , Tiempo de Internación/estadística & datos numéricos , Masculino , Persona de Mediana Edad , Readmisión del Paciente/estadística & datos numéricos , Población Rural/estadística & datos numéricos , Factores Sexuales , Población Suburbana/estadística & datos numéricos , Taiwán/epidemiología , Población Urbana/estadística & datos numéricos , Adulto JovenRESUMEN
BACKGROUND: Numerous epidemiological studies have compared outcomes between laparoscopic appendectomies (LA) and open appendectomies (OA); however, few studies have assessed the efficacy of LA specifically in a low-income population (LIP). METHODS: We analyzed the trends in the utilization and outcomes of LA versus OA in an LIP in Taiwan using data from the National Health Insurance (NHI) Research Database. RESULTS: Steady temporal growth trends were observed for the patients who underwent LA in both the LIP and general population (GP); however, in each study year, the proportion of LIP patients who underwent LA was lower than the proportion of GP patients who underwent the procedure. The LIP patients were more susceptible to payment policies than the GP patients; thus, more attention should be paid to vulnerable patient populations when formulating and revising NHI payment policies. Compared with OAs, LAs were associated with a slightly higher rate of routine patient discharges and a lower rate of in-hospital complications (1.48% vs. 3.76%, p < 0.05). The rate of readmission for complications was lower in patients after LA than in patients after OA (1.64% vs. 3.89%, p < 0.05). The overall case-fatality rate of LIP patients who underwent LA was lower than that of those who underwent OA. LA was correlated with a significantly shorter length of hospital stay (LOS) compared with OA (3.80 ± 0.08 vs. 5.51 ± 0.11, p < 0.05). The average hospital cost for LA was slightly less than that for OA (1178 ± 13 vs. 1191 ± 19 USD, p < 0.05). A higher percentage of patients who underwent OA required an LOS longer than 14 days compared to patients who underwent LA (7.73% vs. 1.97%, p < 0.05). Regarding hospital costs and LOS, LA showed significant advantages over OA in the subpopulations of male patients, patients 45 years old and older, patients with Charlson Comorbidity Index (CCI) scores of two or more, and patients with complicated cases of appendicitis. CONCLUSION: The LIP patients benefited more from the LA approach than the OA approach in the treatment of appendicitis, especially regarding LOS, in-hospital complications, in-hospital mortality, and routine discharge rates.
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Apendicectomía/métodos , Laparoscopía/estadística & datos numéricos , Evaluación de Resultado en la Atención de Salud , Pobreza , Adolescente , Adulto , Niño , Preescolar , Bases de Datos Factuales , Femenino , Humanos , Lactante , Masculino , Persona de Mediana Edad , Taiwán , Adulto JovenRESUMEN
OBJECTIVE: To explore major patient and provider characteristics influencing the receipt of physical therapy (PT) among patients newly diagnosed with osteoarthritis. DESIGN: A population-based, cross-sectional study on outpatient PT for patients newly diagnosed with osteoarthritis within the period of 2005 to 2010. SETTING: Sample of 1 million National Health Insurance enrollees. PARTICIPANTS: People aged ≥18 years with an incidence of osteoarthritis and receiving initial outpatient treatment. A total of 29,012 patients were included (N=29,012). INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: The outcome variable of interest was the probability of receiving PT within 1 year of osteoarthritis diagnosis. Both individual and provider characteristics were investigated to determine their influence on PT receipt. RESULTS: Of the 29,012 included patients with osteoarthritis, only 24.8% of them received PT within the first year of diagnosis. Men and older adults were less likely to receive PT. In addition, low-income patients with osteoarthritis were less likely to receive PT. Furthermore, PT receipt was increased in patients treated by physicians who were women and by physicians who specialized in rehabilitation medicine. In addition, we observed a pattern indicating that the lower the accreditation level of the practice setting, the greater the probability of receiving PT. CONCLUSIONS: Because of the National Health Insurance program in Taiwan, direct medical costs of PT have been substantially reduced; however, variations are still observed among different patient and provider characteristics. The major role of providers in PT receipt for patients with osteoarthritis should not be ignored.
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Osteoartritis/rehabilitación , Modalidades de Fisioterapia/estadística & datos numéricos , Acreditación , Adulto , Factores de Edad , Anciano , Estudios Transversales , Femenino , Humanos , Renta , Masculino , Persona de Mediana Edad , Programas Nacionales de Salud , Osteoartritis/epidemiología , Medicina Física y Rehabilitación , Médicos/estadística & datos numéricos , Factores Sexuales , Taiwán/epidemiología , Adulto JovenRESUMEN
BACKGROUND: An increased number of emergency visits at the end of life may indicate poor-quality cancer care. The study aimed to investigate the prevalence and utilization of emergency visits and to explore the reasons for emergency department (ED) visits among cancer patients at the end of life. METHODS: A retrospective cohort study was performed by tracking one year of ambulatory medical service records before death. Data were collected from the cancer dataset of Taiwan's National Health Insurance Research Database (NHIRD). RESULTS: A total of 32,772 (19.2%) patients with malignant cancer visited EDs, and 23,883 patients died during the study period. Of these, the prevalence of emergency visits in the mortality group was 81.5%, and their ED utilization was significantly increased monthly to the end of life. The most frequent types of cancer were digestive and peritoneum cancers (34.8%), followed by breast cancer (17.7%) and head and neck cancers (13.3%). Older patients, males, and those diagnosed with metastases, respiratory or digestive cancer were more likely to use ED services at the end of life. Use of an ED service in the nearest community hospital to replace medical centers for dying cancer patients would be more acceptable in emergency situations. CONCLUSIONS: Our study provided population-based evidence related to ED utilization. An understanding of the reasons for such visits could be useful in preventing overuse of ED visits to improve the quality of end-of-life care.
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Servicio de Urgencia en Hospital/estadística & datos numéricos , Neoplasias/mortalidad , Adulto , Anciano , Anciano de 80 o más Años , Servicio de Urgencia en Hospital/economía , Femenino , Humanos , Tiempo de Internación , Masculino , Persona de Mediana Edad , Neoplasias/patología , Estudios Retrospectivos , Índice de Severidad de la Enfermedad , Taiwán/epidemiologíaRESUMEN
OBJECTIVE: To explore the function and mechanism of CCL19 in the pathogenesis of rheumatoid arthritis. METHODS: Synovial fibroblasts were collected from 5 cases of rheumatoid arthritis. Peripheral blood mononuclear cells (PBMCs) were obtained from 5 healthy people by Ficoll-Hypaque density gradien centrifugation. The cells were stimulated with IL-1beta, TNF-alpha, IL-17 and other cytokines, and then the expression of CCL19 was detected by RT-PCR. The cells also were treated with different concentration of CCL19, then the expressions of IL-1beta, TNF-alpha were detected by RT-PCR, the expressions of p-ERK, p-p38 were detected by western blot. RESULTS: IL-1beta promoted the CCL19/CCR7 expression in both synovial fibroblasts and PBMCs. CCL19 upregulated the expression of IL-10 in both synovial fibroblasts and PBMCs. The stimulation of CCL19 also increased its receptor CCR7 expression. CCL19 activated p-ERK and p-p38 in PBMCs. CONCLUSION: The positive feedback loop between CCL19 and IL-1 participate in the development of rheumatoid arthritis.
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Artritis Reumatoide/fisiopatología , Quimiocina CCL19/metabolismo , Inflamación/fisiopatología , Interleucina-1beta/farmacología , Células Cultivadas , Fibroblastos/metabolismo , Humanos , Interleucina-10/metabolismo , Interleucina-17/farmacología , Leucocitos Mononucleares/metabolismo , Sistema de Señalización de MAP Quinasas , Membrana Sinovial/citología , Factor de Necrosis Tumoral alfa/farmacologíaRESUMEN
To investigate the major injury patterns associated with traffic accidents and evaluate the risk factors of the main injury, a survey of Taiwan's national insurance admission data between 2002 and 2011 was performed. The incidence of traffic-accidents-related hospitalization was between 9.17% and 11.54% and the average mortality rate of the inpatients admitted due to traffic accidents was 0.68%. Of all inpatients due to road traffic accidents in Taiwan, orthopedic fractures were the most common injuries that accounted for 29.36% of them. There were a total of 391,197 cases of three orthopedic fracture groups that were divided into (1) fracture of upper limb, (2) fracture of lower limb, and (3) fracture of spine and trunk. An increase in national medical cost used for inpatients with orthopedic fractures was noted and ranged from US$ 45.6 million to US$ 86 million annually. These orthopedic fracture patterns were frequently associated with other injuries especially head injuries (ranged from 14% to 26%). A significant relation to male gender, older age, low income, and admission to high-level hospital to the observed fracture patterns was observed.
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Accidentes de Tránsito , Fracturas Óseas/epidemiología , Pacientes Internos , Admisión del Paciente , Heridas y Lesiones/epidemiología , Adolescente , Adulto , Anciano , Niño , Recolección de Datos , Femenino , Fracturas Óseas/etiología , Humanos , Masculino , Persona de Mediana Edad , Taiwán/epidemiología , Heridas y Lesiones/etiología , Adulto JovenRESUMEN
BACKGROUND: Lower extremity (LE) peripheral artery disease (PAD), which is associated with a reduced quality of life and increased mortality from atherosclerotic cardio-/cerebro-vascular occlusion, is a significant public health problem, especial for an aging society such as that of Taiwan. METHODS: Specific datasets of the 2000-2011 nationwide inpatient databases were analyzed. Two inclusion criteria, including one of the major diagnosis codes of PAD and one of three categorical invasive treatments of LE PAD, were used consecutively to select cases diagnosed as LE PAD and receiving invasive treatment. The epidemiology of invasively-treated PAD in Taiwan was estimated, and the influences of potential confounders on these invasively-treated methods were evaluated. RESULTS: In general, the invasively-treated incidence of PAD in Taiwan doubled, from 3.73/10,000 (in 2000) to 7.48/10,000 (in 2011). On average, the total direct medical cost of one hospitalized and invasively-treated PAD case ranged from $US 4,600 to $US 5,900. The annual cases of bypass surgery for the PAD cases averaged 1,000 and the cases for limb amputation ranged from 4,100 to 5,100 annually. However, the number of percutaneous transluminal angioplasty (PTA) procedures remarkably increased by 15 times, from 600/year to 9,100/year, from 2000 to 2011. 51.3% of all the enrolled cases were treated with limb amputations, and female, young and middle-aged people (30-65 years of age), DM patients and those on a low income had a tendency to undergo amputation due to PAD. 37.6% of all the enrolled cases were treated with PTAs related to hypertension, cardiovascular disease, hyperlipidemia and catastrophic Illness. 2-year PTA failure rates of 22.13%, 11.91% and 10.61% were noted among the first (2000-2001), second (2004-2005) and the third (2008-2009) cohort groups, respectively. CONCLUSIONS: In Taiwan, a gender difference and age and period effects on the invasively-treated incidence of LE PAD were observed. Female, young and middle-aged people (30-50 and 50-65 years of age), DM patients and those on a low income had a tendency to undergo amputation. The number of PTA procedures remarkably increased, but the 2-year failure rate of PTAs reduced from 2000 to 2011.
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Hospitalización/estadística & datos numéricos , Extremidad Inferior/irrigación sanguínea , Enfermedad Arterial Periférica/epidemiología , Enfermedad Arterial Periférica/terapia , Adulto , Distribución por Edad , Anciano , Bases de Datos Factuales , Femenino , Humanos , Incidencia , Masculino , Persona de Mediana Edad , Factores de Riesgo , Distribución por Sexo , Taiwán/epidemiología , Factores de TiempoRESUMEN
BACKGROUND: The relationship between psychiatric disorders and musculoskeletal injuries is interesting but has not been investigated in depth. STUDY DESIGN: A retrospective cohort study, based on a large-sample nationwide database, was performed during 2000-2005 in Taiwan. METHODS: All subjects matching the inclusion criteria of psychiatric-associated ICD9-CM diagnostic codes in 2000 were selected as the inception cohort population. Another cohort-based case-control study was designed, and one sex-matched and age-matched (1:1) control group randomly selected from the population without any prevalent psychiatric disorder in 2000 and incident psychiatric disorder in 2001-2005 was used for comparison. RESULTS: 64,662 Taiwanese people with any prevalent psychiatric disorder were enrolled in this study in 2000. The 6-year cumulative incidences of orthopedic injuries were 13.61/10,000 for femoral neck/femur fracture and 4.64/10,000, 3.40/10,000, 3.25/10,000, and 3.09/10,000 for radius/ulna or hand fracture, tibia/fibula or patella fracture, ankle or foot fracture, and humeral fracture, respectively. Compared with the control group, this Taiwanese population with prevalent psychiatric disorders had fewer incidences of all orthopedic injuries during the 6 years since 2000, and their cumulative incidence ratios ranged from 0.04 to 0.4 for the different injury sites. For lower-limb fractures, compared with the age stratum of less than 20-years-old, the odds ratios (OR) for the age strata 80-years-old or more and 60-79-years-old were 15.84 (95 % CI 4.55-55.20) and 6.11 (95 % CI 1.92-19.49), respectively. The people with organic psychotic conditions had a significantly greater tendency to suffer upper-limb and lower-limb fractures than those with other psychiatric diagnoses (the ranges of ORs were 3.23-16.67 and 2.13-25.00, respectively). CONCLUSION: Subjects with prevalent psychiatric disorders had fewer occurrences of orthopedic injuries than the general population. Among this specific population, an organic psychotic condition and old age were risk factors for suffering fracture of a limb.
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Fracturas Óseas/epidemiología , Fracturas Óseas/etiología , Luxaciones Articulares/epidemiología , Luxaciones Articulares/etiología , Trastornos Mentales/complicaciones , Adulto , Anciano , Estudios de Cohortes , Femenino , Humanos , Incidencia , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Factores de Riesgo , Taiwán/epidemiología , Factores de Tiempo , Adulto JovenRESUMEN
BACKGROUND: The need to obtain information on the dental prosthetic treatment needs (DPTNs) of inpatients with schizophrenia is unrecognized. This study aims to assess the DPTNs of this population and investigate the association between these needs and related factors. METHODS: The results of an oral health survey involving 1,103 schizophrenic adult inpatients in a long-term care institution in Taiwan were used. Chi-square tests and multiple logistic analyses were used to measure the independent effects of the characteristics of each subject on their DPTNs. RESULTS: Of the subjects, 805 (73.0%) were men and 298 (27.0%) were women. The mean age was 50.8 years. A total of 414 (37.5%) required fixed prosthesis, whereas 700 (63.5%) needed removable prosthesis. Multivariate analyses show that fixed prosthesis is associated with age only after adjusting for other potential independent variables. Older subjects who had a lower educational attainment or a longer length of stay required removable prosthesis. CONCLUSIONS: The findings of this study show that the DPTNs of schizophrenic inpatients are not being met. Therefore, a special approach to the dental prosthetic treatment of these patients should be developed.
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Atención Dental para Enfermos Crónicos , Prótesis Dental/estadística & datos numéricos , Necesidades y Demandas de Servicios de Salud/estadística & datos numéricos , Pacientes Internos , Esquizofrenia , Adulto , Anciano , Análisis de Varianza , Distribución de Chi-Cuadrado , Intervalos de Confianza , Estudios Transversales , Femenino , Hospitales Psiquiátricos , Humanos , Modelos Logísticos , Cuidados a Largo Plazo , Masculino , Persona de Mediana Edad , Taiwán , Adulto JovenRESUMEN
BACKGROUND/PURPOSE: There is little comparative research evidence to support the claim that there is disparity in dental care between inpatients with schizophrenia and the disabled people or the general population. This study aimed to investigate whether schizophrenia inpatients had poorer dental care and worse oral health than the disabled people and the general population, respectively. METHODS: An oral health survey was conducted in a specific-psychiatric long-term care institution in Taiwan in 2006. The results of this survey were compared with the findings of oral health investigations of the disabled people or the general population in Taiwan using proportion test and t-test. RESULTS: This study used decayed, missing, and filled teeth index (DMFT) to describe the condition of dental caries. Compared with the disabled people, schizophrenia inpatients aged 19 to 44 years had a lower subjects' filling rate of DMFT index (FI) and a higher caries experience, but schizophrenia inpatients aged 45 or more had a lower mean number of DMFT. Compared with the general population, schizophrenia inpatients had higher caries experience, mean number of DMFT, percentage edentulous, and community periodontal index and lower FI and number of remaining tooth among various gender or age groups. CONCLUSION: In Taiwan, inpatients with schizophrenia have a lower FI than the disabled people and a worse overall oral health status than the general population.
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Caries Dental/epidemiología , Personas con Discapacidad/estadística & datos numéricos , Pacientes Internos/estadística & datos numéricos , Salud Bucal , Esquizofrenia/epidemiología , Adolescente , Adulto , Distribución por Edad , Anciano , Anciano de 80 o más Años , Índice CPO , Caries Dental/complicaciones , Femenino , Encuestas Epidemiológicas , Disparidades en Atención de Salud , Hospitales Psiquiátricos , Humanos , Cuidados a Largo Plazo , Masculino , Persona de Mediana Edad , Higiene Bucal , Vigilancia de la Población , Taiwán/epidemiología , Adulto JovenRESUMEN
BACKGROUND: Almost all studies of pathologic fractures have been conducted based on patients with tumours and hospital-based data; however, in the present study, a nationwide epidemiological survey of pathologic fractures in Taiwan was performed and the medical utilization was calculated. METHODS: All claimants of Taiwan's National Health Insurance (NHI) Program in 2008 were included in the target population of this descriptive cross-sectional study. The registration and inpatient expenditure claims data by admission of all hospitalized subjects of the target population were examined and the concomitant International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) diagnosis codes were evaluated and classified into seven major categories of fracture. RESULTS: A total of 5,244 incident cases of pathologic fracture were identified from the 2008 hospitalized patient claims data. The incidence of pathologic fracture of the humerus, distal radius/ulna, vertebrae, femoral neck, other part of the femur, and tibia/fibula was 0.67, 0.08, 10.58, 1.11, 0.56, and 0.11 per 100,000 people, respectively, and patients with those fractures were hospitalized for 43.9 ± 42.9, 31.1 ± 32.9, 29. 4 ± 34.4, 43.3 ± 41.2, 42.4 ± 38.1, and 42.0 ± 32.8 days, respectively, incurring an average medical cost of US$11,049 ± 12,730, US$9,181 ± 12,115, US$6,250 ± 8,021, US$9,619 ± 8,906, US$10,646 ± 11,024, and US$9,403 ± 9,882, respectively. The percentage of patients undergoing bone surgery for pathologic fracture of the humerus, radius/ulna, vertebrae, femoral neck, other part of the femur, and tibia/fibula was 31.2%, 44.4%, 11.3%, 46.5%, 48.4%, and 52.5% respectively. CONCLUSIONS: Comparing Taiwan to other countries, this study observed for Taiwan higher medical utilization and less-aggressive surgical intervention for patients hospitalized with pathologic fractures.
Asunto(s)
Fijación Interna de Fracturas/estadística & datos numéricos , Fracturas Espontáneas/epidemiología , Fracturas Espontáneas/cirugía , Hospitalización/estadística & datos numéricos , Programas Nacionales de Salud/estadística & datos numéricos , Adulto , Anciano , Anciano de 80 o más Años , Estudios Transversales , Femenino , Fijación Interna de Fracturas/métodos , Curación de Fractura/fisiología , Fracturas Espontáneas/clasificación , Humanos , Incidencia , Clasificación Internacional de Enfermedades , Tiempo de Internación , Masculino , Persona de Mediana Edad , Pronóstico , Sistema de Registros , Medición de Riesgo , Taiwán/epidemiologíaRESUMEN
BACKGROUND: The epidemiology of acute orthopedic dislocations is poorly understood. A nationwide database provides a valuable resource for examining this issue in the Taiwanese population. METHODS: A 6-year retrospective cohort study of 1,000,000 randomly-sampled beneficiaries from the year 2005 was used as the original population. Based on the hospitalized and ambulatory data, the concomitant ICD9-CM diagnosis codes and treatment codes were evaluated and classified into 8 and 3 major categories, respectively. The cases matching both inclusive criteria of dislocation-related diagnosis codes and treatment codes were defined as incident cases. RESULTS: During 2000-2005, the estimated annual incidence (per 100,000 population) of total orthopedic dislocations in Taiwan was 42.1 (95%CI: 38.1-46.1). The major cause of these orthopedic dislocations was traffic accidents (57.4%), followed by accident falls (27.5%). The annual incidence dislocation by location was shoulder, 15.3; elbow, 7.7; wrist, 3.5; finger, 4.6; hip, 5.2; knee, 1.4; ankle, 2.0; and foot, 2.4. Approximately 16% of shoulder dislocations occurred with other concomitant fractures, compared with 17%, 53%, 16%, 76% and 52%, respectively, of dislocated elbow, wrist, hip, knee, and ankle cases. Including both simple and complex dislocated cases, the mean medical cost was US$612 for treatment of a shoulder dislocation, $504 for the elbow, $1,232 for the wrist, $1,103 for the hip, $1,888 for the knee, and $1,248 for the ankle. CONCLUSIONS: In Taiwan, three-quarters of all orthopedic dislocations were of the upper limbs. The most common complex fracture-dislocation was of the knee, followed by the wrist and the ankle. Those usually needed a treatment combined with open reduction of fractures and resulted in a higher direct medical expenditure.