RESUMEN
BACKGROUND: We explored the effect of Chinese herbal medicine (CHM) on the long-term survival of lung cancer patients and hazard ratio (HR) and to analyse CHM herbs and formulas for lung cancer treatment. METHODS: We conducted a retrospective cohort study on diagnosed lung cancer patients in 2003-2016 from Taipei and Dalin Tzu Chi General Hospital Cancer Registry Database and from outpatient database from Chinese Medicine and Conventional Medicine Department. We categorised the patients into CHM user and CHM nonuser groups according to the CHM consumption time. After passing the proportional hazard assumption, we used the Cox PH model to calculate the groups' survival hazard ratio (HR) and examine the statistical difference and effect of CHM on lung cancer survival. RESULTS: We classified 2557 lung cancer patients into 1643 CHM nonusers and 228 CHM users. The CHM users had lower mortality than the CHM nonusers. With the multivariable Cox model, we observed that the CHM use was associated with 35% lower risk of mortality (adjusted HR: 0.65; 95% confidence interval: 0.51-0.76). Continuous CHM use of >180 days may further lessen the mortality risk by 64%. Finally, eight herbs and two formulas could significantly lower the mortality. After pairing the eight herbs for analysis, seven combinations could reduce the mortality better than only using one herb. CONCLUSION: CHM users had significantly lower mortality than CHM nonusers. The longer the CHM use, the more the mortality HR declined. Glehnia littoralisF. Schmidt ex Miq., Polyporus umbellatus(Pers.) Fries and Trichosanthes kirilowii Maxim. possess a highly substantial anticancer activity compared with other herbs.
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Medicamentos Herbarios Chinos/uso terapéutico , Neoplasias Pulmonares/tratamiento farmacológico , Neoplasias Pulmonares/mortalidad , Adulto , Anciano , Estudios de Cohortes , Quimioterapia Combinada , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estudios RetrospectivosRESUMEN
Bivariate survival analysis has wide applications. In the presence of covariates, most literature focuses on studying their effects on the marginal distributions. However covariates can also affect the association between the two variables. In this article we consider the latter issue by proposing a nonstandard local linear estimator for the concordance probability as a function of covariates. Under the Clayton copula, the conditional concordance probability has a simple one-to-one correspondence with the copula parameter for different data structures including those subject to independent or dependent censoring and dependent truncation. The proposed method can be used to study how covariates affect the Clayton association parameter without specifying marginal regression models. Asymptotic properties of the proposed estimators are derived and their finite-sample performances are examined via simulations. Finally, for illustration, we apply the proposed method to analyze a bone marrow transplant data set.
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Análisis de Supervivencia , Trasplante de Médula Ósea/mortalidad , Simulación por Computador , Humanos , Tablas de Vida , Modelos Lineales , Conceptos Matemáticos , Modelos Estadísticos , Análisis Multivariante , Probabilidad , Estadísticas no ParamétricasRESUMEN
BACKGROUND AND AIM: In Taiwan, unsedated esophagogastroduodenoscopy (EGD) is widely used, but it is uncomfortable for some patients. While meperidine has been adopted in colonoscopy, its use in EGD has not received extensive attention. This was a prospective study to investigate the use of meperidine as a single sedative agent during EGD. METHODS: One hundred and forty patients were randomized to receive either 25-mg meperidine (n = 70) or placebo (n = 70) by intramuscular injection before EGD. The primary outcome was patient discomfort scores. The secondary outcomes included patient, endoscopist, and EGD-related variables. RESULTS: Patients in the meperidine group reported less discomfort during esophageal intubation (median score of 2.0 and interquartile range [IQR] of 0-4.0 vs median score of 4.8 and IQR of 1.7-7.0, respectively; P < 0.001) and during the procedure (median score of 1.0 [IQR 0-3.1] vs 3.5 [IQR 0-5.6], P = 0.001) than patients in the placebo group. The endoscopist found patients in the meperidine group had better tolerance during esophageal intubation (median score of 1.0 [IQR 0-2.0] vs 2.0 [IQR 1.0-3.0], P = 0.021) and during the procedure (median score of 0 [IQR 0-1.0] vs 1.0 [IQR 0-3.0], P < 0.001). After the procedure more patients in the meperidine group (71.4% vs 35.7%, P < 0.001) experienced self-limited dizziness that prolonged recovery by â¼3.7 min. CONCLUSIONS: After receiving meperidine injection, patients had better tolerance and less discomfort during diagnostic EGD (NCT01547520).
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Sedación Consciente/métodos , Duodenoscopía , Esofagoscopía , Enfermedades Gastrointestinales/diagnóstico , Gastroscopía , Hipnóticos y Sedantes/administración & dosificación , Meperidina/administración & dosificación , Adulto , Método Doble Ciego , Femenino , Humanos , Inyecciones Intramusculares , Masculino , Persona de Mediana Edad , Placebos , Cuidados Preoperatorios , Estudios Prospectivos , Resultado del Tratamiento , Tracto Gastrointestinal SuperiorRESUMEN
Medical studies often involve semi-competing risks data, which consist of two types of events, namely terminal event and non-terminal event. Because the non-terminal event may be dependently censored by the terminal event, it is not possible to make inference on the non-terminal event without extra assumptions. Therefore, this study assumes that the dependence structure on the non-terminal event and the terminal event follows a copula model, and lets the marginal regression models of the non-terminal event and the terminal event both follow time-varying effect models. This study uses a conditional likelihood approach to estimate the time-varying coefficient of the non-terminal event, and proves the large sample properties of the proposed estimator. Simulation studies show that the proposed estimator performs well. This study also uses the proposed method to analyze AIDS Clinical Trial Group (ACTG 320).
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Funciones de Verosimilitud , Análisis de Regresión , Riesgo , Síndrome de Inmunodeficiencia Adquirida/diagnóstico , Síndrome de Inmunodeficiencia Adquirida/inmunología , Simulación por Computador , VIH/inmunología , Infecciones por VIH/tratamiento farmacológico , Infecciones por VIH/inmunología , Inhibidores de la Proteasa del VIH/uso terapéutico , Humanos , Indinavir/uso terapéuticoRESUMEN
Recurrent events data are commonly seen in longitudinal follow-up studies. Dependent censoring often occurs due to death or exclusion from the study related to the disease process. In this article, we assume flexible marginal regression models on the recurrence process and the dependent censoring time without specifying their dependence structure. The proposed model generalizes the approach by Ghosh and Lin (2003, Biometrics 59, 877-885). The technique of artificial censoring provides a way to maintain the homogeneity of the hypothetical error variables under dependent censoring. Here we propose to apply this technique to two Gehan-type statistics. One considers only order information for pairs whereas the other utilizes additional information of observed censoring times available for recurrence data. A model-checking procedure is also proposed to assess the adequacy of the fitted model. The proposed estimators have good asymptotic properties. Their finite-sample performances are examined via simulations. Finally, the proposed methods are applied to analyze the AIDS linked to the intravenous experiences cohort data.
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Modelos Estadísticos , Recurrencia , Análisis de Regresión , Síndrome de Inmunodeficiencia Adquirida/patología , Biometría/métodos , Estudios de Seguimiento , Humanos , Estudios LongitudinalesRESUMEN
BACKGROUND: Investigators in the US described large volume water infusion with marked benefits but acknowledged the limitation of male veteran predominance in the study subjects. The aim of this study was to assess the feasibility of large volume water infusion in Asian patients undergoing minimal sedation diagnostic colonoscopy in a community setting. METHODS: Consecutive patients who underwent colonoscopy were randomized to receive large volume (entire colon) (Group A, n=51), limited volume (rectum and sigmoid colon) (Group B, n=51) water infusion, or air insufflation (Group C, n=51). Pain during insertion, completion rate, cecal intubation and total procedure times, and patient satisfaction were evaluated. Pain and satisfaction were assessed with a 0-10 visual analog scale. RESULTS: The mean pain scores during insertion were lower in the Group A and Group B than in Group C, 3.3±2.4, 3.0±2.2 and 4.4±2.6, respectively (p=0.028 and p=0.004). The completion rates and cecal intubation times were similar among the three groups. The procedure time was significantly longer in Group A than in group C (15.3±5.9 min vs. 13.1±5.4 min, p=0.049). Overall satisfaction with the procedure was greater in Group B than in Group C only (9.7±0.5 vs. 9.4±0.8, p=0.044). CONCLUSIONS: Diagnostic colonoscopy with large volume water infusion without air insufflation appears to be feasible in minimally sedated Asian patients in a community setting. Measures to improve the outcome further are discussed.