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1.
Int J MCH AIDS ; 13: e003, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38694892

RESUMO

The global challenge posed by the human immunodeficiency virus (HIV) and its manifestation as acquired immunodeficiency syndrome (AIDS) is underscored by the prevalence of 5.9 million people living with HIV in the Asia-Pacific region in 2018. Myanmar, among Asian nations, faces a particularly high burden with a prevalence of 0.7% among adults aged 15-49. Despite the disproportionate impact on at-risk populations, including injection drug users and commercial sex workers, there is a scarcity of data on public awareness of HIV/AIDS in Myanmar. This study utilizes the 2015-2016 Myanmar Demographic Health Survey to assess the impact of socioeconomic factors on the knowledge and attitudes of women toward HIV/AIDS. The analysis encompasses 12,885 respondents, revealing that while 91.6% were aware of AIDS, <60% possessed accurate knowledge of HIV transmission. The study identifies significant variations in knowledge and attitudes based on age, region, residence type, education, wealth index, and media exposure. Notably, younger women aged 15-19 exhibited the lowest HIV/AIDS knowledge scores. Wealth and education emerged as key determinants influencing both knowledge and attitudes. The findings emphasize the need for tailored public health interventions to address the knowledge gap among women in different settings in Myanmar. However, it is crucial to acknowledge the temporal limitation of the study, as the data were collected in 2015-2016. Caution is advised in generalizing the results to the present day, emphasizing the necessity for ongoing research to capture the evolving landscape of HIV/AIDS awareness. This study contributes valuable insights that can inform targeted interventions, promoting awareness and prevention strategies in Myanmar's dynamic public health context.

2.
Infect Chemother ; 56(2): 204-212, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38527778

RESUMO

BACKGROUND: The risk of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) transmission during the endemic phase may vary from that during the previous pandemic phase. We evaluated the risk of infection in a general population with laboratory-confirmed coronavirus disease 2019 (COVID-19) in a community setting in Korea. MATERIALS AND METHODS: This study included 1,286 individuals who had been in contact with an index COVID-19 case between January 24, 2020, and June 30, 2022. Variables such as age, sex, nationality, place of contact, level of contact, the status of exposed cases, period, and level of mask-wearing were assessed. RESULTS: Among 1,286 participants, 132 (10.30%) were confirmed to have COVID-19. With increasing age, the risk of the exposed persons contracting COVID-19 from index cases tended to increase (P <0.001), especially for people in their 70s (odds ratio, 1.24; 95% confidence interval, 1.11-1.40; P <0.001). We found an increasing trend in the risk of a COVID-19 exposed case becoming a secondary infection case (P <0.001) in long-term care facilities where the attack rate was high. CONCLUSION: The risk of COVID-19 transmission is high in long-term care facilities where many older adults reside. Intensive management of facilities at risk of infection and strict mask-wearing of confirmed COVID-19 cases are necessary to prevent the risk of COVID-19 infection.

3.
Pediatr Infect Dis J ; 42(8): 719-722, 2023 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-37171976

RESUMO

BACKGROUND: A 2-dose vaccination against varicella has been adopted in many places; however, it has not been widely introduced in Korea. This study aimed to assess 1-dose and 2-+dose vaccine effectiveness (VE) against laboratory-confirmed varicella in Korea to provide a scientific basis for developing an immunization strategy. METHODS: We constructed a national cohort using national surveillance data and the national immunization registry. From the cohort, we conducted a 1:2 matched nested case-control study to estimate and compare the VE of the 1-dose and 2-dose of varicella vaccination using exact conditional logistic regression. VE was calculated as [1 - matched odds ratio (OR) × 100%]. RESULTS: From January 1, 2011 to December 31, 2020, a total of 205,173 varicella cases were reported to the notifiable diseases surveillance system. Of these, we included 4,387 laboratory-confirmed varicella cases and 8,774 controls for the analyses. The VE of 1-dose vaccination was 16.8% (95% CI: -9.0% to 36.5%), whereas the VE of 2-doses of the vaccination was 98.6% (95% CI: 96.0%-99.5%). CONCLUSION: These findings suggest that the 2-dose vaccination strategy can be an effective strategy to prevent varicella.


Assuntos
Varicela , Criança , Humanos , Varicela/epidemiologia , Varicela/prevenção & controle , Estudos de Casos e Controles , Vacina contra Varicela , Vacinação , Herpesvirus Humano 3 , República da Coreia/epidemiologia
4.
Clin Genitourin Cancer ; 21(4): e211-e218.e4, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-37076338

RESUMO

INTRODUCTION: Selecting a patient-specific sequencing strategy to maximize survival outcomes is a clinically unmet need for patients with castration-resistant prostate cancer (CRPC). We developed and validated an artificial intelligence-based decision support system (DSS) to guide optimal sequencing strategy selection. PATIENTS AND METHODS: Clinicopathological data of 46 covariates were retrospectively collected from 801 patients diagnosed with CRPC at 2 high-volume institutions between February 2004 and March 2021. Cox-proportional hazards regression survival (Cox) modeling in extreme gradient boosting (XGB) was used to perform survival analysis for cancer-specific mortality (CSM) and overall mortality (OM) according to the use of abiraterone acetate, cabazitaxel, docetaxel, and enzalutamide. The models were further stratified into first-, second-, and third-line models that each provided CSM and OM estimates for each line of treatment. The performances of the XGB models were compared with those of the Cox models and random survival forest (RSF) models in terms of Harrell's C-index. RESULTS: The XGB models showed greater predictive performance for CSM and OM compared to the RSF and Cox models. C-indices of 0.827, 0.807, and 0.748 were achieved for CSM in the first-, second-, and third-lines of treatment, respectively, while C-indices of 0.822, 0.813, and 0.729 were achieved for OM regarding each line of treatment, respectively. An online DSS was developed to provide visualization of individualized survival outcomes according to each line of sequencing strategy. CONCLUSION: Our DSS can be used in clinical practice by physicians and patients as a visualized tool to guide the sequencing strategy of CRPC agents.


Assuntos
Neoplasias de Próstata Resistentes à Castração , Masculino , Humanos , Neoplasias de Próstata Resistentes à Castração/tratamento farmacológico , Neoplasias de Próstata Resistentes à Castração/genética , Estudos Retrospectivos , Medicina de Precisão , Inteligência Artificial , Aprendizado de Máquina , Nitrilas , Resultado do Tratamento
5.
Clin Exp Pediatr ; 66(4): 173-178, 2023 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-36550774

RESUMO

BACKGROUND: As coronavirus disease 2019 (COVID-19) transmission depends on factors such as demography, comorbidity, and patterns of daily activity, a better understanding of the societal factors of the infection among students would be useful in planning prevention strategies. However, no studies to date have focused on societal factors associated with COVID-19 transmission among students. PURPOSE: This study aimed to characterize the factors of a student population associated with COVID-19 transmission in the metropolitan city of Seoul, South Korea. METHODS: We analyzed the epidemiological data for laboratory-confirmed (reverse transcription polymerase chain reaction) COVID-19 cases collected by the Korea Disease Control and Prevention Agency and Ministry of Education from January 2020 to October 2021. We calculated the global Moran's index, local Moran's index, and Getis-Ord's index. A spatial regression analysis was performed to identify sociodemographic predictors of COVID-19 at the district level. RESULTS: The global spatial correlation estimated by Moran's index was 0.082 for the community population and 0.064 for the student population. The attack rate of adults aged 30- 59 years (P=0.049) was associated with an increased risk of COVID-19 attack rates in students, whereas the number of students per primary- (P=0.003) and middle- (P=0.030) school class was inversely associated with risk of COVID-19 attack among students. CONCLUSION: We found that COVID-19 transmission was more attributable to the community-level burden in students than adults. We recommend that public health initiatives target initiatives that protect students from COVID-19 when the community carries a high burden of infection.

6.
Clin Exp Pediatr ; 65(12): 555-562, 2022 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-36457198

RESUMO

Varicella (chickenpox) is an infectious disease caused by the highly contagious varicella zoster virus with a secondary attack rate greater than 90%. From this perspective, we aimed to establish the basis for a national varicella vaccine policy by reviewing vaccination programs and policies of countries that have introduced universal varicella vaccinations. As a result of the spread of varicella, an increasing number of countries are providing 2-dose vaccinations and universally expanding their use. In practice, the efficacy and effectiveness of vaccination differ among vaccines and vaccination programs. Optimized vaccination strategies based on each country's local epidemiology and health resources are required. Accordingly, it is necessary to evaluate the effectiveness of varicella vaccines in different settings. Given the short-term and fragmented vaccine effectiveness evaluation in Korea, it is necessary to evaluate its effectiveness at the national level and determine its schedule based on the evidence generated through these studies.

7.
Epidemiol Infect ; 150: e194, 2022 11 08.
Artigo em Inglês | MEDLINE | ID: mdl-36443943

RESUMO

Identification of geographical areas with high burden of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) transmission in schools using spatial analyses has become an important tool to guide targeted interventions in educational setting. In this study, we aimed to explore the spatial distribution and determinants of coronavirus disease 2019 (COVID-19) among students aged 3-18 years in South Korea. We analysed the nationwide epidemiological data on laboratory-confirmed COVID-19 cases in schools and in the communities between January 2020 and October 2021 in South Korea. To explore the spatial distribution, the global Moran's I and Getis-Ord's G using incidence rates among the districts of aged 3-18 years and 30-59 years. Spatial regression analysis was performed to find sociodemographic predictors of the COVID-19 attack rate in schools and in the communities. The global spatial correlation estimated by Moran's I was 0.647 for the community population and 0.350 for the student population, suggesting that the students were spatially less correlated than the community-level outbreak of SARS-CoV-2. In schools, attack rate of adults aged 30-59 years in the community was associated with increased risk of transmission (P < 0.0001). Number of students per class (in kindergartens, primary schools, middle schools and high schools) did not show significant association with the school transmission of SARS-CoV-2. In South Korea, COVID-19 in students had spatial variations across the country. Statistically significant high hotspots of SARS-CoV-2 transmission among students were found in the capital area, with dense population level and high COVID-19 burden among adults aged 30-59 years. Our finding suggests that controlling community-level burden of COVID-19 can help in preventing SARS-CoV-2 infection in school-aged children.


Assuntos
COVID-19 , Adulto , Criança , Humanos , COVID-19/epidemiologia , SARS-CoV-2 , Instituições Acadêmicas , Estudantes , República da Coreia/epidemiologia
8.
Investig Clin Urol ; 63(5): 486-498, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-36067994

RESUMO

In the clinical setting of renal cell carcinoma (RCC), immune reactions such as tumor-specific T cell responses can be spontaneous events or can be elicited by checkpoint inhibitors, cytokines, and other immunotherapy modalities. The results from immunotherapy have led to significant advances in treatment methods and patient outcomes. The approval of nivolumab primarily as a second-line monotherapy and the latest approval of novel combination therapies as first-line treatment have established the significance of immunotherapy in the treatment of RCC. In this perspective, chimeric antigen receptor (CAR)-T cell therapy represents a major advance in the developing field of immunotherapy. This treatment modality facilitates T cells to express specific CARs on the cell surface which are reinfused to the patient to treat the analogous tumor cells. After showing treatment potential in hematological malignancies, this new therapeutic approach has become a strong candidate as a therapeutic modality for solid neoplasms. Although CAR-T cell therapy has shown promise and clinical benefit compared to previous T-cell modulated immunotherapies, further studies are warranted to overcome unfavorable physiological settings and hindrances such as the lack of specific molecular targets, depletion of CAR-T cells, a hostile tumor microenvironment, and on/off-tumor toxicities. Several approaches are being considered and research is ongoing to overcome these problems. In this comprehensive review, we provide the rationale and preliminary results of CAR-T cell therapy in RCC and discuss emerging novel strategies and future directions.


Assuntos
Carcinoma de Células Renais , Neoplasias Renais , Receptores de Antígenos Quiméricos , Carcinoma de Células Renais/terapia , Terapia Baseada em Transplante de Células e Tecidos , Humanos , Imunoterapia Adotiva/métodos , Neoplasias Renais/terapia , Receptores de Antígenos Quiméricos/metabolismo , Microambiente Tumoral
9.
J Med Virol ; 94(2): 703-712, 2022 02.
Artigo em Inglês | MEDLINE | ID: mdl-34738261

RESUMO

Varicella is a highly contagious disease caused by the varicella-zoster virus (VZV). Given its tendency to cluster geographically, spatial analyses may provide a better understanding of the pattern of varicella transmission. We investigated the spatial characteristics of varicella in Korea and the risk factors for varicella at a national level. Using national surveillance and demographic data, we examined the spatial distribution of incidence rates and their spatial autocorrelation and calculated Moran's index. Spatial regression analysis was used to identify sociodemographic predictors of varicella incidence at the district level. An increasing tendency in the annual incidence of varicella was observed over a 12-year period (2006-2018), with a surge in 2017. There was a clear positive spatial autocorrelation of the varicella incidence rate during the surveillance period. During 2006-2014, High-High (HH) clusters were mostly confined to the northeast region and neighboring districts. The spatial error model showed that population density had a negative coefficient and childhood percentage, percentage of children under 12 years of age among the total population, had positive coefficient, whereas vaccine coverage was insignificant. The varicella incidence according to geographic region varied with population density, childhood percentage, suggesting the importance of community-level surveillance and monitoring strategies.


Assuntos
Varicela/epidemiologia , Herpesvirus Humano 3/isolamento & purificação , Análise Espaço-Temporal , Varicela/prevenção & controle , Varicela/virologia , Criança , Feminino , Humanos , Incidência , Masculino , Densidade Demográfica , República da Coreia/epidemiologia , Fatores de Risco , Vacinação/estatística & dados numéricos
10.
Biomolecules ; 11(4)2021 03 25.
Artigo em Inglês | MEDLINE | ID: mdl-33805919

RESUMO

The androgen receptor (AR) is one of the main components in the development and progression of prostate cancer (PCa), and treatment strategies are mostly directed toward manipulation of the AR pathway. In the metastatic setting, androgen deprivation therapy (ADT) is the foundation of treatment in patients with hormone-sensitive prostate cancer (HSPC). However, treatment response is short-lived, and the majority of patients ultimately progress to castration-resistant prostate cancer (CRPC). Surmountable data from clinical trials have shown that the maintenance of AR signaling in the castration environment is accountable for disease progression. Study results indicate multiple factors and survival pathways involved in PCa. Based on these findings, the alternative molecular pathways involved in PCa progression can be manipulated to improve current regimens and develop novel treatment modalities in the management of CRPC. In this review, the interaction between AR signaling and other molecular pathways involved in tumor pathogenesis and its clinical implications in metastasis and advanced disease will be discussed, along with a thorough overview of current and ongoing novel treatments for AR signaling inhibition.


Assuntos
Antagonistas de Receptores de Andrógenos/uso terapêutico , Neoplasias da Próstata/tratamento farmacológico , Receptores Androgênicos/metabolismo , Antagonistas de Receptores de Andrógenos/farmacologia , Benzamidas/uso terapêutico , Humanos , Masculino , Metástase Neoplásica , Nitrilas/uso terapêutico , Feniltioidantoína/uso terapêutico , Neoplasias da Próstata/mortalidade , Neoplasias da Próstata/patologia , Receptores Androgênicos/química , Transdução de Sinais/efeitos dos fármacos , Análise de Sobrevida , Microambiente Tumoral
11.
Vaccines (Basel) ; 9(2)2021 Feb 02.
Artigo em Inglês | MEDLINE | ID: mdl-33540949

RESUMO

Vaccine-related errors (VREs) result from mistakes in vaccine preparation, handling, storage, or administration. We aimed to assess physicians' and nurses' experiences of VREs in South Korea, focusing on reconstitution issues, and to understand the barriers to and facilitators of preventing them. This was a cross-sectional study using an internet-based survey to examine experiences of reconstitution-related errors, and experience or preference with regard to ready-to-use vaccines (RTU) by physicians and nurses. A total of 700 participants, including 250 physicians and 450 nurses, responded to the questionnaire. In total, 76.4% and 41.5% of the physicians and nurses, respectively, reported an error related to reconstituted vaccines. All errors had been reported as experienced by between 4.9% and 52.0% of physicians or nurses. The errors were reported to occur in more than one in 100 vaccinations for inadequate shaking of vaccines by 28.0% of physicians and 6.9% of nurses, incomplete aspiration of reconstitution vials by 28.0% of physicians and 6.4% of nurses, and spillage or leakage during reconstitution by 20.8% of physicians and 6.9% of nurses. A total of 94.8% of physicians had experience with RTU vaccines, and all preferred RTU formulations. In conclusion, this study highlights the high frequency and types of reconstitution-related errors in South Korea. RTU vaccines could help reduce the time needed for preparation and reduce the risk of errors in South Korea.

12.
Int J Biol Macromol ; 167: 35-45, 2021 Jan 15.
Artigo em Inglês | MEDLINE | ID: mdl-33227331

RESUMO

To develop an efficient vector for mitochondria-targeted drug delivery, we synthesized triphenylphosphonium (TPP)-modified glycol chitosan polymeric microspheres that had a unique chemical structure with both lipophilic phenyl groups and cationic phosphonium. Notably, TPP can easily pass through the phospholipid bilayer of mitochondria, thereby resulting in specific accumulation of a combined drug molecule in the mitochondria due to the membrane potential between TPP and its membrane. Therefore, TPP has been widely used as a mitochondria-targeting moiety. Triphenylphosphonium-glycol chitosan derivatives (GC-TPP and GME-TPP) with two different degrees of substitution (11% and 36%) were prepared by amidation and Michael addition. The chemical structures of GC-TPP and GME-TPP were characterized by 1H nuclear magnetic resonance and Fourier-transform infrared spectroscopy, and their sizes were measured via field emission scanning electron microscopy and dynamic light scattering. Cellular uptake through flow cytometric analysis and confocal microscopy confirmed that both GC-TPP and GME-TPP were well introduced into cells, targeting the mitochondria. In addition, cytotoxicity testing of the most common cell lines, such as HEK293, HeLa, NIH3T3, and HepG2, indicated the absence of polymer toxicity. To evaluate the carrier effectiveness of TPP for drug delivery, doxorubicin (Dox) was used as an anticancer drug. Confocal microscopy images showed that Dox-loaded GME-TPP accumulated inside cells more than Dox-loaded GC-TPP. The anticancer effects of Dox were also determined by MTT assay, apoptosis/necrosis assay, and three-dimensional spheroids. In summary, the results indicate that GC-TPP and GME-TPP microspheres possess great potential as effective drug delivery carriers.


Assuntos
Quitosana/química , Portadores de Fármacos/química , Sistemas de Liberação de Medicamentos , Microesferas , Mitocôndrias/efeitos dos fármacos , Compostos Organofosforados/química , Animais , Antineoplásicos/administração & dosagem , Linhagem Celular , Sobrevivência Celular/efeitos dos fármacos , Fenômenos Químicos , Técnicas de Química Sintética , Doxorrubicina/administração & dosagem , Humanos , Espectroscopia de Ressonância Magnética , Potencial da Membrana Mitocondrial/efeitos dos fármacos , Camundongos , Estrutura Molecular , Terapia de Alvo Molecular , Compostos Organofosforados/síntese química , Compostos Organofosforados/farmacologia , Tamanho da Partícula , Esferoides Celulares/efeitos dos fármacos
13.
Cancer Res Treat ; 53(2): 558-566, 2021 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-33070560

RESUMO

PURPOSE: Decision-making for treatment of newly diagnosed prostate cancer (PCa) is complex due to the multiple initial treatment modalities available. We aimed to externally validate the SCaP (Severance Study Group of Prostate Cancer) Survival Calculator that incorporates a long short-term memory artificial neural network (ANN) model to estimate survival outcomes of PCa according to initial treatment modality. MATERIALS AND METHODS: The validation cohort consisted of clinicopathological data of 4,415 patients diagnosed with biopsy-proven PCa between April 2005 and November 2018 at three institutions. Area under the curves (AUCs) and time-to-event calibration plots were utilized to determine the predictive accuracies of the SCaP Survival Calculator in terms of progression to castration-resistant PCa (CRPC)-free survival, cancer-specific survival (CSS), and overall survival (OS). RESULTS: Excellent discrimination was observed for CRPC-free survival, CSS, and OS outcomes, with AUCs of 0.962, 0.944, and 0.884 for 5-year outcomes and 0.959, 0.928, and 0.854 for 10-year outcomes, respectively. The AUC values were higher for all survival endpoints compared to those of the development cohort. Calibration plots showed that predicted probabilities of 5-year survival endpoints had concordance comparable to those of the observed frequencies. However, calibration performances declined for 10-year predictions with an overall underestimation. CONCLUSION: The SCaP Survival Calculator is a reliable and useful tool for determining the optimal initial treatment modality and for guiding survival predictions for patients with newly diagnosed PCa. Further modifications in the ANN model incorporating cases with more extended follow-up periods are warranted to improve the ANN model for long-term predictions.


Assuntos
Tomada de Decisões/fisiologia , Redes Neurais de Computação , Neoplasias da Próstata/mortalidade , Idoso , Humanos , Masculino , Memória de Curto Prazo , Pessoa de Meia-Idade , Análise de Sobrevida
14.
Int J Mol Sci ; 21(22)2020 Nov 12.
Artigo em Inglês | MEDLINE | ID: mdl-33198356

RESUMO

Metformin, an oral biguanide used for first-line treatment of type 2 diabetes mellitus, has attracted attention for its anti-proliferative and anti-cancer effects in several solid tumors, including prostate cancer (PCa). Liver kinase B1 (LKB1) and adenosine monophosphate-activated protein kinase (AMPK) activation, inhibition of the mammalian target of rapamycin (mTOR) activity and protein synthesis, induction of apoptosis and autophagy by p53 and p21, and decreased blood insulin level have been suggested as direct anti-cancer mechanisms of metformin. Research has shown that PCa development and progression are associated with metabolic syndrome and its components. Therefore, reduction in the risk of PCa and improvement in survival in metformin users may be the results of the direct anti-cancer mechanisms of the drug or the secondary effects from improvement of metabolic syndrome. In contrast, some research has suggested that there is no association between metformin use and PCa incidence or survival. In this comprehensive review, we summarize updated evidence on the relationship between metformin use and oncological effects in patients with PCa. We also highlight ongoing clinical trials evaluating metformin as an adjuvant therapy in novel drug combinations in various disease settings.


Assuntos
Diabetes Mellitus Tipo 2/tratamento farmacológico , Síndrome Metabólica/tratamento farmacológico , Metformina/uso terapêutico , Neoplasias da Próstata/tratamento farmacológico , Quinases Proteína-Quinases Ativadas por AMP , Antineoplásicos/uso terapêutico , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Apoptose , Autofagia , Glicemia/metabolismo , Ensaios Clínicos como Assunto , Inibidor de Quinase Dependente de Ciclina p21/metabolismo , Complicações do Diabetes/tratamento farmacológico , Intervalo Livre de Doença , Homeostase , Humanos , Insulina/metabolismo , Masculino , Síndrome Metabólica/complicações , Neoplasias da Próstata/complicações , Proteínas Quinases/metabolismo , Proteínas Serina-Treonina Quinases/metabolismo , Risco , Serina-Treonina Quinases TOR/metabolismo , Resultado do Tratamento , Proteína Supressora de Tumor p53/metabolismo
16.
World J Urol ; 38(10): 2469-2476, 2020 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-31925552

RESUMO

PURPOSE: The delivery of precision medicine is a primary objective for both clinical and translational investigators. Patients with newly diagnosed prostate cancer (PCa) face the challenge of deciding among multiple initial treatment modalities. The purpose of this study is to utilize artificial neural network (ANN) modeling to predict survival outcomes according to initial treatment modality and to develop an online decision-making support system. METHODS: Data were collected retrospectively from 7267 patients diagnosed with PCa between January 1988 and December 2017. The analyses included 19 pretreatment clinicopathological covariates. Multilayer perceptron (MLP), MLP for N-year survival prediction (MLP-N), and long short-term memory (LSTM) ANN models were used to analyze progression to castration-resistant PCa (CRPC)-free survival, cancer-specific survival (CSS), and overall survival (OS), according to initial treatment modality. The performances of the ANN and the Cox-proportional hazards regression models were compared using Harrell's C-index. RESULTS: The ANN models provided higher predictive power for 5- and 10-year progression to CRPC-free survival, CSS, and OS compared to the Cox-proportional hazards regression model. The LSTM model achieved the highest predictive power, followed by the MLP-N, and MLP models. We developed an online decision-making support system based on the LSTM model to provide individualized survival outcomes at 5 and 10 years, according to the initial treatment strategy. CONCLUSION: The LSTM ANN model may provide individualized survival outcomes of PCa according to initial treatment strategy. Our online decision-making support system can be utilized by patients and health-care providers to determine the optimal initial treatment modality and to guide survival predictions.


Assuntos
Sistemas de Apoio a Decisões Clínicas , Redes Neurais de Computação , Neoplasias da Próstata/mortalidade , Neoplasias da Próstata/terapia , Idoso , Humanos , Internet , Masculino , Memória de Curto Prazo , Pessoa de Meia-Idade , Prognóstico , Estudos Retrospectivos , Taxa de Sobrevida
18.
Psychiatry Investig ; 16(11): 793-799, 2019 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-31648423

RESUMO

OBJECTIVE: The purpose of this study is to identify the demographic variables that are affecting performances on the Logical Memory (LM) subtest included in the Korean version of the Wechsler Memory Scale (WMS)-IV and to provide normative data on the LM subtest for the middle-age and elderly Korean people. METHODS: The participants were 435 non-demented adults aging from 50 to 90 and with the educational level ranging from 0 to 21 years. RESULTS: Age and education were found to be significantly associated with performance on the LM subtest, while gender effect was not statistically significant. Therefore, we stratified the norm blocks by age and education. Age was divided into three groups: 50-59, 60-74, and 75-90 years. Education was stratified into three groups: 0-8 years, 9-12 years, and 13 years or more. CONCLUSION: The normative data provided in the current study are expected to be useful in clinical and research settings to detect or define subtle changes in episodic memory in Korean adults and elderly, and can also be used for cross-cultural comparison of verbal episodic memory performance among elderly populations using different languages.

19.
Epidemiol Infect ; 147: e245, 2019 01.
Artigo em Inglês | MEDLINE | ID: mdl-31364576

RESUMO

In the Republic of Korea, despite the introduction of one-dose universal varicella vaccination in 2005 and achieving a high coverage rate of 98.9% in 2012, the incidence rate has been increased sevenfold. This study aimed to investigate time trends of varicella incidence rate, assessing the age, period and birth cohort effects. We used national data on the annual number of reported cases from 2006 to 2017. A log-linear Poisson regression model was used to estimate age-period-cohort effects on varicella incidence rate. From 2006 to 2017, the incidence of varicella increased from 22.5 cases to more than 154.8 cases per 100 000. Peak incidence has shifted from 4 to 6 years old. The estimated period and cohort effects showed significant upward patterns, with a linear increasing trend by net drift. There has been an increase in the incidence among the Korean population regarding period and cohort despite the universal vaccination of varicella vaccine. Our data suggest the need for additional studies to address the current gap in herd immunity.


Assuntos
Vacina contra Varicela/administração & dosagem , Varicela/epidemiologia , Varicela/prevenção & controle , Sistema de Registros , Vacinação/estatística & dados numéricos , Adolescente , Fatores Etários , Criança , Pré-Escolar , Estudos de Coortes , Feminino , Humanos , Imunidade Coletiva , Incidência , Lactente , Modelos Lineares , Masculino , República da Coreia/epidemiologia , Medição de Risco
20.
Polymers (Basel) ; 11(2)2019 Feb 10.
Artigo em Inglês | MEDLINE | ID: mdl-30960280

RESUMO

Highly efficient and safe gene delivery has become an important aspect of neuronal gene therapy. We evaluated the ability of polyamidoamine (PAMAM) dendrimer grafted with phenylalanine, histidine, and arginine (PAMAM-FHR), a nonviral gene delivery vector, to deliver a therapeutic, tumor cell-specific killer gene, apoptin, into the human primary glioma cell line GBL-14 and human dermal fibroblasts. We performed a transfection assay using plasmids of luciferase and enhanced green fluorescent protein (EGFP) and assessed cell viability. Both cell lines were treated with complexes of PAMAM-FHR and apoptin after which their intracellular uptake and localization were examined by fluorescence-activated cell sorting (FACS)analysis and confocal laser scanning microscopy. Confocal microscopy showed that the PAMAM-FHR escaped from the endo-lysosome into the cytosol. Cell cycle phase distribution analysis, annexin V staining, and a tetramethylrhodamine ethyl ester (TMRE) assay established that apoptin triggered apoptosis in the GBL-14 cell line but not in normal fibroblasts. These results indicated that the PAMAM-FHR/apoptin complex is an effective gene vehicle for cancer therapy in vitro.

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