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1.
Chinese Journal of Hepatology ; (12): 509-517, 2023.
Article in Chinese | WPRIM | ID: wpr-986161

ABSTRACT

Objective: To study the construction of a prognostic model for hepatocellular carcinoma (HCC) based on pyroptosis-related genes (PRGs). Methods: HCC patient datasets were obtained from the Cancer Genome Atlas (TCGA) database, and a prognostic model was constructed by applying univariate Cox and least absolute shrinkages and selection operator (LASSO) regression analysis. According to the median risk score, HCC patients in the TCGA dataset were divided into high-risk and low-risk groups. Kaplan-Meier survival analysis, receiver operating characteristic (ROC) curves, univariate and multivariate Cox analysis, and nomograms were used to evaluate the predictive ability of the prognostic models. Functional enrichment analysis and immune infiltration analysis were performed on differentially expressed genes between the two groups. Finally, two HCC datasets (GSE76427 and GSE54236) from the Gene Expression Omnibus database were used to externally validate the prognostic value of the model. Univariate and multivariate Cox regression analysis or Wilcoxon tests were performed on the data. Results: A total of 366 HCC patients were included after screening the HCC patient dataset obtained from the TCGA database. A prognostic model related to HCC was established using univariate Cox regression analysis, LASSO regression analysis, and seven genes (CASP8, GPX4, GSDME, NLRC4, NLRP6, NOD2, and SCAF11). 366 cases were evenly divided into high-risk and low-risk groups based on the median risk score. Kaplan-Meier survival analysis showed that there were statistically significant differences in the survival time between patients in the high-risk and low-risk groups in the TCGA, GSE76427, and GSE54236 datasets (median overall survival time was 1 149 d vs. 2 131 d, 4.8 years vs. 6.3 years, and 20 months vs. 28 months, with P = 0.000 8, 0.034 0, and 0.0018, respectively). ROC curves showed good survival predictive value in both the TCGA dataset and two externally validated datasets. The areas under the ROC curves of 1, 2, and 3 years were 0.719, 0.65, and 0.657, respectively. Multivariate Cox regression analysis showed that the risk score of the prognostic model was an independent predictor of overall survival time in HCC patients. The risk model score accurately predicted the survival probability of HCC patients according to the established nomogram. Functional enrichment analysis and immune infiltration analysis showed that the immune status of the high-risk group was significantly decreased. Conclusion: The prognostic model constructed in this study based on seven PRGs accurately predicts the prognosis of HCC patients.


Subject(s)
Humans , Carcinoma, Hepatocellular/genetics , Prognosis , Pyroptosis , Liver Neoplasms/genetics , Risk Factors
2.
Journal of Environmental and Occupational Medicine ; (12): 910-917, 2023.
Article in Chinese | WPRIM | ID: wpr-984242

ABSTRACT

Background Pregnancy-related anxiety has a negative impact on the physical and mental health of pregnant women and the normal growth and development of the fetus. Establishing prediction models for pregnancy-related anxiety to screen associated predictive factors may provide important opportunities for prenatal intervention. Objective To establish a prediction model of pregnancy-related anxiety risk of pregnant women. Methods From January to July 2021, a questionnaire survey on pregnancy-related anxiety and predictors was conducted among pregnant women having routine prenatal check-ups provided by an obstetrics clinic of a tertiary grade A hospital in Ningxia. The socio-demographic characteristics of the subjects were collected, and the pregnant women were evaluated by the Life Event Scale (LES), Perceived Social Support Scale (PSSS), Family APGAR Index (APGAR), and Pregnancy-related Anxiety Questionnaire (PAQ). R 4.2.0 software was used to fit all selected variables by least absolute shrinkage and selection operator (LASSO) regression to identify predictors of pregnancy-related anxiety in the second and third trimesters. On the basis of logistic regression analysis, prediction models of pregnancy-related anxiety in the second and third trimesters were constructed, and the model nomogram and receiver operating characteristic curve (ROC) were drawn. The prediction effect of the model was evaluated by area under the curve (AUC). A calibration chart was drawn to evaluate the calibration of the model. Results A total of 1500 questionnaires were distributed, and 1448 valid questionnaires were recovered, with an effective rate of 96.53%. Among the 1448 pregnant women, the overall positive rate of pregnancy-related anxiety was 28.80% (417/1448), and the positive rates in the second and third trimesters were 29.21% (276/935) and 27.49% (141/513), respectively. The predictors entering the the second trimester model were age of marriage, family care, social support, family expectations for the fetus, physical condition during pregnancy, and whether experiencing life stressful events during pregnancy. The predictors entering the the third trimester model were pregnancy intention, physical discomfort, and whether experiencing life stress during pregnancy. A risk prediction model of pregnancy-related anxiety for the second trimester was established: risk of pregnancy-related anxiety=−0.07× marriage age +0.12× family care −0.03× social support −0.65× family expectation of fetal sex +0.42× physical condition during pregnancy +0.47× whether experiencing life stressful events during pregnancy. A risk prediction model of pregnancy-related anxiety for the third trimester was established: risk of pregnancy-related anxiety=−5.69+0.82× pregnancy intention +1.06× physical discomfort +0.94× whether experiencing life stressful events during pregnancy. The ROC curves of the two models were drawn. The AUC of the second trimester model was 0.71, and the AUC of related validation model was 0.68. The AUC of the third trimester model was 0.72, and the AUC of related validation model was 0.66. Conclusion The risk prediction models of pregnancy-related anxiety constructed based on LASSO regression and logistic regression have good prediction ability, and they suggest that pregnant women in the second trimester with short marriage age, high family care, low social support, family expectations for fetal sex, average physical condition, and experiencing life stress during pregnancy, and pregnant women in the third trimester with spontaneous pregnant intention, unintended pregnancy, physical discomfort, and experiencing life stress during pregnancy are high-risk groups for pregnancy-related anxiety.

3.
Journal of Biomedical Engineering ; (6): 1168-1174, 2023.
Article in Chinese | WPRIM | ID: wpr-1008947

ABSTRACT

Reconstructing three-dimensional (3D) models from two-dimensional (2D) images is necessary for preoperative planning and the customization of joint prostheses. However, the traditional statistical modeling reconstruction shows a low accuracy due to limited 3D characteristics and information loss. In this study, we proposed a new method to reconstruct the 3D models of femoral images by combining a statistical shape model with Laplacian surface deformation, which greatly improved the accuracy of the reconstruction. In this method, a Laplace operator was introduced to represent the 3D model derived from the statistical shape model. By coordinate transformations in the Laplacian system, novel skeletal features were established and the model was accurately aligned with its 2D image. Finally, 50 femoral models were utilized to verify the effectiveness of this method. The results indicated that the precision of the method was improved by 16.8%-25.9% compared with the traditional statistical shape model reconstruction. Therefore, the method we proposed allows a more accurate 3D bone reconstruction, which facilitates the development of personalized prosthesis design, precise positioning, and quick biomechanical analysis.


Subject(s)
Imaging, Three-Dimensional/methods , Tomography, X-Ray Computed/methods , Femur/surgery , Models, Statistical , Lower Extremity
4.
Journal of Biomedical Engineering ; (6): 725-735, 2023.
Article in Chinese | WPRIM | ID: wpr-1008893

ABSTRACT

Keloids are benign skin tumors resulting from the excessive proliferation of connective tissue in wound skin. Precise prediction of keloid risk in trauma patients and timely early diagnosis are of paramount importance for in-depth keloid management and control of its progression. This study analyzed four keloid datasets in the high-throughput gene expression omnibus (GEO) database, identified diagnostic markers for keloids, and established a nomogram prediction model. Initially, 37 core protein-encoding genes were selected through weighted gene co-expression network analysis (WGCNA), differential expression analysis, and the centrality algorithm of the protein-protein interaction network. Subsequently, two machine learning algorithms including the least absolute shrinkage and selection operator (LASSO) and the support vector machine-recursive feature elimination (SVM-RFE) were used to further screen out four diagnostic markers with the highest predictive power for keloids, which included hepatocyte growth factor (HGF), syndecan-4 (SDC4), ectonucleotide pyrophosphatase/phosphodiesterase 2 (ENPP2), and Rho family guanosine triphophatase 3 (RND3). Potential biological pathways involved were explored through gene set enrichment analysis (GSEA) of single-gene. Finally, univariate and multivariate logistic regression analyses of diagnostic markers were performed, and a nomogram prediction model was constructed. Internal and external validations revealed that the calibration curve of this model closely approximates the ideal curve, the decision curve is superior to other strategies, and the area under the receiver operating characteristic curve is higher than the control model (with optimal cutoff value of 0.588). This indicates that the model possesses high calibration, clinical benefit rate, and predictive power, and is promising to provide effective early means for clinical diagnosis.


Subject(s)
Humans , Keloid/genetics , Nomograms , Algorithms , Calibration , Machine Learning
5.
Bol. malariol. salud ambient ; 62(1): 116-122, jun, 2022. ilus, tab
Article in Spanish | LILACS, LIVECS | ID: biblio-1381305

ABSTRACT

La presente nota científica plantea una propuesta para gestionar de manera integral el problema ocasionado por la mala disposición de los desechos sólidos en la zona industrial Lurigancho, Perú. Se basa en el modelo de operador, que considera la parte política, estratégica y regulador, de esta manera contar con indicadores, que sirvan de herramientas para la toma de decisiones en la en la gestión de residuos a las plantas industriales a partir de su control, vigilancia, información y clasificación. Esta propuesta se aplicó en doce lugares de disposición de los residuos industriales, puntos de monitoreo, con dos intervenciones, con la evaluación inicial se observó caos ambiental, con desbordamiento de los contenedores de basura, sin aprovechamiento de los residuos y proliferación de fauna nociva. Posterior a la inducción para ejecutar la propuesta, en la segunda intervención, posterior a 45 días, se precisó mejoras considerables, aplicándose recomendaciones objetivas basadas en los valores de los indicadores los que permitieron la planificación estratégica y operativa y de la programación y el control generales. Los resultados preliminares hacen suponer que esta propuesta atiende requerimientos medioambientales y de salubridad, a través de la reducción y procesamiento de los residuos, cuya inadecuada disposición puede llegar a afectar la salud humana(AU)


This scientific note presents a proposal to comprehensively manage the problem caused by poor disposal of solid waste in the Lurigancho industrial zone, Peru. It is based on the operator model, which considers the political, strategic and regulatory part, thus having indicators that serve as tools for decision-making in the management of waste at industrial plants based on its control. , surveillance, information and classification. This proposal was applied in twelve industrial waste disposal sites, monitoring points, with two interventions, with the initial evaluation environmental chaos was observed, with overflow of garbage containers, without use of waste and proliferation of harmful fauna. After the induction to execute the proposal, in the second intervention, after 45 days, considerable improvements were required, applying objective recommendations based on the values of the indicators, which allowed strategic and operational planning and general programming and control. . Preliminary results suggest that this proposal meets environmental and health requirements, through the reduction and processing of waste, whose inadequate disposal can affect human health(AU)


Subject(s)
Humans , Solid Waste , Environmental Monitoring , Waste Management , Environmental Pollution/prevention & control , Industrial Waste , Peru , Operators , Manufacturing and Industrial Facilities
6.
Rev. medica electron ; 44(2)abr. 2022.
Article in Spanish | LILACS-Express | LILACS | ID: biblio-1409720

ABSTRACT

RESUMEN Introducción: para la formación de operarios integrales en vigilancia y lucha antivectorial, está diseñado un curso de habilitación. El claustro de profesores de la provincia de Matanzas ha encontrado algunas dificultades en la adquisición de conocimientos por parte de los estudiantes. Objetivo: caracterizar la fuerza laboral de vigilancia y lucha antivectorial de la provincia de Matanzas, para diseñar un conjunto de indicaciones que complementen los contenidos del curso de habilitación de operarios, de forma que los estudiantes se sientan motivados y entiendan mejor los contenidos ya incluidos. Materiales y métodos: se realizó una investigación descriptiva, retrospectiva y longitudinal, de enero a diciembre de 2019. Resultados: el grupo de trabajadores de los operarios es el más numeroso. El nivel educacional que predominó fue el de secundaria básica. En 2019 se realizaron 17 cursos de formación, en cuyas evaluaciones el claustro de profesores encontró dificultades en las respuestas a las preguntas de tres de los temas del curso, al igual que en el uso de la lengua materna. Conclusiones: se propuso introducir contenidos en cada tema del curso de formación, que se impartirán de acuerdo a las formas de enseñanza y aprendizaje ya definidas en el programa. El profesor responsable del tema lo dará en el momento en que la situación docente lo requiera, para que el futuro trabajador logre una mejor comprensión de los contenidos.


ABSTRACT Introduction: there is an enabling course designed for the training of comprehensive operators in surveillance and vector control. The teacher staff of Matanzas province has found some difficulties in the acquisition of knowledge by students. Objective: to characterize the surveillance and anti-vector labor force of the province of Matanzas, in order to design a set of indications that complement the contents of the course of enabling operators, so that students feel motivated and better understand the contents already included. Materials and methods: a descriptive, retrospective and longitudinal investigation was carried out from January to December 2019. Results: the group of operators is the most numerous. The educational level that prevailed was that of secondary school. In 2019, 17 training courses were conducted, in whose evaluations the teacher staff found difficulties in answering the questions of three of the course subjects, as well as in the use of the mother tongue. Conclusions: it was proposed to introduce new contents in each topic of the training course, which will be taught according to the forms of teaching and learning already defined in the programme. The teacher responsible for the subject will teach it at the moment when the teaching situation requires it, in order for the future worker to achieve a better understanding of the contents.

7.
Organ Transplantation ; (6): 597-2022.
Article in Chinese | WPRIM | ID: wpr-941480

ABSTRACT

Objective To evaluate the clinical efficacy of endoscopic retrograde cholangiopancreatography (ERCP)-based comprehensive minimally invasive treatment for biliary anastomotic stenosis (BAS) after liver transplantation. Methods Clinical data of 60 BAS recipients after liver transplantation were retrospectively analyzed, 54 male and 6 female, aged (48±10) years. ERCP was initially carried out. If it succeeded, plastic or metallic stents were placed into the biliary tract. If it failed, percutaneous transhepatic cholangial drainage (PTCD) or single-operator cholangioscopy (SpyGlass) was adopted to pass through the stenosis. If all these procedures failed, magnetic anastomosis or other special methods were delivered. The incidence and treatment of BAS after liver transplantation were summarized. The efficacy, stent removal and recurrence were observed. Results The median time of incidence of BAS after liver transplantation was 8 (4, 13) months. Within postoperative 1 year, 1-2 years and over 2 years, 39, 16 and 5 recipients were diagnosed with BAS, respectively. All 60 BAS recipients after liver transplantation were successfully treated, including 56 cases initially receiving ERCP, and 41 completing BAS treatment, with a success rate of 73%. The failure of guide wire was the main cause of ERCP failure. The success rates of PTCD, SpyGlass and magnetic anastomosis were 5/9, 5/7 and 7/8, respectively. Two recipients were successfully treated by percutaneous choledochoscope-assisted blunt guide wire technique and stent placement in the biliary and duodenal fistula. After 3 (3, 4) cycles of ERCP and 13 (8, 18) months of stent indwelling, 38 recipients reached the stent removal criteria, including 25 plastic stents and 13 metallic stents. The indwelling time of plastic stents was longer than that of metallic stents (P < 0.05). Six cases suffered from stenosis recurrence at 12 (8, 33) months after stent removal, and the recurrence rate was 16%. Six patients were treated with ERCP, and 5 of them did not recur after the stents were successfully removed. Multivariate analysis showed that delayed diagnosis of stenosis and frequent ERCP before stent removal were the independent risk factors for BAS recurrence (both P < 0.05). Conclusions ERCP-based comprehensive minimally invasive treatment may improve the success rate of BAS treatment after liver transplantation and yield satisfactory long-term efficacy. Delayed diagnosis of BAS and high frequent ERCP required for stent removal are the independent risk factors for BAS recurrence.

8.
Journal of Southern Medical University ; (12): 1075-1081, 2022.
Article in Chinese | WPRIM | ID: wpr-941044

ABSTRACT

OBJECTIVE@#To propose a new method for mining complexes in dynamic protein network using spatiotemporal convolution neural network.@*METHODS@#The edge strength, node strength and edge existence probability are defined for modeling of the dynamic protein network. Based on the time series information and structure information on the graph, two convolution operators were designed using Hilbert-Huang transform, attention mechanism and residual connection technology to represent and learn the characteristics of the proteins in the network, and the dynamic protein network characteristic map was constructed. Finally, spectral clustering was used to identify the protein complexes.@*RESULTS@#The simulation results on several public biological datasets showed that the F value of the proposed algorithm exceeded 90% on DIP dataset and MIPS dataset. Compared with 4 other recognition algorithms (DPCMNE, GE-CFI, VGAE and NOCD), the proposed algorithm improved the recognition efficiency by 34.5%, 28.7%, 25.4% and 17.6%, respectively.@*CONCLUSION@#The application of deep learning technology can improve the efficiency in analysis of dynamic protein networks.


Subject(s)
Algorithms , Cluster Analysis , Computer Simulation , Neural Networks, Computer , Research Design
9.
Acta Medica Philippina ; : 24-28, 2022.
Article in English | WPRIM | ID: wpr-988134

ABSTRACT

Objective@#The objective of this study was to assess factors related to renal function in crane operators at a port container terminal in Indonesia. @*Methods@#A cross-sectional study on crane operators in Medan Container Terminal, Indonesia, was conducted. Renal function was measured through Glomerular Filtration Rate (GFR). Individual characteristics such as age, nutritional status, fluid consumption, hydration status, and physical activity level were collected. Fluid consumption was obtained from a 24-h food recall questionnaire. Physical activity was measured based on the Bouchard questionnaire. Association was determined by calculating the odds ratio (OR) and its 95% confidence interval (CI). @*Results@#A total of 87 subjects were involved. All were male with the median age of 30.1 ± 2.4 years old. The prevalence of decreased renal function was 49.4%. Inadequate fluid consumption (OR = 6.1, 95% CI 2.1 -17.7; p<0.001) significantly increase the risk of renal function decreased, while being overweight/obese (OR 3.3, 95% CI 0.7 -11.7;p<0.125) and dehydration (OR 2.3, 95% CI 0.8-26.9; p=0.111) also increase the risk although not significantly. @*Conclusion@#Inadequate fluid consumption increases the risk of decline in the renal function of crane operators in the container terminal. A company should regularly monitor and evaluate the kidney function of this group of workers through annual medical checkups and provide easier access to drinking water and convenient toilets to improve fluid consumption of the workers.


Subject(s)
Dehydration
10.
Chinese Critical Care Medicine ; (12): 59-63, 2022.
Article in Chinese | WPRIM | ID: wpr-931824

ABSTRACT

Objective:To assess the ability of the acute physiology and chronic health evaluation Ⅱ (APACHEⅡ) and trauma-injury severity score (TRISS) in predicting mortality in intensive care unit (ICU) trauma patients.Methods:Databases of PubMed, Cochrane Library, SinoMed, CNKI were retrieved from January 1980 to December 2020. The ability of the APACHE Ⅱ and the TRISS to predict mortality in the ICU trauma patients was compared in the retrieval literatures. The relevant literatures were screened by two researchers independently. The data of the included literatures were extracted, and the quality of the included literatures was evaluated. MetaDiSc 1.4 software was used to test the heterogeneity among studies. Meta-analysis was performed on diagnostic accuracy indicators and the summary receiver operator characteristics curve (SROC curve) was fitted. The area under SROC curve (AUC) of the two scores was compared. Deek test was used to analyze literature publication bias.Results:Six studies were selected with 4 054 patients involved with medium and high quality. Meta-analysis results showed that APACHE Ⅱ and TRISS had low sensitivity [the pooled sensitivity and 95% confidence interval (95% CI) was 0.48 (0.41-0.55) and 0.51 (0.41-0.62)], high specificity [the pooled specificity and 95% CI was 0.96 (0.93-0.97) and 0.98 (0.95-0.99)], the pooled diagnostic odds ratio ( DOR) and 95% CI was 20 (14-28) and 46 (18-120), and overall good performance in terms of AUC [the AUC and 95% CI was 0.79 (0.75-0.82) and 0.80 (0.76-0.83)] in predicting the prognosis of ICU trauma patients. There was no statistical difference in AUC between the two scores ( Z = 1.542, P > 0.05). Deek funnel plot showed little publication bias. Conclusion:Both APACHE Ⅱ and TRISS scores could accurately predict mortality in ICU trauma patients.

11.
Journal of Environmental and Occupational Medicine ; (12): 1204-1208, 2022.
Article in Chinese | WPRIM | ID: wpr-960547

ABSTRACT

Background Hand-arm vibration disease (HAVD) is a chronic progressive disease caused by long-term exposure to hand-transmitted vibration, but the mechanism by which vibration affects peripheral vascular function of fingers is not completely clear. Objective To study the association between vasoactive factors and HAVD, and to screen specific indicators for its early diagnosis and prevention. Methods Judgmental sampling method was used to select workers with (HAVD group) and without HAVD (vibration contact group), and non-hand-transmitted vibration operation workers (control group), with 60 workers in each group. The levels of leukotriene B4 (LTB4), vascular endothelial growth factor (VEGF), 5-hydroxy tryptamine (5-HT), interleukin-1β (IL-1β), and calcitonin gene-related peptide (CGRP) in plasma of the three groups were measured by enzyme-linked immunosorbent assay. The association between vasoactive factors and HAVD was analyzed using logistic regression, and the diagnostic HAVD indicators were screened by receiver operator characteristic (ROC) curve of a multivariate model indicator \begin{document}$ \widehat{Y} $\end{document}. Results The hand symptom rates of the HAVD group, the vibration contact group, and the control group were 26.7%, 66.7%, and 96.7% respectively, with a significant difference (P<0.05). The levels of LTB4, 5-HT, IL-1β, and CGRP in the HAVD group were the highest followed by the vibration contact group, and lowest levels were in the control group (P<0.05). There was no significant difference in the VEGF level among the three groups (P>0.05). The logistic regression results showed that higher levels of LTB4 (OR=1.048, 95%CI: 1.022-1.076), 5-HT (OR=1.011, 95%CI: 1.004-1.018), IL-1β (OR=1.148, 95%CI: 1.071-1.230), and CGRP (OR=1.055, 95%CI: 1.008-1.104) were associated with a higher risk of HAVD (P<0.05). The order of the potential indicators' area under the ROC curve from high to low was:\begin{document}$ \widehat{Y} $\end{document} (0.969) > IL-1β (0.907) > LTB4 (0.876) > 5-HT (0.858) > CGRP (0.836). Conclusion The expression levels of LTB4, 5-HT, IL-1β, and CGRP are altered with occupational exposure in hand-transmitted vibration operations and may be associated with HAVD; VEGF is not found to be associated with HAVD. The accuracy of early screening for HAVD can be improved by combining the monitoring of various biochemical indicators.

12.
China Occupational Medicine ; (6): 392-396, 2021.
Article in Chinese | WPRIM | ID: wpr-923205

ABSTRACT

OBJECTIVE: To evaluate the application value of finger systolic blood pressure(FSBP) in the diagnosis of vibration-induced vascular injury. METHODS: Thirty patients with vibration-induced vascular injury [vibration-induced white finger(VWF)] were selected as the case group by a non-randomized concurrent controlled trial, and 30 hand-transmitted vibration workers without VWF were selected as the control group. The FSBP test was performed on the tested hands of all subjects, and the FSBP index of each Finger(F_( i)) was measured. RESULTS: The F_i of the index finger, middle finger, ring finger and tail finger of the tested hand in the case group were lower than that in the control group(all P<0.01). In the case group, the F_i of index finger was lower than ring finger and tail finger(all P<0.01). The abnormal rates of F_i on the index, middle and ring fingers in the case group were higher than those in the control group(86.7% vs 10.0%, 76.7% vs 13.3%, 43.3% vs 10.0%, all P<0.01). The area under the receiver operator characteristic curve of the measured F_i of the index finger, middle finger, ring finger and tail finger were 0.884, 0.843, 0.764 and 0.687 respectively. The diagnostic cut off value of the F_i of index finger was 80.2%. The sensitivity and specificity were 86.7% and 90.0%, respectively. CONCLUSION: FSBP test has a good application value in the diagnosis of vibration-induced vascular injuries. It is suggested that the F_i of index finger be the first choice as the diagnostic index, and the abnormal value can be set at 80.0%.

13.
Journal of Central South University(Medical Sciences) ; (12): 385-392, 2021.
Article in English | WPRIM | ID: wpr-880671

ABSTRACT

OBJECTIVES@#Glioma is the most common intracranial primary tumor in central nervous system. Glioma grading possesses important guiding significance for the selection of clinical treatment and follow-up plan, and the assessment of prognosis. This study aims to explore the feasibility of logistic regression model based on radiomics to predict glioma grading.@*METHODS@#Retrospective analysis was performed on 146 glioma patients with confirmed pathological diagnosis from January, 2012 to December, 2018. A total of 41 radiomics features were extracted from contrast-enhanced T@*RESULTS@#A total of 5 imaging features selected by LASSO were used to establish a logistic regression model for predicting glioma grading. The model showed good discrimination with AUC value of 0.919. Hosmer-Lemeshow test showed no significant difference between the calibration curve and the ideal curve (@*CONCLUSIONS@#The logistic regression model using radiomics exhibits a relatively high accuracy for predicting glioma grading, which may serve as a complementary tool for preoperative prediction of giloma grading.


Subject(s)
Humans , Brain Neoplasms/diagnostic imaging , Glioma/diagnostic imaging , Logistic Models , Magnetic Resonance Imaging , ROC Curve , Retrospective Studies
14.
Chinese Journal of Rehabilitation Theory and Practice ; (12): 982-992, 2021.
Article in Chinese | WPRIM | ID: wpr-905198

ABSTRACT

Objective:To explore the correlation of upper arm circumference and calf circumference with muscle mass, and the screening effect and the cut-off values for low muscle mass and sarcopenia. Methods:From March to August, 2020, a total of 831 community-dwelling old people (≥ 60 years old) were recruited by using convenience sampling. Muscle mass and other body composition indicators were tested by body composition tester. The upper arm circumference, calf circumference, grip strength and gait speed were measured at the same day. Pearson cofficient was used to analyze the correlation of upper arm circumference and calf circumference with muscle mass, and receiver operation characteristic (ROC) curve was used to analyze the diagnostic effect of upper arm circumference and calf circumference on low muscle mass and sarcopenia, and the Youden index (YI) was used to determine the cut-off values. Results:Upper arm circumference and calf circumference were positively correlated with appendicular skeletal muscle mass (ASM) and skeletal mass index (SMI) (r = 0.6 to 0.8, P < 0.001). For diagnosing low muscle mass, the areas under the ROC curve (AUC) of upper arm circumference were 0.888 for male, 0.787 for female; and that of calf circumference were 0.933 for male, 0.854 for female, respectively. The cut-off values of upper arm circumference for low muscle mass were 26 cm for both male and female; and that of calf circumference were 34 cm for male and 33 cm for female, respectively. For diagnosing sarcopenia, the AUC of upper arm circumference was 0.902 for male, 0.744 for female; and that of calf circumference was 0.923 for male, 0.832 for female, respectively. The cut-off values of upper arm circumference and calf circumference for sarcopenia were 26 cm and 33 cm for both male and female. The AUC of combined diagnosis with age, upper arm circumference, calf circumference, grip strength and gait speed for low muscle mass and sarcopenia in males and females was all greater than 0.85. Conclusion:In the community old adults, upper arm circumference and calf circumference are positively correlated with muscle mass, and both indices can be used to diagnose low muscle mass and sarcopenia. multi-indices combination can improve the diagnosis effect of upper arm circumference in females.

15.
NOVA publ. cient ; 18(34): 109-124, jul.-dic. 2020. tab, graf
Article in Spanish | LILACS | ID: biblio-1149460

ABSTRACT

Resumen El mundo actual y las tendencias de universalización de procesos que se dan a través de la globalización, la apertura de mercados, la internacionalización, la competencia y todas las nuevas situaciones que el desarrollo empresarial trae día a día hacen que los procesos empresariales deban ser más eficientes y eficaces, con lo cual existen riesgos asociados con las actividades que implican un sobre esfuerzo físico y por ende una posible lesión osteomuscular. Objetivo. Analizar las relaciones existentes entre las tareas de impacto negativo y las variables ergonómicas asociadas a la manipulación de cargas, a través del uso de las herramientas de evaluación REBA y RULA de manera que se identifiquen los factores de riesgo por parte de los trabajadores de Drilling & Well Services, especialmente cuñeros y encuelladores de una empresa petrolera. Materiales y métodos. La investigación es de tipo descriptivo, pues representa un análisis experimental que tiene como objetivo establecer las condiciones iniciales y determinar la manera como se manifiesta una determinada circunstancia particular identificando los rasgos característicos de la operación. Resultados. Se evidenciaron actividades como el levantar y posicionar la cuña, trasladar la tubería de perforación, soltar o ajustar las llaves de potencia y ajustar los brazos de los elevadores para cerrarlos y con ello asegurar la tubería de perforación, como las acciones de riesgo más importantes en las operaciones de los cuñeros y operadores.


Abstract The current world and the tendencies of universalization of processes that occur through globalization, the opening of markets, internationalization, competition and all the new situations that business development brings every day make processes must be more efficient and risks, with which there are risks associated with activities that involve physical exertion and therefore a possible musculoskeletal injury. Objective. Analyze the relationships identified between the negative impact tasks and the ergonomic variables associated with cargo handling, by using the REBA and RULA assessment tools so that risk factors are identified by Drilling & Well workers Services, especially wedges and pollsters of an oil company. Materials and methods. The research is descriptive, since it represents an experimental analysis that aims to establish the initial conditions and determine the way in which a particular circumstance is manifested by identifying the characteristic features of the operation. Results. There were activities such as lifting and positioning the wedge, moving the drill pipe, releasing or adjusting the power keys and adjusting the arms of the elevators to close and with it controlling the drill pipe, as the most important risk actions in the operations of the wedges and operators.


Subject(s)
Humans , Ergonomics , Risk , Risk Factors , Mandrillus
16.
Horiz. sanitario (en linea) ; 19(3): 393-403, sep.-dic. 2020. tab
Article in Spanish | LILACS-Express | LILACS | ID: biblio-1154337

ABSTRACT

Resumen Objetivo: Establecer el nivel de satisfacción y fatiga por compasión del personal operador y supervisor del Sistema de Emergencias 911 en Costa Rica. Materiales y métodos: Se realizó un estudio exploratorio que consideró el 53 % del personal operador y supervisor. Para la recolección de la información se aplicaron dos instrumentos, uno por entrevista personal, en el que se indagaban datos relacionados directamente con aspectos sociodemográficos y la identificación del impacto de la tarea que realizan; así como el instrumento Profesional Quality of Life Scale (ProQOL-vIV) para determinar el nivel de satisfacción y fatiga por compasión. Resultados: Se muestra una valoración óptima de la satisfacción por compasión, lo que evidencia una complacencia personal por la realización del trabajo. Conclusiones: El personal de la línea de atención de emergencias en cada turno recibe diferentes tipos de incidentes, unos que le van a afectar más que otros, ello va a depender, además, de sus circunstancias personales, del ambiente en el cual se desempeñan y de la variedad de llamadas que atiende. Se considera primordial la atención psicosocial que se le brinde para evitar el desgaste, la frustración y optimizar la labor que ejecutan mediante estrategias de afrontamiento adecuadas a la realidad que viven y efectivas, para el tipo de trabajo que efectúan.


Abstract Objective. Establish the level of satisfaction and fatigue by compassion of the operator and supervisor staff of 911 Emergency System in Costa Rica. Materials and methods. An exploratory study was carried out which considered 53% of the operating and supervisor staff. For collecting information two instruments were applied, one by personal interview in which we asked data related directly to sociodemographic aspects and related to the impact of the task they perform and, the Professional Quality of Life Scale (ProQOL-vIV) instrument to determine the level of satisfaction and fatigue by comparison. Results. It shows an optimal assessment of satisfaction with compassion which indicate a personal gratification for the work they perform. Conclusions. The staff of the emergency service line on each shift receives different types of incidents, some of which will affect them more than others, this will also depend on their personal circumstances, the environment in which they work and on the variety of calls they answer. It is considered essential the psychosocial care that is given to avoid burnout, frustration and optimize the work they perform through coping appropriate and effective strategies to the reality they live for the type of work they do.


Resumo Objetivo: Estabelecer o nível de satisfação e fadiga de compaixão do pessoal operacional e de supervisão do Sistema de Emergência 911 na Costa Rica. Materiais e métodos: Foi realizado um estudo exploratório que considerou 53% do pessoal operacional e fiscalizador. Para a coleta das informações, foram aplicados dois instrumentos, um por entrevista pessoal, em que foram investigados dados relacionados diretamente aos aspectos sociodemográficos e à identificação do impacto da tarefa realizada; bem como o instrumento Professional Quality of Life Scale (ProQOL-vIV) para determinar o nível de satisfação e fadiga da compaixão. Resultados: Uma avaliação ideal da satisfação da compaixão é mostrada, o que mostra uma satisfação pessoal com o desempenho do trabalho. Conclusões: O pessoal da linha de atenção de emergência recebe diferentes tipos de incidentes em cada turno, alguns que os afetarão mais do que outros, isso dependerá também de suas circunstâncias pessoais, do ambiente em que trabalham e da variedade de ligações necessárias. A atenção psicossocial prestada é considerada essencial para evitar o desgaste, a frustração e otimizar o trabalho que realizam por meio de estratégias de enfrentamento adequadas à realidade em que vivem e eficazes, para o tipo de trabalho que realizam.


Résumé Objectif : Établir le niveau de satisfaction et de fatigue compassionnelle du personnel opérationnel et d'encadrement du système d'urgence 911 au Costa Rica. Matériels et méthodes : Une étude exploratoire a été menée avec 53% du personnel opérationnel et d'encadrement. Pour le recueil de l'information, un entretien personnel a permis de connaitre les données directement liées aux aspects sociodémographiques et d'identifier l'impact de la tâche accomplie ; d'autre part, l'instrument Profesional Quality of Life Scale (ProQOL-vIV) a été employé pour déterminer le niveau de satisfaction et la fatigue compassionnelle. Résultats : Un niveau optimal de satisfaction de compassion a été trouvé, ce qui témoigne d'une satisfaction personnelle dans l'accomplissement du travail. Conclusions : Les membres du personnel du numéro d'appel d'urgence de chaque équipe répondent à différents types d'évènements dont certains les touchent plus que d'autres. Cela dépend, en plus, de leur situation personnelle et de l'environnement dans lequel ils travaillent. Les services psychosociaux qui leur sont proposés sont considérés comme essentiels afin d'éviter l'usure et la frustration, et d'optimiser le travail qu'ils effectuent grâce à des stratégies d'adaptation efficaces et adaptées à la réalité qu'ils vivent, pour le type d'activité qu'ils effectuent.

17.
Article | IMSEAR | ID: sea-212564

ABSTRACT

Musculoskeletal disorders are typically characterised by discomfort (often persistent) and restrictions in mobility, dexterity and functional ability, reducing people’s capability to work and participate in social roles with associated influences on psychological welfare, and at a wider level influence on the prosperity of communities Information technology- has played a vital role in transforming India from a slow administrative economy into a land of innovational entrepreneurs. The aim of this review is to, critically analyze the literature and report on the prevalence of work-related musculoskeletal disorders in information technology professionals. The review focused on computers users and software professionals. An extensive literature search was undertaken using google scholar and PubMed databases for last 10 years from 2011 to 2020. Further Following a thorough search of the databases, a total of 25 articles were evaluated. A number of articles reported a high prevalence of MSD, generally various studies have been done on information technology professionals and related to the work of IT professionals and studies on various risk factors also have been done in different states of India. 17 articles had selected for the study purpose in which prevalence study had selected for the review. The prevalence among the IT professionals is not uniform; however, Software engineers and computer operators appear to be more prone to neck, shoulder and back pain.

18.
Malaysian Journal of Public Health Medicine ; : 38-44, 2020.
Article in English | WPRIM | ID: wpr-829433

ABSTRACT

@#A coal mining industry typically applies a 24-hours working time, which enforces some workers to stay conscious during night shift, opposing human body's biological clock. This study aims to analyse the level of fatigue experienced by high dump truck operators (HD operators) in a coal mining site in East Kalimantan, Indonesia. This study utilizes primary data which obtained from distributing Industrial Fatigue Research Committee (IFRC) survey to all HD operators and secondary data (for Fatigue Likelihood Scoring -FLS) which consists of HD operators’ working schedule that currently applied in the company. Results obtained is analyzed using Fatigue Risk Management System (FRMS) framework which combines FLS classification and Dawson-McCulloch’s model of fatigue risk trajectory. This study reveals that based on IFRC survey, HD operators experienced low/mild fatigue due to insignificant influence of fatigue-related factors contained in the survey. However, consideration for improvement is in need since the resultof fatigue for night shift operators is close to moderate level. In addition, based on FLS, the level of fatigue indicates that HD operators experienced excessive working hours, in which in FRMS graph classified as fatigue-related errors. Thus, this studyproposes several strategies as the hazard control mechanism: (1) providing optimum resting time, (2) equipping operators with audio music that lead to positive energy and increasing work focus, and (3) adding afternoon shift to balance the working hours.

19.
Journal of Biomedical Engineering ; (6): 855-862, 2020.
Article in Chinese | WPRIM | ID: wpr-879213

ABSTRACT

The construction of brain functional network based on resting-state functional magnetic resonance imaging (fMRI) is an effective method to reveal the mechanism of human brain operation, but the common brain functional network generally contains a lot of noise, which leads to wrong analysis results. In this paper, the least absolute shrinkage and selection operator (LASSO) model in compressed sensing is used to reconstruct the brain functional network. This model uses the sparsity of


Subject(s)
Humans , Algorithms , Brain/diagnostic imaging , Image Processing, Computer-Assisted , Magnetic Resonance Imaging
20.
Korean Circulation Journal ; : 133-144, 2020.
Article in English | WPRIM | ID: wpr-786225

ABSTRACT

BACKGROUND AND OBJECTIVES: The relationship between operator volume and outcomes of percutaneous coronary intervention (PCI) in patients with ST-elevation myocardial infarction (STEMI) has not been fully investigated. We aimed to investigate the relationship between operator PCI volume and in-hospital outcomes after primary PCI for STEMI.METHODS: Among the total of 44,967 consecutive cases of PCI enrolled in the Korean nationwide, retrospective registry (K-PCI registry), 8,282 patients treated with PCI for STEMI by 373 operators were analyzed. PCI volumes above the 75th percentile (>30 cases/year), between the 75th and 25th percentile (10–30 cases/year), and below the 25th percentile (<10 cases/year) were defined as high, moderate, and low-volume operators, respectively. In-hospital outcomes including mortality, non-fatal myocardial infarction (MI), stent thrombosis, stroke, and urgent repeat PCI were analyzed.RESULTS: The average number of primary PCI cases performed by 373 operators was 22.2 in a year. In-hospital mortality after PCI for STEMI was 571 cases (6.9%). In-hospital outcomes by operator volume showed no significant differences in the death rate, cardiac death, non-fatal MI, and stent thrombosis. However, the rate of urgent repeat PCI tended to be lower in the high-volume operator (0.6%) than in the moderate-(0.7%)/low-(1.5%) volume operator groups (p=0.095). The adjusted odds ratios for adverse in-hospital outcomes were similar in the 3 groups. Multivariate analysis also showed that operator volume was not a predictor for adverse in-hospital outcomes.CONCLUSIONS: In-hospital outcomes after primary PCI for STEMI were not associated with operator volume in the K-PCI registry.


Subject(s)
Humans , Cohort Studies , Death , Hospital Mortality , Mortality , Multivariate Analysis , Myocardial Infarction , Odds Ratio , Percutaneous Coronary Intervention , Retrospective Studies , Stents , Stroke , Thrombosis , Treatment Outcome
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