Assisted training model for improving the three-point shootout in basketball / Modelo de treinamento assistido para aperfeiçoamento da cesta de três pontos no basquetebol / Modelo de entrenamiento asistido para mejorar las canastas de tres puntos en baloncesto

ABSTRACT Introduction The outcome of basketball games is based on scoring, and basketball rules are discussed from a qualitative point of view. The three-point basket is the key to the game's success; improving this shot's percentage will ensure success. Objective Explore the key elements of a successful three-point shot, discussing its effective improvements. Methods This paper randomly selects 26 students from a particular basketball class as volunteers for the research. Before starting the experiment, the subjects were divided into control and experimental groups; they were grouped according to their test scores. Four data of three-point shot rate, jump shot, and shot after dribbling are analyzed according to the grouping of players. The data were statistically treated for better appreciation of the results. Results Although the throws improved in both groups, the improvement was insignificant (P>0.05). After nine weeks of exercise, the success rate of three-point baskets in both the experimental and control groups improved. The improvement in the three-point basket was the greatest in the experimental group (P<0.05). Conclusion Functional strength training can significantly improve the rate of long-range 3-point baskets in basketball players. Level of evidence II; Therapeutic studies - investigation of treatment outcomes.

RESUMO Introdução O resultado dos jogos de basquetebol é baseado na pontuação e as regras do basquete são discutidas de um ponto de vista qualitativo. A cesta de três pontos é a chave para o sucesso do jogo e melhorar a porcentagem desse lançamento garantirá o sucesso na partida. Objetivo Explorar os elementos-chave de uma tacada de três pontos de sucesso, discutindo suas melhoras efetivas. Métodos Este artigo seleciona aleatoriamente 26 alunos de uma determinada turma de basquetebol como voluntários para a pesquisa. Antes de iniciar a experiência, os sujeitos foram divididos em grupos controle e experimental, foram agrupados de acordo com os resultados do teste. Analisa-se quatro dados de taxa de lance com três pontos, lance com salto e lance após drible, de acordo com o agrupamento de jogadores. Os dados foram tratados estatisticamente para melhor apreciação dos resultados. Resultados Embora os lances tenham melhorado em ambos os grupos, a melhoria não foi significativa (P>0,05). Após nove semanas de exercício, a taxa de sucesso de cestas com três pontos, tanto no grupo experimental quanto no grupo de controle demonstrou um aperfeiçoamento. A melhora na cesta em três pontos foi a maior no grupo experimental (P<0,05). Conclusão O treinamento de força funcional pode melhorar significativamente a taxa de cestas de 3 pontos de longo alcance nos jogadores de basquetebol. Nível de evidência II; Estudos terapêuticos - investigação dos resultados do tratamento.

RESUMEN Introducción El resultado de los partidos de baloncesto se basa en la puntuación y las reglas del baloncesto se discuten desde un punto de vista cualitativo. La canasta de tres puntos es la clave del éxito del juego y mejorar el porcentaje de este tiro asegurará el éxito en el juego. Objetivo Explorar los elementos clave de un tiro de tres puntos exitoso, discutiendo sus mejoras efectivas. Métodos Este trabajo selecciona al azar a 26 estudiantes de una clase particular de baloncesto como voluntarios para la investigación. Antes de comenzar el experimento, los sujetos se dividieron en grupos de control y experimentales, y se agruparon en función de las puntuaciones obtenidas en las pruebas. Se analizan cuatro datos de la tasa de tiros de tres puntos, de los tiros en salto y de los tiros después de driblar según la agrupación de jugadores. Los datos fueron tratados estadísticamente para una mejor apreciación de los resultados. Resultados Aunque los lanzamientos se optimizaron en ambos grupos, la mejora no fue significativa (P>0,05). Después de nueve semanas de ejercicio, la tasa de éxito en las canastas de tres puntos, tanto en el grupo experimental como en el de control, mostró una mejora. La mejora en la canasta de tres puntos fue mayor en el grupo experimental (P<0,05). Conclusión El entrenamiento de fuerza funcional puede mejorar significativamente el índice de canastas de 3 puntos de largo alcance en jugadores de baloncesto. Nivel de evidencia II; Estudios terapéuticos - investigación de los resultados del tratamiento.

Neurovascular coupling analysis of working memory based on electroencephalography and functional near-infrared spectroscopy / 生物医学工程学杂志

Working memory is an important foundation for advanced cognitive function. The paper combines the spatiotemporal advantages of electroencephalography (EEG) and functional near-infrared spectroscopy (fNIRS) to explore the neurovascular coupling mechanism of working memory. In the data analysis, the convolution matrix of time series of different trials in EEG data and hemodynamic response function (HRF) and the blood oxygen change matrix of fNIRS are extracted as the coupling characteristics. Then, canonical correlation analysis (CCA) is used to calculate the cross correlation between the two modal features. The results show that CCA algorithm can extract the similar change trend of related components between trials, and fNIRS activation of frontal pole region and dorsolateral prefrontal lobe are correlated with the delta, theta, and alpha rhythms of EEG data. This study reveals the mechanism of neurovascular coupling of working memory, and provides a new method for fusion of EEG data and fNIRS data.

Multivariate relationships among pH, subcutaneous fat thickness, and color in bovine meat using canonical correlation analysis / Relación multivariada entre pH, espesor de grasa subcutánea y color en carne bovina usando el análisis de correlación canónica / Relação multivariada entre pH, espessura de gordura subcutânea e cor em carne bovina usando a análise de correlação canônica

Abstract Background: pH, subcutaneous fat thickness (SFT), and color are fundamental variables to define the organoleptic characteristics of meat. However, multivariate relationships of those traits remain unexplored in bovine meat. Objective: To investigate the multivariate relationships among pH, subcutaneous fat thickness, and color parameters in bovine meat using canonical correlation analysis. Methods: A dataset containing 173 individual records of pH, SFT, and color parameters (a*: intensity of red color, b*: intensity of yellow color, and L*: lightness) from five Brazilian beef cut types (Breed: Nellore; cuts: acém, contrafilé, fraldinha, patinho and picanha) was constructed. Multivariate relationships between color variables (a*, b*, and L*) and chemical variables (pH and SFT) were explored using the CANCORR procedure of SAS. Results: Two canonical correlations between U (a*, b*, and L*; color variables) and V (pH and SFT; chemical variables) variates were significant (p<0.01). First and second canonical correlations were 0.463 and 0.282, respectively. Canonical weights for variates were for U1: a* = 0.707, b* = 0.406, and L* = -0.039; U2: a* = 0.364, b* = -0.898, and L* = 1.234; V1: pH = -0.376 and SFT = 0.935; V2: pH = 0.927 and STF = 0.356. Conclusion: Subcutaneous fat thickness significantly affected intensity of red and yellow colors, whereas pH significantly affected lightness. The results of this study may be useful for a better understanding of the role of muscle metabolism and its implications on the organoleptic characteristics of bovine meat.

Resumen Antecedentes: El pH, espesor de la grasa subcutánea (SFT) y color, son variables importantes que definen las características organolépticas de la carne de rumiantes. Sin embargo, su relación multivariada en carne bovina permanece inexplorada hasta ahora. Objetivo: Investigar la relación multivariada entre el pH, SFT y parámetros de color en carne bovina mediante el análisis de correlación canónica. Métodos: Se construyó una base de datos con 173 registros individuales de pH, SFT y parámetros de color (a*: intensidad de color rojo, b*: intensidad de color amarillo y L*: luminosidad) de cinco tipos de cortes de carne bovina brasileña (Raza: Nellore; cortes: acém, contrafilé, fraldinha, patinho y picanha). La relación multivariada entre las variables de color (a*, b* y L*) y las variables químicas (pH y SFT) se exploró usando el procedimiento CANCORR de SAS. Resultados: Dos correlaciones canónicas entre las variables U (compuesta por a*, b* y L*; variables de color) y V (compuesta por pH y SFT; variables químicas) fueron significativas (p<0,01). La primera y la segunda correlación canónica fueron 0,463 y 0,282, respectivamente. Los pesos canónicos para las variables canónicas fueron para U1: a* = 0,707, b* = 0,406 y L* = -0,039; U2: a* = 0,364, b* = -0,898 y L* = 1,234; V1: pH = -0,376 y SFT = 0,935; V2: pH = 0,927 y SFT = 0,356. Conclusión: El espesor de grasa subcutánea afectó significativamente la intensidad de los colores rojo y amarillo, mientras que el pH afectó significativamente la luminosidad. Los resultados de este estudio pueden ser útiles para comprender el papel del metabolismo muscular y sus implicaciones en las características organolépticas de la carne bovina.

Resumo Antecedentes: O pH, a espessura da gordura subcutânea (SFT) e a cor, são variáveis importantes que definem as características organolépticas da carne de ruminantes. No entanto, sua relação multivariada em carne bovina até o momento permanece inexplorada. Objetivo: Investigar a relação multivariada entre o pH, SFT e os parâmetros de cor em carne bovina, utilizando a análise de correlação canônica. Métodos: Foi construído um banco de dados contendo 173 registros individuais de pH, SFT e parâmetros de cor (a*: intensidade de cor vermelha, b*: intensidade de cor amarela y L*: luminosidade) de cinco tipos de cortes de carne bovina brasileira (Raça: Nellore; cortes: acém, contrafilé, fraldinha, patinho e picanha). A relação multivariada entre variáveis de cor (a *, b * e L*) e variáveis químicas (pH e SFT) foi explorada usando o procedimento CANCORR do SAS. Resultados: Duas correlações canônicas entre as variáveis U (composta de a *, b * e L *, variáveis de cor) e V (composta de pH e SFT, variáveis químicas) foram significativas (p<0,01). A primeira e segunda correlação canônica foram 0,463 e 0,282, respectivamente. Os pesos canônicos para as variáveis canônicas foram para U1: a* = 0,707, b* = 0,406 e L* = -0,039; U2: a* = 0,364, b* = -0,898 e L* = 1,234; V1: pH = -0,376 e SFT = 0,935; V2: pH = 0,927 e SFT = 0,356. Conclusão: A espessura de gordura subcutânea afetou significativamente a intensidade das cores vermelha e amarela, enquanto o pH afetou significativamente a luminosidade, em carne bovina. Os resultados deste estudo podem ser úteis para entender melhor o papel do metabolismo muscular e suas implicações nas características organolépticas da carne bovina.

Eficiencia en la educación superior. Estudio empírico en universidades públicas de Colombia y España / Eficiência no ensino superior. Estudo empírico em universidades públicas da Colômbia e Espanha / Efficiency in higher education. Empirical study in public universities of Colombia and Spain

Resumen En las últimas décadas, las universidades de Iberoamérica han introducido nuevos esquemas de evaluación de calidad y rendición de cuentas, inspirados en el modelo de la nueva gestión pública (NGP). En este contexto, la eficiencia en el reparto de los fondos públicos y la obtención del máximo rendimiento posible son una prioridad. Así, medir la eficiencia en el sector público, y específicamente en la educación superior, se ha convertido en un desafío para la ciencia contable. El objetivo de este trabajo es una propuesta para el cálculo de índices de eficiencia con modelos de análisis envolvente de datos (DEA), introduciendo un paso previo a través del análisis de correlación canónica (ACC). A través de esta técnica se pretende mejorar la capacidad de discriminación y superar la monodimensionalidad y falta de confiabilidad en la representatividad de las variables input y output elegidas. El estudio se aplicó en las universidades públicas de Colombia y España durante los años 2015 y 2016. Los resultados obtenidos demuestran la conveniencia de aplicar este paso preliminar en el análisis multivariante. Con ello, se refuerza la necesidad de explorar metodologías más rigurosas en etapas previas y posteriores al cálculo de los índices de eficiencia, que permitan generar confianza, a efectos de ser utilizados en la formulación de políticas y gestión de recursos para el sector.

Resumo Nas últimas décadas, as universidades iberoamericanas introduziram novos esquemas de avaliação e prestação de contas, inspirados no modelo da Nova Gestão Pública (NGP). Nesse contexto, a eficiência na distribuição de recursos públicos e a obtenção do máximo retorno possível são uma prioridade. Assim, medir a eficiência no setor público, e especificamente no ensino superior, tornou-se um desafio para a ciência contábil. O objetivo deste trabalho é uma proposta para o cálculo de índices de eficiência com os modelos DEA (Data Envelopment Analysis), introduzindo uma etapa anterior da Análise de Correlação Canônica (ACC). O objetivo dessa técnica é melhorar a capacidade de discriminação e superar a monodimensionalidade e a falta de confiabilidade no quão representativas são as variáveis de entrada e saída escolhidas. O estudo é aplicado nas universidades públicas da Colômbia e Espanha durante os anos de 2015 e 2016. Os resultados obtidos demonstram a conveniência de aplicar esta etapa preliminar na análise multivariada. Isso reforça a necessidade de explorar metodologias mais rigorosas nas etapas antes e depois do cálculo dos índices de eficiência, os quais gerarão confiança, para serem utilizados na formulação de políticas e gestão de recursos para o setor.

Abstract In recent decades, Iberoamerican universities have introduced new quality assessment and accountability schemes, inspired by the New Public Management (NGP) model. In this context, efficiency in the distribution of public funds and obtaining the maximum possible return are a priority. Thus, measuring efficiency in the public sector, and specifically in higher education, has become a challenge for accounting science. The objective of this work is a proposal to calculate efficiency indices with Data Envelopment Analysis (DEA) models, introducing a previous step through the Analysis of Canonical Correlation (ACC). Using this technique, the aim is to improve discrimination capacity and overcome monodimensionality and lack of reliability in the representativeness of the chosen input and output variables. The study is applied in the public universities of Colombia and Spain during the years 2015 and 2016. The results obtained demonstrate the convenience of applying this preliminary step in the multivariate analysis. This reinforces the need to explore more rigorous methodologies in stages before and after the calculation of the efficiency indices. This practice increases confidence when using the indices to formulate policies and manage resources for the sector.

Application of imaging genetics method based on group sparse canonical correlation analysis in schizophrenia / 中国医学影像技术

Objective: To explore the correlation between imaging data and genetic data of schizophrenia patients using imaging genetics method. Methods A group sparse canonical analysis method was proposed, group sparse constraints λ1||u||G and λ2||v||G were added to sparse canonical correlation analysis model to select features groups. Then, features within one group were selected by sparse constraints τ1||u||1 and τ2||v||1. The imaging genetics method based on group sparse canonical correlation analysis method was used to analyze the correlation between brain regions and genes of schizophrenia, and the stability and ability of this method to select biomarkers were also verified. Results Several pairs canonical brain regions and genes were identified. The left insula and gene AKT1 demonstrated the most significant correlation (r=0.653 8), and r value between right rectus and gene DAOA, MAGI2 were larger than 0.6. The correlation coefficients of selected features were 0.626 9±0.016 1 with group sparse canonical correlation analysis and 0.625 5±0.018 1 with sparse canonical correlation analysis. After 10 selections, the proportion of 75 genes related to schizophrenia was higher than that of non-related genes randomly selected in the most related 20 genes selected by group sparse canonical correlation analysis. Conclusion: Several pairs canonical brain regions and genes can be identified by the group sparse canonical analysis method, which may provide a new way for the study of schizophrenia and other complex mental disorders.

Research on the separability of steady-state visual evoked potential features modulated by different visual attentional states / 生物医学工程学杂志

Attention can concentrate our mental resources on processing certain interesting objects, which is an important mental behavior and cognitive process. Recognizing attentional states have great significance in improving human's performance and reducing errors. However, it still lacks a direct and standardized way to monitor a person's attentional states. Based on the fact that visual attention can modulate the steady-state visual evoked potential (SSVEP), we designed a go/no-go experimental paradigm with 10 Hz steady state visual stimulation in background to investigate the separability of SSVEP features modulated by different visual attentional states. The experiment recorded the EEG signals of 15 postgraduate volunteers under high and low visual attentional states. High and low visual attentional states are determined by behavioral responses. We analyzed the differences of SSVEP signals between the high and low attentional levels, and applied classification algorithms to recognize such differences. Results showed that the discriminant canonical pattern matching (DCPM) algorithm performed better compared with the linear discrimination analysis (LDA) algorithm and the canonical correlation analysis (CCA) algorithm, which achieved up to 76% in accuracy. Our results show that the SSVEP features modulated by different visual attentional states are separable, which provides a new way to monitor visual attentional states.

Canonical correlation analysis on job burnout and organizational support among medical staffs / 中国职业医学

OBJECTIVE: To explore the influencing factors and correlation of job burnout and organizational support in medical staffs. METHODS: The cluster random sampling method was used to select 1 231 medical staffs as the study subjects from 7 municipal hospitals in Zhengzhou City,Henan Province. Maslach Burnout Inventory-General Survey and Organizational Support Scale were used for questionnaire survey. The correlation between job burnout and organizational support was analyzed by canonical correlation analysis. RESULTS: The score of job burnout was( 36. 0 ± 14. 1),and the median score of organizational support was 72. 0, showing a negative correlation( Spearman correlation coefficient was-0. 333,P < 0. 01). There is canonical correlation between job burnout and organizational support( F = 1. 94,P <0. 01). CONCLUSION: The present situation of job burnout among medical staffs is serious. Job burnout of medical staffs can be reduced by improving their sense of organizational support.

Multi-block Analysis of Genomic Data Using Generalized Canonical Correlation Analysis

Recently, there have been many studies in medicine related to genetic analysis. Many genetic studies have been performed to find genes associated with complex diseases. To find out how genes are related to disease, we need to understand not only the simple relationship of genotypes but also the way they are related to phenotype. Multi-block data, which is a summation form of variable sets, is used for enhancing the analysis of the relationships of different blocks. By identifying relationships through a multi-block data form, we can understand the association between the blocks in comprehending the correlation between them. Several statistical analysis methods have been developed to understand the relationship between multi-block data. In this paper, we will use generalized canonical correlation methodology to analyze multi-block data from the Korean Association Resource project, which has a combination of single nucleotide polymorphism blocks, phenotype blocks, and disease blocks.

Analysis on reproductive health service, demographics and characteristics of internal migrant population in three municipalities of China / 中华流行病学杂志

Objective To investigate the utilization of reproductive health services and relating factors among internal migrant population in Beijing,Shanghai and Chongqing.Methods A multi-stage cluster sampling method was adopted in this cross-sectional study,conducted in Beijing,Shanghai and Chongqing from August 2014 to August 2015.Standard methods on statistics and nonlinear canonical correlation were applied.Results Out of the 6 545 internal migrant persons,41.76％ ever used the reproductive health services in the past year.Results from the nonlinear canonical correlation analysis revealed that the utilization of reproductive health services was correlated with the demographic features (rn1 =0.28,P＜ 0.000 1) and characteristics of the population mobility (rb1 =0.21,P＜0.000 1),respectively.For the above said demographic features,canonical variable L1 which represented the demographic features was mainly determined by area,occupation and education attainment.Canonical variable M1 that reflected the utilization of reproductive health services,was mainly determined by factors as free contraceptives,education on contraception/reproductive health,and pregnancy diagnosis/antenatal care.As for the characteristics of the population mobility,canonical variable U1,which represented population mobility characteristics,was mainly determined by factors as purpose of migration,current pattern of residence and the length of annual stay in the area.Again,the canonical variable V1,reflecting the use of reproductive health services was mainly determined by factors as free contraceptives,check-up on reproductive tract infection,education on contraception/reproductive health,and pregnancy diagnosis/antenatal care.Conclusions The utilization of reproductive health services was low among the internal migrant population under study.Responsible departments for health and family planning in those cities should make internal migrants attach importance to reproductive health.

Analysis on reproductive health service, demographics and characteristics of internal migrant population in three municipalities of China / 中华流行病学杂志

Objective To investigate the utilization of reproductive health services and relating factors among internal migrant population in Beijing,Shanghai and Chongqing.Methods A multi-stage cluster sampling method was adopted in this cross-sectional study,conducted in Beijing,Shanghai and Chongqing from August 2014 to August 2015.Standard methods on statistics and nonlinear canonical correlation were applied.Results Out of the 6 545 internal migrant persons,41.76％ ever used the reproductive health services in the past year.Results from the nonlinear canonical correlation analysis revealed that the utilization of reproductive health services was correlated with the demographic features (rn1 =0.28,P＜ 0.000 1) and characteristics of the population mobility (rb1 =0.21,P＜0.000 1),respectively.For the above said demographic features,canonical variable L1 which represented the demographic features was mainly determined by area,occupation and education attainment.Canonical variable M1 that reflected the utilization of reproductive health services,was mainly determined by factors as free contraceptives,education on contraception/reproductive health,and pregnancy diagnosis/antenatal care.As for the characteristics of the population mobility,canonical variable U1,which represented population mobility characteristics,was mainly determined by factors as purpose of migration,current pattern of residence and the length of annual stay in the area.Again,the canonical variable V1,reflecting the use of reproductive health services was mainly determined by factors as free contraceptives,check-up on reproductive tract infection,education on contraception/reproductive health,and pregnancy diagnosis/antenatal care.Conclusions The utilization of reproductive health services was low among the internal migrant population under study.Responsible departments for health and family planning in those cities should make internal migrants attach importance to reproductive health.

The Quality of Life of Hemodialysis Patients Is Affected Not Only by Medical but also Psychosocial Factors: a Canonical Correlation Study

BACKGROUND: The quality of life (QoL) of patients with end-stage renal disease (ESRD) is very poor, plausibly due to both psychosocial and medical factors. This study aimed to determine the relationship among psychosocial factors, medical factors, and QoL in patients with ESRD undergoing hemodialysis (HD). METHODS: In total, 55 male and 47 female patients were evaluated (mean age, 57.1 ± 12.0 years). The QoL was evaluated using the Korean version of World Health Organization Quality of Life Scale-Abbreviated Version. The psychosocial factors were evaluated using the Hospital Anxiety and Depression Scale, Multidimensional Scale of Perceived Social Support, Montreal Cognitive Assessment, Pittsburgh Sleep Quality Index, and Zarit Burden Interview. The medical factors were assessed using laboratory examinations. Correlation and canonical correlation analyses were performed to investigate the association patterns. RESULTS: The QoL was significantly correlated with the psychosocial factors, and to a lesser extent with the medical factors. The medical and psychosocial factors were also correlated. The canonical correlation analysis indicated a correlation between QoL and psychosocial factors (1st canonical correlation = 0.696, P < 0.001; 2nd canonical correlation = 0.421, P = 0.191), but not medical factors (1st canonical correlation = 0.478, P = 0.475; 2nd canonical correlation = 0.419, P = 0.751). The medical and psychosocial factors were also correlated (1st canonical correlation = 0.689, P < 0.001; 2nd canonical correlation = 0.603, P = 0.009). CONCLUSION: Psychosocial factors influence QoL in patients with ESRD, and should thus be carefully considered when caring for these patients in clinical practice.

Analysis on multiple pharmaceutical ingredients and antioxidant capacities of Prunellae Spica based on multivariate statistical analysis / 中国中药杂志

Prunellae Spica is a perennial edible and medicinal plant, rich in antioxidant substances. Total flavonoids (TFC), Phenolics (TPC), triterpenoids (TSC), polysaccharides (PC) and their antioxidant capacities (by the FRAP, DPPH and ABTS⁺ methods) of ethyl acetate fraction, n-butanol fraction and other fractions of aqueous extract from Prunellae Spica were investigated in this study. Then the multivariate statistical method was adopted to analyze the relationship between the multiple pharmaceutical ingredients and antioxidant capacities of Prunellae Spica. The results showed that ethyl acetate fraction had relatively high concentration of TFC (0.61±0.10) g·g⁻¹DW, TPC (0.52±0.09) g·g⁻¹DW, and TSC (0.21±0.03) g·g⁻¹DW, with high scavenging capacity of DPPH (3.1±0.38) mmol·L⁻¹·g⁻¹DW and FRAP (2.56±0.35) mmol·L⁻¹·g⁻¹DW. Hierarchical clustering analysis (HCA) and principal component analysis (PCA) results indicated the information from chemical compositions and antioxidant capacity can represent the "differences" of different fractions. Canonical correlation analysis (CCorA) revealed a high positive correlation between the amounts of multiple chemical compositions and the antioxidant capacities (r=0.970 0), and the first canonical variate had been reached. Moreover, ABTS⁺ method showed a low response to the compositions of different fractions, so this method may not be suitable for evaluation of Prunellae Spica antioxidant capacities, while DPPH evaluation method was more suitable for TSC and TPC. The results of this study have important reference significance for the evaluation method on antioxidant activity of Prunellae Spica in the field of food or medicine as well as for the development of related extracts.

Correlation Analysis on Life Quality and TCM Constitutions of Elderly Patients with Hypertension in a Community in Shanghai / 中国中医药信息杂志

Objective To explore the relationship between quality life and TCM constitutions of elderly patients with hypertension in a community in Shanghai; To provide the basis for the suitable and feasible community elderly hypertension management method. Methods Through multistage stratified sampling method, 808 elderly patients with hypertension in the community were investigated for their life quality and TCM constitutions on the basis of inform consent and voluntary participation. The life quality and TCM constitution characteristics as well as the relationship were analyzed by applying the statistic analysis software. Results Among the investigated elderly patients with hypertension in the community, 97.28% cases’ overall life quality was above the middle level and 91.46% cases’ self-evaluated health and quality of life scores were above the middle level. 54.70% cases were gentleness type, and the biased constitution was dominated by qi deficiency, yang asthenia, yin asthenia and phlegmatic hygrosis. The relationship between life quality and TCM constitutions may be existent. If TCM constitutions tended to be gentleness type, the physical score and the psychological score would be higher, which leaded to better quality of life. Conclusion TCM constitution characteristics are associated with quality life of elderly hypertension patients in the community. Intervention targeted on the results of TCM constitution identification would be better to prevent and control hypertension and improve health level and quality of life.

Study on relationship between effective components and soil enzyme activity in different growth patterns of Panax ginseng / 中国中药杂志

Study on 5 effective components and 6 soil enzyme activities of 2 different growth patterns, analyse the dates with the canonical correlation analysis, In order to reveal the relations between the effective components and soil enzyme activities. The result showed that they had a great relation between the effective components and soil enzyme activities, the activity of the same enzyme in humus soil was higher than that in farmland soil. Growth pattern of farmland soil, if the invertase and phosphatase activity were too high, which would inhibit the accumulation of total ginsenoside, water-miscible total proteins and total amino acid; Growth pattern of humus soil, if the invertase, urease and phosphatase activity were too high, which would inhibit the accumulation of total ginsenoside and the total essential oils. Integral soil enzyme activity can be used as a index of soil quality, which, together with other growth factors. The appropriate enzyme activity can accelerate the circulation and transformation of all kinds of material in the soil, improve effectively components accumulation.

DNA pattern recognition using canonical correlation algorithm.

We performed canonical correlation analysis as an unsupervised statistical tool to describe related views of the same semantic object for identifying patterns. A pattern recognition technique based on canonical correlation analysis (CCA) was proposed for finding required genetic code in the DNA sequence. Two related but different objects were considered: one was a particular pattern, and other was test DNA sequence. CCA found correlations between two observations of the same semantic pattern and test sequence. It is concluded that the relationship possesses maximum value in the position where the pattern exists. As a case study, the potential of CCA was demonstrated on the sequence found from HIV-1 preferred integration sites. The subsequences on the left and right flanking from the integration site were considered as the two views, and statistically significant relationships were established between these two views to elucidate the viral preference as an important factor for the correlation.

Correlation Analysis on Chemical and Physical Quality Attributes of Tanshinone Extract Powders / 世界科学技术-中医药现代化

This study was aimed to find out the correlation between chemical component contents and physical prop-erties of tanshinone extract powders. The contents of cryptotanshinone and tanshinone IIA from 50 batches of tanshi-none extract powders were determined by HPLC. And the physical properties were determined by classical methods. The correlation analysis between component contents and physical properties were also investigated. The results showed that two sets of variables had good intraclass correlation, especially for the contents of cryptotanshinone and tanshinone IIA, among D10, D50, D90, there were relatively strong correlation between the bulk density and tapped density, between the Hausner ratio and compressibility index. The angle of repose had a certain correlation with the uniformity, Hausner ratio and compressibility index, but with no strong correlation. The correlation coefficient be-tween two sets was below 0.400, suggesting there was a not so good inter-group correlation. After the canonical cor-relation analysis, three pairs of canonical variables had significant correlations with correlation coefficients being 0.851, 0.674 and 0.565, respectively. It was concluded that there was a good intraclass correlation for each of physi-cal and/or chemical quality set, but the correlation between the two sets was bad. Canonical variables performed bet-ter inter-group correlation compared with original variables, indicating there was a certain correlation between chem-ical and physical quality attributes of tanshinone extract powders.

Quality of life and related social support for men who have sex with men among university students in Chongqing, China / 中华流行病学杂志

Objective To study the status of quality of life (QOL) on men who have sex with men (MSM) and it' s relationship with social support among university students in Chongqing.Methods Snowball sampling was applied to recruit the subjects on MSM for this study and multistage stratified cluster sampling method was used to recruit ordinary male college students.WHOQOL-BREF and SSRS questionnaires were used to collect information from both MSM and ordinary male college students.Results Scores from the physiological,psychological,social relations and environmental domains for QOL and total QOL were 13.82 ± 2.25,13.14 ± 2.51,13.24 ± 2.96,12.44 ± 2.49 and 13.12 ± 2.16,respectively.Scores for all domains of QOL on MSM were lower than figures from ordinary male college students (P＜0.05).Results from Canonical correlation analysis revealed that subjective support and the use of support,together with psychological and social relations were the main factors that influencing the social support and quality of life in this population,respectively.Conclusion The improvement of subjective feelings and proper use of social support and targeted interventions among this MSM population should accord to the different demographic characteristics,especially for those who did not have regular sexual partner or in gay circles,and for those who practice passive role during sexual act (as "0"),seemed to be helpful to improve their quality of life.

Partial canonical correlation analysis on the association between quality of sleep and quality of life among residents in Suzhou city / 中华流行病学杂志

Objective To explore the association between quality of sleep and quality of life among residents of Suzhou city.Methods A total of 3225 residents at the age of 18-55 years old in Suzhou city were selected through a clustered sampling method.All the participants were comprehensively evaluated on their quality of sleep by Pittsburgh Sleep Quality Index (PSQI) and on their quality of life (QOL) by SF-36 quality of life scale.Partial canonical correlation analysis was performed.Results Negative relationships were noticed between all the dimensions of sleep quality white all the QOL domains remained significant when the confounding effect of age,gender,marital status,occupation and cultural level were adjusted.The first pair of canonical correlation variances showed statistically significant differences,with 0.7978 of canonical correlation coefficient,1.7505 of eigenvalue,and 92.43％ of proportion.Data on daytime dysfunction,sleep disturbances and subjective sleep quality were inversely associated with factors as vitality,general health perceptions and mental health,respectively,after controlling for covariates.The inverse relationship between the quality of sleep and the quality of life mainly manifested the following aspects:the association between the status of daytime dysfunction,sleep disturbances,subjective quality of sleep and vitality,general health perceptions and mental health.Conclusion Quality of sleep had influenced the quality of life,overall health and mental health.Daytime dysfunction,sleep disturbances and subjective sleep quality seemed the main factors in Suzhou city.Intervention programs related to improving the sleep need to be popularized among the residents,so as to make the quality of life better.

Perceived Functional Health Patterns and Recovery in People with Schizophrenia Spectrum Disorders / 정신간호학회지

PURPOSE: The purpose of this study was to examine the relationship between perceived functional health patterns and recovery in people with schizophrenia spectrum disorders, to explore the magnitude of relationship between of these variables and influencing factors such as self-esteem, insight, therapeutic relationship, and social support. METHODS: Participants were 160 individuals from 16 Community Mental Health Centers in Gyeonggi Province. Data were collected from April 10 to June, 12, 2010. Analysis was done using descriptive data, Pearson's correlation coefficients, and canonical correlation coefficients with the SAS 9.1 program. RESULTS: The mean score for perceived functional health of participants was below the normal range and the mean for recovery was above the middle range. Functional health and recovery were positively correlated with all components. The magnitude of relationship between functional health pattern, recovery and influencing factors were high in order of self-esteem, social support, insight, and therapeutic relationship. CONCLUSION: Functional health is strongly associated with recovery and useful in promoting recovery. Development of recovery oriented training programs for professionals and interventions considering factors influencing recovery and functional health as identified in this study is recommended.

Differences between Physostigmine- and Yohimbine-induced States Are Visualized in Canonical Space Constructed from EEG during Natural Sleep-wake Cycle in Rats

Although quantitative EEG parameters, such as spectral band powers, are sensitive to centrally acting drugs in dose- and time-related manners, changes of the EEG parameters are redundant. It is desirable to reduce multiple EEG parameters to a few components that can be manageable in a real space as well as be considered as parameters representing drug effects. We calculated factor loadings from normalized values of eight relative band powers (powers of 0.5, 1.0~2.0, 2.5~4.0, 4.5~5.5, 6.0~8.0, 8.5~12.0, 12.5~24.5, and 25~49.5 Hz bands expressed as ratios of the power of 0.5-49.5 Hz band) of EEG during pre-drug periods (11:00~12:00) by factor analysis and constructed a two-dimensional canonical space (reference canonical space) by canonical correlation analysis. Eight relative band powers of EEG produced by either physostigmine or yohimbine were reduced to two canonical scores in the reference canonical space. While changes of the band powers produced by physostigmine and yohimbine were too redundant to describe the difference between two drugs, locations of two drugs in the reference canonical space represented the difference between two drug's effects on EEG. Because the distance between two locations in the canonical space (Mahalanobis distance) indicates the magnitude of difference between two different sets of EEG parameters statistically, the canonical scores and the distance may be used to quantitatively and qualitatively describe the dose-dependent and time-dependent effects and also tell similarity and dissimilarity among effects. Then, the combination of power spectral analysis and statistical analysis may help to classify actions of centrally acting drugs.