Logistic Regression

Logistic 回归
  • 文章类型: Journal Article
    目的:非龋齿宫颈病变(NCCL)是多因素的,可由牙齿的解剖结构引起,侵蚀,磨损和异常闭塞。本病例对照研究的目的是探讨NCCL的危险因素。
    方法:锥束计算机断层扫描用于确定牙釉质交界处是否存在楔形缺损。我们比较了63名有NCCL的参与者和63名无NCCL的对照,匹配性别,年龄(±1岁)和刷牙相关因素(例如,刷毛类型和刷牙模式,频率和强度)。所有参与者都被要求填写一份关于自我管理的日常饮食习惯和健康状况的问卷。进行单因素和多因素logistic回归分析以确定NCCL的危险因素。
    结果:单变量分析中的重要变量(即,p<2)包括碳酸饮料消费频率,鞍区-下颌点B角(SNB)和法兰克福-下颌平面角(FMA)。多变量逻辑回归表明碳酸饮料的消费频率(比值比[OR]=3.147;95%置信区间[CI],1.039-9.532),FMA(OR=1.100;95%CI,1.004~1.204)和SNB(OR=0.896;95%CI,0.813~0.988)是独立影响因素。回归模型1的接受者工作特性曲线下面积(AUC)值(建立了与碳酸饮料消费频率、FMA,SNB和睡眠磨牙症)为0.700(95%CI,0.607-0.792;p<.001),和回归模型2(使用碳酸饮料消费频率建立,FMA和SNB)为0.704(95%CI,0.612-0.796;p<.001)。
    结论:碳酸饮料和FMA的消费频率是NCCL的危险因素;碳酸饮料和FMA的消费频率越高,NCCL的概率越高。SNB是NCCL发生的保护因素;SNB越大,NCCL发生的概率越低.这些发现进一步阐明了NCCL的病因,并为临床医生提供了预防牙齿组织丢失的有价值的见解。
    OBJECTIVE: Noncarious cervical lesions (NCCLs) are multifactorial and can be caused by the anatomical structure of the teeth, erosion, abrasion and abnormal occlusion. The aim of this case-control study was to explore the risk factors for NCCLs.
    METHODS: Cone-beam computed tomography was used to determine whether a wedge-shaped defect existed at the cementoenamel junction. We compared 63 participants with NCCLs with 63 controls without NCCLs, matched for sex, age (±1 year) and toothbrushing-related factors (e.g., type of bristle and brushing patterns, frequency and strength). All participants were asked to complete a questionnaire about self-administered daily diet habits and health condition. Univariate and multivariate logistic regression analyses were conducted to determine the risk factors for NCCLs.
    RESULTS: Significant variables in the univariate analysis (i.e., p < .2) included frequency of carbonated beverage consumption, sella-nasion-point B angle (SNB) and Frankfort-mandibular plane angle (FMA). Multivariate logistic regression demonstrated that the consumption frequency of carbonated beverages (odds ratio [OR] = 3.147; 95% confidence interval [CI], 1.039-9.532), FMA (OR = 1.100; 95% CI, 1.004-1.204) and SNB (OR = 0.896; 95% CI, 0.813-0.988) was independent influencing factors. The area under the receiver operating characteristic curve (AUC) value of regression Model 1 (established with the frequency of carbonated beverage consumption, FMA, SNB and sleep bruxism) was 0.700 (95% CI, 0.607-0.792; p < .001), and that of regression Model 2 (established using the frequency of carbonated beverage consumption, FMA and SNB) was 0.704 (95% CI, 0.612-0.796; p < .001).
    CONCLUSIONS: The consumption frequency of carbonated beverages and FMA was risk factors for NCCLs; the higher the frequency of carbonated beverage consumption and FMA, the higher was the probability of NCCLs. SNB was a protective factor for NCCL occurrence; the larger the SNB, the lower was the probability of NCCL occurrence. These findings have further clarified the aetiology of NCCLs and provided clinicians with valuable insights into strategies for preventing the loss of dental tissue.
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  • 文章类型: Journal Article
    本研究设计了一个双界二分法问卷,并使用或有估值法(CVM)估算太湖流域居民对水污染控制的支付意愿(WTP)。返回的问卷结果显示,82.76%的居民愿意支付。CVM估算结果表明,居民用于水污染治理的平均WTP为138.86元/年。此外,利用Logistic回归模型探讨了WTP的影响因素,分析了不同性别居民WTP的异质性。研究发现:(1)居民越年轻,他们的WTP越高;(2)收入越高,居民对水污染控制的WTP越高;(3)文化程度越高的居民更愿意支付;(4)居民对水污染控制政策的了解程度越高,WTP越高;(5)居民对亲环境行为的认可程度越高,WTP越高;(6)男性居民的WTP主要受认知因素的影响,如他们对治理政策的理解和对环保行为的认可,而女性居民的WTP主要受个人属性的影响,比如年龄,收入,以及家庭劳动力的数量。此外,本研究从三个方面提出了改善居民WTP的针对性措施:政府丰富居民参与水污染治理的渠道,社交媒体丰富了水环境知识的普及,学校加强环保知识教育,考虑到居民特征的差异。因此,本研究可为鼓励居民参与水污染防治提供理论参考和决策依据,推进美丽分水岭建设,为其他盆地提供参考。
    This study designs a double-bounded dichotomous questionnaire, and uses the Contingent Valuation Method (CVM) to estimate residents\' willingness to pay(WTP) for water pollution control along the Taihu Lake Basin. The results of the returned questionnaire show that 82.76% of the residents are willing to pay. CVM estimation results show that the average WTP of residents for water pollution control is 138.86 yuan/year. In addition, the influencing factors of WTP are explored using a Logistic regression model, and the heterogeneity of WTP among residents of different genders is analyzed. The study found that: (1) The younger the residents, the higher their WTP; (2) The higher the income, the higher the residents\' WTP for water pollution control; (3) Residents with higher educational level are more willing to pay; (4) The higher the degree of residents\' understanding of water pollution control policies, the higher the WTP; (5) The higher the degree of residents\' recognition of pro-environmental behavior, the higher the WTP; (6) Male residents\' WTP is mainly affected by cognitive factors such as their understanding of governance policies and their approval of pro-environmental behaviors, while female residents\' WTP is mainly affected by personal attributes, such as age, income, and the number of household laborers. Furthermore, this study proposes targeted measures to improve residents\' WTP from three aspects: the government enriches the channels for residents to participate in water pollution control, the social media enriches the popularization of water environment knowledge, and the school strengthens the education of environmental protection knowledge, considering the differences in residents\' characteristics. Therefore, this study can provide a theoretical reference and decision-making basis for encouraging residents to participate in water pollution control, promote the construction of a beautiful watershed, and provide a reference for other basins.
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  • 文章类型: Journal Article
    分析影响近视的因素,构建预测学龄儿童近视风险的列线图,为识别高危人群协助防控提供参考。
    本病例对照研究采用随机整群抽样的方法,对深圳三所小学的3512名学生进行问卷调查,近视筛查和眼部生物参数测量。采用Logistic回归分析近视的影响因素,并构建了一个列线图来预测近视风险。使用Bootstrap重采样来验证列线图的实用性。
    年龄较大(优势比[OR]=1.164;95%置信区间[CI]:1.111-1.219),女性(OR=2.405;95%CI:2.003-2.887),产妇近视(OR=1.331;95%CI:1.114-1.589),在阅读和写作过程中不正确的姿势(OR=1.283;95%CI:1.078-1.528)和眼轴长度(OR=7.708;95%CI:6.044-8.288)是近视的危险因素,而角膜半径增加(OR=0.036;95%CI:0.025-0.052)是近视的保护因素。列线图的受试者工作特征(ROC)曲线下面积为0.857,当决策曲线分析(DCA)的风险阈值为0.20至1.00时,净收益较高。测量值与预测值一致。
    列线图在预测学童近视风险方面是准确的。本研究为筛查高危学生和个体化近视防控提供参考。
    年龄较大,女性性别,产妇近视,阅读和写作时姿势不正确,眼轴长度延长是小学生近视的危险因素。根据年龄构造的列线图,性别,产妇近视,阅读和写作时姿势不正确,眼轴长度和角膜半径显示出良好的预测准确性和实用性。本研究构建的列线图可用于个性化近视风险评估。
    UNASSIGNED: To analyze the factors influencing myopia and construct a nomogram to forecast the risk of myopia among school-age children, providing a reference for identifying high-risk groups to aid prevention and control.
    UNASSIGNED: This case-control study enrolled 3512 students from three primary schools in Shenzhen using random cluster sampling for a questionnaire survey, myopia screening and ocular biometric parameter measurement. Logistic regression was used to analyze the influencing factors of myopia, and a nomogram was constructed to forecast myopia risk. Bootstrap resampling was used to verify the practicability of the nomogram.
    UNASSIGNED: Older age (odds ratio[OR] = 1.164; 95% confidence interval [CI]: 1.111-1.219), female sex (OR = 2.405; 95% CI: 2.003-2.887), maternal myopia (OR = 1.331; 95% CI: 1.114-1.589), incorrect posture during reading and writing (OR = 1.283; 95% CI: 1.078-1.528) and axial length (OR = 7.708; 95% CI: 6.044-8.288) are risk factors for myopia, whereas an increase in corneal radius (OR = 0.036; 95% CI: 0.025-0.052) is a protective factor against myopia. The area under the receiver operating characteristic (ROC) curve of the nomogram was 0.857, and the net benefit was high when the risk threshold of the decision curve analyses (DCA) ranged from 0.20 to 1.00. The measured values were consistent with the prediction.
    UNASSIGNED: The nomogram was accurate in predicting the risk of myopia among schoolchildren. This study provides a reference for screening high-risk students and for individualized myopia prevention and control.
    Older age, female sex, maternal myopia, incorrect posture during reading and writing, and prolonged axial length are risk factors for myopia among primary school students.The nomogram constructed based on age, sex, maternal myopia, incorrect posture during reading and writing, axial length and corneal radius showed good predictive accuracy and practicability.The nomogram constructed in this study can be used for individualized myopia risk assessment.
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  • 文章类型: Journal Article
    参考基于主要感兴趣的二元变量的分层病例控制(CC)程序,我们推导了二次变量logistic模型参数的抽样设计引起的失真表达式。在结果和中介都是二进制的设置中,使用分层病例控制(SCC)数据执行中介分析(可能在因果框架中)时,这一点尤其重要。尽管是为参数识别而设计的,我们的策略是通用的,也可以在非参数环境中使用。参考参数估计,我们推导了联合结果中介参数向量的最大似然(ML)估计器和M估计器。然后,我们进行模拟研究,重点是主要的因果中介量(即,自然效应),并将M-和ML估计与现有方法进行比较,基于权重。作为一个说明性的例子,我们重新分析了一个德国CC数据集,以研究免疫功能降低对李斯特菌病发病的影响是否由摄入胃酸抑制剂介导.
    With reference to a stratified case-control (CC) procedure based on a binary variable of primary interest, we derive the expression of the distortion induced by the sampling design on the parameters of the logistic model of a secondary variable. This is particularly relevant when performing mediation analysis (possibly in a causal framework) with stratified case-control (SCC) data in settings where both the outcome and the mediator are binary. Despite being designed for parametric identification, our strategy is general and can be used also in a nonparametric context. With reference to parametric estimation, we derive the maximum likelihood (ML) estimator and the M-estimator of the joint outcome-mediator parameter vector. We then conduct a simulation study focusing on the main causal mediation quantities (i.e., natural effects) and comparing M- and ML estimation to existing methods, based on weighting. As an illustrative example, we reanalyze a German CC data set in order to investigate whether the effect of reduced immunocompetency on listeriosis onset is mediated by the intake of gastric acid suppressors.
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  • 文章类型: Journal Article
    肩袖撕裂(RCT)的发生率和诊断率显着增加。目的探讨分析症状性RCT的危险因素,为其防治提供依据。
    我们回顾性分析了2017年1月1日至2021年8月31日以肩痛为主要主诉的193例随机临床试验(RCT)患者和161例非RCT患者的相关临床指标。采用单因素分析和多因素logistic回归分析两组潜在危险因素的差异。
    单因素分析显示,年龄(p<0.001),体重指数(BMI)(p=0.036),高血压(p<0.001),冠心病(p=0.028),肩外伤史(p<0.001),高脂血症(p=0.025),III型肩峰(p=0.012)和临界肩角(CSA)(p<0.001)增加了RCT的风险。多因素logistic回归分析显示年龄≥60岁(OR=2.61,95%CI=1.23~5.12),CSA≥35°(OR=4.24,95%CI=1.60~11.22),高血压(OR=2.34,95%CI=1.33至4.11)和肩外伤史(OR=5.20,95%CI=2.87至9.45)是症状性RCT的独立危险因素。
    这项研究的结果表明,年龄≥60岁,CSA≥35°,高血压和肩关节外伤史是症状性RCT的独立危险因素,可为进一步制定防治策略提供指导.未来的研究需要阐明这些危险因素与症状性随机对照试验之间关联的潜在机制。
    UNASSIGNED: The incidence and diagnostic rate of rotator cuff tears (RCTs) have increased significantly. The purpose of this study was to investigate and analyze the risk factors for symptomatic RCTs to provide a basis for their prevention and treatment.
    UNASSIGNED: We retrospectively analyzed the relevant clinical indicators of 193 randomized clinical trial (RCT) patients and 161 non-RCT patients hospitalized with shoulder pain as the main complaint from January 1, 2017, to August 31, 2021. Univariate analysis and multivariate logistic regression analysis were used to analyze the differences in potential risk factors between the two groups.
    UNASSIGNED: Univariate analysis revealed that age (p < 0.001), body mass index (BMI) (p = 0.036), hypertension (p < 0.001), coronary heart disease (p = 0.028), history of shoulder trauma (p < 0.001), hyperlipidemia (p = 0.025), type III acromion (p = 0.012) and critical shoulder angle (CSA) (p < 0.001) increased the risk of RCTs. Multivariate logistic regression analysis revealed that age ≥ 60 years (OR = 2.61, 95% CI = 1.23 to 5.12), CSA ≥ 35° (OR = 4.24, 95% CI = 1.60 to 11.22), hypertension (OR = 2.34, 95% CI = 1.33 to 4.11) and history of shoulder trauma (OR = 5.20, 95% CI = 2.87 to 9.45) were independent risk factors for symptomatic RCTs.
    UNASSIGNED: The results of this study showed that age ≥ 60 years, CSA ≥35°, hypertension and history of shoulder trauma are independent risk factors for symptomatic RCTs and can provide directions for further development of prevention and treatment strategies. Future studies need to clarify the mechanism underlying the association between these risk factors and symptomatic RCTs.
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  • 文章类型: Journal Article
    滑坡敏感性分区是滑坡风险管理的必要条件。本研究旨在基于信息值(IV)和逻辑回归(LR)耦合模型对湖北省巴东县的滑坡敏感性进行评估。中国。通过基于相关性分析的滑坡诱发因素筛选,在ArcGIS中建立了一个包含11个滑坡因子和588个历史滑坡的空间数据库。IV,然后建立了LR及其耦合模型。为了验证这三个模型的准确性,相应地创建了接收器工作特征曲线(ROC)和滑坡密度曲线。结果表明,三种模型的受试者工作特征曲线下面积(AUC)分别为0.758、0.786和0.818。此外,滑坡密度随滑坡敏感性呈指数增加,但是耦合模型在三个模型中表现出更高的增长率,表明该模型在滑坡敏感性评价中表现良好。耦合模型生成的滑坡敏感性图表明,高滑坡敏感性和极高滑坡敏感性区域主要集中在河流和道路沿线。此外,通过计算滑坡数量并分析巴东县各镇的滑坡敏感性,有人发现Yanduhe,辛岭,东郎口和官渡口是主要的滑坡易发区。该研究将有助于滑坡的预防和缓解,并为其他领域提供参考。
    Landslide susceptibility zoning is necessary for landslide risk management. This study aims to conduct the landslide susceptibility evaluation based on a model coupled with information value (IV) and logistic regression (LR) for Badong County in Hubei Province, China. Through the screening of landslide predisposing factors based on correlation analysis, a spatial database including 11 landslide factors and 588 historical landslides was constructed in ArcGIS. The IV, LR and their coupled model were then developed. To validate the accuracy of the three models, the receiver operating characteristic curves (ROC) and the landslide density curves were correspondingly created. The results showed that the areas under the receiver operating characteristic curve (AUCs) of the three models were 0.758, 0.786 and 0.818, respectively. Moreover, the landslide density increased exponentially with the landslide susceptibility, but the coupled model exhibited a higher growth rate among the three models, indicating good performance of the proposed model in landslide susceptibility evaluation. The landslide susceptibility map generated by the coupled model demonstrated that the high and very high landslide susceptibility area mainly concentrated along rivers and roads. Furthermore, by counting the landslide numbers and analyzing the landslide susceptibility within each town in Badong County, it was discovered that Yanduhe, Xinling, Dongrangkou and Guandukou were the main landslide-prone areas. This research will contribute to landslide prevention and mitigation and serve as a reference for other areas.
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  • 文章类型: Journal Article
    沙子和砾石是世界上开采和消耗最多的资源之一,特别是在全球南部,由于城市化,对沙子的需求增加。这种提取的大部分发生在河流中,不利的环境后果。缓解河流砂石开采(RSM)对淡水系统的影响需要对RSM的规模和控制因素有深刻的了解。然而,关于这一过程发生的数据非常有限。在更大的空间尺度上尤其如此。在这里,我们旨在弥合这一差距,并更深入地了解次大陆范围内RSM的发生。更具体地说,我们(1)开发了RSM的系统映射程序,以收集针对印度的RSM发生的第一个大规模数据集作为案例研究。使用此数据集,然后,我们(2)统计分析了可能控制印度RSM空间格局的因素。包括代表沙子需求和供应的因素。基于这些结果,我们(3)建立逻辑回归模型来估计RSM发生的概率。总的来说,我们的工作显示了印度RSM的巨大规模:随机选择和调查的808条河段(长度约为10公里),61.6%的患者有明显的RSM证据。统计分析显示,RSM的存在主要与描述沙子需求的变量(例如,到城市的距离,河段周围建成区的百分比),而与供应有关的变量(例如土壤质地,预期的沉积物排放量)显示出较弱的相关性。只有降雨变化是一个明显的重要因素,这可能与河段可达性有关。基于这些发现,我们提出了第一个预测印度RSM敏感性的模型和地图。
    Sand and gravel are amongst the most mined and consumed resources in the world, especially in the Global South where the demand for sand increases due to urbanization. Large parts of this extraction occur in rivers, with adverse environmental consequences. Mitigation of riverine sand and gravel mining (RSM) impacts on freshwater systems requires a robust understanding of the scale and controlling factors of RSM. However, very limited data exist on the occurrence of this process. This is especially true over larger spatial scales. Here we aim to bridge this gap and gain more insight into the occurrence of RSM at a subcontinental scale. More specifically, we (1) develop a systematic mapping procedure of RSM to collect the first large-scale dataset of RSM occurrence focusing on India as a case study. Using this dataset, we then (2) statistically analyze the factors potentially controlling spatial patterns of RSM across India. Factors were included that represent both the demand and supply of sand. Based on these results, we (3) develop a logistic regression model to estimate the probability of RSM occurrence. Overall, our work shows the enormous scale of RSM in India: of the 808 randomly selected and investigated river reaches (with lengths of ca. 10 km), 61.6 % showed clear evidence of RSM. Statistical analyses revealed that the presence of RSM is mainly linked to variables describing the demand for sand (e.g. distance to city, percentage of built-up area around the river reach), while variables relating to supply (e.g. soil texture, expected sediment discharge) showed much weaker correlations. Only rainfall variability was a clearly significant factor, which may relate to river reach accessibility. Based on these findings, we present a first model and map that predicts the susceptibility to RSM in India.
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  • 文章类型: Journal Article
    滑坡是对景观影响较大的自然现象之一,自然资源,和全世界的人类健康。安第斯地貌学,城市化,贫穷,不平等使它更容易受到山体滑坡的影响。这项研究的重点是了解解释性滑坡因素并促进定量敏感性映射。这两项任务都为安第斯地区提供了宝贵的知识,专注于区域规划和风险管理支持。这项工作以Azuay-Ecuador省作为研究区域解决了以下问题:(i)EFA和LR如何评估滑坡发生因素的重要性?(ii)在安第斯背景下进行敏感性分析的最重要的滑坡发生因素是什么?(iii)研究区域的滑坡敏感性图是什么?方法论框架使用定量技术来描述滑坡行为。EFA和LR模型基于665条记录的历史清单。两者都确定了NDVI,NDWI,高度,断层密度,道路密度,和PC2是最重要的因素。后一个因素代表标准偏差,降水的最大值,雨季的降雨(一月,二月,和三月)。EFA模型由7个潜在因素组成,这解释了55%的累积方差,具有1.5的中等项目复杂度,0.02的RMSR和0.89的TLI。这项技术还确定了TWI,故障距离,平面曲率,和道路距离是重要因素。LR的模型,AIC为964.63,残余偏差为924.63,AUC为0.92,准确度为0.84,Kappa为0.68,也显示出斜率的统计学意义,道路密度,地质学,和土地覆盖因素。这项研究包括对NDVI的时间序列分析,NDWI,和降水,包括滑坡发生的植被和天气动力。最后,这种方法论框架取代了传统的基于专家知识的定性模型,研究区和安第斯地区的定量方法。
    Landslides are one of the natural phenomena with more negative impacts on landscape, natural resources, and human health worldwide. Andean geomorphology, urbanization, poverty, and inequality make it more vulnerable to landslides. This research focuses on understanding explanatory landslide factors and promoting quantitative susceptibility mapping. Both tasks supply valuable knowledge for the Andean region, focusing on territorial planning and risk management support. This work addresses the following questions using the province of Azuay-Ecuador as a study area: (i) How do EFA and LR assess the significance of landslide occurrence factors? (ii) Which are the most significant landslide occurrence factors for susceptibility analysis in an Andean context? (iii) What is the landslide susceptibility map for the study area? The methodological framework uses quantitative techniques to describe landslide behavior. EFA and LR models are based on a historical inventory of 665 records. Both identified NDVI, NDWI, altitude, fault density, road density, and PC2 as the most significant factors. The latter factor represents the standard deviation, maximum value of precipitation, and rainfall in the wet season (January, February, and March). The EFA model was built from 7 latent factors, which explained 55% of the accumulated variance, with a medium item complexity of 1.5, a RMSR of 0.02, and a TLI of 0.89. This technique also identified TWI, fault distance, plane curvature, and road distance as important factors. LR\'s model, with AIC of 964.63, residual deviance of 924.63, AUC of 0.92, accuracy of 0.84, and Kappa of 0.68, also shows statistical significance for slope, roads density, geology, and land cover factors. This research encompasses a time-series analysis of NDVI, NDWI, and precipitation, including vegetation and weather dynamism for landslide occurrence. Finally, this methodological framework replaces traditional qualitative models based on expert knowledge, for quantitative approaches for the study area and the Andean region.
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  • 文章类型: Journal Article
    猴痘(Mpox)是一种新兴的人畜共患疾病,具有严重并发症的潜力。早期识别和诊断对于及时治疗至关重要,控制它的传播,并降低人与人之间传播的风险。这项研究旨在开发一种临床诊断工具,并描述在墨西哥西北部非流行地区爆发期间19例经PCR确认的水痘病例的临床和社会人口统计学特征。患者的中位年龄为35岁,大多数是男性。痘痘阳性患者通常报告发热等症状,腰痛,和虚弱,除了经历痛苦的溃疡和艾滋病毒感染者(PLWH)的高频率的艾滋病毒感染。设计了两个使用逻辑回归的诊断模型,最佳模型的预测精度为0.92(95%CI:0.8-1),敏感性为0.86,特异性为0.93。最佳模型的高预测值和准确性凸显了其在临床环境中显着改善早期水痘诊断和治疗的潜力,帮助控制未来的疫情。
    Monkeypox (Mpox) is an emerging zoonotic disease with the potential for severe complications. Early identification and diagnosis are essential to prompt treatment, control its spread, and reduce the risk of human-to-human transmission. This study aimed to develop a clinical diagnostic tool and describe the clinical and sociodemographic features of 19 PCR-confirmed Mpox cases during an outbreak in a nonendemic region of northwestern Mexico. The median age of patients was 35 years, and most were male. Mpox-positive patients commonly reported symptoms such as fever, lumbago, and asthenia, in addition to experiencing painful ulcers and a high frequency of HIV infection among people living with HIV (PLWH). Two diagnostic models using logistic regression were devised, with the best model exhibiting a prediction accuracy of 0.92 (95% CI: 0.8-1), a sensitivity of 0.86, and a specificity of 0.93. The high predictive values and accuracy of the top-performing model highlight its potential to significantly improve early Mpox diagnosis and treatment in clinical settings, aiding in the control of future outbreaks.
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  • 文章类型: Journal Article
    背景:Deha-Prakriti(DP)是阿育吠陀的独特贡献,这将人口分为三个主要群体,即。,瓦塔,Pitta,和Kapha占主导地位的个体。它的评估有助于医生开出合适的饮食,每日方案,以及预防非传染性疾病的生活方式。类风湿性关节炎(类风湿性关节炎)是一种需要个性化管理方法的疾病。
    目的:评估DP与Amavata(类风湿关节炎)的相关性。
    目的:评估以DP为基础的Amavata与类风湿关节炎的易感性。
    方法:于2018年4月18日至09.01.2020年进行了病例对照研究,涉及150例(Amavata患者),和150名对照组(健康志愿者),年龄匹配(18至50岁),和性,选自Jamnagar.两组的CCRAS-PAS,TRISUTRA项目CSIR-AYURGENOMICS的健康评估形式,被使用。进行Logistic回归分析以确定DP与Amavata之间的关系。
    结果:病例组中Vatadosha患者的比例(53.79%)明显高于对照组(24.91%)(P<0.0001)。发现Pitta(39.35%)和Kapha(36.27%)doshas在对照组中更为普遍(P<0.0001)。随着Vata百分比的每增加一个单位,发展Amavata的可能性增加了6%,根据Logistic回归分析。
    结论:Vata优势DP与Amavata有显著关联。Vata占主导地位的DP个体比Pitta和Kapha占主导地位的DP个体更容易受到Amavata的影响。
    BACKGROUND: Deha-Prakriti (DP) is a unique contribution of Ayurveda, which distinguishes the population into three main groups viz., Vata, Pitta, and Kapha predominant individuals. Its assessment helps physicians to prescribe a suitable diet, daily regimen, and lifestyle that prevents non-communicable diseases. Amavata (Rheumatoid Arthritis) is a disease that needs personalized management approach.
    OBJECTIVE: To evaluate the association of DP with Amavata (∼Rheumatoid Arthritis).
    OBJECTIVE: To evaluate DP-based susceptibility in the manifestation of Amavata vis-à-vis Rheumatoid Arthritis.
    METHODS: A case-control study was conducted from 18.04.2018 to 09.01.2020, involving 150 cases (patients of Amavata), and 150 controls (healthy volunteers), matching in age (between 18 to 50 years), and sex, selected from Jamnagar. CCRAS-PAS for both the groups, Health Assessment proforma of TRISUTRA project CSIR-AYURGENOMICS, were used. Logistic regression analyses were conducted to determine the relationship between DP and Amavata.
    RESULTS: The proportion of people with Vata dosha in the case group (53.79%) was substantially higher (P < 0.0001) than in the control group (24.91%). Pitta (39.35%) and Kapha (36.27%) doshas were found to be more prevalent in the control group (P < 0.0001). There was a six-percent rise in the likelihood of developing Amavata with every unit increase in Vata percentage, according to logistic regression analysis.
    CONCLUSIONS: Vata predominant DP has a significant association with Amavata. Vata predominant DP individuals are more susceptible to Amavata than Pitta and Kapha predominant DP individuals.
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