predictors

预测因子
  • 文章类型: Journal Article
    背景:血浆尿酸与白蛋白之比(UAR)被认为是炎症的新型指标。然而,UAR与冠状动脉慢血流现象(CSFP)之间的关联尚不清楚.
    方法:本研究共纳入1328例慢性冠脉综合征(CCS)患者行冠状动脉造影(CAG),未发现明显的阻塞性狭窄(<40%)。79例发生CSFP,分为CSFP组。将1:2年龄匹配的冠状动脉血流量正常的患者分配到对照组(n=158)。临床特点,实验室参数,包括尿酸,白蛋白比,比较两组的UAR和血管造影特征。
    结果:CSFP患者的尿酸水平较高(392.3±85.3vs.273.8±71.5,P<0.001),UAR(10.7±2.2vs.7.2±1.9,P<0.001),但血浆白蛋白水平较低(36.9±4.2vs.38.5±3.6,P=0.003)。此外,UAR随着CSFP涉及的船只数量的增加而增加。Logistic回归分析显示UAR是CSFP的独立预测因子。受试者工作特征(ROC)曲线分析表明,当UAR大于7.9时,AUC为0.883(95%CI:0.840-0.927,p<0.001),敏感性和特异性分别为78.2%和88.2%。
    结论:尿酸与血浆白蛋白联用,UAR可以作为CSFP的独立预测因子。
    BACKGROUND: The plasma uric acid to albumin ratio (UAR) is considered as a novel indicator for Inflammation. However, the association between UAR and coronary slow flow phenomenon (CSFP) remains unclear.
    METHODS: A total of 1328 individuals with chronic coronary syndrome (CCS) receiving coronary angiography (CAG) and found no obvious obstructive stenosis (< 40%) were included in this study. 79 individuals developed CSFP and were divided into CSFP group. The 1:2 age-matched patients with normal coronary blood flow were allocated to the control group (n = 158). The clinical characteristics, laboratory parameters including uric acid, albumin ratio, UAR and the angiographic characteristics were compared between the two groups.
    RESULTS: Patients with CSFP had a higher level of uric acid (392.3 ± 85.3 vs. 273.8 ± 71.5, P < 0.001), UAR (10.7 ± 2.2 vs. 7.2 ± 1.9, P < 0.001), but a lower level of plasma albumin (36.9 ± 4.2 vs. 38.5 ± 3.6, P = 0.003). Moreover, UAR increased as the numbers of vessels involved in CSFP increased. The logistic regression analysis demonstrated that UAR was independent predictors for CSFP. The Receiver operating characteristic (ROC) curve analysis showed that when UAR was more than 7.9, the AUC was 0.883 (95% CI: 0.840-0.927, p < 0.001), with the sensitivity and specificity were 78.2% and 88.2% respectively.
    CONCLUSIONS: Combined uric acid with plasma albumin, UAR could serve as an independent predictor for CSFP.
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  • 文章类型: Journal Article
    通过智能手机医疗保健应用程序(应用程序)进行的饮食和身体活动干预措施最近已成为减肥的有效方法。然而,导致成功减肥的具体因素仍不确定.我们对68名超重和肥胖的日本成年人进行了为期三个月的基线特征和应用程序使用频率分析,这些成年人在先前的随机对照试验中被分配到干预组。Logistic回归分析显示,在基线时养成步行习惯与成功减肥之间存在负相关(OR:0.248;p=0.018)。定义为初始重量减少3%。此外,较低的步行速度和家族病史被确定为成功减重的潜在预测因素.这些发现提供了通过我们的智能手机应用程序成功减肥的个人概况的见解,为未来医疗保健应用程序的开发提供有价值的指导。
    Dietary and physical activity interventions through smartphone healthcare applications (apps) have recently surged in popularity as effective methods for weight loss. However, the specific factors contributing to successful weight loss remain uncertain. We conducted an analysis of baseline characteristics and app usage frequencies over three months among 68 Japanese adults with overweight and obesity who were assigned to the intervention group in a previous randomized controlled trial. Logistic regression analysis revealed a negative association (OR: 0.248; p = 0.018) between having a walking habit at baseline and successful weight loss, defined as a 3% reduction in initial weight. Additionally, slower walking speeds and family medical history were identified as potential predictors of successful weight loss. These findings offer insights into the profile of individuals who achieve success in weight loss through our smartphone app, providing valuable guidance for the development of future healthcare apps.
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  • 文章类型: Journal Article
    背景:这项前瞻性观察性队列研究的目的是揭示类风湿关节炎(RA)患者对托珠单抗(TCZ)治疗反应的预测因素,在临床特征和血清促炎细胞因子方面,特别是探索粒细胞巨噬细胞集落刺激因子(GM-CSF)的预测价值。
    方法:本研究前瞻性招募了对MTX反应不足、打算接受TCZ治疗的活动性成年RA患者。共纳入174例严重RA患者,以确定治疗反应与以下特征之间的关联:药物,疾病活动,血清促炎细胞因子等。
    结果:疾病持续时间(OR=0.996),招标接头数量(TJC)/68(OR=0.943),中性粒细胞比率(W4/基线)(OR=0.224),基线时GM-CSF水平>5ng/ml(OR=0.414)是RA患者TCZ治疗第24周(W24)时通过临床疾病活动指数(CDAI)评估的应答良好的独立不良预测因子.此外,DAS28-ESR(OR=2.951,P=0.002)和基线时GM-CSF水平>10ng/ml(OR=5.419,P=0.002)是反应不良的独立预测因子,但GM-CSF水平不>5ng/ml(OR=2.713,P=0.054)。高GM-CSF组患者DAS28-ESR和血清细胞因子(IL-17A,IL-1β,IL-6,TNF-α)在基线,以及明显更高的非良好反应率(62.8%vs.39.4%,P=0.010)和反应不佳(27.9%vs.9.1%,P=0.004)比W24时低GM-CSF组。此外,低反应者的GM-CSF水平明显高于中度和良好反应组,基线时血清IL-17A和IL-1β水平随之升高,而基线时血清IL-6和TNF-α水平在三个应答组中无显著差异。
    结论:基线时GM-CSF的高水平(>5ng/ml和>10ng/ml)分别是W24时对TCZ反应不良和反应不良的独立预测因子。基线时高水平的GM-CSF是严重RA患者疾病活动性高的标志,也是TCZ反应差的预测因子。这可能有助于制定难治性RA的个体化治疗策略。
    BACKGROUND: The aim of this prospective observational cohort study was to unveil the predictors of treatment response to tocilizumab (TCZ) therapy in rheumatoid arthritis (RA) patients, in terms of clinical characteristics and serum proinflammatory cytokines, especially to explore the predictive value of granulocyte macrophage-colony stimulating factor (GM-CSF).
    METHODS: Active adult RA patients with inadequate response to MTX intending to receive TCZ therapy were recruited prospectively in the study. A total of 174 severe RA patients were included for the identification of the associations between treatment response and the following characteristic features: demographics, medications, disease activity, serum proinflammatory cytokines and so on.
    RESULTS: Disease duration (OR = 0.996), tender joint count (TJC)/68 (OR = 0.943), neutrophil ratio (W4/baseline) (OR = 0.224), the high level of GM-CSF > 5 ng/ml (OR = 0.414) at baseline were the independent adverse predictors of good response assessed by clinical disease activity index (CDAI) at week 24 (W24) for TCZ therapy in RA patients. Moreover, DAS28-ESR (OR = 2.951, P = 0.002) and the high level of GM-CSF > 10 ng/ml at baseline (OR = 5.419, P = 0.002) were independent predictors of poor response, but not the high level of GM-CSF > 5 ng/ml (OR = 2.713, P = 0.054). The patients in the high GM-CSF group had significantly higher DAS28-ESR and serum levels of cytokines (IL-17A, IL-1β, IL-6, TNF-α) at baseline, as well as significantly higher rate of non-good response (62.8% vs. 39.4%, P = 0.010) and poor response (27.9% vs. 9.1%, P = 0.004) than the low GM-CSF group at W24. In addition, poor responders had significantly higher levels of GM-CSF with concomitant increase in the serum levels of IL-17A and IL-1β at baseline than those in moderate and good response groups, while serum levels of IL-6 and TNF-α at baseline were not significantly different in three response groups.
    CONCLUSIONS: The high levels of GM-CSF (> 5 ng/ml and > 10 ng/ml) at baseline were the independent predictors of non-good response and poor response to TCZ at W24 respectively. The high level of GM-CSF at baseline is a marker of high disease activity and a predictor of poor response to TCZ in severe RA patients, which may facilitate the development of individualized treatment strategies for refractory RA.
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  • 文章类型: Journal Article
    背景:感染性心内膜炎(IE)是一种威胁生命的感染,年死亡率为40%。多达80%的患者报告了栓塞事件。>10mm大小的植被与栓塞事件增加和预后不良相关。关于多种植被与结果的关联的文献很少。
    目的:研究与多种植被存在相关的超声心动图(ECHO)特征和结局。
    方法:在本回顾性研究中,单中心,队列研究纳入2017年6月至2019年6月诊断为IE的患者.共有84名患者被诊断为IE,其中67人被确定为植被。基线人口统计,临床,实验室,并对ECHO参数进行了综述。研究的结果包括反复入院,栓塞现象,和死亡率。
    结果:发现23例(34%)患者有多个植被,男性13人(56.5%),女性10人(43.5%)。这些患者的平均年龄为50岁。八个(35%)的人先前有IE发作。中度至重度瓣膜返流的ECHO特征[比值比(OR)=4],存在起搏器导线(OR=4.8),左心室(LV)松弛受损(OR=4),和肺动脉收缩压(PASP)升高(OR=2.2)与多个植被的较高几率相关。在这些中度至重度瓣膜返流中(P=0.028),起搏器导线(P=0.039)和舒张功能受损(P=0.028)有统计学意义。注意到这些患者与反复入院的关联增加(OR=3.6),复发性菌血症(OR=2.4),栓塞现象(OR=2.5),重症监护病房住院(OR=2.8),低血压(OR=2.1),手术干预(OR=2.8)和设备移除(OR=4.8)。该设备的移除(P=0.039)和反复入院(P=0.017)具有统计学意义。
    结论:本研究强调了具有多个植被的IE患者的ECHO预测因子与预后的关联。中重度反流的ECHO特征,起搏器导线的存在,左心室松弛受损,和升高的PASP和包括反复入院和设备移除在内的结局被发现与多个植被相关。
    BACKGROUND: Infective endocarditis (IE) is a life-threatening infection with an annual mortality of 40%. Embolic events reported in up to 80% of patients. Vegetations of > 10 mm size are associated with increased embolic events and poor prognosis. There is a paucity of literature on the association of multiple vegetations with outcome.
    OBJECTIVE: To study the echocardiographic (ECHO) features and outcomes associated with the presence of multiple vegetations.
    METHODS: In this retrospective, single-center, cohort study patients diagnosed with IE were recruited from June 2017 to June 2019. A total of 84 patients were diagnosed to have IE, of whom 67 with vegetation were identified. Baseline demographic, clinical, laboratory, and ECHO parameters were reviewed. Outcomes that were studied included recurrent admission, embolic phenomenon, and mortality.
    RESULTS: Twenty-three (34%) patients were noted to have multiple vegetations, 13 (56.5%) were male and 10 (43.5%) were female. The mean age of these patients was 50. Eight (35%) had a prior episode of IE. ECHO features of moderate to severe valvular regurgitation [odds ratio (OR) = 4], presence of pacemaker lead (OR = 4.8), impaired left ventricle (LV) relaxation (OR = 4), and elevated pulmonary artery systolic pressure (PASP) (OR = 2.2) are associated with higher odds of multiple vegetations. Of these moderate to severe valvular regurgitation (P = 0.028), pacemaker lead (P = 0.039) and impaired relaxation (P = 0.028) were statistically significant. These patients were noted to have an increased association of recurrent admissions (OR = 3.6), recurrent bacteremia (OR = 2.4), embolic phenomenon (OR = 2.5), intensive care unit stay (OR = 2.8), hypotension (OR = 2.1), surgical intervention (OR = 2.8) and device removal (OR = 4.8). Of this device removal (P = 0.039) and recurrent admissions (P = 0.017) were statistically significant.
    CONCLUSIONS: This study highlights the associations of ECHO predictors and outcomes in patients with IE having multiple vegetations. ECHO features of moderate to severe regurgitation, presence of pacemaker lead, impaired LV relaxation, and elevated PASP and outcomes including recurrent admissions and device removal were found to be associated with multiple vegetations.
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  • 文章类型: Journal Article
    背景:在撒哈拉以南国家,结直肠癌(CRC)的发病率一直在增加,包括埃塞俄比亚。然而,埃塞俄比亚CRC患者的实际死亡率尚未确定.因此,本系统综述和荟萃分析旨在确定埃塞俄比亚CRC患者的总死亡率并确定预测因素.
    方法:PubMed,EMBASE,WebofScience,Scopus,科学直接,和谷歌学者被搜索以识别相关文章。遵循系统评价和荟萃分析(PRISMA)的首选报告项目。使用纽卡斯尔-渥太华量表关键评估清单评估纳入研究的质量。随机效应模型用于估计合并死亡率和调整风险比(AHR)。使用漏斗图和Egger回归检验评估发表偏倚,异质性通过CochranQ检验和I2统计进行评估。
    结果:在回顾了74篇文章之后,只有7项研究符合标准并纳入分析.分析显示,埃塞俄比亚CRC患者的总死亡率为40.5%(95%置信区间[CI]:32.05,48.87),3年,5年为82.3%(95%CI:73.33,91.31),48.8%(95%CI:43.35,54.32),分别为26.6%(95%CI:21.26、31.91)。亚组分析表明,2017年之后进行的研究与之前进行的研究相比,死亡率更高(43.0%vs.38.2%)。年龄较大(AHR:1.89,95%CI:1.27,2.82);已婚(AHR:2.53,95%CI:1.79,3.57);合并症(AHR:1.84,95%CI:1.45,2.35);CEA水平高(AHR:2.06,CI:1.35,3.13);处于第二阶段(AHR:4.13,9.95%,1.85):III(AHR:8.62,95%CI:3.88,19.15),IV(AHR:8.06,CI:2.89,22.49)是最重要的预测因子。
    结论:在埃塞俄比亚,诊断为CRC的个体的死亡率很高,五分之二的病人死于这种疾病。年龄,婚姻状况,CEA级别,合并症,和癌症分期被确定为CRC患者死亡率的预测因素。因此,应优先考虑早期发现和筛查,特别是对于老年患者,那些已婚的人,有合并症,CEA水平升高,和晚期癌症阶段。
    BACKGROUND: The incidence of colorectal cancer (CRC) has been increasing in Sub-Saharan countries, including Ethiopia. However, the real mortality rate for CRC patients in Ethiopia has not been established. Therefore, this systematic review and meta-analysis aimed to determine the overall mortality rate and identify predictors among CRC patients in Ethiopia.
    METHODS: PubMed, EMBASE, Web of Science, Scopus, Science Direct, and Google Scholar were searched to identify relevant articles. The preferred reporting items for systematic reviews and meta-analyses (PRISMA) were followed. The quality of the included studies was assessed using the Newcastle-Ottawa Scale Critical Appraisal checklist. A random effect model was used to estimate the pooled mortality rate and adjusted hazard ratio (AHR). Publication bias was assessed using funnel plots and Egger\'s regression test, while heterogeneity was evaluated through the Cochran Q test and I2 statistics.
    RESULTS: After reviewing 74 articles, only 7 studies met the criteria and were included in the analysis. The analysis revealed that the overall mortality rate among CRC patients in Ethiopia was 40.5% (95% confidence interval [CI]: 32.05, 48.87) while the survival rates at 1 year, 3 years, and 5 years were 82.3% (95% CI: 73.33, 91.31), 48.8% (95% CI: 43.35, 54.32), and 26.6% (95% CI: 21.26, 31.91) respectively. Subgroup analysis indicated that studies conducted after 2017 had higher mortality rates compared to those studied earlier (43.0% vs. 38.2%). Older age (AHR: 1.89, 95% CI: 1.27, 2.82); being married (AHR: 2.53, 95% CI: 1.79, 3.57); having comorbidities (AHR: 1.84, 95% CI: 1.45, 2.35); having high CEA levels (AHR: 2.06, CI: 1.35, 3.13); being in stage II (AHR: 4.13, 95% CI: 1.85, 9.22), III (AHR: 8.62, 95% CI: 3.88, 19.15), and IV (AHR: 8.06, CI: 2.89, 22.49) were the most important predictors.
    CONCLUSIONS: In Ethiopia, the mortality rate among individuals diagnosed with CRC is high, with two out of five patients dying from this disease. Age, marital status, CEA level, comorbidities, and cancer stage were identified as predictors of mortality in CRC patients. Therefore, early detection and screening should be prioritized, particularly for older patients, those who are married, have comorbidities, elevated CEA levels, and advanced cancer stages.
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  • 文章类型: Journal Article
    目的:可穿戴式心律转复除颤器(WCD)可以保护患者免受室性心动过速导致的心源性猝死,并作为确定除颤器植入的桥梁。这一分析的目的来自国际,多中心WCD注册旨在确定该人群中持续性室性心动过速(VT)和/或室颤(VF)的预测因子。
    方法:来自9个欧洲中心的多中心注册表中包括了一千六百七十五名WCD患者,中位随访时间为440天(IQR120-893)。主要研究终点是持续VT/VF的发生。
    结果:在所有患者中,通过WCD检测到的持续性室性心动过速为5.4%,VF为0.9%。在随访期间接受ICD植入的30.3%患者中,持续性室性心动过速为9.3%,VF为2.6%.非缺血性心肌病(HR0.5,p<0.001),血管紧张素转换酶抑制剂(HR0.7,p=0.027)和醛固酮拮抗剂(HR0.7,p=0.005)与VT/VF的风险显著降低相关.
    结论:在非缺血性心肌病存在的情况下,因暂时性心源性猝死风险增加而接受WCD治疗的患者的VT/VF风险相对较低。值得注意的是,心力衰竭的最佳药物治疗不仅可以改善左心室射血分数,而且可以降低VT/VF的风险.
    OBJECTIVE: Wearable cardioverter defibrillator (WCD) can protect patients from sudden cardiac death due to ventricular tachyarrhythmias and serve as a bridge to decision of definite defibrillator implantation. The aim of this analysis from an international, multicenter WCD registry was to identify predictors of sustained ventricular tachycardia (VT) and/or ventricular fibrillation (VF) in this population.
    METHODS: One thousand six hundred seventy-five patients with WCD were included in a multicenter registry from 9 European centers, with a median follow-up of 440 days (IQR 120-893). The primary study end point was the occurrence of sustained VT/VF.
    RESULTS: Sustained VT was detected by WCD in 5.4% and VF in 0.9% of all patients. Of the 30.3% of patients receiving ICD implantation during follow-up, sustained VT was recorded in 9.3% and VF in 2.6%. Non-ischemic cardiomyopathy (HR 0.5, p < 0.001), and medication with angiotensin-converting enzyme inhibitors (HR 0.7, p = 0.027) and aldosterone antagonists (HR 0.7, p = 0.005) were associated with a significantly lower risk of VT/VF.
    CONCLUSIONS: Patients who received WCD due to a transient increased risk of sudden cardiac death have a comparatively lower risk of VT/VF in the presence of non-ischemic cardiomyopathy. Of note, optimal medical treatment for heart failure not only results in an improvement in left ventricular ejection fraction but also in a reduction in the risk for VT/VF.
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  • 文章类型: Journal Article
    风险预测模型通常通过逻辑回归分析来执行,但受到偏斜数据集的限制。由于复杂数据集的逻辑回归(LR)分析的局限性,我们利用神经网络(NN)模型来识别脑静脉血栓形成(CVT)不良结局的独立预测因子。
    我们从前瞻性BEAST(建立静脉血栓形成病因的生物栓剂)研究中评估了1309名成年CVT患者。接收器工作特性(AUROC)曲线下的面积证实了预测模型的拟合优度。神经网络的归一化重要性(NI)决定了独立预测因子的重要性。
    逐步逻辑回归模型发现溶栓(OR32.1;95%CI3.6-287.0;P=0.002),开颅手术(OR6.9;95%CI1.3-36.8;P=0.02),和脑出血(OR4.5;95%CI1.3-15.4;P=0.01)作为不良临床结局的预测因子,AUROC为0.71。相反,神经网络模型确定了长期不良临床结局的主要独立预测因素,如脑出血(NI100%)和溶栓(NI98%),以及年龄(NI2.8%)和精神状态改变(NI3.5%)的微不足道的预测因子。在AUROC为0.82的情况下,自学习随机选择的训练和测试样本的NN模型的准确率为95.1%和94.1%。LR模型对不良结局的阳性和阴性预测值分别为13.2%和97.1%,与神经网络模型的18.8%和98.7%相比,分别。
    脑出血和溶栓是一个强有力的独立预测因子,而年龄仅影响成人CVT的长期不良临床结局。集成非正统神经网络风险预测模型可以改善决策,因为它优于传统的复杂数据集的逻辑回归。
    UNASSIGNED: Risk prediction models are commonly performed with logistic regression analysis but are limited by skewed datasets. We utilised neural networks (NNs) model to identify independent predictors of poor outcomes in cerebral venous thrombosis (CVT) due to the limitations of logistic regression (LR) analysis with complex datasets.
    UNASSIGNED: We evaluated 1309 adult CVT patients from the prospective BEAST (Biorepository to Establish the Aetiology of Sinovenous Thrombosis) study. The area under the receiver operating characteristic (AUROC) curve confirmed the goodness-of-fit of prediction models. The normalised importance (NI) of the NNs determines the significance of independent predictors.
    UNASSIGNED: The stepwise logistic regression model found thrombolysis (OR 32.1; 95% CI 3.6-287.0; P=0.002), craniotomy (OR 6.9; 95% CI 1.3-36.8; P=0.02), and cerebral haemorrhage (OR 4.5; 95% CI 1.3-15.4; P=0.01) as predictors of poor clinical outcome with the AUROC of 0.71. Conversely, the NNs model identified major independent predictors of long-term poor clinical outcomes as cerebral haemorrhage (NI 100%) and thrombolysis (NI 98%), as well as trivial predictors of age (NI 2.8%) and altered mental status (NI 3.5%). The accuracy of the NNs model was 95.1% and 94.1% for self-learned randomly selected training and testing samples with an AUROC of 0.82. Positive and negative predictive values for poor outcomes were 13.2% and 97.1% for the LR model, compared with the NNs model of 18.8% and 98.7%, respectively.
    UNASSIGNED: Cerebral haemorrhage and thrombolysis was a strong independent predictor, whereas age merely impacts the long-term poor clinical outcome in adult CVT. Integrating unorthodox neural networks risk prediction model can improve decision-making as it outperforms conventional logistic regression with complex datasets.
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  • 文章类型: Journal Article
    在老龄化社会和越来越多的肥胖人群的时代,越来越多的老年患者正在咨询减肥外科医师。高血压(HT)的发病率也随着年龄和体重而上升,使老年人的治疗成为一个重大挑战。
    确定65岁以上患者减重手术后HT缓解的预测因素。
    一项回顾性研究分析了2008年至2022年在波兰接受腹腔镜减肥手术的65岁以上HT患者。数据来自11个减肥中心。患者分为两组:反应者(R)和非反应者(NR)。进行多因素logistic回归分析以确定显著的独立危险因素。
    该研究分析了244名患者,55例(22.5%)患者的HT完全缓解。几乎90%的患者显示HT改善。平均随访时间为47.4个月。导致HT缓解的因素包括HT持续时间少于5年,使用单一药物,与%EWL有显著相关性。
    65岁以上患者的减重手术对HT缓解有积极作用。HT缓解的机会随着药物的减少而增加,较短的HT持续时间,手术后体重减轻更大。
    UNASSIGNED: In the era of an aging society and a growing number of obese people, an increasing number of older patients are consulting bariatric surgeons. The incidence of hypertension (HT) also rises with age and body weight, making the treatment of the elderly a significant challenge.
    UNASSIGNED: To identify predictors of HT remission after bariatric surgery in patients over 65 years of age.
    UNASSIGNED: A retrospective study analyzed patients over 65 years old with HT who underwent laparoscopic bariatric procedures in Poland between 2008 and 2022. The data came from 11 bariatric centers. Patients were categorized into two groups: responders (R) and non-responders (NR). A multivariate logistic regression analysis was conducted to identify significant independent risk factors.
    UNASSIGNED: The study analyzed 244 patients, with complete HT remission observed in 55 (22.5%) patients. Almost 90% of patients showed improvement in HT. The mean follow-up time was 47.4 months. Factors contributing to HT remission included HT duration of less than 5 years, the use of single medication, and a significant correlation with %EWL.
    UNASSIGNED: Bariatric surgery in patients aged over 65 has a positive effect on HT remission. The chance of HT remission increases with fewer medications, shorter HT duration, and greater weight loss after surgery.
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  • 文章类型: Journal Article
    入境点(POE)工作人员在爆发期间特别容易出现抑郁和焦虑。该研究旨在确定博茨瓦纳POE员工中抑郁和焦虑的患病率和预测因素。
    这是在2021年2月12日至2022年2月2日COVID-19爆发期间在塞雷兹·卡马国际机场(SSKIA)和Tlokweng边境进行的一项横断面研究。采用患者健康问卷-9(PHQ-9)和一般焦虑障碍-7项目量表(GAD-7)分别筛查抑郁和焦虑。使用Logistic回归确定抑郁(PHQ-9≥10)和焦虑(GAD-7≥10)的预测因子。
    共有276名POE工作者参加了这项研究,其中60名(21.7%)的PHQ-9评分异常(患有抑郁症)。31名(11.2%)参与者的焦虑水平异常。抑郁症的预测因素在SSKIA(调整后优势比(AOR)0.22,95%置信区间(CI)0.08-0.65),年龄>39岁(AOR0.15,95%CI0.03-0.68),拥有文凭(AOR0.27,95%CI0.008-0.89),度或更高(AOR0.23,95%CI0.07-0.80),哮喘病史(AOR4.43,95%CI1.17-16.72),有污名和歧视的经历(AOR2.93,95%CI1.01-8.55)和家庭中有老年人(>65岁)(AOR4.61,95%CI1.64-12.99)。焦虑的预测因素是患有慢性疾病(AOR5.76,95%CI1.34-24.78)和污名和歧视(AOR6.82,95%CI1.42-32.46)。
    在大量参与者中检测到抑郁和焦虑。确定了多个危险因素。公共卫生干预措施应针对这些危险因素。
    UNASSIGNED: points of entry (POE) staff are particularly prone to depression and anxiety during outbreaks. The study aimed to determine the prevalence and predictors of depression and anxiety among POE staff in Botswana.
    UNASSIGNED: this was a cross sectional study at Sir Seretse Khama International Airport (SSKIA) and Tlokweng border from 02/12/2021 to 24/02/2022 during the COVID-19 outbreak. The Patient Health Questionnaire-9 (PHQ-9) and the General Anxiety Disorder-7 item scale (GAD-7) were used to screen for depression and anxiety respectively. Logistic regression was used to determine predictors of depression (PHQ-9≥10) and anxiety (GAD-7 ≥10).
    UNASSIGNED: a total of 276 POE workers participated in the study of which 60 (21.7%) had an abnormal PHQ-9 score (had depression). Anxiety levels were abnormal in 31 (11.2%) participants. The predictors of depression were working at SSKIA (Adjusted odds ratio (AOR) 0.22, 95% Confidence interval (CI) 0.08-0.65), age >39 years (AOR 0.15, 95% CI 0.03-0.68), having a diploma (AOR 0.27, 95% CI 0.008-0.89), having a degree or higher (AOR 0.23, 95% CI 0.07-0.80), history of asthma (AOR 4.43, 95% CI 1.17-16.72), experience of stigma and discrimination (AOR 2.93, 95% CI 1.01-8.55) and having older people (>65 years) in the household (AOR 4.61, 95% CI 1.64-12.99). The predictors of anxiety were having chronic medical conditions (AOR 5.76, 95% CI 1.34-24.78) and experience of stigma and discrimination (AOR 6.82, 95% CI 1.42-32.46).
    UNASSIGNED: depression and anxiety were detected in a significant number of participants. Multiple risk factors were identified. Public health interventions should target these risk factors.
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  • 文章类型: Journal Article
    关节炎是影响全球许多人的重大公共卫生问题。暴露于各种危险因素使个体处于患关节炎的风险中。因此,这项研究旨在评估Nyamira县农村地区居民关节炎的患病率和预测因素,肯尼亚。
    采用了基于社区的横断面研究设计。使用简单随机抽样从家庭列表中选择家庭。包括40岁以上抽样家庭的所有居民。进行描述性分析以描述研究人群。还进行了双变量和多变量分析以鉴定统计学上显著的关节炎相关变量。
    关节炎的患病率为44.6%。先前的关节损伤/感染[AOR=2.74;95CI=1.59-4.77;p<0.001],失业[AOR=2.77;95CI=1.50-5.21;p=0.001],年龄在51岁以上,高血压[AOR=1.90;95CI=1.03-3.53,p=0.040]与关节炎风险增加相关.相反,男性[AOR=0.42;95%CI=0.22-0.75;p=0.005],静置>2小时[AOR=0.48;95CI=0.29-0.81;p=0.006],和从坐到站的位置不断转换[AOR=0.45;95%CI=0.26-0.76;p=0.003]与较低的关节炎风险相关.大多数参与者(75%)的关节炎知识得分超过66%。
    该研究发现社区中关节炎的患病率很高。关节炎与研究中的各种危险因素密切相关。因此,有必要针对可改变的因素采取预防措施,以降低关节炎的患病率。
    UNASSIGNED: arthritis is a significant public health problem affecting many people globally. Exposure to various risk factors puts individuals at risk of developing arthritis. Therefore, this study aimed to assess the prevalence and predictors of arthritis among residents of a rural set-up in Nyamira County, Kenya.
    UNASSIGNED: a community-based cross-sectional study design was employed. Simple random sampling was utilized to select households from a household list. All the residents of the sampled household above 40 years were included. Descriptive analysis was done to describe the study population. Bivariate and multivariate analysis was also done to identify statistically significant arthritis-related variables.
    UNASSIGNED: the prevalence of arthritis was 44.6%. Previous joint injury/infection [AOR=2.74; 95%CI=1.59-4.77; p<0.001], being unemployed [AOR=2.77; 95%CI=1.50-5.21; p=0.001], age above 51 years, and hypertension [AOR=1.90; 95%CI=1.03-3.53, p=0.040] were associated with an increased risk of arthritis. Conversely, being male [AOR=0.42; 95% CI=0.22-0.75; p=0.005], standing for > 2 hours [AOR=0.48; 95%CI=0.29-0.81; p=0.006], and constant shifting from sit to stand positions [AOR=0.45; 95% CI=0.26-0.76; p=0.003] were associated with a lower risk of arthritis. Most participants (75%) had an arthritis knowledge score of more than 66%.
    UNASSIGNED: the study found a high prevalence of arthritis in the community. Arthritis was strongly associated with various risk factors under study. Therefore, there is a need to take preventive measures for modifiable factors to enhance a reduced prevalence of arthritis.
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