propensity score analysis

倾向得分分析
  • 文章类型: Journal Article
    背景:关于手术治疗与事件发生时间终点的比较研究为临床实践提供了大量证据,但是生存数据分析的准确使用和混杂偏差的控制仍然是巨大的挑战。
    方法:这是对2021年发表在四本普通医学期刊和五本普通外科期刊上的具有生存结果的外科研究的调查。对两个最关心的统计问题进行了评估,包括通过倾向评分分析(PSA)或多变量分析以及Cox模型中比例风险(PH)假设的混淆控制。
    结果:共纳入74项研究,包括63项观察性研究和11项随机对照试验。在观察性研究中,在外科肿瘤学和非肿瘤学研究中使用PSA的研究比例相似(40.9%对36.8%,P=0.762)。然而,前者报告的PH假设评估比例明显低于后者(13.6%对42.1%,P=0.020)。25项观察性研究(25/63)使用PSA方法,但其中三分之二(17/25)显示PSA后基线数据的平衡不清楚.PSA后的PH假设测试比例略低于PSA前,但差异无统计学意义(24.0%对28.0%,P=0.317)。对生存分析中的混杂控制以及不遵守PH假设的替代解决方案提出了全面建议。
    结论:本研究强调了PSA前后观察性手术研究中PH假设评估的次优报告。在统计方法的基本假设方面需要努力和达成共识。
    BACKGROUND: Comparative studies on surgical treatments with time-to-event endpoints have provided substantial evidence for clinical practice, but the accurate use of survival data analysis and the control of confounding bias remain big challenges.
    METHODS: This was a survey of surgical studies with survival outcomes published in four general medical journals and five general surgical journals in 2021. The two most concerned statistical issues were evaluated, including confounding control by propensity score analysis (PSA) or multivariable analysis and testing of proportional hazards (PH) assumption in Cox model.
    RESULTS: A total of 74 studies were included, comprising 63 observational studies and 11 randomized controlled trials. Among the observational studies, the proportion of studies utilizing PSA in surgical oncology and non-oncology studies was similar (40.9 % versus 36.8 %, P = 0.762). However, the former reported a significantly lower proportion of PH assumption assessments compared to the latter (13.6 % versus 42.1 %, P = 0.020). Twenty-five observational studies (25/63) used PSA methods, but two-thirds of them (17/25) showed unclear balance of baseline data after PSA. And the proportion of PH assumption testing after PSA was slightly lower than that before PSA, but the difference was not statistically significant (24.0 % versus 28.0 %, P = 0.317). Comprehensive suggestions were given on confounding control in survival analysis and alternative resolutions for non-compliance with PH assumption.
    CONCLUSIONS: This study highlights suboptimal reporting of PH assumption evaluation in observational surgical studies both before and after PSA. Efforts and consensus are needed with respect to the underlying assumptions of statistical methods.
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  • 文章类型: Journal Article
    在流行病学和社会科学中,倾向评分方法在使用观察数据估计治疗效果方面很流行,多重插补在处理协变量错误时很受欢迎。然而,如何恰当地使用多重归因进行倾向评分分析尚不完全清楚。本文旨在澄清已提出的方法的一致性(或缺乏一致性),重点关注内部方法(在每个估算数据集中分别估计效果,然后合并多个估计)和跨方法(通常在用于效果估计之前,在估算数据集中平均倾向得分)。我们证明了内部方法是有效的,并且可以与在完整数据设置中一致的任何因果效应估计器一起使用。现有的跨方法是不一致的,但是不同的方法平均估计数据集的逆概率权重对于倾向得分加权是一致的。我们还评论了依赖于估算缺失协变量而不是协变量本身的函数的方法,包括倾向得分和概率权重的估算。基于一致性结果和实际灵活性,我们建议一般使用标准内方法。在整个过程中,我们提供直觉,使结果对广大应用研究人员有意义。
    In epidemiology and social sciences, propensity score methods are popular for estimating treatment effects using observational data, and multiple imputation is popular for handling covariate missingness. However, how to appropriately use multiple imputation for propensity score analysis is not completely clear. This paper aims to bring clarity on the consistency (or lack thereof) of methods that have been proposed, focusing on the within approach (where the effect is estimated separately in each imputed dataset and then the multiple estimates are combined) and the across approach (where typically propensity scores are averaged across imputed datasets before being used for effect estimation). We show that the within method is valid and can be used with any causal effect estimator that is consistent in the full-data setting. Existing across methods are inconsistent, but a different across method that averages the inverse probability weights across imputed datasets is consistent for propensity score weighting. We also comment on methods that rely on imputing a function of the missing covariate rather than the covariate itself, including imputation of the propensity score and of the probability weight. Based on consistency results and practical flexibility, we recommend generally using the standard within method. Throughout, we provide intuition to make the results meaningful to the broad audience of applied researchers.
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  • 文章类型: Journal Article
    英夫利昔单抗抢救急性重度溃疡性结肠炎(ASUC)患者的最佳方案仍存在争议。这项研究旨在比较中国ASUC患者的加速和标准英夫利昔单抗诱导,并探索危险因素和具体加速方案。
    回顾性地收集了在中国7个三级中心接受英夫利昔单抗作为抢救治疗的激素难治性ASUC患者的数据。在接受加速和标准英夫利昔单抗诱导的患者之间,使用针对潜在混杂因素的倾向评分校正,比较了结果,包括结肠切除术和临床缓解率(Mayo评分≤2,第14天时每个子评分≤1)。通过绘制有限的三次样条来探索剂量-反应关系。进行Logistic回归和Cox比例风险回归分析以确定不良结局的危险因素。还进行了系统评价和荟萃分析。
    共分析了76例患者:29例接受标准诱导,47例接受加速诱导。加速组的90天结肠切除率更高(17.8%vs0%,P=0.019)和较低的临床缓解率(27.7%vs65.5%,P=0.001)。在调整倾向评分和机构后,结肠切除术和临床缓解率差异无统计学意义(均P>0.05)。剂量-效应曲线显示,5天内,英夫利昔单抗累积剂量较高,结肠切除术风险降低,在28天内未观察到增加英夫利昔单抗累积剂量的改善。多变量逻辑回归分析显示,英夫利昔单抗开始时C反应蛋白>10mg/L(比值比=5.00,95%置信区间:1.27-24.34)是无临床缓解的独立危险因素。Meta分析也显示3个月时结肠切除率无显著差异(P=0.54)。
    调整混杂因素后,在ASUC患者中,加速和标准英夫利昔单抗诱导的结肠切除术或临床缓解率无显著差异.在5天内早期给予强化剂量可能是有益的。英夫利昔单抗开始时C反应蛋白升高表明需要强化治疗。
    UNASSIGNED: The optimal regimen of infliximab salvage in acute severe ulcerative colitis (ASUC) patients remains controversial. This study aimed to compare accelerated and standard infliximab induction in Chinese ASUC patients, and to explore risk factors and concrete accelerated regimens for them.
    UNASSIGNED: Data were retrospectively collected from steroid-refractory ASUC patients receiving infliximab as rescue therapy at seven tertiary centers across China. Outcomes including colectomy and clinical remission (Mayo score ≤ 2 and every subscore ≤ 1 at Day 14) rates were compared between patients receiving accelerated and standard infliximab induction using propensity score adjustment for potential confounders. The dose-response relationship was explored by plotting restricted cubic splines. Logistic regression and Cox proportional hazards regression analyses were performed to determine risk factors for adverse outcomes. A systematic review and meta-analysis was also performed.
    UNASSIGNED: A total of 76 patients were analysed: 29 received standard and 47 received accelerated induction. The accelerated group had a higher 90-day colectomy rate (17.8% vs 0%, P = 0.019) and lower clinical remission rate (27.7% vs 65.5%, P = 0.001). After adjusting for propensity score and institution, there was no significant difference in colectomy or clinical remission rates (both P > 0.05). Dose-effect curves showed decreased colectomy hazard with higher cumulative infliximab dosage within 5 days, with no improvement observed for increasing cumulative infliximab dosage within 28 days. Multivariate logistic regression analyses revealed C-reactive protein of >10 mg/L at infliximab initiation (odds ratio = 5.00, 95% confidence interval: 1.27-24.34) as an independent risk factor for no clinical remission. Meta-analysis also revealed no significant difference in colectomy rates at 3 months (P = 0.54).
    UNASSIGNED: After adjusting for confounders, there were no significant differences in colectomy or clinical remission rates between accelerated and standard infliximab induction among ASUC patients. Early administration of an intensified dosage within 5 days may be beneficial. Elevated C-reactive protein at infliximab initiation indicated need for intensive treatment.
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  • 文章类型: Journal Article
    背景:我们调查了具有病理高危因素的I期肺腺癌患者辅助治疗的真实世界疗效。
    方法:研究参与者于2016年11月1日和2020年12月31日入组。通过倾向评分匹配来平衡临床偏倚。通过Kaplan-Meier分析比较无病生存(DFS)结果。Cox比例风险回归用于确定生存相关因素。p≤0.05为统计学意义的阈值。
    结果:总共454名患者,其中134人(29.5%)接受了辅助治疗,参加了这项研究。接受辅助治疗的患者中有118例与非治疗患者非常匹配。治疗组的预后结果明显优于非治疗组,PSM后的Kaplan-Meier分析显示。靶向治疗组和化疗组在预防复发或转移方面差异不显著。发现辅助治疗是积极的预后因素,肿瘤大小和实体生长模式均为阴性.
    结论:辅助治疗可显著改善具有高危因素的I期肺腺癌患者的DFS。应该进行更大的前瞻性临床试验来验证我们的发现。
    BACKGROUND: We investigated the real-world efficacy of adjuvant therapy for stage I lung adenocarcinoma patients with pathological high-risk factors.
    METHODS: Study participants were enrolled from November 1, 2016 and December 31, 2020. Clinical bias was balanced by propensity score matching. Disease-free survival (DFS) outcomes were compared by Kaplan-Meier analysis. The Cox proportional hazards regression was used to identify survival-associated factors. p ≤ 0.05 was the threshold for statistical significance.
    RESULTS: A total of 454 patients, among whom 134 (29.5%) underwent adjuvant therapy, were enrolled in this study. One hundred and eighteen of the patients who underwent adjuvant therapy were well matched with non-treatment patients. Prognostic outcomes of the treatment group were significantly better than those of the non-treatment group, as revealed by Kaplan-Meier analysis after PSM. Differences in prevention of recurrence or metastasis between the targeted therapy and chemotherapy groups were insignificant. Adjuvant therapy was found to be positive prognostic factors, tumor size and solid growth patterns were negative.
    CONCLUSIONS: Adjuvant therapy significantly improved the DFS for stage I lung adenocarcinoma patients with high-risk factors. Larger prospective clinical trials should be performed to verify our findings.
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  • 文章类型: Journal Article
    背景:对于II期和III期胃癌患者,辅助化疗是否不同尚不清楚。
    方法:我们回顾性分析了辅助化疗对140和256例II期和III期胃癌患者预后的影响,分别,2008年1月至2018年12月化疗被分层为氟嘧啶加铂与单独的氟嘧啶,含有替吉奥/吉马拉西/辛曲(S-1)的方案与不含S-1的方案相比,和S-1加顺铂与S-1单独。
    结果:患者的中位年龄为67.0(范围24.6-98.8)岁。中位随访时间为105个月,32例(22.9%)和130例(50.8%)II期和III期患者复发,分别。68例(48.6%)和73例(28.5%)患者作为氟嘧啶单药治疗给予辅助化疗,氟嘧啶加铂对9例(6.4%)和104例(40.6%)患者,无63例(45.0%)和79例(30.9%)II期和III期胃癌患者,分别。Doublet化疗与更长的无病生存期(DFS)(26.5vs.15.2个月,P=0.001)和总生存期(OS)(41.2vs.22.0个月,P<0.001)比IIIB-IIIC期疾病的氟嘧啶单一疗法。此外,含S-1的方案延长了DFS(57.4vs.21.9个月,P=0.044)和OS(81.4vs.28.6个月,P=0.023)与III期疾病中不含S-1的化疗相比。
    结论:尽管氟嘧啶单药治疗II-IIIA期疾病是可行的,对于IIIB-IIIC期疾病,双重化疗与单药治疗相比具有更长的生存期显著相关.在III期胃癌中,与不含S-1的化疗相比,含S-1的方案可能导致更长的生存期。
    BACKGROUND: Whether adjuvant chemotherapy should be different for patients with stage II and III gastric cancer is unknown.
    METHODS: We retrospectively analyzed the effects of adjuvant chemotherapy on the outcomes of 140 and 256 patients with stage II and III gastric cancer, respectively, between January 2008 and December 2018. Chemotherapies were stratified as fluoropyrimidine plus platinum versus fluoropyrimidine alone, tegafur/gimeracil/octeracil (S-1)-containing versus non-S-1-containing regimens, and S-1 plus cisplatin versus S-1 alone.
    RESULTS: The median age of patients was 67.0 (range 24.6-98.8) years. With a median follow-up of 105 months, recurrence occurred in 32 (22.9%) and 130 (50.8%) patients with stage II and III disease, respectively. Adjuvant chemotherapy was administered as fluoropyrimidine monotherapy to 68 (48.6%) and 73 (28.5%) patients, fluoropyrimidine plus platinum to 9 (6.4%) and 104 (40.6%) patients, and none to 63 (45.0%) and 79 (30.9%) patients with stage II and III gastric cancer, respectively. Doublet chemotherapy was associated with longer disease-free survival (DFS) (26.5 vs. 15.2 months, P = 0.001) and overall survival (OS) (41.2 vs. 22.0 months, P < 0.001) than fluoropyrimidine monotherapy for stage IIIB-IIIC disease. Furthermore, S-1-containing regimens prolonged DFS (57.4 vs. 21.9 months, P = 0.044) and OS (81.4 vs. 28.6 months, P = 0.023) compared with non-S-1-containing chemotherapy in stage III disease.
    CONCLUSIONS: Although fluoropyrimidine monotherapy is feasible for stage II-IIIA disease, doublet chemotherapy is significantly associated with longer survival than monotherapy for stage IIIB-IIIC disease. S-1-containing regimens might lead to longer survival than non-S-1-containing chemotherapy in stage III gastric cancer.
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  • 文章类型: Journal Article
    近年来,倾向评分分析和多重归因相结合在流行病学研究中一直很突出。然而,关于这种组合中平衡评价的研究是有限的。在本文中,我们提出了一种在多重归集后的倾向得分分析中评估平衡的新方法。进行了一项模拟研究,以评估平衡评估方法的性能(Leyrat's,Leite\'s,和新方法)。模拟场景因对照组或治疗和对照组中缺失数据的存在而有所不同,以及有/无结果的插补模型。Leyrat的方法在所有研究的场景中都更有偏见。Leite方法和组合方法产生的平衡结果具有较低的平均绝对差异,无论结果是否包含在填补模型中.Leyrat's法具有较高的假阳性率,Leite's法和联合法具有较高的特异性和准确性,特别是当结果不包括在插补模型中时。根据仿真结果,大部分时间,Leyrat的方法和Leite的方法在平衡评估上相互矛盾。这种差异可以使用新的组合方法来解决。
    The combination of propensity score analysis and multiple imputation has been prominent in epidemiological research in recent years. However, studies on the evaluation of balance in this combination are limited. In this paper, we propose a new method for assessing balance in propensity score analysis following multiple imputation. A simulation study was conducted to evaluate the performance of balance assessment methods (Leyrat\'s, Leite\'s, and new method). Simulated scenarios varied regarding the presence of missing data in the control or treatment and control group, and the imputation model with/without outcome. Leyrat\'s method was more biased in all the studied scenarios. Leite\'s method and the combine method yielded balanced results with lower mean absolute difference, regardless of whether the outcome was included in the imputation model or not. Leyrat\'s method had a higher false positive ratio and Leite\'s and combine method had higher specificity and accuracy, especially when the outcome was not included in the imputation model. According to simulation results, most of time, Leyrat\'s method and Leite\'s method contradict with each other on appraising the balance. This discrepancy can be solved using new combine method.
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  • 文章类型: Journal Article
    背景:由于治疗选择有限和高死亡率,耐碳青霉烯类肠杆菌(CRE)感染对全球健康构成重大威胁。基于粘菌素的方案已成为一种主要的治疗方法,但粘菌素单药治疗与粘菌素-磷霉素联合治疗的有效性和死亡率结局仍不确定.本研究旨在比较粘菌素单一疗法和粘菌素-磷霉素联合疗法治疗CRE感染的有效性和死亡率。值得注意的是,我们的研究首次对粘菌素单药治疗和粘菌素-磷霉素联合治疗在CRE感染情况下的有效性和死亡率结局进行了全面检查.
    方法:采用2015年至2022年在纳克恩平医院诊断为碳青霉烯类耐药肠杆菌科(CRE)感染患者的数据进行回顾性队列研究。采用反向概率加权(IPW)来创建接受粘菌素单一疗法或粘菌素-磷霉素联合疗法的患者的平衡队列。主要结果指标是治疗有效性,以30天死亡率评估。次要结果指标包括临床反应,治疗结束时的死亡率,和微生物反应。在应用倾向评分加权后使用加权逆概率(IPW)进行单变量和多变量逻辑回归分析。
    结果:共有220名患者被纳入分析,其中67人接受粘菌素单药治疗,153人接受粘菌素-磷霉素联合治疗。使用IPW的倾向评分加权平衡了两组之间的基线特征。治疗的有效性,以30天死亡率衡量,粘菌素单药治疗组和粘菌素-磷霉素联合治疗组之间无显著差异(校正比值比[aOR]=1.51,95%置信区间[CI]:0.60-3.78,p=0.383).同样,两组治疗结束时的死亡率无显著差异(aOR=1.26,95%CI:0.55~2.90,p=0.576).粘菌素单药和磷霉素联合治疗组的临床反应(aOR=1.48,95%CI:0.61-3.59,p=0.383)和微生物反应(aOR=0.66,95%CI:0.18-2.38,p=0.527)相似。
    结论:对220名匹配患者的倾向评分分析显示,粘菌素单药治疗和粘菌素-磷霉素联合治疗对CRE感染的治疗效果和死亡率相当。这些结果表明粘菌素单一疗法可能与联合疗法一样有效。需要更多的前瞻性随机对照试验来证实这些发现并建立最佳的CRE治疗策略。
    BACKGROUND: Carbapenem-resistant Enterobacteriaceae (CRE) infections pose a significant threat to global health due to limited treatment options and high mortality rates. Colistin-based regimens have emerged as a primary treatment approach, but the effectiveness and mortality outcomes of colistin monotherapy versus colistin-fosfomycin combination therapy remain uncertain. This study aims to compare the effectiveness and mortality of colistin monotherapy and colistin-fosfomycin combination therapy for CRE infections. Notably, our study is the first to undertake a comprehensive examination of the effectiveness and mortality outcomes between colistin monotherapy and colistin-fosfomycin combination therapy in the context of CRE infections.
    METHODS: A retrospective cohort study was conducted using data from patients diagnosed with carbapenem-resistant Enterobacteriaceae (CRE) infections at Nakornping Hospital during 2015 to 2022. Inverse probability weighting (IPW) was employed to create balanced cohorts of patients receiving either colistin monotherapy or colistin-fosfomycin combination therapy. The primary outcome measure was treatment effectiveness, assessed by 30-day mortality. Secondary outcome measures included clinical response, mortality at the end of treatment, and microbiologic response. Univariate and multivariate logistic regression analysis were employed after applying propensity score weighting using inverse probability of weighting (IPW).
    RESULTS: A total of 220 patients were included in the analysis, with 67 receiving colistin monotherapy and 153 receiving colistin-fosfomycin combination therapy. Propensity score weighting using IPW balanced the baseline characteristics between the two groups. The effectiveness of treatment, as measured by 30-day mortality, was not significantly different between the colistin monotherapy group and the colistin-fosfomycin combination therapy group (adjusted odds ratio [aOR] = 1.51, 95% confidence interval [CI]: 0.60-3.78, p = 0.383). Similarly, no significant difference was observed in the mortality at the end of treatment between the two groups (aOR = 1.26, 95% CI: 0.55-2.90, p = 0.576). The clinical response (aOR = 1.48, 95% CI: 0.61-3.59, p = 0.383) and microbiologic response (aOR = 0.66, 95% CI: 0.18-2.38, p = 0.527) were similar between the colistin monotherapy and colistin-fosfomycin combination therapy groups.
    CONCLUSIONS: The propensity score analysis among 220 matched patients showed comparable treatment effectiveness and mortality between colistin monotherapy and colistin-fosfomycin combination therapy for CRE infections. These results suggest that colistin monotherapy may be as effective as combination therapy. More prospective randomized controlled trials are needed to confirm these findings and establish optimal CRE treatment strategies.
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  • 文章类型: Journal Article
    METHODS: Retrospective cohort study.
    OBJECTIVE: With the aging of the Japanese population, patients with athetoid cerebral palsy (ACP) are getting older, and the rate of surgery for CSM is increasing in ACP patients. However, postoperative complications of such surgery among adult patients with ACP have not been reported yet. We investigated postoperative complications of surgery for CSM with ACP and compared them with those of surgery for CSM without ACP using a national inpatient database of Japan.
    METHODS: Using the Diagnosis Procedure Combination database, we identified 61382 patients who underwent surgery for CSM from July 2010 to March 2018. We examined patient backgrounds, surgical procedures, and type of hospital, and a 4:1 propensity score matching was performed to compare the outcomes between the non-ACP and ACP groups.
    RESULTS: There were 60 847 patients without ACP and 535 patients with ACP. The mean age was 68.5 years in the non-ACP group and 55 years in the ACP group. The percentages of patients who underwent fusion surgery were 21.6% and 68.8% in the non-ACP and ACP groups, respectively. The 4:1 propensity score matching selected 1858 in the non-ACP group and 465 in the ACP group. The ACP group was more likely to have postoperative urinary tract infection (.4% vs 2.8%, P < .001), postoperative pneumonia (.4% vs 2.4%, P < .001), and 90-day readmission for reoperation (1.9% vs 4.3%, P = .003).
    CONCLUSIONS: We found that ACP patients were more vulnerable to postoperative complications and reoperation after CSM than non-ACP patients.
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  • 文章类型: Journal Article
    目的:探讨急性冠脉综合征心源性休克(ACS-CS)患者经皮冠状动脉造影(PCI)后心电图(ECG)改变对预后的影响。
    背景:ACS-CS患者的ST段抬高型心肌梗死(STEMI)和非STEMI等初始心电图改变对预后的影响尚不清楚。
    方法:我们分析了2014年至2020年在维多利亚州心脏结果登记处登记的连续ACS-CS患者的数据。使用治疗加权分析的逆概率(IPTW)来评估ECG变化对30天死亡率的影响。
    结果:在接受PCI的1564例ACS-CS患者中,有161例非STEMI,1403例有STEMI。平均年龄66±13岁,74%(1152)为男性。与STEMI相比,非STEMI患者年龄较大(70±12vs65±13岁),糖尿病发病率较高(34%vs21%),既往冠状动脉旁路移植手术(14%vs3.3%),外周动脉疾病(10.6%vs4.1%,p<0.01),和较低的基线eGFR(53.8[37.1,75.4]对65.3[46.3,87.8]ml/min/1.73m2),所有p≤0.01。非STEMI患者更可能有罪犯左回旋动脉(29%比20%),更经常接受多支血管经皮冠状动脉介入治疗(30%比20%),但院外心脏骤停的发生率较低(21%比39%),所有p≤0.01。IPTW的倾向评分分析证实,非STEMI心电图与30天全因死亡率的较低几率相关(OR0.47[0.32,0.69],p<0.001),和30天主要不良心脑血管事件(OR0.48[0.33,0.70])。
    结论:在接受PCI的患者中,与指标心电图上的STEMI相比,非STEMI与30天死亡率和30天MACCE的相对风险的大约一半相关,并且可能是纳入ACS-CS风险评分的有用变量。
    OBJECTIVE: To determine the influence of presenting electrocardiographic (ECG) changes on prognosis in acute coronary syndrome cardiogenic shock (ACS-CS) patients undergoing percutaneous coronary angiography (PCI).
    BACKGROUND: The effect of initial ECG changes such as ST-elevation myocardial infarction (STEMI) versus non-STEMI among patients ACS-CS on prognosis remains unclear.
    METHODS: We analysed data from consecutive patients with ACS-CS enrolled in the Victorian Cardiac Outcomes registry between 2014 and 2020. Inverse probability of treatment weighting analysis (IPTW) was used to assess the effect of ECG changes on 30-day mortality.
    RESULTS: Of 1564 patients with ACS-CS who underwent PCI, 161 had non-STEMI and 1403 had STEMI on ECG. The mean age was 66 ± 13 years, and 74 % (1152) were males. Patients with non-STEMI compared to STEMI were older (70 ± 12 vs 65 ± 13 years), had higher rates of diabetes (34 % vs 21 %), prior coronary artery bypass graft surgery (14 % vs 3.3 %), peripheral arterial disease (10.6 % vs 4.1 %, p < 0.01), and lower baseline eGFR (53.8 [37.1, 75.4] vs 65.3 [46.3, 87.8] ml/min/1.73m2), all p ≤ 0.01. Non-STEMI patients were more likely to have a culprit left circumflex artery (29 % vs 20 %) and more often underwent multivessel percutaneous coronary intervention (30 % vs 20 %) but had lower rates of out-of-hospital cardiac arrest (21 % vs 39 %), all p ≤ 0.01. Propensity score analysis with IPTW confirmed that non-STEMI ECG was associated with lower odds for 30-day all-cause mortality (OR 0.47 [0.32, 0.69], p < 0.001), and 30-day major adverse cardiovascular and cerebrovascular events (OR 0.48 [0.33, 0.70]).
    CONCLUSIONS: In patients undergoing PCI, Non-STEMI as compared to STEMI on index ECG was associated with approximately half the relative risk of both 30-day mortality and 30-day MACCE and could be a useful variable to integrate in ACS-CS risk scores.
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  • 文章类型: Journal Article
    营养不足与抗结核(TB)治疗反应和结核病治疗结果之间的因果关系研究不足。
    为了评估坎帕拉的再治疗药物敏感型结核病患者中营养不足对治疗成功和痰涂片转换的影响,乌干达。
    我们在2012年至2022年在坎帕拉接受治疗的年龄≥15岁的再治疗药物易感结核病患者中使用倾向评分加权进行了一项准实验研究。主要暴露是在结核病诊断时使用中上臂围评估的营养不足。主要结果是治疗成功,定义为6个月时治愈或治疗完成。痰涂片转换是次要结果,并在第2、5和6个月时测量痰涂片状态从阳性到阴性的变化。我们使用具有稳健误差方差的倾向评分加权修正泊松回归模型估计营养不足对结局的因果影响。
    在605名参与者中,432(71.4%)为男性,215人(35.5%)年龄在25-34岁之间,427例(70.6%)有细菌学证实的肺结核,133例(22.0%)营养不良,398例(65.8%)治疗成功。在细菌学证实为肺结核的参与者中,232(59.0%),327(59.3%),分别在第2、5和6个月时,有360例(97.6%)实现了痰涂片转换。营养不良降低了治疗成功率(RR0.42,95%CI0.32-0.55)以及第2个月(RR0.45,95%CI0.42-0.49)和第5个月(RR0.46,95%CI0.43-0.51)的痰涂片转换,但不是第6个月(RR0.99,95%CI0.97-1.02)。
    营养不良会对治疗结果产生负面影响。因此,营养评估应该是结核病护理的一个组成部分,向营养不良者提供营养咨询和支持,以优化他们的结核病治疗反应和结局。
    UNASSIGNED: The causal relationship between undernutrition and response to anti-tuberculosis (TB) treatment and TB treatment outcomes among people with retreatment TB is understudied.
    UNASSIGNED: To evaluate the effect of undernutrition on treatment success and sputum smear conversion among people with retreatment drug-susceptible TB in Kampala, Uganda.
    UNASSIGNED: We conducted a quasi-experimental study utilizing propensity score weighting among people with retreatment drug-susceptible TB aged ≥ 15 years treated between 2012 and 2022 in Kampala. The primary exposure was undernutrition assessed using the mid-upper arm circumference at the time of TB diagnosis. The primary outcome was treatment success defined as cure or treatment completion at month 6. Sputum smear conversion was the secondary outcome and was measured as a change in sputum smear status from positive to negative at months 2, 5, and 6. We estimated the causal effect of undernutrition on the outcomes using a propensity-score weighted modified Poisson regression model with robust error variance.
    UNASSIGNED: Of the 605 participants, 432 (71.4 %) were male, 215 (35.5 %) were aged 25-34 years, 427 (70.6 %) had bacteriologically confirmed pulmonary TB, 133 (22.0 %) were undernourished and 398 (65.8 %) achieved treatment success. Of participants with bacteriologically confirmed pulmonary TB, 232 (59.0 %), 327 (59.3 %), and 360 (97.6 %) achieved sputum smear conversion at months 2, 5, and 6, respectively. Undernutrition reduced treatment success (RR 0.42, 95 % CI 0.32-0.55) as well as sputum smear conversion at months 2 (RR 0.45, 95 % CI 0.42-0.49) and 5 (RR 0.46, 95 % CI 0.43-0.51) but not month 6 (RR 0.99, 95 % CI 0.97-1.02).
    UNASSIGNED: Undernutrition negatively impacts treatment outcomes. Therefore, nutritional assessment should be an integral component of TB care, with nutritional counseling and support offered to those undernourished to optimize their TB treatment response and outcomes.
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