CIF, cumulative incidence function

  • 文章类型: Journal Article
    目前,中风风险被估计为心血管疾病(CVD)复合风险的一部分。我们调查了复合CVD风险预测工具QRISK3和集合队列方程-PCE,来自中年人,与卒中特异性弗雷明汉卒中风险概况-FSRP和QStroke一样好,可以捕获老年人卒中的真实风险。在英国区域心脏研究的男性(60-79y)中进行了10y卒中结局的外部验证。在单独的验证样本(FSRPn=3762,QStroken=3376,QRISK3n=2669和PCEn=3047)中评估歧视和校准,并/不调整竞争风险。使用观察到的和临床推荐的阈值检查敏感性/特异性。FSRP的性能,QStroke和QRISK3在2441名没有心血管疾病的男性中进行了头对头的比较,包括跨年龄组。观察到的10y风险(/1000PY)范围为6.8(硬性中风)至11(中风/短暂性脑缺血发作)。所有工具歧视都很弱,C指数0.63-0.66。FSRP和QStroke在更高的预测概率下高估了风险。QRISK3和PCE总体上显示出合理的校准,在整个风险范围内略有错误估计。在调整竞争性非中风死亡后,性能恶化。然而,在没有心血管疾病的男性中,QRISK3显示出相对更好的中风事件校准,即使在对竞争性死亡进行调整之后,包括最年长的男人。使用观察到的风险作为截止值,所有工具均显示出相似的灵敏度(63-73%)和特异性(52-54%)。当使用CVD预防阈值评估QRISK3和PCE时,对卒中事件的敏感性为99%,97%的假阳性率提示现有的干预阈值可能需要重新检查以反映年龄相关的卒中负担.
    Stroke risk is currently estimated as part of the composite risk of cardiovascular disease (CVD). We investigated if composite-CVD risk prediction tools QRISK3 and Pooled Cohort Equations-PCE, derived from middle-aged adults, are as good as stroke-specific Framingham Stroke Risk Profile-FSRP and QStroke for capturing the true risk of stroke in older adults. External validation for 10y stroke outcomes was performed in men (60-79y) of the British Regional Heart Study. Discrimination and calibration were assessed in separate validation samples (FSRP n = 3762, QStroke n = 3376, QRISK3 n = 2669 and PCE n = 3047) with/without adjustment for competing risks. Sensitivity/specificity were examined using observed and clinically recommended thresholds. Performance of FSRP, QStroke and QRISK3 was further compared head-to-head in 2441 men free of a range of CVD, including across age-groups. Observed 10y risk (/1000PY) ranged from 6.8 (hard strokes) to 11 (strokes/transient ischemic attacks). All tools discriminated weakly, C-indices 0.63-0.66. FSRP and QStroke overestimated risk at higher predicted probabilities. QRISK3 and PCE showed reasonable calibration overall with minor mis-estimations across the risk range. Performance worsened on adjusting for competing non-stroke deaths. However, in men without CVD, QRISK3 displayed relatively better calibration for stroke events, even after adjustment for competing deaths, including in oldest men. All tools displayed similar sensitivity (63-73 %) and specificity (52-54 %) using observed risks as cut-offs. When QRISK3 and PCE were evaluated using thresholds for CVD prevention, sensitivity for stroke events was 99 %, with false positive rate 97 % suggesting existing intervention thresholds may need to be re-examined to reflect age-related stroke burden.
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  • 文章类型: Journal Article
    心血管肿瘤研究通常需要考虑潜在的竞争风险,作为其他事件的发生(例如,癌症相关死亡)可能会排除主要的关注事件(例如,心血管结果)。然而,进行竞争风险分析的决定并不总是简单的,即使被认为是必要的,对于适当选择分析方法来解决竞争风险存在误解。鼓励R研究人员在研究设计阶段考虑竞争风险,并提供评估工具,以指导基于研究目标的分析方法决策。现有的竞争风险分析统计方法,包括累积发病率估计和回归模型也进行了审查。心血管肿瘤学特有的例子用于说明这些概念,并突出潜在的陷阱和误解。还为这些分析提供了R代码。
    Cardio-oncology research studies often require consideration of potential competing risks, as the occurrence of other events (eg, cancer-related death) may preclude the primary event of interest (eg, cardiovascular outcome). However, the decision to conduct competing risks analysis is not always straightforward, and even when deemed necessary, misconceptions exist about the appropriate choice of analytical methods to address the competing risks. R researchers are encouraged to consider competing risks at the study design stage and are provided provide an assessment tool to guide decisions on analytical approach on the basis of study objectives. The existing statistical methods for competing risks analysis, including cumulative incidence estimations and regression modeling are also reviewed. Cardio-oncology-specific examples are used to illustrate these concepts and highlight potential pitfalls and misinterpretations. R code is also provided for these analyses.
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  • 文章类型: Journal Article
    UNASSIGNED: Significantly worse survival has been reported in patients with hepatopulmonary syndrome (HPS) and partial pressure of arterial oxygen (PaO2) <45 mmHg undergoing liver transplantation. Long-term pre- and post-transplant outcomes based on degree of hypoxaemia were re-examined.
    UNASSIGNED: A retrospective analysis of 1,152 HPS candidates listed with an approved HPS model for end-stage liver disease (MELD) exception was performed. A Fine and Gray competing risks model was utilised to evaluate pre-transplant outcomes for PaO2 thresholds of <45, 45 to <60, and ≥60 mmHg. Post-transplant survival was analysed using the Kaplan-Meier method.
    UNASSIGNED: Patients with a PaO2 <45 mmHg were significantly more likely to undergo transplantation (hazard ratio [HR] 1.51; 95% CI 1.12-2.03), whereas patients with higher MELD scores had lower hazard of transplant (HR 0.80, 95% CI 0.67-0.95, p = 0.011) and higher hazard of pre-transplant death (HR 2.29, 95% CI 1.55-3.37, p <0.001). Post-transplantation, patients with a PaO2 <45 mmHg had lower survival (p = 0.04) compared with patients with a PaO2 ≥45 to <50 mmHg, with survival curves significantly different at 2.6 years (75% survival compared with 86%) and median survival of 11.5 and 14.1 years, respectively. Cardiac arrest was a more likely (p = 0.025) cause of death for these patients. Cardiac arrest incidence in patients who died with a PaO2 >50 mmHg was 6.2%.
    UNASSIGNED: Patients with a PaO2 <45 mmHg had a significantly higher rate of transplantation, and higher calculated MELD scores were associated with significantly higher pre-transplant mortality. Although post-transplant survival was lower in patients with a PaO2 <45 mmHg, the median survival was 11.5 years, and survival curves only became significantly different at 2.6 years. This suggests that patients with HPS do benefit from transplantation up to 2-3 years post-transplant regardless of the severity of pre-transplant hypoxaemia.
    UNASSIGNED: A total of 1,152 patients with hepatopulmonary syndrome listed for liver transplant were analysed. Patients with a low PaO2 <45 mmHg had a high likelihood of transplantation. If associated with advanced liver disease, the mortality risk was higher for patients with hepatopulmonary syndrome on the wait list. After liver transplantation, patients with a PaO2 <45 mmHg had a lower survival, but this only became significant after 2.6 years, and the median survival was 11.5 years. This suggests that patients with hepatopulmonary syndrome do benefit from transplantation.
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  • 文章类型: Journal Article
    冰岛肝硬化的发病率是世界上最低的,每10万居民中只有3例。从1980年到2016年,冰岛的酒精消费量几乎翻了一番。肥胖也有所上升,丙型肝炎病毒在冰岛注射毒品的人群中传播。这项研究的目的是评估这些危险因素对冰岛肝硬化发病率和病因的影响。
    该研究包括2010-2015年首次诊断为肝硬化的所有患者。诊断基于肝组织学或4个标准中的2个:影像学上的肝硬化,腹水,静脉曲张,和/或升高的INR。
    总的来说,157名患者被确诊,105名(67%)男性,平均年龄61岁。总发病率为每年每10万居民9.7例。酒精是48/157(31%)中唯一的根本原因,非酒精性脂肪性肝病(NAFLD)34/157(22%),23/157(15%)的酒精和丙型肝炎是最常见的原因。只有6%的患者有不明原因的肝硬化。诊断后,终末期肝病模型评分中位数为11(IQR8-15),53%是Child-PughA级,而61(39%)有腹水,11%脑病,和8%的静脉曲张出血.总之,25%的死亡来自HCC,25%来自肝功能衰竭。
    冰岛的肝硬化发病率大幅增加与饮酒增加有关,肥胖,和丙型肝炎在高比例的NAFLD是病因,很少有不明原因的肝硬化。死亡率最高的是HCC。
    在一项来自冰岛的全国性人口研究中,包括在5年内诊断为肝硬化的所有患者,我们发现,与20年前的研究相比,新发病例的发生率增加了3倍.增加是由于酒精消费增加,糖尿病和肥胖症的流行,和丙型肝炎病毒感染。此外,我们发现经过彻底的调查,在94%的患者中可以发现肝硬化的具体原因。肝硬化患者经常死于肝癌和其他与肝脏疾病相关的并发症。
    UNASSIGNED: The incidence of cirrhosis in Iceland has been the lowest in the world with only 3 cases per 100,000 inhabitants. Alcohol consumption has almost doubled in Iceland from 1980 to 2016. Obesity has also risen and hepatitis C virus has spread among people who inject drugs in Iceland. The aim of this study was to evaluate the effects of these risk factors on the incidence and aetiology of cirrhosis in Iceland.
    UNASSIGNED: The study included all patients diagnosed with cirrhosis for the first time during 2010-2015. Diagnosis was based on liver histology or 2 of 4 criteria: cirrhosis on imaging, ascites, varices, and/or elevated INR.
    UNASSIGNED: Overall, 157 patients were diagnosed, 105 (67%) males, mean age 61 years. The overall incidence was 9.7 cases per 100,000 inhabitants annually. Alcohol was the only underlying cause in 48/157 (31%), non-alcoholic fatty liver disease (NAFLD) in 34/157(22%), and alcohol and hepatitis C together in 23/157(15%) were the most common causes. Only 6% of patients had an unknown cause of cirrhosis. Upon diagnosis, the median model for end-stage liver disease score was 11 (IQR 8-15), 53% were of Child-Pugh class A whereas 61 (39%) had ascites, 11% encephalopathy, and 8% variceal bleeding. In all, 25% of deaths were from HCC and 25% from liver failure.
    UNASSIGNED: A major increase in incidence of cirrhosis has occurred in Iceland associated with increases in alcohol consumption, obesity, and hepatitis C. In a high proportion NAFLD was the aetiology and very few had unknown cause of cirrhosis. The highest death rate was from HCC.
    UNASSIGNED: In a nationwide population-based study from Iceland, including all patients diagnosed with cirrhosis of the liver over a period of 5 years, we found the incidence of new cases had increased 3-fold compared with a previous study 20 years ago. The increase is attributable to increased alcohol consumption, an epidemic of diabetes and obesity, and infection with the hepatitis C virus. Furthermore, we found that with thorough investigations, a specific cause for cirrhosis could be found in 94% of patients. Patients with cirrhosis frequently die of liver cancer and other complications related to their liver disease.
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