Charlson Comorbidity Index

Charlson 合并症指数
  • 文章类型: Journal Article
    背景:关于年龄和合并症对无引线起搏器(LPM)患者预后影响的知识有限。
    目的:根据年龄和合并症分析LPM患者的预后。
    方法:这个瑞士人,多中心,回顾性分析包括2015年至2022年间所有LPM植入患者.确定Charlson合并症指数(CCI),并将患者分为低合并症(CCI≤5)和高合并症(CCI>5)组。围手术期并发症,在医院死亡,并评估了所有原因的死亡率。最后,将三组(CCI≤3,4-5,>5)的全因死亡率与一般瑞士人群的年龄和性别调整死亡率进行比较.
    结果:863例患者(中位年龄81岁,65%男性,包括CCI>5)的42%。围手术期/长期并发症发生率在低与高共病组(2.6%与1.7%,p=0.48和1.2%与2.8%,分别为p=0.12)。住院(3.6%与0.6%,p=0.002)和全因死亡率(HR2.9,95CI2.2-3.8,p<0.001)在高共病组中明显更高,导致三年死亡率为58%(95CI51-65%)。低共病组为22%(95CI17-27%)。在CCI≤3的患者中,全因死亡率与一般瑞士人群的年龄和性别调整死亡率相当。
    结论:在高合并症的老年患者中,LPM植入与围手术期/长期并发症的增加无关。CCI≤3的LPM患者的全因死亡率与一般瑞士人群的年龄和性别调整死亡率相当。尽管由于竞争的风险因素,三年死亡率相对较高,LPM植入是安全的,即使是高同病的老年患者。
    结论:在这个瑞士人中,多中心,回顾性队列分析,纳入863例植入无引线起搏器的患者,并将其分为高合并症(CCI>5)和低合并症(CCI≤5)组。在植入结果和围手术期或长期并发症方面,组间没有差异。此外,CCI≤3患者随访期间的全因死亡率与一般瑞士人群中年龄和性别校正死亡率相当.这些数据表明LPM植入是一种安全的手术,即使是高同病的老年患者。
    BACKGROUND: Knowledge about impact of age and comorbidities on outcome in patients with leadless pacemakers (LPM) is limited.
    OBJECTIVE: To analyse outcome in LPM patients according to age and comorbidities.
    METHODS: This Swiss, multi-centre, retrospective analysis includes all patients with LPM implanted between 2015 and 2022. Charlson-Comorbidity-Index (CCI) was determined and patients were divided into a low- (CCI ≤ 5) and high- comorbidity (CCI > 5) group. Peri-procedural complications, in-hospital death, and all-cause mortalities were assessed. Finally, all-cause mortality according to three groups (CCI ≤ 3, 4-5, >5) was compared to age and sex-adjusted mortality in the general Swiss population.
    RESULTS: 863 patients (median age 81 years, 65% male, 42% with CCI > 5) were included. Peri-procedural/long-term complication rates did not differ between the low- vs. high-comorbidity groups (2.6% vs. 1.7%, p = 0.48 and 1.2% vs. 2.8%, p = 0.12, respectively). In-hospital (3.6% vs. 0.6%, p = 0.002) and all-cause mortality (HR 2.9, 95%CI 2.2-3.8, p < 0.001) were significantly higher in the high-comorbidity group resulting in a three-year mortality of 58% (95%CI 51-65%) vs. 22% (95%CI 17-27%) in the low-comorbidity group. In patients with a CCI ≤ 3, all-cause mortality was comparable to the age- and sex-adjusted mortality of the general Swiss population.
    CONCLUSIONS: In elderly patients with high comorbidity, LPM implantation was not associated with increased peri-procedural/long-term complications. All-cause mortality in LPM patients with a CCI ≤ 3 was comparable to age- and sex-adjusted mortality in the general Swiss population. Despite a relatively high three-year mortality due to competing risk factors, LPM implantation is safe, even in elderly patients with high comorbidity.
    CONCLUSIONS: In this Swiss, multi-centre, retrospective cohort analysis, 863 patients implanted with a leadless pacemaker were included and divided into a high-comorbidity (with a CCI > 5) and low-comorbidity (with a CCI ≤ 5) group. There was no between group difference in terms of implantation outcomes and peri-operative or long-term complications. Furthermore, all-cause mortality during follow-up in patients with a CCI ≤ 3 was comparable to age- and sex-adjusted mortality in the general Swiss population. These data indicate that LPM implantation is a safe procedure, even in elderly patients with high comorbidity.
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  • 文章类型: Journal Article
    目的:目前关于系统性硬化症(SSc)中合并症的作用的知识有限。因此,本研究的目的是评估系统性硬化症早发性评估(SPRING)注册中合并症的患病率及其对疾病活动性和预后的影响.
    方法:来自SPRING注册表的SSc患者,符合ACR/EULAR2013分类标准,纳入了基线合并症的完整数据.Charlson合并症指数(CCI)用于量化总体合并症负担。使用修订的EUSTAR活动指数(AI)计算疾病活动。用多元回归模型检验了SSc特征对CCI的影响,CCI对SSc疾病活动性和死亡率的影响。
    结果:在1910名SSc患者中,67.3%的患者在基线时至少有一种合并症。最常见的合并症是全身性动脉高血压(23.7%),骨质疏松症(12.9%)和血脂异常(11%)。CCI评分平均值为2.0±1.8。当根据CCI水平的增加对患者进行分组时,可以观察到SSc相关临床特征的分布明显分离。在900多名有随访的患者中,未观察到基线CCI与疾病活动性变化之间的关联.相反,随时间推移的死亡风险由CCI和AI独立预测.
    结论:合并症和疾病活动性独立影响SSc患者的预后。这表明合并症的管理,随着疾病活动的减少,是提高患者生存率的基础。
    OBJECTIVE: The current knowledge about the role of comorbidities in systemic sclerosis (SSc) is limited. Therefore, the aim of this study was to evaluate the prevalence of comorbidities and their impact on disease activity and prognosis in the Systemic sclerosis PRogression INvestiGation (SPRING) registry.
    METHODS: SSc patients from the SPRING registry, fulfilling the ACR/EULAR 2013 classification criteria, with complete data on baseline comorbidities were enrolled. The Charlson comorbidity index (CCI) was used to quantify the overall comorbidity burden. The disease activity was calculated using the revised EUSTAR activity index (AI). The impact of SSc features on CCI, the effect of CCI on SSc disease activity and mortality were tested with multivariable regression models.
    RESULTS: Among 1910 SSc patients enrolled, 67.3 % had at least one comorbidity at baseline. The most frequent comorbidities were systemic arterial hypertension (23.7 %), osteoporosis (12.9 %) and dyslipidemia (11 %). The mean value of CCI score was 2.0 ± 1.8. When patients were grouped according to increasing levels of CCI, a clear separation in the distribution of SSc-related clinical features could be observed. Among over 900 patients with available follow-up, no association between baseline CCI and changes in disease activity was observed. Conversely, the risk of death over time was independently predicted by both CCI and AI.
    CONCLUSIONS: Comorbidities and disease activity independently impact on the prognosis of SSc patients. This suggests that the management of comorbidities, together with the reduction of disease activity, is fundamental to improve patient survival.
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  • 文章类型: Journal Article
    本研究使用全面的国家外科数据库评估了肱骨近端骨折的骨水泥和非骨水泥反向肩关节置换术(RSA)的国家趋势。本研究旨在将RSA用于肱骨近端骨折的治疗与文献进行比较,并确定该国的趋势。
    使用2016年至2022年因肱骨近端骨折接受RSA治疗的18岁以上个体的健康记录进行了横断面研究。患者分为胶结和未胶结组,和人口统计数据(年龄,sex),住院时间,输血,修订,死亡率,并对Charlson合并症指数(CCI)评分进行分析。
    共审查了618个胶结RSA和1,364个未胶结RSA程序。接受骨水泥RSA的患者明显比没有骨水泥RSA的患者年龄大(p=0.002)。骨水泥RSA组的输血率较高(p=0.006)。翻修手术的频率为6.1%。年轻年龄和男性性别与修订相关(p<0.001)。输血患者的CCI评分高于未输血患者(p<0.001)。2016年和2022年胶结RSA的发病率分别为11.7%和49%。在医院类型和地理区域之间发现了差异。
    虽然骨水泥RSA近年来在肱骨近端骨折中的应用越来越多,未加固的RSA仍然占主导地位。这两种方法之间的选择在很大程度上受地区和医院层面因素的影响。发现RSA的类型和高CCI评分对手术翻修的风险没有显着影响。
    UNASSIGNED: This study evaluated national trends in cemented and uncemented reverse shoulder arthroplasty (RSA) for proximal humerus fractures using a comprehensive national surgical database. This study aimed to compare RSA used in the treatment of proximal humerus fractures with the literature and to determine the country\'s trend.
    UNASSIGNED: A cross-sectional study was conducted using the health records of individuals aged ≥ 18 years who underwent RSA for proximal humerus fractures between 2016 and 2022. Patients were divided into cemented and uncemented groups, and demographic data (age, sex), duration of hospital stay, transfusions, revisions, mortality, and Charlson Comorbidity Index (CCI) scores were analyzed.
    UNASSIGNED: A total of 618 cemented RSA and 1,364 uncemented RSA procedures were reviewed. Patients who underwent cemented RSA were significantly older than those who had uncemented RSA (p = 0.002). Transfusion rates were higher in the cemented RSA group (p = 0.006). The frequency of revision surgery was 6.1%. Younger age and male sex were associated with revision (p < 0.001). CCI scores were higher among transfused patients than non-transfused patients (p < 0.001). The incidence of cemented RSA was 11.7% and 49% in 2016 and 2022, respectively. Differences were found among hospital types and geographical regions.
    UNASSIGNED: While cemented RSA has been gaining attention and increased application in recent years for proximal humerus fractures, uncemented RSA still predominates. The choice between these 2 methods is largely influenced by regional and hospital-level factors. The type of RSA and high CCI scores were found to have no significant impact on the risk of surgical revision.
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  • 文章类型: Journal Article
    背景:Charlson合并症指数(CCI)被广泛用于非心脏手术患者的风险分层,然而,它尚未在接受心脏手术的患者中得到广泛验证。我们的目的是评估其预测升主动脉手术合并二尖瓣介入的早期和晚期结果的能力。
    方法:回顾了1997年至2022年接受手术的患者。根据索引手术时的临床状态计算年龄调整后的CCI评分。主要终点为全因死亡率,而次要终点为主要不良事件(MAE),包括合并围手术期死亡率。透析,心肌梗塞,和中风,除了个别结果和恢复出血和气管造口术。卡方检验,Logistic和Cox回归分析,使用Kaplan-Meier曲线。使用最大选择的等级统计来确定晚期死亡率的CCI的最佳截止值。
    结果:186名患者(中位年龄65[四分位距(IQR):54-76],69%为男性)纳入研究,中位CCI为4[IQR:3-6]。5年和10年总生存率分别为95.9%和67.1%vs59.7%,CCI≤5和>5的19.9%(P<0.001)。在多元Cox回归分析中,更高的CCI(HR1.60[1.17;2.18],P=0.00),和较低的EF(HR0.89[0.83;0.96],P=0.002)与晚期死亡率相关。最近一年的手术死亡率有降低的趋势(HR0.91[0.83;1.01],P=0.070))。CCI>5的患者围手术期MAE较高(11.0%vs2.1%,P=0.017),CCI>5时,术后气管切开术和CVA的需求有更高的趋势(P=0.055)。Logistic回归显示,较高的CCI作为连续变量,与显著较高的MAE几率相关,术后透析,需要气管造口术.
    结论:CCI可能是预测在升主动脉手术同时进行二尖瓣介入治疗的患者预后的有用工具。
    BACKGROUND: The Charlson Comorbidity Index (CCI) is widely utilized for risk stratification for non-cardiac surgical patients, yet it has not been broadly validated in patients undergoing cardiac surgery. We aim to assess its ability to predict early and late outcomes of concomitant mitral valve intervention with ascending aortic surgery.
    METHODS: Patients who underwent surgery between 1997 and 2022 were reviewed. Age-adjusted CCI scores were calculated based on clinical status at a time of index operation. The primary endpoint was all causes mortality while secondary outcomes were major adverse events (MAE) that included combined perioperative mortality, dialysis, myocardial infarction, and stroke in addition to the individual outcomes and take back for bleeding and tracheostomy. Chi-square test, Logistic and Cox regression analysis, and Kaplan-Meier curves were used. Maximally selected rank statistics were used to identify best cutoff of CCI for late mortality.
    RESULTS: 186 patients (median age 65 [interquartile range (IQR): 54-76] and 69% males) were included with a median CCI of 4 [IQR: 3-6]. Five and ten-years overall survival were 95.9% and 67.1% vs 59.7%, and 19.9% in CCI ≤ 5 vs >5 (P < 0.001). On multivariate Cox regression analysis, higher CCI (HR 1.60 [1.17;2.18], P = 0.00), and lower EF (HR 0.89 [0.83;0.96], P = 0.002) were associated with late mortality. There was a trend to lower mortality in recent surgery years (HR 0.91 [0.83;1.01], P = 0.070)). Perioperative MAE was higher in CCI >5 (11.0% vs 2.1%, P = 0.017), and postoperative need for tracheostomy and CVA had a trend to be higher in CCI > 5 (P = 0.055). Logistic regression revealed that higher CCI, as a continuous variable, was associated with significantly higher odds of MAE, postoperative dialysis, and need for tracheostomy.
    CONCLUSIONS: The CCI can be a helpful tool in predicting outcomes of patients undergoing concomitant mitral valve intervention with ascending aortic surgery.
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  • 文章类型: Journal Article
    慢性阻塞性肺疾病(COPD)患者特别容易受到呼吸道感染,如流感,这加剧了症状并增加了医疗保健利用率。虽然戒烟和接种流感疫苗是建议的预防措施,它们对医疗资源利用的综合影响未得到充分探索。Charlson合并症指数(CCI)评估COPD患者的合并症负担,并可能影响医疗结果。我们对357例COPD患者进行了回顾性分析,评估戒烟成功超过一年和接种流感疫苗,通过CCI评分对患者进行分层。医疗保健利用结果包括急诊室就诊,住院治疗,和医疗费用。结果显示,51.82%的患者戒烟,59.66%的患者接种流感疫苗,在COPD晚期阶段,合并症患病率较高(p=0.002)。戒烟和流感疫苗接种与急诊室就诊次数的减少独立相关。入院,days,和成本。戒烟和接受流感疫苗接种的患者的医疗保健利用率最低。总之,戒烟和接种流感疫苗会显著降低COPD患者的医疗资源利用率,随着组合产生协同效益,特别是那些CCI分数较低的人。在COPD策略中整合这些干预措施和合并症管理对于优化患者预后和医疗保健效率至关重要。
    Chronic obstructive pulmonary disease (COPD) patients are particularly susceptible to respiratory infections like influenza, which exacerbate symptoms and increase healthcare utilization. While smoking cessation and influenza vaccination are recommended preventive measures, their combined impact on healthcare resource utilization is underexplored. The Charlson Comorbidity Index (CCI) assesses comorbidity burden in COPD patients and may influence healthcare outcomes. We conducted a retrospective analysis of 357 COPD patients, evaluating smoking cessation success over one year and influenza vaccination receipt, stratifying patients by CCI scores. Healthcare utilization outcomes included emergency room visits, hospitalizations, and medical expenses. Results showed that 51.82% of patients quit smoking and 59.66% received influenza vaccination, with higher comorbidity prevalence in advanced COPD stages (p = 0.002). Both smoking cessation and influenza vaccination independently correlated with decreased emergency room visits, hospital admissions, days, and costs. Patients who both quit smoking and received influenza vaccination exhibited the lowest healthcare utilization rates. In conclusion, smoking cessation and influenza vaccination significantly reduce healthcare resource utilization in COPD patients, with the combination yielding synergistic benefits, particularly in those with lower CCI scores. Integrating these interventions and comorbidity management in COPD strategies is essential for optimizing patient outcomes and healthcare efficiency.
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  • 文章类型: Journal Article
    根治性膀胱切除术(RC)仍然是非转移性肌肉浸润性和BCG无反应性膀胱癌的主要手术治疗方法。各种围手术期评分工具评估共病负担,并发症风险,和癌症特异性死亡率(CSM)风险。我们调查了这些评分在2015年至2021年接受RC的患者中的预后价值。Cox比例风险用于生存分析。使用一致性指数(C指数)和曲线下面积评估风险模型的准确性。在215名纳入的RC患者中,63人(29.3%)死亡,包括53例(24.7%)癌症特异性死亡,中位随访时间为39个月。AJCC系统,眼镜蛇得分,和Charlson合并症指数(CCI)预测的CSM精度较低(C指数:0.66,0.65;0.59,分别)。多变量Cox回归将AJCC系统和CCI>5确定为重要的CSM预测因子。其他因素包括淋巴结清扫的程度,组织学,吸烟,伴发S的存在,中性粒细胞与淋巴细胞的比率,模型精度较高(C指数:0.80)。使用Bootstrap样本对模型的内部验证显示出其0.06的轻微乐观。总之,AJCC分期系统在CSM预测中的准确性较低,可以通过纳入其他病理数据来提高,CCI、吸烟史和炎症指标。
    Radical cystectomy (RC) remains a mainstay surgical treatment for non-metastatic muscle-invasive and BCG-unresponsive bladder cancer. Various perioperative scoring tools assess comorbidity burden, complication risks, and cancer-specific mortality (CSM) risk. We investigated the prognostic value of these scores in patients who underwent RC between 2015 and 2021. Cox proportional hazards were used in survival analyses. Risk models\' accuracy was assessed with the concordance index (C-index) and area under the curve. Among 215 included RC patients, 63 (29.3%) died, including 53 (24.7%) cancer-specific deaths, with a median follow-up of 39 months. The AJCC system, COBRA score, and Charlson comorbidity index (CCI) predicted CSM with low accuracy (C-index: 0.66, 0.65; 0.59, respectively). Multivariable Cox regression identified the AJCC system and CCI > 5 as significant CSM predictors. Additional factors included the extent of lymph node dissection, histology, smoking, presence of concomitant CIS, and neutrophil-to-lymphocyte ratio, and model accuracy was high (C-index: 0.80). The internal validation of the model with bootstrap samples revealed its slight optimism of 0.06. In conclusion, the accuracy of the AJCC staging system in the prediction of CSM is low and can be improved with the inclusion of other pathological data, CCI, smoking history and inflammatory indices.
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  • 文章类型: Journal Article
    目的:针对转移性前列腺癌的新疗法,病人活得更长,越来越需要更好地了解共病的影响。处方药可以独立于既定的方法对患者进行风险分层,如Charlson合并症指数(CCI)和指导治疗选择。
    方法:在一项针对美国退伍军人的全国性回顾性研究中,我们使用多变量逻辑回归和Cox比例风险模型来评估处方药的数量和类别以及总生存期(OS)与年龄之间的关系,种族,身体质量指数,前列腺特异性抗原(PSA),和Charlson合并症作为协变量在2010年至2021年间治疗新生转移性激素敏感性前列腺癌(mHSPC)的退伍军人中。
    结果:在8,434名退伍军人中,在接受阿比曲酮或恩扎鲁他胺治疗mHSPC的初始治疗前一年,我们填补了9种药物和5种药物的中位数.使用1-4种药物的退伍军人平均生存期为38个月,而使用5-9种药物(33个月)。10-14种药物(27个月),和15+药物(22个月)(p<0.001)。在调整了年龄之后,种族,体重指数(BMI),PSA,CCI和诊断年份,药物数量和药物类别均与死亡率增加相关.调整后的危险比(aHR)[95%置信区间(CI)]为药物数量1.03(1.02-1.03),药物类别为1.05(1.04-1.07)。ATCB(血液/造血器官)内的药物,ATCC(心血管),ATCN(紧张)与OS恶化有关,AHR为1.14(1.07,1.21),1.14(1.06,1.22),和1.12(1.06,1.19),分别。
    结论:在接受mHSPC治疗的患者中,药物的数量和种类与总生存期独立相关。有了治疗晚期前列腺癌的新疗法,病人活得更长,强调需要更好地了解合并症的影响。评估疾病负担和预后生存的简单方法有可能指导治疗决策。
    OBJECTIVE: With new therapies for metastatic prostate cancer, patients are living longer, increasing the need for better understanding of the impact of comorbid disease. Prescription medications may risk-stratify patients independent of established methods, such as the Charlson Comorbidity Index (CCI) and guide treatment selection.
    METHODS: In a nationwide retrospective study of US Veterans, we used multivariable logistic regression and Cox proportional hazard modeling to evaluate the association between number and class of prescription medications and overall survival (OS) with age, race, body-mass index, prostate specific antigen (PSA), and Charlson comorbidities as covariates in veterans treated for de novo metastatic hormone sensitive prostate cancer (mHSPC) between 2010-2021.
    RESULTS: Among 8,434 Veterans, a median of nine medications and five medication classes were filled in the year prior to initial treatment with abiraterone or enzalutamide for mHSPC. Veterans on 1-4 medications had an average survival of 38 months compared to 5-9 medicines (33 months), 10-14 medicines (27 months), and 15+ medicines (22 months) (p<0.001). After adjusting for age, race, body mass index (BMI), PSA, CCI, and year of diagnosis, both the number of medications and medication classes were associated with increased mortality. The adjusted hazard ratio (aHR) [95% confidence interval (CI)] was 1.03 (1.02-1.03) for the number of medications and 1.05 (1.04-1.07) for medication classes. Medications within ATC B (blood/blood forming organs), ATC C (cardiovascular), and ATC N (nervous) were associated with worse OS, with aHRs of 1.14 (1.07, 1.21), 1.14 (1.06, 1.22), and 1.12 (1.06, 1.19), respectively.
    CONCLUSIONS: The number and class of medications were independently associated with overall survival in patients undergoing treatment for mHSPC. With new therapies for advanced prostate cancer, patients are living longer, highlighting the need for a better understanding of the impact of comorbid diseases. Simple methods to assess disease burden and prognosticate survival have the potential to guide treatment decisions.
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  • 文章类型: Journal Article
    当癌症患者并发时,对他们的护理更具挑战性,复杂的合并症.风险评估工具可能有助于增强护理评估并预测这些患者的不良临床结局。这篇文章。
    Care for patients with cancer is more challenging when they have concurrent, complex comorbidities. Risk assessment tools may help to enhance care assessment and predict poor clinical outcomes for these patients. This article.
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  • 文章类型: Journal Article
    背景:爱尔兰血癌网络和爱尔兰国家癌症登记处致力于创建增强的血癌结果登记处(EBCOR)。急性髓性白血病(AML)的增强数据包括广泛的数据字典,定制软件和纵向随访。
    目的:为了演示数据库的实用性,我们应用这些数据来检验一个临床相关问题:Charlson合并症指数(CCI)在预测AML患者生存方面的有用性.
    方法:科克大学医院的一位软件设计师和血液学家顾问共同努力,将数据字典标准化,训练注册员并填充数据库。一百四十一名AML患者接受了增强的数据登记。通过图表审查确定的合并症用于检查CCI的能力和诊断时的年龄,以使用Kaplan-Meier曲线预测死亡率。Cox回归和接收器工作特性曲线。
    结果:在回归分析中,观察到剂量-反应关系;与2号(HR=2.74;95%CI1.64~4.57)和1号(参考)的受试者相比,最高CCI3号患者的死亡率风险更高(HR=4.90;95%CI2.79~8.63).在对诊断时的年龄进行调整的分析中,这种关系被减弱。CCI的曲线下面积(AUC)为0.76(95%CI0.68-0.84),而诊断年龄的AUC为0.84(95%CI0.78-0.90)。
    结论:结果表明,除了从AML诊断时的年龄获得的信息外,CCI没有提供其他预后信息,EBCOR可以为癌症结局研究提供丰富的数据库。包括预测模型和资源分配。
    BACKGROUND: The Blood Cancer Network Ireland and National Cancer Registry Ireland worked to create an Enhanced Blood Cancer Outcomes Registry (EBCOR). Enhanced data in acute myeloid leukaemia (AML) included an extensive data dictionary, bespoke software and longitudinal follow-up.
    OBJECTIVE: To demonstrate the utility of the database, we applied the data to examine a clinically relevant question: Charlson comorbidity index (CCI) usefulness in predicting AML patients\' survival.
    METHODS: A software designer and consultant haematologists in Cork University Hospital worked together to standardise a data dictionary, train registrars and populate a database. One hundred and forty-one AML patients underwent enhanced data registration. Comorbidities identified by chart review were used to examine the capability of the CCI and age at diagnosis to predict mortality using Kaplan-Meier curves, Cox regression and receiver operating characteristic curves.
    RESULTS: In regression analysis, a dose-response relationship was observed; patients in the highest CCI tertile displayed a greater risk (HR = 4.90; 95% CI 2.79-8.63) of mortality compared to subjects in tertile 2 (HR = 2.74; 95% CI 1.64-4.57) and tertile 1 (reference). This relationship was attenuated in an analysis which adjusted for age at diagnosis. The area under the curve (AUC) for the CCI was 0.76 (95% CI 0.68-0.84) while the AUC for age at diagnosis was 0.84 (95% CI 0.78-0.90).
    CONCLUSIONS: Results suggest that the CCI provides no additional prognostic information beyond that obtained from age alone at AML diagnosis and that an EBCOR can provide a rich database for cancer outcomes research, including predictive models and resource allocation.
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  • 文章类型: Journal Article
    目的:头颈部癌症手术通常需要在重症监护病房(ICU)或中间监护病房(IMC)进行术后监测。有各种不同的风险评分,调查人员有责任计划适应风险的资源分配。头颈部肿瘤手术本身在切除范围和重建方法方面提供了广泛的手术,只能通过跨学科分数模糊地分层。面对各种不同的风险评分,我们旨在开发新的肿瘤风险评分(TRS),使顺行术前风险评估,头颈部肿瘤手术的资源分配和成本和结果测量的优化。
    方法:研究了547例口内肿瘤患者(2010-2021年),通过对术前肿瘤大小和位置以及计划手术的侵袭性进行分级来开发TRS。统计建模。定义了两种术后并发症:(1)在IMC/ICU中的术后住院时间延长和(2)总住院时间(LOS)延长。使用TRS和所有术前患者参数(年龄,性别,术前血红蛋白,身体质量指数,先前存在的医疗状况)使用预测建模设计。既定风险评分(Charlson合并症指数(CCI),美国麻醉医师协会风险分类(ASA),功能性共病指数(FCI))和患者临床复杂性水平(PCCL)用作TRS模型性能的基准。
    结果:TRS与手术时间(p<0.001)和LOS(p=0.001)显着相关。随着TRS的每增加,LOS上升9.3%(95CI4.7-13.9;p<0.001)或1.9天(95CI1.0-2.8;p<0.001),分别。对于TRS的每一次增加,IMC/ICU病房的LOS增加0.33天(95CI0.12-0.54;p=0.002),每个TRS级别的IMC/ICU住院时间延长的概率增加了32.3%(p<0.001)。超过计划的IMC/ICULOS,总体LOS增加7.7天(95CI5.35-10.08;p<0.001),超过LOS上限的可能性也增加70.1%(95CI1.02-2.85;p=0.041).就IMC/ICU住院时间延长的预测能力而言,TRS的表现优于先前建立的风险评分,如ASA或CCI(p=0.031).
    结论:缺乏标准化的需求评估会导致IMC/ICU的使用不足和过度,从而增加成本和总收入损失。我们的指数有助于对术前IMC/ICU住院时间延长的风险进行分层,并调整主要头颈部肿瘤手术的资源分配。
    OBJECTIVE: Head and neck cancer surgery often requires postoperative monitoring in an intensive care unit (ICU) or intermediate care unit (IMC). With a variety of different risk scores, it is incumbent upon the investigator to plan a risk-adapted allocation of resources. Tumor surgery in the head and neck region itself offers a wide range of procedures in terms of resection extent and reconstruction methods, which can be stratified only vaguely by a cross-disciplinary score. Facing a variety of different risk scores we aimed to develop a new Tumor Risk Score (TRS) enabling anterograde preoperative risk evaluation, resource allocation and optimization of cost and outcome measurements in tumor surgery of the head and neck.
    METHODS: A collective of 547 patients (2010-2021) with intraoral tumors was studied to develop the TRS by grading the preoperative tumor size and location as well as the invasiveness of the planned surgery by means of statistical modeling. Two postoperative complications were defined: (1) prolonged postoperative stay in IMC/ICU and (2) prolonged total length of stay (LOS). Each parameter was analyzed using TRS and all preoperative patient parameters (age, sex, preoperative hemoglobin, body-mass-index, preexisting medical conditions) using predictive modeling design. Established risk scores (Charlson Comorbidity Index (CCI), American Society of Anesthesiologists risk classification (ASA), Functional Comorbidity Index (FCI)) and Patient Clinical Complexity Level (PCCL) were used as benchmarks for model performance of the TRS.
    RESULTS: The TRS is significantly correlated with surgery duration (p < 0.001) and LOS (p = 0.001). With every increase in TRS, LOS rises by 9.3% (95%CI 4.7-13.9; p < 0.001) or 1.9 days (95%CI 1.0-2.8; p < 0.001), respectively. For each increase in TRS, the LOS in IMC/ICU wards increases by 0.33 days (95%CI 0.12-0.54; p = 0.002), and the probability of an overall prolonged IMC/ICU stay increased by 32.3% per TRS class (p < 0.001). Exceeding the planned IMC/ICU LOS, overall LOS increased by 7.7 days (95%CI 5.35-10.08; p < 0.001) and increases the likelihood of also exceeding the upper limit LOS by 70.1% (95%CI 1.02-2.85; p = 0.041). In terms of predictive power of a prolonged IMC/ICU stay, the TRS performs better than previously established risk scores such as ASA or CCI (p = 0.031).
    CONCLUSIONS: The lack of a standardized needs assessment can lead to both under- and overutilization of the IMC/ICU and therefore increased costs and losses in total revenue. Our index helps to stratify the risk of a prolonged IMC/ICU stay preoperatively and to adjust resource allocation in major head and neck tumor surgery.
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