Geriatric Assessment Impairment Profiles and Mortality in Older Adults with Gastrointestinal Cancers: Latent Class Analysis of the CARE Registry

Sydney T Thai, Jennifer L Lund, Kelly M Kenzik, Charles Poole, Til Stürmer, John B Buse, Christian A Harmon, Mustafa Al-Obaidi, Grant R Williams
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Abstract

Background Many older adults with cancer have ≥2 impairments on geriatric assessment which impacts present and future frailty status, treatment tolerability, and outcomes. Our objective was to identify and describe distinct geriatric assessment impairment classes using latent class analysis (LCA) in older patients with gastrointestinal malignancies and assess 1-year mortality. Methods We used the Cancer & Aging Resilience Evaluation (CARE) Study, a registry of older adults (≥60 years) at University of Alabama at Birmingham. The analytic cohort included patients with gastrointestinal malignancies who completed a self-administered geriatric assessment (CARE tool) before chemotherapy and had ≥1 geriatric assessment impairment. Thirteen geriatric assessment impairments were used as indicators in LCA. Resultant classes were described, mortality was estimated, and risk contrasts (differences, hazard ratios) were calculated with 95% confidence intervals. For comparison, estimates were provided for frailty categories (robust, pre-frail, frail) determined from 44 items in the CARE tool. Stratified analyses included high-risk (pancreatic, hepatobiliary, esophageal) vs. low-risk gastrointestinal cancers, and stage (IV vs. I-III). Results Six geriatric assessment impairment classes were identified: Mild impairment (LC1); Social support impairment (LC2); Weight loss alone (LC3); Impaired, low anxiety/depression (LC4); Impaired with anxiety/depression (LC5); Global impairment (LC6). One-year mortality was 14%, 22%, 29%, 34%, 50% and 50% for LC1-LC6, respectively. For frailty categories, estimates ranged from 18% (robust) to 40% (frail). In stratified analyses, LC4-LC6 consistently had higher mortality estimates compared to LC1 Conclusions The 6 geriatric assessment impairment classes showed a wider spread of mortality estimates compared to frailty categories and could be used to identify vulnerable patients and to plan interventions.
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患有胃肠道癌症的老年人的老年评估损伤特征与死亡率:CARE 登记的潜类分析
背景 许多患有癌症的老年人在老年评估方面有≥2项损伤,这影响了他们现在和将来的虚弱状态、治疗耐受性和预后。我们的目的是利用潜类分析法(LCA)在老年胃肠道恶性肿瘤患者中识别和描述不同的老年评估损伤等级,并评估 1 年死亡率。方法 我们使用了阿拉巴马大学伯明翰分校的老年人(≥60 岁)登记资料--癌症与amp;衰老复原力评估(CARE)研究。分析队列包括胃肠道恶性肿瘤患者,这些患者在化疗前完成了自我老年评估(CARE 工具),并且有≥1 项老年评估障碍。13 项老年评估损伤被用作 LCA 的指标。对结果等级进行了描述,对死亡率进行了估算,并计算了风险对比(差异、危险比)和 95% 的置信区间。为了进行比较,还提供了根据 CARE 工具中 44 个项目确定的虚弱类别(强壮、前期虚弱、虚弱)的估计值。分层分析包括高风险(胰腺癌、肝胆癌、食管癌)与低风险胃肠道癌症以及分期(IV期与I-III期)。结果 确定了六个老年评估损伤等级:轻度损伤(LC1);社会支持损伤(LC2);单纯体重减轻(LC3);低焦虑/抑郁损伤(LC4);焦虑/抑郁损伤(LC5);全面损伤(LC6)。LC1-LC6 的一年死亡率分别为 14%、22%、29%、34%、50% 和 50%。对于虚弱类别,估计值从 18%(强壮)到 40%(虚弱)不等。在分层分析中,与 LC1 相比,LC4-LC6 的死亡率估计值一直较高。
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