Trajectories of hospitalization in three groups of patients with incurable gastric cancer identified by hierarchical clustering: A retrospecitve analysis

Y. Murakawa, M. Sakayori, Kazunori Otsuka
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Abstract

Purpose: The therapeutic goal for advanced solid malignancies is not to achieve cure but to prolong survival and maintain quality of life (QOL). To date, no study has reported the trajectory of the QOL throughout the clinical course of a patient with advanced malignancy. As hospitalization is considered a predictor of QOL, we retrospectively analyzed the trajectory of hospitalization in patients with incurable gastric cancer throughout the clinical course. Methods: The data of 85 patients with incurable gastric cancer were collected, including age, sex, Eastern Cooperative Oncology Group (ECOG) Performance Status (PS), treatment, histology, sites of metastases at first consultation, planned and unplanned hospitalization throughout the clinical course , and overall survival (OS). We ranked the patients by OS and hospitalization using a hierarchical clustering analysis. Results: Three clusters were identified corresponding to short, intermediate, and long OS/hospitalization (Clusters 1, 2, and 3, respectively). Patients in Cluster 3 were more likely to have an ECOG PS of 0–2 and receive palliative chemotherapy than the other clusters. No other differences in histology, age, sex, and or extra-peritoneal metastasis sites were observed between the three groups. In Cluster 3, planned hospitalization accumulated gradually during the early clinical phase, while unplanned hospitalization accumulated rapidly in later phases. Conclusions: No specific characteristics were associated with short, intermediate, and long OS/hospitalization. Patients in the long OS/hospitalization group exhibited a rapid accumulation of unplanned hospitalization during the latter clinical course. Further research is needed to identify specific predictors of and measures to avoid a long OS/hospitalization.
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通过分层聚类确定的三组无法治愈的胃癌患者的住院轨迹:回顾性分析
目的:晚期实体恶性肿瘤的治疗目标不是治愈,而是延长生存期和维持生活质量(QOL)。到目前为止,还没有研究报道晚期恶性肿瘤患者在整个临床过程中的生活质量轨迹。由于住院被认为是生活质量的一个预测因素,我们回顾性分析了无法治愈的胃癌患者在整个临床过程中的住院轨迹。方法:收集85例无法治愈的胃癌患者的年龄、性别、东部肿瘤合作组(ECOG)表现状态(PS)、治疗情况、组织学、初诊时转移部位、整个临床过程中计划和非计划住院、总生存期(OS)等资料。我们使用分层聚类分析将患者按OS和住院时间排序。结果:确定了三个与短期、中期和长期OS/住院相对应的集群(分别为集群1、2和3)。与其他组相比,第3组患者ECOG评分为0-2并接受姑息性化疗的可能性更大。三组之间在组织学、年龄、性别和腹膜外转移部位没有其他差异。聚类3临床前期计划住院逐渐积累,后期非计划住院迅速积累。结论:没有特定的特征与短期、中期和长期OS/住院相关。长期生存/住院组的患者在后期临床过程中表现出计划外住院的快速积累。需要进一步的研究来确定具体的预测因素和避免长期生存期/住院的措施。
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