Accuracy of the Palliative Prognostic Score With or Without Clinicians' Prediction of Survival in Patients With Far Advanced Cancer

被引:11
作者
Yoon, Seok-Joon [1 ]
Suh, Sang-Yeon [2 ,3 ]
Hui, David [4 ]
Choi, Sung-Eun [5 ]
Tatara, Ryohei [6 ]
Watanabe, Hiroaki [7 ]
Otani, Hiroyuki [8 ]
Morita, Tatsuya [9 ]
机构
[1] Chungnam Natl Univ Hosp, Dept Family Med, Daejeon, South Korea
[2] Dongguk Univ, Dept Med, Pil Dong 3 Ga, Seoul, South Korea
[3] Dongguk Univ Ilsan Hosp, Dept Family Med, Hosp & Palliat Care Ctr, Goyang Si, South Korea
[4] Univ Texas MD Anderson Canc Ctr, Dept Palliat Care & Rehabil Med, Div Canc Med, Houston, TX 77030 USA
[5] Dongguk Univ, Dept Stat, Seoul, South Korea
[6] Osaka City Gen Hosp, Dept Palliat Med, Osaka, Japan
[7] Komaki City Hosp, Dept Palliat Care, Komaki, Japan
[8] Kyushu Natl Canc Ctr, Dept Palliat Care Team & Palliat & Support Care, Fukuoka, Japan
[9] Seirei Mikatahara Gen Hosp, Dept Palliat & Support Care, Hamamatsu, Shizuoka, Japan
关键词
Prognostication; neoplasms; survival; clinical prediction; TERMINALLY-ILL PATIENTS; PERFORMANCE STATUS; VALIDATION; INDEX; TIME; CARE;
D O I
10.1016/j.jpainsymman.2020.10.019
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Context. Previous studies suggest that clinicians' prediction of survival (CPS) may have reduced the accuracy of objective indicators for prognostication in palliative care. Objectives. We aimed to examine the accuracy of CPS alone, compared to the original Palliative Prognostic Score (PaP), and five clinical/laboratory variables of the PaP in patients with far advanced cancer. Methods. We compared the discriminative accuracy of three prediction models (the PaP-CPS [the score of the categorical CPS of PaP], PaP without CPS [sum of the scores of only the objective variables of PaP], and PaP total score) across 3 settings: inpatient palliative care consultation team, palliative care unit, and home palliative care. We computed the area under receiver operating characteristic curve (AUROC) for 30-day survival and concordance index (C-index) to compare the discriminative accuracy of these three models. Results. We included a total of 1534 subjects with median survival of 34.0 days. The AUROC and C-index in the three settings were 0.816-0.896 and 0.732-0.799 for the PaP total score, 0.808-0.884 and 0.713-0.782 for the PaP-CPS, and 0.726-0.815 and 0.672-0.728 for the PaP without CPS, respectively. The PaP total score and PaP-CPS showed similar AUROCs and C-indices across the three settings. The PaP total score had significantly higher AUROCs and C-indices than the PaP without CPS across the three settings. Conclusion. Overall, the PaP total score, PaP-CPS, and PaP without CPS showed good discriminative performances. However, the PaP total score and PaP-CPS were significantly more accurate than the PaP without CPS. J Pain Symptom Manage 2021;61:1180-1187. (c) 2020 American Academy of Hospice and Palliative Medicine. Published by Elsevier Inc. All rights reserved.
引用
收藏
页码:1180 / 1187
页数:8
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