TY - JOUR
T1 - Comparison of the accuracy of clinicians’ prediction of survival and Palliative Prognostic Score
T2 - an East Asian cross-cultural study
AU - Hiratsuka, Yusuke
AU - Yoon, Seok Joon
AU - Suh, Sang Yeon
AU - Choi, Sung Eun
AU - Hui, David
AU - Kim, Sun Hyun
AU - Lee, Eon Sook
AU - Hwang, Sun Wook
AU - Cheng, Shao Yi
AU - Chen, Ping Jen
AU - Mori, Masanori
AU - Yamaguchi, Takashi
AU - Morita, Tatsuya
AU - Tsuneto, Satoru
AU - Inoue, Akira
N1 - Funding Information:
This work was supported in part by a Grant-in-Aid from the Japanese Hospice Palliative Care Foundation; Grant Numbers 16H05212 and 16KT0007.
Funding Information:
We are grateful to Harrisco Encorrection (Seoul, South Korea) for proofreading this manuscript for grammar and clarity.
Publisher Copyright:
© 2021, The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature.
PY - 2022/3
Y1 - 2022/3
N2 - Purpose: No study has been conducted to compare the clinicians’ prediction of survival (CPS) with Palliative Prognostic Scores (PaP) across countries. We aimed to compare the performance of the CPS in PaP (PaP-CPS), the PaP without the CPS, and the PaP total scores in patients with advanced cancer in three East Asian countries. Methods: We compared the discriminative accuracy of the three predictive models (the PaP-CPS [the score of the categorical CPS of PaP], the PaP without the CPS [sum of the scores of only the objective variables of PaP], and the PaP total score) in patients admitted to palliative care units (PCUs) in Japan, Korea, and Taiwan. We calculated the area under the receiver operating characteristic curve (AUROC) for 30-day survival to compare the discriminative accuracy of these three models. Results: We analyzed 2,072 patients from three countries. The AUROC for the PaP total scores was 0.84 in patients in Japan, 0.76 in Korea, and 0.79 in Taiwan. The AUROC of the PaP-CPS was 0.82 in patients in Japan, 0.75 in Korea, and 0.78 in Taiwan. The AUROC of the PaP without the CPS was 0.75 in patients in Japan, 0.66 in Korea, and 0.67 in Taiwan. Conclusion: The PaP total scores and the PaP-CPS consistently showed similar discriminative accuracy in predicting 30-day survival in patients admitted to PCUs in Japan, Korea, and Taiwan. It may be sufficient for experienced clinicians to use the CPS alone for estimating the short-term survival (less than one month) of patients with far-advanced cancer. The PaP may help to improve prognostic confidence and further reduce subjective variations.
AB - Purpose: No study has been conducted to compare the clinicians’ prediction of survival (CPS) with Palliative Prognostic Scores (PaP) across countries. We aimed to compare the performance of the CPS in PaP (PaP-CPS), the PaP without the CPS, and the PaP total scores in patients with advanced cancer in three East Asian countries. Methods: We compared the discriminative accuracy of the three predictive models (the PaP-CPS [the score of the categorical CPS of PaP], the PaP without the CPS [sum of the scores of only the objective variables of PaP], and the PaP total score) in patients admitted to palliative care units (PCUs) in Japan, Korea, and Taiwan. We calculated the area under the receiver operating characteristic curve (AUROC) for 30-day survival to compare the discriminative accuracy of these three models. Results: We analyzed 2,072 patients from three countries. The AUROC for the PaP total scores was 0.84 in patients in Japan, 0.76 in Korea, and 0.79 in Taiwan. The AUROC of the PaP-CPS was 0.82 in patients in Japan, 0.75 in Korea, and 0.78 in Taiwan. The AUROC of the PaP without the CPS was 0.75 in patients in Japan, 0.66 in Korea, and 0.67 in Taiwan. Conclusion: The PaP total scores and the PaP-CPS consistently showed similar discriminative accuracy in predicting 30-day survival in patients admitted to PCUs in Japan, Korea, and Taiwan. It may be sufficient for experienced clinicians to use the CPS alone for estimating the short-term survival (less than one month) of patients with far-advanced cancer. The PaP may help to improve prognostic confidence and further reduce subjective variations.
KW - Advanced cancer
KW - Clinicians’ prediction of survival
KW - East Asia
KW - Palliative Prognostic Score
KW - Prognostication
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U2 - 10.1007/s00520-021-06673-0
DO - 10.1007/s00520-021-06673-0
M3 - Article
AN - SCOPUS:85118589285
SN - 0941-4355
VL - 30
SP - 2367
EP - 2374
JO - Supportive Care in Cancer
JF - Supportive Care in Cancer
IS - 3
ER -