A New Approach for Determining Short-Term, Objective Prognostic Predictive Methods for Terminal Cancer Patients Based on the Change Point of Laboratory Test Values

被引:7
作者
Niki, Kazuyuki [1 ,2 ]
Okamoto, Yoshiaki [2 ]
Tabata, Yoshitaka [1 ]
Tsugane, Mamiko [1 ]
Murata, Taizo [3 ]
Mizuki, Masao [4 ]
Matsumura, Yasushi [3 ,5 ]
Takagi, Tatsuya [6 ]
Uejima, Etsuko [1 ]
机构
[1] Osaka Univ, Grad Sch Pharmaceut Sci, Dept Clin Pharm Res & Educ, 1-6 Yamadaoka, Suita, Osaka 5650871, Japan
[2] Ashiya Municipal Hosp, Dept Pharm, Ashiya, Hyogo, Japan
[3] Osaka Univ Hosp, Div Med Informat, Osaka, Japan
[4] Osaka Univ Hosp, Chemotherapy & Oncol Ctr, Osaka, Japan
[5] Osaka Univ, Grad Sch Med, Med Informat, Osaka, Japan
[6] Osaka Univ, Grad Sch Pharmaceut Sci, Dept Pharmainformat & Pharmacometr, Osaka, Japan
关键词
change point; laboratory test value; objective prognostic prediction; terminal cancer patients; PALLIATIVE CARE; VALIDATION; MODELS; SCORE;
D O I
10.1089/jpm.2017.0233
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
Background: In terminal phase cancer, predicting a prognosis precisely plays an important role for patients and their families to live meaningful lives. However, there are no established short-term, objective prognostic predictive methods. Objective: To develop simple, short-term, objective prognostic predictive methods through detecting a change point for laboratory test values. Design: A retrospective chart review. Setting/Subjects: Subjects were cancer patients aged 16 years and discharged dead from Osaka University Hospital in 2008. Measurements: Using different laboratory test values, new prognostic predictive methods were determined based on either six laboratory test values (white blood cell [WBC], platelet [PLT], C-reactive protein, blood urea nitrogen [BUN], aspartate aminotransferase [AST], and lactase dehydrogenase [LDH]): the WPCBAL score, or five test values (WBC, PLT, BUN, AST, and LDH): the WPBAL score. Their utility, including sensitivity and specificity, was compared with that of Glasgow prognostic scores (GPSs). Results: In total, 121 cancer patients were enrolled. WPCBAL and WPBAL scores showed higher sensitivity (0.88 and 0.91 vs. 0.68), specificity (0.79 and 0.70 vs. 0.53), negative predictive value (0.98 and 0.97 vs. 0.76), and a much larger relative risk (16.5 and 14.2 vs. 1.78) as prognostic predictors within two weeks of death than GPS as a prognostic predictor within three weeks of death. Conclusion: This is the first study that suggests that the objective prognostic predictive methods, through detecting the change point of laboratory test values, are useful for predicting short-term prognosis. The WPCBAL score and WPBAL score could objectively predict the remaining lifetime within two weeks of mortality.
引用
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页码:529 / 532
页数:4
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