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用于预测实体瘤和骨髓转移成年患者生存情况的预后评分系统的开发与验证

Development and Validation of a Prognostic Score to Predict Survival in Adult Patients With Solid Tumors and Bone Marrow Metastases.

作者信息

Chou Wen-Chi, Yeh Kun-Yun, Peng Meng-Ting, Chen Jen-Shi, Wang Hung-Ming, Lin Yung-Chang, Liu Chien-Ting, Li Shau-Hsuan, Chang Pei-Hung, Wang Cheng-Hsu, Chen Ping-Tsung, Hung Yu-Shin, Lu Chang-Hsien

机构信息

From the Division of Hematology and Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital at Linkou and Chang Gung University School of Medicine (W-CC, M-TP, J-SC, H-MW, Y-CL, Y-SH); Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang Gung University, Taoyuan (W-CC, C-HL); Division of Hematology and Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital at Keelung, Keelung (K-YY, P-HC, C-HW); Division of Hematology and Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital at Kaohsiung, Kaohsiung (C-TL, S-HL); Division of Hematology and Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital at Chiayi, Chiayi (P-TC, C-HL), Taiwan.

出版信息

Medicine (Baltimore). 2015 Jun;94(23):e966. doi: 10.1097/MD.0000000000000966.

Abstract

Bone marrow metastasis (BMM) in patients with solid cancers is indicative of advanced-stage disease with a poor prognosis. The clinical features and outcomes remain unclear. We aimed to develop a scoring system to predict survival in these patients to help with clinical decision making. A total of 165 adult patients diagnosed with solid cancers and BMM between 2000 and 2014 were selected as the derivation cohort. A risk model was developed using multivariate logistic regression from the derivation cohort and a marrow metastases prognostic score (MMPS) was generated. An independent cohort of 156 patients from 3 other hospitals was selected using the same recruiting criteria to validate the MMPS as a predictor of survival. The MMPS was calculated based on 4 independent prognostic variables: the Eastern Cooperative Oncology Group performance scale, site of cancer, platelet count, and neutrophil-to-lymphocyte ratio. Patients in both the derivation and validation cohorts were stratified into good, intermediate, and poor prognostic groups based on their MMPS. The median survival in each risk group of the derivation cohort was 241, 58, and 11 days for the good, intermediate, and poor prognostic groups, respectively, and 305, 65, and 9 days, respectively, in the validation cohort. The c-statistic values for prediction of mortality at 3, 6, and 12 months were significantly higher for the MMPS than for the Eastern Cooperative Oncology Group performance scale in both cohorts. We developed a risk model that accurately predicted survival in adult patients with solid cancers and BMM. This scoring system may help patients and clinicians with treatment decisions.

摘要

实体癌患者发生骨髓转移(BMM)提示疾病已处于晚期,预后较差。其临床特征和结局仍不明确。我们旨在开发一种评分系统来预测这些患者的生存情况,以辅助临床决策。选取了2000年至2014年间共165例诊断为实体癌并发生BMM的成年患者作为推导队列。使用推导队列通过多因素逻辑回归建立风险模型,并生成骨髓转移预后评分(MMPS)。按照相同的纳入标准,从其他3家医院选取156例患者组成独立队列,以验证MMPS作为生存预测指标的有效性。MMPS基于4个独立的预后变量计算得出:东部肿瘤协作组体能状态评分、癌症部位、血小板计数和中性粒细胞与淋巴细胞比值。推导队列和验证队列中的患者均根据其MMPS分为预后良好、中等和较差组。推导队列中各风险组的中位生存期,预后良好组为241天,中等组为58天,较差组为11天;验证队列中分别为305天、65天和9天。在两个队列中,MMPS预测3、6和12个月死亡率的c统计值均显著高于东部肿瘤协作组体能状态评分。我们开发了一种能准确预测实体癌并发生BMM成年患者生存情况的风险模型。该评分系统可能有助于患者和临床医生做出治疗决策。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1637/4616467/3934c2642f38/medi-94-e966-g001.jpg

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