Schmidt A F, Groenwold R H H, Amsellem P, Bacon N, Klungel O H, Hoes A W, de Boer A, Kow K, Maritato K, Kirpensteijn J, Nielen M
Julius Center for Health Sciences and Primary Care, University Medical Centre Utrecht, P.O. Box 85500, 3508 GA Utrecht, The Netherlands; Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, P.O. Box 80082, 3508 TB Utrecht, The Netherlands; Department of Farm Animal Health, Faculty of Veterinary Medicine, Utrecht University, Yalelaan 7, Utrecht 3584 CL, The Netherlands; Institute of Cardiovascular Science, Faculty of Population Health, University College London, London WC1E 6BT, United Kingdom.
Julius Center for Health Sciences and Primary Care, University Medical Centre Utrecht, P.O. Box 85500, 3508 GA Utrecht, The Netherlands; Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, P.O. Box 80082, 3508 TB Utrecht, The Netherlands.
Prev Vet Med. 2016 Mar 1;125:116-25. doi: 10.1016/j.prevetmed.2015.10.016. Epub 2015 Dec 17.
Osteosarcoma (OS) is a malignant tumor of mesenchymal origin that produces osteoid. Given that the prognosis can vary considerably between dogs, we aimed to explore whether treatment could be tailored towards patient subgroups, characterized by their predicted risk of mortality. For the current study, a subset of five nonrandomized studies (400 subjects of whom 88 were dead at 5 months follow-up) was used from a previously published 20 study individual patient data meta-analysis. Missing data was dependent on observed variables and was imputed to correct for this dependency. Based on a previously published multivariable prognostic model, the 5-month mortality risk was predicted. Subsequently, in surgically treated dogs, using a logistic regression model with a random intercept for a study indicator, we explored whether chemotherapy effectiveness depended on predicted 5-month mortality risk. After adjustment for potential confounders the main effect of any chemotherapy was 0.48 (odds ratio) (95%CI 0.30; 0.78). Testing for chemotherapy by predicted 5-month mortality risk interaction revealed that the effects of any chemotherapy decreased with increasing predicted risk; interaction OR 3.41 (1.07; 10.84). Results from individually comparing carboplatin, cisplatin, doxorubicin and doxorubicin combination therapy to no chemotherapy, were similar in magnitude and direction. These results indicate that the main treatment effects of chemotherapy do not necessarily apply to all patients.
骨肉瘤(OS)是一种产生类骨质的间充质来源恶性肿瘤。鉴于犬类的预后差异可能很大,我们旨在探讨是否可以针对以预测死亡风险为特征的患者亚组进行个性化治疗。在当前研究中,我们从之前发表的一项包含20项研究的个体患者数据荟萃分析中选取了一个子集,即五项非随机研究(共400名受试者,其中88人在5个月随访时死亡)。缺失数据取决于观察变量,并进行了插补以校正这种依赖性。基于之前发表的多变量预后模型,预测了5个月的死亡风险。随后,在接受手术治疗的犬类中,我们使用带有研究指标随机截距的逻辑回归模型,探讨化疗效果是否取决于预测的5个月死亡风险。在对潜在混杂因素进行调整后,任何化疗的主要效应为0.48(比值比)(95%置信区间0.30;0.78)。通过预测的5个月死亡风险交互作用对化疗进行检验发现,任何化疗的效果随着预测风险的增加而降低;交互作用比值比为3.41(1.07;10.84)。将卡铂、顺铂、阿霉素及阿霉素联合疗法分别与不进行化疗进行单独比较,结果在幅度和方向上相似。这些结果表明,化疗的主要治疗效果不一定适用于所有患者。