Safari Malihe, Mahjub Hossein, Esmaeili Habib, Abbasi Mohammad, Roshanaei Ghodratollah
Department of Biostatistics, School of Public Health, Hamadan University of Medical Sciences, Hamadan, Iran.
Department of Biostatistics, Research Center for Health Sciences, School of Public Health, Hamadan University of Medical Sciences, Hamadan, Iran.
J Res Med Sci. 2021 Feb 27;26:13. doi: 10.4103/jrms.JRMS_430_20. eCollection 2021.
In situation where there are more than one cause of occurring the outcome such as recurrence after surgery and death, the assumption of classical survival analyses are not satisfied. To cover this issue, this study aimed at utilizing competing risks survival analysis to assess the specific risk factors of local-distance recurrence and mortality in patients with colorectal cancer (CRC) undergoing surgery.
In this retrospective cohort study, 254 patients with CRC undergoing resection surgery were studied. Data of the outcome from the available documents in the hospital were gathered. Furthermore, based on pathological report, the diagnosis of CRC was considered. We model the risk factors on the hazard of recurrence and death using competing risk survival in R3.6.1 software.
A total of 114 patients had local or distant recurrence (21 local recurrences, 72 distant recurrences, and 21 local and distant recurrence). Pathological stage (adjusted hazard ratio [AHR] = 4.28 and 5.37 for stage 3 and 4, respectively), tumor site (AHR = 2.45), recurrence (AHR = 3.92) and age (AHR = 3.15 for age >70) was related to hazard of death. Also based on cause-specific hazard model, pathological stage (AHR = 7.62 for stage 4), age (AHR = 1.46 for age >70), T stage (AHR = 1.8 and 2.7 for T3 and T4, respectively), N stage (AHR = 2.59 for N2), and white blood cells (AHR = 1.95) increased the hazard of recurrence in patients with CRC.
This study showed that older age, higher pathological, rectum tumor site and presence of recurrence were independent risk factors for mortality among CRC patients. Also age, higher T/N stage, higher pathological stage and higher values of WBC were significantly related to higher hazard of local/distance recurrence of patients with CRC.
在存在多种导致某种结果(如手术后复发和死亡)的原因的情况下,经典生存分析的假设不再成立。为解决这一问题,本研究旨在利用竞争风险生存分析来评估接受手术的结直肠癌(CRC)患者局部远处复发和死亡的特定风险因素。
在这项回顾性队列研究中,对254例接受切除手术的CRC患者进行了研究。收集了医院现有文档中的结局数据。此外,根据病理报告确定CRC诊断。我们使用R3.6.1软件中的竞争风险生存分析对复发和死亡风险的危险因素进行建模。
共有114例患者出现局部或远处复发(21例局部复发,72例远处复发,21例局部和远处复发)。病理分期(3期和4期的调整风险比[AHR]分别为4.28和5.37)、肿瘤部位(AHR = 2.45)、复发(AHR = 3.92)和年龄(年龄>70岁时AHR = 3.15)与死亡风险相关。同样基于特定病因风险模型,病理分期(4期时AHR = 7.62)、年龄(年龄>70岁时AHR = 1.46)、T分期(T3和T4时AHR分别为1.8和2.7)、N分期(N2时AHR = 2.59)以及白细胞(AHR = 1.95)增加了CRC患者的复发风险。
本研究表明,年龄较大、病理分期较高、直肠肿瘤部位以及存在复发是CRC患者死亡的独立危险因素。此外,年龄、较高的T/N分期、较高的病理分期以及较高的白细胞值与CRC患者局部/远处复发的较高风险显著相关。