Department of Surgery, University of Colorado, Anschutz Medical Campus, Aurora, Colorado.
Adult and Child Consortium for Health Outcomes Research and Delivery Science (ACCORDS), University of Colorado Anschutz Medical Campus, Aurora, Colorado.
Ann Surg. 2022 Dec 1;276(6):e923-e931. doi: 10.1097/SLA.0000000000004705. Epub 2020 Dec 18.
To assess the contribution of unknown institutional factors (contextual effects) in the de-implementation of cALND in women with breast cancer.
Women included in the National Cancer Database with invasive breast carcinoma from 2012 to 2016 that underwent upfront lumpectomy and were found to have a positive sentinel node.
A multivariable mixed effects logistic regression model with a random intercept for site was used to determine the effect of patient, tumor, and institutional variables on the risk of cALND. Reference effect measureswere used to describe and compare the contribution of contextual effects to the variation in cALND use to that of measured variables.
By 2016, cALND was still performed in at least 50% of the patients in a quarter of the institutions. Black race, younger women and those with larger or hormone negative tumors were more likely to undergo cALND. However, the width of the 90% reference effect measures range for the contextual effects exceeded that of the measured site, tumor, time, and patient demographics, suggesting institutional contextual effects were the major drivers of cALND de-implementation. For instance, a woman at an institution with low-risk of performing cALND would have 74% reduced odds of havinga cALND than if she was treated at a median-risk institution, while a patient at a high-risk institution had 3.91 times the odds.
Compared to known patient, tumor, and institutional factors, contextual effects had a higher contribution to the variation in cALND use.
评估未知机构因素(背景效应)在乳腺癌女性中取消前哨淋巴结清扫术(cALND)中的作用。
纳入国家癌症数据库的 2012 年至 2016 年期间患有浸润性乳腺癌、接受了 upfront 保乳手术且前哨淋巴结阳性的女性。
采用具有站点随机截距的多变量混合效应逻辑回归模型,确定患者、肿瘤和机构变量对 cALND 风险的影响。使用参考效应度量来描述和比较背景效应对 cALND 使用变化的贡献与测量变量的贡献。
到 2016 年,仍有四分之一机构中至少有 50%的患者接受 cALND。黑种人、年轻女性和肿瘤较大或激素阴性的患者更有可能接受 cALND。然而,背景效应的 90%参考效应度量范围的宽度超过了测量的站点、肿瘤、时间和患者人口统计学因素,表明机构背景效应是 cALND 取消实施的主要驱动因素。例如,在不太可能进行 cALND 的机构接受治疗的女性与在中位数风险机构接受治疗的女性相比,进行 cALND 的可能性降低了 74%,而在高风险机构接受治疗的患者则增加了 3.91 倍。
与已知的患者、肿瘤和机构因素相比,背景效应对 cALND 使用变化的贡献更大。