Wing Sam E, Liu Yuki, Johnson Jonathan C, Moore Kristin J, Zheng Feibi
Intuitive Surgical, Sunnyvale, CA 94086, USA.
Optum Inc, Eden Prairie, MN 55344, USA.
J Comp Eff Res. 2025 Aug;14(8):e250013. doi: 10.57264/cer-2025-0013. Epub 2025 Jul 14.
Surgical therapy for early-stage breast cancer, including lumpectomy and mastectomy, are common treatments for early-stage breast cancer. Despite having favorable survival outcomes, these procedures can lead to repeat surgeries, adverse outcomes, excess costs and potentially aggressive resections. This is a protocol for a study aims to evaluate three main areas: the risk factors, costs and complications of re-operations following lumpectomy ('Lumpectomy Cohort'), the identification of patients potentially overtreated with mastectomy ('Mastectomy Cohort') and the cost and healthcare resource utilization associated with nipple necrosis following nipple-sparing mastectomy (NSM) ('Nipple Necrosis Cohort'). A retrospective cohort analysis will be conducted using Optum's de-identified Market Clarity Data (2007-2023), which integrates medical and pharmacy claims with electronic health records. Patients will be included based on specific procedure and diagnosis codes, with additional data extracted from unstructured clinical notes using natural language processing. The study will analyze patient demographics, baseline health, surgical details, and outcomes, including costs, complications, reoperations and mortality. Data will be analyzed descriptively, with Kaplan-Meier analyses for time-to-event outcomes and Wilcoxon Signed Rank tests for cost comparisons. Preliminary cohorts are expected to include 26,472 lumpectomy patients, 16,836 mastectomy patients and 6828 NSM patients with 541 cases of nipple necrosis. This study will provide comprehensive insights into the patient journey - highlighting the costs and patient outcomes following lumpectomy, mastectomy and NSM - potentially guiding better clinical decision-making and resource allocation.
早期乳腺癌的手术治疗,包括乳房肿瘤切除术和乳房切除术,是早期乳腺癌的常见治疗方法。尽管这些手术具有良好的生存结果,但可能会导致再次手术、不良后果、成本过高以及潜在的激进切除。这是一项研究方案,旨在评估三个主要方面:乳房肿瘤切除术后再次手术的风险因素、成本和并发症(“乳房肿瘤切除术队列”);识别可能接受过度乳房切除治疗的患者(“乳房切除术队列”);以及保留乳头乳房切除术后乳头坏死相关的成本和医疗资源利用情况(“乳头坏死队列”)。将使用Optum的去识别化市场清晰度数据(2007 - 2023年)进行回顾性队列分析,该数据整合了医疗和药房报销记录与电子健康记录。将根据特定的手术和诊断代码纳入患者,并使用自然语言处理从非结构化临床记录中提取额外数据。该研究将分析患者人口统计学、基线健康状况、手术细节和结果(包括成本、并发症、再次手术和死亡率)。将对数据进行描述性分析,对事件发生时间结果进行Kaplan - Meier分析,并对成本比较进行Wilcoxon符号秩检验。初步队列预计包括26472例乳房肿瘤切除术患者、16836例乳房切除术患者和6828例保留乳头乳房切除术患者,其中541例乳头坏死病例。这项研究将为患者就医过程提供全面洞察——突出乳房肿瘤切除术、乳房切除术和保留乳头乳房切除术后的成本和患者结果——可能有助于指导更好的临床决策和资源分配。