breast cancer surgery

乳腺癌手术
  • 文章类型: Editorial
    通过这篇社论,我们试图通过描述采用新疗法的巨大步骤来提供伊拉克乳腺癌手术变化的最新情况。要考虑的一个因素是库尔德斯坦等地区新辅助化疗(NACT)和保乳手术(BCS)的总体趋势,这表明了对这些微创方法的偏好。此外,巴格达对多灶性乳腺癌的新观点表明,BCS可以有效,局部复发率与乳房切除术相当。放射治疗,特别是大分割三维适形放疗(3DCRT),在局部控制和无进展生存期方面显示出实质性的益处。还强调了及时手术干预的重要性;大多数接受乳房切除术的伊拉克妇女在诊断后三个月内接受手术干预。所有这些都是对在患者中获得更多示范性结果以及朝着国际最佳实践取得良好进展感到乐观的重要原因。这些步骤表明,伊拉克热衷于采用先进的外科技术来改善乳腺癌的管理。
    Through this editorial, we have attempted to provide an update on the changing scenario for breast cancer surgery in Iraq by describing giant steps toward the adoption of new treatments. One factor to consider is the general trend towards neoadjuvant chemotherapy (NACT) and breast-conserving surgery (BCS) in regions such as Kurdistan, which indicates a preference for these minimally invasive approaches. Additionally, new perspectives on multifocal breast cancer in Baghdad demonstrate that BCS can be effective, with local recurrence rates comparable to mastectomy. Radiotherapy, particularly hypofractionated three-dimensional conformal radiotherapy (3DCRT), has shown substantial benefits in local control and progression-free survival. The importance of timely surgical interventions is also emphasized; most Iraqi women who receive a mastectomy stress to go through surgical interventions within three months of diagnosis. All these are significant reasons for optimism with regard to attaining more exemplary outcomes in patients as well as good strides toward international best practices. Such steps show that Iraq is keen on incorporating advanced surgical techniques that ameliorate breast cancer management.
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  • 文章类型: Journal Article
    上肢淋巴水肿是与手术相关的最常见的不良事件之一,因为指南实施与预期的临床结果之间存在巨大差距。然而,由于临床表现模糊,因此监测肢体淋巴水肿仍具有挑战性.本研究旨在通过机器学习开发和验证上肢淋巴水肿的实用预测模型。
    我们根据2021年6月至2023年6月接受乳腺癌手术的患者的单中心电子健康记录数据,回顾性收集了临床数据,以开发用于上肢淋巴水肿早期风险预测的模型。对于预测模型构建,70%和30%的数据被随机分成训练集和测试集,分别。然后,我们使用机器学习算法开发了上肢淋巴水肿预测模型,其中包括随机森林模型(RFM),广义逻辑回归模型(GLRM),和人工神经网络模型(ANNM)。为了评估模型的性能,我们使用接受者工作特征曲线下面积(AUROC),校准曲线比较不同的模型。通过使用决策曲线分析(DCA)的净收益方法评估最佳阈值下最佳模型的潜在临床有用性。
    在筛选合格的3201名患者中,招募了3160名参与者用于预测模型。其中,身体质量指数(BMI),高血压,TNM,病变部位,淋巴结清扫术(LNMD),治疗,和护士是上肢淋巴水肿的独立危险因素,并被列为基于ML的预测模型的候选变量。RFM算法,结合七个候选变量,在训练集和内部验证集中展示了最高的预测效率,曲线下面积(AUC)分别为0.894和0.889,95%置信区间(CI)分别为0.839-0.949和0.834-0.944。其他两种类型的预测模型在AUC之间的预测效率分别为0.731和0.819,95%CIs分别为0.674-0.789和0.762-0.876。
    可解释的预测模型可帮助医生更准确地预测接受乳腺癌手术的患者的上肢淋巴水肿风险。特别是对于RFM,这种新建立的基于机器学习的模型对区分上肢淋巴水肿的高风险显示出良好的预测能力,这可以促进未来的临床决策,医院管理,并改善结果。
    UNASSIGNED: Upper limb lymphedema is one of the most common adverse events related to surgery owing to the large gap between guideline implementation and the intended clinical outcomes. However, the monitoring of limb lymphedema remains challenging because of vague clinical presentations. This study aimed to develop and validate practical predictive models for upper limb lymphedema through machine learning.
    UNASSIGNED: We retrospectively collected clinical data to develop models for early risk prediction of upper limb lymphedema based on a single-center electronic health record data from patients who underwent breast cancer surgery from June 2021 through June 2023. For prediction model building, 70% and 30% of the data were randomly split into training and testing sets, respectively. We then developed an upper limb lymphedema prediction model using machine learning algorithms, which included random forest model (RFM), generalized logistic regression model (GLRM), and artificial neural network model (ANNM). For evaluating the model\'s performance, we used the area under the receiver operating characteristic curve (AUROC), calibration curve to compare different models. The potential clinical usefulness of the best model at the best threshold was assessed through a net benefit approach using a decision curve analysis (DCA).
    UNASSIGNED: Of the 3201 patients screened for eligibility, 3160 participants were recruited for the prediction model. Among these, Body Mass Index (BMI), hypertension, TNM, lesion site, level of lymph node dissection(LNMD), treatment, and nurse were independent risk factors for upper limb lymphedema and were listed as candidate variables of ML-based prediction models. The RFM algorithm, in combination with seven candidate variables, demonstrated the highest prediction efficiency in both the training and internal verification sets, with an area under the curve (AUC) of 0.894 and 0.889 and a 95% confidence interval (CI) of 0.839-0.949 and 0.834-0.944, respectively. The other two types of prediction models had prediction efficiencies between AUCs of 0.731 and 0.819 and 95% CIs of 0.674-0.789 and 0.762-0.876, respectively.
    UNASSIGNED: The interpretable predictive model helps physicians more accurately predict the upper limb lymphedema risk in patients undergoing breast cancer surgery. Especially for the RFM, this newly established machine learning-based model has shown good predictive ability for distinguishing high risk of upper limb lymphedema, which could facilitate future clinical decisions, hospital management, and improve outcomes.
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  • 文章类型: Journal Article
    背景:前哨淋巴结活检可降低新辅助治疗(NACT)后达到腋窝病理完全缓解的临床淋巴结阳性乳腺癌患者的发病率。降级试验主要针对cN1疾病,CN2疾病代表性不足。这项研究评估了降低升级在cN2乳腺癌患者中的作用。
    方法:国家癌症数据库(2013-2020)的回顾性分析包括18岁以上的T1-2浸润性乳腺癌和临床N2疾病的女性,她们接受NACT,然后接受ALND或SLNB,然后接受ALND。主要结果是NACT后的病理淋巴结状态。
    结果:在5852名接受治疗的cN2患者中,18.15%达到ypN0,0.97%有分离的肿瘤细胞,19.14%为ypN1,49.64%为ypN2,12.20%为ypN3。实现ypN0与乳房pCR相关,HER2阳性和三阴性受体状态,cT2肿瘤,和年轻的年龄。
    结论:尽管一些患有cN2疾病的患者达到ypN0,但大多数患者在NACT后表现出残留的腋窝疾病。这些发现表明,对于大多数患有cN2疾病的患者来说,腋窝降级可能是不可行的。强调精心选择和评估患者的重要性。
    BACKGROUND: Sentinel lymph node biopsy reduces morbidity in patients with clinically node-positive breast cancer who achieve axillary pathologic complete response following neoadjuvant therapy (NACT). De-escalation trials primarily addressed cN1 disease, with underrepresentation of cN2 disease. This study evaluates the role of de-escalation in patients with cN2 breast cancer.
    METHODS: A retrospective analysis of the National Cancer Database (2013-2020) included women over 18 with T1-2 invasive breast cancer and clinical N2 disease who received NACT followed by ALND or SLNB then ALND. The primary outcome was pathologic nodal status post-NACT.
    RESULTS: Of 5852 cN2 patients treated, 18.15 ​% achieved ypN0, 0.97 ​% had isolated tumor cells, 19.14 ​% were ypN1, 49.64 ​% were ypN2, and 12.20 ​% were ypN3 following NACT. Achieving ypN0 was associated with pCR in the breast, HER2-positive and triple-negative receptor status, cT2 tumors, and younger age.
    CONCLUSIONS: Despite some patients with cN2 disease achieving ypN0, most exhibited residual axillary disease post-NACT. These findings indicate that axillary de-escalation may not be feasible for most patients with cN2 disease, underscoring the importance of meticulous patient selection and assessment.
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  • 文章类型: Journal Article
    背景:术后恶心和呕吐仍然是Türkiye和世界某些地区尚未解决的问题,影响患者康复过程的质量,降低总体满意度。
    目的:本研究是一项描述性调查,目的是比较乳腺癌手术后恶心和呕吐的发生率与Apfel和Koivuranta提出的恶心和呕吐风险评分。
    方法:这项研究是对2019年8月31日至2021年5月31日期间在大学医院普外科服务机构接受乳腺癌手术的100名患者进行的。研究人员开发的患者信息表格,Apfel恶心和呕吐风险评分,和Koivuranta恶心和呕吐风险评分被用作数据收集工具。
    结果:发现61%的患者在术后最初24小时内出现恶心和呕吐。发现年龄之间存在显着相关性,术后阿片类药物的使用,晕动病或PONV病史,恶心和呕吐(p<0.05)。获得的Apfel评分的灵敏度为80%,特异性为46%,AUC值为0.686。Koivuranta评分的敏感度为80%,特异性为35%,AUC值为0.675(p<0.05)。
    结论:据观察,乳腺癌手术后患者恶心和呕吐的发生率很高,Apfel和Koivuranta风险评分同样适用于预测术后恶心和呕吐。
    BACKGROUND: Post-operative nausea and vomiting remain an unresolved concern in Türkiye and some parts of the world, impacting the quality of the patient\'s recovery process and diminishing overall satisfaction.
    OBJECTIVE: This study was conducted as a descriptive investigation to compare the incidence of nausea and vomiting following breast cancer surgery with the nausea and vomiting risk scores proposed by Apfel and Koivuranta.
    METHODS: This study was conducted with 100 patients admitted to the General Surgery service of a university hospital between 31 August 2019 and 31 May 2021 for breast cancer surgery. The patient information form developed by the researchers, Apfel Nausea and Vomiting Risk Score, and Koivuranta Nausea and Vomiting Risk Score were used as data collection tools.
    RESULTS: It was identified that 61% of the patients experienced nausea and vomiting within the initial 24 h following surgery. A significant correlation was found between age, post-operative opioid use, motion sickness or history of PONV, and nausea and vomiting (p < 0,05). The sensitivity of the Apfel score obtained was 80%, the specificity was 46%, and the AUC value was 0.686. The sensitivity of the Koivuranta score was 80%, the specificity was 35%, and the AUC value was 0.675 (p < 0.05).
    CONCLUSIONS: It has been observed that patients experience high rates of nausea and vomiting after breast cancer surgery and that the Apfel and Koivuranta Risk Scores are equally applicable in predicting post-operative nausea and vomiting.
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  • 文章类型: Journal Article
    浸润性小叶乳腺癌(ILC)在外科治疗领域提出了独特的挑战和考虑因素。以其独特的组织学特征为特征,包括E-cadherin表达的丧失和粘附生长模式的缺失,ILC经常给临床医生带来诊断和治疗困境。这篇摘要探讨了ILC的外科景观,专注于其流行病学,临床表现,诊断方式,和手术干预。强调个体化治疗策略的重要性,这种叙述深入研究了手术决策的细微差别,包括保乳手术与乳房切除术的作用,腋窝分期,以及保证金地位的意义。此外,手术技术的进步,如肿瘤增生入路和前哨淋巴结活检,在优化肿瘤学结果和保留美容的背景下进行检查。通过对当前文献和临床指南的全面回顾,本综述旨在提供对浸润性小叶乳腺癌治疗固有的手术考虑因素的细微差别理解.
    Invasive lobular breast cancer (ILC) presents unique challenges and considerations in the realm of surgical management. Characterized by its distinct histological features, including the loss of E-cadherin expression and dys-cohesive growth pattern, ILC often poses diagnostic and therapeutic dilemmas for clinicians. This abstract explores the surgical landscape of ILC, focusing on its epidemiology, clinical presentation, diagnostic modalities, and surgical interventions. Emphasizing the importance of individualized treatment strategies, this narrative delves into the nuances of surgical decision-making, including the role of breast-conserving surgery versus mastectomy, axillary staging, and the significance of margin status. Additionally, advancements in surgical techniques, such as oncoplastic approaches and sentinel lymph node biopsy, are examined in the context of optimizing oncologic outcomes and preserving cosmesis. Through a comprehensive review of current literature and clinical guidelines, this overview aims to provide a nuanced understanding of the surgical considerations inherent to the management of invasive lobular breast cancer.
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  • 文章类型: Journal Article
    目的:使用健壮的共识方法与有乳腺癌患者经验的人达成一致,以改善英国乳腺癌手术患者的信息和支持。
    方法:对患者和护理人员提交的乳腺癌手术信息和支持相关的研究不确定性进行了主题分析,以生成摘要问题纳入在线Delphi调查。患有乳腺癌的人完成了两次Delphi回合,包括反馈,他们从提供的列表中选择了他们的十大研究重点。在面对面的优先排序研讨会上讨论了调查中排名最高的优先事项,并在会上商定了最终的前10名。
    结果:将156名患者/护理人员提交的543个不确定因素分类为63个汇总问题,纳入Delphi调查。在完成第一轮的237人中,有190人(80.2%)参加了第二轮。前25个调查问题在现场优先讨论研讨会上进行了讨论,来自英国各地的17名参与者同意了最终的前10名研究优先事项。关键主题包括确保患者充分了解所有治疗方案,并给予平衡,量身定制的信息,以支持明智的决策并增强其恢复能力。包括对称对侧乳房切除术在内的治疗方法的公平性也被认为是研究的重点。
    结论:该过程确定了十大研究重点,以改善乳腺癌手术患者的信息和支持。现在需要开展研究来解决这些重要问题。
    OBJECTIVE: To use robust consensus methods with individuals with lived breast cancer experience to agree the top 10 research priorities to improve information and support for patients undergoing breast cancer surgery in the UK.
    METHODS: Research uncertainties related to information and support for breast cancer surgery submitted by patients and carers were analysed thematically to generate summary questions for inclusion in an online Delphi survey. Individuals with lived breast cancer experience completed two Delphi rounds including feedback in which they selected their top 10 research priorities from the list provided. The most highly ranked priorities from the survey were discussed at an in-person prioritisation workshop at which the final top 10 was agreed.
    RESULTS: The 543 uncertainties submitted by 156 patients/carers were categorised into 63 summary questions for inclusion in the Delphi survey. Of the 237 individuals completing Round 1, 190 (80.2%) participated in Round 2. The top 25 survey questions were carried forward for discussion at the in-person prioritisation workshop at which 17 participants from across the UK agreed the final top 10 research priorities. Key themes included ensuring patients were fully informed about all treatment options and given balanced, tailored information to support informed decision-making and empower their recovery. Equity of access to treatments including contralateral mastectomy for symmetry was also considered a research priority.
    CONCLUSIONS: This process has identified the top 10 research priorities to improve information and support for patients undergoing breast cancer surgery. Work is now needed to develop studies to address these important questions.
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  • 文章类型: Journal Article
    目的:本研究旨在确定乳腺癌手术前视频辅助教育对患者焦虑和舒适度的影响。
    方法:非随机,控制,采用准实验模型。
    方法:本研究在某公立医院普外科门诊进行。70名患者自愿参加了这项研究,其中35个在对照(CG)中,35个在实验组(EG)中。在对CG进行常规治疗和护理的同时,还向EG提供了视频辅助教育。数据是使用个人信息表格收集的,状态特质焦虑量表(STAI),和一般舒适问卷(GCQ)。两组患者术前第一天填写STAI和GCQ,术后第二天STAI-S和GCS,术后第十天STAI-S。P<0.05为统计学显著性值。
    结果:两组在描述性特征和术前焦虑评分方面相似(P>.05)。术后第2天和第10天,CG的焦虑评分(43.97±9.42和39.45±3.88)明显高于EG(33.29±4.94和33.31±3.01)(P<0.05)。就GCQ的平均得分及其舒适度分量表而言,术前舒适度低于术后舒适度(P<0.05)。
    结论:术前视频辅助教育降低了EG患者的焦虑水平,提高了舒适度。我们得出的结论是,使用视频辅助教育来减轻乳腺癌手术患者的焦虑和增加舒适度将是有益的。
    OBJECTIVE: This study aimed to determine the effects of video-assisted education given before breast cancer surgery on patients\' anxiety and comfort.
    METHODS: A nonrandomized, controlled, quasi-experimental model was used.
    METHODS: The study was conducted in the general surgery clinic of a public hospital. Seventy patients voluntarily participated in the study, 35 of them were in the Control (CG) and 35 of them were in the Experimental Group (EG). While routine treatment and care were given to CG, a video-assisted education was also provided to EG. The data were collected using the Personal Information Form, State-Trait Anxiety Inventory (STAI), and General Comfort Questionnaire (GCQ). The patients in both groups filled in the STAI and GCQ on the first day preoperatively, STAI-S and GCS on the second postoperative day and STAI-S on the tenth day after surgery. P < .05 was accepted as a statistical significance value.
    RESULTS: The groups were similar in terms of descriptive features and preoperative anxiety scores (P > .05). Postoperative second and tenth-day anxiety scores were significantly higher in CG (43.97 ± 9.42 and 39.45 ± 3.88) compared to EG (33.29 ± 4.94 and 33.31 ± 3.01) (P < .05). In terms of the mean scores of the GCQ and its subscales of comfort, preoperative comfort was found to be lower than postoperative comfort level (P < .05).
    CONCLUSIONS: Preoperative video-assisted education decreased the anxiety level and increased the comfort level in EG. We conclude that the use of video-assisted education in reducing anxiety and increasing the perception of comfort in breast cancer surgery patients would be beneficial.
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  • 文章类型: Journal Article
    浸润性小叶癌(ILC)是乳腺癌中最常见的特殊类型,占所有乳腺恶性肿瘤的15%。ILC的独特生物学特征包括细胞粘附分子E-cadherin的丢失,这驱动了肿瘤特有的盘状生长模式,细胞排列在单个文件中,分散在整个基质中。通常,这种肿瘤起源于小叶,与浸润性导管癌(IDC)相比,更常见的是双侧的,并且需要通过成像进行更准确的诊断检查。它们是分子亚型的管腔,并表现出雌激素和孕激素受体阳性和HER2阴性,因此,对新辅助疗法的反应更加不可预测。针对这种独特的乳腺癌亚型的研究显着增加,包括对其病理学的研究,其临床和手术管理,以及其基因组图谱的高分辨率定义,以及新的治疗观点的发展。这篇综述将总结这种独特的疾病的异质性模式,重点关注其全面临床管理中的挑战以及未来的见解和研究目标。
    Invasive lobular cancer (ILC) is the most common of the breast cancer special types, accounting for up to 15% of all breast malignancies. The distinctive biological features of ILC include the loss of the cell adhesion molecule E-cadherin, which drives the tumor\'s peculiar discohesive growth pattern, with cells arranged in single file and dispersed throughout the stroma. Typically, such tumors originate in the lobules, are more commonly bilateral compared to invasive ductal cancer (IDC) and require a more accurate diagnostic examination through imaging. They are luminal in molecular subtype, and exhibit estrogen and progesterone receptor positivity and HER2 negativity, thus presenting a more unpredictable response to neoadjuvant therapies. There has been a significant increase in research focused on this distinctive breast cancer subtype, including studies on its pathology, its clinical and surgical management, and the high-resolution definition of its genomic profile, as well as the development of new therapeutic perspectives. This review will summarize the heterogeneous pattern of this unique disease, focusing on challenges in its comprehensive clinical management and on future insights and research objectives.
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  • 文章类型: Journal Article
    背景:妊娠期严重恶心和呕吐(SNVP)病史是术后恶心和呕吐(PONV)的危险因素。本研究旨在探索SNVP风险相关PONV的潜在有效治疗策略和潜在遗传因素。
    方法:将140例接受乳腺癌手术的女性患者分为研究组(70例接受SNVP)或对照组(70例妊娠期间轻度至中度恶心和呕吐(MNVP))。每组患者被随机分配到两个不同的治疗亚组,并接受昂丹司琼加地塞米松(OD)或ODTEAS(ODT)(经皮穴位电刺激,TEAS)。在诱导前(D0)和手术后24小时(D1)收集患者的血样用于生长分化因子15(GDF-15)评估。主要结果是36小时内PONV的发生率。次要结果是血清GDF-15水平。
    结果:24h内SNVP组PONV的发生率明显高于MNVP组(P<0.005)。在SNVP组中,ODT治疗的患者在6-12h(P=0.033)和12-24h(P=0.008)间隔内的PONV低于OD治疗组,在6小时内,ODT治疗组的呕吐病例较少(SNVP-ODT与SNVP-OD,7/33vs.19/35,P=0.005)。SNVP患者术前血清GDF-15水平明显增高(P=0.004)。此外,术前血清GDF-15水平升高与PONV发生率升高相关(P=0.043).
    结论:TEAS对SNVP患者PONV治疗有显著疗效。较高的血清GDF-15水平与SNVP病史相关,以及更高的PONV风险。
    BACKGROUND: A history of severe nausea and vomiting during pregnancy (SNVP) is a risk factor for postoperative nausea and vomiting (PONV). This study aimed to explore potentially effective treatment strategies and potential genetic factors underlying SNVP risk-related PONV.
    METHODS: A total of 140 female patients undergoing breast cancer surgery were assigned to either the study group (70 with SNVP) or the control group (70 with mild to moderate nausea and vomiting during pregnancy (MNVP)). Patients in each group were randomly assigned to two different treatment subgroups and received either ondansetron plus dexamethasone (OD) or OD + TEAS (ODT) (transcutaneous electrical acupoint stimulation, TEAS). Blood samples were collected from patients before induction (D0) and 24 h (D1) after surgery for growth differentiation factor 15 (GDF-15) evaluation. The primary outcome was the incidence of PONV within 36 h. The secondary outcome was the serum GDF-15 level.
    RESULTS: The incidence of PONV in the SNVP group was significantly higher than that in the MNVP group within 24 h (P < 0.005). In the SNVP group, ODT-treated patients had less PONV than those in the OD-treated group during the 6-12 h (P = 0.033) and 12-24 h (P = 0.008) intervals, while within 6 h, there were fewer vomiting cases in the ODT-treated group (SNVP-ODT vs. SNVP-OD, 7/33 vs. 19/35, P = 0.005). The preoperative GDF-15 serum levels in patients with SNVP were significantly higher (P = 0.004). Moreover, higher preoperative GDF-15 serum levels correlated with a higher incidence of PONV (P = 0.043).
    CONCLUSIONS: TEAS showed significant effect on PONV treatment in patients with SNVP. A higher serum GDF-15 level was associated with a history of SNVP, as well as a higher risk of PONV.
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  • 文章类型: Journal Article
    淋巴结(LN)状态是乳腺癌(BC)患者的重要预后因素,在手术和治疗计划中具有重要作用。最近,我们已经开发了一种新的系统,用于BC患者的实时术中LN电扫描。通过LN的病理评估来校准ELS评分。在这里,我们在一项针对非化疗乳腺癌患者的前瞻性研究中评估了ELS的疗效.这是一项前瞻性研究,其中对于基于永久性病理学作为金标准宣布LN清除或参与的病理学家来说,ELS评分是盲目的。术中获得ELS和冰冻切片(FS)病理结果,样本被送去永久病理学检查。ELS的评分并不影响外科医生的决定,根据FS病理和术前资料进行治疗,如成像和可能的活检。从2021年10月到2022年11月招募患者,研究中纳入了97名患者的381个淋巴结。在这项研究中,我们招募了38例前哨淋巴结活检(SLNB)患者(39.2%)和59例ALND患者(60.8%)。在ELS评分的381个LN中,329个前哨LN接受常规病理检查,而其他人(n=52)同时经历了FS和永久性病理。ELS对淋巴结阳性患者的敏感性为91.4%,当考虑所有LN时,下降到84.8%。使用ROC分析,ELS诊断显示,与永久性病理学金标准相比,AUC为0.878。比较不同肿瘤类型和LN大小的ELS诊断差异无统计学意义。而LN大小的增加与ELS敏感性的增强相关。这项研究证实了ELS在非化疗乳腺癌患者的实时淋巴结检测中的疗效。使用ELS病理评分术中LN诊断,尤其是在没有FS病理或非前哨LN受累的情况下,可以通过减少不必要的解剖来改善预后并减少并发症。
    Lymph node (LN) status is an essential prognostic factor in breast cancer (BC) patients, with an important role in the surgical and therapeutic plan. Recently, we have been developed a novel system for real-time intra-operative electrical LN scanning in BC patients. The ELS scores were calibrated by pathological evaluation of the LNs. Herein, we evaluated the efficacy of ELS in a prospective study for non-chemo-treated breast cancer patients. This is a prospective study in which ELS scores are blind for pathologists who declare the clearance or involvement of LNs based on permanent pathology as the gold standard. ELS and frozen-section (FS) pathology results were achieved intra-operatively, and samples were sent for the permanent pathology. The score of ELS did not affect the surgeons\' decision, and the treatment approach was carried out based on FS pathology and pre-surgical data, such as imaging and probable biopsies. Patients were recruited from October 2021 through November 2022, and 381 lymph nodes of 97 patients were included in the study. In this study we recruited 38 patients (39.2%) with sentinel lymph node biopsy (SLNB) and 59 patients (60.8%) with ALND. Of the 381 LNs scored by ELS, 329 sentinel LNs underwent routine pathology, while others (n = 52) underwent both FS and permanent pathology. ELS showed a sensitivity of 91.4% for node-positive patients, decreasing to 84.8% when considering all LNs. Using ROC analysis, ELS diagnosis showed a significant AUC of 0.878 in relation to the permanent pathology gold standard. Comparison of ELS diagnosis for different tumor types and LN sizes demonstrated no significant differences, while increasing LN size correlated with enhanced ELS sensitivity. This study confirmed ELS\'s efficacy in real-time lymph node detection among non-chemo-treated breast cancer patients. The use of ELS\'s pathological scoring for intra-operative LN diagnosis, especially in the absence of FS pathology or for non-sentinel LN involvement, could improve prognosis and reduce complications by minimizing unnecessary dissection.
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