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Pretreatment Axillary Nodal Volume as a Prognostic Factor for Breast Cancer 腋窝淋巴结体积预处理作为乳腺癌的预后因素
IF 1.9 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2025-04-23 DOI: 10.1155/tbj/1823771
Yuri Jeong, Jung Hoon Kim, Su Ssan Kim, Jinhong Jung, Ji Hyeon Joo, Hwa Jung Kim, Hak Hee Kim, Joo Hee Cha, Hee Jung Shin, Seung Do Ahn

Background and Objectives: We evaluated the prognostic value of pretreatment axillary nodal volume in breast cancer patients treated with neoadjuvant systemic therapy.

Methods: We retrospectively reviewed 302 breast cancer patients with biopsy-proven axillary LN involvement who received neoadjuvant systemic therapy. Axillary nodal volumes were obtained from pretreatment magnetic resonance imaging. Univariate and multivariate analyses for disease-free survival (DFS) and overall survival (OS) rates were conducted.

Results: The median follow-up period was 57.0 months, and 5-year DFS and OS rates were 81.6% and 91.9%, respectively. Pretreatment axillary nodal volume ranged from 0.2 mL to 134.2 mL, and the first tertile (2.6 mL) and fifth quintile (12.0 mL) were chosen as the optimal cutoff points for survival outcomes. In the multivariate analysis, nodal volume (< 2.6 mL vs. 2.6–12.0 mL vs. ≥ 12.0 mL) was a significant prognostic factor for DFS (5-year DFS, 90.1% vs. 79.6% vs. 72.2%) and OS (5-year OS, 97.9% vs. 90.9% vs. 84.2%), whereas the N stage was not.

Conclusions: In breast cancer patients treated with neoadjuvant systemic therapy, larger pretreatment axillary nodal volume was associated with poor survival outcomes.

背景和目的:我们评估腋窝淋巴结体积预处理在乳腺癌患者接受新辅助全身治疗中的预后价值。方法:我们回顾性分析了302例活检证实腋窝淋巴结受累并接受新辅助全身治疗的乳腺癌患者。腋窝淋巴结体积通过预处理磁共振成像获得。对无病生存(DFS)和总生存(OS)率进行单因素和多因素分析。结果:中位随访期为57.0个月,5年DFS和OS率分别为81.6%和91.9%。预处理腋窝淋巴结体积范围为0.2 mL至134.2 mL,选择第一分位数(2.6 mL)和第五分位数(12.0 mL)作为生存结果的最佳截止点。在多变量分析中,淋巴结体积(<;2.6 mL vs. 2.6 - 12.0 mL vs.≥12.0 mL)是DFS(5年DFS, 90.1% vs. 79.6% vs. 72.2%)和OS(5年OS, 97.9% vs. 90.9% vs. 84.2%)的重要预后因素,而N期则不是。结论:在接受新辅助全身治疗的乳腺癌患者中,较大的预处理腋窝淋巴结体积与较差的生存结果相关。
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引用次数: 0
Florid Lobular Carcinoma In Situ: Imaging Characteristics and Pathologic Upgrade Rates on Surgical Excision 红肿小叶原位癌:影像学特征和手术切除后的病理升级率
IF 1.9 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2025-03-30 DOI: 10.1155/tbj/3580992
Anshumi Desai, Susan B. Kesmodel, Barbara Susnik, Neha Goel, Yara Feliciano, Carmen Gomez-Fernandez, Youley Tjendra

Background: Florid lobular carcinoma in situ is an uncommon lobular neoplasia variant that is frequently associated with invasive carcinoma. However, there remains a paucity of information to guide management. The authors aimed to study imaging features associated with pathologic upgrade rates for patients with florid lobular carcinoma in situ identified on core biopsy undergoing surgical excision.

Methods: Patients with florid lobular carcinoma in situ on core biopsy were selected from an institutional pathology database. Patients were excluded if pleomorphic lobular carcinoma in situ was also present on core biopsy. Clinical, radiologic, and pathologic features for each case were reviewed focusing on imaging features which led to core biopsy and those associated with pathologic upgrade on surgical excision.

Results: Eighteen cases of florid lobular carcinoma in situ underwent surgical excision. Upgrade rates on surgical excision were higher in cases with suspicious calcifications (8/11, 73%, p = 0.049) compared to those without (1/7, 14.3%) and in cases with larger breast lesions (p = 0.011). The overall upgrade rate was 50% (9/18), 89% (8/9) with invasive lobular carcinoma and 11% (1/9) with ductal carcinoma in situ. Of the 8 cases with upgrade to invasive lobular carcinoma, 7/8 (87.5%) were Stage I cancers and only 1/8 (12.5%) had macroscopic lymph node involvement and was upgraded to Stage II.

Conclusion: Florid lobular carcinoma in situ on core biopsy had an upgrade rate on surgical excision of 50% overall, with 89% of these cases upgraded to invasive lobular carcinoma. Pathologic upgrade was seen more frequently with suspicious calcifications and larger breast lesions. These findings can help guide surgical management of this uncommon lobular neoplasia variant including planning extent of excision and consideration for lymph node evaluation.

背景:花状小叶原位癌是一种罕见的小叶肿瘤变体,常与浸润性癌相关。然而,指导管理的信息仍然缺乏。作者的目的是研究在手术切除的核心活检中发现的红肿小叶原位癌患者与病理升级率相关的影像学特征。方法:从一个机构的病理数据库中选择核心活检的红小叶原位癌患者。如果在核心活检中也出现多形性小叶原位癌,则排除患者。我们回顾了每个病例的临床、放射学和病理特征,重点是导致核心活检的影像学特征和与手术切除的病理升级相关的影像学特征。结果:18例红叶原位癌均行手术切除。可疑钙化患者的手术升级率(8/ 11,73%,p = 0.049)高于无钙化患者(1/ 7,14.3%)和乳腺病变较大的患者(p = 0.011)。总体升级率为50%(9/18),浸润性小叶癌为89%(8/9),导管原位癌为11%(1/9)。在8例升级为浸润性小叶癌的病例中,7/8(87.5%)为I期肿瘤,只有1/8(12.5%)有肉眼淋巴结受累而升级为II期。结论:核心活检显示的红血球小叶原位癌在手术切除后的升级率为50%,其中89%的病例升级为浸润性小叶癌。病理升级多见于可疑的钙化和较大的乳腺病变。这些发现可以帮助指导这种罕见小叶瘤变的手术治疗,包括计划切除范围和考虑淋巴结评估。
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引用次数: 0
Rare Histological Types of Breast Cancer: A Single-Center Experience 罕见的组织学类型乳腺癌:单中心经验
IF 1.9 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2025-03-09 DOI: 10.1155/tbj/1179914
Mehmet Furkan Sağdıç, Cihangir Özaslan

Background: Breast carcinoma is divided into at least 21 separate histologies, according to the 2019 World Health Organization (WHO) classification. The present study is dedicated to a 5% or rarer group of all breast cancer cases.

Method: In this study, we retrospectively considered the data of 4550 patients operated on for breast carcinoma at the Ankara Oncology Training and Research Hospital of the University of Health Sciences between January 2018 and February 2024. Of those cases, 401 were discovered to have rare breast cancer types. We also explored the cases by clinicopathological features, overall survival (OS), and disease-free survival (DFS).

Results: Our findings revealed a total of 10 rare breast cancer types in patients explored: mucinous carcinoma, micropapillary carcinoma, papillary group carcinomas, metaplastic carcinoma, neuroendocrine carcinoma, tubular carcinoma, cribriform carcinoma, apocrine carcinoma, acinic cell carcinoma, and secretory carcinoma. While mucinous, tubular, cribriform, papillary group carcinomas, micropapillary, and secretory carcinomas are described as types associated with good prognosis, metaplastic, neuroendocrine, apocrine, and carcinomas are described as types associated with relatively poor prognosis.

Conclusion: Scrutinizing the clinicopathological features of rare breast cancer types altogether may be the distinct contribution of this paper to the relevant literature and future research.

背景:根据2019年世界卫生组织(WHO)的分类,乳腺癌至少分为21种不同的组织学。目前的研究是针对5%或更少的乳腺癌病例。方法:在本研究中,我们回顾性分析了2018年1月至2024年2月在健康科学大学安卡拉肿瘤培训和研究医院接受乳腺癌手术的4550例患者的资料。在这些病例中,401例被发现患有罕见的乳腺癌类型。我们还对病例的临床病理特征、总生存期(OS)和无病生存期(DFS)进行了探讨。结果:本研究共发现了10种罕见的乳腺癌类型:粘液癌、微乳头状癌、乳头状群癌、化生癌、神经内分泌癌、小管癌、筛状癌、大汗腺癌、腺泡细胞癌和分泌性癌。黏液癌、管状癌、筛状癌、乳头状组癌、微乳头状癌和分泌性癌被描述为预后良好的类型,而化生癌、神经内分泌癌、大汗腺癌被描述为预后相对较差的类型。结论:全面探讨罕见乳腺癌类型的临床病理特征可能是本文对相关文献和未来研究的独特贡献。
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引用次数: 0
Development of a Prognostic Score in Patients With Advanced Breast Cancer Treated for Meningeal Carcinomatosis 晚期乳腺癌脑膜癌患者预后评分的发展
IF 1.9 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2025-03-07 DOI: 10.1155/tbj/5438600
Grégoire Narjoux, Juliette Mainguené, Marie-Noëlle Guilhaume, Olivier Brenet, Edith Borcoman, Laurence Escalup, Hélène Salaun, Pauline Moreau, Anne-Sophie Bouyer, Paul Cottu

Purpose: Meningeal carcinomatosis (MC) has a dismal prognosis in patients with breast cancer and requires invasive therapies. The aim of the present retrospective study was to determine a prognostic score for overall survival (OS) in patients with breast cancer and treated for MC.

Methods: The data of 109 patients with proven breast cancer MC treated with at least one intrathecal (IT) injection of methotrexate or thiotepa at Institut Curie were retrospectively recorded from 2011 to 2019. We developed prognostic clinical scores for OS and 24-week survival.

Results: The diagnosis and evaluation of MC were based on a combination of clinical, imaging, and laboratory studies. Three significant prognostic factors for OS were identified. Clinical response or stabilization after one month of IT therapy had a favorable independent prognostic value for both OS and 24-week survival. Additionally, a baseline CSF Cyfra 21-1 concentration lower than 79 ng/mL in the cerebrospinal fluid (CSF) and the absence of 1-month CSF malignant cells had borderline favorable independent prognostic value for OS and 24-week survival, respectively. We constructed 2-class and 3-class prognostic scores for each outcome, identifying a population with a very poor prognosis.

Conclusions: To our knowledge, this is the first study to develop a response-based prognosis score for patients with breast cancer-related MC. This one-month prognostic score may help to determine which patient could actually benefit from prolonged IT therapy.

目的:乳腺癌患者脑膜癌(MC)预后差,需要侵入性治疗。本回顾性研究的目的是确定乳腺癌并接受MC治疗的患者的总生存期(OS)的预后评分。方法:回顾性记录2011年至2019年居里研究所109例经证实的乳腺癌MC患者的数据,这些患者接受了至少一次甲氨蝶呤或硫替帕鞘内注射。我们制定了OS和24周生存期的预后临床评分。结果:MC的诊断和评估是基于临床、影像学和实验室研究的结合。确定了OS的三个重要预后因素。IT治疗一个月后的临床反应或稳定对OS和24周生存均具有良好的独立预后价值。此外,脑脊液(CSF)中Cyfra 21-1的基线浓度低于79 ng/mL,以及1个月脑脊液中没有恶性细胞,分别对OS和24周生存具有边缘性有利的独立预后价值。我们为每个结果构建了2级和3级预后评分,以确定预后极差的人群。结论:据我们所知,这是第一个为乳腺癌相关MC患者开发基于反应的预后评分的研究。这个一个月的预后评分可能有助于确定哪些患者实际上可以从延长的IT治疗中受益。
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引用次数: 0
Identification of the Molecular Subtype and Prognostic Characteristics of Breast Cancer Based on Tumor-Infiltrating Regulatory T Cells 基于肿瘤浸润调节性T细胞的乳腺癌分子亚型和预后特征鉴定
IF 1.9 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2025-03-05 DOI: 10.1155/tbj/6913291
Jianying Ma, Gang Hu, Lianghong Kuang, Zhongzhong Zhu

Background: T regulatory cells (Tregs) are essential for preserving immune tolerance. They are present in large numbers in many tumors, hindering potentially beneficial antitumor responses. However, their predictive significance for breast cancer (BC) remains ambiguous. This study aimed to explore genes associated with Tregs and develop a prognostic signature associated with Tregs.

Methods: The gene expression and clinical data on BC were obtained from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) databases. The integration of CIBERSORT and weighted correlation network analysis (WGCNA) algorithms was utilized to identify modules associated with Tregs. The consensus cluster algorithm was utilized to create molecular subtypes determined by genes associated with Tregs. Then, a prognostic signature associated with Tregs was constructed and its relationship to tumor immunity and the prognosis was evaluated.

Results: The blue module genes exhibited the most significant correlation with Tregs, and 1080 genes related to Tregs were acquired. A total of 93 genes from the TCGA dataset were found to have a significant impact on patient prognosis. Samples from BC were categorized into two clusters by consensus cluster analysis. The overall survival, immune checkpoint genes, molecular subtype, and biological behaviors varied significantly between these two subtypes. A 10-gene signature developed from differentially expressed genes between two subtypes demonstrated consistent prognostic accuracy in both TCGA and GEO datasets. It functioned as a standalone prognostic marker for individuals with BC. In addition, patients with low risk are more inclined to exhibit increased immune cell infiltration, TME score, and tumor mutation burden (TMB). Meanwhile, Individuals classified within the low-risk group showed better responses to immunotherapies compared to their counterparts in the high-risk group.

Conclusions: The prognostic model derived from Tregs-related genes could aid in assessing the prognosis, guiding personalized treatment, and potentially enhancing the clinical outcomes for patients with BC.

背景:T调节性细胞(Tregs)对维持免疫耐受至关重要。它们在许多肿瘤中大量存在,阻碍了潜在的有益抗肿瘤反应。然而,它们对乳腺癌(BC)的预测意义仍不明确。本研究旨在探索与Tregs相关的基因,并开发与Tregs相关的预后特征。方法:从Cancer Genome Atlas (TCGA)和gene expression Omnibus (GEO)数据库中获取BC的基因表达和临床资料。结合CIBERSORT和加权相关网络分析(WGCNA)算法,识别与treg相关的模块。利用共识聚类算法创建由Tregs相关基因决定的分子亚型。然后,构建与Tregs相关的预后特征,并评估其与肿瘤免疫和预后的关系。结果:蓝色模块基因与Tregs相关性最显著,共获得1080个与Tregs相关的基因。从TCGA数据集中共发现93个基因对患者预后有显著影响。通过一致聚类分析,将BC省样本分为两类。总生存率、免疫检查点基因、分子亚型和生物学行为在这两种亚型之间存在显著差异。在TCGA和GEO数据集中,从两种亚型之间的差异表达基因开发的10个基因特征显示出一致的预后准确性。它作为BC患者的独立预后指标。此外,低风险患者更倾向于表现出更高的免疫细胞浸润、TME评分和肿瘤突变负担(TMB)。与此同时,与高风险组相比,低风险组的个体对免疫疗法表现出更好的反应。结论:由tregs相关基因衍生的预后模型有助于评估预后,指导个性化治疗,并有可能提高BC患者的临床预后。
{"title":"Identification of the Molecular Subtype and Prognostic Characteristics of Breast Cancer Based on Tumor-Infiltrating Regulatory T Cells","authors":"Jianying Ma,&nbsp;Gang Hu,&nbsp;Lianghong Kuang,&nbsp;Zhongzhong Zhu","doi":"10.1155/tbj/6913291","DOIUrl":"https://doi.org/10.1155/tbj/6913291","url":null,"abstract":"<div>\u0000 <p><b>Background:</b> T regulatory cells (Tregs) are essential for preserving immune tolerance. They are present in large numbers in many tumors, hindering potentially beneficial antitumor responses. However, their predictive significance for breast cancer (BC) remains ambiguous. This study aimed to explore genes associated with Tregs and develop a prognostic signature associated with Tregs.</p>\u0000 <p><b>Methods:</b> The gene expression and clinical data on BC were obtained from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) databases. The integration of CIBERSORT and weighted correlation network analysis (WGCNA) algorithms was utilized to identify modules associated with Tregs. The consensus cluster algorithm was utilized to create molecular subtypes determined by genes associated with Tregs. Then, a prognostic signature associated with Tregs was constructed and its relationship to tumor immunity and the prognosis was evaluated.</p>\u0000 <p><b>Results:</b> The blue module genes exhibited the most significant correlation with Tregs, and 1080 genes related to Tregs were acquired. A total of 93 genes from the TCGA dataset were found to have a significant impact on patient prognosis. Samples from BC were categorized into two clusters by consensus cluster analysis. The overall survival, immune checkpoint genes, molecular subtype, and biological behaviors varied significantly between these two subtypes. A 10-gene signature developed from differentially expressed genes between two subtypes demonstrated consistent prognostic accuracy in both TCGA and GEO datasets. It functioned as a standalone prognostic marker for individuals with BC. In addition, patients with low risk are more inclined to exhibit increased immune cell infiltration, TME score, and tumor mutation burden (TMB). Meanwhile, Individuals classified within the low-risk group showed better responses to immunotherapies compared to their counterparts in the high-risk group.</p>\u0000 <p><b>Conclusions:</b> The prognostic model derived from Tregs-related genes could aid in assessing the prognosis, guiding personalized treatment, and potentially enhancing the clinical outcomes for patients with BC.</p>\u0000 </div>","PeriodicalId":56326,"journal":{"name":"Breast Journal","volume":"2025 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2025-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1155/tbj/6913291","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143554419","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Extreme Nipple-Sparing Mastectomy: Feasibility of Nipple Preservation and Immediate Reconstruction in Breasts Weighing Over 600 Grams in a Cohort of 43 Patients 极端保留乳头乳房切除术:43例体重超过600克的乳房保留乳头和立即重建的可行性
IF 1.9 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2025-02-22 DOI: 10.1155/tbj/6974079
Vaishali Purohit, Jasmine Dwyer, Andrea Moreira, Jenna Li, Emil Fernando, Janette Gomez, Jennifer Saldanha, Thomas Julian, Suzanne Coopey

Background: Limited data exist on complication rates in nipple-sparing mastectomy (NSM) in patients with large-volume breasts. Our aim was to evaluate the early complication rates of NSM with immediate reconstruction in a consecutive cohort of patients with large-volume breasts.

Methods: After IRB approval, patients treated with prophylactic or therapeutic NSM and immediate reconstruction from January 2020 to June 2022 at our health network were identified. Patients with breast weights > 600 g (the extreme NSM group) were compared to patients with breast weights of 600 g or less (the average-volume NSM group).

Results: A total of 184 patients underwent NSM with immediate reconstruction. Forty-three of 184 (23.37%) NSM patients had breast weights > 600 g. Of these, 30 patients had bilateral NSM, for a total of 73 breasts with volumes over 600 g, ranging from 603 to 1658 g. There were significantly more total complications in the extreme NSM compared to average-volume NSM groups (41.86% vs. 21.99%, p = 0.009852). When broken down into major and minor complications, the extreme NSM group had significantly more major complications than the average-volume NSM group (27.91% vs. 12.86%, p = 0.01072), but no difference in minor complications (13.95% vs. 9.29%, p = 0.2205). Overall, one (2.33%) patient in the extreme NSM group had a reconstruction failure, compared to three (2.14%) in the average-volume NSM group. Only two of 43 (4.65%) patients in the extreme NSM group lost their nipples due to total or partial nipple necrosis.

Conclusions: NSM with immediate reconstruction was successful in the majority of patients with large-volume breasts. The rate of nipple loss was acceptably low. Women with breast volumes larger than 600 g who are motivated to save their nipples at the time of mastectomy could be offered NSM.

背景:关于大乳房患者保留乳头乳房切除术(NSM)并发症发生率的数据有限。我们的目的是评估大乳房患者连续队列中NSM立即重建的早期并发症发生率。方法:在IRB批准后,对2020年1月至2022年6月在我们的卫生网络中接受预防性或治疗性NSM治疗并立即重建的患者进行鉴定。乳房体重>;将600 g(极端NSM组)与乳房重量为600 g或更少的患者(平均体积NSM组)进行比较。结果:184例患者行NSM手术并立即重建。184例NSM患者中43例(23.37%)存在乳房体重;600克。其中30例患者为双侧NSM,共73例乳房体积超过600g,从603到1658 g不等。极端NSM组总并发症明显多于平均NSM组(41.86% vs. 21.99%, p = 0.009852)。重度NSM组主要并发症发生率明显高于中度NSM组(27.91% vs. 12.86%, p = 0.01072),轻度并发症发生率无显著差异(13.95% vs. 9.29%, p = 0.2205)。总的来说,极端NSM组有1例(2.33%)患者重建失败,而平均容量NSM组有3例(2.14%)。极端NSM组43例患者中仅有2例(4.65%)因乳头全部或部分坏死而失去乳头。结论:在大多数大乳房患者中,NSM立即重建是成功的。乳头脱落率是可以接受的低。乳房体积大于600克的妇女在乳房切除术时有保留乳头的动机,可以提供NSM。
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引用次数: 0
Diagnosis of Benign and Malignant Newly Developed Nodules on the Surgical Side After Breast Cancer Surgery Based on Machine Learning 基于机器学习的乳腺癌手术侧新发良恶性结节诊断
IF 1.9 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2025-02-17 DOI: 10.1155/tbj/8511049
Zhixiang Wang, Qingqing Li, Yiran Wang, Linxue Qian, Xiangdong Hu, Dong Liu

Objective: To enhance the diagnostic accuracy of new nodules on the surgical side after breast cancer surgery using machine learning techniques and to explore the role of multifeature fusion.

Methods: Data from 137 breast cancer postoperative patients with new nodules from January 2016 to April 2024 were analyzed. Clinical, ultrasound, immunohistochemistry, and surgical features were combined. Multiple machine learning models, including support vector machine (SVM), random forest, gradient boosting, AdaBoost, and XGBoost, were trained and tested. Model performance was evaluated using stratified ten-fold cross-validation. Ablation experiments assessed the impact of different feature combinations on diagnostic performance.

Results: The SVM model performed best, with an AUC of 0.8664, an accuracy of 0.8099, a sensitivity of 0.565, and a specificity of 0.9267. Ablation experiments indicated that multifeature fusion significantly improved diagnostic performance, especially when combining clinical, ultrasound, immunohistochemistry, and surgical features. Gradient boosting and random forest models showed slightly inferior performance, while AdaBoost had balanced but lower effectiveness.

Conclusion: Machine learning, particularly the multifeature fusion SVM model, shows significant potential in diagnosing new nodules after breast cancer surgery. It can assist doctors in developing more effective treatment plans, improving patient outcomes. Future studies should expand sample sizes, include multicenter data, and explore advanced algorithms to further enhance diagnostic performance.

目的:利用机器学习技术提高乳腺癌术后手术侧新发结节的诊断准确性,探讨多特征融合在诊断中的作用。方法:对2016年1月至2024年4月137例乳腺癌术后新发结节患者的资料进行分析。结合临床、超声、免疫组织化学和手术特征。对支持向量机(SVM)、随机森林、梯度增强、AdaBoost、XGBoost等多个机器学习模型进行了训练和测试。采用分层十倍交叉验证评估模型性能。消融实验评估了不同特征组合对诊断性能的影响。结果:SVM模型最优,AUC为0.8664,准确率为0.8099,灵敏度为0.565,特异性为0.9267。消融实验表明,多特征融合显著提高了诊断性能,特别是当结合临床、超声、免疫组织化学和外科特征时。梯度增强模型和随机森林模型的性能略差,而AdaBoost模型的效果平衡但较低。结论:机器学习,特别是多特征融合SVM模型在乳腺癌术后新结节诊断中具有显著潜力。它可以帮助医生制定更有效的治疗计划,改善患者的治疗效果。未来的研究应扩大样本量,包括多中心数据,并探索先进的算法,以进一步提高诊断性能。
{"title":"Diagnosis of Benign and Malignant Newly Developed Nodules on the Surgical Side After Breast Cancer Surgery Based on Machine Learning","authors":"Zhixiang Wang,&nbsp;Qingqing Li,&nbsp;Yiran Wang,&nbsp;Linxue Qian,&nbsp;Xiangdong Hu,&nbsp;Dong Liu","doi":"10.1155/tbj/8511049","DOIUrl":"https://doi.org/10.1155/tbj/8511049","url":null,"abstract":"<div>\u0000 <p><b>Objective:</b> To enhance the diagnostic accuracy of new nodules on the surgical side after breast cancer surgery using machine learning techniques and to explore the role of multifeature fusion.</p>\u0000 <p><b>Methods:</b> Data from 137 breast cancer postoperative patients with new nodules from January 2016 to April 2024 were analyzed. Clinical, ultrasound, immunohistochemistry, and surgical features were combined. Multiple machine learning models, including support vector machine (SVM), random forest, gradient boosting, AdaBoost, and XGBoost, were trained and tested. Model performance was evaluated using stratified ten-fold cross-validation. Ablation experiments assessed the impact of different feature combinations on diagnostic performance.</p>\u0000 <p><b>Results:</b> The SVM model performed best, with an AUC of 0.8664, an accuracy of 0.8099, a sensitivity of 0.565, and a specificity of 0.9267. Ablation experiments indicated that multifeature fusion significantly improved diagnostic performance, especially when combining clinical, ultrasound, immunohistochemistry, and surgical features. Gradient boosting and random forest models showed slightly inferior performance, while AdaBoost had balanced but lower effectiveness.</p>\u0000 <p><b>Conclusion:</b> Machine learning, particularly the multifeature fusion SVM model, shows significant potential in diagnosing new nodules after breast cancer surgery. It can assist doctors in developing more effective treatment plans, improving patient outcomes. Future studies should expand sample sizes, include multicenter data, and explore advanced algorithms to further enhance diagnostic performance.</p>\u0000 </div>","PeriodicalId":56326,"journal":{"name":"Breast Journal","volume":"2025 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2025-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1155/tbj/8511049","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143424149","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Predictive Value of Excision Repair Cross Complementation Group 1 (ERCC1) by Immunohistochemistry for Determining Neoadjuvant Chemotherapy Response in Triple-Negative Breast Cancers 免疫组织化学检测切除修复交叉互补组1 (ERCC1)对三阴性乳腺癌新辅助化疗反应的预测价值
IF 1.9 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2025-02-17 DOI: 10.1155/tbj/8410670
Atif Ali Hashmi, Yumna Ajaz, Muhsana Sajjad, Fazail Zia, Muhammad Irfan, Syed Muhammad Abu Bakar, Erum Yousuf Khan, Naveen Faridi
<div> <p><b>Introduction:</b> Triple-negative breast cancers (TNBCs) constitute a significant proportion of breast cancers in Pakistan. Owing to the lack of expression of hormone (estrogen/progesterone) receptor and human epidermal growth factor receptor 2 (HER2neu), treatment options for TNBCs are limited. Therefore, it is important to identify markers that predict response to chemotherapy in these patients. Previous studies have demonstrated that the excision repair cross complementation group 1 (ERCC1) protein can successfully augur the response to chemotherapy in cancer; however, data related to TNBCs, particularly in Pakistan, are limited. Therefore, in this study, we evaluated the role of ERCC1 in predicting the response to neoadjuvant chemotherapy in patients with TNBCs.</p> <p><b>Methods:</b> This cross-sectional study was conducted at the Liaquat National Hospital, Histopathology Department, between January 2019 and June 2023. A total of 132 biopsy-proven cases of breast cancer that were negative for estrogen receptor (ER), progesterone receptor (PR), and HER/2neu and were administered neoadjuvant chemotherapy before surgery were included in the study. ERCC1 immunohistochemical (IHC) staining was performed on prechemotherapy needle biopsies. The results were scored semiquantitatively by assessing the average intensity on a scale of 0–3 (0, no staining; 1, weak nuclear staining; 2, intermediate nuclear staining; and 3, strong nuclear staining) and the proportion of tumor cells showing positive nuclear staining. The intensity and proportion scores were then multiplied to give a score that was divided by 100 to give an overall score, and scores equal to or higher than 1.0 were considered positive. Neoadjuvant chemotherapy response was categorized as pathological complete response (pCR) when no residual invasive breast carcinoma was found on the postneoadjuvant chemotherapy excision specimen and as pathological partial response (pPR) when residual cancer cells were present in admixed chemotherapy-related changes. The residual cancer burden (RCB) was calculated using the MD Anderson RCB calculator. The association between ERCC1 expression and the chemotherapy response/RCB class was determined.</p> <p><b>Results:</b> We found that 90.9% (<i>n</i> = 120) of TNBC cases expressed ERCC1, whereas pCR was noted in 24 (18.2%) cases. A significant association was observed between ERCC1 expression and pCR. Cases with negative ERCC1 expression had a significantly higher frequency of pCR (66.7%) than those with positive ERCC1 expression (13.3%). Additionally, the ERCC1-positive group showed a higher frequency of RCB classes II (36.7%) and III (43.3%) than the ERCC1-negative group (RCB II: 25%; RCB III: 0%). Moreover, positive ERCC1 expression was associated with higher nodal (N) stage.</p> <p><b>Conclusion:</b> In this study, we established the role of negative ERCC1 expression in predicting the response to
简介:三阴性乳腺癌(tnbc)在巴基斯坦的乳腺癌中占很大比例。由于缺乏激素(雌激素/孕酮)受体和人表皮生长因子受体2 (HER2neu)的表达,tnbc的治疗选择有限。因此,确定预测这些患者化疗反应的标志物是很重要的。先前的研究表明,切除修复交叉互补组1 (ERCC1)蛋白可以成功地预示癌症对化疗的反应;但是,有关tnbc的数据,特别是在巴基斯坦,是有限的。因此,在本研究中,我们评估了ERCC1在预测tnbc患者对新辅助化疗反应中的作用。方法:本横断面研究于2019年1月至2023年6月在Liaquat国家医院组织病理学部进行。本研究共纳入132例活检证实的乳腺癌患者,均为雌激素受体(ER)、孕激素受体(PR)、HER/2neu阴性,术前接受新辅助化疗。化疗前穿刺活检行ERCC1免疫组化(IHC)染色。对结果进行半定量评分,以0 - 3分评定平均强度(0,不染色;1、弱核染色;2、中间核染色;(3)强核染色)和核染色阳性的肿瘤细胞比例。然后将强度分数和比例分数相乘得到一个分数,除以100得到总分,分数等于或大于1.0被认为是积极的。当新辅助化疗切除标本上未发现浸润性乳腺癌残留时,新辅助化疗反应被归类为病理完全缓解(pCR),当混合化疗相关改变中存在残留癌细胞时,被归类为病理部分缓解(pPR)。残余癌负担(RCB)采用MD Anderson RCB计算器计算。确定了ERCC1表达与化疗反应/RCB分类之间的关系。结果:我们发现90.9% (n = 120)的TNBC病例表达ERCC1,而pCR在24例(18.2%)的TNBC病例中检测到。ERCC1表达与pCR之间存在显著相关性。ERCC1阴性表达组的pCR频率(66.7%)明显高于ERCC1阳性表达组(13.3%)。此外,ercc1阳性组出现RCB II类(36.7%)和III类(43.3%)的频率高于ercc1阴性组(RCB II: 25%;RCB iii: 0%)。此外,ERCC1阳性表达与较高的淋巴结(N)分期相关。结论:在本研究中,我们建立了ERCC1阴性表达在预测新辅助TNBC化疗反应中的作用。因此,ERCC1可以作为一种预测指标,对新辅助治疗中受益的患者进行分层。此外,我们还注意到ERCC1表达与淋巴结转移之间的关联;然而,需要更多的大规模研究来确定其作为TNBC预后生物标志物的作用。
{"title":"Predictive Value of Excision Repair Cross Complementation Group 1 (ERCC1) by Immunohistochemistry for Determining Neoadjuvant Chemotherapy Response in Triple-Negative Breast Cancers","authors":"Atif Ali Hashmi,&nbsp;Yumna Ajaz,&nbsp;Muhsana Sajjad,&nbsp;Fazail Zia,&nbsp;Muhammad Irfan,&nbsp;Syed Muhammad Abu Bakar,&nbsp;Erum Yousuf Khan,&nbsp;Naveen Faridi","doi":"10.1155/tbj/8410670","DOIUrl":"https://doi.org/10.1155/tbj/8410670","url":null,"abstract":"&lt;div&gt;\u0000 &lt;p&gt;&lt;b&gt;Introduction:&lt;/b&gt; Triple-negative breast cancers (TNBCs) constitute a significant proportion of breast cancers in Pakistan. Owing to the lack of expression of hormone (estrogen/progesterone) receptor and human epidermal growth factor receptor 2 (HER2neu), treatment options for TNBCs are limited. Therefore, it is important to identify markers that predict response to chemotherapy in these patients. Previous studies have demonstrated that the excision repair cross complementation group 1 (ERCC1) protein can successfully augur the response to chemotherapy in cancer; however, data related to TNBCs, particularly in Pakistan, are limited. Therefore, in this study, we evaluated the role of ERCC1 in predicting the response to neoadjuvant chemotherapy in patients with TNBCs.&lt;/p&gt;\u0000 &lt;p&gt;&lt;b&gt;Methods:&lt;/b&gt; This cross-sectional study was conducted at the Liaquat National Hospital, Histopathology Department, between January 2019 and June 2023. A total of 132 biopsy-proven cases of breast cancer that were negative for estrogen receptor (ER), progesterone receptor (PR), and HER/2neu and were administered neoadjuvant chemotherapy before surgery were included in the study. ERCC1 immunohistochemical (IHC) staining was performed on prechemotherapy needle biopsies. The results were scored semiquantitatively by assessing the average intensity on a scale of 0–3 (0, no staining; 1, weak nuclear staining; 2, intermediate nuclear staining; and 3, strong nuclear staining) and the proportion of tumor cells showing positive nuclear staining. The intensity and proportion scores were then multiplied to give a score that was divided by 100 to give an overall score, and scores equal to or higher than 1.0 were considered positive. Neoadjuvant chemotherapy response was categorized as pathological complete response (pCR) when no residual invasive breast carcinoma was found on the postneoadjuvant chemotherapy excision specimen and as pathological partial response (pPR) when residual cancer cells were present in admixed chemotherapy-related changes. The residual cancer burden (RCB) was calculated using the MD Anderson RCB calculator. The association between ERCC1 expression and the chemotherapy response/RCB class was determined.&lt;/p&gt;\u0000 &lt;p&gt;&lt;b&gt;Results:&lt;/b&gt; We found that 90.9% (&lt;i&gt;n&lt;/i&gt; = 120) of TNBC cases expressed ERCC1, whereas pCR was noted in 24 (18.2%) cases. A significant association was observed between ERCC1 expression and pCR. Cases with negative ERCC1 expression had a significantly higher frequency of pCR (66.7%) than those with positive ERCC1 expression (13.3%). Additionally, the ERCC1-positive group showed a higher frequency of RCB classes II (36.7%) and III (43.3%) than the ERCC1-negative group (RCB II: 25%; RCB III: 0%). Moreover, positive ERCC1 expression was associated with higher nodal (N) stage.&lt;/p&gt;\u0000 &lt;p&gt;&lt;b&gt;Conclusion:&lt;/b&gt; In this study, we established the role of negative ERCC1 expression in predicting the response to","PeriodicalId":56326,"journal":{"name":"Breast Journal","volume":"2025 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2025-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1155/tbj/8410670","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143431181","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Risk of Haematoma and Venous Thrombosis Associated With Thromboprophylaxis Use in Breast Cancer Surgery: A Meta-Analysis and Systematic Review
IF 1.9 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2025-02-04 DOI: 10.1155/tbj/9898596
Amenah Dhannoon, Ishwarya Balasubramanian, Ali A. Dhannoon, Abeeda Butt, Arnold D. K. Hill

Background: The routine use of venous thromboembolism (VTE) prophylaxis in breast cancer surgery has caused substantial polarity among breast cancer surgeons across the globe. The aim of this study is to assess the use of VTE prophylaxis in breast cancer surgery outcomes.

Methods: A comprehensive electronic search was undertaken of all comparative studies that described the role of VTE prophylaxis in breast cancer surgery. Studies that reported on postoperative outcomes between patients who received VTE prophylaxis (prophylaxis) and those who did not (no prophylaxis) were included in the review. A meta-analysis using random-effect model was used to analyse key outcomes, with data presented as odd ratio (OR).

Results: A total of 2470 patients from 6 studies were included in this study. Among these patients, 60.9% (n: 1504) received prophylaxis. The haematoma rate in this study is 0.05% (n: 133). The incidence of haematoma was significantly associated with the use of prophylaxis (6.85% versus 3.11%, p : 0.001). Surgical intervention for haematomas was also significantly associated in this group (3.15% versus 0.83%, p : 0.004). However, there was no difference in VTE events between both groups (0.26% versus 0.36%, p : 0.88).

Conclusions: The use of VTE prophylaxis in breast cancer surgery is associated with increased haematomas without any benefit in preventing VTE events. Future studies that examine the use of risk assessment tools for VTE prophylaxis in high risk patients may be beneficial.

{"title":"The Risk of Haematoma and Venous Thrombosis Associated With Thromboprophylaxis Use in Breast Cancer Surgery: A Meta-Analysis and Systematic Review","authors":"Amenah Dhannoon,&nbsp;Ishwarya Balasubramanian,&nbsp;Ali A. Dhannoon,&nbsp;Abeeda Butt,&nbsp;Arnold D. K. Hill","doi":"10.1155/tbj/9898596","DOIUrl":"https://doi.org/10.1155/tbj/9898596","url":null,"abstract":"<div>\u0000 <p><b>Background:</b> The routine use of venous thromboembolism (VTE) prophylaxis in breast cancer surgery has caused substantial polarity among breast cancer surgeons across the globe. The aim of this study is to assess the use of VTE prophylaxis in breast cancer surgery outcomes.</p>\u0000 <p><b>Methods:</b> A comprehensive electronic search was undertaken of all comparative studies that described the role of VTE prophylaxis in breast cancer surgery. Studies that reported on postoperative outcomes between patients who received VTE prophylaxis (prophylaxis) and those who did not (no prophylaxis) were included in the review. A meta-analysis using random-effect model was used to analyse key outcomes, with data presented as odd ratio (OR).</p>\u0000 <p><b>Results:</b> A total of 2470 patients from 6 studies were included in this study. Among these patients, 60.9% (<i>n</i>: 1504) received prophylaxis. The haematoma rate in this study is 0.05% (<i>n</i>: 133). The incidence of haematoma was significantly associated with the use of prophylaxis (6.85% versus 3.11%, <i>p</i> : 0.001). Surgical intervention for haematomas was also significantly associated in this group (3.15% versus 0.83%, <i>p</i> : 0.004). However, there was no difference in VTE events between both groups (0.26% versus 0.36%, <i>p</i> : 0.88).</p>\u0000 <p><b>Conclusions:</b> The use of VTE prophylaxis in breast cancer surgery is associated with increased haematomas without any benefit in preventing VTE events. Future studies that examine the use of risk assessment tools for VTE prophylaxis in high risk patients may be beneficial.</p>\u0000 </div>","PeriodicalId":56326,"journal":{"name":"Breast Journal","volume":"2025 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2025-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1155/tbj/9898596","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143112054","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Relationship Between Clinicopathological Features and Prognosis of 22 Cases of Tubular Breast Carcinoma
IF 1.9 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2025-02-03 DOI: 10.1155/tbj/5599018
Lin Tian, Xiangchao Meng, Huiyan Si, Yue Qiu, Rui Qu, Hongye Chen

Background: Breast tubular carcinoma is a special pathological type of invasive breast cancer, accounting for about 0.8% to 10.0% of breast cancer cases, and it is a rare type of breast cancer. Currently, there is still a lack of relevant diagnostic and treatment consensus. Exploring the relationship between the pathological characteristics, molecular subtypes, and prognosis of ductal breast cancer is of great scientific value and clinical significance for improving patients’ survival rate and quality of life.

Methods: The clinical data of 22 patients with tubular breast carcinoma diagnosed by pathology in The First Medical Center of PLA General Hospital from January 2001 to December 2021 were collected, and their pathological features, molecular classification, and prognosis were analyzed retrospectively.

Results: The clinicopathological features of 22 patients with tubular breast carcinoma were age ≥ 35 years, married, tumor ≤ 2 cm, single focal, mixed type, no lymph node metastasis, estrogen receptor (ER) positive, progesterone receptor (PR) positive, Ki-67 ≤ 14%, CyclinD1 negative, less recurrence, and metastasis. Twenty-two patients with breast tubular carcinoma were followed up for 5 years after surgery, and the survival rate of disease-free survival (DFS) was 90.9% (20/22). The positive rates of ER, PR, and human epidermal growth factor receptor-2 (HER-2) are 100.0%, 100.0%, and 40.9%, respectively. The proportion of tumor cells expressing Ki-67 is 45.4%. Among them, the difference of HER-2 level, recurrence and metastasis, and postoperative comprehensive treatment showed different prognoses.

Conclusion: Tubular breast carcinoma is a kind of tumor with a low malignant degree. The prognosis is significantly related to its HER-2 level, recurrence and metastasis, and postoperative comprehensive treatment by univariate analysis, in which HER-2 is an independent risk factor, postoperative comprehensive treatment is a protective factor, but postoperative recurrence and metastasis have nothing to do with the prognosis by the multivariate analysis.

{"title":"The Relationship Between Clinicopathological Features and Prognosis of 22 Cases of Tubular Breast Carcinoma","authors":"Lin Tian,&nbsp;Xiangchao Meng,&nbsp;Huiyan Si,&nbsp;Yue Qiu,&nbsp;Rui Qu,&nbsp;Hongye Chen","doi":"10.1155/tbj/5599018","DOIUrl":"https://doi.org/10.1155/tbj/5599018","url":null,"abstract":"<div>\u0000 <p><b>Background:</b> Breast tubular carcinoma is a special pathological type of invasive breast cancer, accounting for about 0.8% to 10.0% of breast cancer cases, and it is a rare type of breast cancer. Currently, there is still a lack of relevant diagnostic and treatment consensus. Exploring the relationship between the pathological characteristics, molecular subtypes, and prognosis of ductal breast cancer is of great scientific value and clinical significance for improving patients’ survival rate and quality of life.</p>\u0000 <p><b>Methods:</b> The clinical data of 22 patients with tubular breast carcinoma diagnosed by pathology in The First Medical Center of PLA General Hospital from January 2001 to December 2021 were collected, and their pathological features, molecular classification, and prognosis were analyzed retrospectively.</p>\u0000 <p><b>Results:</b> The clinicopathological features of 22 patients with tubular breast carcinoma were age ≥ 35 years, married, tumor ≤ 2 cm, single focal, mixed type, no lymph node metastasis, estrogen receptor (ER) positive, progesterone receptor (PR) positive, Ki-67 ≤ 14%, CyclinD1 negative, less recurrence, and metastasis. Twenty-two patients with breast tubular carcinoma were followed up for 5 years after surgery, and the survival rate of disease-free survival (DFS) was 90.9% (20/22). The positive rates of ER, PR, and human epidermal growth factor receptor-2 (HER-2) are 100.0%, 100.0%, and 40.9%, respectively. The proportion of tumor cells expressing Ki-67 is 45.4%. Among them, the difference of HER-2 level, recurrence and metastasis, and postoperative comprehensive treatment showed different prognoses.</p>\u0000 <p><b>Conclusion:</b> Tubular breast carcinoma is a kind of tumor with a low malignant degree. The prognosis is significantly related to its HER-2 level, recurrence and metastasis, and postoperative comprehensive treatment by univariate analysis, in which HER-2 is an independent risk factor, postoperative comprehensive treatment is a protective factor, but postoperative recurrence and metastasis have nothing to do with the prognosis by the multivariate analysis.</p>\u0000 </div>","PeriodicalId":56326,"journal":{"name":"Breast Journal","volume":"2025 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2025-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1155/tbj/5599018","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143111263","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Breast Journal
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