Early breast cancer

早期乳腺癌
  • 文章类型: Journal Article
    背景:年龄<40岁的年轻女性的乳腺癌是罕见的,通常具有侵袭性,生存率较差。缺乏系统的筛查,在诊断的后期阶段,和更具侵略性的疾病生物学可能都有助于他们的不良预后。关于最佳管理的数据仍然相互矛盾,尤其是那些关于手术管理的,保乳或乳房切除术.据我们所知,关于治疗年轻女性早期乳腺癌的研究有限,这项分析评估了那些预先接受手术的患者的肿瘤结局。方法:我们进行了一项回顾性研究,包括2016年1月至2021年12月在我们机构接受前期手术治疗的373例连续患者中的130例早期乳腺癌年轻女性。无局部复发生存率(LR-FS),无远处转移生存期(DMFS),无病生存率(DFS),评估总生存期(OS)。结果:中位随访时间为61.1个月(范围,25-95).共有92例(70.8%)患者接受了保乳手术,38例(29.2%)患者接受了保守性乳房切除术并立即植入乳房重建。总的来说,130例患者中有8例(6.2%)在接受治疗的乳房中出现了局部复发,an7例(5.4%)患者出现远处转移。总的来说,两名(1.6%)患者死于乳腺癌复发.结论:我们的研究结果有趣地支持年轻早期乳腺癌患者的保乳手术。虽然适当的保乳手术可以获得良好的肿瘤学结果,并且在前期手术中始终可以被认为是保守乳房切除术的有效替代方案。诊断时年龄较小,不应单独选择手术类型。
    Background: Breast cancer in young women aged < 40 years is rare and often aggressive with less favorable survival rates. The lack of systematic screening, later stage at diagnosis, and a more aggressive disease biology may all contribute to their poor prognosis. Data on the best management remain conflicting, especially those regarding surgical management, either breast-conserving or mastectomy. To our knowledge, there are limited studies surrounding the treatment of young women with early breast cancer, and this analysis evaluated the oncological outcomes for those patients who underwent surgery upfront. Methods: We conducted a retrospective study including 130 young women with early breast cancer from a total of 373 consecutive patients treated with upfront surgery between January 2016 and December 2021 at our institution. Local recurrence-free survival (LR-FS), distant metastasis-free survival (DMFS), disease-free survival (DFS), and overall survival (OS) were evaluated. Results: The median follow-up was 61.1 months (range, 25-95). A total of 92 (70.8%) patients underwent breast-conserving surgery, while 38 (29.2%) patients underwent conservative mastectomy with immediate implant breast reconstruction. In total, 8 of 130 patients (6.2%) developed a local recurrence in the treated breast, an7 (5.4%) patients presented distant metastasis. Overall, two (1.6%) patients died due to breast cancer recurrence. Conclusions: The results of our study interestingly support breast-conserving surgery in young patients with early-stage breast cancer. While appropriate breast-conserving surgery can achieve favorable oncological outcomes and can always be considered a valid alternative to conservative mastectomy in upfront surgery, a younger age at diagnosis should never be used alone to choose the type of surgery.
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  • 文章类型: Journal Article
    腋窝淋巴结受累(ALNI)与早期乳腺癌局部复发风险增加和预后不良相关。确定腋窝淋巴结阳性的风险有助于治疗决策。
    本研究的目的是确定早期乳腺癌患者腋窝淋巴结转移的临床病理预测因素。
    我们纳入了临床T0、T1和T2浸润性乳腺癌患者,这些患者在2012年至2018年期间通过前哨淋巴结活检和/或腋窝淋巴结清扫术进行了原发肿瘤切除和腋窝分期。
    在135名患者中,41.5%患有ALNI。关于单变量分析,与ALNM阳性相关的临床因素是临床肿瘤大小>30mm,临床肿瘤分期,肿瘤的临床数量,临床腋窝淋巴结状态和超声淋巴结状态。与淋巴结受累相关的病理因素是病理肿瘤分期,肿瘤级SBR,病灶数量,淋巴管浸润,神经周浸润和Ki67>20%。在多变量逻辑回归中,临床腋窝淋巴结状态,病理肿瘤分期和淋巴管浸润(LVI)仍然是ALNI的独立预测因子。
    基于这些结果,我们建议临床腋窝淋巴结状态,病理肿瘤分期和LVI是突尼斯早期乳腺癌女性ALNM的预测因素。
    UNASSIGNED: Axillary lymph node involvement (ALNI) is associated with an increased risk of local recurrence and poor prognosis in early breast cancer. The determination of the risk of positive axillary lymph node contributes to therapeutic decisions.
    UNASSIGNED: The aim of this study was to identify clinicopathological predictive factors of axillary lymph node metastases in patients with early breast cancer.
    UNASSIGNED: We included patients with clinical T0, T1 andT2 invasive breast carcinoma who underwent resection of the primary tumor and axillary staging by sentinel lymph node biopsy and/or axillar lymph node dissection between 2012 and 2018.
    UNASSIGNED: Of the 135patients included, 41.5% had ALNI. Regarding univariate analysis, clinical factors correlated with positive ALNM were clinical tumour size>30mm, clinical tumour stage, clinical number of tumours, clinical axillary nodal status and nodal status on ultrasound. Pathologic factors associated with nodal involvement were pathologic tumour stage, tumour grade SBR, number of foci, lymphovascular invasion, perineural invasion and Ki67>20%.In multivariate logistic regression, clinical axillary nodal status, pathologic tumour stage and lymphovascular invasion (LVI) remained as independent predictors of ALNI.
    UNASSIGNED: Based on these results, we suggest that clinical axillary nodal status, pathologic tumour stage and LVI are predictive factors for ALNM in Tunisian women with early breast cancer.
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  • 文章类型: Journal Article
    目的:FAST-Forward和UK-FAST试验已证明了5次乳腺辅助放疗(RT)的安全性和有效性,并已成为选定的早期乳腺癌患者的护理标准。为了应对COVID-19大流行造成的额外负担,我们实施了“一周乳房RT,“一项创新计划,在完整的5天工作流程中提供5个部分的全乳房RT。这项研究的主要目的是证明我们计划的可行性和安全性。次要目的是评估美容结果。
    方法:从2021年2月至2022年3月,共120例患者接受了全乳放疗,无淋巴结照射或增强,在一周内分为五个部分的26Gy。具有受限优化参数的逆向计划提供了系统的深吸气屏气,旨在提供符合FAST-Forward建议的治疗计划。毒性和化妆品评估在之前(RT前)进行了前瞻性登记,在结尾(end-RT),和RT后6个月(6个月)基于常见术语标准不良事件v.4.03和哈佛量表。
    结果:中位年龄为70岁(四分位距(IQR):66-74),中位随访时间为6个月(IQR:6.01-6.25),大多数患者(93.3%)在从基线到治疗会诊结束的一周内完成RT.最常见的急性毒性(在RT结束时)是皮肤相关的:放射性皮炎(72%),硬结(35%),色素沉着过度(8%),和乳房水肿(16%)。放射性皮炎的发生率从RT末下降到6个月(71.7%vs5.4%,P<0.001)。无患者出现≥3级毒性。6个月时,美容效果一般良好或优异(94.1%)。
    结论:这项研究证实了“一周乳房RT”在现实生活中的可行性和急性安全性。有利的毒性概况和良好的美容结果与FAST-Forward结果一致。一个潜在的国家队列,旨在减轻治疗负担,维护安全,功效,并通过更长的随访提高RT工作流程的效率。
    OBJECTIVE: FAST-Forward and UK-FAST-trials have demonstrated the safety and efficacy of five-fraction breast adjuvant radiation therapy (RT) and have become the standard of care for selected early breast cancer patients. In response to the additional burden caused by the COVID-19 pandemic, we implemented \"One-Week Breast RT,\" an innovative program delivering five-fraction whole breast RT in a complete 5-day workflow. The primary objective of this study was to demonstrate the feasibility and safety of our program. The secondary objective was to evaluate cosmetic results.
    METHODS: A total of 120 patients treated from February 2021 to March 2022, received whole breast RT without lymph node irradiation nor boost, with 26 Gy in five fractions over one week. Inverse planning with restricted optimization parameters offers systematic deep inspiration breath-hold aimed to provide treatment plans compliant with FAST-Forward recommendations. Toxicity and cosmetic evaluations were prospectively registered prior (pre-RT), at the end (end-RT), and 6 months after RT (6 months) based on Common Terminology Criteria for Adverse Events v. 4.03 and Harvard scale.
    RESULTS: With a median age of 70 years (interquartile range (IQR): 66-74) and a median follow-up of 6 months (IQR: 6.01-6.25), most patients (93.3%) completed their RT in one week from baseline to the end of the treatment consultation. The most common acute toxicities (at end-RT) were skin-related: radio-dermatitis (72%), induration (35%), hyperpigmentation (8%), and breast edema (16%). The rate of radio-dermatitis decreased from end-RT to 6 months (71.7% vs 5.4%, P< 0.001). No patient experienced grade ≥3 toxicity. At 6 months, cosmetic results were generally good or excellent (94.1%).
    CONCLUSIONS: This study confirms the feasibility and acute safety of the \"One-Week Breast RT\" in real life. Favorable toxicity profiles and good cosmetic outcomes are in line with FAST-Forward results. A prospective national cohort, aimed at decreasing treatment burden, maintaining safety, efficacy, and improving RT workflow efficiency with longer follow-up is ongoing.
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  • 文章类型: Journal Article
    背景:激素受体表达是乳腺癌中已知的阳性预后和预测因素;然而,关于其对携带BRCA致病变异体(PV)的年轻患者预后的影响的证据有限。
    方法:这个国际,多中心,回顾性队列研究纳入了被诊断为浸润性乳腺癌并在BRCA基因中携带种系PV的年轻患者(≤40岁).我们研究了激素受体状态对乳腺癌临床行为和预后的影响。感兴趣的结果(无病生存[DFS],首先根据激素受体表达(阳性与负),然后根据乳腺癌亚型(腔A样与腔B样vs.三负vs.HER2阳性乳腺癌)。
    结果:来自全球78个中心,包括4,709名BRCA运营商,其中2,143例(45.5%)患有激素受体阳性乳腺癌,2,566例(54.5%)患有激素受体阴性乳腺癌.中位随访时间为7.9年。激素受体阳性疾病患者的远处复发率较高(13.1%vs.9.6%,p<0.001),而第二原发性乳腺癌的发病率较低(9.1%vs.14.7%,p<0.001)与激素受体阴性疾病的患者相比。激素受体阳性和阴性患者的8年DFS分别为65.8%和63.4%,分别。激素受体阳性与激素受体的危险比DFS的阴性疾病随时间变化,BCSS,和OS(对于激素受体状态和存活时间的相互作用,p<0.05)。与所有其他亚组相比,腔A样乳腺癌患者的DFS长期预后最差(8年DFS:腔A样乳腺癌60.8%三阴性与HER2阳性为65.5%,管腔B样亚型为69.7%)。
    结论:在年轻的BRCA携带者中,激素受体阳性与第二原发性乳腺癌复发模式的差异阴性疾病值得在咨询患者治疗时考虑,后续行动,和降低风险的手术。
    BACKGROUND: Hormone receptor expression is a known positive prognostic and predictive factor in breast cancer; however, limited evidence exists on its impact on prognosis of young patients harboring BRCA pathogenic variant (PV).
    METHODS: This international, multicenter, retrospective cohort study included young patients (≤40 years) diagnosed with invasive breast cancer and harboring germline PV in BRCA genes. We investigated the impact of hormone receptor status on clinical behavior and outcomes of breast cancer. Outcomes of interest (disease-free survival [DFS], breast cancer specific survival [BCSS] and overall survival [OS]) were first investigated according to hormone receptors expression (positive vs. negative), and then according to breast cancer subtype (luminal A-like vs. luminal B-like vs. triple-negative vs. HER2-positive breast cancer).
    RESULTS: From 78 centers worldwide, 4,709 BRCA carriers were included, of whom 2,143 (45.5%) had hormone receptor-positive and 2,566 (54.5%) hormone receptor-negative breast cancer. Median follow-up was 7.9 years. The rate of distant recurrences was higher in patients with hormone receptor-positive disease (13.1% vs. 9.6%, p<0.001), while the rate of second primary breast cancer was lower (9.1% vs. 14.7%, p<0.001) compared to patients with hormone receptor-negative disease. The 8-years DFS was 65.8% and 63.4% in patients with hormone receptor-positive and negative disease, respectively. The hazard ratio of hormone receptor-positive vs. negative disease changed over time for DFS, BCSS, and OS (p<0.05 for interactions of hormone receptor status and survival time). Patients with luminal A-like breast cancer had the worst long-term prognosis in terms of DFS compared to all the other subgroups (8-years DFS: 60.8% in luminal A-like vs. 63.5% in triple-negative vs. 65.5% in HER2-positive and 69.7% in luminal B-like subtype).
    CONCLUSIONS: In young BRCA carriers, differences in recurrence pattern and second primary breast cancer among hormone receptor-positive vs. negative disease warrants consideration in counseling patients on treatment, follow-up, and risk-reducing surgery.
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  • 文章类型: Journal Article
    每年的跨学科AGO(ArbeitsgemeinschaftGynäkologischeOnkologie,德国妇科肿瘤学小组)乳腺癌诊断和治疗委员会为早期和转移性乳腺癌提供了最新的最新建议。
    针对早期和转移性乳腺癌的最新循证治疗建议已于2024年3月发布。
    本文逐章简明扼要地记录了早期乳腺癌的最新建议。
    UNASSIGNED: Each year the interdisciplinary AGO (Arbeitsgemeinschaft Gynäkologische Onkologie, German Gynecological Oncology Group) Breast Committee on Diagnosis and Treatment of Breast Cancer provides updated state-of-the-art recommendations for early and metastatic breast cancer.
    UNASSIGNED: The updated evidence-based treatment recommendations for early and metastatic breast cancer have been released in March 2024.
    UNASSIGNED: This paper concisely captures the updated recommendations for early breast cancer chapter by chapter.
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  • 文章类型: Journal Article
    早期乳腺癌的有效风险评估对于明智的临床决策至关重要。然而,关于定义风险类别的共识仍然具有挑战性。本文探讨了风险分层中不断发展的方法,包括组织病理学,免疫组织化学,和分子生物标志物以及尖端的人工智能(AI)技术。利用机器学习,深度学习,和卷积神经网络,人工智能正在重塑复发风险的预测算法,从而彻底改变诊断准确性和治疗计划。超出检测范围,人工智能应用扩展到组织学亚型,分级,淋巴结评估,和分子特征识别,促进个性化治疗决策。随着癌症发病率的上升,实施人工智能以加快临床实践的突破至关重要,有利于患者和医疗保健提供者。然而,重要的是要认识到,虽然人工智能提供了强大的自动化和分析工具,它缺乏细致入微的理解,临床背景,以及人类病理学家在病人护理中固有的伦理考虑。因此,人工智能成功整合到临床实践中需要医学专家和计算病理学家之间的合作努力,以优化患者的结果。
    Effective risk assessment in early breast cancer is essential for informed clinical decision-making, yet consensus on defining risk categories remains challenging. This paper explores evolving approaches in risk stratification, encompassing histopathological, immunohistochemical, and molecular biomarkers alongside cutting-edge artificial intelligence (AI) techniques. Leveraging machine learning, deep learning, and convolutional neural networks, AI is reshaping predictive algorithms for recurrence risk, thereby revolutionizing diagnostic accuracy and treatment planning. Beyond detection, AI applications extend to histological subtyping, grading, lymph node assessment, and molecular feature identification, fostering personalized therapy decisions. With rising cancer rates, it is crucial to implement AI to accelerate breakthroughs in clinical practice, benefiting both patients and healthcare providers. However, it is important to recognize that while AI offers powerful automation and analysis tools, it lacks the nuanced understanding, clinical context, and ethical considerations inherent to human pathologists in patient care. Hence, the successful integration of AI into clinical practice demands collaborative efforts between medical experts and computational pathologists to optimize patient outcomes.
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  • 文章类型: Journal Article
    多基因预后基因组分析已成为管理早期乳腺癌(EBC)不可或缺的,结合传统的临床病理参数,为风险分层和指导辅助治疗策略提供重要信息。美国临床肿瘤学会(ASCO)指南认可这些检测方法,尽管一些临床背景仍然缺乏明确的建议。EBC管理的动态景观需要进一步完善和优化基因组测定,以简化其纳入临床实践。乳腺癌社区正处于提高基因组分析的临床效用的变革性进展的边缘,旨在显着提高女性EBC诊断和治疗的准确性和有效性。本文有条不紊地研究了测试方法,临床有效性和实用性,成本,诊断框架,和已建立的基因组测试方法,包括OncotypeDx乳房复发评分®,MammaPrint,Prosigna®,EndoPredict®,乳腺癌指数(BCI)。在这些测试中,Prosigna和EndoPredict®目前仅在预后水平上得到验证,而OncotypeDx,MammaPrint,BCI具有预测和预测作用。参与EBC管理的肿瘤学家和病理学家将在这篇综述中发现对可用的基因组测定的彻底比较,以及优化利用从中获得的信息的策略。
    Multigene prognostic genomic assays have become indispensable in managing early breast cancer (EBC), offering crucial information for risk stratification and guiding adjuvant treatment strategies in conjunction with traditional clinicopathological parameters. The American Society of Clinical Oncology (ASCO) guidelines endorse these assays, though some clinical contexts still lack definitive recommendations. The dynamic landscape of EBC management demands further refinement and optimization of genomic assays to streamline their incorporation into clinical practice. The breast cancer community is poised at the brink of transformative advances in enhancing the clinical utility of genomic assays, aiming to significantly improve the precision and effectiveness of both diagnosis and treatment for women with EBC. This article methodically examines the testing methodologies, clinical validity and utility, costs, diagnostic frameworks, and methodologies of the established genomic tests, including the Oncotype Dx Breast Recurrence Score®, MammaPrint, Prosigna®, EndoPredict®, and Breast Cancer Index (BCI). Among these tests, Prosigna and EndoPredict® have at present been validated only on a prognostic level, while Oncotype Dx, MammaPrint, and BCI hold both a prognostic and predictive role. Oncologists and pathologists engaged in the management of EBC will find in this review a thorough comparison of available genomic assays, as well as strategies to optimize the utilization of the information derived from them.
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  • 文章类型: Journal Article
    目的:各种研究证明了肠道菌群与化疗疗效之间的因果关系;然而,肠道菌群对乳腺癌的影响尚未完全阐明.本研究旨在评估乳腺癌新辅助化疗前肠道菌群与其后续疗效之间的关系。
    方法:这项前瞻性观察性研究包括2019年10月1日至2022年3月31日在8个机构接受新辅助化疗治疗原发性早期乳腺癌的患者。我们对粪便样本进行了16SrRNA分析,并对肠道微生物群进行了α和β多样性分析。主要终点是肠道菌群与新辅助化疗的病理完全缓解(pCR)之间的关联。
    结果:在183名患者中,所有患者新辅助化疗后的pCR率为36.1%,12.9%(9/70),69.5%(41/59),和29.6%(16/54)在那些与腔,人表皮生长因子受体2和三阴性类型,分别。pCR患者和无pCR患者的肠道微生物群的α多样性没有显着差异。在肠道微生物群中,两种(Victivallales,P=0.001和Anaerolineales,P=0.001)与pCR相关,和一个(Gemellales,P=0.002)与非pCR相关。
    结论:三种肠道菌群与新辅助化疗疗效有潜在关联,但是肠道微生物群的多样性与化疗的反应无关。需要进一步的研究来验证我们的发现。
    OBJECTIVE: Various studies have demonstrated the causal relationship between gut microbiota and efficacy of chemotherapy; however, the impact of gut microbiota on breast cancer has not been fully elucidated. This study aimed to evaluate the associations between the gut microbiota before neoadjuvant chemotherapy and its consequent efficacy in breast cancer.
    METHODS: This prospective observational study included patients who received neoadjuvant chemotherapy for primary early breast cancer at eight institutions between October 1, 2019, and March 31, 2022. We performed 16S rRNA analysis of fecal samples and α and β diversity analyses of the gut microbiota. The primary endpoint was the association between the gut microbiota and pathological complete response (pCR) to neoadjuvant chemotherapy.
    RESULTS: Among the 183 patients, the pCR rate after neoadjuvant chemotherapy was 36.1% in all patients and 12.9% (9/70), 69.5% (41/59), and 29.6% (16/54) in those with the luminal, human epidermal growth factor receptor 2, and triple-negative types, respectively. The α diversity of the gut microbiota did not significantly differ between patients with pCR and those without pCR. Among the gut microbiota, two species (Victivallales, P = 0.001 and Anaerolineales, P = 0.001) were associated with pCR, and one (Gemellales, P = 0.002) was associated with non-pCR.
    CONCLUSIONS: Three species in the gut microbiota had potential associations with neoadjuvant chemotherapy efficacy, but the diversity of the gut microbiota was not associated with response to chemotherapy. Further research is needed to validate our findings.
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  • 文章类型: Journal Article
    背景:在曲妥珠单抗(H)和标准化疗(CT)基础上增加帕妥珠单抗(P)作为HER2+乳腺癌(BC)患者的新辅助治疗(NaT),已显示增加病理完全缓解(pCR)率,没有主要的安全问题。NeoPowER试验的目的是评估真实世界人群中P+H+CT的安全性和有效性。
    方法:我们回顾性回顾了II-III期的医疗记录,接受NaT治疗的HER2BC患者:在5个EmiliaRomagna机构中接受PHCT(新功率组)的患者与接受HCT的历史组(对照组)进行了比较。主要终点是安全性,次要终点是pCR率,DRFS和OS及其与NaT和其他潜在变量的相关性。
    结果:纳入260例患者,48%接受P+H+CT,其中44%的人作为CT的一部分接受了蒽醌治疗,与对照组的83%相比。毒性特征相似,排除新电源组更频繁的腹泻(20%vs.9%)。三例患者左心室射血分数(LVEF)显着降低,都接受蒽环类药物治疗.pCR率为46%(P+H+CT)和40%(H+CT)(p=0.39)。P的添加仅在接受无去甲方案的患者中与pCR具有统计学相关性(OR=3.05,p=0.047)。术前蒽环类药物的使用(OR=1.81,p=0.03)和NaT的持续时间(OR=1.18,p=0.02)与pCR有统计学关系。对照组发生12/21的远处复发事件和14/17的死亡。达到pCR的患者DRFS显着增加(HR=0.23,p=0.009)。
    结论:在H和CT中添加新辅助P是安全的。除了腹泻,2级>2级的不良事件发生率两组间无差异.当添加到H+CT时,P没有增加心脏毒性,尽管如此,在我们人群中,所有心脏事件均发生在接受蒽环类药物治疗的患者中.没有统计学意义,在接受新辅助P+H+CT的患者中,可以实现更高的pCR率.该研究未显示P的增加与长期结果之间的统计学显着相关性。
    BACKGROUND: The addition of pertuzumab (P) to trastuzumab (H) and standard chemotherapy (CT) as neoadjuvant treatment (NaT) for patients with HER2 + breast cancer (BC), has shown to increase the pathological complete response (pCR) rate, without main safety concerns. The aim of NeoPowER trial is to evaluate safety and efficacy of P + H + CT in a real-world population.
    METHODS: We retrospectively reviewed the medical records of stage II-III, HER2 + BC patients treated with NaT: who received P + H + CT (neopower group) in 5 Emilia Romagna institutions were compared with an historical group who received H + CT (control group). The primary endpoint was the safety, secondary endpoints were pCR rate, DRFS and OS and their correlation to NaT and other potential variables.
    RESULTS: 260 patients were included, 48% received P + H + CT, of whom 44% was given anthraciclynes as part of CT, compared to 83% in the control group. The toxicity profile was similar, excluding diarrhea more frequent in the neopower group (20% vs. 9%). Three patients experienced significant reductions in left ventricular ejection fraction (LVEF), all receiving anthracyclines. The pCR rate was 46% (P + H + CT) and 40% (H + CT) (p = 0.39). The addition of P had statistically correlation with pCR only in the patients receiving anthra-free regimens (OR = 3.05,p = 0.047). Preoperative use of anthracyclines (OR = 1.81,p = 0.03) and duration of NaT (OR = 1.18,p = 0.02) were statistically related to pCR. 12/21 distant-relapse events and 14/17 deaths occurred in the control group. Patients who achieve pCR had a significant increase in DRFS (HR = 0.23,p = 0.009).
    CONCLUSIONS: Adding neoadjuvant P to H and CT is safe. With the exception of diarrhea, rate of adverse events of grade > 2 did not differ between the two groups. P did not increase the cardiotoxicity when added to H + CT, nevertheless in our population all cardiac events occurred in patients who received anthracycline-containing regimens. Not statistically significant, higher pCR rate is achievable in patients receiving neoadjuvant P + H + CT. The study did not show a statistically significant correlation between the addition of P and long-term outcomes.
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  • 文章类型: Journal Article
    对于临床上腋窝淋巴结(cN0)阴性的早期乳腺癌(EBC)患者,通常通过前哨淋巴结活检进行腋窝分期。本研究旨在探讨腋窝淋巴结转移(ALNM),肿瘤的临床病理特征和腋窝超声(US)扫描结果。此外,建立了基于相关因素预测ALNM风险的列线图模型.对符合纳入标准的998例患者的数据进行回顾性分析。然后将这些患者以7:3的比例随机分为训练和验证组。在训练组中,接收器工作特性曲线分析用于确定连续测量数据的截止值。使用R软件通过单变量和多变量逻辑回归分析来识别训练组中的独立ALNM风险变量。将选定的独立危险因素纳入列线图。使用曲线下面积(AUC)评估模型差异,同时通过校准图表和Hosmer-Lemeshow测试评估校准。为了评估临床适用性,进行了决策曲线分析(DCA).通过1000轮引导重采样进行内部验证。在998例EBC患者中,228(22.84%)发展ALNM。多因素logistic分析确定淋巴血管侵犯,美国腋窝发现,最大直径和分子亚型是ALNM的独立危险因素。Akaike信息标准是列线图开发和模型选择的基础。训练和验证组的AUC值分别为0.855(95%CI,0.817-0.892)和0.793(95%CI,0.725-0.857),分别。Hosmer-Lemeshow检验得出的训练和验证组的P值为0.869和0.847,分别,校准图与理想曲线紧密对齐,确认优良的校准。DCA显示,列线图的净收益大大超过了“无干预”和“全面干预”方法,训练组的阈值概率区间为12-97%,验证组的阈值概率区间为17-82%.这强调了该模型的强大临床实用性。成功构建并验证了一个列线图模型来预测EBC和cN0状态患者的ALNM风险。该模型表现出良好的差异化,校准和临床适用性,为评估该人群的腋窝淋巴结状态提供有价值的指导。
    Axillary staging is commonly performed via sentinel lymph node biopsy for patients with early breast cancer (EBC) presenting with clinically negative axillary lymph nodes (cN0). The present study aimed to investigate the association between axillary lymph node metastasis (ALNM), clinicopathological characteristics of tumors and results from axillary ultrasound (US) scanning. Moreover, a nomogram model was developed to predict the risk for ALNM based on relevant factors. Data from 998 patients who met the inclusion criteria were retrospectively reviewed. These patients were then randomly divided into a training and validation group in a 7:3 ratio. In the training group, receiver operating characteristic curve analysis was used to identify the cutoff values for continuous measurement data. R software was used to identify independent ALNM risk variables in the training group using univariate and multivariate logistic regression analysis. The selected independent risk factors were incorporated into a nomogram. The model differentiation was assessed using the area under the curve (AUC), while calibration was evaluated through calibration charts and the Hosmer-Lemeshow test. To assess clinical applicability, a decision curve analysis (DCA) was conducted. Internal verification was performed via 1000 rounds of bootstrap resampling. Among the 998 patients with EBC, 228 (22.84%) developed ALNM. Multivariate logistic analysis identified lymphovascular invasion, axillary US findings, maximum diameter and molecular subtype as independent risk factors for ALNM. The Akaike Information Criterion served as the basis for both nomogram development and model selection. Robust differentiation was shown by the AUC values of 0.855 (95% CI, 0.817-0.892) and 0.793 (95% CI, 0.725-0.857) for the training and validation groups, respectively. The Hosmer-Lemeshow test yielded P-values of 0.869 and 0.847 for the training and validation groups, respectively, and the calibration chart aligned closely with the ideal curve, affirming excellent calibration. DCA showed that the net benefit from the nomogram significantly outweighed both the \'no intervention\' and the \'full intervention\' approaches, falling within the threshold probability interval of 12-97% for the training group and 17-82% for the validation group. This underscores the robust clinical utility of the model. A nomogram model was successfully constructed and validated to predict the risk of ALNM in patients with EBC and cN0 status. The model demonstrated favorable differentiation, calibration and clinical applicability, offering valuable guidance for assessing axillary lymph node status in this population.
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