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Adipocyte promotes tumor cell invasion and metastasis via FATP2: a novel cell-cell interaction in papillary thyroid carcinoma. 脂肪细胞通过FATP2促进肿瘤细胞侵袭和转移:甲状腺乳头状癌中一种新的细胞间相互作用。
IF 1.6 3区 医学 Q3 SURGERY Pub Date : 2026-01-31 Epub Date: 2026-01-28 DOI: 10.21037/gs-2025-aw-500
Lichao Peng, Zeyu Zhang, Hui Ouyang, Fada Xia, Ning Bai, Xiwu Ouyang, Xinying Li

Background: Papillary thyroid carcinoma (PTC) is the most common malignant tumor of the endocrine system, with its incidence increasing annually worldwide. Currently, despite the adoption of various treatment modalities, tumor invasion and metastasis constitute critical factors affecting the long-term survival of PTC patients. Adipocytes participate in regulating the malignant biological characteristics of tumor cells. However, the role of adipocytes in PTC carcinogenesis and progression remains poorly understood. Therefore, this study aims to investigate the role of adipocytes in PTC metastasis.

Methods: 3T3L1-D cells were treated with differentiation medium to induce differentiation into adipocytes. PTC cells were cultured with adipocytes, and the PTC cell invasion ability was examined by transwell assay. The associated mechanisms were further investigated.

Results: Here, we found that the surrounding adipocytes could promote the invasion capacity of PTC cells via FATP2/TR4 signaling, and the inhibition of FATP2 or TR4 expression could reverse the invasion capacity of PTC cells. Furthermore, the preclinical investigation demonstrated that targeting this newly identified signaling with lipofermata (a FATP2-specific inhibitor) suppressed PTC progression.

Conclusions: Together, these findings suggest that adipocytes in the PTC microenvironment may function via FATP2/TR4 signaling to regulate PTC progression, and targeting this newly identified adipocyte/FATP2/TR4 signaling axis may facilitate the development of novel therapeutic strategies for PTC.

背景:甲状腺乳头状癌(PTC)是内分泌系统最常见的恶性肿瘤,其发病率逐年上升。目前,尽管采用了多种治疗方式,但肿瘤的侵袭和转移是影响PTC患者长期生存的关键因素。脂肪细胞参与调节肿瘤细胞的恶性生物学特性。然而,脂肪细胞在PTC癌变和进展中的作用仍然知之甚少。因此,本研究旨在探讨脂肪细胞在PTC转移中的作用。方法:用分化培养基诱导3T3L1-D细胞分化为脂肪细胞。将PTC细胞与脂肪细胞一起培养,采用transwell法检测PTC细胞的侵袭能力。进一步研究了相关机制。结果:本研究发现,周围脂肪细胞可通过FATP2/TR4信号通路促进PTC细胞的侵袭能力,抑制FATP2或TR4表达可逆转PTC细胞的侵袭能力。此外,临床前研究表明,用lipofermata(一种fatp2特异性抑制剂)靶向这种新发现的信号传导可以抑制PTC的进展。综上所述,这些发现表明PTC微环境中的脂肪细胞可能通过FATP2/TR4信号通路调控PTC的进展,而针对这一新发现的脂肪细胞/FATP2/TR4信号通路可能有助于开发新的PTC治疗策略。
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引用次数: 0
Development and validation of a machine learning-based model for predicting sentinel lymph node metastasis in patients with clinically node-negative breast cancer following neoadjuvant chemotherapy. 基于机器学习的预测临床淋巴结阴性乳腺癌患者新辅助化疗后前哨淋巴结转移模型的开发和验证
IF 1.6 3区 医学 Q3 SURGERY Pub Date : 2026-01-31 Epub Date: 2026-01-15 DOI: 10.21037/gs-2025-416
Zhicai Duan, Peng Zhou, Xiaoli Xia, Jianzhe Chen, Jiaxing Wu, Jun Jiang, Huaiquan Zuo

Background: Step-down therapy is becoming a critical approach in the treatment of breast cancer in a localized setting. The applicability of sentinel lymph node biopsy (SLNB) in patients with clinically node-negative (cN0) breast cancer following neoadjuvant chemotherapy (NACT) is still a topic of controversy. The objective of this study was to compare a variety of machine learning algorithms to determine the most effective model for predicting sentinel lymph node (SLN) metastasis in cN0 breast cancer following NACT.

Methods: A total of 221 patients with cN0 breast cancer who underwent standardized NACT combined with SLNB at the Affiliated Hospital of Southwest Medical University from January 2017 to January 2025 were included in this retrospective study. Predictive models for the risk of SLN metastasis were created using four machine learning algorithms. The clinical net benefit was compared through decision curve analysis (DCA), and the diagnostic performance was evaluated using the area under the curve (AUC) of the receiver operating characteristic (ROC) curve. SHapley Additive exPlanations (SHAP) was also implemented to evaluate the model that demonstrated the most optimal performance.

Results: The SLN-negative group contained 186 cases (84.2%), while the SLN-positive group contained 35 cases (15.8%). The logistic regression (LR) model demonstrated superior performance in comparison to the other models in the testing set. The sensitivity, specificity, accuracy, F1 values, and AUC were, respectively, 0.448, 0.947, 0.864, 0.508, and 0.889 [95% confidence interval (CI): 0.886-0.892]. It yielded the greatest net benefit across the majority of threshold ranges in the testing set. The main predictors identified by SHAP analysis were radiological complete response (rCR), lymphovascular invasion, and axillary nodes on ultrasonography.

Conclusions: The LR model developed in this study demonstrates high specificity and can reliably identify patients without SLN metastasis, thereby supporting the exemption of SLNB in low-risk patients with cN0 breast cancer following NACT.

背景:降压治疗正在成为局部环境下治疗乳腺癌的关键方法。前哨淋巴结活检(SLNB)在临床淋巴结阴性(cN0)乳腺癌患者新辅助化疗(NACT)后的适用性仍然是一个有争议的话题。本研究的目的是比较各种机器学习算法,以确定预测NACT后cN0乳腺癌前哨淋巴结(SLN)转移的最有效模型。方法:选取2017年1月至2025年1月在西南医科大学附属医院接受标准化NACT联合SLNB治疗的221例cN0乳腺癌患者为回顾性研究对象。使用四种机器学习算法建立了SLN转移风险的预测模型。采用决策曲线分析(decision curve analysis, DCA)比较临床净收益,采用受试者工作特征(ROC)曲线下面积(area under The curve, AUC)评价诊断效果。还采用SHapley加性解释(SHAP)来评价表现出最优性能的模型。结果:sln阴性组186例(84.2%),sln阳性组35例(15.8%)。与测试集中的其他模型相比,逻辑回归(LR)模型表现出优越的性能。灵敏度、特异度、准确度、F1值、AUC分别为0.448、0.947、0.864、0.508、0.889[95%可信区间(CI): 0.886 ~ 0.892]。它在测试集中的大多数阈值范围内产生了最大的净收益。SHAP分析确定的主要预测因素是放射学完全缓解(rCR)、淋巴血管侵犯和超声检查腋窝淋巴结。结论:本研究建立的LR模型具有较高的特异性,可以可靠地识别无SLN转移的患者,从而支持NACT后cN0低危乳腺癌患者免除SLNB。
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引用次数: 0
Investigation of the current status of lymphedema management in 45 hospitals in China. 中国45家医院淋巴水肿管理现状调查。
IF 1.6 3区 医学 Q3 SURGERY Pub Date : 2026-01-31 Epub Date: 2026-01-27 DOI: 10.21037/gs-2025-433
Jiajia Qiu, Xia Li, Jinhua Li

Background: Cancer-related lymphedema (CRL) seriously affects patients' quality of life. Many practice guidelines emphasize the importance of early prevention. However, a significant gap exists between these guidelines and clinical practice. This study aimed to understand the current status of lymphedema management in Chinese hospitals and to provide a basis for promoting standardized practices in lymphedema care.

Methods: A cross-sectional survey was conducted from September to November 2024 using a self-designed questionnaire on lymphedema management. A convenience sample of 45 hospitals nationwide was surveyed.

Results: The survey revealed that 60% of hospitals had established outpatient clinics for lymphedema, while 46.7% routinely implemented manual lymphatic drainage. Additionally, 68.9% of hospitals performed routine high-risk screening or preoperative assessments for lymphedema. Regarding treatment management, the application rate of complete decongestive therapy (CDT) was 88.9%, but 42.2% of hospitals lacked a standardized fee system. Concerning personnel training, 37.8% of hospitals had not conducted lymphedema training.

Conclusions: Challenges in lymphedema management in Chinese hospitals include the limited implementation of standardized care protocols, incomplete fee systems for treatments, and the low coverage of specialized training. Efforts should focus on enhancing medical staff training, establishing standardized care pathways, and improving technical fee structures to advance the standardized development of lymphedema care.

背景:肿瘤相关性淋巴水肿(Cancer-related lymphodema, CRL)严重影响患者的生活质量。许多实践指南强调早期预防的重要性。然而,这些指南与临床实践之间存在显著差距。本研究旨在了解我国医院淋巴水肿管理的现状,为促进淋巴水肿护理的规范化实践提供依据。方法:采用自行设计的淋巴水肿管理问卷,于2024年9月至11月进行横断面调查。以全国45家医院为样本进行了调查。结果:60%的医院建立了淋巴水肿门诊,46.7%的医院常规实施手工淋巴引流。此外,68.9%的医院对淋巴水肿进行常规高危筛查或术前评估。在治疗管理方面,完全去充血性治疗(CDT)的应用率为88.9%,但42.2%的医院缺乏规范的收费制度。在人员培训方面,37.8%的医院未开展淋巴水肿培训。结论:中国医院淋巴水肿管理面临的挑战包括标准化护理方案的实施有限,治疗费用制度不完善,专业培训覆盖率低。重点加强医护人员培训,建立规范化护理路径,完善技术收费结构,促进淋巴水肿护理规范化发展。
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引用次数: 0
How new diabetes technology will improve outcomes after total pancreatectomy? 新的糖尿病技术将如何改善全胰切除术后的预后?
IF 1.6 3区 医学 Q3 SURGERY Pub Date : 2026-01-31 Epub Date: 2026-01-21 DOI: 10.21037/gs-2025-aw-494
Sébastien Gaujoux, Charles de Ponthaud, Chloé Amouyal
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引用次数: 0
Primary thymic mucoepidermoid carcinoma with positive MAML2 gene rearrangement: a case report. 原发性胸腺黏液表皮样癌伴MAML2基因重排阳性1例。
IF 1.6 3区 医学 Q3 SURGERY Pub Date : 2026-01-31 Epub Date: 2026-01-27 DOI: 10.21037/gs-2025-1-591
Yongbei Luo, Chen Xu, Qiangwei Huang, Lei Fan, Yu Deng, Qing Ai, Yalei Zhang, Yuan Qiu

Background: Mucoepidermoid carcinoma (MEC) is a malignant tumor primarily composed of epidermoid, mucous, and intermediate cells. While it predominantly occurs in the salivary glands, MEC can also develop in the lungs, esophagus, breast, and thymus. Thymic MEC is rare, accounting for 2-3% of primary thymic malignancies. The primary clinical characteristic is incidental discovery in asymptomatic individuals. Due to the rarity of thymic MEC, much of the literature consists of case reports, and no standardized treatment protocol exists. Surgical resection is the primary treatment for MEC.

Case description: This report presents a case of thymic MEC identified incidentally during a routine physical examination in an asymptomatic patient. Chest computed tomography (CT) revealed a well-defined, rounded cystic-solid mass measuring approximately 61 mm × 32 mm in the right anterior mediastinum, with mild enhancement. Following comprehensive assessment to rule out surgical contraindications, the mass was resected. Postoperative pathology indicated a low-grade primary MEC, positive for epithelial membrane antigen (EMA), cytokeratin (CK)19, p63, CK7, cluster of differentiation (CD)5, and mucicarmine/Alcian blue (AB)-periodic acid-Schiff (PAS) staining. Ki-67 was ~5%, and fluorescence in situ hybridization (FISH) analysis confirmed mastermind-like transcriptional coactivator 2 (MAML2) gene rearrangement. The patient received no additional treatment.

Conclusions: This report details a rare case of thymic MEC. The diagnosis required pathology and molecular testing. MAML2 rearrangement suggests a better prognosis; further research is needed to elucidate its pathogenesis and improve its treatment.

背景:粘液表皮样癌(MEC)是一种主要由表皮样细胞、粘液细胞和中间细胞组成的恶性肿瘤。虽然它主要发生在唾液腺,但MEC也可以发生在肺、食道、乳房和胸腺。胸腺MEC是罕见的,占2-3%的原发性胸腺恶性肿瘤。主要临床特征是偶然发现的个体无症状。由于胸腺MEC的罕见性,许多文献由病例报告组成,没有标准化的治疗方案存在。手术切除是MEC的主要治疗方法。病例描述:本报告报告一例胸腺MEC偶然发现在常规体检期间无症状的病人。胸部计算机断层扫描(CT)显示右侧前纵隔一清晰的圆形囊性实性肿块,尺寸约61 mm × 32 mm,轻度强化。经综合评估排除手术禁忌症后,切除肿块。术后病理显示原发性低度MEC,上皮膜抗原(EMA)、细胞角蛋白(CK)19、p63、CK7、分化集群(CD)5、粘胺/阿利新蓝(AB)-周期性酸-希夫(PAS)染色阳性。Ki-67为~5%,荧光原位杂交(FISH)分析证实了mastermind-like transcriptional coactivator 2 (MAML2)基因重排。患者未接受额外治疗。结论:本报告详细介绍了一例罕见的胸腺MEC。诊断需要病理和分子检测。MAML2重排提示预后较好;需要进一步的研究来阐明其发病机制和改善其治疗。
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引用次数: 0
TILOOP mesh in immediate prepectoral breast reconstruction via single-port endoscopic axillary approach: a study in early- and mid-stage breast cancer patients. TILOOP补片在经单孔内窥镜腋窝入路的即时孕前乳房重建中的应用:一项早期和中期乳腺癌患者的研究
IF 1.6 3区 医学 Q3 SURGERY Pub Date : 2026-01-31 Epub Date: 2026-01-28 DOI: 10.21037/gs-2025-425
Rui Tian, Ran Meng, Yang Li, Hongmeng Zhao, Yue Yu, Liguo Gong, Xuchen Cao

Background: Prepectoral implant-based breast reconstruction (BR) via single-port endoscopic axillary approach reduces visible scarring and incision-related complications. TILOOP mesh may improve implant support and aesthetics, but its added value remains uncertain. This study evaluated outcomes, complications, and patient satisfaction with mesh use.

Methods: A retrospective cohort of 383 patients (165 mesh vs. 218 no-mesh) undergoing immediate prepectoral BR via single-port endoscopy [2020-2022] was analyzed. Outcomes included surgical parameters, complications at 30 days/12 months, oncological results at 36 months, and Breast Reconstruction Evaluation and Satisfaction Questionnaire (BREAST-Q) satisfaction.

Results: Baseline features were balanced. The mesh group showed slightly lower mean postoperative pain scores and higher breast satisfaction scores; however, these differences did not reach statistical significance (P>0.05). Mesh use was associated with greater blood loss (98.1±62.2 vs. 91.2±42.2 mL, P<0.05) and longer hospitalization (8.4±4.1 vs. 5.6±2.8 days, P<0.05). There were no significant differences in complication rates, psychological well-being, or physical function between groups. Subgroup analysis indicated that patients with larger breast volumes tended to derive greater aesthetic and structural benefit from mesh use, though these findings should be interpreted cautiously.

Conclusions: Mesh-assisted prepectoral reconstruction demonstrated comparable safety outcomes to non-mesh reconstruction, with a trend toward reduced postoperative pain and improved breast satisfaction but without statistically significant differences. Mesh use was associated with higher blood loss and longer hospitalization. Overall, mesh application should be individualized based on breast volume, reconstructive goals, and patient-specific factors.

背景:通过单孔内窥镜腋窝入路的乳房前植入物重建(BR)可减少可见的疤痕和切口相关并发症。TILOOP网状物可以改善种植体的支撑性和美观性,但其附加价值仍不确定。本研究评估了使用补片的结果、并发症和患者满意度。方法:对383例患者(165例补片vs. 218例无补片)进行回顾性队列分析,这些患者通过单孔内窥镜进行了立即术前BR[2020-2022]。结果包括手术参数,30天/12个月的并发症,36个月的肿瘤结果,乳房重建评估和满意度问卷(Breast - q)满意度。结果:基线特征平衡。补片组术后平均疼痛评分略低,乳房满意度评分较高;但差异无统计学意义(P < 0.05)。使用补片与出血量增加相关(98.1±62.2 mL vs 91.2±42.2 mL, Pvs. 5.6±2.8天)。结论:补片辅助的乳房前重建与非补片重建的安全性相当,有减少术后疼痛和提高乳房满意度的趋势,但无统计学差异。使用补片与出血量增加和住院时间延长有关。总的来说,补片应用应根据乳房体积、重建目标和患者特定因素进行个体化。
{"title":"TILOOP mesh in immediate prepectoral breast reconstruction via single-port endoscopic axillary approach: a study in early- and mid-stage breast cancer patients.","authors":"Rui Tian, Ran Meng, Yang Li, Hongmeng Zhao, Yue Yu, Liguo Gong, Xuchen Cao","doi":"10.21037/gs-2025-425","DOIUrl":"10.21037/gs-2025-425","url":null,"abstract":"<p><strong>Background: </strong>Prepectoral implant-based breast reconstruction (BR) via single-port endoscopic axillary approach reduces visible scarring and incision-related complications. TILOOP mesh may improve implant support and aesthetics, but its added value remains uncertain. This study evaluated outcomes, complications, and patient satisfaction with mesh use.</p><p><strong>Methods: </strong>A retrospective cohort of 383 patients (165 mesh <i>vs.</i> 218 no-mesh) undergoing immediate prepectoral BR via single-port endoscopy [2020-2022] was analyzed. Outcomes included surgical parameters, complications at 30 days/12 months, oncological results at 36 months, and Breast Reconstruction Evaluation and Satisfaction Questionnaire (BREAST-Q) satisfaction.</p><p><strong>Results: </strong>Baseline features were balanced. The mesh group showed slightly lower mean postoperative pain scores and higher breast satisfaction scores; however, these differences did not reach statistical significance (P>0.05). Mesh use was associated with greater blood loss (98.1±62.2 <i>vs.</i> 91.2±42.2 mL, P<0.05) and longer hospitalization (8.4±4.1 <i>vs.</i> 5.6±2.8 days, P<0.05). There were no significant differences in complication rates, psychological well-being, or physical function between groups. Subgroup analysis indicated that patients with larger breast volumes tended to derive greater aesthetic and structural benefit from mesh use, though these findings should be interpreted cautiously.</p><p><strong>Conclusions: </strong>Mesh-assisted prepectoral reconstruction demonstrated comparable safety outcomes to non-mesh reconstruction, with a trend toward reduced postoperative pain and improved breast satisfaction but without statistically significant differences. Mesh use was associated with higher blood loss and longer hospitalization. Overall, mesh application should be individualized based on breast volume, reconstructive goals, and patient-specific factors.</p>","PeriodicalId":12760,"journal":{"name":"Gland surgery","volume":"15 1","pages":"15"},"PeriodicalIF":1.6,"publicationDate":"2026-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12884064/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146156919","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Oncologic safety of breast-conserving surgery in node-positive breast cancer: a systematic review and meta-analysis. 保乳手术治疗淋巴结阳性乳腺癌的肿瘤安全性:一项系统综述和荟萃分析。
IF 1.6 3区 医学 Q3 SURGERY Pub Date : 2026-01-31 Epub Date: 2026-01-20 DOI: 10.21037/gs-2025-406
Jian Sun, Shuai Lin

Background: The oncologic safety of breast-conserving surgery (BCS) compared with mastectomy in women with node-positive breast cancer remains uncertain in the modern era of systemic therapy and radiotherapy (RT). The aim of this study was to clarify the comparative survival and recurrence outcomes of BCS with RT versus mastectomy in women with pathologically confirmed node-positive breast cancer through a systematic review and meta-analysis of randomized controlled trials (RCTs).

Methods: RCTs enrolling women with pathologically confirmed node-positive breast cancer and directly comparing BCS plus RT with mastectomy were systematically identified. Searches of PubMed, Embase, Web of Science, and Cochrane CENTRAL were conducted through May 2025, following PRISMA 2020 guidelines. Hazard ratios (HRs) for overall survival (OS), disease-free survival (DFS), and breast cancer-specific survival (BCSS), and risk ratios (RRs) for locoregional recurrence (LRR) were pooled using random-effects models. Risk of bias was assessed with the Cochrane RoB 2.0 tool, and sensitivity analyses were conducted to evaluate robustness across trial eras and locoregional treatment strategies.

Results: Ten RCTs comprising 11,714 node-positive patients were included. All BCS patients received whole-breast irradiation (WBI), and nearly all participants received systemic therapy appropriate to tumor biology. Pooled analyses showed no significant differences between BCS and mastectomy for OS [HR 0.94, 95% confidence interval (CI): 0.81-1.07], DFS (HR 1.03, 95% CI: 0.93-1.12), BCSS (HR 1.00, 95% CI: 0.81-1.18), or LRR (RR 0.98, 95% CI: 0.81-1.16). Heterogeneity was negligible (I2=0% for all endpoints). Sensitivity analyses-including exclusion of individual studies, restriction to low-risk-of-bias trials, and stratification by trial era-confirmed the stability of results. Variations in axillary surgery (sentinel lymph node biopsy vs. axillary lymph node dissection) and RT fields (WBI alone vs. WBI + regional nodal irradiation) did not modify comparative outcomes. No publication bias was detected.

Conclusions: BCS with RT provides survival and recurrence outcomes equivalent to mastectomy in women with node-positive breast cancer. These findings support BCS as a safe, patient-centered surgical option in the modern multimodality treatment era and provide a strong evidence base for harmonizing guidelines and reducing unnecessary radical surgery. Future trials incorporating molecular profiling and response-adapted strategies are warranted to refine patient selection.

背景:在现代全身治疗和放射治疗(RT)的时代,与乳腺切除术相比,保乳手术(BCS)对淋巴结阳性乳腺癌的肿瘤学安全性仍不确定。本研究的目的是通过对随机对照试验(rct)的系统回顾和荟萃分析,阐明病理证实的淋巴结阳性乳腺癌女性接受BCS + RT与乳房切除术的生存率和复发结果的比较。方法:纳入病理证实的淋巴结阳性乳腺癌患者的随机对照试验,并将BCS + RT与乳房切除术直接比较。PubMed、Embase、Web of Science和Cochrane CENTRAL的检索遵循PRISMA 2020指南进行至2025年5月。总生存期(OS)、无病生存期(DFS)和乳腺癌特异性生存期(BCSS)的风险比(hr)以及局部复发(LRR)的风险比(RRs)使用随机效应模型进行汇总。使用Cochrane RoB 2.0工具评估偏倚风险,并进行敏感性分析以评估跨试验时期和局部区域治疗策略的稳健性。结果:纳入10项随机对照试验,共11,714例淋巴结阳性患者。所有BCS患者都接受了全乳照射(WBI),几乎所有参与者都接受了适合肿瘤生物学的全身治疗。合并分析显示,BCS与乳房切除术在OS、DFS (HR 1.03, 95% CI: 0.93-1.12)、BCS (HR 1.00, 95% CI: 0.81-1.18)或LRR (RR 0.98, 95% CI: 0.81-1.16)之间无显著差异。异质性可忽略不计(所有终点I2=0%)。敏感性分析——包括排除个别研究、限制低风险偏倚试验和按试验年代分层——证实了结果的稳定性。腋窝手术(前哨淋巴结活检vs腋窝淋巴结清扫)和放疗场(WBI单独vs WBI +区域淋巴结照射)的差异没有改变比较结果。未发现发表偏倚。结论:在淋巴结阳性乳腺癌患者中,BCS + RT的生存率和复发率与乳房切除术相当。这些发现支持BCS在现代多模式治疗时代作为一种安全的、以患者为中心的手术选择,并为协调指南和减少不必要的根治性手术提供了强有力的证据基础。未来的试验将结合分子谱分析和反应适应策略,以完善患者选择。
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引用次数: 0
Development and internal validation of a kinetic heterogeneity-based nomogram by dynamic contrast-enhanced magnetic resonance imaging to differentiate benign and malignant breast BI-RADS 4 lesions. 基于动态对比增强磁共振成像的动态异质性nomogram鉴别乳腺BI-RADS 4良恶性病变的发展与内部验证
IF 1.6 3区 医学 Q3 SURGERY Pub Date : 2026-01-31 Epub Date: 2026-01-28 DOI: 10.21037/gs-2025-314
Ru Zhang, Shufeng Duan, Jinli Xing, Zhengqi Zhu, Haipeng Gong

Background: Category 4 breast cancer lesions with benign and malignant characteristics show substantial overlap in the Breast Imaging Reporting and Data System (BI-RADS). This study aimed to develop and validate a nomogram based on kinetic heterogeneity of the dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) to distinguish benign from malignant BI-RADS 4 breast lesions.

Methods: A total of 271 patients diagnosed with BI-RADS 4 breast lesions by MRI and confirmed by histopathology at the Affiliated Tumor Hospital of Nantong University between January 2018 and June 2023 were retrospectively enrolled. Patients were divided into a benign group (n=84) and a malignant group (n=187) based on postoperative pathological results. The cohort was randomly split into a training set (n=192) and a validation set (n=79) in a 7:3 ratio. Clinical risk factors and MRI features were collected and re-evaluated. Kinetic heterogeneity parameters, including volume, washout component (%), plateau component (%), persistent component (%), predominant peak, and heterogeneity, were extracted using MATLAB and SPM12 software. Statistical analyses compared clinical, imaging, and kinetic parameters between groups. Univariate and multivariate logistic regressions identified independent predictors of malignancy. Three predictive models were constructed: one based on kinetic heterogeneity, one on clinicoradiological features, and a combined model integrating both. A nomogram was developed from the combined model. Model performance was evaluated using receiver operating characteristic (ROC) curves and validated in the independent set. Decision curve analysis (DCA) and clinical impact curve (CIC) were used to assess clinical utility.

Results: Multivariate logistic regression identified peak, heterogeneity, apparent diffusion coefficient (ADC) values, time-intensity curve (TIC) type, and peritumoral edema as independent predictors of malignancy in BI-RADS 4 lesions. Among these, peak, heterogeneity, and ADC values demonstrated strong discriminatory power, with areas under the curve (AUC) of 0.793 [95% confidence interval (CI): 0.723-0.863], 0.816 (95% CI: 0.750-0.881), and 0.773 (95% CI: 0.704-0.842), respectively. The kinetic heterogeneity and clinicoradiological models achieved AUCs of 0.863 and 0.819, respectively. The combined nomogram demonstrated superior diagnostic performance (AUC 0.928 training, 0.906 validation), with high sensitivity and specificity. DCA and CIC confirmed its clinical utility.

Conclusions: The DCE-MRI kinetic heterogeneity-based nomogram is a promising tool to differentiate benign and malignant BI-RADS 4 breast lesions. Prospective external validation is warranted to confirm its potential for improving clinical decision-making and reducing unnecessary biopsies.

背景:在乳腺影像报告和数据系统(BI-RADS)中,具有良恶性特征的第4类乳腺癌病变有大量重叠。本研究旨在建立并验证基于动态对比增强磁共振成像(DCE-MRI)动力学异质性的nomogram,以区分乳腺BI-RADS 4病变的良恶性。方法:回顾性选取2018年1月至2023年6月南通大学附属肿瘤医院经MRI诊断为BI-RADS 4型乳腺病变并经组织病理学证实的271例患者。根据术后病理结果将患者分为良性组84例,恶性组187例。队列按7:3的比例随机分为训练集(n=192)和验证集(n=79)。收集临床危险因素和MRI特征并重新评估。利用MATLAB和SPM12软件提取动力学异质性参数,包括体积、洗脱成分(%)、平台成分(%)、持续成分(%)、优势峰和异质性。统计学分析比较了两组之间的临床、影像学和动力学参数。单因素和多因素logistic回归确定了恶性肿瘤的独立预测因子。建立了三种预测模型:一种基于动力学异质性,一种基于临床放射学特征,以及一种结合两者的组合模型。从组合模型中得到了一个nomogram。采用受试者工作特征(ROC)曲线评估模型性能,并在独立集中进行验证。采用决策曲线分析(DCA)和临床影响曲线(CIC)评估临床效用。结果:多因素logistic回归发现峰值、异质性、表观扩散系数(ADC)值、时间-强度曲线(TIC)类型和肿瘤周围水肿是BI-RADS 4病变恶性程度的独立预测因子。其中,峰值值、异质性值和ADC值具有很强的区分力,曲线下面积(AUC)分别为0.793[95%置信区间(CI): 0.723-0.863]、0.816 (95% CI: 0.750-0.881)和0.773 (95% CI: 0.704-0.842)。动力学异质性和临床放射学模型的auc分别为0.863和0.819。联合nomogram诊断效果较好(训练AUC为0.928,验证AUC为0.906),具有较高的敏感性和特异性。DCA和CIC证实了其临床应用价值。结论:基于DCE-MRI动力学异质性的影像学检查是鉴别乳腺BI-RADS 4良性和恶性病变的有效工具。有必要进行前瞻性的外部验证,以确认其改善临床决策和减少不必要的活检的潜力。
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引用次数: 0
Optimized dual-source dual-energy computed tomography nomogram model integrating background normalization improves solid thyroid nodules diagnosis. 结合背景归一化优化的双源双能计算机断层摄影图模型提高了甲状腺实性结节的诊断效果。
IF 1.6 3区 医学 Q3 SURGERY Pub Date : 2026-01-31 Epub Date: 2026-01-20 DOI: 10.21037/gs-2025-421
Qian Wang, Yi Xin, Yongli Feng, Yan Gu

Background: Accurate preoperative diagnosis of benign and malignant thyroid nodules is crucial for personalized patient treatment and management. This study aimed to create a dual-source dual-energy computed tomography (DS-DECT) based nomogram model to predict the risk of malignant thyroid nodules.

Methods: A total of 263 patients (288 nodules) with thyroid nodules who underwent preoperative neck DS-DECT scans and were pathologically confirmed were included in this study. The computed tomography (CT) radiological features and DS-DECT-derived quantitative parameters of the nodules were collected. Subsequently, the thyroid nodules were randomly partitioned into a training cohort (n=201) and a validation cohort (n=87) at a ratio of 7:3. Univariate logistic regression analysis identified predictors (P<0.05), followed by least absolute shrinkage and selection operator (LASSO) logistic regression to screen features in the training cohort. Multivariate logistic regression analysis was then conducted to determine independent predictors of malignancy (P<0.05) and to construct a nomogram model for predicting malignancy risk. The performance of the model was assessed using the area under the curve (AUC), calibration curve, and decision curve analysis (DCA). The applicability of the nomogram was evaluated through internal validation.

Results: In the final stepwise multivariable logistic regression model, independent predictors of malignancy included iodine concentration in the arterial phase [IC_IAP; odds ratio (OR) =0.286; 95% confidence interval (CI): 0.140-0.517; P<0.001], normalized iodine concentration relative to the thyroid parenchyma in the arterial phase (NIC_P_IAP; OR =0.133; 95% CI: 0.033-0.417; P=0.003), effective atomic number in the venous phase (Zeff_IVP; OR =0.137; 95% CI: 0.050-0.333; P<0.001), thyroid edge interruption (OR =3.791; 95% CI: 1.599-9.491; P=0.003), and enhanced blurring (OR =3.247; 95% CI: 1.373-7.937; P=0.008). The AUCs of the nomogram model, based on these five factors, were 0.932 (95% CI: 0.898-0.963) for the training set and 0.908 (95% CI: 0.842-0.964) for the validation set. The Hosmer-Lemeshow test indicated that the nomogram model had a good fit (P>0.05), and the calibration curve was close to the standard curve. DCA showed significant net benefits from using the model.

Conclusions: The nomogram model, based on normalized multiphase quantitative DECT parameters and qualitative imaging features, serves as an effective diagnostic tool for imaging physicians to distinguish between benign and malignant nodules.

背景:术前准确诊断甲状腺良恶性结节对于患者的个性化治疗和管理至关重要。本研究旨在建立一种基于双源双能计算机断层扫描(DS-DECT)的影像学模型来预测甲状腺恶性结节的发生风险。方法:对术前行颈部DS-DECT扫描并经病理证实的甲状腺结节患者263例(288个结节)进行研究。收集结节的CT放射学特征和ds - dect衍生的定量参数。随后,将甲状腺结节随机分为训练组(n=201)和验证组(n=87),比例为7:3。单因素logistic回归分析确定了预测因子(结果:在最终的逐步多变量logistic回归模型中,恶性肿瘤的独立预测因子包括动脉期碘浓度[IC_IAP,比值比(OR) =0.286;95%置信区间(CI): 0.140 ~ 0.517;P0.05),标定曲线与标准曲线接近。DCA显示了使用该模型的显著净效益。结论:基于归一化多相DECT定量参数和定性影像学特征的nomogram模型是影像学医生鉴别良恶性结节的有效诊断工具。
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引用次数: 0
Neoadjuvant therapy in resectable and borderline resectable pancreatic cancer-safe but standard of care? 可切除和边缘性可切除胰腺癌的新辅助治疗安全但标准治疗?
IF 1.6 3区 医学 Q3 SURGERY Pub Date : 2026-01-31 Epub Date: 2026-01-20 DOI: 10.21037/gs-2025-aw-498
Jaewon J Lee, Chirag S Desai, Hong Jin Kim
{"title":"Neoadjuvant therapy in resectable and borderline resectable pancreatic cancer-safe but standard of care?","authors":"Jaewon J Lee, Chirag S Desai, Hong Jin Kim","doi":"10.21037/gs-2025-aw-498","DOIUrl":"10.21037/gs-2025-aw-498","url":null,"abstract":"","PeriodicalId":12760,"journal":{"name":"Gland surgery","volume":"15 1","pages":"3"},"PeriodicalIF":1.6,"publicationDate":"2026-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12884078/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146156784","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
期刊
Gland surgery
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