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Male Breast Cancer in Serbia: A 33-Year Retrospective Cohort Study of Genetic Predisposition, Clinicopathological Features, and Survival Outcomes. 塞尔维亚男性乳腺癌:一项遗传易感性、临床病理特征和生存结果的33年回顾性队列研究。
IF 4.4 2区 医学 Q1 ONCOLOGY Pub Date : 2026-01-21 DOI: 10.3390/cancers18020326
Zorka Inić, Milan Žegarac, Ana Krivokuća, Ognjen Živković, Marko Buta, Nikola Vučić, Dobrica Stević, Anđela Milićević, Ivan Marković, Igor Đurišić

Background/Objectives: Male breast cancer (MBC) is rare, accounting for less than 1% of all breast cancers. Given its low incidence, male breast cancer (MBC) remains understudied; this 33-year Serbian cohort was assessed for clinicopathological features, therapeutic approaches, genetic alterations, and survival. Methods: We retrospectively analyzed MBC patients diagnosed between 1991 and 2024 at the Institute for Oncology and Radiology of Serbia. Data included demographics, tumor characteristics, and stage, treatment, hormone receptor and HER2 status, Ki-67 index, genetic testing, and survival. Results: A total of 191 patients were identified (median age 66). Family history was negative in 91% and positive in 5.8%. T2 tumors were most frequent (36%), and 96% presented without metastasis. Mastectomy with axillary or sentinel lymph node dissection was performed in 78.5%. Neoadjuvant chemotherapy and radiotherapy were administered in 5.8% and 8.4%. Estrogen receptor positivity was 72%, progesterone receptor 88%, HER2 overexpression 11.0%, and triple-negative tumors 2.6% (40% with axillary involvement). High Ki-67 (≥15%) was recorded in 28.8%. Adjuvant chemotherapy, radiotherapy, and hormone therapy were given in 36%, 58%, and 68%. Among 37 genetically tested patients, seven had pathogenic variants (BRCA1, BRCA2, CHEK2, PALB2). Disease recurrence occurred in 30%. Median follow-up was 53 months. Median disease-free survival (DFS) was 82 months (1-, 2-, 5-, 10-year DFS: 87%, 73%, 57%, 39%). Median overall survival (OS) 131 months (1-, 2-, 5-, 10-year OS: 95%, 93%, 73%, 53%). Conclusions: This long-term cohort highlights the predominance of hormone-receptor positivity, the infrequency of germline mutations, and moderate survival rates, informing patient management and guiding future studies.

背景/目的:男性乳腺癌(MBC)是罕见的,占所有乳腺癌的不到1%。鉴于其低发病率,男性乳腺癌(MBC)仍未得到充分研究;这个33年的塞尔维亚队列评估了临床病理特征、治疗方法、基因改变和生存率。方法:回顾性分析1991年至2024年在塞尔维亚肿瘤和放射学研究所诊断的MBC患者。数据包括人口统计学、肿瘤特征、分期、治疗、激素受体和HER2状态、Ki-67指数、基因检测和生存率。结果:共发现191例患者(中位年龄66岁)。家族史阴性占91%,阳性占5.8%。T2肿瘤最常见(36%),96%无转移。78.5%的患者行乳房切除术并腋窝或前哨淋巴结清扫。新辅助化疗和放疗分别占5.8%和8.4%。雌激素受体阳性72%,孕激素受体阳性88%,HER2过表达11.0%,三阴性肿瘤2.6%(累及腋窝40%)。Ki-67高(≥15%)者占28.8%。辅助化疗、放疗和激素治疗分别占36%、58%和68%。在37例基因检测患者中,7例有致病变异(BRCA1、BRCA2、CHEK2、PALB2)。疾病复发率为30%。中位随访时间为53个月。中位无病生存期(DFS)为82个月(1、2、5、10年DFS: 87%、73%、57%、39%)。中位总生存期(OS) 131个月(1、2、5、10年OS: 95%、93%、73%、53%)。结论:这一长期队列研究突出了激素受体阳性的优势,种系突变的罕见性和中等生存率,为患者管理和指导未来的研究提供了信息。
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引用次数: 0
Fitness in CLL. CLL中的适应度。
IF 4.4 2区 医学 Q1 ONCOLOGY Pub Date : 2026-01-21 DOI: 10.3390/cancers18020342
Claudia Baratè, Ilaria Scortechini, Sara Ciofini, Paola Picardi, Ilaria Angeletti, Federica Loscocco, Alessandro Sanna, Alessandro Isidori, Elisa Grazioli, Paolo Sportoletti

The increased complexity of CLL management, driven by the advent of targeted therapies, makes it necessary to redefine the concept of fitness, which until a few years ago was limited to the patient's ability to undergo chemoimmunotherapy. In the current therapeutic landscape, fitness assessment must also consider biological age, comorbidities, and frailty, which have become increasingly relevant due to evolving treatment options and a more nuanced understanding of the elderly CLL population. In this context, the general condition of the patient should be preserved with greater attention to physical activity and nutrition. This narrative review analyzed in depth all these aspects with the aim of providing insights into fitness assessments and their actualization.

由于靶向治疗的出现,CLL治疗的复杂性增加,因此有必要重新定义适应度的概念,直到几年前,适应度还仅限于患者接受化学免疫治疗的能力。在目前的治疗领域,健康评估还必须考虑生物学年龄、合并症和虚弱,由于不断发展的治疗方案和对老年CLL人群的更细致的了解,这些因素变得越来越重要。在这种情况下,应保持患者的一般情况,并更加注意身体活动和营养。本文对这些方面进行了深入分析,旨在为健康评估及其实施提供见解。
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引用次数: 0
Necessary, Legendary and Detrimental Components of Human Colorectal Organoid Culture Medium: Raising Awareness to Reduce Experimental Bugs. 人类结肠类器官培养基中必要、传说和有害成分:提高对减少实验细菌的认识。
IF 4.4 2区 医学 Q1 ONCOLOGY Pub Date : 2026-01-21 DOI: 10.3390/cancers18020337
Roberto Benelli

The creation of a specific culture medium for colorectal organoids in 2011 heralded a new era in human primary cultures by enabling the indefinite expansion of normal and pathological epithelial organoids. The original formula has been used ever since, with only minor, lab-specific modifications. The goal of culturing organoids from different tissues has relied on saving and propagating the pluripotent stem cell. The "magic bullet" and all its subsequent derivatives have pursued this goal. Consequently, agonist and antagonist signals are chronically activated in the organoid medium, forcing organoid cells (as well as any other co-cultured cellular model) into constrained signaling pathways. This extremely artificial condition is often overlooked in experimental approaches and may bias the results. Furthermore, some molecules in the organoid medium have unpredictable off-target effects that significantly impact the behavior and maturation of certain cell populations. Nicotinamide, gastrin and PGE2 inhibit immune responses. SB202190, A83-01 and vanadate (from advanced DMEM-F12) modify intracellular signaling. N-AcetylCysteine and Primocin modify the redox response and mitochondrial metabolism, respectively. Thus, the unintentional addition of these molecules to the organoid medium introduces biases under specific experimental settings. While the original organoid medium formula is the gold standard for propagating organoids in vitro, more focused, reliable conditions are necessary for specific organoid-based tests.

2011年,结肠直肠类器官特异性培养基的创建,通过实现正常和病理上皮类器官的无限扩增,预示着人类原代培养的新时代。最初的配方一直沿用至今,只是在实验室做了一些细微的修改。从不同组织中培养类器官的目标依赖于保存和繁殖多能干细胞。“魔弹”及其所有衍生品都在追求这一目标。因此,激动剂和拮抗剂信号在类器官培养基中被长期激活,迫使类器官细胞(以及任何其他共培养细胞模型)进入受限的信号通路。这种极端人为的条件在实验方法中经常被忽视,并可能使结果产生偏差。此外,类器官介质中的一些分子具有不可预测的脱靶效应,显著影响某些细胞群的行为和成熟。烟酰胺、胃泌素和PGE2抑制免疫应答。SB202190、A83-01和钒酸盐(来自advanced DMEM-F12)可修饰细胞内信号。n -乙酰半胱氨酸和原莫肽分别改变氧化还原反应和线粒体代谢。因此,无意中将这些分子添加到类器官介质中会在特定的实验设置下引入偏差。虽然原始的类器官培养基配方是体外繁殖类器官的金标准,但对于特定的类器官试验来说,更集中、更可靠的条件是必要的。
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引用次数: 0
Spectrum of Biliary Lesions/Neoplasms in Hepatic Parenchyma with Reference to a Precursor of Small Duct-Type Intrahepatic Cholangiocarcinoma: Comprehensive Categorization into Three Groups. 胆道病变/肿瘤在肝实质的频谱与小管型肝内胆管癌的前兆:综合分为三组
IF 4.4 2区 医学 Q1 ONCOLOGY Pub Date : 2026-01-21 DOI: 10.3390/cancers18020328
Yasuni Nakanuma, Motoko Sasaki, Yuko Kakuda, Takuma Oishi

Intrahepatic cholangiocarcinomas (iCCAs) are histologically subdivided into small duct-type (SD-iCCA) and large duct-type (LD-iCCA). LD-iCCA versus SD-iCCA may differ in the molecular/genetic profiles and oncogenesis, including precursor lesions. While several precursors, such as high-grade biliary intraepithelial neoplasm (BilIN) and intraductal papillary neoplasm of bile duct (IPNB), have been proposed for LD-iCCA, the potential SD-iCCA precursors remain to be identified. Amid growing interests in the precursors of SD-iCCA, benign "biliary lesions/neoplasms developing in the hepatic parenchyma (BLNP)" such as von Meyenburg complexes (VMCs), bile duct adenomas (BDAs), and biliary adenofibroma (BAF), have been noted to determine whether they have the potential for precursor of SD-iCCA. Herein, these BLNPs were reviewed. BLNP can be classified into three categories. First, traditional VMC and BDA in normal livers which lack atypical features are categorized as "traditional BLNP". Second, a constellation of several lesions such as VMC and BDA detectable in the background livers of SD-iCCA and in chronic liver disease (unusual VMC and BDA), VMC with dysplastic features, BDA located in the deep hepatic parenchyma, multiple BDA, BDA presenting the BRAF V600E mutation, and BAF harboring variable dysplasia or in situ carcinomas, which may include neoplastic lesions but do not show invasive growth, are categorized as "unusual/dysplastic BLNP". Third, tubulocystic carcinoma with BAF-like features (AI-TCC) and SD-iCCA with ductal plate malformation (DPMP) which share overlapping features and show relatively good post-operative outcomes and retained features of VMC or DPM, and BDA and BAF, are categorized as "low-grade malignant BLNP". While the first category is benign and may not be related to SD-iCCA, some of the second category may be related to SD-iCCA, and the third category is malignant and shows invasive growth. The latter two categories may form a common biliary tumorigenic spectrum involving BLNP. Precursors of SD-iCCA, if they exist, may be included in the second category, and the third category may represent unique carcinomas possibly associated with or followed by conventional SD-iCCA. In conclusion, this novel approach to categorize BLNPs into three categories guarantees further studies of precursors of and their progression to conventional SD-iCCA.

肝内胆管癌(icca)在组织学上可分为小管型(SD-iCCA)和大管型(LD-iCCA)。LD-iCCA与SD-iCCA可能在分子/遗传谱和肿瘤发生(包括前驱病变)方面有所不同。虽然一些前体,如高级别胆道上皮内肿瘤(BilIN)和胆管导管内乳头状肿瘤(IPNB),已被提出为LD-iCCA的前体,但潜在的SD-iCCA前体仍有待确定。随着对SD-iCCA前体的研究越来越多,人们注意到良性“胆道病变/肿瘤发生于肝实质(BLNP)”,如von Meyenburg复合物(VMCs)、胆管腺瘤(BDAs)和胆道腺纤维瘤(BAF),以确定它们是否有可能成为SD-iCCA的前体。本文对这些BLNPs进行了综述。BLNP可分为三类。首先,正常肝脏中缺乏非典型特征的传统VMC和BDA被归类为“传统BLNP”。其次,在SD-iCCA的背景肝脏和慢性肝病中检测到的几种病变,如VMC和BDA(不寻常的VMC和BDA)、具有发育不良特征的VMC、位于肝深部实质的BDA、多发性BDA、表现为BRAF V600E突变的BDA、以及包含可变发育不良或原位癌(可能包括肿瘤病变但未表现出侵袭性生长)的BAF,被归类为“不寻常/发育不良的BLNP”。第三,具有BAF样特征的管性囊性癌(AI-TCC)和具有导管板畸形的SD-iCCA (DPMP)具有重叠特征,术后预后较好,保留了VMC或DPM、BDA和BAF的特征,属于“低度恶性BLNP”。第一类为良性,可能与SD-iCCA无关,第二类部分可能与SD-iCCA有关,第三类为恶性,呈浸润性生长。后两种类型可能形成一个共同的胆道致瘤谱,涉及BLNP。如果SD-iCCA的前体存在,则可能包括在第二类中,第三类可能代表可能与常规SD-iCCA相关或继发的独特癌症。总之,这种将BLNPs分为三类的新方法为进一步研究其前体及其向常规SD-iCCA的进展提供了保障。
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引用次数: 0
Impact of Hypoalbuminemia on Morbidity and Mortality After Radical Cystectomy. 低白蛋白血症对根治性膀胱切除术后发病率和死亡率的影响。
IF 4.4 2区 医学 Q1 ONCOLOGY Pub Date : 2026-01-20 DOI: 10.3390/cancers18020313
Sri Saran Manivasagam, Jay D Raman, Matthew G Kaag

Objective: To evaluate the role of serum albumin in predicting surgical outcomes after radical cystectomy.

Methods: Retrospective cohort analysis of adults who underwent radical cystectomy from 2019 to 2022 within the ACS NSQIP dataset. Patients were stratified into three groups based on preoperative serum albumin: <3.0 g/dL, 3.0-3.5 g/dL, and >3.5 g/dL. Primary outcomes were surgical site infections, wound disruption, reoperation rates, prolonged hospitalization, and 30-day mortality. Regression analyses assessed the impact of hypoalbuminemia (<3.5 g/dL) on outcomes.

Results: In total, 6748 patients were included in the analysis. Distribution of preoperative albumin levels included 4.8% with albumin less than 3.0 gm/dL (Cohort A), 10.7% with albumin between 3.0 and 3.5 gm/dL (Cohort B), and 84.4% with albumin > 3.5 gm/dL (Cohort C). The incidence of superficial SSI (7.7%), deep SSI (2.2%), wound disruption (4.0%), unplanned reoperation (8.6%), and still in hospital at 30 days (5.5%) was significantly higher in Cohort A (p for all < 0.05). Moreover, 30-day mortality was significantly higher in Cohorts A and B, as compared to Cohort C (2.2% vs. 2.3% vs. 1.3%, p = 0.03). On multivariate logistic regression, albumin < 3.5 gm/dL was significantly associated with reoperation (OR = 1.39, p = 0.031), prolonged hospitalization (OR = 1.28, p = 0.038), and 30-day mortality (OR = 1.74, p = 0.025).

Conclusions: Preoperative hypoalbuminemia is independently associated with increased morbidity and mortality following radical cystectomy. Given its modifiable nature, serum albumin should be considered a key target for preoperative optimization.

目的:探讨血清白蛋白在预测根治性膀胱切除术后手术预后中的作用。方法:回顾性队列分析ACS NSQIP数据集中2019年至2022年接受根治性膀胱切除术的成年人。根据术前血清白蛋白水平(3.5 g/dL)将患者分为三组。主要结局为手术部位感染、伤口破裂、再手术率、住院时间延长和30天死亡率。回归分析评估了低白蛋白血症的影响(结果:总共有6748例患者被纳入分析。术前白蛋白水平分布:白蛋白低于3.0 gm/dL的患者占4.8%(队列A),白蛋白在3.0 ~ 3.5 gm/dL的患者占10.7%(队列B),白蛋白在3.0 ~ 3.5 gm/dL的患者占84.4%(队列C)。A组浅表SSI发生率(7.7%)、深部SSI发生率(2.2%)、伤口破裂发生率(4.0%)、计划外再手术发生率(8.6%)、30天仍住院发生率(5.5%)显著高于A组(p均< 0.05)。此外,与队列C相比,队列A和B的30天死亡率显著更高(2.2% vs. 2.3% vs. 1.3%, p = 0.03)。多因素logistic回归分析显示,白蛋白< 3.5 gm/dL与再手术(OR = 1.39, p = 0.031)、住院时间延长(OR = 1.28, p = 0.038)和30天死亡率(OR = 1.74, p = 0.025)显著相关。结论:术前低白蛋白血症与根治性膀胱切除术后发病率和死亡率的增加独立相关。鉴于其可改变的性质,血清白蛋白应被视为术前优化的关键目标。
{"title":"Impact of Hypoalbuminemia on Morbidity and Mortality After Radical Cystectomy.","authors":"Sri Saran Manivasagam, Jay D Raman, Matthew G Kaag","doi":"10.3390/cancers18020313","DOIUrl":"10.3390/cancers18020313","url":null,"abstract":"<p><strong>Objective: </strong>To evaluate the role of serum albumin in predicting surgical outcomes after radical cystectomy.</p><p><strong>Methods: </strong>Retrospective cohort analysis of adults who underwent radical cystectomy from 2019 to 2022 within the ACS NSQIP dataset. Patients were stratified into three groups based on preoperative serum albumin: <3.0 g/dL, 3.0-3.5 g/dL, and >3.5 g/dL. Primary outcomes were surgical site infections, wound disruption, reoperation rates, prolonged hospitalization, and 30-day mortality. Regression analyses assessed the impact of hypoalbuminemia (<3.5 g/dL) on outcomes.</p><p><strong>Results: </strong>In total, 6748 patients were included in the analysis. Distribution of preoperative albumin levels included 4.8% with albumin less than 3.0 gm/dL (Cohort A), 10.7% with albumin between 3.0 and 3.5 gm/dL (Cohort B), and 84.4% with albumin > 3.5 gm/dL (Cohort C). The incidence of superficial SSI (7.7%), deep SSI (2.2%), wound disruption (4.0%), unplanned reoperation (8.6%), and still in hospital at 30 days (5.5%) was significantly higher in Cohort A (<i>p</i> for all < 0.05). Moreover, 30-day mortality was significantly higher in Cohorts A and B, as compared to Cohort C (2.2% vs. 2.3% vs. 1.3%, <i>p</i> = 0.03). On multivariate logistic regression, albumin < 3.5 gm/dL was significantly associated with reoperation (OR = 1.39, <i>p</i> = 0.031), prolonged hospitalization (OR = 1.28, <i>p</i> = 0.038), and 30-day mortality (OR = 1.74, <i>p</i> = 0.025).</p><p><strong>Conclusions: </strong>Preoperative hypoalbuminemia is independently associated with increased morbidity and mortality following radical cystectomy. Given its modifiable nature, serum albumin should be considered a key target for preoperative optimization.</p>","PeriodicalId":9681,"journal":{"name":"Cancers","volume":"18 2","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12839051/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146059801","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
An Inducible BRCA1 Expression System with In Vivo Applicability Uncovers Activity of the Combination of ATR and PARP Inhibitors to Overcome Therapy Resistance. 一个具有体内适用性的可诱导BRCA1表达系统揭示了ATR和PARP抑制剂联合使用克服治疗耐药的活性
IF 4.4 2区 医学 Q1 ONCOLOGY Pub Date : 2026-01-20 DOI: 10.3390/cancers18020309
Elsa Irving, Alaide Morcavallo, Jekaterina Vohhodina-Tretjakova, Paul W G Wijnhoven, Anna L Beckett, Michael P Jacques, Rachel S Evans, Jennifer I Moss, Anna D Staniszewska, Josep V Forment

Background: Poly(ADP-ribose) polymerase inhibitors (PARPi) have transformed cancer therapy for patients harbouring homologous recombination repair (HRR) deficiencies, notably BRCA1/2 mutations. However, resistance to PARPi remains a clinical challenge, with restoration of BRCA1 function via hypomorphic variants representing an understudied scenario.

Methods: Here, we engineered a doxycycline-inducible BRCA1 expression system in the BRCA1-mutant, triple-negative breast cancer cell line MDAMB436, permitting controlled analysis of functionally distinct BRCA1 hypomorphs in vitro and in vivo.

Results: Among multiple BRCA1 variants generated-including RING, coiled-coil, and BRCT domain mutants-only overexpression of the ∆exon11 hypomorph robustly conferred resistance to olaparib and carboplatin, with drug sensitivity correlating to ∆exon11 expression levels. While ∆exon11 BRCA1 mediated HRR restoration, its efficiency was consistently lower than full-length BRCA1, as measured by RAD51 foci formation and interaction with repair partners such as PALB2. In vivo, tumours expressing Δexon11 BRCA1 exhibited only partial resistance to olaparib compared to those expressing full-length BRCA1. Importantly, the combination of olaparib and the ATR inhibitor, ceralasertib, overcame ∆exon11-mediated resistance, impairing RAD51 foci formation in ∆exon11-expressing cells.

Conclusions: Our findings identify a dose-dependent, hypomorphic HRR restoration by ∆exon11 BRCA1, help explain the variable resistance observed in BRCA1-mutant pre-clinical models expressing this hypomorph, and propose ATR inhibition in combination with PARPi as a clinical strategy to counteract therapeutic resistance mediated by ∆exon11 BRCA1 hypomorphs.

背景:聚(adp -核糖)聚合酶抑制剂(PARPi)已经改变了同源重组修复(HRR)缺陷患者的癌症治疗,特别是BRCA1/2突变。然而,对PARPi的耐药性仍然是一个临床挑战,通过半形态变异恢复BRCA1功能的情况尚未得到充分研究。方法:在这里,我们在BRCA1突变的三阴性乳腺癌细胞系MDAMB436中设计了一个多西环素诱导的BRCA1表达系统,允许在体外和体内对功能不同的BRCA1亚型进行对照分析。结果:在产生的多种BRCA1变体中,包括RING、coil -coil和BRCT结构域突变体,只有∆外显子11亚型的过表达强有力地赋予了对奥拉帕尼和卡铂的耐药性,其药物敏感性与∆外显子11的表达水平相关。虽然∆exon11 BRCA1介导HRR恢复,但其效率始终低于全长BRCA1,通过RAD51病灶形成和与修复伙伴(如PALB2)的相互作用来衡量。在体内,与表达全长BRCA1的肿瘤相比,表达Δexon11 BRCA1的肿瘤仅对奥拉帕尼表现出部分耐药性。重要的是,奥拉帕尼和ATR抑制剂ceralasertib联合使用克服了∆exon11介导的耐药性,损害了表达∆exon11的细胞中RAD51病灶的形成。结论:我们的研究结果确定了一种剂量依赖的、下形BRCA1的HRR恢复,有助于解释在表达这种下形的BRCA1突变体的临床前模型中观察到的可变抗性,并提出ATR抑制联合PARPi作为一种临床策略来抵消由∆exon11 BRCA1下形介导的治疗抗性。
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引用次数: 0
The Efficacy of Electronic Health Record-Based Artificial Intelligence Models for Early Detection of Pancreatic Cancer: A Systematic Review and Meta-Analysis. 基于电子健康记录的人工智能模型对胰腺癌早期检测的有效性:系统回顾和荟萃分析。
IF 4.4 2区 医学 Q1 ONCOLOGY Pub Date : 2026-01-20 DOI: 10.3390/cancers18020315
George G Makiev, Igor V Samoylenko, Valeria V Nazarova, Zahra R Magomedova, Alexey A Tryakin, Tigran G Gevorkyan

Background: The persistently low 5-year survival rate for pancreatic cancer (PC) underscores the critical need for early detection. However, population-wide screening remains impractical. Artificial Intelligence (AI) models using electronic health record (EHR) data offer a promising avenue for pre-symptomatic risk stratification.

Objective: To systematically review and meta-analyze the performance of AI models for PC prediction based exclusively on structured EHR data.

Methods: We systematically searched PubMed, MedRxiv, BioRxiv, and Google Scholar (2010-2025). Inclusion criteria encompassed studies using EHR-derived data (excluding imaging/genomics), applying AI for PC prediction, reporting AUC, and including a non-cancer cohort. Two reviewers independently extracted data. Random-effects meta-analysis was performed for AUC, sensitivity (Se), and specificity (Sp) using R software version 4.5.1. Heterogeneity was assessed using I2 statistics and publication bias was evaluated.

Results: Of 946 screened records, 19 studies met the inclusion criteria. The pooled AUC across all models was 0.785 (95% CI: 0.759-0.810), indicating good overall discriminatory ability. Neural Network (NN) models demonstrated a statistically significantly higher pooled AUC (0.826) compared to Logistic Regression (LogReg, 0.799), Random Forests (RF, 0.762), and XGBoost (XGB, 0.779) (all p < 0.001). In analyses with sufficient data, models like Light Gradient Boosting (LGB) showed superior Se and Sp (99% and 98.7%, respectively) compared to NNs and LogReg, though based on limited studies. Meta-analysis of Se and Sp revealed extreme heterogeneity (I2 ≥ 99.9%), and the positive predictive values (PPVs) reported across studies were consistently low (often < 1%), reflecting the challenge of screening a low-prevalence disease.

Conclusions: AI models using EHR data show significant promise for early PC detection, with NNs achieving the highest pooled AUC. However, high heterogeneity and typically low PPV highlight the need for standardized methodologies and a targeted risk-stratification approach rather than general population screening. Future prospective validation and integration into clinical decision-support systems are essential.

背景:胰腺癌(PC)持续低的5年生存率强调了早期发现的重要性。然而,全民筛查仍然不切实际。使用电子健康记录(EHR)数据的人工智能(AI)模型为症状前风险分层提供了一个有希望的途径。目的:系统回顾和荟萃分析人工智能模型在基于结构化电子病历数据的PC预测中的表现。方法:系统检索PubMed、MedRxiv、BioRxiv和谷歌Scholar(2010-2025)。纳入标准包括使用ehr衍生数据(不包括成像/基因组学)、应用AI进行PC预测、报告AUC以及纳入非癌症队列的研究。两名审稿人独立提取数据。采用R软件4.5.1进行AUC、敏感性(Se)和特异性(Sp)随机效应meta分析。采用I2统计量评估异质性,并评估发表偏倚。结果:在946份筛选记录中,19项研究符合纳入标准。所有模型的合并AUC为0.785 (95% CI: 0.759-0.810),表明总体判别能力良好。与Logistic回归(logg, 0.799)、随机森林(RF, 0.762)和XGBoost (XGB, 0.779)相比,神经网络(NN)模型的合并AUC(0.826)在统计学上显著更高(均p < 0.001)。在数据充足的分析中,尽管基于有限的研究,但与神经网络和LogReg相比,像光梯度增强(LGB)这样的模型显示出更高的Se和Sp(分别为99%和98.7%)。Se和Sp的荟萃分析显示了极端的异质性(I2≥99.9%),各研究报告的阳性预测值(ppv)一直很低(通常< 1%),反映了筛查低患病率疾病的挑战。结论:使用电子病历数据的人工智能模型显示出早期PC检测的巨大希望,其中神经网络实现了最高的汇总AUC。然而,高异质性和典型的低PPV强调需要标准化的方法和有针对性的风险分层方法,而不是一般的人群筛查。未来的前瞻性验证和整合到临床决策支持系统是必不可少的。
{"title":"The Efficacy of Electronic Health Record-Based Artificial Intelligence Models for Early Detection of Pancreatic Cancer: A Systematic Review and Meta-Analysis.","authors":"George G Makiev, Igor V Samoylenko, Valeria V Nazarova, Zahra R Magomedova, Alexey A Tryakin, Tigran G Gevorkyan","doi":"10.3390/cancers18020315","DOIUrl":"10.3390/cancers18020315","url":null,"abstract":"<p><strong>Background: </strong>The persistently low 5-year survival rate for pancreatic cancer (PC) underscores the critical need for early detection. However, population-wide screening remains impractical. Artificial Intelligence (AI) models using electronic health record (EHR) data offer a promising avenue for pre-symptomatic risk stratification.</p><p><strong>Objective: </strong>To systematically review and meta-analyze the performance of AI models for PC prediction based exclusively on structured EHR data.</p><p><strong>Methods: </strong>We systematically searched PubMed, MedRxiv, BioRxiv, and Google Scholar (2010-2025). Inclusion criteria encompassed studies using EHR-derived data (excluding imaging/genomics), applying AI for PC prediction, reporting AUC, and including a non-cancer cohort. Two reviewers independently extracted data. Random-effects meta-analysis was performed for AUC, sensitivity (Se), and specificity (Sp) using R software version 4.5.1. Heterogeneity was assessed using I<sup>2</sup> statistics and publication bias was evaluated.</p><p><strong>Results: </strong>Of 946 screened records, 19 studies met the inclusion criteria. The pooled AUC across all models was 0.785 (95% CI: 0.759-0.810), indicating good overall discriminatory ability. Neural Network (NN) models demonstrated a statistically significantly higher pooled AUC (0.826) compared to Logistic Regression (LogReg, 0.799), Random Forests (RF, 0.762), and XGBoost (XGB, 0.779) (all <i>p</i> < 0.001). In analyses with sufficient data, models like Light Gradient Boosting (LGB) showed superior Se and Sp (99% and 98.7%, respectively) compared to NNs and LogReg, though based on limited studies. Meta-analysis of Se and Sp revealed extreme heterogeneity (I<sup>2</sup> ≥ 99.9%), and the positive predictive values (PPVs) reported across studies were consistently low (often < 1%), reflecting the challenge of screening a low-prevalence disease.</p><p><strong>Conclusions: </strong>AI models using EHR data show significant promise for early PC detection, with NNs achieving the highest pooled AUC. However, high heterogeneity and typically low PPV highlight the need for standardized methodologies and a targeted risk-stratification approach rather than general population screening. Future prospective validation and integration into clinical decision-support systems are essential.</p>","PeriodicalId":9681,"journal":{"name":"Cancers","volume":"18 2","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12838961/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146060254","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
HDR Brachytherapy in the Treatment of Skin Kaposi Sarcoma: A Mono-Institutional Series. HDR近距离放疗治疗皮肤卡波西肉瘤:单一机构系列。
IF 4.4 2区 医学 Q1 ONCOLOGY Pub Date : 2026-01-20 DOI: 10.3390/cancers18020319
Bianca Santo, Elisa Ciurlia, Maria Cristina Barba, Elisa Cavalera, Rosa Coppola, Paola De Franco, Sara De Matteis, Giuseppe Di Paola, Angela Leone, Antonella Papaleo, Donatella Russo, Dino Rubini, Giuseppe Rubini, Angela Sardaro

Background: Kaposi sarcoma (KS) is a multifocal, angioproliferative neoplasm strongly associated with human herpesvirus-8 infection. Radiotherapy(RT) is a well established treatment due to the intrinsic radiosensitivity of KS lesions. High-dose-rate contact brachytherapy allows precise dose delivery with optimal sparing of surrounding tissues; however, its application in KS remains poorly documented. Methods: We conducted a retrospective analysis of 10 patients with histologically confirmed KS treated with c-HDR-BRT between June 2010 and June 2023. A total of 40 cutaneous lesions were treated using Leipzig applicators with hypofractionated regimens: 10 Gy in 1 fraction, 20 Gy in 2 fractions, or 30 Gy in 3 fractions. Treatment parameters were individualized based on lesion size and location. Local control (LC), overall survival (OS), disease-specific survival (DSS), and toxicity (graded by the RTOG criteria) were evaluated. Follow-up assessments were performed every four months during the first year and annually thereafter. Results: At a median follow-up of 10.3 years, the 2-year LC, OS, and DSS rates were 100%. Complete response was achieved in 62.5% of lesions, with a partial response observed in 37.5%. Grade 1-2 acute skin toxicities were recorded in 55% of treated lesions, while grade 3 toxicity occurred in a single case (2.5%) and was managed conservatively. The hypofractionated schedule significantly improved patient compliance, particularly in those with multiple lesions requiring sequential irradiation. Conclusions: Our long-term institutional experience supports c-HDR-BRT as a feasible and well tolerated local treatment option for the management of KS, providing favorable long-term local outcomes. These results support the inclusion of c-HDR-BRT in the multidisciplinary treatment of KS, warranting further prospective evaluation.

背景:卡波西肉瘤(KS)是一种多灶性血管增生性肿瘤,与人类疱疹病毒-8感染密切相关。由于KS病变固有的放射敏感性,放疗(RT)是一种成熟的治疗方法。高剂量率的近距离接触治疗允许精确的剂量传递,最佳地保留周围组织;然而,它在KS中的应用仍然缺乏记录。方法:我们对2010年6月至2023年6月期间接受c-HDR-BRT治疗的10例组织学证实的KS患者进行了回顾性分析。使用莱比锡涂抹器治疗总共40个皮肤病变,治疗方案为:10 Gy分1次,20 Gy分2次,或30 Gy分3次。治疗参数根据病灶大小和位置进行个体化。评估局部控制(LC)、总生存期(OS)、疾病特异性生存期(DSS)和毒性(按RTOG标准分级)。第一年每四个月进行一次随访评估,此后每年进行一次。结果:中位随访10.3年,2年LC、OS和DSS率均为100%。62.5%的病灶达到完全缓解,37.5%的病灶达到部分缓解。55%的治疗病变记录了1-2级急性皮肤毒性,而3级毒性发生在单个病例中(2.5%),并进行了保守治疗。低分割方案显著提高了患者的依从性,特别是那些有多个病变需要序贯放疗的患者。结论:我们的长期机构经验支持c-HDR-BRT作为治疗KS的可行且耐受性良好的局部治疗选择,提供有利的长期局部结果。这些结果支持将c-HDR-BRT纳入KS的多学科治疗,需要进一步的前瞻性评估。
{"title":"HDR Brachytherapy in the Treatment of Skin Kaposi Sarcoma: A Mono-Institutional Series.","authors":"Bianca Santo, Elisa Ciurlia, Maria Cristina Barba, Elisa Cavalera, Rosa Coppola, Paola De Franco, Sara De Matteis, Giuseppe Di Paola, Angela Leone, Antonella Papaleo, Donatella Russo, Dino Rubini, Giuseppe Rubini, Angela Sardaro","doi":"10.3390/cancers18020319","DOIUrl":"10.3390/cancers18020319","url":null,"abstract":"<p><p><b>Background:</b> Kaposi sarcoma (KS) is a multifocal, angioproliferative neoplasm strongly associated with human herpesvirus-8 infection. Radiotherapy(RT) is a well established treatment due to the intrinsic radiosensitivity of KS lesions. High-dose-rate contact brachytherapy allows precise dose delivery with optimal sparing of surrounding tissues; however, its application in KS remains poorly documented. <b>Methods:</b> We conducted a retrospective analysis of 10 patients with histologically confirmed KS treated with c-HDR-BRT between June 2010 and June 2023. A total of 40 cutaneous lesions were treated using Leipzig applicators with hypofractionated regimens: 10 Gy in 1 fraction, 20 Gy in 2 fractions, or 30 Gy in 3 fractions. Treatment parameters were individualized based on lesion size and location. Local control (LC), overall survival (OS), disease-specific survival (DSS), and toxicity (graded by the RTOG criteria) were evaluated. Follow-up assessments were performed every four months during the first year and annually thereafter. <b>Results:</b> At a median follow-up of 10.3 years, the 2-year LC, OS, and DSS rates were 100%. Complete response was achieved in 62.5% of lesions, with a partial response observed in 37.5%. Grade 1-2 acute skin toxicities were recorded in 55% of treated lesions, while grade 3 toxicity occurred in a single case (2.5%) and was managed conservatively. The hypofractionated schedule significantly improved patient compliance, particularly in those with multiple lesions requiring sequential irradiation. <b>Conclusions:</b> Our long-term institutional experience supports c-HDR-BRT as a feasible and well tolerated local treatment option for the management of KS, providing favorable long-term local outcomes. These results support the inclusion of c-HDR-BRT in the multidisciplinary treatment of KS, warranting further prospective evaluation.</p>","PeriodicalId":9681,"journal":{"name":"Cancers","volume":"18 2","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12838743/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146060398","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Efficacy and Safety of HAIC Combined with PD-(L)1 Inhibitors and Bevacizumab Versus HAIC with PD-(L)1 Inhibitors and TKIs in Advanced Hepatocellular Carcinoma: A Retrospective Cohort Study. HAIC联合PD-(L)1抑制剂和贝伐单抗与HAIC联合PD-(L)1抑制剂和TKIs治疗晚期肝细胞癌的疗效和安全性:一项回顾性队列研究
IF 4.4 2区 医学 Q1 ONCOLOGY Pub Date : 2026-01-20 DOI: 10.3390/cancers18020314
Zizhuo Wang, Wei Xu, Songlin Song, Yanqiao Ren, Jiacheng Liu, Yiming Liu, Xuefeng Kan, Chuansheng Zheng, Bin Liang

Background: The combination of hepatic arterial infusion chemotherapy (HAIC) with immune checkpoint inhibitors (ICIs) and anti-angiogenic agents represents a potential therapeutic strategy for advanced hepatocellular carcinoma (HCC). This study aimed to compare the efficacy and safety of triple therapies combining HAIC with ICIs and either bevacizumab or tyrosine kinase inhibitors (TKIs) in these patients.

Methods: This retrospective single-center study enrolled 65 consecutive patients with advanced HCC who received HAIC combined with ICIs plus either bevacizumab (bevacizumab group, n = 31) or TKIs (TKIs group, n = 34) between June 2021 and June 2023. Primary endpoints included progression-free survival (PFS), objective response rate (ORR), duration of response (DOR), and safety profiles.

Results: The bevacizumab group demonstrated significantly prolonged median PFS (10.9 vs. 7.4 months, p = 0.001) and higher ORR (83.9% vs. 61.8%, p = 0.047) compared with the TKIs group. DOR was longer in the bevacizumab group (7.9 vs. 5.3 months, p = 0.008). Median overall survival (OS) was not reached in the bevacizumab group versus 22.6 months in the TKIs group. Grade 3-4 adverse events occurred in 67.7% of the bevacizumab group and 73.5% of the TKIs group, with distinct toxicity profiles. Gastrointestinal hemorrhage (45.2%) and gastric ulcer (22.6%) predominated in the bevacizumab group, whereas the TKIs group exhibited more hepatic enzyme elevations (aspartate aminotransferase, 67.6%; alanine aminotransferase, 61.8%), proteinuria (29.4%), diarrhea (26.5%), hand-foot syndrome (20.6%), and reactive cutaneous capillary endothelial proliferation (11.8%).

Conclusions: Bevacizumab-containing triplet therapy was associated with improved tumor control and delayed progression compared to TKIs-based regimens in advanced HCC. The higher bleeding risk in the bevacizumab group highlights the necessity of standardized baseline evaluation and adequate preventive measures.

背景:肝动脉输注化疗(HAIC)联合免疫检查点抑制剂(ICIs)和抗血管生成药物是晚期肝细胞癌(HCC)的一种潜在治疗策略。本研究旨在比较HAIC联合ICIs和贝伐单抗或酪氨酸激酶抑制剂(TKIs)三联疗法在这些患者中的疗效和安全性。方法:这项回顾性单中心研究在2021年6月至2023年6月期间招募了65例连续接受HAIC联合ICIs +贝伐珠单抗(贝伐珠单抗组,n = 31)或TKIs (TKIs组,n = 34)的晚期HCC患者。主要终点包括无进展生存期(PFS)、客观缓解率(ORR)、缓解持续时间(DOR)和安全性。结果:与TKIs组相比,贝伐单抗组显着延长了中位PFS(10.9个月vs. 7.4个月,p = 0.001)和更高的ORR (83.9% vs. 61.8%, p = 0.047)。贝伐单抗组DOR更长(7.9个月对5.3个月,p = 0.008)。贝伐单抗组未达到中位总生存期(OS),而TKIs组为22.6个月。67.7%的贝伐单抗组和73.5%的TKIs组发生了3-4级不良事件,具有不同的毒性特征。贝伐单抗组以胃肠道出血(45.2%)和胃溃疡(22.6%)为主,而TKIs组表现出更多的肝酶升高(天冬氨酸转氨酶,67.6%;丙氨酸转氨酶,61.8%)、蛋白尿(29.4%)、腹泻(26.5%)、手足综合征(20.6%)和反应性皮肤毛细血管内皮增生(11.8%)。结论:在晚期HCC中,与基于tkis的方案相比,含贝伐单抗的三联疗法可改善肿瘤控制和延缓进展。贝伐单抗组较高的出血风险突出了标准化基线评估和适当预防措施的必要性。
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引用次数: 0
Understanding the Experiences of Adolescents and Young Adults Diagnosed with Cancer During Higher Education-An Exploratory Interview Study. 了解患癌青少年在高等教育中的经历——一项探索性访谈研究。
IF 4.4 2区 医学 Q1 ONCOLOGY Pub Date : 2026-01-20 DOI: 10.3390/cancers18020325
Anke W Boumans, Margo J van Hartingsveldt, Angela G E M de Boer, Maaike M Brus, Floor M Hoddenbagh-Bosdijk, Milou J P Reuvers, Jack D Morgan, Martijn M Stuiver, Olga Husson

Background/Objectives: Adolescents and young adults (AYAs) with cancer often begin their careers later in life and are at risk of negative work-related outcomes. Research into and tailored support programs for AYAs diagnosed during higher education remain limited. An improved understanding of AYAs' experiences is essential in guiding the development of age-appropriate support programs. This study explored the impact of cancer and the challenges AYAs face in educational participation and the transition to work. Methods: A qualitative study was conducted with thirteen AYAs diagnosed with cancer during higher education. Participants were interviewed using a semi-structured guide. In collaboration with patient experts as co-researchers, data were analyzed via thematic analysis. Results: Eight analytically derived themes reflected AYA students' experiences: (1) Meaning and importance of education, (2) Reduced performance, (3) Recovery and expectations, (4) Interruption and delay, (5) Transition to work, (6) Disclosure, (7) Challenges related to the context of students, and (8) Experienced lack of support. The themes were clustered into four overarching thematic categories: Meaningful participation, Impact on performance, Academic progress and career transition, and Challenges in navigation. Conclusions: Our findings provide greater insight into the significance of educational participation for AYAs. AYA students encounter challenges stemming from both diagnosis-related changes in functioning and from contextual factors tied to their roles as students and new starters in the labor market. Navigating the healthcare, education, and social systems is complex and AYAs often lack adequate support when resuming their education or transitioning to work. Tailored support programs in healthcare and educational settings should be developed to help AYAs harness their strong motivation to resume studies, enter the labor market, and achieve their full potential.

背景/目的:患有癌症的青少年和青壮年(AYAs)通常较晚开始职业生涯,并且面临负面工作结果的风险。在高等教育期间诊断为AYAs的研究和量身定制的支持计划仍然有限。更好地了解青少年服务者的经验对于指导制定适龄支持计划至关重要。本研究探讨了癌症的影响以及青少年青少年在教育参与和工作过渡中面临的挑战。方法:对13例在接受高等教育期间被诊断为癌症的青少年进行定性研究。参与者接受了半结构化指南的采访。与作为共同研究人员的患者专家合作,通过专题分析对数据进行分析。结果:八个分析衍生的主题反映了AYA学生的经历:(1)教育的意义和重要性,(2)成绩下降,(3)恢复和期望,(4)中断和延迟,(5)过渡到工作,(6)披露,(7)与学生环境相关的挑战,(8)经历缺乏支持。这些主题被分为四个主要的主题类别:有意义的参与、表现的影响、学业进步和职业转型,以及导航中的挑战。结论:我们的研究结果更深入地了解了教育参与对青少年青少年的重要性。AYA学生面临的挑战既来自与诊断相关的功能变化,也来自与他们作为学生和劳动力市场新手的角色相关的环境因素。在医疗保健、教育和社会系统中导航是复杂的,在恢复教育或过渡到工作岗位时,青少年服务者往往缺乏足够的支持。应在医疗保健和教育环境中制定量身定制的支持计划,以帮助青少年青少年利用他们强烈的动力恢复学业,进入劳动力市场,并充分发挥其潜力。
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引用次数: 0
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