Bile Duct Neoplasms

胆管肿瘤
  • 文章类型: Journal Article
    背景:肺门周围癌(pCCA)的外科治疗仍是争论的主题。为了更清晰,本研究旨在评估pCAA患者热切除术的侧面和程度相关结局.
    方法:从我们的前瞻性数据库中确定了总共32例pCCA根治性切除患者。比较右侧(R-H)和左侧(L-H)肝切除术之间的短期和长期临床结果数据和组织病理学结果。
    结果:9例(28.13%)接受了左侧肝切除术,而23例(71.87%)接受了右侧肝切除术。在R-H组中,有13例(56.52%)需要在扩大切除前对将来的肝残块(FLR)进行肝脏调理,5例(21.74%)同时行胰十二指肠切除术。动脉和门静脉重建率分别为17.39%和11.11%(P=1.00),R-H和L-H组分别为60.87%和33.33%(P=0.243),分别。两组之间的短期发病率和死亡率无统计学差异。R0切除率相当(R-H:78.26%与L-H:66.67%;P=0.654),导致左右肝切除术后长期总体和无病生存率相似。
    结论:在pCCA患者中,右侧和左侧切除是安全可行的选择,术后发病率和肿瘤结局相似.连续,理想的手术方式应根据患者的解剖学考虑和未来的肝功能量为患者量身定制.
    BACKGROUND: The surgical management of perihilar carcinoma (pCCA) is still subject of ongoing debate. To provide more clarity, this study was conducted to evaluate outcomes related to the side and extent of heatectomy in patients with pCAA.
    METHODS: A total of 32 patients with curative resection for pCCA were identified from our prospective database. Short-and long-term clinical outcome data and histopathological results were compared between right-sided (R-H) and left-sided (L-H) hepatectomy.
    RESULTS: Nine patients (28.13%) underwent left-sided hepatectomy while a right-sided hepatectomy was accomplished in 23 patients (71.87%). In the R-H group hepatic conditioning of the future liver remnant (FLR) prior to extended resection was necessary in 13 cases (56.52%), and simultaneous pancreaticoduodenectomy was performed in 5 patients (21.74%). The arterial and portal venous reconstruction rates were 17.39% and 11.11% (P=1.00), and 60.87% and 33.33% (P=0.243) in the R-H and L-H groups, respectively. No statistically significant differences in short-term morbidity and mortality between both groups were observed. The rate of R0 resections was comparable (R-H: 78.26% versus L-H: 66.67%; P=0.654) resulting in similar long-term overall and disease-free survival rates after right-and left hepatectomy.
    CONCLUSIONS: In patients with pCCA, both right- and left-sided resections appear to be safe and feasible options with similar postoperative morbidity and oncologic outcomes. Consecutively, the ideal surgical approach should be patient-tailored based on anatomical considerations and the functional future liver capacity.
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  • 文章类型: Journal Article
    背景:肝门周围胆管癌(pCCA)的治疗不仅由于其高的围手术期并发症发生率,而且由于其长期预后不佳,患者中只有少数长期存活者(LTS),因此面临着特殊的挑战。因此,本分析研究了pCCA患者LTS的特征和预测因素.
    方法:在这个单中心分析中,2010~2022年接受pCCA根治性肝切除术的患者被分为长期和短期存活者(STS),不包括围手术期死亡率.二元逻辑回归用于确定组间的关键差异并开发预后综合变量。随后使用Cox回归分析癌症特异性存活(CSS)在手术治疗的pCCA患者的整个队列中测试该复合变量。
    结果:在209个人的队列中,27例患者被确定为LTS(中位CSS=125个月),55例患者被确定为STS(中位CSS=16个月)。多变量分析确定术前门静脉浸润(OR=5.85,p=0.018)和术中红细胞(PRBC)输注(OR=10.29,p=0.002)是两组之间的关键差异。创建了基于这两个特征的预后复合变量,并将其转移到整个队列的Cox回归模型中。这里,复合变量(HR=0.35,p<0.001),淋巴结转移(HR=2.15,p=0.001)和术后并发症(HR=3.06,p<0.001)被确定为CSS的独立预测因子。
    结论:pCCA手术后的长期生存是可能的,并且与术前门静脉浸润和术中PRBC输注密切相关。由于这些变量是术前分期的一部分,或者可以通过术中技术进行调节,提出的预后复合变量可以很容易地转移到临床管理中,以预测接受pCCA手术的患者的肿瘤结局.
    BACKGROUND: The treatment of perihilar Cholangiocarcinoma (pCCA) poses specific challenges not only due to its high perioperative complication rates but also due its dismal long-term prognosis with only a few long-term survivors (LTS) among the patients. Therefore, in this analysis characteristics and predictors of LTS in pCCA patients are investigated.
    METHODS: In this single center analysis, patients undergoing curative-intent liver resection for pCCA between 2010 and 2022 were categorized into long-term and short-term survivors (STS) excluding perioperative mortality. Binary logistic regression was used to determine key differences between the groups and to develop a prognostic composite variable. This composite variable was subsequently tested in the whole cohort of surgically treated pCCA patients using Cox Regression analysis for cancer-specific survival (CSS).
    RESULTS: Within a cohort of 209 individuals, 27 patients were identified as LTS (median CSS = 125 months) and 55 patients as STS (median CSS = 16 months). Multivariable analysis identified preoperative portal vein infiltration (OR = 5.85, p = 0.018) and intraoperative packed red blood cell (PRBC) transfusions (OR = 10.29, p = 0.002) as key differences between the groups. A prognostic composite variable based on these two features was created and transferred into a Cox regression model of the whole cohort. Here, the composite variable (HR = 0.35, p<0.001), lymph node metastases (HR = 2.15, p = 0.001) and postoperative complications (HR = 3.06, p<0.001) were identified as independent predictors of CSS.
    CONCLUSIONS: Long-term survival after surgery for pCCA is possible and is strongly negatively associated with preoperative portal vein infiltration and intraoperative PRBC transfusion. As these variables are part of preoperative staging or can be modulated by intraoperative technique, the proposed prognostic composite variable can easily be transferred into clinical management to predict the oncological outcome of patients undergoing surgery for pCCA.
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  • 文章类型: Systematic Review
    目的:内镜逆行胰胆管造影术(ERCP)与刷细胞学检查是诊断肝胆恶性肿瘤的重要工具。然而,报告的刷状细胞学的敏感性并不理想,并且每个研究都有明显差异。本研究的目的是分析ERCP期间胆道内刷牙的最佳技术。
    方法:使用Pubmed,Embase和Cochrane图书馆,并根据PRISMA指南报告。报告的干预措施应涉及ERCP,由内窥镜医师进行,比较不同的刷牙技术。主要结果是对恶性肿瘤的敏感性。包括截至2022年12月发表的研究。排除了用于处理材料的经皮技术和细胞学或实验室技术。使用Quadas-2工具评估偏差。分析了集中的敏感性率和森林地块的主要结果。
    结果:共纳入16项研究。三项研究报道了胆道狭窄扩张之前或之后的刷牙。没有发现灵敏度的改善。五项研究报告了替代刷子设计。这不会导致灵敏度的提高。七项研究报告了胆汁的抽吸和分析,导致灵敏度提高16%(95%CI4-29%)。一项研究报告说,进入狭窄的刷子数量增加了,提供20%的灵敏度增加。发现研究之间存在很大的异质性,方法和统计。
    结论:在ERCP过程中,增加刷检次数和送胆液进行细胞学检查可增加胆道刷检的敏感性。刷前扩张或替代刷子设计没有增加灵敏度。
    OBJECTIVE: Endoscopic retrograde cholangiopancreatography (ERCP) with brush cytology is an important tool in the diagnosis of hepatobiliary malignancies. However, reported sensitivity of brush cytology is suboptimal and differs markedly per study. The aim of this study is to analyze the optimal technique of endobiliary brushing during ERCP.
    METHODS: A systematic review and meta-analysis according was performed using Pubmed, Embase and Cochrane library, and reported reported according to the PRISMA guidelines. The intervention reported should involve ERCP, performed by the endoscopist with a comparison of different brushing techniques. The primary outcome was sensitivity for malignancy. Studies published up to December 2022 were included. Percutaneous techniques and cytological or laboratory techniques for processing of material were excluded. Bias was assessed using the Quadas-2 tool. Pooled sensitivity rates and Forest plots were analyzed for the primary outcome.
    RESULTS: A total of 16 studies were included. Three studies reported on brushing before or after dilation of a biliary stricture. No improvement in sensitivity was found. Five studies reported on alternative brush designs. This did not lead to improved sensitivity. Seven studies reported on the aspiration and analysis of bile fluid, which resulted in a 16% increase in sensitivity (95% CI 4-29%). One study reported an increased in the number of brush passes to the stricture, providing an increase in sensitivity of 20%. Substantial heterogeneity between studies was found, both methodological and statistical.
    CONCLUSIONS: Increasing the number of brush-passes and sending bile fluid for cytology increases the sensitivity of biliary brushings during ERCP. Dilation before brushing or alternative brush designs did not increase sensitivity.
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  • 文章类型: Journal Article
    肝内胆管癌(ICC)是一种与预后不良和死亡率增加相关的肝癌;有限的治疗策略突出了迫切需要进行研究。中医(TCM),单独使用或与其他治疗结合使用,可以增强治疗效果,提高患者生活质量,延长总生存期。总的来说,使用细胞计数试剂盒-8测定法和ICC细胞系对2,538种活性化合物的TCM文库进行了两轮筛选。通过集落形成评估细胞增殖和迁移能力,5-乙炔基-2脱氧尿苷,将愈合和Transwell分析。洋地黄毒苷(DT)对信号通路的影响最初使用RNA测序进行了研究,并使用逆转录定量PCR进行了进一步验证。西方印迹,凝集素印迹和流式细胞术。通过慢病毒转染产生稳定过表达ST6β-半乳糖苷α-2,6-唾液酸转移酶1(ST6GAL1)的ICC细胞。结果表明,通过两轮高通量文库筛选,DT成为高效的抗ICC候选物。DT可以通过抑制NF‑κB激活和降低核磷酸化NF‑κB水平来抑制ICC细胞的增殖和迁移。随着ST6GAL1mRNA和蛋白表达的减少。在ICC细胞中过表达ST6GAL1可以抵消DT的上述生物学效应和信号通路。总之,DT通过靶向NF‑κB/ST6GAL1信号轴抑制ICC细胞增殖和迁移。本研究的结果表明,DT在管理ICC方面具有良好的治疗效果,为治疗策略提供新的途径。
    Intrahepatic cholangiocarcinoma (ICC) is a type of liver cancer associated with poor prognosis and increased mortality; the limited treatment strategy highlights the urgent need for investigation. Traditional Chinese Medicine (TCM), used alone or in combination with other treatments, can enhance therapeutic efficacy, improve life quality of patients and extend overall survival. In total, two rounds of screening of a TCM library of 2,538 active compounds were conducted using a Cell Counting Kit‑8 assay and ICC cell lines. Cell proliferation and migration abilities were assessed through colony formation, 5‑ethynyl‑2\'‑deoxyuridine, would healing and Transwell assays. The impact of digitoxin (DT) on signaling pathways was initially investigated using RNA sequencing and further validated using reverse transcription‑quantitative PCR, western blotting, lectin blotting and flow cytometry. ICC cells stably overexpressing ST6 β‑galactoside α‑2,6‑sialyltransferase 1 (ST6GAL1) were generated through lentiviral transfection. It was shown that DT emerged as a highly effective anti‑ICC candidate from two rounds high‑throughput library screening. DT could inhibit the proliferation and migration of ICC cells by suppressing NF‑κB activation and reducing nuclear phosphorylated‑NF‑κB levels, along with diminishing ST6GAL1 mRNA and protein expression. The aforementioned biological effects and signal pathways of DT could be counteracted by overexpressing ST6GAL1 in ICC cells. In conclusion, DT suppressed ICC cell proliferation and migration by targeting the NF‑κB/ST6GAL1 signaling axis. The findings of the present study indicated the promising therapeutic effects of DT in managing ICC, offering new avenues for treatment strategies.
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  • 文章类型: Journal Article
    尽管在一些大型肝胆中心已经报道了用于肝门部胆管癌(HCCA)的机器人根治性切除术,胆肠重建(BER)仍然是阻碍手术成功的关键步骤。本研究旨在评估BER在HCCA机器人根治性切除术中的可行性和质量,并提出技术建议。方法对2016年1月至2023年7月在浙江省人民医院接受微创根治术的HCCA患者进行回顾性研究。1:2倾向得分匹配(PSM),广泛用于减少选择偏差,是为了评估结果,特别是与BER相关的数据,在机器人和腹腔镜手术之间。纳入46例HCCA患者;10例接受了机器人辅助切除,而其他人则接受了腹腔镜手术。以1:2的比例进行PSM后,将10和20名患者分配到机器人辅助组和腹腔镜组,分别。两组的基线特征总体上平衡良好。机器人组平均肝切除时间长于腹腔镜组(139.5±38.8vs108.1±35.8min,P=0.036)。然而,前者术中失血较少[200(50-500)vs310(100-850)ml],尽管没有统计学差异(P=0.109)。残余胆管数量分别为2.6±1.3和2.7±1.2(P=0.795),两组吻合口均为1.6±0.7(P=0.965)。误码率时间分别为38.4±13.6和59.1±25.5min(P=0.024),占总手术时间的9.9±2.8%和15.4±4.8%(P=0.001)。虽然腹腔镜组术后胆漏发生率(40%)高于机器人组(10%),两组间差异无统计学意义(P=0.204);拔管分别为6.7±4.4和12.1±11.7天(P=0.019);吻合口狭窄和结石发生率分别为10%和30%(P=0.372),0%和15%(P=0.532),分别。两组均未出现出血或胆漏相关死亡。HCCA的机器人根治性切除术可提供与常规腹腔镜手术相当的围手术期结果,并且在吻合时间和质量方面趋于有利。随着手术技术和经验的提高,我们对其未来的广泛应用持乐观态度。
    Although robotic radical resection for hilar cholangiocarcinoma (HCCA) has been reported in some large hepatobiliary centers, biliary-enteric reconstruction (BER) remains a critical step that hampers the operation\'s success. This study aimed to evaluate the feasibility and quality of BER in robotic radical resection of HCCA and propose technical recommendations. A retrospective study was conducted on patients with HCCA who underwent minimally invasive radical resection at Zhejiang Provincial People\'s Hospital between January 2016 and July 2023. A 1:2 propensity score matching (PSM), widely used to reduce selection bias, was performed to evaluate the outcomes, especially BER-related data, between the robotic and laparoscopic surgery. Forty-six patients with HCCA were enrolled; ten underwent robotic-assisted resection, while the others underwent laparoscopic surgery. After PSM at a ratio of 1:2, 10 and 20 patients were assigned to the robot-assisted and laparoscopic groups, respectively. The baseline characteristics of both groups were generally well-balanced. The average liver resection time was longer in the robotic group than in the laparoscopic group (139.5 ± 38.8 vs 108.1 ± 35.8 min, P = 0.036). However, the former had less intraoperative blood loss [200 (50-500) vs 310 (100-850) ml], despite no statistical difference (P = 0.109). The number of residual bile ducts was 2.6 ± 1.3 and 2.7 ± 1.2 (P = 0.795), and anastomoses were both 1.6 ± 0.7 in the two groups (P = 0.965). The time of BER was 38.4 ± 13.6 and 59.1 ± 25.5 min (P = 0.024), accounting for 9.9 ± 2.8% and 15.4 ± 4.8% of the total operation time (P = 0.001). Although postoperative bile leakage incidence in laparoscopic group (40%) was higher than that in robotic group (10%), there was no significant difference between the two groups (P = 0.204); 6.7 ± 4.4 and 12.1 ± 11.7 days were observed for tube drawing (P = 0.019); anastomosis stenosis and calculus rate was 10% and 30% (P = 0.372), 0% and 15% (P = 0.532), respectively. Neither group had hemorrhage- or bile leakage-related deaths. Robotic radical resection for HCCA may offer perioperative outcomes comparable to conventional laparoscopic procedures and tends to be advantageous in terms of anastomosis time and quality. We are optimistic about its wide application in the future with the improvement of surgical techniques and experience.
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  • 文章类型: Case Reports
    目的:肿瘤组织的基因组检查已被临床接受,鉴定分子靶向治疗的可行突变可能为晚期恶性肿瘤患者提供实质性生存益处.
    方法:一名60多岁的女性患者在肝门部胆管癌根治性手术14个月后,由于周围转移肿瘤,表现为小肠传入环狭窄。吉西他滨加顺铂化疗18个月。在化疗期间进行了脑盘检查,并显示出很高的肿瘤突变负担。手术后38个月,一个新的复发肿瘤,尺寸为2.7厘米,在腹壁观察到,组织学证明是转移性腺癌。给予阿替珠单抗。经过三个周期的治疗,由于健康保险接受了pembrolizumab,因此将治疗改用pembrolizumab.免疫检查点抑制剂给药6个月后,腹壁和小肠复发肿瘤消失,患者继续使用pembrolizumab,术后存活76个月,没有任何肿瘤的临床证据。
    结论:免疫检查点阻断成功地延长了具有高肿瘤突变负担的晚期肝门部胆管癌患者的生存期,尽管这种成功反应的最佳突变数量需要澄清。
    OBJECTIVE: Genomic examination of tumor tissue has been clinically accepted, and the identification of actionable mutations for molecular-targeted therapy may provide substantial survival benefit for patients with advanced malignancies.
    METHODS: A female patient in her 60s showed a stenosis of the afferent loop of the small intestine because of circumferential metastatic tumor 14 months after curative surgery for hilar cholangiocarcinoma. Chemotherapy with gemcitabine plus cisplatin was administered for 18 months. An oncopanel examination was performed during chemotherapy, and a high tumor mutation burden was revealed. At 38 months after surgery, a new recurrent tumor, 2.7 cm in size, was observed in the abdominal wall, which was histologically proven to be metastatic adenocarcinoma. Atezolizumab was administered. After three cycles of treatment, treatment was switched to pembrolizumab because of its acceptance by healthcare insurance. The recurrent tumors in the abdominal wall and small intestine disappeared 6 months after the administration of immune checkpoint inhibitor, and the patient has continued pembrolizumab, surviving for 76 months after surgery without any clinical evidence of tumor.
    CONCLUSIONS: Immune checkpoint blockade successfully prolonged the survival of a patient with advanced hilar cholangiocarcinoma with high tumor mutation burden, although the optimal number of mutations for such a successful response needs to be clarified.
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  • 文章类型: Journal Article
    胆管癌(CCA)是起源于胆管上皮的侵袭性癌症,在亚洲国家尤其普遍的肝吸虫感染。目前用于CCA的化疗通常由于耐药性而失败,需要新的抗癌剂。本研究调查了5'-脱氧-5'-甲硫腺苷(MTA)的潜力,一种天然存在的核苷,反对CCA。虽然MTA已经显示出对抗各种癌症的希望,其对CCA的影响仍未被探索。我们评估了MTA在CCA细胞系和耐药亚系中的抗癌活性,评估细胞活力,迁移,入侵,和凋亡。通过使用LC-MS/MS的蛋白质组学分析和生物信息学分析,探索了MTA的潜在抗癌机制。结果显示CCA细胞活力的剂量依赖性降低,与正常细胞相比,对癌细胞的作用增强。此外,MTA抑制生长,诱导细胞凋亡,并抑制细胞迁移和侵袭。此外,MTA增强吉西他滨对耐药CCA细胞的抗癌作用。蛋白质组学揭示了MTA对多种蛋白质的下调,影响各种分子功能,生物过程,和细胞成分。网络分析强调MTA在抑制与线粒体功能和能量衍生相关的蛋白质中的作用,对细胞生长和存活至关重要。此外,MTA抑制参与细胞形态和细胞骨架组织的蛋白质,重要的癌细胞运动和转移。六个候选基因,包括ZNF860,KLC1,GRAMD1C,妈妈,TANC1和TTC13选自蛋白质组学结果中鉴定的前10种最下调的蛋白质,随后通过RT-qPCR验证。Further,通过蛋白质印迹证实MTA处理对KLC1蛋白的抑制。此外,基于TCGA数据,与正常邻近组织相比,CCA患者的组织中KLC1mRNA被上调。总之,MTA通过抑制生长显示出对CCA的有希望的抗癌潜力,诱导细胞凋亡,抑制迁移和入侵,同时增强吉西他滨的效果。蛋白质组学分析阐明了MTA抗癌活性潜在的分子机制,为未来MTA作为先进CCA治疗方法的研究和发展奠定基础。
    Cholangiocarcinoma (CCA) is an aggressive cancer originating from bile duct epithelium, particularly prevalent in Asian countries with liver fluke infections. Current chemotherapy for CCA often fails due to drug resistance, necessitating novel anticancer agents. This study investigates the potential of 5\'-deoxy-5\'-methylthioadenosine (MTA), a naturally occurring nucleoside, against CCA. While MTA has shown promise against various cancers, its effects on CCA remain unexplored. We evaluated MTA\'s anticancer activity in CCA cell lines and drug-resistant sub-lines, assessing cell viability, migration, invasion, and apoptosis. The potential anticancer mechanisms of MTA were explored through proteomic analysis using LC-MS/MS and bioinformatic analysis. The results show a dose-dependent reduction in CCA cell viability, with enhanced effects on cancer cells compared to normal cells. Moreover, MTA inhibits growth, induces apoptosis, and suppresses cell migration and invasion. Additionally, MTA enhanced the anticancer effects of gemcitabine on drug-resistant CCA cells. Proteomics revealed the down-regulation of multiple proteins by MTA, affecting various molecular functions, biological processes, and cellular components. Network analysis highlighted MTA\'s role in inhibiting proteins related to mitochondrial function and energy derivation, crucial for cell growth and survival. Additionally, MTA suppressed proteins involved in cell morphology and cytoskeleton organization, important for cancer cell motility and metastasis. Six candidate genes, including ZNF860, KLC1, GRAMD1C, MAMSTR, TANC1, and TTC13, were selected from the top 10 most down-regulated proteins identified in the proteomics results and were subsequently verified through RT-qPCR. Further, KLC1 protein suppression by MTA treatment was confirmed through Western blotting. Additionally, based on TCGA data, KLC1 mRNA was found to be upregulated in the tissue of CCA patients compared to that of normal adjacent tissues. In summary, MTA shows promising anticancer potential against CCA by inhibiting growth, inducing apoptosis, and suppressing migration and invasion, while enhancing gemcitabine\'s effects. Proteomic analysis elucidates possible molecular mechanisms underlying MTA\'s anticancer activity, laying the groundwork for future research and development of MTA as a treatment for advanced CCA.
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  • 文章类型: Journal Article
    临床,胆管癌的诊断和治疗通常根据发生的位置而有所不同,研究很少考虑不同病理类型之间的差异。大型和中型肝内胆管的胆管癌大多是粘液性的,而在小型胆管中没有;粘液性肝外胆管癌也比粘液性肝内胆管癌更常见。然而,目前尚不清楚这些病理类型的差异是否与预后有关。
    从监测中分析了总共22509名患者的数据,流行病学,和最终结果计划数据库,其中22299例患者被诊断为常见的腺胆管癌,而210例被诊断为黏液性胆管癌。基于倾向得分匹配(PSM)分析,在这两组临床上,人口统计学,和治疗特征进行了对比。使用Cox和LASSO回归分析和Kaplan-Meier存活曲线分析数据。最终,我们建立了总生存期(OS)和癌症特异性生存期(CSS)相关的预后模型,并在试验和外部数据集进行了验证,并创建了列线图来预测这些患者的预后.
    粘液性胆管癌和腺胆管癌的预后无差异。因此,我们构建了可同时用于粘液性和胆管癌的预后模型和列线图。通过比较9个独立的关键特征,即年龄,肿瘤大小,原发性肿瘤的数量,AJCC阶段,Grade,淋巴结状态,转移,手术和化疗,计算每个个体的风险评分.通过在OS和CSS预后模型中整合这两种病理类型,可以在多个数据集上获得有效的预后预测结果(OS:AUC0.70-0.87;CSS:AUC0.74-0.89)。
    年龄,肿瘤大小,原发性肿瘤的数量,AJCC阶段,Grade,淋巴结状态,转移,手术和化疗是黏液性和普通胆管癌患者OS或CSS的独立预后因素。可同时用于粘液性和腺胆管癌的列线图在胆管癌的临床实践和管理中具有重要意义。
    UNASSIGNED: Clinically, the diagnosis and treatment of cholangiocarcinoma are generally different according to the location of occurrence, and the studies rarely consider the differences between different pathological types. Cholangiocarcinomas in large- and middle-sized intrahepatic bile ducts are mostly mucinous, while in small sized bile duct are not; mucinous extrahepatic cholangiocarcinomas are also more common than mucinous intrahepatic cholangiocarcinoma. However, it is unclear whether these pathological type differences are related to the prognosis.
    UNASSIGNED: Data of total 22509 patients was analyzed from Surveillance, Epidemiology, and End Results program database out of which 22299 patients were diagnosed with common adeno cholangiocarcinoma while 210 were diagnosed with mucinous cholangiocarcinoma. Based on the propensity score matching (PSM) analysis, between these two groups\' clinical, demographic, and therapeutic features were contrasted. The data were analyzed using Cox and LASSO regression analysis and Kaplan-Meier survival curves. Ultimately, overall survival (OS) and cancer specific survival (CSS) related prognostic models were established and validated in test and external datasets and nomograms were created to forecast these patients\' prognosis.
    UNASSIGNED: There was no difference in prognosis between mucinous cholangiocarcinoma and adeno cholangiocarcinoma. Therefore, we constructed prognostic model and nomogram that can be used for mucinous and adeno cholangiocarcinoma at the same time. By comparing the 9 independent key characteristics i.e. Age, tumor size, the number of primary tumors, AJCC stage, Grade, lymph node status, metastasis, surgery and chemotherapy, risk scores were calculated for each individual. By integrating these two pathological types in OS and CSS prognostic models, effective prognosis prediction results could be achieved in multiple datasets (OS: AUC 0.70-0.87; CSS: AUC 0.74-0.89).
    UNASSIGNED: Age, tumor size, the number of primary tumors, AJCC stage, Grade, lymph node status, metastasis, surgery and chemotherapy are the independent prognostic factors in OS or CSS of the patients with mucinous and ordinary cholangiocarcinoma. Nomogram that can be used for mucinous and adeno cholangiocarcinoma at the same time is of significance in clinical practice and management of cholangiocarcinoma.
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  • 文章类型: Journal Article
    背景:肝内胆管癌(ICC)预后不良,研究不足。根据ICC患者的临床特点,我们构建了机器学习模型,以了解它们对生存的重要性并准确确定患者的预后,旨在制定参考值,指导医生制定更有效的治疗方案。
    方法:本研究使用机器学习(ML)算法,使用来自SEER的1,751名患者的ICC数据建立预测模型(监测,流行病学,和最终结果)数据库和58例医院病例。使用接收器工作特性曲线分析比较了模型的性能,C指数,和Brier得分.
    结果:总共8个变量用于构建ML模型。我们的分析确定了随机生存森林模型是预后预测的最佳方法。在训练组中,其C指数,Brier得分,和曲线下面积值分别为0.76、0.124和0.882,它在测试队列中也表现良好。Kaplan-Meier生存分析显示该模型能有效判断患者预后。
    结论:据我们所知,这是首个在高发病率年龄组中建立ICCML预后模型的研究.在ML模型中,随机生存森林模型预测预后效果最好。
    BACKGROUND: Intrahepatic cholangiocarcinoma (ICC) has a poor prognosis and is understudied. Based on the clinical features of patients with ICC, we constructed machine learning models to understand their importance on survival and to accurately determine patient prognosis, aiming to develop reference values to guide physicians in developing more effective treatment plans.
    METHODS: This study used machine learning (ML) algorithms to build prediction models using ICC data on 1,751 patients from the SEER (Surveillance, Epidemiology, and End Results) database and 58 hospital cases. The models\' performances were compared using receiver operating characteristic curve analysis, C-index, and Brier scores.
    RESULTS: A total of eight variables were used to construct the ML models. Our analysis identified the random survival forest model as the best for prognostic prediction. In the training cohort, its C-index, Brier score, and Area Under the Curve values were 0.76, 0.124, and 0.882, respectively, and it also performed well in the test cohort. Kaplan-Meier survival analysis revealed that the model could effectively determine patient prognosis.
    CONCLUSIONS: To our knowledge, this is the first study to develop ML prognostic models for ICC in the high-incidence age group. Of the ML models, the random survival forest model was best at prognosis prediction.
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  • 文章类型: Journal Article
    背景:产粘蛋白的胆管癌(MPCC)是罕见的胆道恶性肿瘤。关于这种类型的胆管癌(CCA)的研究是有限的,尤其是生存的结果。我们的目标是评估生存率,CCA患者手术后的中位生存时间,并确定MPCC与生存之间的关系。
    目的:为了评估生存率,胆管癌患者手术后的中位生存时间,并确定产生粘蛋白的胆管癌与生存之间的关系。
    方法:从胆管癌筛查和护理计划(CASCAP)在2013年至2020年期间接受手术的CCA患者,泰国东北部被纳入研究。MPCC基于手术后的病理结果。CCA患者的生存通过医疗记录和民事登记得到证实。估计自CCA手术之日起的生存率和中位生存时间及其95%置信区间(CI)。进行多重cox回归以评估与生存相关的因素,这些因素通过调整后的风险比(AHR)及其95%CI进行量化。
    结果:在构成24,593人-月的1,249例CCA患者中,687人在研究完成时死亡。总发病率为2.79/100患者每月,中位生存时间为21.77个月(95%CI:19.87-23.84),5年生存率为28.29%(95%CI:24.99-31.67)。从这些病人身上,210人(16.81%)为MPCC,发病率为每月每100名患者1.81名,中位生存时间为41.21个月(95%CI:26.16-81.97),5年生存率为44.69%(95%CI:32.47-56.16)。与非MPCC相比,MPCC死亡的可能性降低了35%(AHR=0.65;95%CI:0.50-0.84)。
    结论:我们的研究表明,患有MPCC的CCA患者比没有MPCC的患者具有更长的生存时间和更高的生存率。这种分类将导致CCA患者的适当治疗指南。
    BACKGROUND: Mucin-producing cholangiocarcinoma (MPCC) was rare biliary tract malignancy. Studies regarding this type of cholangiocarcinoma (CCA) were limited, particularly the survival outcome. We aim to evaluate the survival rate, median survival time after surgery among CCA patients and to determine the association between MPCC and survival.
    OBJECTIVE: To evaluate survival rate, median survival time after surgery among cholangiocarcinoma patients and to determine the association between mucin-producing cholangiocarcinoma and survival.
    METHODS: CCA patients who underwent surgery between 2013 and 2020 from the Cholangiocarcinoma Screening and Care Program (CASCAP), Northeast Thailand were included in the study. The MPCC was based on pathological findings after surgery. The survival of CCA patients was verified through medical records and civil registration. Survival rates and median survival time since the date of CCA surgery and its 95% confidence intervals (CI) were estimated. Multiple cox regression was performed to evaluate factors associated with survival which were quantified by adjusted hazard ratios (AHR) and their 95% CI.
    RESULTS: Of 1,249 CCA patients which constituted 24,593 person-months, 687 died at the completion of the study. The overall incidence rate was 2.79 per 100 patients per month, the median survival time was 21.77 months (95% CI: 19.87 - 23.84), and the 5-year survival rate was 28.29% (95% CI: 24.99 - 31.67). From these patients, 210 (16.81%) were MPCC, the incidence rate was 1.81 per 100 patients per month, median survival time was 41.21 months (95% CI: 26.16 - 81.97), and 5-year survival rate was 44.69% (95% CI: 32.47 - 56.16). MPCC were 35% less likely to died compared with non-MPCC (AHR = 0.65; 95% CI: 0.50 - 0.84).
    CONCLUSIONS: Our study revealed that CCA patients with MPCC had longer survival times and higher survival rates than those without MPCC. This classification will lead to appropriate treatment guidelines for CCA patients.
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