Pancreatic Neoplasms

胰腺肿瘤
  • 文章类型: Journal Article
    这项研究确定了手术前腹部MRI对切除PDAC患者全因死亡率的影响。
    2011年1月至2022年12月在安大略省接受胰腺切除术的所有成人(≥18岁)PDAC患者,加拿大,为这项基于人群的队列研究确定(ICD-O-3代码:C250,C251,C252,C253,C257,C258)。患者人口统计学,合并症,PDAC级,医疗和外科管理,生存数据来自ICES多个链接的省级行政数据库。在控制多个协变量后,比较了有和没有手术前腹部MRI的患者的全因死亡率。
    4579名患者的队列包括2432名男性(53.1%)和2147名女性(46.9%),平均年龄为65.2岁(标准差:11.2岁);2998人(65.5%)死亡,1581人(34.5%)存活。切除术后的中位随访时间为22.4个月(四分位距:10.8-48.8个月),胰腺切除术后中位生存期为25.9个月(95%置信区间[95%CI]:24.8,27.5).接受术前腹部MRI检查的患者的中位生存期为33.1个月(95%CI:30.7,37.2),而其他所有患者的中位生存期为21.1个月(95%CI:19.8,22.6)。共有2354/4579(51.4%)患者接受了术前腹部MRI检查,这与全因死亡率下降17.2%(95%CI:11.0,23.1)有关,调整后的风险比(aHR)为0.828(95%CI:0.769,0.890)。
    术前腹部MRI与接受胰腺切除术的PDAC患者的总生存率提高相关,可能是由于肝转移比CT更好的检测。
    北安大略省学术医学协会(NOAMA)临床创新基金。
    UNASSIGNED: This study determined the impact of pre-operative abdominal MRI on all-cause mortality for patients with resected PDAC.
    UNASSIGNED: All adult (≥18 years) PDAC patients who underwent pancreatectomy between January 2011 and December 2022 in Ontario, Canada, were identified for this population-based cohort study (ICD-O-3 codes: C250, C251, C252, C253, C257, C258). Patient demographics, comorbidities, PDAC stage, medical and surgical management, and survival data were sourced from multiple linked provincial administrative databases at ICES. All-cause mortality was compared between patients with and without a pre-operative abdominal MRI after controlling for multiple covariates.
    UNASSIGNED: A cohort of 4579 patients consisted of 2432 men (53.1%) and 2147 women (46.9%) with a mean age of 65.2 years (standard deviation: 11.2 years); 2998 (65.5%) died while 1581 (34.5%) survived. Median follow-up duration post-resection was 22.4 months (interquartile range: 10.8-48.8 months), and median survival post-pancreatectomy was 25.9 months (95% confidence interval [95% CI]: 24.8, 27.5). Patients who underwent a pre-operative abdominal MRI had a median survival of 33.1 months (95% CI: 30.7, 37.2) compared to 21.1 months (95% CI: 19.8, 22.6) for all others. A total of 2354/4579 (51.4%) patients underwent a pre-operative abdominal MRI, which was associated with a 17.2% (95% CI: 11.0, 23.1) decrease in the rate of all-cause mortality, with an adjusted hazard ratio (aHR) of 0.828 (95% CI: 0.769, 0.890).
    UNASSIGNED: Pre-operative abdominal MRI was associated with improved overall survival for PDAC patients who underwent pancreatectomy, possibly due to better detection of liver metastases than CT.
    UNASSIGNED: Northern Ontario Academic Medicine Association (NOAMA) Clinical Innovation Fund.
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  • 文章类型: English Abstract
    探讨胰腺导管腺癌(PDAC)根治性切除术患者的基线临床特征和血液学参数与预后的关系。并为患者临床风险分层提供参考。
    我们回顾性收集了在华西医院接受PDAC根治性手术治疗的445例患者的临床资料,四川大学2010年1月至2019年2月。然后,我们对收集的数据进行了回顾性临床分析.关于患者基本临床特征的数据,血常规检查结果,收集肿瘤指标,探讨其对PDAC患者术后总生存期(OS)的影响。Cox比例风险回归用于确定影响OS的因素。采用SPSS23.0软件包进行统计学分析。
    术后中位总生存期(mOS)为17.0个月(95%CI:15.0-19.0)。纳入研究的患者的1、2、3、4和5年生存率为60.6%,33.4%,19.1%,12.7%,9.6%,分别。多变量Cox比例风险模型分析表明,许多因素独立影响PDAC患者的术后生存率。这些因素包括肿瘤位置(危险比[HR]=1.574,95%CI:1.233-2.011),肿瘤细胞分化程度(HR=0.687,95%CI:0.542-0.870),存在神经浸润(HR=0.686,95%CI:0.538-0.876),TNM分期(HR=1.572,95%CI:1.252-1.974),术后辅助治疗(HR=1.799,95%CI:1.390-2.328),术前饮酒史(HR=0.744,95%CI:0.588-0.943),术前血清CA199水平较高(HR=0.742,95%CI:0.563-0.977)。
    在PDAC患者中,胰腺头部有肿瘤,中度和高度分化,没有局部神经血管侵犯,处于TNM第一阶段,接受术后辅助治疗,手术前没有饮酒史,术前血清CA199小于或等于37U/mL与更好的预后显著相关。
    UNASSIGNED: To explore the relationship between baseline clinical characteristics and hematological parameters of patients undergoing radical resection for pancreatic ductal adenocarcinoma (PDAC) and their prognosis, and to provide references for stratifying the patients\' clinical risks.
    UNASSIGNED: We retrospectively collected clinical data from 445 patients who underwent radical surgical treatment for PDAC at West China Hospital, Sichuan University between January 2010 and February 2019. Then, we conducted retrospective clinical analysis with the collected data. Data on patients\' basic clinical characteristics, routine blood test results, and tumor indicators were collected to explore their effects on the postoperative overall survival (OS) of PDAC patients. Cox proportional hazards regression was used to identify factors affecting OS. Statistical analysis was performed using the SPSS 23.0 software package.
    UNASSIGNED: The postoperative median overall survival (mOS) was 17.0 months (95% CI: 15.0-19.0). The 1, 2, 3, 4, and 5-year survival rates of the patients included in the study were 60.6%, 33.4%, 19.1%, 12.7%, and 9.6%, respectively. The multivariate Cox proportional hazards model analysis demonstrated that a number of factors independently affect postoperative survival in PDAC patients. These factors include tumor location (hazards ratio [HR]=1.574, 95% CI: 1.233-2.011), degree of tumor cell differentiation (HR=0.687, 95% CI: 0.542-0.870), presence of neural invasion (HR=0.686, 95% CI: 0.538-0.876), TNM staging (HR=1.572, 95% CI: 1.252-1.974), postoperative adjuvant therapy (HR=1.799, 95% CI: 1.390-2.328), preoperative drinking history (HR=0.744, 95% CI: 0.588-0.943), and high serum CA199 levels prior to the surgery (HR=0.742, 95% CI: 0.563-0.977).
    UNASSIGNED: In PDAC patients, having tumors located in the head of the pancreas, moderate and high degrees of differentiated, being free from local neurovascular invasion, being in TNM stage Ⅰ, undergoing postoperative adjuvant therapy, no history of alcohol consumption prior to the surgery, and preoperative serum CA199 being less than or equal to 37 U/mL are significantly associated with a better prognosis.
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  • 文章类型: Editorial
    在这篇社论中,我们特别关注胰腺炎症影响胰腺癌的机制.胰腺癌仍然是最致命的癌症类型之一。胰腺癌的发病率和死亡率最高的是发达国家。胰腺癌发病率和死亡率的趋势在世界范围内差异很大。更好地了解病因和确定危险因素对于这种疾病的一级预防至关重要。胰腺肿瘤的特征在于复杂的微环境,其协调代谢改变并支持该生态位内的各种细胞类型之间的相互作用的环境。在这篇社论中,我们强调推动我们理解这些过程的基础研究。在我们的实验中心,我们仔细研究了胰腺炎症和胰腺癌的相关机制.我们专注于肥大细胞(MC)的作用。MC含有促血管生成因子,包括类胰蛋白酶,这与各种肿瘤的血管生成增加有关。在这篇社论中,我们探讨了MC在胰腺导管腺癌组织和邻近正常组织血管生成中的作用。评估包括c-Kit受体阳性MC的密度,类胰蛋白酶阳性MC的密度,类胰蛋白酶阳性MC的区域,和微血管密度方面的血管生成。
    In this editorial, we focus specifically on the mechanisms by which pancreatic inflammation affects pancreatic cancer. Cancer of the pancreas remains one of the deadliest cancer types. The highest incidence and mortality rates of pancreatic cancer are found in developed countries. Trends of pancreatic cancer incidence and mortality vary considerably worldwide. A better understanding of the etiology and identification of the risk factors is essential for the primary prevention of this disease. Pancreatic tumors are characterized by a complex microenvironment that orchestrates metabolic alterations and supports a milieu of interactions among various cell types within this niche. In this editorial, we highlight the foundational studies that have driven our understanding of these processes. In our experimental center, we have carefully studied the mechanisms of that link pancreatic inflammation and pancreatic cancer. We focused on the role of mast cells (MCs). MCs contain pro-angiogenic factors, including tryptase, that are associated with increased angiogenesis in various tumors. In this editorial, we address the role of MCs in angiogenesis in both pancreatic ductal adenocarcinoma tissue and adjacent normal tissue. The assessment includes the density of c-Kit receptor-positive MCs, the density of tryptase-positive MCs, the area of tryptase-positive MCs, and angiogenesis in terms of microvascularization density.
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  • 文章类型: Case Reports
    弥漫性大B细胞淋巴瘤(DLBCL)的结外受累定义为淋巴结外疾病,最多可发生在三分之一的患者中。尽管多器官结外受累很少见。这里,我们描述了一个患者出现广泛转移性病变的病例,包括肺的受累,腮腺,乳房,胰腺,股骨和多个软组织肿块,最初担心原发性乳腺恶性肿瘤。乳腺病理和影像学与三重表达者一致,双重打击IV期高级别B细胞淋巴瘤,广泛的结外受累。结外受累是与高治疗失败率相关的不良预后因素,和靶向CD19的新疗法目前正在研究复发和难治性DLBCL。结外疾病是一种复杂的实体,几乎可以涉及任何器官系统,应考虑新的恶性肿瘤表现。
    Extranodal involvement in diffuse large B-cell lymphoma (DLBCL) is defined as disease outside of the lymph nodes and occurs in up to one-third of patients, though multiorgan extranodal involvement is rare. Here, we describe a case of a patient presenting with widely metastatic lesions, including involvement of the lung, parotid gland, breast, pancreas, femur and multiple soft tissue masses, with initial concern for primary breast malignancy. Breast pathology and imaging were consistent with triple-expressor, double-hit stage IV high-grade B-cell lymphoma with extensive extranodal involvement. Extranodal involvement is a poor prognostic factor associated with high rates of treatment failure, and novel therapies targeting CD19 are currently being studied for relapsed and refractory DLBCL. Extranodal disease is a complex entity that can involve virtually any organ system and should be considered for new presentations of malignancy.
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  • 文章类型: Journal Article
    胰腺神经内分泌肿瘤(PNETs)起源于神经内分泌细胞,是一类罕见的异质性肿瘤,发病率越来越高。诊断,分期,治疗,PNETs的预后在很大程度上取决于确定组织学特征和生物学机制。这里,作者提供了诊断检查(生物标志物和成像)的概述,grade,和PNET的分期。作者还探讨了相关的基因突变和分子通路,并描述了有关手术和全身治疗方式的最新指南。
    Pancreatic neuroendocrine tumors (PNETs) arise from neuroendocrine cells and are a rare class of heterogenous tumors with increasing incidence. The diagnosis, staging, treatment, and prognosis of PNETs depend heavily on identifying the histologic features and biological mechanisms. Here, the authors provide an overview of the diagnostic workup (biomarkers and imaging), grade, and staging of PNETs. The authors also explore associated genetic mutations and molecular pathways and describe updated guidelines on surgical and systemic treatment modalities.
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  • 文章类型: Journal Article
    胰腺神经内分泌肿瘤起源于产生激素的胰岛细胞,一旦大小达到2厘米,就有转移到肝脏的倾向。他们的诊断依赖于计算机断层扫描的组合,MRI,DOTATATEPET,以及有或没有组织活检的内窥镜超声检查。生化检查是由激素过量的患者症状驱动的。
    Pancreatic neuroendocrine tumors originate from hormone-producing islet cells and have a propensity to metastasize to the liver once they reach 2 cm in size. Their diagnosis relies upon a combination of computed tomography, MRI, DOTATATE PET, and endoscopic ultrasound with or without tissue biopsy. Biochemical work-up is driven by patient symptoms of hormone excess.
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  • 文章类型: Journal Article
    我们已经回顾了环状RNA(circularRNAs,circRNAs)在临床前胰腺癌相关体内模型中具有功效的文献。已鉴定的circRNAs靶化学耐药机制(n=5),分泌蛋白和跨膜受体(n=15),转录因子(n=9),信号的分量-(n=11),泛素化-(n=2),自噬系统(n=2),和其他人(n=9)。除了确定治疗干预的目标,circRNAs是治疗胰腺癌的潜在新实体。上调的circRNAs可以被反义寡核苷酸(ASO)抑制,小干扰RNA(siRNA),短发夹RNA(shRNA)或成簇规则间隔的短回文重复序列-CRISPR相关蛋白(CRISPR-CAS)为基础的干预。下调的circRNAs的功能可以通过使用质粒或基于病毒的载体系统的替代疗法来重建。检查了目标验证实验和相应试剂的改进递送系统的开发。
    We have reviewed the literature for circular RNAs (circRNAs) with efficacy in preclinical pancreatic-cancer related in vivo models. The identified circRNAs target chemoresistance mechanisms (n=5), secreted proteins and transmembrane receptors (n=15), transcription factors (n=9), components of the signaling- (n=11), ubiquitination- (n=2), autophagy-system (n=2), and others (n=9). In addition to identifying targets for therapeutic intervention, circRNAs are potential new entities for treatment of pancreatic cancer. Up-regulated circRNAs can be inhibited by antisense oligonucleotides (ASO), small interfering RNAs (siRNAs), short hairpin RNAs (shRNAs) or clustered regularly interspaced short-palindromic repeats-CRISPR associated protein (CRISPR-CAS)-based intervention. The function of down-regulated circRNAs can be reconstituted by replacement therapy using plasmids or virus-based vector systems. Target validation experiments and the development of improved delivery systems for corresponding agents were examined.
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  • 文章类型: Journal Article
    背景:关于胰腺手术后乳糜漏(CL)的现有研究主要集中在胰十二指肠切除术上,而缺乏对全胰腺切除术(TP)的研究。本研究旨在探讨CL的潜在危险因素,并建立胰腺肿瘤患者接受TP的预测模型。
    方法:这项回顾性研究纳入了2015年1月至2023年12月在北京协和医院接受TP的90例连续患者。根据纳入标准,79例患者最终纳入以下分析。进行LASSO回归和多变量逻辑回归分析以确定与CL相关的危险因素并构建预测列线图。然后,ROC分析,校正曲线,决策曲线分析(DCA),并进行临床影响曲线(CIC)评估其区分度,准确度,和功效。由于样本量小,我们采用引导重采样方法,重复500次进行验证。最后,我们绘制并分析了CL患者术后引流量的趋势。
    结果:我们发现静脉切除术(OR=4.352,95CI1.404-14.04,P=0.011)是TP后CL的独立危险因素。手术时间延长(OR=1.473,95CI1.015-2.237,P=0.052)也与CL发生率增加有关。我们将这两个因素包括在我们的预测模型中。自举后曲线下面积(AUC)为0.752(95CI0.622-0.874)。校正曲线,DCA和CIC在我们的列线图中显示出很高的准确性和临床益处。在CL患者中,静脉切除组和B级CL组的平均引流量明显较高。
    结论:静脉切除术是TP术后乳糜漏的独立危险因素。在TP期间接受血管切除术的患者应警惕术后CL的发生。然后,我们构建了由静脉切除和手术时间组成的列线图,以预测接受TP的患者发生CL的几率。
    BACKGROUND: Existing research on chyle leak (CL) after pancreatic surgery is mostly focused on pancreaticoduodenectomy and lacks investigation on total pancreatectomy (TP). This study aimed to explore potential risk factors of CL and develop a predictive model for patients with pancreatic tumor undergoing TP.
    METHODS: This retrospective study enrolled 90 consecutive patients undergoing TP from January 2015 to December 2023 at Peking Union Medical College Hospital. According to the inclusion criteria, 79 patients were finally included in the following analysis. The LASSO regression and multivariate logistic regression analysis were performed to identify risk factors associated with CL and construct a predictive nomogram. Then, the ROC analysis, calibration curve, decision curve analysis (DCA), and clinical impact curve (CIC) were performed to assess its discrimination, accuracy, and efficacy. Due to the small sample size, we adopted the bootstrap resampling method with 500 repetitions for validation. Lastly, we plotted and analyzed the trend of postoperative drainage volume in CL patients.
    RESULTS: We revealed that venous resection (OR = 4.352, 95%CI 1.404-14.04, P = 0.011) was an independent risk factor for CL after TP. Prolonged operation time (OR = 1.473, 95%CI 1.015-2.237, P = 0.052) was also associated with an increased incidence of CL. We included these two factors in our prediction model. The area under the curve (AUC) was 0.752 (95%CI 0.622-0.874) after bootstrap. The calibration curve, DCA and CIC showed great accuracy and clinical benefit of our nomogram. In patients with CL, the mean drainage volume was significantly higher in venous resection group and grade B CL group.
    CONCLUSIONS: Venous resection was an independent risk factor for chyle leak after TP. Patients undergoing vascular resection during TP should be alert for the occurrence of CL after surgery. We then constructed a nomogram consisted of venous resection and operation time to predict the odds of CL in patients undergoing TP.
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  • 文章类型: Journal Article
    目的:本研究旨在通过磷酸化蛋白质组学分析阐明SOX4/MAPK1调节轴介导的IQGAP1磷酸化修饰在胰腺癌发展中的功能作用。
    方法:胰腺癌的蛋白质组学和磷酸蛋白质组学数据来自临床蛋白质组学肿瘤分析联盟(CPTAC)数据库。差异分析,激酶-底物富集分析(KSEA),并对这些数据集进行独立预后分析.根据预后相关蛋白的表达对胰腺癌患者进行亚型分析,并通过预后分析评估不同亚型的预后。对不同亚型中的蛋白质进行差异分析以鉴定高风险亚型中的差异蛋白质。根据预后相关蛋白的表达进行临床相关性分析,胰腺癌分型结果,和胰腺癌蛋白质组学数据集中的临床特征。使用GSEA/GO/KEGG进行功能途径富集分析,并且使用WGCNA分析选择与胰腺癌相关的大多数模块蛋白。在细胞实验中,胰腺癌细胞被分组,通过RT-qPCR和Westernblot实验检测SOX4,MAPK1的表达水平和IQGAP1的磷酸化水平。SOX4对MAPK1启动子转录活性的影响使用双荧光素酶测定来评估,并使用ChIP测定法检查MAPK1启动子上SOX4的富集。扩散,迁移,使用CCK-8,集落形成评估分组胰腺癌细胞的侵袭功能,和Transwell分析。在动物实验中,通过构建皮下和原位胰腺癌异种移植模型,研究了SOX4通过调节MAPK1-IQGAP1磷酸化修饰对肿瘤生长和转移的影响,以及裸鼠肝转移模型。
    结果:磷酸化蛋白质组学和蛋白质组学数据分析显示,激酶MAPK1可能通过促进IQGAP1磷酸化修饰在胰腺癌进展中发挥重要作用。蛋白质组学分析将胰腺癌患者分为两种亚型,C1和C2,其中高风险C2亚型与不良预后相关,恶性肿瘤分型,和丰富的肿瘤相关通路。SOX4可能通过调节MAPK1-IQGAP1磷酸化修饰促进胰腺癌高危C2亚型的发生。体外细胞实验证实,SOX4通过激活MAPK1转录促进IQGAP1磷酸化修饰,沉默SOX4抑制增殖,迁移,通过降低MAPK1-IQGAP1的磷酸化水平来实现胰腺癌细胞的侵袭。在体内,动物实验进一步证实沉默SOX4通过降低MAPK1-IQGAP1的磷酸化水平抑制胰腺癌的生长和转移。
    结论:这项研究的结果表明,SOX4通过激活MAPK1转录促进IQGAP1的磷酸化修饰,从而促进胰腺癌的生长和转移。
    OBJECTIVE: This study aims to elucidate the functional role of IQGAP1 phosphorylation modification mediated by the SOX4/MAPK1 regulatory axis in developing pancreatic cancer through phosphoproteomics analysis.
    METHODS: Proteomics and phosphoproteomics data of pancreatic cancer were obtained from the Clinical Proteomic Tumor Analysis Consortium (CPTAC) database. Differential analysis, kinase-substrate enrichment analysis (KSEA), and independent prognosis analysis were performed on these datasets. Subtype analysis of pancreatic cancer patients was conducted based on the expression of prognostic-related proteins, and the prognosis of different subtypes was evaluated through prognosis analysis. Differential analysis of proteins in different subtypes was performed to identify differential proteins in the high-risk subtype. Clinical correlation analysis was conducted based on the expression of prognostic-related proteins, pancreatic cancer typing results, and clinical characteristics in the pancreatic cancer proteomics dataset. Functional pathway enrichment analysis was performed using GSEA/GO/KEGG, and most module proteins correlated with pancreatic cancer were selected using WGCNA analysis. In cell experiments, pancreatic cancer cells were grouped, and the expression levels of SOX4, MAPK1, and the phosphorylation level of IQGAP1 were detected by RT-qPCR and Western blot experiments. The effect of SOX4 on MAPK1 promoter transcriptional activity was assessed using a dual-luciferase assay, and the enrichment of SOX4 on the MAPK1 promoter was examined using a ChIP assay. The proliferation, migration, and invasion functions of grouped pancreatic cancer cells were assessed using CCK-8, colony formation, and Transwell assays. In animal experiments, the impact of SOX4 on tumor growth and metastasis through the regulation of MAPK1-IQGAP1 phosphorylation modification was studied by constructing subcutaneous and orthotopic pancreatic cancer xenograft models, as well as a liver metastasis model in nude mice.
    RESULTS: Phosphoproteomics and proteomics data analysis revealed that the kinase MAPK1 may play an important role in pancreatic cancer progression by promoting IQGAP1 phosphorylation modification. Proteomics analysis classified pancreatic cancer patients into two subtypes, C1 and C2, where the high-risk C2 subtype was associated with poor prognosis, malignant tumor typing, and enriched tumor-related pathways. SOX4 may promote the occurrence of the high-risk C2 subtype of pancreatic cancer by regulating MAPK1-IQGAP1 phosphorylation modification. In vitro cell experiments confirmed that SOX4 promoted IQGAP1 phosphorylation modification by activating MAPK1 transcription while silencing SOX4 inhibited the proliferation, migration, and invasion of pancreatic cancer cells by reducing the phosphorylation level of MAPK1-IQGAP1. In vivo, animal experiments further confirmed that silencing SOX4 suppressed the growth and metastasis of pancreatic cancer by reducing the phosphorylation level of MAPK1-IQGAP1.
    CONCLUSIONS: The findings of this study suggest that SOX4 promotes the phosphorylation modification of IQGAP1 by activating MAPK1 transcription, thereby facilitating the growth and metastasis of pancreatic cancer.
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  • 文章类型: Journal Article
    目的:开发并验证结合糖类抗原(CA)19-9、CT、和氟-18-氟脱氧葡萄糖(18F-FDG)PET/CT变量可预测可切除的胰腺导管腺癌(PDAC)患者的前期手术后的无复发生存率(RFS)。
    方法:回顾性评估2014年至2017年(开发集)或2018年至2019年(测试集)接受前期手术的可切除PDAC患者。在开发集中,使用多变量Cox比例风险模型开发了风险评分系统,包括与RFS相关的变量。在测试集中,使用HarrellC指数评估风险评分的表现,并与术后病理肿瘤分期进行比较。
    结果:共有529名患者,包括335(198名男性;平均年龄±标准差,64±9岁)和194(103名男性;平均年龄,66±9岁)开发和测试集中的患者,分别,进行了评估。风险评分包括预测RFS的五个变量:肿瘤大小(风险比[HR],每1厘米增加1.29;P<0.001),肿瘤的最大标准化摄取值≥5.2(HR,1.29;P=0.06),可疑区域淋巴结(HR,1.43;P=0.02),18F-FDGPET/CT可能的远处转移(HR,2.32;P=0.03),和CA19-9(HR,每100U/mL增量1.02;P=0.002)。在测试集中,风险评分在预测RFS方面表现良好(C指数,0.61),与病理肿瘤分期相似(C指数,0.64;P=0.17)。
    结论:基于术前CA19-9,CT,和18F-FDGPET/CT变量在选择可切除PDAC的高危患者中可能具有临床实用性。
    OBJECTIVE: To develop and validate a preoperative risk score incorporating carbohydrate antigen (CA) 19-9, CT, and fluorine-18-fluorodeoxyglucose (18F-FDG) PET/CT variables to predict recurrence-free survival (RFS) after upfront surgery in patients with resectable pancreatic ductal adenocarcinoma (PDAC).
    METHODS: Patients with resectable PDAC who underwent upfront surgery between 2014 and 2017 (development set) or between 2018 and 2019 (test set) were retrospectively evaluated. In the development set, a risk-scoring system was developed using the multivariable Cox proportional hazards model, including variables associated with RFS. In the test set, the performance of the risk score was evaluated using the Harrell C-index and compared with that of the postoperative pathological tumor stage.
    RESULTS: A total of 529 patients, including 335 (198 male; mean age ± standard deviation, 64 ± 9 years) and 194 (103 male; mean age, 66 ± 9 years) patients in the development and test sets, respectively, were evaluated. The risk score included five variables predicting RFS: tumor size (hazard ratio [HR], 1.29 per 1 cm increment; P < 0.001), maximal standardized uptake values of tumor ≥ 5.2 (HR, 1.29; P = 0.06), suspicious regional lymph nodes (HR, 1.43; P = 0.02), possible distant metastasis on 18F-FDG PET/CT (HR, 2.32; P = 0.03), and CA 19-9 (HR, 1.02 per 100 U/mL increment; P = 0.002). In the test set, the risk score showed good performance in predicting RFS (C-index, 0.61), similar to that of the pathologic tumor stage (C-index, 0.64; P = 0.17).
    CONCLUSIONS: The proposed risk score based on preoperative CA 19-9, CT, and 18F-FDG PET/CT variables may have clinical utility in selecting high-risk patients with resectable PDAC.
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