Pancreatic Fistula

胰腺瘘
  • 文章类型: Systematic Review
    这项系统评价和荟萃分析旨在比较机器人辅助手术与开腹手术治疗胰腺导管腺癌(PDAC)患者的围手术期和肿瘤学结果。该研究遵循系统评价和荟萃分析(PRISMA)指南的首选报告项目。截至2024年6月15日的随机对照试验(RCT)和队列研究使用PubMed,EMBASE,谷歌学者。此外,纳入研究的参考清单,相关评论文章,和临床指南进行了手动搜索.评估的主要结果是住院时间,90天死亡率,术后胰瘘(POPF),和胰腺切除术后出血(PPH)。次要结果包括估计的失血量,再手术率,淋巴结产量,和手术时间。最终分析包括10项回顾性队列研究,涉及23,272例患者(2,179例机器人辅助手术和21,093例开放手术)。两种手术在术后胰瘘方面无显著差异,胰腺切除术后出血,淋巴结产量,和手术时间。然而,接受机器人辅助手术的患者住院时间较短,90天死亡率较低,与接受开放手术的人相比,估计的失血更少。机器人辅助组的再手术率较高。机器人辅助手术治疗胰腺导管腺癌是安全可行的。与开放手术相比,它提供了更好的围手术期和短期肿瘤学结果,但再次手术的风险更高。
    This systematic review and meta-analysis aimed to compare perioperative and oncologic outcomes in patients with pancreatic ductal adenocarcinoma (PDAC) treated with robotic-assisted surgery versus open laparotomy. The study followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Randomized controlled trials (RCTs) and cohort studies up to June 15, 2024, were identified using PubMed, EMBASE, and Google Scholar. Additionally, reference lists of included studies, relevant review articles, and clinical guidelines were manually searched. The primary outcomes evaluated were length of stay, 90-day mortality, postoperative pancreatic fistula (POPF), and Post-pancreatectomy haemorrhage (PPH). Secondary outcomes included estimated blood loss, reoperation rate, lymph node yield, and operative time. The final analysis included 10 retrospective cohort studies involving 23,272 patients (2,179 robotic-assisted and 21,093 open surgery). There were no significant differences between the two procedures in terms of postoperative pancreatic fistula, Post-pancreatectomy haemorrhage, lymph node yield, and operative time. However, patients undergoing robotic-assisted surgery had shorter lengths of stay, lower 90-day mortality, and less estimated blood loss compared to those undergoing open surgery. The reoperation rate was higher for the robotic-assisted group. Robotic-assisted surgery for pancreatic ductal adenocarcinoma is safe and feasible. Compared to open surgery, it offers better perioperative and short-term oncologic outcomes, but with a higher risk of reoperation.
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  • 文章类型: Letter
    暂无摘要。
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  • 文章类型: Journal Article
    背景:非甾体抗炎药(NSAID)的使用已被研究为胰十二指肠切除术(PD)后术后胰瘘(POPF)的可改变的危险因素。本研究包括系统评价和荟萃分析,探讨围手术期使用NSAID对PD后POPF发生率的影响。
    方法:进行了符合PRISMA2020的系统评价。集合平均差(MD),赔率比(OR),计算风险比(RR)和95%置信区间(CI)。
    结果:纳入了2015-2021年发表的七项研究,报告2,851个PD(1,372个接收NSAIDs,1,479个未收到NSAIDs)。失血没有差异(MD-99.40mL;CI-201.71-2.91;P=0.06),总发病率(OR1.05;CI0.68-1.61;P=0.83),出血(OR2.35;CI0.48-11.59;P=0.29),胃排空延迟(OR0.98;0.60-1.60;P-0.93),胆漏(OR0.68;CI0.12-3.89;P=0.66),手术部位感染(OR1.02;CI0.33-3.22;P=0.97),脓肿(OR0.99;CI0.51-1.91;P=0.97),临床相关POPF(OR1.18;CI0.84-1.64;P=0.33),再入院(OR0.94;CI0.61-1.46;P=0.78),或再次手术(OR0.82;CI0.33-2.06;P=0.68)。使用NSAID与住院时间较短相关(MD-1.05天;CI-1.39-0.71;P<0.00001)。
    结论:在接受PD的患者围手术期使用NSAIDs与POPF发生率的增加无关。
    BACKGROUND: Nonsteroidal anti-inflammatory drug (NSAID) use has been investigated as a modifiable risk factor for postoperative pancreatic fistula (POPF) after pancreatoduodenectomy (PD). This study comprises a systematic review and meta-analysis examining the impact of perioperative NSAID use on rates of POPF after PD.
    METHODS: A Preferred Reporting Items for Systematic Reviews and Meta-Analyses 2020-compliant systematic review was performed. Pooled mean differences (MD), odds ratios (OR), and risk ratios with 95% CIs were calculated.
    RESULTS: Seven studies published from 2015 to 2021 were included, reporting 2851 PDs (1372 receiving NSAIDs and 1479 not receiving NSAIDs). There were no differences regarding blood loss (MD -99.40 mL; 95% CI, -201.71 to 2.91; P = .06), overall morbidity (OR 1.05; 95% CI, 0.68-1.61; P = .83), hemorrhage (OR 2.35; 95% CI, 0.48-11.59; P = .29), delayed gastric emptying (OR 0.98; 95% CI, 0.60-1.60; P = .93), bile leak (OR 0.68; 95% CI, 0.12-3.89; P = .66), surgical site infection (OR 1.02; 95% CI, 0.33-3.22; P = .97), abscess (OR 0.99; 95% CI, 0.51-1.91; P = .97), clinically relevant POPF (OR 1.18; 95% CI, 0.84-1.64; P = .33), readmission (OR 0.94; 95% CI, 0.61-1.46; P = .78), or reoperation (OR 0.82; 95% CI, 0.33-2.06; P = .68). NSAID use was associated with a shorter hospital stay (MD -1.05 days; 95% CI, -1.39 to 0.71; P < .00001).
    CONCLUSIONS: The use of NSAIDs in the perioperative period for patients undergoing PD was not associated with increased rates of POPF.
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  • 文章类型: Journal Article
    当胰腺导管系统的破坏导致胰腺酶如淀粉酶的渗漏时,就会发生胰腺渗漏。脂肪酶,和蛋白酶进入腹腔。虽然通常与胰腺外科手术有关,外伤和坏死性胰腺炎也是常见的罪魁祸首。横断面成像,特别是计算机断层扫描,在评估术后状况和识别早期和晚期并发症中起着至关重要的作用,包括胰腺漏.吻合口附近存在积液或出血,强烈提示胰瘘。特别是如果流体连接到胰管或吻合缝合线。胰瘘是一种胰漏,发病率高。胰腺渗漏的早期诊断和评估需要保持警惕并了解其影像学标志,以促进及时治疗并改善患者预后。放射科医生必须保持警惕并了解胰腺渗漏的成像模式,以提高诊断准确性。外科技术和诊断方法的不断改进有望最大程度地减少胰瘘的患病率和不利影响。在这篇图片评论中,我们的目标是帮助放射科医生理解胰腺渗漏及其基本成像模式。
    Pancreatic leaks occur when a disruption in the pancreatic ductal system results in the leakage of pancreatic enzymes such as amylase, lipase, and proteases into the abdominal cavity. While often associated with pancreatic surgical procedures, trauma and necrotizing pancreatitis are also common culprits. Cross-sectional imaging, particularly computed tomography, plays a crucial role in assessing postoperative conditions and identifying both early and late complications, including pancreatic leaks. The presence of fluid accumulation or hemorrhage near an anastomotic site strongly indicates a pancreatic fistula, particularly if the fluid is connected to the pancreatic duct or anastomotic suture line. Pancreatic fistulas are a type of pancreatic leak that carries a high morbidity rate. Early diagnosis and assessment of pancreatic leaks require vigilance and an understanding of its imaging hallmarks to facilitate prompt treatment and improve patient outcomes. Radiologists must maintain vigilance and understand the imaging patterns of pancreatic leaks to enhance diagnostic accuracy. Ongoing improvements in surgical techniques and diagnostic approaches are promising for minimizing the prevalence and adverse effects of pancreatic fistulas. In this pictorial review, our aim is to facilitate for radiologists the comprehension of pancreatic leaks and their essential imaging patterns.
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  • 文章类型: Systematic Review
    背景:中央胰腺切除术是一种良性和低度恶性肿瘤的手术方法,位于胰腺的颈部和近端,有利于保存胰腺内分泌和外分泌功能,但发病率高,尤其是术后胰瘘(POPF)。本系统评价和荟萃分析的目的是根据围手术期结果评估微创中央胰腺切除术(MICP)和开放式中央胰腺切除术(OCP)之间的安全性和有效性。
    方法:2003年10月至2023年10月在PubMed上进行了广泛的文献检索,以比较MICP和OCP,Medline,Embase,WebofScience,还有Cochrane图书馆.基于异质性选择固定效应模型或随机效应,并计算了具有95%置信区间(CI)的合并比值比(OR)或平均差(MD)。
    结果:共纳入10项研究,共510名患者。MICP和OCP的POPF差异无统计学意义(OR=0.95;95%CI[0.64,1.43];P=0.82),术中失血量(MD=-125.13;95%CI[-194.77,-55.49];P<0.001)和住院时间(MD=-2.86;95%CI[-5.00,-0.72];P=0.009)与OCP相比,MICP是有利的,MICP的术中输血率明显低于OCP(MD=0.34;95%CI[0.11,1.00];P=0.05)。两组之间的其他结局没有显着差异。
    结论:MICP与OCP一样安全有效,术中出血量少,住院时间短。然而,需要进一步的研究来确认结果。
    BACKGROUND: Central pancreatectomy is a surgical procedure for benign and low-grade malignant tumors which located in the neck and proximal body of the pancreas that facilitates the preservation of pancreatic endocrine and exocrine functions but has a high morbidity rate, especially postoperative pancreatic fistula (POPF). The aim of this systematic review and meta-analysis was to evaluate the safety and effectiveness between minimally invasive central pancreatectomy (MICP) and open central pancreatectomy (OCP) basing on perioperative outcomes.
    METHODS: An extensive literature search to compare MICP and OCP was conducted from October 2003 to October 2023 on PubMed, Medline, Embase, Web of Science, and the Cochrane Library. Fixed-effect models or random effects were selected based on heterogeneity, and pooled odds ratios (ORs) or mean differences (MDs) with 95% confidence intervals (CIs) were calculated.
    RESULTS: A total of 10 studies with a total of 510 patients were included. There was no significant difference in POPF between MICP and OCP (OR = 0.95; 95% CI [0.64, 1.43]; P = 0.82), whereas intraoperative blood loss (MD = - 125.13; 95% CI [- 194.77, -55.49]; P < 0.001) and length of hospital stay (MD = - 2.86; 95% CI [- 5.00, - 0.72]; P = 0.009) were in favor of MICP compared to OCP, and there was a strong trend toward a lower intraoperative transfusion rate in MICP than in OCP (MD = 0.34; 95% CI [0.11, 1.00]; P = 0.05). There was no significant difference in other outcomes between the two groups.
    CONCLUSIONS: MICP was as safe and effective as OCP and had less intraoperative blood loss and a shorter length of hospital stay. However, further studies are needed to confirm the results.
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  • 文章类型: Journal Article
    背景:在接受胰十二指肠切除术(PD)的患者中,在术后胰瘘(POPF)的发生方面,有证据表明胰胃吻合术(PG)优于胰肠吻合术(PJ),并认为PG是一种更安全的吻合技术.然而,其他出版物显示,这两种技术导致的POPF发生率相当。目前的工作试图就这一问题达成更综合的结论。
    方法:这是一项系统综述和荟萃分析,分析了PD期间PG和PJ在POPF发生率方面的比较研究。研究是通过搜索Scopus获得的,PubMedCentral,和Cochrane中央对照试验注册数据库。
    结果:1995年至2022年间发表的35篇文章提供了14,666例患者的数据;4547例接受PG治疗,10,119例接受PJ治疗。在PG组中显示出统计学上显着的较低的POPF率(p=0.044)和临床相关的CR-POPF率(p=0.043)。PG组的胰腺切除术后出血(PPH)明显增高,而两组在临床上显著的PPH没有发现显著差异。术中失血量无统计学差异,住院时间,DGE,总体发病率,再操作率,或死亡率。PG组中男性的百分比和PJ组中软胰腺的百分比似乎会影响CR-POPF的比值比(分别为p=0.076和0.074)。
    结论:本研究强调PG在CR-POPF率方面优于PJ。术后出血率高与PG相关。然而,两组的临床显著出血率相当.
    In patients undergoing pancreaticoduodenectomy (PD), there has been some evidence favoring pancreaticogastrostomy (PG) over pancreatojejunostomy (PJ) in the occurrence of postoperative pancreatic fistulas (POPF) and considering PG as a safer anastomotic technique. However, other publications revealed comparable incidences of POPF attributed to both techniques. The current work attempts to reach a more consolidated conclusion about such an issue.
    This is a systematic review and meta-analysis that analyzed the studies comparing PG and PJ during PD in terms of the rate of POPF occurrence. Studies were obtained by searching the Scopus, PubMed Central, and Cochrane Central Register of Controlled Trials databases.
    35 articles published between 1995 and 2022 presented data from 14,666 patients; 4547 underwent PG and 10,119 underwent PJ. Statistically significant lower rates of POPF (p = 0.044) and clinically relevant CR-POPF (p = 0.043) were shown in the PG group. The post-pancreatectomy hemorrhage (PPH) was significantly higher in the PG group, while no significant difference was found between the two groups in the clinically significant PPH. No statistically significant differences were found regarding the amount of intraoperative blood loss, length of hospital stay, DGE, overall morbidity rates, reoperation rates, or mortality rates. The percentage of male sex in the PG group and the percentage of soft pancreas in the PJ group seem to influence the odds ratio of CR-POPF (p = 0.076 and 0.074, respectively).
    The present study emphasizes the superiority of PG over PJ regarding CR-POPF rates. Higher rates of postoperative hemorrhage were associated with PG. Yet, the clinically significant hemorrhage rate was comparable between the two groups.
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  • 文章类型: Journal Article
    目的:在临床相关的术后胰瘘(CR-POPFs)方面,关于胰肠吻合术后支架置入术的益处仍缺乏共识。本研究旨在分析支架置入的效果,支架技术(内部和外部),支架尺寸,CR-POPFs上主胰管扩张。
    方法:我们的研究包括对接受胰肠吻合术患者的随机对照试验的系统评价和荟萃分析。主要结果定义为CR-POPFs的发生率。此外,进行了亚组分析,并进行汇总分析以提供比较参考.
    结果:12项随机对照试验,包括总共1117名患者,包括在内。与未置入支架相比,支架置入与CR-POPF发生率降低没有显著关联(比值比[OR]=0.60,95%CI:0.34-1.04,P=0.07)。亚组分析显示,只有外部支架,而不是内部支架,与未放置支架相比,CR-POPF发生率降低显著相关(OR=0.53,95%CI:0.28-0.99,P=0.05vs.OR​=0.92,95%CI:0.28-3.05,P​=0.89)。此外,在主胰管直径≤3毫米的患者中放置支架,而不是那些主胰管直径>3毫米的人,与未放置支架相比,CR-POPF发生率显着降低(OR=0.24,95%CI:0.07-0.78,P=0.02vs.OR​=​1.58,95%CI:0.41-6.06,P​=​0.50)。
    结论:研究结果表明,外支架置入在预防胰肠吻合术后CR-POPFs方面具有潜在的作用,尤其是胰管未扩张的患者。我们的研究结果的可靠性受到所包括的研究数量有限的限制。
    CRD42022380103。
    OBJECTIVE: There remains a lack of consensus regarding the benefits of stent placement following pancreaticojejunostomy in terms of clinically relevant postoperative pancreatic fistulas (CR-POPFs). This study was aimed at analyzing the effects of stent placement, stent technique (internal and external), stent size, and dilation of the main pancreatic duct on CR-POPFs.
    METHODS: Our study comprised a systematic review and meta-analysis of randomized controlled trials involving patients undergoing pancreaticojejunostomy. The primary outcome was defined as the incidence of CR-POPFs. Additionally, subgroup analyses were conducted, and pooled analyses were performed to provide comparative references.
    RESULTS: Twelve randomized controlled trials, including a total of 1117 patients, were included. Compared with no stent placement, stenting did not exhibit a significant association with reduced CR-POPF incidence (odds ratio [OR] ​= ​0.60, 95% CI: 0.34-1.04, P ​= ​0.07). Subgroup analysis revealed that only external stents, and not internal stents, were significantly associated with a reduced CR-POPF incidence compared with no stent placement (OR ​= ​0.53, 95% CI: 0.28-0.99, P ​= ​0.05 vs. OR ​= ​0.92, 95% CI: 0.28-3.05, P ​= ​0.89). Furthermore, stent placement in patients with a main pancreatic duct diameter of ≤3 ​mm, and not in those with a main pancreatic duct diameter of >3 ​mm, was associated with a significantly reduced CR-POPF incidence compared with no stent placement (OR ​= ​0.24, 95% CI: 0.07-0.78, P ​= ​0.02 vs. OR ​= ​1.58, 95% CI: 0.41-6.06, P ​= ​0.50).
    CONCLUSIONS: The findings suggest a potential role for external stent placement in the prevention of CR-POPFs after pancreaticojejunostomy, particularly in patients with undilated pancreatic ducts. The reliability of our findings is constrained by the limited number of studies included.
    UNASSIGNED: CRD42022380103.
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  • 文章类型: Review
    背景:胰腺胸膜瘘是胰腺炎的一种罕见并发症,对诊断和治疗提出了挑战。该病例报告揭示了胰腺胸膜瘘作为胰腺炎的罕见并发症所带来的独特挑战。目的是通过介绍一名中年男子患有急性坏死性胰腺炎和相关胸腔积液的病例,为科学文献提供有价值的见解。
    方法:一名41岁的亚裔男性,有胰腺炎和长期饮酒史,表现为严重呼吸困难,胸痛,左侧胸腔积液。血清淀粉酶脂肪酶水平升高和影像学检查证实急性坏死性胰腺炎,计算机断层扫描严重程度指数为8/10。磁共振胰胆管造影显示胰腺坏死和假性囊肿形成,结果提示胰膜瘘。然后患者接受奥曲肽治疗。
    结论:胰胸膜瘘的治疗需要全面和个体化的方法。在高度临床怀疑的指导下,加上适当的调查和医疗之间的谨慎平衡,内窥镜,手术干预对于获得有利的结果至关重要。该病例报告通过提供对胰胸膜瘘复杂性的见解并强调个性化策略在其管理中的重要性,从而增加了科学文献。
    BACKGROUND: Pancreaticopleural fistula is a rare complication of pancreatitis and poses diagnostic and therapeutic challenges. This case report sheds light on the unique challenges posed by pancreaticopleural fistula as a rare complication of pancreatitis. The aim is to contribute valuable insights to the scientific literature by presenting a case involving a middle-aged man with acute necrotizing pancreatitis and associated pleural effusion.
    METHODS: A 41-year-old Asian male with a history of pancreatitis and chronic alcohol use presented with severe dyspnea, chest pain, and left-sided pleural effusion. Elevated serum amylase lipase levels and imaging confirmed acute necrotizing pancreatitis with a computed tomography severity index of 8/10. Magnetic resonance cholangiopancreatography revealed pancreatic necrosis and pseudocyst formation and findings suggestive of pancreaticopleural fistula. The patient was then treated with octreotide therapy.
    CONCLUSIONS: The management of pancreaticopleural fistula demands a comprehensive and individualized approach. Recognition guided by high clinical suspicion coupled with appropriate investigations and a careful balance between medical, endoscopic, and surgical interventions is crucial for achieving favorable outcomes. This case report adds to the scientific literature by providing insights into the complexities of pancreaticopleural fistula and emphasizing the importance of personalized strategies in its management.
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  • 文章类型: Systematic Review
    背景:胰十二指肠切除术(PD)后早期引流(EDR)相对于晚期引流(LDR)的优越性仅在RCT中得到证实。
    方法:使用随机效应模型和试验序贯分析进行荟萃分析。关键终点是发病率,再排水,剖腹手术,术后胰瘘(CR-POPF)。出血(PPH),胃排空延迟(DGE),停留时间(LOS)和再入院率也进行了评估。计算具有95%置信区间(CI)的风险比(RR)和平均差异(MD)。排除了I型和II型错误,将应计样本量(ASS)与所需样本量(RIS)进行比较。当RIS优于ASS时,可以假设I型或II型错误。
    结果:除DGE和PPH(557例患者)外,所有终点的ASS均为632。EDR组的主要发病率(RR0.55;95%CI0.32-0.97)较低。EDR组的CR-POPF率低于LDR组(RR0.50),但这种差异没有统计学意义(95%CI0.24-1.03)。通过随机分配5959名患者,可以获得确认或排除这些结果的RIS。需要经皮引流,剖腹手术,PPH,DGE,再入院率相似。相关RISs高于ASS,不能排除II类错误。EDR组的LOS比LDR组短(MD-2.25;95%CI-3.23至-1.28)。RIS为567,可以排除I型错误。
    结论:EDR,与LDR相比,与较低的主要发病率和较短的LOS相关。
    BACKGROUND: The superiority of early drain removal (EDR) versus late (LDR) after pancreaticoduodenectomy (PD) has been demonstrated only in RCTs.
    METHODS: A meta-analysis was conducted using a random-effects model and trial sequential analysis. The critical endpoints were morbidity, redrainage, relaparotomy, and postoperative pancreatic fistula (CR-POPF). Hemorrhage (PPH), delayed gastric emptying (DGE), length of stay (LOS), and readmission rates were also evaluated. Risk ratios (RRs) and mean differences (MDs) with a 95% confidence interval (CI) were calculated. Type I and type II errors were excluded, comparing the accrued sample size (ASS) with the required sample size (RIS). When RIS is superior to ASS, type I or II errors can be hypothesized.
    RESULTS: ASS was 632 for all endpoints except DGE and PPH (557 patients). The major morbidity (RR 0.55; 95% CI 0.32-0.97) was lower in the EDR group. The CR-POPF rate was lower in the EDR than in the LDR group (RR 0.50), but this difference is not statistically significant (95% CI 0.24-1.03). The RIS to confirm or exclude these results can be reached by randomizing 5959 patients. The need for percutaneous drainage, relaparotomy, PPH, DGE, and readmission rates was similar. The related RISs were higher than ASS, and type II errors cannot be excluded. LOS was shorter in the EDR than the LDR group (MD - 2.25; 95% CI - 3.23 to - 1.28). The RIS was 567, and type I errors can be excluded.
    CONCLUSIONS: EDR, compared with LDR, is associated with lower major morbidity and shorter LOS.
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  • 文章类型: Systematic Review
    背景:术后胰瘘(POPF)是胰十二指肠切除术后的严重并发症。POPF的准确预测可以帮助外科医生提供量身定制的治疗决策。已引入使用放射学特征来预测POPF。进行了系统综述,以评估使用放射学特征预测POPF的模型的性能,并系统地评估方法学质量。
    方法:纳入了对接受胰十二指肠切除术和CT或磁共振成像的影像组学分析的患者的研究。使用影像组学质量评分(RQS)和个人预后或诊断多变量预测模型(TRIPOD)声明的透明报告评估方法学质量。
    结果:本系统综述包括7项研究,包括1300名患者,其中364例患者(28%)发生了POPF。纳入研究的曲线下面积(AUC)范围为0.76至0.95。只有一项研究从外部验证了该模型,显示此数据集上的AUC为0.89。对RQS(31%)和TRIPOD指南(54%)的总体依从性较差。
    结论:本系统综述显示,据报道,使用影像组学特征预测POPF的研究具有较高的预测能力。然而,大多数研究的质量很差.未来的研究需要标准化的方法。
    背景:未注册。
    BACKGROUND: Postoperative pancreatic fistula (POPF) is a severe complication following a pancreatoduodenectomy. An accurate prediction of POPF could assist the surgeon in offering tailor-made treatment decisions. The use of radiomic features has been introduced to predict POPF. A systematic review was conducted to evaluate the performance of models predicting POPF using radiomic features and to systematically evaluate the methodological quality.
    METHODS: Studies with patients undergoing a pancreatoduodenectomy and radiomics analysis on computed tomography or magnetic resonance imaging were included. Methodological quality was assessed using the Radiomics Quality Score (RQS) and Transparent Reporting of a Multivariable Prediction Model for Individual Prognosis or Diagnosis (TRIPOD) statement.
    RESULTS: Seven studies were included in this systematic review, comprising 1300 patients, of whom 364 patients (28 %) developed POPF. The area under the curve (AUC) of the included studies ranged from 0.76 to 0.95. Only one study externally validated the model, showing an AUC of 0.89 on this dataset. Overall adherence to the RQS (31 %) and TRIPOD guidelines (54 %) was poor.
    CONCLUSIONS: This systematic review showed that high predictive power was reported of studies using radiomic features to predict POPF. However, the quality of most studies was poor. Future studies need to standardize the methodology.
    BACKGROUND: not registered.
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