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Morbidity and mortality in patients with stage IV pancreatic adenocarcinoma and acute cholangitis: Outcomes and risk prognostication IV 期胰腺腺癌合并急性胆管炎患者的发病率和死亡率:结果和风险预测
IF 3.6 2区 医学 Q2 Medicine Pub Date : 2024-06-01 DOI: 10.1016/j.pan.2024.05.515
Isha Singh , Joanne F. Chou , Marinela Capanu , Jennifer Park , Kenneth H. Yu , Anna M. Varghese , Wungki Park , Alice Zervoudakis , Fergus Keane , Vineet Syan Rolston , Hans Gerdes , Alice C. Wei , Pari Shah , Anne Covey , Mark Schattner , Eileen M. O'Reilly

Background

Acute cholangitis (AC) is a common complication of pancreatic ductal adenocarcinoma (PDAC). Herein, we evaluated outcomes after the first AC episode and predictors of mortality and AC recurrence in patients with stage IV PDAC.

Methods

We conducted a single-center, retrospective observational study using institutional databases. Clinical data and outcomes for patients with stage IV PDAC and at least one documented episode of AC, were assessed. Overall survival (OS) was estimated using the Kaplan-Meier method, and Cox regression model was employed to identify predictors of AC recurrence and mortality.

Results

One hundred and twenty-four patients with stage IV PDAC and AC identified between January 01, 2014 and October 31, 2020 were included. Median OS after first episode of AC was 4.1 months (95 % CI, 4.0–5.5), and 30-day, 6, and 12-month survival was 86.2 % (95 % CI, 80.3–92.5), 37 % (95 % CI, 29.3–46.6 %) and 18.9 % (95 % CI, 13.1–27.3 %), respectively. Primary tumor in pancreatic body/tail (HR 2.29, 95 % CI: 1.26 to 4.18, p = 0.011), concomitant metastases to liver and other sites (HR 1.96, 95 % CI: 1.16 to 3.31, p = 0.003) and grade 3 AC (HR 2.26, 95 % CI: 1.45 to 3.52, p < 0.001), predicted worse outcomes. Intensive care unit admission, sepsis, systemic therapy, treatment regimen, and time to intervention did not predict survival or risk of recurrence of AC.

Conclusions

AC confers significant morbidity and mortality in advanced PDAC. Worse outcomes are associated with higher grade AC, primary tumor location in pancreatic body/tail, and metastases to liver and other sites.

急性胆管炎(AC)是胰管腺癌(PDAC)的常见并发症。在此,我们对 IV 期 PDAC 患者首次急性胆管炎发作后的预后以及死亡率和急性胆管炎复发的预测因素进行了评估。我们利用机构数据库开展了一项单中心回顾性观察研究。我们评估了 IV 期 PDAC 患者的临床数据和预后,这些患者至少发生过一次有记录的 AC。采用 Kaplan-Meier 法估算总生存期(OS),并采用 Cox 回归模型确定 AC 复发和死亡率的预测因素。2014年1月1日至2020年10月31日期间发现的124例IV期PDAC和AC患者被纳入研究。AC首次发作后的中位OS为4.1个月(95 % CI,4.0-5.5),30天、6个月和12个月的生存率分别为86.2%(95 % CI,80.3-92.5)、37%(95 % CI,29.3-46.6%)和18.9%(95 % CI,13.1-27.3%)。胰腺体/尾部的原发肿瘤(HR 2.29,95 % CI:1.26 至 4.18,p = 0.011)、肝脏和其他部位的并发转移(HR 1.96,95 % CI:1.16 至 3.31,p = 0.003)和 3 级 AC(HR 2.26,95 % CI:1.45 至 3.52,p < 0.001)预示着较差的预后。入住重症监护室、脓毒症、全身治疗、治疗方案和干预时间并不能预测急性心肌梗死的存活率或复发风险。在晚期 PDAC 中,AC 会导致严重的发病率和死亡率。较差的预后与AC等级较高、原发肿瘤位于胰腺体/尾部以及转移至肝脏和其他部位有关。
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引用次数: 0
The effect of steroid therapy on pancreatic exocrine function in autoimmune pancreatitis 类固醇疗法对自身免疫性胰腺炎患者胰腺外分泌功能的影响
IF 3.6 2区 医学 Q2 Medicine Pub Date : 2024-06-01 DOI: 10.1016/j.pan.2024.04.006
Nicolò de Pretis , Luigi Martinelli , Enrico Palmeri , Federico Caldart , Salvatore Crucillà , Alberto Zorzi , Alessandro Brillo , Stefano Francesco Crinò , Maria Cristina Conti Bellocchi , Laura Bernardoni , Giulia De Marchi , Antonio Amodio , Pietro Campagnola , Rachele Ciccocioppo , Armando Gabbrielli , Alessandro Marcon , Luca Frulloni

Background/objectives

Autoimmune pancreatitis (AIP) is a steroid-responsive inflammatory disease of the pancreas. Few studies investigated pancreatic exocrine function (PEF) in patients suffering from AIP and no definitive data are available on the effect of steroids in PEF recovery. Aim of the study is the evaluation of severe pancreatic insufficiency (sPEI) prevalence in AIP at clinical onset and after steroid treatment.

Methods

312 Patients with diagnosis of AIP between January 1st, 2010 and December 31st, 2020 were identified in our prospectively maintained register. Patients with a pre-steroid treatment dosage of fecal elastase-1 (FE-1) were included. Changes in PEF were evaluated in patients with available pre- and post-treatment FE (between 3 and 12 months after steroid).

Results

One-hundred-twenty-four patients were included, with a median FE-1 of 122 (Q1-Q3: 15–379) μg/g at baseline. Fifty-nine (47.6 %) had sPEI (FE-1<100 μg/g). Univariable analysis identified type 1 AIP, radiological involvement of the head of the pancreas (diffuse involvement of the pancreas or focal involvement of the head), weight loss, age and diabetes as associated with a greater risk of sPEI. However, at multivariable analysis, only the involvement of the head of the pancreas was identified as independent risk factor for sPEI. After steroids, mean FE-1 changed from 64 (15–340) to 202 (40–387) μg/g (P = 0.058) and head involvement was the only predictor of improvement of sPEI.

Conclusion

The inflammatory involvement of the head of the pancreas is associated with PEF severity, as well as PEF improvement after treatment with steroids in patients with AIP.

背景/目的自身免疫性胰腺炎(AIP)是一种类固醇反应性胰腺炎症性疾病。很少有研究调查 AIP 患者的胰腺外分泌功能(PEF),也没有关于类固醇对 PEF 恢复效果的确切数据。本研究的目的是评估 AIP 患者在临床发病时和类固醇治疗后的重症胰腺功能不全(sPEI)发生率。在类固醇治疗前粪便弹性蛋白酶-1(FE-1)含量达标的患者也被纳入其中。结果 共纳入 124 名患者,基线 FE-1 中位数为 122(Q1-Q3:15-379)微克/克。59人(47.6%)患有 sPEI(FE-1<100 μg/g)。单变量分析发现,1 型 AIP、胰头放射学受累(胰腺弥漫性受累或胰头局灶性受累)、体重减轻、年龄和糖尿病与发生 sPEI 的更大风险相关。然而,在多变量分析中,只有胰腺头部受累被确定为 sPEI 的独立风险因素。类固醇治疗后,平均 FE-1 从 64(15-340)微克/克变为 202(40-387)微克/克(P = 0.058),而胰头受累是预测 sPEI 改善的唯一因素。
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引用次数: 0
Ansa pancreatica as a rare cause of pancreatitis: A review of case reports 胰腺炎的罕见病因--胰腺肿大:病例报告综述
IF 3.6 2区 医学 Q2 Medicine Pub Date : 2024-06-01 DOI: 10.1016/j.pan.2024.03.010
Jan Stanisław Bukowski, Jan Jankowski, Daniel Bałut, Sławomir Kozieł, Jan Pertkiewicz, Aleksandra Banaszkiewicz
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引用次数: 0
Development of clinical screening tool for exocrine pancreatic insufficiency in patients with definite chronic pancreatitis 开发确定性慢性胰腺炎患者胰腺外分泌功能不全临床筛查工具
IF 3.6 2区 医学 Q2 Medicine Pub Date : 2024-06-01 DOI: 10.1016/j.pan.2024.04.003
Mohamed O. Othman , Christopher Forsmark , Dhiraj Yadav , Vikesh K. Singh , Luis F. Lara , Walter Park , Zuoyi Zhang , Jun Yu , Jens J. Kort

Background/Objectives

No simple, accurate diagnostic tests exist for exocrine pancreatic insufficiency (EPI), and EPI remains underdiagnosed in chronic pancreatitis (CP). We sought to develop a digital screening tool to assist clinicians to predict EPI in patients with definite CP.

Methods

This was a retrospective case-control study of patients with definite CP with/without EPI. Overall, 49 candidate predictor variables were utilized to train a Classification and Regression Tree (CART) model to rank all predictors and select a parsimonious set of predictors for EPI status. Five-fold cross-validation was used to assess generalizability, and the full CART model was compared with 4 additional predictive models. EPI misclassification rate (mRate) served as primary endpoint metric.

Results

274 patients with definite CP from 6 pancreatitis centers across the United States were included, of which 58 % had EPI based on predetermined criteria. The optimal CART decision tree included 10 variables. The mRate without/with 5-fold cross-validation of the CART was 0.153 (training error) and 0.314 (prediction error), and the area under the receiver operating characteristic curve was 0.889 and 0.682, respectively. Sensitivity and specificity without/with 5-fold cross-validation was 0.888/0.789 and 0.794/0.535, respectively. A trained second CART without pancreas imaging variables (n = 6), yielded 8 variables. Training error/prediction error was 0.190/0.351; sensitivity was 0.869/0.650, and specificity was 0.728/0.649, each without/with 5-fold cross-validation.

Conclusion

We developed two CART models that were integrated into one digital screening tool to assess for EPI in patients with definite CP and with two to six input variables needed for predicting EPI status.

背景/目的目前尚无简单、准确的胰腺外分泌功能不全(EPI)诊断测试,慢性胰腺炎(CP)患者的 EPI 诊断率仍然偏低。我们试图开发一种数字筛查工具,帮助临床医生预测确诊 CP 患者的 EPI。研究共使用了 49 个候选预测变量来训练分类和回归树 (CART) 模型,对所有预测变量进行排序,并为 EPI 状态筛选出一组简洁的预测变量。五倍交叉验证用于评估普适性,完整的 CART 模型与另外 4 个预测模型进行了比较。美国 6 家胰腺炎中心共纳入 274 名确诊 CP 患者,其中 58% 根据预定标准患有 EPI。最佳 CART 决策树包括 10 个变量。无/有 5 倍交叉验证的 CART mRate 分别为 0.153(训练误差)和 0.314(预测误差),接收者操作特征曲线下面积分别为 0.889 和 0.682。不含/含 5 倍交叉验证的灵敏度和特异度分别为 0.888/0.789 和 0.794/0.535。训练后的第二个 CART 不含胰腺成像变量(n = 6),产生了 8 个变量。结论:我们开发了两个 CART 模型,并将其整合到一个数字筛查工具中,用于评估确诊 CP 患者的 EPI,预测 EPI 状态需要 2 到 6 个输入变量。
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引用次数: 0
A real-world analysis of second-line treatment option, gemcitabine plus anlotinib and anti-PD1, in advanced pancreatic cancer 晚期胰腺癌二线治疗方案--吉西他滨+安罗替尼和抗PD1--的真实世界分析。
IF 3.6 2区 医学 Q2 Medicine Pub Date : 2024-06-01 DOI: 10.1016/j.pan.2024.03.017
Mengjiao Fan , Yue Ma , Guochao Deng , Haiyan Si , Ru Jia , Zhikuan Wang , Guanghai Dai

Background

In the second-line treatment of advanced pancreatic cancer (APC), there is only one approved regimen based on the phase III NAPOLI-1 trial. However, for patients progressing after Nab-paclitaxel and Gemcitabine (Nab-P/Gem) or Nab-P combinations, second-line treatment were very limited.

Methods

This is a retrospective single-center analysis of patients. Our aim was to determine the effectiveness and tolerability of a novel regimen, gemcitabine plus Anlotinib and anti-PD1, in APC patients and to compare it with oxaliplatin, irinotecan, leucovorin, and fluorouracil (FOLFIRINOX) in the second-line setting who have failed on the first-line Nab-P combinations.

Results

In total, twenty-three patients received Gemcitabine plus Anlotinib and anti-PD1 in the second-line, 28 patients were treated with FOLFORINOX. There was no significant difference in overall survival (OS) or progression free survival (PFS) for either of the two sequences (p > 0.05). Patients who received Gemcitabine plus Anlotinib and anti-PD1 had a median PFS of 4.0 months (95% CI: 1.1–6.9) versus 3.5 months (95% CI 1.8–5.2) in FOLFORINOX group (p = 0.953). The median OS of Gemcitabine plus Anlotinib and anti-PD1 was 9.0 months (95% CI: 4.0–13.7) and 8.0 months (95% CI: 5.5–10.5) in FOLFORINOX group (p = 0.373). Grade ≥3 treatment-emergent adverse events (AEs) occurred for 13% of patients with Gemcitabine plus Anlotinib and anti-PD1 and 40% for FOLFORINOX.

Conclusion

Our data confirms the effectiveness of Gemcitabine plus Anlotinib and anti-PD1 as a well-tolerated regimen in the second-line treatment of APC and extends available data on its use as a second-line treatment option when compared with FOLFIRINOX.

背景:在晚期胰腺癌(APC)的二线治疗中,只有一种基于III期NAPOLI-1试验的获批方案。然而,对于Nab-紫杉醇和吉西他滨(Nab-P/Gem)或Nab-P联合治疗后病情进展的患者,二线治疗非常有限:这是一项对患者进行的单中心回顾性分析。我们的目的是确定吉西他滨+安罗替尼和抗PD1这种新型方案在APC患者中的有效性和耐受性,并将其与奥沙利铂、伊立替康、白杉醇和氟尿嘧啶(FOLFIRINOX)在一线Nab-P联合治疗失败的二线治疗中进行比较:共有23名患者接受了吉西他滨+安罗替尼和抗PD1的二线治疗,28名患者接受了FOLFORINOX治疗。两种治疗方案的总生存期(OS)和无进展生存期(PFS)均无明显差异(P > 0.05)。接受吉西他滨+安罗替尼和抗PD1治疗的患者的中位PFS为4.0个月(95% CI:1.1-6.9),而FOLFORINOX组为3.5个月(95% CI:1.8-5.2)(P = 0.953)。吉西他滨联合安罗替尼和抗PD1的中位OS为9.0个月(95% CI:4.0-13.7),FOLFORINOX组为8.0个月(95% CI:5.5-10.5)(P = 0.373)。吉西他滨联合安罗替尼和抗PD1治疗组有13%的患者发生了≥3级的治疗突发不良事件(AEs),FOLFORINOX治疗组有40%的患者发生了≥3级的治疗突发不良事件(AEs):我们的数据证实了吉西他滨+安罗替尼和抗PD1作为一种耐受性良好的方案在APC二线治疗中的有效性,并扩展了与FOLFIRINOX相比作为二线治疗方案的现有数据。
{"title":"A real-world analysis of second-line treatment option, gemcitabine plus anlotinib and anti-PD1, in advanced pancreatic cancer","authors":"Mengjiao Fan ,&nbsp;Yue Ma ,&nbsp;Guochao Deng ,&nbsp;Haiyan Si ,&nbsp;Ru Jia ,&nbsp;Zhikuan Wang ,&nbsp;Guanghai Dai","doi":"10.1016/j.pan.2024.03.017","DOIUrl":"10.1016/j.pan.2024.03.017","url":null,"abstract":"<div><h3>Background</h3><p>In the second-line treatment of advanced pancreatic cancer (APC), there is only one approved regimen based on the phase III NAPOLI-1 trial. However, for patients progressing after Nab-paclitaxel and Gemcitabine (Nab-P/Gem) or Nab-P combinations, second-line treatment were very limited.</p></div><div><h3>Methods</h3><p>This is a retrospective single-center analysis of patients. Our aim was to determine the effectiveness and tolerability of a novel regimen, gemcitabine plus Anlotinib and anti-PD1, in APC patients and to compare it with oxaliplatin, irinotecan, leucovorin, and fluorouracil (FOLFIRINOX) in the second-line setting who have failed on the first-line Nab-P combinations.</p></div><div><h3>Results</h3><p>In total, twenty-three patients received Gemcitabine plus Anlotinib and anti-PD1 in the second-line, 28 patients were treated with FOLFORINOX. There was no significant difference in overall survival (OS) or progression free survival (PFS) for either of the two sequences (p &gt; 0.05). Patients who received Gemcitabine plus Anlotinib and anti-PD1 had a median PFS of 4.0 months (95% CI: 1.1–6.9) versus 3.5 months (95% CI 1.8–5.2) in FOLFORINOX group (p = 0.953). The median OS of Gemcitabine plus Anlotinib and anti-PD1 was 9.0 months (95% CI: 4.0–13.7) and 8.0 months (95% CI: 5.5–10.5) in FOLFORINOX group (p = 0.373). Grade ≥3 treatment-emergent adverse events (AEs) occurred for 13% of patients with Gemcitabine plus Anlotinib and anti-PD1 and 40% for FOLFORINOX.</p></div><div><h3>Conclusion</h3><p>Our data confirms the effectiveness of Gemcitabine plus Anlotinib and anti-PD1 as a well-tolerated regimen in the second-line treatment of APC and extends available data on its use as a second-line treatment option when compared with FOLFIRINOX.</p></div>","PeriodicalId":19976,"journal":{"name":"Pancreatology","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1424390324000784/pdfft?md5=ab783284432ac1adc76e8f17afb9f7ac&pid=1-s2.0-S1424390324000784-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140326931","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
Clinical outcomes of acute pancreatitis in COVID-19 hospitalizations in the United States 致编辑的信:美国 COVID-19 住院病例中急性胰腺炎的临床结果
IF 3.6 2区 医学 Q2 Medicine Pub Date : 2024-06-01 DOI: 10.1016/j.pan.2024.04.002
Adishwar Rao, Akriti Agrawal, Hassam Ali, Manesh Kumar Gangwani, Saurabh Chandan, Dushyant Singh Dahiya
{"title":"Clinical outcomes of acute pancreatitis in COVID-19 hospitalizations in the United States","authors":"Adishwar Rao,&nbsp;Akriti Agrawal,&nbsp;Hassam Ali,&nbsp;Manesh Kumar Gangwani,&nbsp;Saurabh Chandan,&nbsp;Dushyant Singh Dahiya","doi":"10.1016/j.pan.2024.04.002","DOIUrl":"10.1016/j.pan.2024.04.002","url":null,"abstract":"","PeriodicalId":19976,"journal":{"name":"Pancreatology","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140802466","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Impact of previous S-1 treatment on efficacy of liposomal irinotecan plus 5-fluorouracil and leucovorin in patients with metastatic pancreatic cancer 曾接受过 S-1 治疗对转移性胰腺癌患者接受脂质体伊立替康+5-氟尿嘧啶和亮菌甲素治疗疗效的影响
IF 3.6 2区 医学 Q2 Medicine Pub Date : 2024-06-01 DOI: 10.1016/j.pan.2024.03.014
Cheng-Yu Tang , Shih-Hung Yang , Chung-Pin Li , Yung-Yeh Su , Sz-Chi Chiu , Li-Yuan Bai , Yan-Shen Shan , Li-Tzong Chen , Shih-Chang Chuang , De-Chuan Chan , Chia-Jui Yen , Cheng-Ming Peng , Tai-Jan Chiu , Yen-Yang Chen , Jen-Shi Chen , Nai-Jung Chiang , Wen-Chi Chou

Background/objectives

Liposomal irinotecan plus 5-fluorouracil and leucovorin (nal-IRI + 5-FU/LV) provides survival benefits for metastatic pancreatic adenocarcinoma (mPDAC) refractory to gemcitabine-based treatment, mainly gemcitabine plus nab-paclitaxel (GA), in current practice. Gemcitabine plus S-1 (GS) is another commonly administered first-line regimen before nab-paclitaxel reimbursement; however, the efficacy and safety of nal-IRI + 5-FU/LV for mPDAC after failed GS treatment has not been reported and was therefore explored in this study.

Methods

In total, 177 patients with mPDAC received first-line GS or GA treatment, followed by second-line nal-IRI + 5-FU/LV treatment (identified from a multicenter retrospective cohort in Taiwan from 2018 to 2020); 85 and 92 patients were allocated to the GS and GA groups, respectively. Overall survival (OS), time-to-treatment failure (TTF), and adverse events were compared between the two groups.

Results

The baseline characteristics of the two groups were generally similar; however, a higher median age (67 versus 62 years, p < 0.001) and fewer liver metastases (52% versus 78%, p < 0.001) were observed in the GS versus GA group. The median OS was 15.0 and 15.9 months in the GS and GA groups, respectively (p = 0.58). The TTF (3.1 versus 2.8 months, p = 0.36) and OS (7.6 versus 6.7 months, p = 0.83) after nal-IRI treatment were similar between the two groups. More patients in the GS group developed mucositis during nal-IRI treatment (15% versus 4%, p = 0.02).

Conclusions

The efficacy of second-line nal-IRI +5-FU/LV treatment was unaffected by prior S-1 exposure. GS followed by nal-IRI treatment is an alternative treatment sequence for patients with mPDAC.

脂质体伊立替康+5-氟尿嘧啶和亮菌甲素(纳尔-伊立替康+5-FU/LV)可为对吉西他滨治疗(主要是吉西他滨+萘紫杉醇(GA))难治的转移性胰腺腺癌(mPDAC)带来生存获益。吉西他滨加S-1(GS)是纳布-紫杉醇报销前另一种常用的一线治疗方案;然而,纳尔-IRI+5-FU/LV治疗GS治疗失败后的mPDAC的有效性和安全性尚未见报道,因此本研究对其进行了探讨。共有177名mPDAC患者接受了一线GS或GA治疗,随后接受二线nal-IRI + 5-FU/LV治疗(从2018年至2020年台湾多中心回顾性队列中确定);分别有85名和92名患者被分配到GS组和GA组。比较了两组患者的总生存期(OS)、治疗失败时间(TTF)和不良事件。两组患者的基线特征基本相似,但GS组比GA组患者的中位年龄更高(67岁对62岁,<0.001),肝转移灶更少(52%对78%,<0.001)。GS组和GA组的中位OS分别为15.0个月和15.9个月 ( = 0.58)。两组患者在接受纳尔-IRI治疗后的TTF(3.1个月对2.8个月,=0.36)和OS(7.6个月对6.7个月,=0.83)相似。在纳尔-IRI治疗期间,GS组出现粘膜炎的患者更多(15%对4%,=0.02)。二线 nal-IRI +5-FU/LV 治疗的疗效不受之前 S-1 暴露的影响。对于 mPDAC 患者来说,先用 GS 再用 nal-IRI 治疗是一种可供选择的治疗顺序。
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引用次数: 0
Pancreatic anastomosis training models: Current status and future directions 胰腺吻合术训练模型:现状与未来方向
IF 3.6 2区 医学 Q2 Medicine Pub Date : 2024-06-01 DOI: 10.1016/j.pan.2024.03.020
Kunal Joshi , Daniel M. Espino , Duncan ET. Shepherd , Nasim Mahmoodi , Keith J. Roberts , Nikolaos Chatzizacharias , Ravi Marudanayagam , Robert P. Sutcliffe

Postoperative pancreatic fistula (POPF) is a major cause of morbidity and mortality after pancreatoduodenectomy (PD), and previous research has focused on patient-related risk factors and comparisons between anastomotic techniques. However, it is recognized that surgeon experience is an important factor in POPF outcomes, and that there is a significant learning curve for the pancreatic anastomosis. The aim of this study was to review the current literature on training models for the pancreatic anastomosis, and to explore areas for future research. It is concluded that research is needed to understand the mechanical properties of the human pancreas in an effort to develop a synthetic model that closely mimics its mechanical properties. Virtual reality (VR) is an attractive alternative to synthetic models for surgical training, and further work is needed to develop a VR pancreatic anastomosis training module that provides both high fidelity and haptic feedback.

术后胰瘘(POPF)是胰十二指肠切除术(PD)后发病率和死亡率的主要原因,以往的研究主要集中在与患者相关的风险因素和吻合技术的比较上。然而,人们认识到外科医生的经验是影响 POPF 结果的一个重要因素,而且胰腺吻合术有一个显著的学习曲线。本研究旨在回顾目前有关胰腺吻合术培训模式的文献,并探索未来研究的领域。结论是需要研究了解人体胰腺的机械特性,以努力开发出一种能密切模拟其机械特性的合成模型。虚拟现实(VR)是外科手术培训中合成模型的一种有吸引力的替代方法,还需要进一步努力开发一种既能提供高保真又能提供触觉反馈的 VR 胰腺吻合术培训模块。
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引用次数: 0
The epidemiology of acute pancreatitis in Tasmania over a 12-year period: Is this a disease of disadvantage? 塔斯马尼亚 12 年间急性胰腺炎的流行病学:这是一种弱势疾病吗?
IF 3.6 2区 医学 Q2 Medicine Pub Date : 2024-06-01 DOI: 10.1016/j.pan.2024.04.010
Richard C. Turner , Sauro Salomoni , Rachel E. Neale , Amanda Neil , Savio G. Barreto , Chee Y. Ooi , Daniel Croagh , Jeremy S. Wilson , Tony Pang , Minoti Apte

Background

The global incidence of acute pancreatitis (AP) is increasing, but little information exists about trends in Australia. This study aimed to describe incidence trends, along with clinical and socio-demographic associations, in the state of Tasmania over a recent 12-year period.

Methods

The study cohort was obtained by linking clinical and administrative datasets encompassing the whole Tasmanian population between 2007 and 2018, inclusive. Pancreatitis case definition was based on relevant ICD-10 hospitalization codes, or elevated serum lipase or amylase in pathology data.

Age-standardised incidence rates were estimated, overall and stratified by sex, aetiology, and Index of Relative Socio-economic Disadvantage (IRSD).

Results

In the study period, 4905 public hospital AP episodes were identified in 3503 people. The age-standardised person-based incidence rate across the entire period was 54 per 100,000 per year. Incidence was inversely related to IRSD score; 71 per 100,000 per year in the most disadvantaged quartile compared to 32 in the least disadvantaged. Biliary AP incidence was higher than that of alcohol-related AP, although the greatest incidence was in “unspecified” cases. There was an increase in incidence for the whole cohort (average annual percent change 3.23 %), largely driven by the two most disadvantaged IRSD quartiles; the least disadvantaged quartile saw a slight overall decrease.

Conclusion

This is the first Australian study providing robust evidence that AP incidence is increasing and is at the upper limit of population-based studies worldwide. This increased incidence is greatest in socio-economically disadvantaged areas, meriting further research to develop targeted, holistic management strategies.

背景:全球急性胰腺炎(AP)的发病率正在上升,但有关澳大利亚发病趋势的信息却很少。本研究旨在描述塔斯马尼亚州最近12年的发病趋势以及临床和社会人口学关联:研究队列是通过连接 2007 年至 2018 年(含)期间塔斯马尼亚州全体人口的临床和行政数据集获得的。胰腺炎病例的定义基于相关的ICD-10住院代码,或病理数据中血清脂肪酶或淀粉酶的升高。我们估算了总体年龄标准化发病率,并按性别、病因和相对社会经济劣势指数(IRSD)进行了分层:在研究期间,共发现 3503 人中有 4905 例公立医院急性呼吸道感染病例。在整个研究期间,以年龄为标准的个人发病率为每年每 10 万人中有 54 人发病。发病率与 IRSD 评分成反比;在最弱势的四分位中,每年每十万人中有 71 人发病,而在最弱势的四分位中,每年每十万人中有 32 人发病。胆道 AP 的发病率高于酒精相关 AP,但 "未指定 "病例的发病率最高。整个队列的发病率有所上升(年均百分比变化率为 3.23%),这主要是由两个处境最不利的 IRSD 四分位组推动的;处境最不利的四分位组的发病率总体上略有下降:这是澳大利亚的第一项研究,它提供了有力的证据,证明 AP 发病率正在上升,并已达到全球人口研究的上限。在社会经济条件较差的地区,这种发病率的增加幅度最大,值得进一步研究,以制定有针对性的综合管理策略。
{"title":"The epidemiology of acute pancreatitis in Tasmania over a 12-year period: Is this a disease of disadvantage?","authors":"Richard C. Turner ,&nbsp;Sauro Salomoni ,&nbsp;Rachel E. Neale ,&nbsp;Amanda Neil ,&nbsp;Savio G. Barreto ,&nbsp;Chee Y. Ooi ,&nbsp;Daniel Croagh ,&nbsp;Jeremy S. Wilson ,&nbsp;Tony Pang ,&nbsp;Minoti Apte","doi":"10.1016/j.pan.2024.04.010","DOIUrl":"10.1016/j.pan.2024.04.010","url":null,"abstract":"<div><h3>Background</h3><p>The global incidence of acute pancreatitis (AP) is increasing, but little information exists about trends in Australia. This study aimed to describe incidence trends, along with clinical and socio-demographic associations, in the state of Tasmania over a recent 12-year period.</p></div><div><h3>Methods</h3><p>The study cohort was obtained by linking clinical and administrative datasets encompassing the whole Tasmanian population between 2007 and 2018, inclusive. Pancreatitis case definition was based on relevant ICD-10 hospitalization codes, or elevated serum lipase or amylase in pathology data.</p><p>Age-standardised incidence rates were estimated, overall and stratified by sex, aetiology, and Index of Relative Socio-economic Disadvantage (IRSD).</p></div><div><h3>Results</h3><p>In the study period, 4905 public hospital AP episodes were identified in 3503 people. The age-standardised person-based incidence rate across the entire period was 54 per 100,000 per year. Incidence was inversely related to IRSD score; 71 per 100,000 per year in the most disadvantaged quartile compared to 32 in the least disadvantaged. Biliary AP incidence was higher than that of alcohol-related AP, although the greatest incidence was in “unspecified” cases. There was an increase in incidence for the whole cohort (average annual percent change 3.23 %), largely driven by the two most disadvantaged IRSD quartiles; the least disadvantaged quartile saw a slight overall decrease.</p></div><div><h3>Conclusion</h3><p>This is the first Australian study providing robust evidence that AP incidence is increasing and is at the upper limit of population-based studies worldwide. This increased incidence is greatest in socio-economically disadvantaged areas, meriting further research to develop targeted, holistic management strategies.</p></div>","PeriodicalId":19976,"journal":{"name":"Pancreatology","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1424390324001091/pdfft?md5=bb50cbc6c08daf1d69cf11129451d999&pid=1-s2.0-S1424390324001091-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140855728","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
Identification of pancreatic cancer risk factors from clinical notes using natural language processing 利用自然语言处理技术从临床笔记中识别胰腺癌风险因素
IF 3.6 2区 医学 Q2 Medicine Pub Date : 2024-06-01 DOI: 10.1016/j.pan.2024.03.016
Dhruv Sarwal , Liwei Wang , Sonal Gandhi , Elham Sagheb Hossein Pour , Laurens P. Janssens , Adriana M. Delgado , Karen A. Doering , Anup Kumar Mishra , Jason D. Greenwood , Hongfang Liu , Shounak Majumder

Objectives

Screening for pancreatic ductal adenocarcinoma (PDAC) is considered in high-risk individuals (HRIs) with established PDAC risk factors, such as family history and germline mutations in PDAC susceptibility genes. Accurate assessment of risk factor status is provider knowledge-dependent and requires extensive manual chart review by experts. Natural Language Processing (NLP) has shown promise in automated data extraction from the electronic health record (EHR). We aimed to use NLP for automated extraction of PDAC risk factors from unstructured clinical notes in the EHR.

Methods

We first developed rule-based NLP algorithms to extract PDAC risk factors at the document-level, using an annotated corpus of 2091 clinical notes. Next, we further improved the NLP algorithms using a cohort of 1138 patients through patient-level training, validation, and testing, with comparison against a pre-specified reference standard. To minimize false-negative results we prioritized algorithm recall.

Results

In the test set (n = 807), the NLP algorithms achieved a recall of 0.933, precision of 0.790, and F1-score of 0.856 for family history of PDAC. For germline genetic mutations, the algorithm had a high recall of 0.851, while precision and F1-score were lower at 0.350 and 0.496 respectively. Most false positives for germline mutations resulted from erroneous recognition of tissue mutations.

Conclusions

Rule-based NLP algorithms applied to unstructured clinical notes are highly sensitive for automated identification of PDAC risk factors. Further validation in a large primary-care patient population is warranted to assess real-world utility in identifying HRIs for pancreatic cancer screening.

筛查胰腺导管腺癌(PDAC)的对象是具有 PDAC 风险因素(如家族史和 PDAC 易感基因的种系突变)的高危人群(HRIs)。风险因素状态的准确评估依赖于提供者的知识,需要专家进行大量的人工病历审查。自然语言处理(NLP)已显示出从电子健康记录(EHR)中自动提取数据的前景。我们首先开发了基于规则的 NLP 算法,利用 2091 份临床笔记的注释语料库在文档级别提取 PDAC 风险因素。接下来,我们通过患者层面的训练、验证和测试,并与预先指定的参考标准进行比较,利用 1138 例患者进一步改进了 NLP 算法。结果在测试集(n = 807)中,NLP 算法在 PDAC 家族史方面的召回率为 0.933,精确度为 0.790,F1 分数为 0.856。对于种系基因突变,该算法的召回率高达 0.851,而精确度和 F1 分数较低,分别为 0.350 和 0.496。结论基于规则的 NLP 算法应用于非结构化临床笔记,对自动识别 PDAC 风险因素非常敏感。有必要在大量初级保健患者群体中进行进一步验证,以评估在胰腺癌筛查中识别HRIs的实际效用。
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Pancreatology
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