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Pancreatic Solid Pseudopapillary Neoplasms in Childhood. 儿童胰腺实性假乳头状肿瘤。
IF 1.7 4区 医学 Q3 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2025-05-01 DOI: 10.1097/MPA.0000000000002466
Katharina Vedder, Georgi Vassilev, Flavius Sandra-Petrescu, Schaima Abdelhadi, Maike Hermann, Christoph Reissfelder
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引用次数: 0
Transcriptome Analysis of Human Pancreatic Stellate Cells Co-cultured With PAK1-Modulated Cells Revealed the Role of Cytokine Pathway in Tumor Microenvironment. 人类胰腺星状细胞与pak1调控细胞共培养的转录组分析揭示细胞因子通路在肿瘤微环境中的作用
IF 1.7 4区 医学 Q3 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2025-05-01 DOI: 10.1097/MPA.0000000000002450
Sridevi Duggirala, Vaishnavi Balasubramanian, Abirami Seetharaman, Sowmiya Murugan, Joydeep Roy, Sameer Hassan, Devi Rajeswari V, Ganesh Venkatraman, Suresh Kumar Rayala

Background: Pancreatic ductal adenocarcinoma (PDAC) is an aggressive cancer with high metastatic ability, poor prognosis, and resistant to treatment. Tumor microenvironment plays a major role in the complexity of PDAC.

Objective of the study: The aim of the study was to examine the role of P21 activated kinase-1 (PAK1) in the sustenance of tumor microenvironment to enable tumor growth and progression.

Methodology: The effect of PAK1 in the tumor microenvironment was analyzed using a novel co-culture method involving pancreatic cancer cells and pancreatic stellate cells. The 2 cell types were grown in both direct and indirect cell culture models to facilitate the juxtracrine signaling and establish a secretome network. The established network was studied using the transcriptome sequencing of PAK1-modulated MIA PaCa-2 cells co-cultured with stellate cells.

Results: The results showed that PAK1 influenced cells have increased interferon pathway when compared to PAK1 depleted cells. The levels of chemokine CCL3 was altered in PAK1-modulated cells as evidenced by the bioinformatic, QPCR, and ELISA analysis. The pathway and interactome analysis showed that CCL3 promotes interferon activation and myofibroblast differentiation in pancreatic cancer microenvironment. These results might help in identifying the PAK1 induced metastatic network in pancreatic cancer. Further investigation will provide adequate evidence of CCL3 and PAK1 in pancreatic carcinogenesis and metastasis.

Conclusions: The present study provides an understanding of tumor microenvironment and involvement of inflammatory cytokines in a juxtacrine mechanism to aggravate and accelerate pancreatic adenocarcinoma.

背景:胰腺导管腺癌(Pancreatic ductal adencarcinoma, PDAC)是一种侵袭性肿瘤,具有高转移能力、预后差、治疗难等特点。肿瘤微环境对PDAC的复杂性起着重要作用。研究目的:研究P21活化激酶-1 (PAK1)在维持肿瘤微环境中促进肿瘤生长和进展的作用。方法:采用新颖的胰腺癌细胞与胰腺星状细胞共培养方法,分析PAK1在肿瘤微环境中的作用。在直接和间接细胞培养模型中培养两种细胞类型,以促进近分泌信号传导并建立分泌组网络。利用pak1调控的MIA PaCa-2细胞与星状细胞共培养的转录组测序来研究建立的网络。结果:与PAK1缺失细胞相比,PAK1影响细胞的干扰素通路增加。生物信息学、QPCR和ELISA分析证实,在pak1调节的细胞中,趋化因子CCL3的水平发生了改变。途径和相互作用组分析表明,CCL3促进胰腺癌微环境中干扰素激活和肌成纤维细胞分化。这些结果可能有助于确定PAK1诱导的胰腺癌转移网络。进一步的研究将为CCL3和PAK1在胰腺癌发生和转移中的作用提供充分的证据。结论:本研究揭示了肿瘤微环境及炎症因子参与胰腺腺癌加重和加速的近分泌机制。
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引用次数: 0
Peritoneal Tumor DNA as a Prognostic Biomarker in Pancreatic Cancer: A Systematic Review and Meta-Analysis. 腹膜肿瘤 DNA 作为胰腺癌的预后生物标记物:系统回顾与元分析》。
IF 1.7 4区 医学 Q3 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2025-05-01 DOI: 10.1097/MPA.0000000000002437
Mariana Macambira Noronha, Luís Felipe Leite da Silva, Pedro C A Reis, João Evangelista Ponte Conrado, Thais Baccili Cury Megid, Erick F Saldanha
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引用次数: 0
Simultaneous Pancreas and Kidney Transplantation From a Small Pediatric Donor With Ipsilateral Implantation Over Aortic Cuff. 儿童小供体同时胰肾移植与主动脉袖上同侧植入。
IF 1.7 4区 医学 Q3 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2025-05-01 DOI: 10.1097/MPA.0000000000002464
Venkata Kanaka Naga Karthik Nasika, Vivek Thakur, Abhinav Reddy, Ashish Sharma, Sarbpreet Singh, Jasmine Sethi
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引用次数: 0
Preoperative Anemia as a Prognostic Risk Factor for Inferior Oncological Survival Following Resection for Pancreatic Ductal Adenocarcinoma. 术前贫血是胰管腺癌切除术后下壁肿瘤生存的预后危险因素。
IF 1.7 4区 医学 Q3 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2025-05-01 DOI: 10.1097/MPA.0000000000002448
Mylena D Bos, N Helge Meyer, Allard G Wijma, Karl Khatib-Chahidi, Evert van den Broek, Cassandra S L Ho, Mark Meerdink, Joost M Klaase, Maximilian Bockhorn, Frederik J H Hoogwater, Maarten W Nijkamp

Objectives: A significant proportion of patients undergoing surgery for pancreatic ductal adenocarcinoma (PDAC) are anemic at the time of resection. In these patients, blood transfusions are omitted because of their potential negative impact on oncological outcomes. The present study aimed to determine the prognostic value of preoperative anemia in resected PDAC patients, irrespective of blood transfusion status.

Materials and methods: This retrospective 2-center cohort study included patients who underwent resection for PDAC between 2013 and 2022. The prognostic role of preoperative anemia was investigated using Cox proportional-hazard regression analysis. A subgroup analysis excluded PDAC patients who received a perioperative blood transfusion.

Results: Among 280 included PDAC patients, 110 (39%) were found to have preoperative anemia. Preoperative anemia was associated with increased use of blood transfusions, with 44 patients (16%) requiring transfusion perioperatively. In the whole cohort, preoperative anemia was an independent predictor of lower disease-free survival (hazard ratio [HR] = 1.518; 95% confidence interval [CI] = 1.103-2.090, P  = 0.011), but not overall survival. However, when patients who received a perioperative blood transfusion were excluded, preoperative anemia was independently associated with both lower disease-free survival (HR = 1.636; 95% CI = 1.113-2.404, P  = 0.012) and overall survival (HR = 1.484; 95% CI = 1.036-2.127, P  = 0.031).

Conclusions: Preoperative anemia was identified as an independent risk factor for inferior oncological survival after resection for PDAC. These results support the need for increased awareness regarding the potential adverse effects of preoperative anemia on oncological outcomes in PDAC.

目的:胰导管腺癌(PDAC)手术患者中有相当大比例的患者在切除时贫血。在这些患者中,由于输血对肿瘤预后的潜在负面影响,因此省略了输血。本研究的目的是确定术前贫血在切除PDAC患者的预后价值,而不考虑输血状态。方法:在这项回顾性双中心队列研究中,纳入了2013年至2022年间因组织学证实的PDAC接受切除术的患者。采用Cox比例风险回归分析探讨术前贫血对预后的影响。进行亚组分析,排除围手术期输血的PDAC患者。结果:在纳入的280例PDAC患者中,110例(39%)在手术前发现贫血。术前贫血与输血使用增加有关,共有44例(16%)患者需要围手术期输血。在整个队列中,术前贫血被发现是较低无病生存期(DFS)的独立预测因子(HR=1.518;95% ci 1.103-2.090;P=0.011),但总生存期(OS)没有变化。然而,当将围手术期输血的患者排除在分析之外时,术前贫血与较低的DFS (HR=1.636;95% ci 1.113-2.404;P=0.012)和OS (HR=1.484;95% ci 1.036-2.127;P = 0.031)。结论:术前贫血是影响PDAC术后肿瘤生存的独立危险因素。这些结果支持有必要提高对术前贫血对PDAC肿瘤预后的潜在不良影响的认识。
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引用次数: 0
Rate of Decrease in Serum Autotaxin Can Predict Relapse of Type 1 Autoimmune Pancreatitis After Initial Steroid Therapy. 血清自体的士素降低率可预测初始类固醇治疗后1型自身免疫性胰腺炎复发
IF 1.7 4区 医学 Q3 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2025-05-01 DOI: 10.1097/MPA.0000000000002457
Ichitaro Horiuchi, Akira Nakamura, Yasuhiro Kuraishi, Nobukazu Sasaki, Masafumi Minamisawa, Masato Kamakura, Shohei Kondo, Takumi Yanagisawa, Takaya Oguchi, Tomoyuki Nakajima, Takeshi Uehara, Tadanobu Nagaya, Satoshi Shimamoto, Koji Igarashi, Takeji Umemura

Objectives: There are numerous studies on predicting relapse of autoimmune pancreatitis (AIP). Serum autotaxin (ATX) was recently found to associate with AIP relapse. This study examined the changes in serum IgG4 and ATX levels for predicting relapse in AIP patients.

Materials and methods: Patients with AIP who had received initial steroid therapy were retrospectively enrolled. Serum IgG4 and ATX levels were measured before and after treatment. The rates of decrease (Δ) in serum marker levels were calculated by dividing the difference between before and after steroid therapy by the number of days between them.

Results: The 37 AIP patients analyzed included 26 nonrelapse and 11 relapse patients. The median Δ of serum IgG4 was 5.19 [interquartile range (IQR): 2.65-14.49] in the nonrelapse group and statistically comparable to the 3.07 (IQR: 1.79-4.43) in the relapse group ( P =0.12). The median Δ of serum ATX was 1.32×10 -3 (IQR: 0.23×10 -3 -2.45×10 -3 ) in the nonrelapse group and 0.58×10 -3 (IQR: -1.34×10 -3 -0.91×10 -3 ) in the relapse group, which was a significant difference ( P <0.01). Positive predictive values for relapse was 86.5% when the Δ of IgG4 and the Δ of ATX were combined.

Conclusions: The combination of IgG4 and ATX decrease rates may help predict relapse in AIP patients after steroid therapy.

目的:对自身免疫性胰腺炎(AIP)复发的预测进行了大量的研究。最近发现,血清自身taxin (ATX)与AIP复发有关。本研究通过检测血清IgG4和ATX水平的变化来预测AIP患者的复发。材料和方法:回顾性纳入最初接受类固醇治疗的AIP患者。治疗前后测定血清IgG4和ATX水平。血清标志物水平的降低率(Δ)通过将类固醇治疗前后的差异除以两者之间的天数来计算。结果:37例AIP患者未复发26例,复发11例。未复发组血清IgG4的中位数Δ为5.19[四分位数范围(IQR): 2.65 ~ 14.49],与复发组的3.07 (IQR: 1.79 ~ 4.43)具有统计学差异(P =0.12)。非复发组血清ATX中位Δ为1.32×10 -3 (IQR: 0.23×10 -3 -2.45×10 -3),复发组为0.58×10 -3 (IQR: -1.34×10 -3 -0.91×10 -3),差异有统计学意义(P)结论:IgG4和ATX联合降低率可能有助于预测AIP患者类固醇治疗后的复发。
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引用次数: 0
Hypophosphatemia as a Predictor of Pancreatic Necrosis in Acute Alcohol-induced Pancreatitis. 低磷血症作为急性酒精性胰腺炎胰腺坏死的预测因子
IF 1.7 4区 医学 Q3 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2025-05-01 DOI: 10.1097/MPA.0000000000002459
Syed Alishan Nasir, Deep Pandya, Ethan Chambers, Sarah Zubair, Sri Prathima Kanneganti, Reid Hopkins, Rakhee Mangla, Naveen Anand

Objective: Pancreatic necrosis is a catastrophic complication of acute pancreatitis and is associated with increased morbidity and mortality. While there is no objective means to predict pancreatic necrosis, recent studies have identified serum phosphate levels as a contributor to the disease process, with worse outcomes noted in patients with low serum phosphates. We aimed to determine if there was a relationship between low serum phosphate levels and the risk of developing pancreatic necrosis in patients with acute alcoholic pancreatitis (AAP).

Methods: Health care records from patients admitted between January 2017 and December 2022 for acute alcoholic pancreatitis were retrospectively reviewed. These patients were categorized based on their phosphate levels within 48 hours of admission: normal phosphate levels (2.8-4.5 mg/dL) and hypophosphatemia (<2.8 mg/dL). Imaging findings from hospital stays were examined to identify cases of pancreatic necrosis. These cases were then compared across patients with normal and low phosphate levels.

Results: Among the 207 patients admitted for acute alcoholic pancreatitis, 67 met the inclusion and exclusion criteria. Of these, 37 patients exhibited serum phosphate levels below 2.8 mg/dL, while 30 maintained levels between 2.8 and 4.5 mg/dL within the first 48 hours of admission. Of the patients in the hypophosphatemia group, 27.02% were noted to develop pancreatic necrosis during hospital stay compared to only 6.66% in the normal phosphate group ( P value: 0.029). In addition, those who developed necrosis had an overall lower mean phosphate level of 2.13 mg/dL compared to the mean phosphate level of 2.60 mg/dL ( P value: 0.0521) in patients without necrosis. The median duration of hospital stay ( P value: 0.65) and rate of intensive care unit (ICU) admission ( P value: 0.41) were similar in both groups.

Conclusions: Early hypophosphatemia during admission for AAP was associated with an increased risk of developing pancreatic necrosis; however, it may not affect the overall length of hospital stay or rate of ICU admission.

目的:胰腺坏死是急性胰腺炎的一种灾难性并发症,与发病率和死亡率增高有关。虽然没有客观的方法来预测胰腺坏死,但最近的研究已经确定血清磷酸盐水平在疾病过程中起着重要作用,低血清磷酸盐患者的预后更差。我们的目的是确定低血清磷酸盐水平与急性酒精性胰腺炎(AAP)患者发生胰腺坏死的风险之间是否存在关系。方法:回顾性分析2017年1月至2022年12月收治的急性酒精性胰腺炎患者的医疗记录。这些患者根据入院48小时内的磷酸盐水平进行分类:正常磷酸盐水平(2.8-4.5 mg/dL)和低磷血症(结果:在207例急性酒精性胰腺炎患者中,67例符合纳入和排除标准。其中,37名患者的血清磷酸盐水平低于2.8 mg/dL,而30名患者在入院前48小时内维持在2.8至4.5 mg/dL之间。在低磷血症组中,27.02%的患者在住院期间发生胰腺坏死,而正常磷酸盐组仅为6.66% (p值:0.029)。此外,与未发生坏死的患者的平均磷酸盐水平2.60 mg/dL (p值:0.0521)相比,发生坏死的患者的总体平均磷酸盐水平较低,为2.13 mg/dL。两组患者的中位住院时间(p值:0.65)和重症监护病房(ICU)入院率(p值:0.41)相似。结论:AAP患者入院时早期低磷血症与发生胰腺坏死的风险增加相关,但可能不影响总住院时间或ICU入院率。
{"title":"Hypophosphatemia as a Predictor of Pancreatic Necrosis in Acute Alcohol-induced Pancreatitis.","authors":"Syed Alishan Nasir, Deep Pandya, Ethan Chambers, Sarah Zubair, Sri Prathima Kanneganti, Reid Hopkins, Rakhee Mangla, Naveen Anand","doi":"10.1097/MPA.0000000000002459","DOIUrl":"10.1097/MPA.0000000000002459","url":null,"abstract":"<p><strong>Objective: </strong>Pancreatic necrosis is a catastrophic complication of acute pancreatitis and is associated with increased morbidity and mortality. While there is no objective means to predict pancreatic necrosis, recent studies have identified serum phosphate levels as a contributor to the disease process, with worse outcomes noted in patients with low serum phosphates. We aimed to determine if there was a relationship between low serum phosphate levels and the risk of developing pancreatic necrosis in patients with acute alcoholic pancreatitis (AAP).</p><p><strong>Methods: </strong>Health care records from patients admitted between January 2017 and December 2022 for acute alcoholic pancreatitis were retrospectively reviewed. These patients were categorized based on their phosphate levels within 48 hours of admission: normal phosphate levels (2.8-4.5 mg/dL) and hypophosphatemia (<2.8 mg/dL). Imaging findings from hospital stays were examined to identify cases of pancreatic necrosis. These cases were then compared across patients with normal and low phosphate levels.</p><p><strong>Results: </strong>Among the 207 patients admitted for acute alcoholic pancreatitis, 67 met the inclusion and exclusion criteria. Of these, 37 patients exhibited serum phosphate levels below 2.8 mg/dL, while 30 maintained levels between 2.8 and 4.5 mg/dL within the first 48 hours of admission. Of the patients in the hypophosphatemia group, 27.02% were noted to develop pancreatic necrosis during hospital stay compared to only 6.66% in the normal phosphate group ( P value: 0.029). In addition, those who developed necrosis had an overall lower mean phosphate level of 2.13 mg/dL compared to the mean phosphate level of 2.60 mg/dL ( P value: 0.0521) in patients without necrosis. The median duration of hospital stay ( P value: 0.65) and rate of intensive care unit (ICU) admission ( P value: 0.41) were similar in both groups.</p><p><strong>Conclusions: </strong>Early hypophosphatemia during admission for AAP was associated with an increased risk of developing pancreatic necrosis; however, it may not affect the overall length of hospital stay or rate of ICU admission.</p>","PeriodicalId":19733,"journal":{"name":"Pancreas","volume":" ","pages":"e460-e465"},"PeriodicalIF":1.7,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12052042/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143493055","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Serum Phosphate is a Biomarker for In-hospital and 30-day Mortality in Patients With Acute Pancreatitis Based on the MIMIC-IV Database. 基于MIMIC-IV数据库,血清磷酸盐是急性胰腺炎患者住院和30天死亡率的生物标志物。
IF 1.7 4区 医学 Q3 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2025-05-01 DOI: 10.1097/MPA.0000000000002455
Kun Li, Shuo Cao, Kexiang Qin, Ju Luo, Ning Ding

Background: Acute pancreatitis (AP) is the most common disease in emergency and intensive care units; early mortality predictions and intervention are crucial for improving patient prognosis. We investigated the association of serum phosphate with mortality among AP patients using a large public database.

Methods: This was a retrospective study. All AP patients in the MIMIC-IV database were included. Based on the tertiles of serum phosphate, all AP patients were divided into 3 groups. Two generalized additive models were performed to explore the association of serum phosphate with in-hospital and 30-day mortality. Kaplan-Meier analysis was introduced for survival probability.

Results: A total of 1088 AP patients admitted to the ICU were included. The mortalities of in-hospital (n=137) and 30-day (n=118) were 12.59% and 10.85%, respectively. The median levels of serum phosphate in the survivor and the non-survivor groups were 3.20 and 3.90 mg/dL, respectively (P<0.001). After adjusting for all potential confounders, with 1 mg/dL increment in serum phosphate, the risk of in-hospital and 30-day mortality increased by 20% (HR=1.20, 95% CI: 1.00-1.44, P=0.0443) and 25% (HR=1.25, 95% CI: 1.03-1.52, P=0.0214), respectively. The areas under the ROC curve (AUC) of serum phosphate for predicting in-hospital and 30-day mortality were 0.650 (95% CI: 0.599-0.701) and 0.659 (95% CI: 0.605-0.714), respectively. The cutoff values of serum phosphate were 3.65 and 4.35 mg/dL, respectively.

Conclusions: A linear positive relationship was found between serum phosphate and in-hospital and 30-day mortality in AP. Serum phosphate was associated with in-hospital and 30-day mortality in AP. Our results could be used for screening out those AP patients with a higher risk of worse outcomes.

背景:急性胰腺炎(AP)是急诊和重症监护病房最常见的疾病;早期死亡率预测和干预对改善患者预后至关重要。我们使用大型公共数据库调查了AP患者血清磷酸盐与死亡率的关系。方法:回顾性研究。MIMIC-IV数据库中的所有AP患者均被纳入。根据血清磷酸盐的位数将AP患者分为3组。采用两种广义相加模型探讨血清磷酸盐与住院死亡率和30天死亡率的关系。生存率采用Kaplan-Meier分析。结果:共纳入1088例入住ICU的AP患者。住院死亡率(n=137)和30天死亡率(n=118)分别为12.59%和10.85%。生存组和非生存组的中位血清磷酸盐水平分别为3.20和3.90 mg/dL(结论:血清磷酸盐与AP住院和30天死亡率呈线性正相关。血清磷酸盐与AP住院和30天死亡率相关。我们的结果可用于筛选预后较差的AP患者。
{"title":"Serum Phosphate is a Biomarker for In-hospital and 30-day Mortality in Patients With Acute Pancreatitis Based on the MIMIC-IV Database.","authors":"Kun Li, Shuo Cao, Kexiang Qin, Ju Luo, Ning Ding","doi":"10.1097/MPA.0000000000002455","DOIUrl":"https://doi.org/10.1097/MPA.0000000000002455","url":null,"abstract":"<p><strong>Background: </strong>Acute pancreatitis (AP) is the most common disease in emergency and intensive care units; early mortality predictions and intervention are crucial for improving patient prognosis. We investigated the association of serum phosphate with mortality among AP patients using a large public database.</p><p><strong>Methods: </strong>This was a retrospective study. All AP patients in the MIMIC-IV database were included. Based on the tertiles of serum phosphate, all AP patients were divided into 3 groups. Two generalized additive models were performed to explore the association of serum phosphate with in-hospital and 30-day mortality. Kaplan-Meier analysis was introduced for survival probability.</p><p><strong>Results: </strong>A total of 1088 AP patients admitted to the ICU were included. The mortalities of in-hospital (n=137) and 30-day (n=118) were 12.59% and 10.85%, respectively. The median levels of serum phosphate in the survivor and the non-survivor groups were 3.20 and 3.90 mg/dL, respectively (P<0.001). After adjusting for all potential confounders, with 1 mg/dL increment in serum phosphate, the risk of in-hospital and 30-day mortality increased by 20% (HR=1.20, 95% CI: 1.00-1.44, P=0.0443) and 25% (HR=1.25, 95% CI: 1.03-1.52, P=0.0214), respectively. The areas under the ROC curve (AUC) of serum phosphate for predicting in-hospital and 30-day mortality were 0.650 (95% CI: 0.599-0.701) and 0.659 (95% CI: 0.605-0.714), respectively. The cutoff values of serum phosphate were 3.65 and 4.35 mg/dL, respectively.</p><p><strong>Conclusions: </strong>A linear positive relationship was found between serum phosphate and in-hospital and 30-day mortality in AP. Serum phosphate was associated with in-hospital and 30-day mortality in AP. Our results could be used for screening out those AP patients with a higher risk of worse outcomes.</p>","PeriodicalId":19733,"journal":{"name":"Pancreas","volume":"54 5","pages":"e474-e481"},"PeriodicalIF":1.7,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144004878","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
A Novel Deep Learning-based Pathomics Score for Prognostic Stratification in Pancreatic Ductal Adenocarcinoma. 一种新的基于深度学习的胰腺导管腺癌预后分层病理评分。
IF 1.7 4区 医学 Q3 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2025-05-01 DOI: 10.1097/MPA.0000000000002463
Wenbin Liu, Jing Li, Xiaohan Yuan, Chengwei Chen, Yixuan Shen, Xinyue Zhang, Jieyu Yu, Mengmeng Zhu, Xu Fang, Fang Liu, Tiegong Wang, Li Wang, Jie Fan, Hui Jiang, Jianping Lu, Chengwei Shao, Yun Bian

Background and objectives: Accurate survival prediction for pancreatic ductal adenocarcinoma (PDAC) is crucial for personalized treatment strategies. This study aims to construct a novel pathomics indicator using hematoxylin and eosin-stained whole slide images and deep learning to enhance PDAC prognosis prediction.

Methods: A retrospective, 2-center study analyzed 864 PDAC patients diagnosed between January 2015 and March 2022. Using weakly supervised and multiple instance learning, pathologic features predicting 2-year survival were extracted. Pathomics features, including probability histograms and TF-IDF, were selected through random survival forests. Survival analysis was conducted using Kaplan-Meier curves, log-rank tests, and Cox regression, with AUROC and C-index used to assess model discrimination.

Results: The study cohort comprised 489 patients for training, 211 for validation, and 164 in the neoadjuvant therapy (NAT) group. A pathomics score was developed using 7 features, dividing patients into high-risk and low-risk groups based on the median score of 131.11. Significant survival differences were observed between groups (P<0.0001). The pathomics score was a robust independent prognostic factor [Training: hazard ratio (HR)=3.90; Validation: HR=3.49; NAT: HR=4.82; all P<0.001]. Subgroup analyses revealed higher survival rates for early-stage low-risk patients and NAT responders compared to high-risk counterparts (both P<0.05 and P<0.0001). The pathomics model surpassed clinical models in predicting 1-, 2-, and 3-year survival.

Conclusions: The pathomics score serves as a cost-effective and precise prognostic tool, functioning as an independent prognostic indicator that enables precise stratification and enhances the prediction of prognosis when combined with traditional pathologic features. This advancement has the potential to significantly impact PDAC treatment planning and improve patient outcomes.

背景与目的:胰腺导管腺癌(PDAC)的准确生存预测对于个性化治疗策略至关重要。本研究旨在利用苏木精和伊红染色的全切片图像,结合深度学习构建一种新的病理指标,以增强PDAC的预后预测。方法:一项回顾性、双中心研究分析了2015年1月至2022年3月诊断的864例PDAC患者。使用弱监督和多实例学习,提取预测2年生存的病理特征。通过随机生存森林选择病理特征,包括概率直方图和TF-IDF。生存分析采用Kaplan-Meier曲线、log-rank检验和Cox回归,AUROC和C-index评估模型判别。结果:研究队列包括489例训练患者,211例验证患者,164例新辅助治疗组(NAT)患者。采用7个特征进行病理评分,根据中位评分131.11分将患者分为高危组和低危组。结论:病理评分是一种经济、准确的预后工具,是一种独立的预后指标,可以精确分层,结合传统病理特征,增强对预后的预测。这一进展有可能显著影响PDAC治疗计划并改善患者预后。
{"title":"A Novel Deep Learning-based Pathomics Score for Prognostic Stratification in Pancreatic Ductal Adenocarcinoma.","authors":"Wenbin Liu, Jing Li, Xiaohan Yuan, Chengwei Chen, Yixuan Shen, Xinyue Zhang, Jieyu Yu, Mengmeng Zhu, Xu Fang, Fang Liu, Tiegong Wang, Li Wang, Jie Fan, Hui Jiang, Jianping Lu, Chengwei Shao, Yun Bian","doi":"10.1097/MPA.0000000000002463","DOIUrl":"https://doi.org/10.1097/MPA.0000000000002463","url":null,"abstract":"<p><strong>Background and objectives: </strong>Accurate survival prediction for pancreatic ductal adenocarcinoma (PDAC) is crucial for personalized treatment strategies. This study aims to construct a novel pathomics indicator using hematoxylin and eosin-stained whole slide images and deep learning to enhance PDAC prognosis prediction.</p><p><strong>Methods: </strong>A retrospective, 2-center study analyzed 864 PDAC patients diagnosed between January 2015 and March 2022. Using weakly supervised and multiple instance learning, pathologic features predicting 2-year survival were extracted. Pathomics features, including probability histograms and TF-IDF, were selected through random survival forests. Survival analysis was conducted using Kaplan-Meier curves, log-rank tests, and Cox regression, with AUROC and C-index used to assess model discrimination.</p><p><strong>Results: </strong>The study cohort comprised 489 patients for training, 211 for validation, and 164 in the neoadjuvant therapy (NAT) group. A pathomics score was developed using 7 features, dividing patients into high-risk and low-risk groups based on the median score of 131.11. Significant survival differences were observed between groups (P<0.0001). The pathomics score was a robust independent prognostic factor [Training: hazard ratio (HR)=3.90; Validation: HR=3.49; NAT: HR=4.82; all P<0.001]. Subgroup analyses revealed higher survival rates for early-stage low-risk patients and NAT responders compared to high-risk counterparts (both P<0.05 and P<0.0001). The pathomics model surpassed clinical models in predicting 1-, 2-, and 3-year survival.</p><p><strong>Conclusions: </strong>The pathomics score serves as a cost-effective and precise prognostic tool, functioning as an independent prognostic indicator that enables precise stratification and enhances the prediction of prognosis when combined with traditional pathologic features. This advancement has the potential to significantly impact PDAC treatment planning and improve patient outcomes.</p>","PeriodicalId":19733,"journal":{"name":"Pancreas","volume":"54 5","pages":"e430-e441"},"PeriodicalIF":1.7,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144015913","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Rare Pancreatic Neuroendocrine Tumor With Hyalinization Exhibiting Atypical Imaging Features: A Case Report. 罕见胰腺神经内分泌肿瘤伴非典型影像特征的透明化1例。
IF 1.7 4区 医学 Q3 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2025-05-01 DOI: 10.1097/MPA.0000000000002451
Shoya Shiratori, Ryo Sugiura, Masaki Kuwatani, Soichiro Oda, Shunichiro Nozawa, Hiroki Yonemura, Kazuma Kishi, Kazumichi Kawakubo, Aya Matsui, Satoshi Hirano, Satoko Yorinaga, Tomoko Mitsuhashi, Naoya Sakamoto
{"title":"Rare Pancreatic Neuroendocrine Tumor With Hyalinization Exhibiting Atypical Imaging Features: A Case Report.","authors":"Shoya Shiratori, Ryo Sugiura, Masaki Kuwatani, Soichiro Oda, Shunichiro Nozawa, Hiroki Yonemura, Kazuma Kishi, Kazumichi Kawakubo, Aya Matsui, Satoshi Hirano, Satoko Yorinaga, Tomoko Mitsuhashi, Naoya Sakamoto","doi":"10.1097/MPA.0000000000002451","DOIUrl":"https://doi.org/10.1097/MPA.0000000000002451","url":null,"abstract":"","PeriodicalId":19733,"journal":{"name":"Pancreas","volume":"54 5","pages":"e499-e501"},"PeriodicalIF":1.7,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143974916","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
期刊
Pancreas
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