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1.
Gastrointest Endosc ; 2024 Sep 13.
Artículo en Inglés | MEDLINE | ID: mdl-39278283

RESUMEN

BACKGROUND AND AIMS: Endoscopic ultrasound-guided biliary drainage (EUS-BD) has shown promising procedural outcomes in high-volume centers. While inferior procedural outcomes were reported in inexperienced centers during the early days of EUS-BD, the current outcomes are unknown. This study aimed to clarify the feasibility and safety of EUS-BD in centers that recently introduced EUS-BD. METHODS: This multicenter retrospective study was conducted at 22 centers that introduced EUS-BD between 2017 and 2022. A maximum of 20 initial EUS-BD cases at each center were evaluated. The clinical outcomes and experience of 84 endoscopists who performed these procedures were examined. The primary outcomes were the rate of technical success and adverse events (AEs). The secondary outcomes were risk factors associated with technical failure and procedure-related AEs. RESULTS: A total of 255 patients were enrolled. The technical success rate was 91.4% (233/255). Among technical failure cases (n=22), guidewire manipulation failure was the most common cause (n=12), followed by tract dilation failure (n=5). The AE rate was 10.2% (26/255). Multivariate analysis identified a puncture target diameter of <5 mm (odds ratio, 3.719; 95% confidence interval, 1.415-9.776; p=0.008) and moderate ascites extending to the liver surface (odds ratio, 3.25; 95% confidence interval, 1.195-8.653; p=0.021) as independent risk factors for technical failure and procedure-related AEs, respectively. Endoscopists' procedural experience was not a risk factor for technical failure or procedure-related AEs. CONCLUSIONS: The feasibility and safety of EUS-BD were maintained during the induction phase at inexperienced centers. These will be helpful in better understanding the current status of EUS-BD.

2.
Surg Case Rep ; 10(1): 208, 2024 Sep 06.
Artículo en Inglés | MEDLINE | ID: mdl-39237696

RESUMEN

BACKGROUND: Preoperative vascular embolization is an effective strategy for managing meningiomas, neck paragangliomas, renal cell carcinomas, and bone metastasis by reducing the intraoperative bleeding volume and operation time. Although hypervascular tumors also occur in the pancreas, preoperative embolization for these tumors is not commonly practiced. We herein present a case of a giant serous cystic neoplasm (SCN) of the pancreas with significant arterial vascularity that was managed with preoperative interventional radiology and subsequently resected via pancreaticoduodenectomy. CASE PRESENTATION: A 60-year-old man presented with an 8-cm hypervascular tumor located at the head of the pancreas, identified as an SCN on pathologic examination. The tumor had increased by 13 mm over 5 years, necessitating surgical intervention. Computed tomography revealed a substantial blood supply to the tumor from the dorsal pancreatic artery and gastroduodenal artery, both branches of the superior mesenteric artery. To mitigate the risk of severe intraoperative bleeding from this giant hypervascular tumor, branches of the dorsal pancreatic artery and gastroduodenal artery were embolized using metallic coils and further secured using a gelatin sponge 1 day prior to pancreatectomy. During the laparotomy, the tumor appeared to have decreased in size, likely because of reduced distension and congestion. Despite significant adhesions to surrounding tissues secondary to prolonged compression and inflammation, the pancreaticoduodenectomy was completed successfully in 5 h and 15 min with blood loss of 763 mL. The patient was discharged on postoperative day 15 without complications. CONCLUSIONS: Preoperative arterial embolization for hypervascular pancreatic tumors might control the risk of massive intraoperative bleeding, contributing to a favorable postoperative outcome. Utilizing interventional radiology for preoperative inflow control is one of the beneficial strategies for pancreatectomy in patients with a giant SCN.

3.
Trials ; 25(1): 559, 2024 Aug 24.
Artículo en Inglés | MEDLINE | ID: mdl-39182137

RESUMEN

BACKGROUND: Endoscopic ultrasound (EUS)-guided transluminal drainage has become a first-line treatment modality for symptomatic pancreatic pseudocysts. Despite the increasing popularity of lumen-apposing metal stents (LAMSs), plastic stents may resolve non-necrotic fluid collections effectively with lower costs and no LAMS-specific adverse events. To date, there has been a paucity of data on the appropriate stent type in this setting. This trial aims to assess the non-inferiority of plastic stents to a LAMS for the initial EUS-guided drainage of pseudocysts. METHODS: The WONDER-02 trial is a multicentre, open-label, non-inferiority, randomised controlled trial, which will enrol pancreatic pseudocyst patients requiring EUS-guided treatment in 26 centres in Japan. This trial plans to enrol 80 patients who will be randomised at a 1:1 ratio to receive either plastic stents or a LAMS (40 patients per arm). In the plastic stent group, EUS-guided drainage will be performed using two 7-Fr double pigtail stents. In the LAMS group, the treatment will be performed in the same way except for LAMS use. The step-up treatment will be performed via endoscopic and/or percutaneous procedures at the trial investigator's discretion. The primary endpoint is clinical success, which is defined as a decrease in a pseudocyst size to ≤ 2 cm and an improvement in inflammatory indicators (i.e. body temperature, white blood cell count, and serum C-reactive protein). Secondary endpoints include technical success, adverse events including mortality, pseudocyst recurrence, and medical costs. DISCUSSION: The WONDER-02 trial will investigate the efficacy and safety of plastic stents compared to a LAMS in EUS-guided treatment of symptomatic pancreatic pseudocysts with a particular focus on the non-inferior efficacy of plastic stents. The findings will help establish a new treatment algorithm for this population. TRIAL REGISTRATION: ClinicalTrials.gov NCT06133023 registered on 9 November 2023. UMIN000052647 registered on 30 October 2023. jRCT1032230444 registered on 7 November 2023.


Asunto(s)
Drenaje , Endosonografía , Estudios Multicéntricos como Asunto , Seudoquiste Pancreático , Plásticos , Stents , Humanos , Seudoquiste Pancreático/terapia , Seudoquiste Pancreático/diagnóstico por imagen , Seudoquiste Pancreático/cirugía , Drenaje/instrumentación , Drenaje/métodos , Drenaje/efectos adversos , Endosonografía/métodos , Resultado del Tratamiento , Estudios de Equivalencia como Asunto , Metales , Japón , Ultrasonografía Intervencional , Masculino , Adulto
5.
J Hepatobiliary Pancreat Sci ; 31(9): 680-687, 2024 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-39022838

RESUMEN

BACKGROUND: One advantage of endoscopic ultrasound-guided hepaticogastrostomy (EUS-HGS) is that it is difficult for reflux cholangitis, caused by duodenal pressure increasing due to duodenal obstruction, to occur. In addition, since stent deployment is performed away from the malignant stricture site, longer stent patency than with endoscopic retrograde cholangiopancreatography (ERCP) may be obtained. However, no study has previously compared EUS-HGS and ERCP for patients without duodenal obstruction or surgically altered anatomy. The aim of the present study was to compare clinical outcomes between EUS-HGS and ERCP in normal anatomy patients without duodenal obstruction. METHOD: In the ERCP group, patients who initially underwent biliary drainage were included. In the EUS-HGS group, patients who underwent EUS-HGS due to failed biliary cannulation were included. Patients with an inaccessible papilla, such as with surgically altered anatomy or duodenal obstruction, were excluded. RESULTS: A total of 314 patients who underwent ERCP and EUS-HGS were enrolled in this study. Of the 314 patients, 289 underwent biliary stenting under ERCP guidance, and 25 patients underwent biliary stenting under EUS-HGS. After propensity score-matching analysis, the adverse event rate tended to be lower in the EUS-HGS group than in the ERCP group. Although overall survival was not significantly different between the EUS-HGS and ERCP groups (p = .228), stent patency was significantly longer in the EUS-HGS group (median 366.0 days) than in the ERCP group (median 76.5 days). CONCLUSIONS: EUS-HGS had a lower adverse event rate, shorter procedure time, and longer stent patency than ERCP in cases of normal anatomy without duodenal obstruction.


Asunto(s)
Neoplasias de los Conductos Biliares , Colangiopancreatografia Retrógrada Endoscópica , Colestasis , Endosonografía , Gastrostomía , Humanos , Masculino , Colangiopancreatografia Retrógrada Endoscópica/métodos , Femenino , Anciano , Colestasis/cirugía , Colestasis/etiología , Colestasis/diagnóstico por imagen , Endosonografía/métodos , Gastrostomía/métodos , Persona de Mediana Edad , Neoplasias de los Conductos Biliares/cirugía , Neoplasias de los Conductos Biliares/complicaciones , Neoplasias de los Conductos Biliares/diagnóstico por imagen , Estudios Retrospectivos , Stents , Ultrasonografía Intervencional , Resultado del Tratamiento , Ampolla Hepatopancreática/cirugía , Puntaje de Propensión
7.
Clin J Gastroenterol ; 17(4): 776-781, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38761340

RESUMEN

Pancreatic acinar cell carcinoma (PACC) is a very rare subtype of pancreatic cancer. Due to small number of patients, no standard chemotherapy protocol has been established. We experienced an extremely rare case of PACC with liver metastasis that showed a pathological complete response after modified FOLFIRINOX (mFFX) therapy. A 42-year-old man who underwent distal pancreatectomy for an 80 mm tumor at the pancreatic tail 3 years ago was referred to our hospital in September 2017 for the treatment of a recurrent liver tumor. Percutaneous biopsy revealed an acinar-neuroendocrine carcinoma, similar to the surgical specimen. He received eight cycles of irinotecan plus cisplatin chemotherapy. However, the tumor increased in size, and treatment was switched to mFFX therapy. The tumor in the liver shrank remarkably after nine cycles of mFFX therapy. Conversion surgery was selected, and the patient underwent hepatic left and caudate lobectomy 8 months after administration of mFFX. The resected specimen showed no viable tumor cells, indicating a pathological complete response. The histological diagnosis was reconsidered, and PACC was finally diagnosed via an additional immunohistological review. The patient has remained well with no recurrence for 6 years after surgery. This study is the first to report a case of pathological complete response with mFFX therapy for the recurrence of PACC.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica , Carcinoma de Células Acinares , Fluorouracilo , Irinotecán , Leucovorina , Neoplasias Hepáticas , Recurrencia Local de Neoplasia , Oxaliplatino , Neoplasias Pancreáticas , Humanos , Masculino , Neoplasias Pancreáticas/tratamiento farmacológico , Neoplasias Pancreáticas/patología , Neoplasias Pancreáticas/cirugía , Irinotecán/uso terapéutico , Adulto , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Oxaliplatino/uso terapéutico , Carcinoma de Células Acinares/tratamiento farmacológico , Carcinoma de Células Acinares/patología , Carcinoma de Células Acinares/cirugía , Fluorouracilo/uso terapéutico , Fluorouracilo/administración & dosificación , Leucovorina/uso terapéutico , Neoplasias Hepáticas/tratamiento farmacológico , Neoplasias Hepáticas/secundario , Neoplasias Hepáticas/patología , Neoplasias Hepáticas/cirugía , Recurrencia Local de Neoplasia/tratamiento farmacológico , Recurrencia Local de Neoplasia/patología
9.
J Gastroenterol ; 59(7): 629-640, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38684511

RESUMEN

BACKGROUND: Recently, two molecular subtypes of pancreatic ductal adenocarcinoma (PDAC) have been proposed: the "Classical" and "Basal-like" subtypes, with the former showing better clinical outcomes than the latter. However, the "molecular" classification has not been applied in real-world clinical practice. This study aimed to establish patient-derived organoids (PDOs) for PDAC and evaluate their application in subtype classification and clinical outcome prediction. METHODS: We utilized tumor samples acquired through endoscopic ultrasound-guided fine-needle biopsy and established a PDO library for subsequent use in morphological assessments, RNA-seq analyses, and in vitro drug response assays. We also conducted a prospective clinical study to evaluate whether analysis using PDOs can predict treatment response and prognosis. RESULTS: PDOs of PDAC were established at a high efficiency (> 70%) with at least 100,000 live cells. Morphologically, PDOs were classified as gland-like structures (GL type) and densely proliferating inside (DP type) less than 2 weeks after tissue sampling. RNA-seq analysis revealed that the "morphological" subtype (GL vs. DP) corresponded to the "molecular" subtype ("Classical" vs. "Basal-like"). The "morphological" classification predicted the clinical treatment response and prognosis; the median overall survival of patients with GL type was significantly longer than that with DP type (P < 0.005). The GL type showed a better response to gemcitabine than the DP type in vitro, whereas the drug response of the DP type was improved by the combination of ERK inhibitor and chloroquine. CONCLUSIONS: PDAC PDOs help in subtype determination and clinical outcome prediction, thereby facilitating the bench-to-bedside precision medicine for PDAC.


Asunto(s)
Carcinoma Ductal Pancreático , Organoides , Neoplasias Pancreáticas , Humanos , Carcinoma Ductal Pancreático/patología , Carcinoma Ductal Pancreático/genética , Carcinoma Ductal Pancreático/tratamiento farmacológico , Organoides/patología , Neoplasias Pancreáticas/patología , Neoplasias Pancreáticas/genética , Neoplasias Pancreáticas/tratamiento farmacológico , Masculino , Pronóstico , Femenino , Anciano , Persona de Mediana Edad , Estudios Prospectivos , Biopsia por Aspiración con Aguja Fina Guiada por Ultrasonido Endoscópico/métodos , Resultado del Tratamiento
10.
Jpn J Clin Oncol ; 54(6): 647-657, 2024 Jun 01.
Artículo en Inglés | MEDLINE | ID: mdl-38422348

RESUMEN

BACKGROUND: Streptozocin has been used to treat neuroendocrine tumors in Europe and the USA; however, its actual status in Japan has not been fully clarified owing to the rarity of this disease and the relatively recent approval of streptozocin in Japan. METHODS: We retrospectively analyzed 53 patients with gastroenteropancreatic neuroendocrine tumors who were treated with streptozocin-based chemotherapy at two Japanese hospitals between January 2004 and June 2023. RESULTS: The overall response and disease control rates were 27.7 and 74.5%, respectively, and the median progression-free survival and overall survival were 7.1 and 20.3 months, respectively. Performance status ≥1 showed a significant negative correlation with progression-free survival, and performance status ≥1 and liver tumor burden ≥25% showed a significant negative correlation with overall survival. No significant differences were observed in the treatment response between pancreatic and gastrointestinal neuroendocrine tumors. No treatment-related serious adverse events were observed; however, 87.7% of patients expressed a decrease in the estimated glomerular filtration rate, which negatively correlated with the duration of streptozocin treatment (r = 0.43, P = 0.0020). In the streptozocin re-administration group (n = 5), no differences were found in efficacy between the initial and second streptozocin treatments. CONCLUSIONS: Although streptozocin is a safe, streptozocin-induced renal dysfunction is a dilemma in streptozocin responders. Streptozocin may benefit patients with gastroenteropancreatic neuroendocrine tumors, especially those with a good performance status; however, in some cases, planned streptozocin withdrawal or switching to other drugs should be considered.


Asunto(s)
Neoplasias Intestinales , Tumores Neuroendocrinos , Neoplasias Pancreáticas , Neoplasias Gástricas , Humanos , Neoplasias Pancreáticas/tratamiento farmacológico , Neoplasias Pancreáticas/patología , Masculino , Tumores Neuroendocrinos/tratamiento farmacológico , Tumores Neuroendocrinos/patología , Femenino , Persona de Mediana Edad , Estudios Retrospectivos , Anciano , Neoplasias Gástricas/tratamiento farmacológico , Neoplasias Gástricas/patología , Adulto , Neoplasias Intestinales/tratamiento farmacológico , Neoplasias Intestinales/patología , Japón , Anciano de 80 o más Años , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Protocolos de Quimioterapia Combinada Antineoplásica/efectos adversos , Resultado del Tratamiento , Pueblos del Este de Asia
12.
Pancreatology ; 24(3): 335-342, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38336506

RESUMEN

BACKGROUND/OBJECTIVES: The association between autoimmune pancreatitis (AIP) and pancreatic cancer (PC) remains controversial. This study aimed to clarify the long-term prognosis and risk of malignancies in AIP patients in Japan. METHODS: We conducted a multicenter retrospective cohort study on 1364 patients with type 1 AIP from 20 institutions in Japan. We calculated the standardized incidence ratio (SIR) for malignancies compared to that in the general population. We analyzed factors associated with overall survival, pancreatic exocrine insufficiency, diabetes mellitus, and osteoporosis. RESULTS: The SIR for all malignancies was increased (1.21 [95 % confidence interval: 1.05-1.41]) in patients with AIP. Among all malignancies, the SIR was highest for PC (3.22 [1.99-5.13]) and increased within 2 years and after 5 years of AIP diagnosis. Steroid use for ≥6 months and ≥50 months increased the risk of subsequent development of diabetes mellitus and osteoporosis, respectively. Age ≥65 years at AIP diagnosis (hazard ratio [HR] = 3.73) and the development of malignancies (HR = 2.63), including PC (HR = 7.81), were associated with a poor prognosis, whereas maintenance steroid therapy was associated with a better prognosis (HR = 0.35) in the multivariate analysis. Maintenance steroid therapy was associated with a better prognosis even after propensity score matching for age and sex. CONCLUSIONS: Patients with AIP are at increased risk of developing malignancy, especially PC. PC is a critical prognostic factor for patients with AIP. Although maintenance steroid therapy negatively impacts diabetes mellitus and osteoporosis, it is associated with decreased cancer risk and improved overall survival.


Asunto(s)
Enfermedades Autoinmunes , Pancreatitis Autoinmune , Diabetes Mellitus , Osteoporosis , Neoplasias Pancreáticas , Humanos , Anciano , Pancreatitis Autoinmune/complicaciones , Japón , Estudios Retrospectivos , Enfermedades Autoinmunes/diagnóstico , Recurrencia Local de Neoplasia , Pronóstico , Esteroides , Neoplasias Pancreáticas/complicaciones , Osteoporosis/complicaciones
13.
Clin J Gastroenterol ; 17(2): 363-370, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38244178

RESUMEN

Pancreatic neuroendocrine tumors (PanNETs) are rare malignant tumors that occur in the pancreas. They are divided into functioning and non-functioning tumors based on the presence or absence of their specific hormonal hyper-expression symptoms. Adrenocorticotropic hormone (ACTH)-producing PanNETs are rare, functional tumors, and their clinical characteristics and outcomes have not been well reported.Here, we report the cases of two patients with PanNETs who presented with ectopic ACTH syndrome (EAS) during the course of their disease. Case 1 involved a non-functioning PanNET at the time of surgery. During treatment for recurrent liver metastases, the patient presented with EAS and tumor-associated hypercalcemia, probably due to ACTH and parathyroid hormone-related peptide (PTHrP) production from the liver tumor. Case 2 was a gastrinoma, and similar to Case 1, this patient presented with EAS during the treatment of recurrent liver metastases.It is not uncommon for patients with PanNETs to have multiple hormones and develop secondary hormone secretion during their disease course, although tumor phenotypes differ between primary and metastatic sites. In patients with functioning PanNETs, symptom control with anti-hormonal therapy is essential, in addition to anti-tumor therapy, especially for EAS, which is an endocrine emergency disease that requires prompt diagnosis and treatment.


Asunto(s)
Síndrome de ACTH Ectópico , Síndrome de Cushing , Neoplasias Hepáticas , Tumores Neuroendocrinos , Neoplasias Pancreáticas , Humanos , Síndrome de ACTH Ectópico/diagnóstico , Síndrome de ACTH Ectópico/etiología , Tumores Neuroendocrinos/complicaciones , Tumores Neuroendocrinos/patología , Síndrome de Cushing/diagnóstico , Síndrome de Cushing/patología , Hormona Adrenocorticotrópica/uso terapéutico , Neoplasias Hepáticas/complicaciones , Neoplasias Pancreáticas/diagnóstico
15.
Dig Endosc ; 2023 Oct 27.
Artículo en Inglés | MEDLINE | ID: mdl-37885412

RESUMEN

OBJECTIVES: For preoperative biliary drainage (PBD) of malignant hilar biliary obstruction (MHBO), current guidelines recommend endoscopic nasobiliary drainage (ENBD) due to the higher risk of cholangitis after endoscopic biliary stenting (EBS) during the waiting period before surgery. However, few studies have supported this finding. Therefore, we aimed to compare the outcomes of preoperative ENBD and EBS in patients with MHBO. METHODS: Patients with MHBO who underwent laparotomy for radical surgery after ENBD or EBS were included from retrospectively collected data from 13 centers (January 2014 to December 2018). We performed a 1:1 propensity score matching between the ENBD and EBS groups. These patients were compared for the following: cholangitis and all adverse events (AEs) after endoscopic biliary drainage (EBD) until surgery, time to cholangitis development after EBD, postsurgical AEs, and in-hospital death after surgery. RESULTS: Of the 414 patients identified, 355 were analyzed in this study (226 for ENBD and 129 for EBS). The matched cohort included 63 patients from each group. The proportion of cholangitis after EBD was similar between the two groups (20.6% vs. 25.4%, P = 0.67), and no significant difference was observed in the time to cholangitis development. The proportions of surgical site infections, bile leaks, and in-hospital mortality rates were similar between the groups. CONCLUSION: For PBD of MHBO, the proportion of AEs, including cholangitis, after EBD until surgery was similar when either ENBD or EBS was used.

18.
Jpn J Clin Oncol ; 53(8): 704-713, 2023 Jul 31.
Artículo en Inglés | MEDLINE | ID: mdl-37248668

RESUMEN

OBJECTIVE: JCOG1106, a randomized phase II trial conducted to compare chemoradiotherapy (S-1 concurrent radiotherapy) with (Arm B) or without (Arm A) induction chemotherapy using gemcitabine in patients with locally advanced pancreatic cancer, showed a more favorable long-term survival in Arm A. This study was aimed at exploring whether some subgroups classified by the systemic inflammatory response might derive greater benefit from either treatment. METHODS: All subjects eligible for JCOG1106 were included in this analysis (n = 51/49 in Arm A/B). This exploratory subgroup analysis was performed by Cox regression analysis to investigate the impact of the systemic inflammatory response, as assessed based on the serum C-reactive protein, serum albumin (albumin), Glasgow Prognostic Score and derived neutrophil-lymphocyte ratio, at the baseline on overall survival. P values <0.1 for the interaction were regarded as denoting significant association. RESULTS: Glasgow prognostic score showed significant treatment interactions for overall survival. Hazard ratios of Arm B to Arm A were 1.35 (95% confidence interval, 0.82-2.23) in the Glasgow Prognostic Score 0 (C-reactive protein ≤10 mg/L and albumin ≥35 g/L) (n = 44/34 in Arm A/B) and 0.59 (95% confidence interval, 0.24-1.50) in the Glasgow Prognostic Score 1/2 (C-reactive protein >10 mg/L and/or albumin <35 g/L) (n = 7/15) (P-interaction = 0.06). C-reactive protein alone and albumin alone also showed significant treatment interactions for overall survival. CONCLUSIONS: Survival benefits of induction chemotherapy in chemoradiotherapy for locally advanced pancreatic cancer were observed in patients with elevated Glasgow Prognostic Score, high C-reactive protein and low albumin. These results suggest that systemic inflammatory response might be considered to apply induction chemotherapy preceding chemoradiotherapy.


Asunto(s)
Proteína C-Reactiva , Neoplasias Pancreáticas , Humanos , Proteína C-Reactiva/metabolismo , Quimioterapia de Inducción , Quimioradioterapia/efectos adversos , Quimioradioterapia/métodos , Neoplasias Pancreáticas/tratamiento farmacológico , Síndrome de Respuesta Inflamatoria Sistémica/tratamiento farmacológico , Síndrome de Respuesta Inflamatoria Sistémica/etiología , Protocolos de Quimioterapia Combinada Antineoplásica/efectos adversos
20.
J Gastroenterol ; 58(6): 586-597, 2023 06.
Artículo en Inglés | MEDLINE | ID: mdl-37099152

RESUMEN

BACKGROUND: Pancreatic neuroendocrine neoplasms (PanNENs) are a heterogeneous group of tumors. Although the prognosis of resected PanNENs is generally considered to be good, a relatively high recurrence rate has been reported. Given the scarcity of large-scale reports about PanNEN recurrence due to their rarity, we aimed to identify the predictors for recurrence in patients with resected PanNENs to improve prognosis. METHODS: We established a multicenter database of 573 patients with PanNENs, who underwent resection between January 1987 and July 2020 at 22 Japanese centers, mainly in the Kyushu region. We evaluated the clinical characteristics of 371 patients with localized non-functioning pancreatic neuroendocrine tumors (G1/G2). We also constructed a machine learning-based prediction model to analyze the important features to determine recurrence. RESULTS: Fifty-two patients experienced recurrence (14.0%) during the follow-up period, with the median time of recurrence being 33.7 months. The random survival forest (RSF) model showed better predictive performance than the Cox proportional hazards regression model in terms of the Harrell's C-index (0.841 vs. 0.820). The Ki-67 index, residual tumor, WHO grade, tumor size, and lymph node metastasis were the top five predictors in the RSF model; tumor size above 20 mm was the watershed with increased recurrence probability, whereas the 5-year disease-free survival rate decreased linearly as the Ki-67 index increased. CONCLUSIONS: Our study revealed the characteristics of resected PanNENs in real-world clinical practice. Machine learning techniques can be powerful analytical tools that provide new insights into the relationship between the Ki-67 index or tumor size and recurrence.


Asunto(s)
Tumores Neuroendocrinos , Neoplasias Pancreáticas , Humanos , Tumores Neuroendocrinos/diagnóstico , Tumores Neuroendocrinos/cirugía , Antígeno Ki-67 , Estudios Retrospectivos , Pronóstico , Neoplasias Pancreáticas/diagnóstico , Neoplasias Pancreáticas/cirugía
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