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1.
Dig Endosc ; 36(2): 206-214, 2024 Feb.
Article in English | MEDLINE | ID: mdl-37186389

ABSTRACT

OBJECTIVES: Endoscopic ultrasound-guided fine-needle aspiration and fine-needle biopsy (EUS-FNA/FNB) is not fully established as a pathological sampling tool for gallbladder lesions due to limited evidence. We therefore aimed to clarify the effectiveness and safety of this procedure in a large-population cohort. METHODS: This study retrospectively evaluated the diagnostic yield of EUS-FNA/FNB for accurately differentiating between benign and malignant gallbladder lesions. Puncture targets included the gallbladder mass, lymph node, and liver mass. Adverse events and factors associated with diagnostic accuracy were analyzed as well. RESULTS: In 187 patients with gallbladder lesions undergoing EUS-FNA/FNB, 18 benign lesions and 169 malignant lesions were identified. Overall sampling adequacy was 98% (184/187). The diagnostic accuracy of EUS-FNA/FNB was 97% (182/187), sensitivity was 97% (164/169), and specificity was 100% (18/18). A single postprocedural complication (minor bleeding) was recorded in one patient. In the 169 cases of malignancy, 203 sites were punctured for pathological sampling of the primary mass (n = 94), lymph node (n = 79), and metastatic liver mass (n = 30). No significant difference was found for diagnostic accuracy among the puncture sites (P = 0.70). In cases having specimens obtained from the primary mass, the accuracy of those targeting liver invasion sites was significantly higher than that of other sites (98% vs. 83%, P < 0.01). CONCLUSION: EUS-FNA/FNB demonstrated clinical usefulness and safety for the pathological diagnosis of gallbladder lesions, with high diagnostic yield and a low incidence of adverse events. Targeting the site of liver infiltration may improve the diagnostic rate of EUS-FNA/FNB in the primary mass.


Subject(s)
Endoscopic Ultrasound-Guided Fine Needle Aspiration , Pancreatic Neoplasms , Humans , Endoscopic Ultrasound-Guided Fine Needle Aspiration/methods , Gallbladder/pathology , Retrospective Studies , Pancreatic Neoplasms/pathology
2.
Dig Endosc ; 2024 Mar 03.
Article in English | MEDLINE | ID: mdl-38433315

ABSTRACT

OBJECTIVES: This consensus was developed by the Asian EUS Group (AEG), who aimed to formulate a set of practice guidelines addressing various aspects of endoscopic ultrasound-guided tissue acquisition (EUS-TA). METHODS: The AEG initiated the development of consensus statements and formed an expert panel comprising surgeons, gastroenterologists, and pathologists. Three online consensus meetings were conducted to consolidate the statements and votes. The statements were presented and discussed in the first two consensus meetings and revised according to comments. Final voting was conducted at a third consensus meeting. The Grading of Recommendations, Assessment, Development, and Evaluation system was adopted to define the strength of the recommendations and quality of evidence. RESULTS: A total of 20 clinical questions and statements regarding EUS-TA were formulated. The committee recommended that fine-needle biopsy (FNB) needles be preferred over conventional fine-needle aspiration (FNA) needles for EUS-TA of subepithelial lesions. For solid pancreatic masses, rapid on-site evaluation is not routinely recommended when FNB needles are used. For dedicated FNB needles, fork-tip and Franseen-tip needles have essentially equivalent performance. CONCLUSION: This consensus provides guidance for EUS-TA, thereby enhancing the quality of EUS-TA.

3.
Endoscopy ; 55(2): 140-149, 2023 02.
Article in English | MEDLINE | ID: mdl-35688454

ABSTRACT

BACKGROUND : There are several types of pancreatic mass, so it is important to distinguish between them before treatment. Artificial intelligence (AI) is a mathematical technique that automates learning and recognition of data patterns. This study aimed to investigate the efficacy of our AI model using endoscopic ultrasonography (EUS) images of multiple types of pancreatic mass (pancreatic ductal adenocarcinoma [PDAC], pancreatic adenosquamous carcinoma [PASC], acinar cell carcinoma [ACC], metastatic pancreatic tumor [MPT], neuroendocrine carcinoma [NEC], neuroendocrine tumor [NET], solid pseudopapillary neoplasm [SPN], chronic pancreatitis, and autoimmune pancreatitis [AIP]). METHODS : Patients who underwent EUS were included in this retrospective study. The included patients were divided into training, validation, and test cohorts. Using these cohorts, an AI model that can distinguish pancreatic carcinomas from noncarcinomatous pancreatic lesions was developed using a deep-learning architecture and the diagnostic performance of the AI model was evaluated. RESULTS : 22 000 images were generated from 933 patients. The area under the curve, sensitivity, specificity, and accuracy (95 %CI) of the AI model for the diagnosis of pancreatic carcinomas in the test cohort were 0.90 (0.84-0.97), 0.94 (0.88-0.98), 0.82 (0.68-0.92), and 0.91 (0.85-0.95), respectively. The per-category sensitivities (95 %CI) of each disease were PDAC 0.96 (0.90-0.99), PASC 1.00 (0.05-1.00), ACC 1.00 (0.22-1.00), MPT 0.33 (0.01-0.91), NEC 1.00 (0.22-1.00), NET 0.93 (0.66-1.00), SPN 1.00 (0.22-1.00), chronic pancreatitis 0.78 (0.52-0.94), and AIP 0.73 (0.39-0.94). CONCLUSIONS : Our developed AI model can distinguish pancreatic carcinomas from noncarcinomatous pancreatic lesions, but external validation is needed.


Subject(s)
Carcinoma, Pancreatic Ductal , Deep Learning , Pancreatic Neoplasms , Pancreatitis, Chronic , Humans , Endosonography/methods , Diagnosis, Differential , Retrospective Studies , Artificial Intelligence , Pancreatic Neoplasms/pathology , Carcinoma, Pancreatic Ductal/diagnosis , Pancreatitis, Chronic/diagnostic imaging , Pancreatic Neoplasms
4.
Dig Endosc ; 35(3): 389-393, 2023 Mar.
Article in English | MEDLINE | ID: mdl-36170547

ABSTRACT

Tract dilation is one of the most difficult stages of endoscopic ultrasound-guided hepaticogastrostomy (EUS-HGS), especially for beginners. To overcome this problem, we applied a special dedicated dilator. Herein, we retrospectively evaluate the safety and usefulness of a novel drill dilator in EUS-HGS. This single-center retrospective study included 20 consecutive patients who underwent EUS-HGS with a novel drill dilator. The tip is 0.77 mm, and it becomes 7F at 3 cm from tip. The track is dilated to 7F by simple clockwise rotation. The technical success rate of both initial tract dilation and stent placement was 20/20 (100%). No cases required additional dilation such as balloon or electric cautery. In 13/20 cases (65.0%), EUS-HGS was performed by beginner endoscopists. Median time required for dilation was 62.5 s (range, 30-144 s). Median procedure time was 13 min (range, 7-25 min). Early adverse events were two cases of mild fever. There was no bile leakage or bleeding. The novel drill dilator appears to be safe and useful for EUS-HGS. As it is not necessary to press the device strongly, there is no pushback during dilation and the scope position is stable. These characteristics facilitate EUS-HGS even for beginners. This device may enable the further development and increased dissemination of EUS intervention.


Subject(s)
Biliary Tract Surgical Procedures , Cholestasis , Humans , Retrospective Studies , Drainage/methods , Liver , Biliary Tract Surgical Procedures/methods , Endosonography/methods , Ultrasonography, Interventional , Stents , Cholestasis/surgery
5.
Dig Endosc ; 33(2): 298-305, 2021 Jan.
Article in English | MEDLINE | ID: mdl-33098123

ABSTRACT

Endoscopic ultrasonography (EUS) is an essential diagnostic tool for various types of pancreatic diseases such as pancreatic tumors and chronic pancreatitis; however, EUS imaging has low specificity for the diagnosis of pancreatic diseases. Artificial intelligence (AI) is a mathematical prediction technique that automates learning and recognizes patterns in data. This review describes the details and principles of AI and deep learning algorithms. The term AI does not have any definite definition; almost all AI systems fall under narrow AI, which can handle single or limited tasks. Deep learning is based on neural networks, which is a machine learning technique that is widely used in the medical field. Deep learning involves three phases: data collection and annotation, building the deep learning architecture, and training and ability validation. For medical image diagnosis, image classification, object detection, and semantic segmentation are performed. In EUS, AI is used for detecting anatomical features, differential pancreatic tumors, and cysts. For this, conventional machine learning architectures are used, and deep learning architecture has been used in only two reports. Although the diagnostic abilities in these reports were about 85-95%, these were exploratory research and very few reports have included substantial evidence. AI is increasingly being used for medical image diagnosis due to its high performance and will soon become an essential technique for medical diagnosis.


Subject(s)
Artificial Intelligence , Endosonography , Algorithms , Humans , Machine Learning , Neural Networks, Computer
6.
Dig Endosc ; 32(6): 957-966, 2020 Sep.
Article in English | MEDLINE | ID: mdl-31883405

ABSTRACT

BACKGROUND AND AIMS: Although the technique of endoscopic ultrasound-guided choledochoduodenostomy (EUS-CDS) is becoming standardized, its safety issues have not been sufficiently investigated. Therefore, we aimed to identify factors associated with adverse events and stent patency in EUS-CDS. METHODS: Consecutive patients who underwent EUS-CDS between September 2003 and July 2017 were included. Technical/clinical success, adverse events and stent dysfunctions were analyzed retrospectively. RESULTS: A total of 151 patients underwent EUS-CDS. In nine patients, procedures were discontinued before puncture. Technical and clinical success rates were 96.5% (137/142) and 98.5% (135/137), respectively. The adverse event rate was 20.4% (29/142). As a risk factor for peritonitis, plastic stents (PS) showed a significantly high odds ratio (OR) compared with covered self-expandable metal stents (CSEMS; OR, 4.31; P = 0.030). CSEMS cases showed a significantly longer patency period than PS cases (329 vs 89 days; HR, 0.35; P < 0.001). As a risk factor for early stent dysfunction (within 14 days), stent direction to the oral side showed a significantly high OR (OR, 43.47; P < 0.001). In cases with oblique-viewing EUS, double penetration of the duodenum occurred at significantly higher frequency than in cases with forward-viewing EUS (7.0 vs 0.0%; P = 0.024). CONCLUSIONS: Plastic stents and stent direction to the oral side were risk factors for peritonitis and early stent dysfunction, respectively. Using covered self-expandable metal stents and changing stent direction to the anal side seemed appropriate to prevent peritonitis and early stent dysfunction.


Subject(s)
Choledochostomy , Cholestasis , Endosonography , Stents , Choledochostomy/adverse effects , Cholestasis/surgery , Drainage , Factor Analysis, Statistical , Humans , Retrospective Studies , Risk Factors , Stents/adverse effects , Ultrasonography, Interventional
7.
Dig Endosc ; 32(3): 399-408, 2020 Mar.
Article in English | MEDLINE | ID: mdl-31361926

ABSTRACT

BACKGROUND AND AIM: In chronic pancreatitis (CP) patients, diagnosis of small pancreatic lesions by endoscopic ultrasound-guided fine-needle aspiration (EUS-FNA) is challenging. Thus, the aim of the present study was to investigate whether CP influences the diagnostic ability of EUS-FNA for pancreatic lesions ≤10 mm. METHODS: One hundred and seventeen patients who underwent EUS-FNA for pancreatic lesions ≤10 mm in size were enrolled. Patients were classified into two groups based on features of CP observed by EUS (EUS-CP features) in accordance with the Rosemont classification. The CP group was defined as cases consistent with CP or suggestive of CP, and the non-CP group was defined as cases indeterminate for CP or normal. Factors influencing the diagnostic accuracy of EUS-FNA and CP status in pancreatic tumors were also investigated. RESULTS: Diagnostic ability of EUS-FNA (overall cases, non-CP vs CP) had sensitivity (80.4%, 96.7% vs 57.1%; P < 0.001), specificity (100%, 100% vs 100%; P > 0.05), and accuracy (91.5%, 98.6% vs 80.4%; P = 0.001). In multivariate analysis of factors influencing the accuracy of EUS-FNA, CP significantly lowered the accuracy (P = 0.048; odds ratio [OR] = 9.21). Among pancreatic cancer patients, the number of CP patients was significantly higher than the number of patients with benign lesions (P = 0.023). In multivariate analysis, lobularity without honeycombing was more frequently observed in cases of pancreatic cancer (P = 0.018; OR, 12.65). CONCLUSION: Endoscopic ultrasound-guided FNA offers high accuracy for small pancreatic lesions ≤10 mm. However, in cases with CP, the diagnostic ability of EUS-FNA is significantly reduced.


Subject(s)
Endoscopic Ultrasound-Guided Fine Needle Aspiration , Endosonography , Pancreatic Neoplasms/complications , Pancreatic Neoplasms/diagnosis , Pancreatitis, Chronic/diagnosis , Adult , Aged , Aged, 80 and over , Cohort Studies , Female , Humans , Male , Middle Aged , Pancreatitis, Chronic/complications , Predictive Value of Tests , Reproducibility of Results
10.
Dig Endosc ; 31(6): 672-681, 2019 Nov.
Article in English | MEDLINE | ID: mdl-30920028

ABSTRACT

BACKGROUND AND AIM: Septal thickness (ST) can predict a malignant branch-duct (BD) and mixed-type intraductal papillary mucinous neoplasm (IPMN) of the pancreas, but its cut-off value has not been established. The aim of the present study was to determine the optimal ST cut-off value to predict malignancy using endoscopic ultrasound (EUS). METHODS: We retrospectively identified 200 patients with IPMN, including 132 with BD- and mixed-IPMN, who underwent surgical resection between 1989 and 2017. ST was defined as the septum or lesion wall with the maximum diameter in BD- and mixed-IPMN. The possibility of ST as a malignant predictor was examined, as well as the diagnostic ability of ST combined with mural nodule (MN) height for malignant IPMN. RESULTS: Among the 132 IPMN patients, pathological diagnosis was benign in 81 (61.4%) and malignant in 51 (38.6%). Area under the curve for the diagnosis of malignancy using ST was 0.74 for pathological specimens, 0.70 for EUS and 0.56 for computed tomography. Multivariate analysis showed that the odds ratios for ST ≥2.5 mm and MN height ≥5 mm were 3.51 [95% confidence interval (CI), 1.55-7.97, P = 0.003] and 3.36 (95% CI, 1.52-7.45, P = 0.003), respectively. CONCLUSIONS: Septal thickness was an independent predictive factor similar to MN height for malignant IPMN in a multivariate analysis. The ST on EUS appeared to be the thickness of a fibrotic septum associated with the malignant transformation of IPMN. An ST cut-off value of 2.5 mm might provide an accurate prediction of malignant IPMN.


Subject(s)
Carcinoma, Pancreatic Ductal/diagnosis , Endosonography/methods , Neoplasm Staging/methods , Pancreas/diagnostic imaging , Pancreatic Neoplasms/diagnosis , Adult , Aged , Aged, 80 and over , Female , Follow-Up Studies , Humans , Middle Aged , Predictive Value of Tests , Retrospective Studies , Tomography, X-Ray Computed
13.
J Gastroenterol Hepatol ; 33(7): 1413-1421, 2018 Jul.
Article in English | MEDLINE | ID: mdl-29424011

ABSTRACT

BACKGROUND AND AIM: Endoscopic ultrasound-guided hepaticogastrostomy (EUS-HGS) is performed as an alternative to the percutaneous or surgical approach. Despite high success rates, the adverse events rate is high. Recently, we used 6-mm fully covered self-expandable metal stents to prevent adverse events and allow easy re-intervention. The purposes were to evaluate the safety, feasibility, and clinical efficacy. METHODS: A prospective study to confirm the safety of EUS-HGS was carried out in six patients, followed by a trial to evaluate the feasibility and efficacy of EUS-HGS in approximately 12 additional patients. We permitted a total of 18 to 20 patients in consideration of possibility such as the deviation after providing informed consent. RESULTS: Twenty patients underwent EUS-HGS. No treatment-related adverse events described in the safety assessment criteria were seen. The technical and clinical success rates were 100% and 95%. The adverse event rate was 15%. Focal cholangitis was seen in two patients and fever in one patient. All cases were treated conservatively. Stent dysfunction was seen in 10 patients. The causes of stent dysfunction were biliary sludge (n = 6) and stent dislocation (n = 4). In nine cases, a new stent was easily inserted. Percutaneous drainage was selected in only one patient because of worsening general condition. CONCLUSIONS: The 6-mm fully covered self-expandable metal stent is safe and effective, especially for avoiding serious adverse events and allowing easy re-intervention. (UMIN000006785).


Subject(s)
Bile Ducts/surgery , Cholangiopancreatography, Endoscopic Retrograde , Cholestasis/surgery , Drainage/methods , Endosonography/methods , Gastrostomy/methods , Metals , Stents , Surgery, Computer-Assisted/methods , Adult , Aged , Aged, 80 and over , Bile Duct Neoplasms/complications , Cholestasis/etiology , Drainage/adverse effects , Endosonography/adverse effects , Feasibility Studies , Female , Gastrostomy/adverse effects , Humans , Male , Middle Aged , Prospective Studies , Safety , Surgery, Computer-Assisted/adverse effects
18.
Endoscopy ; 49(1): 75-79, 2017 Jan.
Article in English | MEDLINE | ID: mdl-27997964

ABSTRACT

Background and study aims Anastomotic stricture is a late complication after biliary reconstructive surgery, but standard treatments are currently lacking. We selected patients who had undergone pancreaticoduodenectomy and Child's procedure, and aimed to evaluate the safety and efficacy of temporary placement of fully covered self-expandable metal stents (FCSEMSs) to treat postoperative anastomotic stricture. Patients and methods This study retrospectively analyzed 13 patients who underwent treatment with FCSEMSs for anastomotic stricture between June 2011 and March 2016. We evaluated technical and clinical success, complications, duration of patency after FCSEMS removal, and re-stenosis. Results All of the anastomotic strictures were improved by FCSEMS placement and luminal patency was maintained throughout the follow-up period, with no complications. After 2 months, the FCSEMSs were removed endoscopically in nine patients, and in four patients the stent had been expelled spontaneously per rectum. Median duration of follow-up was 225 days (range 30 - 935 days). No re-stenosis occurred in any of the 13 cases following stent removal. Conclusion Deployment of FCSEMSs for anastomotic stricture offers a safe and promising treatment that may replace percutaneous transhepatic biliary drainage and deployment of multiple plastic stents as the first-line treatment.


Subject(s)
Bile Ducts/pathology , Bile Ducts/surgery , Cholestasis/therapy , Self Expandable Metallic Stents , Adult , Aged , Anastomosis, Surgical/adverse effects , Cholestasis/etiology , Constriction, Pathologic/etiology , Constriction, Pathologic/therapy , Female , Humans , Male , Middle Aged , Pancreaticoduodenectomy/adverse effects , Recurrence , Retrospective Studies , Self Expandable Metallic Stents/adverse effects
19.
Nagoya J Med Sci ; 79(4): 453-458, 2017 11.
Article in English | MEDLINE | ID: mdl-29238101

ABSTRACT

Endoscopic placement of the plastic stent has been adopted as an initial treatment for chronic pancreatitis with pancreatic duct stricture. Stent fracture while attempting removal is one of the complications of stent exchange. The use of the unilateral-flange stent in these patients has never been reported. We investigated the outcomes associated with the use of this stent with regard to stent exchange and stent-related adverse events. From 2011 to 2015, 9 patients with chronic pancreatitis and main pancreatic duct (MPD) stricture treated with the unilateral-flange stent were included. Eleven endoscopic treatment sessions, 53 endoscopic stent deployments or exchange procedures were analyzed. Technical success rate was 100%. Forty-eight stents were exchanged on a regular basis in 1 to 6-month intervals. Another 5 stent exchange procedures were urgently performed due to stent obstruction and caused pancreatitis (n=2), symptomatic external stent migration (n=2), and concurrent cholangitis (n=1). The rate of symptomatic migration was 3.7%. The mean duration for stent exchange was 29 minutes and no stent fracture occurred during the procedure. Of 11 endoscopic treatment sessions, 7 were successful, 3 were changed to the metallic stents, and 1 was lost to follow-up. According to this study, unilateral-flange stent placement for benign MPD stricture is technically feasible and effective. Stent removal during the exchange period is unchallenging and without stent fracture.


Subject(s)
Cholangiopancreatography, Endoscopic Retrograde/methods , Pancreatitis, Chronic/diagnostic imaging , Stents , Adult , Aged , Female , Humans , Male , Middle Aged , Pancreatic Ducts/diagnostic imaging , Retrospective Studies
20.
Nagoya J Med Sci ; 79(2): 251-257, 2017 02.
Article in English | MEDLINE | ID: mdl-28626260

ABSTRACT

API2-MALT1 translocation-positive gastric marginal zone lymphomas of mucosa-associated lymphoid tissue (MALT) lymphoma is thought to transform to diffuse large B-cell lymphoma (DLBCL) rarely. A 69-year-old man presented with epigastralgia. Esophagogastroduodenoscopy showed multiple ulcerations in the stomach. Endoscopic biopsies revealed MALT lymphoma, with Helicobacter pylori infection. The patient underwent eradication therapy with no improvement, and was thereafter followed without additional therapy at his request. Twelve years after initial diagnosis, follow-up computed tomography (CT) showed multiple nodules in bilateral lungs, and a needle biopsy revealed MALT lymphoma, the same as in the stomach and API2-MALT1 translocation was found. Because he again refused additional therapy, follow-up was continued. 15 years after initial diagnosis, CT showed lymphadenopathy at the splenic hilum. At first we suspected disease progression of gastric MALT lymphoma, however a needle biopsy revealed DLBCL without API2-MALT1. Thus, the tumor at the splenic hilum was finally diagnosed as a de novo DLBCL as a second malignancy. Although treatment with rituximab given his age and his wishes was attempted, he died of DLBCL 15 years after the initial diagnosis. We experienced an API2-MALT1-positive gastric MALT lymphoma with concomitant DLBCL, not transformed to DLBCL over a 15-year clinical course.


Subject(s)
Lymphoma, Large B-Cell, Diffuse/diagnosis , Lymphoma, Large B-Cell, Diffuse/metabolism , Oncogene Proteins, Fusion/metabolism , Stomach Neoplasms/diagnosis , Stomach Neoplasms/metabolism , Aged , Humans , Lymphoma, B-Cell, Marginal Zone/diagnosis , Lymphoma, B-Cell, Marginal Zone/diagnostic imaging , Lymphoma, B-Cell, Marginal Zone/metabolism , Lymphoma, Large B-Cell, Diffuse/diagnostic imaging , Lymphoma, Non-Hodgkin/diagnosis , Lymphoma, Non-Hodgkin/diagnostic imaging , Lymphoma, Non-Hodgkin/metabolism , Male , Stomach Neoplasms/diagnostic imaging
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