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Applications of Artificial Intelligence to Eosinophilic Esophagitis 人工智能在嗜酸性食管炎中的应用
IF 2.9 Q3 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2022-07-08 DOI: 10.3390/gastroent13030022
E. Smith, J. Shah
Eosinophilic Esophagitis (EoE) is a chronic immune-related inflammation, and challenges to its diagnosis and treatment evaluation persist. This literature review evaluates all AI applications to EOE, including 15 studies using AI algorithms for counting eosinophils in biopsies, as well as newer diagnostics using mRNA transcripts in biopsies, endoscopic photos, blood and urine biomarkers, and an improved scoring system for disease classification. We also discuss the clinical impact of these models, challenges faced in applying AI to EoE, and future applications. In conclusion, AI has the potential to improve diagnostics and clinical evaluation in EoE, improving patient outcomes.
嗜酸性粒细胞性食管炎(EoE)是一种慢性免疫相关炎症,其诊断和治疗评价一直存在挑战。本文献综述评估了人工智能在EOE中的所有应用,包括15项使用人工智能算法计算活组织检查中嗜酸性粒细胞的研究,以及使用活组织检查中mRNA转录物、内窥镜照片、血液和尿液生物标志物的新诊断,以及一种改进的疾病分类评分系统。我们还讨论了这些模型的临床影响、将人工智能应用于EoE所面临的挑战以及未来的应用。总之,人工智能有可能改善EoE的诊断和临床评估,改善患者的预后。
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引用次数: 1
The Role of Cholangioscopy and EUS in the Evaluation of Indeterminate Biliary Strictures 胆道镜和超声心动图在评估不确定性胆道狭窄中的作用
IF 2.9 Q3 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2022-06-14 DOI: 10.3390/gastroent13020020
W. Siu, Raymond S. Y. Tang
Bile duct stenosis continues to present a diagnostic dilemma for clinicians. It is important to establish the benign or malignant nature of the stricture early in order to avoid any unnecessary delay in medical treatment or surgery. Tissue acquisition for histological diagnosis is particularly crucial when the initial diagnostic work up is inconclusive. The diagnostic yield from the conventional endoscopic retrograde cholangiopancreatography (ERCP) with brushing and biopsy is suboptimal. Patients with indeterminate biliary strictures (IDBSs) often require a multi-disciplinary diagnostic approach and additional endoscopic evaluation, including cholangioscopy and endoscopic ultrasound, before a final diagnosis can be reached. In this article, we discuss the recent endoscopic advancements in the diagnosis of biliary stricture with a focus on the roles of cholangioscopy and endoscopic ultrasound (EUS).
胆管狭窄仍然是临床医生诊断的难题。尽早确定狭窄的良性或恶性性质是很重要的,以避免在医疗或手术中出现任何不必要的延误。当最初的诊断工作没有结论时,组织学诊断的组织采集尤其重要。传统的内镜逆行胰胆管造影(ERCP)加刷涂和活检的诊断效果并不理想。患有不确定胆道狭窄(IDBs)的患者通常需要多学科的诊断方法和额外的内窥镜评估,包括胆道镜检查和内窥镜超声检查,才能做出最终诊断。在这篇文章中,我们讨论了内镜在诊断胆管狭窄方面的最新进展,重点是胆道镜和内镜超声(EUS)的作用。
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引用次数: 3
Gastrointestinal Ischemia—Stumbling Stone in COVID-19 Patients 胃肠道缺血- COVID-19患者的绊脚石
IF 2.9 Q3 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2022-06-14 DOI: 10.3390/gastroent13020021
Monika Peshevska-Sekulovska, I. Boeva, M. Sekulovski, M. Zashev, M. Peruhova
The emergence of the novel SARS-CoV2 virus, proclaimed by the World Health Organization (WHO) as a culpable agent for the pandemic situation, caught the scientific and medical communities off guard. One of the most common complications following pulmonary disease is represented by gastrointestinal (GI) disorders, especially ischemic damage. Inflammation, vasculopathy, immobility, endothelial dysfunction, and a hypercoagulable condition have all been proposed as pathophysiological factors for GI ischemia in these patients. Owing to the COVID-19 effect on a variety of GI conditions, especially ischemic changes, and the high mortality rate, physicians should always keep in mind this complication. They should take a deeper look at clinical and imaging modalities in this cohort of patients so that a proper and time-saving treatment strategy can be applied. Our study aimed to elucidate the thrombogenic mechanism in different GI disorders. Moreover, we analyzed the factors related to necrotic GI changes, by summarizing the already reported data of GI ischemia in COVID-19. To the best of our knowledge, this review is the first to incorporate all GI ischemia cases reported in the literature so far.
世界卫生组织(世界卫生组织)宣布新型SARS-CoV2病毒是造成疫情的罪魁祸首,这种病毒的出现让科学界和医学界措手不及。肺部疾病后最常见的并发症之一是胃肠道(GI)疾病,尤其是缺血性损伤。炎症、血管病变、不动、内皮功能障碍和高凝状态都被认为是这些患者胃肠道缺血的病理生理因素。由于新冠肺炎对各种胃肠道疾病的影响,特别是缺血性变化和高死亡率,医生应始终牢记这一并发症。他们应该更深入地研究这群患者的临床和影像学模式,以便应用适当且省时的治疗策略。我们的研究旨在阐明不同胃肠道疾病的血栓形成机制。此外,我们通过总结已经报道的新冠肺炎胃肠道缺血数据,分析了与坏死性胃肠道变化相关的因素。据我们所知,这篇综述是迄今为止首次纳入文献中报道的所有胃肠道缺血病例。
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引用次数: 4
Correlation between the Lymphocyte-To-Monocyte Ratio (LMR) and Child–Pugh and MELD/MELDNa Scores in Vietnamese Patients with Liver Cirrhosis 越南肝硬化患者淋巴细胞与单核细胞比值(LMR)与Child-Pugh和MELD/MELDNa评分的相关性
IF 2.9 Q3 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2022-05-31 DOI: 10.3390/gastroent13020019
D. Nguyen, Nhân Hữu Kha, N. Thai, Trang Diem Kha, P. K. Bo, Khoa Tran Dang Dang, H. Y. Tran, Thang Nguyen
Objectives: This study aims to determine cirrhotic patients’ clinical and laboratory characteristics, thereby examining the correlation between lymphocyte-to-monocyte ratio and Child–Pugh and MELD/MELDNa scores. Methods: A cross-sectional study with an analysis of 153 patients admitted to the Department of Gastroenterology–Clinical Hematology at Can Tho Central General Hospital. Data were collected via patient interviews and medical records. Results: The included patients were more likely to be male (66.7%) and were ≥60 years old (51.6%). Excessive alcohol consumption and hepatitis B were the dominant causes of cirrhosis (35.3% and 34.0%). The clinical and laboratory characteristics were similar to previous studies in cirrhotic patients. The mean Child score was 9.3 ± 2.1, including 9.8% of patients with Child A, 44.4% for Child B, and 45.8% for Child C. The mean MELD and MELDNa scores were 16.9 ± 7.1 and 19.4 ± 8.1, respectively. The mean lymphocyte-to-monocyte ratio (LMR) is 2.0 ± 2.2 (from 0.09 to 25.3), being negatively correlated with the other scores (Pearson correlation coefficients were −0.238; −0.211 and −0.245, respectively, all p-values < 0.01). Patients with LMR below 3.31 were more likely to be classified as Child–Pugh B and C. Conclusion: The correlation between LMR with Child–Pugh, MELD, and MELDNa scores was weak and negative.
目的:本研究旨在确定肝硬化患者的临床和实验室特征,从而研究淋巴细胞/单核细胞比例与Child-Pugh和MELD/MELDNa评分的相关性。方法:对芹苴中心医院消化内科-临床血液科收治的153例患者进行横断面研究分析。通过病人访谈和医疗记录收集数据。结果:纳入的患者以男性居多(66.7%),年龄≥60岁占51.6%。过度饮酒和乙型肝炎是肝硬化的主要原因(35.3%和34.0%)。临床和实验室特征与以往肝硬化患者的研究相似。Child平均得分为9.3±2.1分,其中Child A为9.8%,Child B为44.4%,Child c为45.8%。MELD和MELDNa平均得分分别为16.9±7.1分和19.4±8.1分。平均淋巴细胞/单核细胞比值(LMR)为2.0±2.2(从0.09到25.3),与其他评分呈负相关(Pearson相关系数为- 0.238;- 0.211和- 0.245,p值均< 0.01)。LMR低于3.31的患者更容易被划分为Child-Pugh B级和c级。结论:LMR与Child-Pugh、MELD、MELDNa评分的相关性较弱,呈负相关。
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引用次数: 0
Hydrocolonic Sonography: Description of the Technique and Its Application in a Case of Intracolonic Lipoma: Report about a Case 液体结肠超声:技术描述及其在结肠内脂肪瘤中的应用:1例报告
IF 2.9 Q3 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2022-05-11 DOI: 10.3390/gastroent13020018
Diego Martínez García, Maria Teresa Belmonte Alcaráz, Guilda Morell González, Javier Emilio Brugal Molina, C. Rosique, Francisco Jose Menarguez Pina, M. A. Rodenas
Intracolonic lipomas are benign lesions but can cause serious complications, especially when they are large. Regarding a 3 cm intracecal lipoma, we describe an ultrasound modality called a hydrocolonic ultrasound and how this technique can be used in the long-term follow-up of these lesions.
结肠内脂肪瘤是良性病变,但可引起严重的并发症,特别是当它们很大时。关于一个3厘米的鞘内脂肪瘤,我们描述了一种称为结肠水超声的超声方式,以及这种技术如何在这些病变的长期随访中使用。
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引用次数: 0
High-Quality Colonoscopy: A Review of Quality Indicators and Best Practices 高质量结肠镜检查:质量指标和最佳实践综述
IF 2.9 Q3 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2022-05-01 DOI: 10.3390/gastroent13020017
Mason Soeder, Alla Turshudzhyan, Lisa Rosenberg, Micheal Tadros
Colorectal cancer (CRC) continues to be the third leading cause of cancer-related deaths in the US. Colonoscopy remains the best preventative tool against the development of CRC. As a result, high-quality colonoscopy is becoming increasingly important. Specifically, recent guidelines have highlighted pre-procedural, peri-procedural, and post-procedural practices, which promise to improve patient outcomes and reduce the mortality and interval cancer rates in patients undergoing colonoscopies. Despite the guidelines and advances in modern endoscopy, the procedure remains provider-dependent, which results in differences in outcomes. As a result, incorporating high-quality colonoscopy approaches early in training is key to improving patient outcomes. Additionally, ensuring that high-quality colonoscopy is practiced widely by endoscopists can lead to the most cost-effective care.
结直肠癌(CRC)仍然是美国癌症相关死亡的第三大原因。结肠镜检查仍然是预防结直肠癌发展的最佳工具。因此,高质量的结肠镜检查变得越来越重要。具体来说,最近的指南强调了手术前、手术中和手术后的实践,这些实践有望改善患者的预后,降低接受结肠镜检查的患者的死亡率和间隔期癌症发病率。尽管现代内窥镜检查有了指导方针和进步,但该程序仍然取决于提供者,这导致了结果的差异。因此,在培训早期采用高质量的结肠镜检查方法是改善患者预后的关键。此外,确保高质量的结肠镜检查在内窥镜医师中广泛实施,可以带来最具成本效益的护理。
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引用次数: 3
The Role of Interferon Regulatory Factors in Non-Alcoholic Fatty Liver Disease and Non-Alcoholic Steatohepatitis 干扰素调节因子在非酒精性脂肪肝和非酒精性脂性肝炎中的作用
IF 2.9 Q3 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2022-04-26 DOI: 10.3390/gastroent13020016
Chunye Zhang, Shuai Liu, Ming Yang
Non-alcoholic fatty liver disease (NAFLD) is becoming the most common chronic liver disease with many metabolic comorbidities, such as obesity, diabetes, and cardiovascular diseases. Non-alcoholic steatohepatitis (NASH), an advanced form of NAFLD, accompanies the progression of hepatic steatosis, inflammation, cell death, and varying degree of liver fibrosis. Interferons (IFNs) have been shown to play important roles in the pathogenesis of NAFLD and NASH. Their regulating transcriptional factors such as interferon regulatory factors (IRFs) can regulate IFN expression, as well as genes involved in macrophage polarization, which are implicated in the pathogenesis of NAFLD and advanced liver disease. In this review, the roles of IRF-involved signaling pathways in hepatic inflammation, insulin resistance, and immune cell activation are reviewed. IRFs such as IRF1 and IRF4 are also involved in the polarization of macrophages that contribute to critical roles in NAFLD or NASH pathogenesis. In addition, IRFs have been shown to be regulated by treatments including microRNAs, PPAR modulators, anti-inflammatory agents, and TLR agonists or antagonists. Modulating IRF-mediated factors through these treatments in chronic liver disease can ameliorate the progression of NAFLD to NASH. Furthermore, adenoviruses and CRISPR activation plasmids can also be applied to regulate IRF-mediated effects in chronic liver disease. Pre-clinical and clinical trials for evaluating IRF regulators in NAFLD treatment are essential in the future direction.
非酒精性脂肪肝(NAFLD)正成为最常见的慢性肝病,并伴有许多代谢合并症,如肥胖、糖尿病和心血管疾病。非酒精性脂肪性肝炎(NASH)是NAFLD的一种晚期形式,伴随着肝脂肪变性、炎症、细胞死亡和不同程度的肝纤维化的进展。干扰素(IFN)已被证明在NAFLD和NASH的发病机制中发挥重要作用。它们的调节转录因子,如干扰素调节因子(IRFs),可以调节IFN的表达,以及参与巨噬细胞极化的基因,这些基因与NAFLD和晚期肝病的发病机制有关。本文综述了IRF相关信号通路在肝脏炎症、胰岛素抵抗和免疫细胞激活中的作用。IRF如IRF1和IRF4也参与巨噬细胞的极化,这在NAFLD或NASH发病机制中起着关键作用。此外,IRF已被证明受到包括微小RNA、PPAR调节剂、抗炎剂和TLR激动剂或拮抗剂在内的治疗的调节。在慢性肝病中通过这些治疗调节IRF介导的因子可以改善NAFLD向NASH的进展。此外,腺病毒和CRISPR激活质粒也可用于调节慢性肝病中IRF介导的作用。评估IRF调节因子在NAFLD治疗中的临床前和临床试验对未来的方向至关重要。
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引用次数: 6
Value of Acute Kidney Injury in Predicting Mortality in Vietnamese Patients with Decompensated Cirrhosis 越南失代偿期肝硬化患者急性肾损伤预测死亡率的价值
IF 2.9 Q3 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2022-03-22 DOI: 10.3390/gastroent13020015
N. Nguyen, T. H. N. Mai, Nghia H. Vo, C. T. Vo, N. Ngo, M. Vi, Thang Nguyen
Background: Acute kidney injury remains a common complication with a poor prognosis, and is a significant predictor of mortality in cirrhosis patients. We aimed to determine the percentage of acute kidney injury in decompensated cirrhosis patients and evaluate the treatment results of acute kidney injury as well as several factors related to the mortality of decompensated cirrhosis patients. Methods: A prospective study was conducted on decompensated cirrhosis patients in Can Tho City, Vietnam, from 2019 to 2020. Decompensated cirrhosis patients were found to have acute kidney injury on admission by a blood creatinine test. They were treated according to ICA 2015 standards, after which they were monitored and evaluated for treatment outcomes during hospitalization. Results: Of 250 decompensated cirrhosis patients, 64 (25.6%) had acute kidney injury and 37.5% died. Several factors were associated with mortality in decompensated cirrhosis patients, such as Child–Pugh C (p = 0.02; OR = 3, 95% CI 1.5–6.3), acute kidney injury (p < 0.0001; OR = 9.5, 95% CI 4.3–21.1), hyponatremia (p = 0.01; OR = 2.5, 95% CI 1.2–5.1), elevated total bilirubin > 51 µmol/L (p = 0.03; OR = 2.2, 95% CI 1.1–4.6), and prothrombin < 70% (p = 0.03; OR = 6.8, 95% CI 1–51.6). Hypoalbuminemia was unrelated to mortality in these patients (p = 0.8; OR = 1.2, 95% CI 0.5–2.7), but gastrointestinal bleeding significantly increased mortality in these patients up to 2.3 times (p = 0.03; OR = 2.3, 95% CI 1.1–4.9). Three independent factors regarding mortality in decompensated cirrhosis patients included acute kidney injury, hepatic encephalopathy, and gastrointestinal bleeding. The rate of acute kidney injury in patients with decompensated cirrhosis was 25.6%; the mortality rate was 37.5%. Conclusions: Acute kidney injury was a valuable predictor of mortality in Vietnamese patients with decompensated cirrhosis.
背景:急性肾损伤仍然是一种预后不良的常见并发症,是肝硬化患者死亡率的重要预测因素。我们旨在确定失代偿期肝硬化患者急性肾损伤的百分比,并评估急性肾损伤治疗结果以及与失代偿期肝炎患者死亡率相关的几个因素。方法:对2019年至2020年越南灿同市失代偿期肝硬化患者进行前瞻性研究。通过血肌酐检测发现失代偿期肝硬化患者入院时有急性肾损伤。他们根据ICA 2015标准接受治疗,之后在住院期间对他们的治疗结果进行监测和评估。结果:在250例失代偿期肝硬化患者中,64例(25.6%)发生急性肾损伤,37.5%死亡。有几个因素与失代偿期肝硬化患者的死亡率有关,如Child-Pugh C(p=0.02;OR=3,95%CI 1.5-6.3)、急性肾损伤(p<0.0001;OR=9.5,95%CI 4.3-21.1)、低钠血症(p=0.01;OR=2.5,95%CI 1.2-5.1)、总胆红素升高>51µmol/L(p=0.03;OR=2.2,95%CI 1.1-4.6),凝血酶原<70%(p=0.03;OR=6.8,95%CI 1-51.6)。这些患者的低白蛋白血症与死亡率无关(p=0.8;OR=1.2,95%CI 0.5-2.7),但胃肠道出血使这些患者的死亡率显著增加了2.3倍(p=0.03;OR=2.3,95%CI 1.1-4.9)。关于失代偿期肝硬化患者死亡率的三个独立因素包括急性肾损伤、肝性脑病和胃肠道出血。失代偿期肝硬化患者急性肾损伤发生率为25.6%;结论:急性肾损伤是越南失代偿期肝硬化患者死亡率的重要预测指标。
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引用次数: 1
What Gastroenterologists Should Know about Carcinoid Syndrome 关于类癌综合征,胃肠病学家应该知道些什么
IF 2.9 Q3 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2022-03-13 DOI: 10.3390/gastroent13010014
L. Magi, M. Rinzivillo, F. Panzuto
Carcinoid syndrome (CS) is the most common functional syndrome associated with neuroendocrine neoplasia (NEN), particularly in intestinal NEN with extensive liver metastases. Owing to the heterogenous symptomatic scenario present in CS, recognition of these patients may be challenging. In this review, we explore some key clinical factors used to identify patients affected by CS, with particular focus on differential diagnoses of diarrhea, which is the main symptom of CS. Moreover, we highlight the importance of nutritional screening as a clinical indication to prevent malnutrition and to manage the most common nutrient deficiencies present in these patients.
类癌综合征(CS)是与神经内分泌肿瘤(NEN)相关的最常见的功能性综合征,尤其是在伴有广泛肝转移的肠道NEN中。由于CS中存在异质性症状,识别这些患者可能具有挑战性。在这篇综述中,我们探讨了一些用于识别CS患者的关键临床因素,特别是腹泻的鉴别诊断,腹泻是CS的主要症状。此外,我们强调营养筛查作为预防营养不良和治疗这些患者最常见营养缺乏症的临床指征的重要性。
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引用次数: 2
COVID-19 Pandemic and Its Impact on Training Programs of Medical Residency in Romania COVID-19大流行及其对罗马尼亚住院医师培训计划的影响
IF 2.9 Q3 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2022-03-01 DOI: 10.3390/gastroent13010012
G. Constantinescu, G. Gheorghe, V. Ionescu, O. Plotogea, V. Şandru, C. Diaconu, V. Varlas, N. Bacalbaşa, C. Diaconu, Mădălina Stan-Ilie
Background: The COVID-19 pandemic has had a negative impact on the training process for resident physicians. The objective of this study was to evaluate the impact of the COVID-19 pandemic on professional training, and also the subjective perception of the levels of stress, anxiety, and depression among resident doctors specializing in gastroenterology in Romania. Methods: We conducted an observational cross-sectional study, for a period of two months, among 180 resident doctors specializing in gastroenterology, working in university hospitals in Romania. A questionnaire consisting of 29 questions distributed through social media platforms was completed in Google Forms. Statistical analyses were performed using IBM SPSS software v.20. Results: A linear relationship was identified between the number of daily hospitalizations in the gastroenterology department and the rate of SARS-CoV-2 infection among resident physicians. In total, 80% of the participants reported an increase in the levels of stress, anxiety, and depression during the COVID-19 pandemic, and 88.3% stated that they were unsatisfied by online courses. Conclusions: The COVID-19 pandemic has had negative effects on both professional training and levesl of stress, anxiety and depression of resident doctors specializing in gastroenterology. In the specialty of gastroenterology there may be certain peculiarities, due to the interventional aspects that this medical specialty involves, for example, endoscopic procedures. Thus, the necessity to acquire practical skills in addition to theoretical knowledge increases the negative impact on gastroenterology internship.
背景:新冠肺炎大流行对住院医师的培训过程产生了负面影响。本研究的目的是评估新冠肺炎大流行对专业培训的影响,以及罗马尼亚胃肠病专科住院医生对压力、焦虑和抑郁水平的主观感受。方法:我们对罗马尼亚大学医院的180名胃肠病专科住院医生进行了为期两个月的观察性横断面研究。在谷歌表格中完成了一份由29个问题组成的问卷,这些问题通过社交媒体平台分发。使用IBM SPSS软件v.20进行统计分析。结果:胃肠科的每日住院人数与住院医生中严重急性呼吸系统综合征冠状病毒2型感染率之间存在线性关系。总的来说,80%的参与者报告说,在新冠肺炎大流行期间,压力、焦虑和抑郁水平有所上升,88.3%的参与者表示他们对在线课程不满意。结论:新冠肺炎大流行对胃肠病专科住院医生的专业培训和压力、焦虑和抑郁水平产生了负面影响。在胃肠病专业中,由于该医学专业涉及的介入方面,例如内窥镜手术,可能存在某些特殊性。因此,除了理论知识外,还必须获得实践技能,这增加了对胃肠病实习的负面影响。
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引用次数: 2
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Gastroenterology Insights
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