Dual Redox-active Covalent Organic Framework-based Memristors for Highly-efficient Neuromorphic Computing.

Organic memristors based on covalent organic frameworks (COFs) exhibit significant potential for future neuromorphic computing applications. The preparation of high-quality COF nanosheets through appropriate structural design and building block selection is critical for the enhancement of memristor performance. In this study, a novel room-temperature single-phase method was used to synthesize Ta-Cu3 COF, which contains two redox-active units: trinuclear copper and triphenylamine. The resultant COF nanosheets were dispersed through acid-assisted exfoliation and subsequently spin-coated to fabricate a high-quality COF film on an indium tin oxide (ITO) substrate. The synergistic effect of the dual redox-active centers in the COF film, combined with its distinct crystallinity, significantly reduces the redox energy barrier, enabling the efficient modulation of 128 non-volatile conductive states in the Al/Ta-Cu3 COF/ITO memristor. Utilizing a convolutional neural network (CNN) based on these 128 conductance states, image recognition for ten representative campus landmarks was successfully executed, achieving a high recognition accuracy of 95.13% after 25 training epochs. Compared to devices based on binary conductance states, the memristor with 128 conductance states exhibits a 45.56% improvement in recognition accuracy and significantly enhances the efficiency of neuromorphic computing.

Staging of operative link on gastritis assessment and operative link on gastric intestinal metaplasia systems for risk assessment of early gastric cancer: a case-control study.

AIMS: Operative link on gastritis assessment (OLGA) and operative link on gastric intestinal metaplasia assessment (OLGIM) systems are histological staging systems of gastritis for gastric cancer (GC) risk estimation. Intermediate OLGA/OLGIM stages are of concern in a region with high incidence of GC. This study aimed to validate OLGA and OLGIM staging systems for early GC (EGC) in Chinese population. METHODS: This single-centre, case-control study included 196 patients with EGC and 196 age-matched and sex-matched health screening control subjects. OLGA and OLGIM systems, and other clinical parameters were evaluated using logistic regression analysis. RESULTS: OLGA and OLGIM stages II/III/IV were more prevalent in patients with EGC than in the control subjects. Multivariable analysis revealed family history of GC, previous Helicobacter pylori (H. pylori) infection, OLGA stages II and III-IV, OLGIM stages II and III-IV as independent risk factors for EGC (ORs, 4.04, 1.87, 2.52, 6.79, 4.11 and 10.78, respectively). Area under the receiver operating characteristic curve on EGC risk estimation was improved for OLGIM compared with OLGA (0.78 vs 0.71, p<0.001). Autoantibody seropositivity of gastric mucosa was not associated with EGC risk stratified by H. pylori status. CONCLUSIONS: Surveillance of intermediate-risk patients (OLGA/OLGIM II) should be emphasised in our region. The OLGIM may be preferred over the OLGA for EGC risk estimation.

The Coexistence of Colorectal Polyps in the Right Colon Increases the Malignant Risk of Laterally Spreading Tumors.

BACKGROUND: The coexistence of colorectal polyps with laterally spreading tumors (LSTs) is commonly observed during colonoscopy. However, there are rare studies that assess the malignant risks for LSTs with colorectal polyps, which might largely contribute to further strategies of treatment and follow-up plans in LSTs. METHODS: We conducted a retrospective cohort study that enrolled 206 patients with LSTs in the Endoscopy Center and Endoscopy Research Institute, Renji Hospital, Shanghai Jiao Tong University, China. The subjects with LSTs were divided into two groups: the nonpolyp group with 89 patients and the polyp group with 117 patients. Binary logistic regression was used to identify the independent predictors of outcomes of interest. RESULTS: The risk of the polyps' coexistence phenomenon increased in males compared with females (OR = 2.138, p = 0.047), especially in those between 50 and 75 years old (OR = 7.074, p = 0.036). Tumor size (3-4 cm), LSTs with tubulovillous types, and history of polyps statistically increased the risk of the polyp coexistence phenomenon (OR = 5.768, p = 0.003; OR = 36.345, p = 0.024; OR = 13.245, p < 0.0001, respectively). LST-NG-PD (OR = 20.982, p = 0.017) and LSTs ≥ 5 cm (OR = 37.604, p = 0.038) notably increased the malignant risk of LSTs. When the simultaneous polyps are located in the right colon, the risk of malignant LSTs (OR = 58.540, p = 0.013) positively increased. CONCLUSION: The simultaneous colorectal polyps in the right colon were the most important risk factor to predict the malignant risk of LSTs.

Bleeding recurrence in patients with gastrointestinal vascular malformation after thalidomide.

Thalidomide may be used for the treatment of gastrointestinal vascular malformation (GIVM), but the long-term response and adverse effects are unknown. Aim to study the recurrence rate of GIVM bleeding after thalidomide treatment, the response to treatment, and the adverse effects.This was a retrospective study of 80 patients with GIVM treated with thalidomide between November 2003 and November 2013. Patients received a course of 100 mg/day of thalidomide for 4 months and were followed up for at least 1 year. The response rate during follow-up, the recurrence rate after the 1st course of treatment, and the rate of retreatment were assessed. Comorbidities, the need for blood transfusion, yearly bleeding episodes, hemoglobin levels, hospitalization after thalidomide treatment, and the rate of adverse effects were also examined.The overall response rate during follow-up was 79.5% (62/78). The recurrence rate was 21.0% after the 1st course of thalidomide. The response rate of retreatment was 100%. After thalidomide treatment, yearly blood transfusion amounts, yearly bleeding episodes, and yearly hospitalization numbers were significantly decreased, while hemoglobin levels were significantly increased (P < 0.001). Adverse effects were observed in 60.0% (48/80) of the patients. Serious adverse effects were reported in 31.3% (25/80). The overall response rate was 76.7% (23/30) in 30 patients with comorbidities, while the rate was 78.0% (39/50) in patients without comorbidities (P = 0.55). The rate of serious adverse effects was similar between the comorbidities (33.3%) and no-comorbidities groups (30.0%) (P = 0.76).Thalidomide showed a good response rate and low adverse effect rate in patients with recurrent gastrointestinal bleeding due to GIVM.

Value of Magnifying Endoscopy With Narrow-Band Imaging and Confocal Laser Endomicroscopy in Detecting Gastric Cancerous Lesions.

Although the respective potentials of magnifying endoscopy with narrow-band imaging (ME-NBI) and confocal laser endomicroscopy (CLE) in predicting gastric cancer has been well documented, there is a lack of studies in comparing the value and diagnostic strategy of these 2 modalities. Our primary aim is to investigate whether CLE is superior to ME-NBI for differentiation between gastric cancerous and noncancerous lesions. A secondary aim is to propose an applicable clinical strategy.We conducted a diagnostic accuracy study involving patients with suspected gastric superficial cancerous lesions. White light endoscopy, ME-NBI, and CLE were performed diagnostic accuracy, sensitivity, specificity, positive predictive value, and negative predictive value between ME-NBI and CLE were assessed, as well as agreements between ME-NBI/CLE and histopathology.This study involved 86 gastric lesions in 82 consecutive patients who underwent white light endoscopy, ME-NBI, and CLE before biopsy. The accuracy, sensitivity, and specificity for ME-NBI were 93.75%, 91.67%, and 95.45%, compared with 91.86%, 90%, and 93.48%, respectively, for CLE, for discrimination cancerous/noncancerous lesion (all P > 0.05). For undifferentiated/differentiated adenocarcinoma, CLE had a numerically but not statistically significantly higher accuracy than ME-NBI (81.25% vs 73.33%, P = 0.46). Agreements between ME-NBI/CLE and histopathology were near perfect (ME-NBI, κ = 0.87; CLE, κ = 0.84).CLE is not superior to ME-NBI for discriminating gastric cancerous from noncancerous lesions. Endoscopist could make an optimal choice according to the specific indication and advantages of ME-NBI and CLE in daily practices.

The learning effect of a training programme on the diagnosis of oesophageal lesions by narrow band imaging magnification among endoscopists of varying experience.

BACKGROUND: Magnifying narrow-band imaging using intra-epithelial papillary capillary loop analysis has been confirmed as a promising diagnostic modality for oesophageal lesions. Little is known about its learning curve. AIM: To evaluate the effect of a training programme on the diagnosis of oesophageal lesions by different modalities among endoscopists of varying experience. METHODS: We divided endoscopists into three groups based on their experience. A 2-h training programme on magnifying narrow-band imaging and intra-epithelial papillary capillary loop patterns was provided to trainees. They evaluated the test images and suggested diagnoses both before and after training. Diagnostic accuracy and interobserver agreement of three modalities were analysed. RESULTS: The diagnostic accuracies of magnifying narrow-band imaging for differentiating oesophageal neoplastic lesions and predicting lesion depth were significantly improved in less-experienced (92.8% vs. 55.9%, 63.8% vs. 17.5%) and non-experienced endoscopist groups (84.2% vs. 47.4%, 50% vs. 10%), and kappa (κ) values for both groups achieved good agreement after training (0.76 vs. 0.43, 0.68 vs. 0.24, respectively), all P<0.05. CONCLUSION: Magnifying narrow-band imaging could be learnt easily and rapidly by beginners. For diagnosis of oesophageal neoplastic lesions, our training programme improved the diagnostic skill of less-experienced endoscopists to the level of highly experienced endoscopists.

Carbon dioxide insufflation improves the intubation depth and total enteroscopy rate in single-balloon enteroscopy: a randomised, controlled, double-blind trial.

OBJECTIVE: The total enteroscopy rate of single-balloon enteroscopy (SBE) using air insufflation is not satisfactory, and whether carbon dioxide (CO2) insufflation increases the total enteroscopy rate of SBE is unknown. This randomised controlled trial aimed to determine whether CO2 insufflation facilitates the intubation depth and total enteroscopy rate of SBE. DESIGN: A total of 214 eligible patients referred for SBE were randomised to receive either air or CO2 insufflation, and included in the intention-to-test (ITT) analysis. In addition, 199 patients in whom enteroscopy was completed were included in the per-protocol (PP) analysis. Both the patients and endoscopists were blinded, and the intubation depth and total enteroscopy rate were defined as the primary outcomes. RESULTS: The CO2 group showed a superiority of intubation in the ITT analysis (oral route: 323.8±64.2 vs 238.3±68.6 cm; anal route: 261.6±74.2 vs 174.7±62.1 cm, both p<0.001), and the total enteroscopy rate (34.9% vs 17.6%, p=0.006). Similar results were obtained in a PP analysis for both outcomes. In addition, in the PP analysis, the addition of circumference after the procedure was less in the CO2 group (0.8±0.6 vs 3.3±1.8 cm, p=0.005) for the oral route. No serious complications were reported. The overall percentage of procedures with significant pathological findings was 52.8%; the rates were 58.5% and 47.2% (p=0.100, ITT analysis) in the CO2 and air groups, respectively. CONCLUSIONS: CO2 insufflation improves the intubation depth and total enteroscopy rate in SBE with a good safety profile and acceptability compared with that of air, and thus is recommended for clinical utilisation. TRIAL REGISTRATION NUMBER: ClinicalTrial.gov identifier: NCT01758900.

Evaluation of narrow-band imaging in the diagnosis of colorectal lesions: is a learning curve involved?

BACKGROUND: The usefulness of endoscopy narrow-band imaging (NBI) in differentiating colorectal lesions has been demonstrated. However, the learning curve associated with this technique is a concern for endoscopists. METHODS: Prior to carrying out these colonoscopies, four endoscopists attended a training course designed to teach the principles of NBI and application of the Sano Capillary Pattern (CP) classification criteria. Following a pre-test, endoscopists used NBI with magnification and CP analysis for real-time colonoscopy exams to predict lesion histology. Three sets of 15 lesions were imaged. These three sets included both lesions requiring endoscopic treatment (e.g. target lesions) and lesions that were not, or could not be, treated by endoscopy (e.g. non-target lesions). The diagnostic accuracy of each endoscopist for each set of lesions was evaluated to assess the learning curve associated with the application of NBI. RESULTS: Overall accuracy, sensitivity, and specificity for differentiating neoplastic and non-neoplastic lesions were 95.4%, 98.0%, and 92.0%, respectively. For target lesions versus non-target lesions, the diagnostic accuracy associated with the second set of lesions was better than that achieved with the first set of lesions (78.3% vs 96.7% (P = 0.02) and 70.0% vs 96.7% ( P < 0.01), respectively in each case). In contrast, the difference in diagnostic accuracy between the second and third sets of lesions was not significant. CONCLUSION: NBI with magnification is a useful tool for the diagnosis of colorectal lesions. Moreover, following a short training program and with minimal clinic practice, less experienced endoscopists were able to become competent in the method.

Assessment of capsule endoscopy scoring index, clinical disease activity, and C-reactive protein in small bowel Crohn's disease.

BACKGROUND AND STUDY AIMS: Small bowel Crohn's disease (SBCD) patients are frequently assessed by capsule endoscopy (CE), which enables direct visualization of small bowel mucosal abnormalities; however, the correlations between CE scoring index (CESI), C-reactive protein (CRP), and disease activity indices remain undefined. We aimed to determine correlations between the CESI, clinical disease activity indices, and CRP in SBCD patients. PATIENTS AND METHODS: A prospective study was conducted between October 2008 and February 2011 on 58 established SBCD patients and suspected patients who received a definitive SBCD diagnosis during study. Patients underwent complete CE and were scored according to the CESI and Harvey-Bradshaw index (HBI). Statistical correlation among CESI, HBI, and CRP was assessed. RESULTS: Weak, but significant, correlations were found between CESI and HBI (r = 0.4, P < 0.01). The correlation between CESI and CRP was moderate (r = 0.58, P < 0.01). The median CRP value was significantly higher in patients with moderate to severe CESI compared with the mild group (22.60 ± 16.79 mg/L vs 11.88 ± 8.39 mg/L, P < 0.01). Changes between baseline and follow-up CESI failed to correlate with the delta-HBI or delta-CRP (both, P > 0.05). CONCLUSIONS: In this cohort of SBCD patients, clinical disease activity index was not reliable predictors of mucosal inflammation. CRP, however, might be a useful inflammatory marker for evaluating the moderate to severe CE activity in SBCD patients. Furthermore, therapy-induced clinical and biological improvement was not associated with repair of SBCD mucosal lesions.