High pooled performance of convolutional neural networks in computer-aided diagnosis of GI ulcers and/or hemorrhage on wireless capsule endoscopy images: a systematic review and meta-analysis.

BACKGROUND AND AIMS: Diagnosis of GI ulcers and/or hemorrhage by wireless capsule endoscopy (WCE) is limited by the physician-dependent, tedious, time-consuming process of image and/ or video classification. Computer-aided diagnosis (CAD) by convolutional neural network (CNN)-based machine learning may help reduce this burden. Our aim was to conduct a meta-analysis and appraise the reported data. METHODS: Multiple databases were searched (from inception to November 2019), and studies that reported on the performance of CNN in the diagnosis of GI ulcerations and/or hemorrhage on WCE were selected. A random-effects model was used to calculate the pooled rates. In cases where multiple 2 × 2 contingency tables were provided for different thresholds, we assumed the data tables were independent from each other. Heterogeneity was assessed by I2% and 95% prediction intervals. RESULTS: Nine studies were included in our final analysis that evaluated the performance of CNN-based CAD of GI ulcers and/or hemorrhage by WCE. The pooled accuracy was 95.4% (95% confidence interval [CI], 94.3-96.3), sensitivity was 95.5% (95% CI, 94-96.5), specificity was 95.8% (95% CI, 94.7-96.6), positive predictive value was 95.8% (95% CI, 90.5-98.2), and negative predictive value was 96.8% (95% CI, 94.9-98.1). I2% heterogeneity was negligible except for the pooled positive predictive value. CONCLUSIONS: Based on our meta-analysis, CNN-based CAD of GI ulcerations and/or hemorrhage on WCE achieves a high-level performance. The quality of the evidence is robust, and therefore CNN-based CAD has the potential to become the first choice of machine learning to optimize WCE image/video reading.

Inflammatory Bowel Disease: Pathophysiology and Current Therapeutic Approaches.

Inflammatory bowel diseases, most commonly categorized as Crohn's disease and ulcerative colitis, are immune mediated chronic inflammatory disorders of the gastrointestinal tract. The etiopathogenesis is multifactorial with different environmental, genetic, immune mediated, and gut microbial factors playing important role. The current goals of therapy are to improve clinical symptoms, control inflammation, prevent complications, and improve quality of life. Different therapeutic agents, with their indications, mechanisms of action, and side effects are discussed in this chapter. Anti-integrin therapy, a newer therapeutic class, with its potential beneficial role in both Crohn's disease and ulcerative colitis is also mentioned. In the end, therapeutic algorithms for both diseases are reviewed.

Safety of Long-term Treatment With Certolizumab Pegol in Patients With Crohn's Disease, Based on a Pooled Analysis of Data From Clinical Trials.

BACKGROUND & AIMS: Treatments for Crohn's disease (CD) have been linked to serious infections, malignancies, and dermatologic complications. We pooled and analyzed clinical trials of certolizumab pegol, a pegylated humanized Fab' fragment against tumor necrosis factor, to quantify safety events in patients with CD. METHODS: We collected data from 5 placebo-controlled trials, 9 open-label studies, and 1 dose-regimen study, conducted globally through April 2014. A total of 2570 patients with moderate to severe CD were treated with certolizumab pegol, with 4378.1 patient-years of exposure. Data were analyzed in 2 groups: patients from placebo-controlled (PC) trials treated with placebo (n = 875) or certolizumab pegol (n = 919) for 6 to 38 weeks (the PC group) or all patients exposed to certolizumab pegol (n = 2570), for durations of 6 to 362 weeks (the all-studies group). Incidence rates (IRs; incidence/100 patient-years) of adverse events (AEs) were calculated from first dose through 70 days (approximately 5 half-lives) after the last dose. RESULTS: In the PC group, IRs for serious AEs were similar among patients given certolizumab pegol (31.35/100 patient-years) vs placebo (24.33/100 patient-years). IRs of serious infections or malignancies were low among patients receiving short-term treatment with certolizumab pegol (8.49/100 patient-years and 1.01/100 patient-years, respectively, in the PC group) and did not increase with long-term treatment (6.47/100 patient-years and 0.80/100 patient-years, respectively, in the all-studies group). IRs of psoriasis or psoriasiform dermatitis were low in the PC group (1.01/100 patient-years and 0/100 patient-years, respectively); in the placebo group, these IRs were 0.38 per 100 patient-years and 0 per 100 patient-years, respectively. IRs of psoriasis or psoriasiform dermatitis did not increase with long-term treatment (0.93/100 patient-years and 0.09/100 patient-years, respectively, in the all-studies group). CONCLUSIONS: Based on an analysis of data pooled from 15 trials of patients with CD, the safety profile for long-term therapy with certolizumab pegol therapy is similar to that reported from short-term studies. Overall rates of AEs, serious infections, malignancies, and psoriasis did not increase with long-term treatment, suggesting a favorable risk-benefit ratio with long-term certolizumab pegol therapy in CD. Clinicaltrials.gov identifiers: NCT00291668, NCT00152490, NCT00152425, NCT00308581, NCT00349752, NCT00552058, NCT00329550, NCT00329420, NCT00160524, NCT00160706, NCT00297648, NCT00333788, NCT00307931, NCT00356408, and NCT00552344 (https://www.clinicaltrials.gov/ct2/search).

Effect of hyoscine N-butylbromide on adenoma detection rate: meta-analysis of randomized clinical trials.

BACKGROUND AND AIM: Anti-spasmodic drugs may facilitate mucosal inspection during colonoscopy. The impact of hyoscine N-butylbromide (HBB) on polyp detection rate (PDR) and adenoma detection rate (ADR) is unclear. METHODS: We conducted a reproducible literature search of multiple databases. Two reviewers independently compared manuscripts for PDR, ADR, advanced adenoma detection rate (AADR), and rates of complications. Pooling was conducted by fixed-effects and random-effects models. Relative risk (RR) estimates were calculated (95% confidence interval). I(2) index assessed heterogeneity. RESULTS: Patient demographics were comparable. The pooled analysis showed a trend toward improving PDR and ADR among the HBB group compared with the placebo group but failed to reach statistical significance, (46% vs 43%, RR = 1.08 [0.94, 1.25], P = 0.27), (31% vs 28%, RR = 1.12 [0.97, 1.29], P = 0.11) respectively. CONCLUSION: HBB during colonoscopy may provide marginal improvements in ADR and PDR. However, heterogeneity in the available data precludes firm conclusions at this time.

Sampling variability in forensic likelihood-ratio computation: A simulation study.

Recently, in the forensic biometric community, there is a growing interest to compute a metric called "likelihood-ratio" when a pair of biometric specimens is compared using a biometric recognition system. Generally, a biometric recognition system outputs a score and therefore a likelihood-ratio computation method is used to convert the score to a likelihood-ratio. The likelihood-ratio is the probability of the score given the hypothesis of the prosecution, Hp (the two biometric specimens arose from a same source), divided by the probability of the score given the hypothesis of the defense, Hd (the two biometric specimens arose from different sources). Given a set of training scores under Hp and a set of training scores under Hd, several methods exist to convert a score to a likelihood-ratio. In this work, we focus on the issue of sampling variability in the training sets and carry out a detailed empirical study to quantify its effect on commonly proposed likelihood-ratio computation methods. We study the effect of the sampling variability varying: 1) the shapes of the probability density functions which model the distributions of scores in the two training sets; 2) the sizes of the training sets and 3) the score for which a likelihood-ratio is computed. For this purpose, we introduce a simulation framework which can be used to study several properties of a likelihood-ratio computation method and to quantify the effect of sampling variability in the likelihood-ratio computation. It is empirically shown that the sampling variability can be considerable, particularly when the training sets are small. Furthermore, a given method of likelihood-ratio computation can behave very differently for different shapes of the probability density functions of the scores in the training sets and different scores for which likelihood-ratios are computed.

Deep Inspiration breath Hold facilitates surgical cavity registration on cone beam imaging for Partial breast irradiation.

BACKGROUND AND PURPOSE: The quality of the Cone Beam Computed Tomography (CBCT) images used for patient set-up is essential to avoid geographical miss when narrower margins or shorter fractionation are used for example in Accelerated Partial Breast Irradiation (APBI). This study evaluates deep inspiration breath hold (DIBH) with skin guided radiotherapy as a tool for image improvement reducing motion artifacts. MATERIALS AND METHODS: Daily CBCT images of left and right breast cancer patients with well-defined surgical cavity on CT simulation were used for this study. Only left sided CBCT were acquired with DIBH. Trained and experienced radiation therapists were asked to evaluate the image quality using a cavity visualization score (CVS), an image quality Likert score, and to perform registration shifts. Images were anonymized and therapists were blinded to the use of DIBH. RESULTS: Images from 21 patients, with 15 CBCT each, were evaluated by 6 radiation therapists, generating 4,015 evaluation points. Statistically significant improvements were observed in CVS and image quality (p < 0.001) with DIBH. Also, the rate of surgical cavity identification increased to 76 % with DIBH compared to 56 % without (p < 0.001). DIBH significantly reduced the inter-observer variability in registration shift corrections (p < 0.001) CONCLUSION: Utilizing DIBH for motion control improves both the image quality and the surgical cavity identification. This results in a decrease in registration variability, which is important for APBI accuracy.

Healthcare Access for Patients With Inflammatory Bowel Disease in the United States: A Survey by the Crohn's & Colitis Foundation.

BACKGROUND: A prior survey disseminated in 2017 identified that healthcare access barriers exist and significantly affect patients with inflammatory bowel disease (IBD). We sought to identify, through an updated survey, the healthcare access barriers that patients continue to face, with a focus on socioeconomic factors and patient awareness of resources to navigate existing barriers. METHODS: A 52-question online survey evaluating (1) access to healthcare professionals, medications, and procedures; (2) associated financial challenges; and (3) patient awareness of education and advocacy tools to navigate IBD care barriers, was disseminated through multiple channels to IBD patients and their caregivers. RESULTS: Of the 2281 completed responses, patients on advanced specialty medications, younger than 65 years of age, or on employer insurance experienced significantly greater issues with insurance barriers to accessing medications and coverage of medically necessary tests/treatments. Patients who live in areas of concentrated poverty were more likely to experience poor health outcomes when subjected to step therapy compared to patients who did not. Additionally, patients were more likely to experience one or more financial barriers or trade-offs if the patient used an advanced specialty medicine or lived in an area with concentrated poverty. CONCLUSIONS: While there have been significant and numerous advancements in IBD treatments, patients with IBD continue to experience barriers to healthcare access and treatment and financial struggles. Ongoing awareness and advocacy efforts focused on healthcare system reform and related policies to further minimize care disparities and barriers remain vital.

Patients with inflammatory bowel disease in the United States experience financial struggles and barriers to healthcare access and treatment. Ongoing awareness and advocacy efforts focused on healthcare system reform and related policies to minimize care disparities and barriers remain vital.

Curcumin and inflammatory bowel disease: biological mechanisms and clinical implication.

Increased recognition of the limits of conventional medicine has helped drive the growing interest in complementary and alternative medicine which is now being commonly used in patients with chronic diseases, including individuals with Crohn's disease and ulcerative colitis. Recently, scientific interest has unraveled the beneficial pharmacological effects of curcumin. We present an updated concise review of currently available in vitro, animal and clinical studies demonstrating the therapeutic effect of herbal medication in inflammatory bowel disease.

Nasogastric tube feedings and gastric residual volume: a regional survey.

OBJECTIVES: To maintain adequate nutrition for patients who are in need, enteral feeding via nasogastric tube (NGT) is necessary. Although the literature suggests the safety of continued NGT feeding at a gastric residual volume of <400 mL, inconsistencies in withholding tube feeding based on residual volume have been observed in clinical practice. We performed a regional survey to determine the range of current practice among nursing staff regarding the decision to withhold NGT feeding based on residual volume and the factors that influence the decision-making process. METHODS: A questionnaire was designed to evaluate nursing practice patterns regarding the decision of withholding NGT feeding based on a certain residual volume, which was distributed to the nursing staff at all major hospitals in the Oklahoma City metropolitan area. Statistical analysis was done with the Fisher exact test. All of the statistical tests were carried out at α = 0.05. RESULTS: A total of 582 nurses completed the survey. Residual volumes (milliliters) resulting in the termination of NGT feeding occurred in 89% of nurses at volumes <300 mL and only 3% of nurses at volumes >400 mL. Three main reasons for nurses to withhold NGT feeding were risk of aspiration (90%), potential feeding intolerance (81%), and risk of regurgitation (67%). Other less common concerns were abdominal distension and abdominal discomfort. CONCLUSIONS: The decision of withholding NGT feeding varied among the nursing staff that were surveyed. A consensus is necessary for the standardization of withholding NGT feeding in clinical practice among nursing staff.

Constipation--another manifestation of eosinophilic gastroenteritis.

Eosinophilic gastroenteris (EG) is a unique disease in which eosinophils penetrate into the layers of the GI tract. It is classified by the depth of the eosinophilic penetration, that can either be mucosal, muscularis or serosal. Symptoms vary with the bowel site involved as well as the depth of the eosinophilic penetration. Symptoms of the mucosal form of EG usually include nausea, vomiting, diarrhea and abdominal pain while constipation is extremely rare. We present a case of mucosal EG presenting as constipation and abdominal pain in a 43 year old female. Constipation is not a typical symptom associated with EG and while muscularis EG can cause decreased colonic motility and obstruction, constipation with mucosal EG has not been previously reported. We are presenting the first case report of constipation associated with mucosal EG. Thus EG should be considered in the differential diagnosis of patients presenting with constipation and abdominal pain and can easily be diagnosed with mucosal biopsies and treated with steroid therapy.

Use of misoprostol before tandem application for intracavitary brachytherapy in patients of carcinoma cervix: An institution study.

Aim: To investigate the ease of tandem application and external os identification by giving sublingual misoprostol before initiation of intracavitary brachytherapy in cancer cervix patients. Materials and Methods: 36 patients with cervical cancer stage IIIB which were supposed to undergo intracavitary brachytherapy(ICBT) were randomly divided into 2 subgroups, group A patients receiving misoprostol and group B not receiving misoprostol.Misoprostol 400 mcg was given sublingually 3 hrs prior to the procedure. The efficacy of the drug was measured as per the ease of identification of os and easier tandem application and amount of bleeding during procedure. Results: Application of tandem and identification of external os was easier and amount of bleeding was also less in patients that were administered sublingual misoprostol. Conclusion: Sublingual Misoprostol given before ICBT helps in cervical ripening and thus leads to easier os recognition and central tandem application and reduce overall anaesthesia time.

Incidence of bone metastasis in head and neck malignancy: A retrospective study.

Aim: The retrospective analysis was done to describe the characteristics and frequency of bone metastases and prognosis of head and neck cancer patients with bone metastases. Materials and Methods: We investigated total 16209 patients of which 3620 were head and neck cancer patients entering our oncology outpatient department from January 2010 to December 2019. Of 3620 patients, 29 of them developed solitary or multiple bone metastases during the progression of the disease. Results: The overall incidence of bone metastases was found to be 0.8% (29 cases) in head and neck cancers. Bone metastasis was observed in solitary or multiple bones which includes vertebrae 12 (41.37%), hip 9 (31.03%), femur 3 (10.34%), and involve sternum, ribs, clavicle and orbits in few cases. All the patients had few months of survival after developing bone metastasis. Conclusions: With the recent advancement in technology, the survival rate and quality of life of patient suffering from head and neck carcinoma had increased. Distant metastasis to bones was rarely observed in these cancers. Bone dissemination is associated with poor outcome; thus it must always be taken into consideration when contemplating intervention in these patients. So, for early diagnose of this metastasis in complete responders' appropriate measures should be taken during follow-up.

Dosimetric effects of repeat computed tomography scan during radiotherapy planning in esophagus carcinoma.

Aim of Study: The aim was to assess the potential reduction in the doses to organs at risk (OARs) and target organ volume by doing replanning on repeat computed tomography (CT) scan during the 4th week of radiation therapy (RT). Materials and Methods: Twenty-four histologically proven patients of inoperable esophagus carcinoma were studied. All patients received induction chemotherapy followed by concurrent chemotherapy and radiotherapy. CT simulation with proper immobilization was done, and images were transferred to the treatment planning system. Delineation of target volumes and OARs was done, and two plans were generated for 60 Gy in 30 fractions and 40 Gy in 20 fractions with intensity-modulated RT keeping the doses to OARs within the tolerance limits. Replanning for 20 Gy in 10 fractions was done on repeat CT scan during the 4th week of radiotherapy treatment, and potential reduction in doses to OARs and target organ volume was assessed. Results: A total of 24 cases were analyzed for the adaptive plan with the coverage of the 95% prescription isodose for planning target volume. Statistical analysis was done by t-test. The difference in the doses received by the OARs was analyzed and was seen that due to re CT scan, the doses were reduced to the left lung V20 (mean 19.23 Gy vs. 17.35 Gy) and Dmean (mean 16.03 Gy vs. 14.25 Gy), right lung V20 (mean 18.38 Gy vs. 16.66 Gy) and Dmean (mean 15.70 Gy vs. 13.97 Gy), heart V25 (mean 38.72 Gy vs. 35.32 Gy) and Dmean (mean 26.40 Gy vs. 22.74 Gy), and spine 1% volume (mean 36.54 Gy vs. 33.39 Gy) and Dmax (mean 39.81 Gy vs. 34.34 Gy), gross tumor volume (GTV) (mean 67.37 cm 3 vs. 24.58 cm 3) and were all significantly smaller for the adaptive plan. Conclusion: By doing adaptive radiotherapy in the 4th week of treatment using repeat CT scan, along with the response evaluation, there is a significant reduction in the volume of GTV, and replanning of treatment on repeat CT scan also helps us in reducing doses to the OARs resulting in reduced toxicity.

Quadruple metachronous primary cancer in a single patient: A rare case report.

Multiple primary cancer is a condition where multiple occurrences of different malignancies occur in the same individual. As there is a rise in the long-term survival of patients, multiple primary cancer is now not a rare entity. To see four different tumors in the same patient is very rare, and here, we report the case of a 60-year-old female patient with quadruple primary cancer of bilateral breast, esophagus, and sarcoma of the leg.

Higher Medication Adherence and Lower Opioid Use Among Individuals with Autoimmune Disease Enrolled in an Adalimumab Patient Support Program in the United States.

INTRODUCTION: Opioid use is prevalent among patients with autoimmune conditions, despite not being a recommended treatment. Tumor necrosis factor inhibitor (anti-TNF) therapy is an effective treatment for these autoimmune conditions, and patient support programs (PSPs) have been developed to help patients manage their prescribed treatments. This study was conducted to evaluate the impact of PSPs on anti-TNF adherence and opioid use using data on adalimumab (ADA), an anti-TNF. METHODS: The study used insurance claims data linked to ADA PSP data on patients who initiated ADA after 01/2015, were commercially insured, and had data coverage for 1 year before and after (i.e., during the follow-up period) ADA initiation. Patients with opioid use in the 3 months before ADA initiation were excluded. PSP patients enrolled in the PSP within 30 days of ADA initiation and had 2+ PSP nurse ambassador interactions; non-PSP patients had no PSP engagement. ADA adherence [proportion of days covered (PDC), persistence], opioid initiation, 2+ opioid fills, and opioid supply during follow-up were compared between cohorts using regression models that controlled for patient characteristics. RESULTS: Results were obtained for 1952 PSP and 728 non-PSP patients. PSP patients demonstrated better adherence to ADA than non-PSP patients, including higher PDC and persistence (all p < 0.001). PSP patients were 13% less likely to initiate opioids and 26% less likely to have at least 2 fills than non-PSP patients, and they had fewer days of opioid supply (all p < 0.01). CONCLUSIONS: This study supports the benefit of PSPs and suggests that the ADA PSP is associated with improved adherence and potentially lower opioid use.

Alpha-methyldopa hepatotoxicity in pregnancy.

A 12-week pregnant, 33-year-old African American female, presented with jaundice and change in urine colour. Liver function tests revealed raised transamines and normal alkaline phosphatase. She was started on methyldopa 6 weeks prior to presentation. After initial negative investigations including viral and autoimmune hepatitis, she was given prednisone for methyldopa induced hepatitis. Two weeks later, repeat enzymes revealed normal values. Important clinical and management points related to methyldopa induced hepatotoxicity are discussed.

New developments in gastroesophageal reflux disease diagnosis and therapy.

PURPOSE OF REVIEW: Gastroesophageal reflux disease is a highly prevalent chronic condition in Western populations. It has a profound effect on our society in terms of economic cost and quality of life. There have been major advances in understanding of disease pathogenesis over the last few years which are summarized in this article. RECENT FINDINGS: With improved understanding of gastroesophageal reflux disease, newer developments in diagnostic techniques have evolved. The proton pump inhibitor test has been formally described as one of the initial diagnostic tests. Other new tests include multiple channel impedance monitoring, bilirubin reflux monitoring, Barostat measurements and intraluminal ultrasounds which, along with other newer technologies, are described in this review. SUMMARY: The mechanisms involved in the pathogenesis of gastroesophageal reflux disease are complex and multifactorial. The lower esophageal sphincter pressure, the motility of the esophageal body and the stomach, the composition of the reflux material and the sensitivity or resistance of the esophageal mucosa to the reflux material are important factors involved in the pathogenesis of disease-related symptoms and lesions. Based on our improving understanding, novel diagnostic tools are available to improve investigation of the disease.