Incarceration of a part of the gastric wall into the abdominal cavity in a patient with hiatal hernia and complete dislocation of the stomach (upside-down stomach).

An upside-down stomach is a rare type of hiatal hernia. An 83-year-old woman presented to the emergency room with abdominal pain and vomiting. Computed tomography revealed an upside-down stomach and the incarceration of a part of the gastric body into the abdominal cavity. Upper gastrointestinal endoscopy revealed a circular ulcer caused by gastric ischemia. Although she was discharged after 1 week of conservative therapy, she was readmitted to the hospital 1 day after discharge because of a recurrence of hiatal hernia incarceration. She underwent laparoscopic surgery 4 days after readmission and recovered successfully.

Immunoglobulin G4 -related gastrointestinal disease associated with type 1 autoimmune pancreatitis: A case report.

Immunoglobulin G4 (IgG4)-related diseaseis a systemic inflammatory condition of unknown etiology characterized by increases in serum IgG4 and in the number of IgG4-positive cells in affected tissues. One of the commonly involved locations is the pancreas; this condition is known as type 1 autoimmune pancreatitis (AIP). Type 1 AIP, which shows a biliary stricture in the intrapancreatic bile duct, can be misdiagnosed as a malignancy due to similar cholangiography findings and clinical presentation. In rare cases complicated by post-bulbar duodenal ulcers, differentiating between type 1 AIP and malignancies is even more difficult. An 81-year-old male was referred to our hospital for the treatment of a pancreatic head mass and obstructive jaundice. Serological and radiological findings were consistent with both type 1 AIP and a malignancy. Gastroduodenoscopy revealed a post-bulbar duodenal ulcer with endoscopic features that evoked malignant duodenal invasion. Although biopsies were negative for malignant cells, subsequent bleeding from the lesion suggested the progression of malignancy, which led to surgical resection. Pancreatoduodenectomy and pathological examination indicated that type 1 AIP was present. Simultaneously, the involvement of IgG4-related disease in the ulcerative lesion was suggested. To our knowledge, this is the first reported case of type 1 AIP complicated by post-bulbar duodenal ulcers, which was misdiagnosed as malignancy and considered an IgG4-related gastrointestinal disease associated with type 1 AIP.

Doença falciforme: cuidado com pessoas com úlcera da perna nos serviços de atenção à saúde / Sickle cell disease: caring for people with leg ulcers in heal-thcare services / Enfermedad falciforme: cuidado de personas con úlcera de pierna en los servicios de atención a la salud

Objetivo: identificar o local e os cuidados diretos recebidos por pessoas com úlceras da perna por doença falciforme nos serviços de atenção à saúde. Método: estudo transversal, realizado em 11 centros, no período de agosto de 2019 a abril de 2020. Fizeram parte do estudo 72 pessoas com úlcera da perna ativa. O estudo foi aprovado pelo Comitê de Ética em Pesquisa. Resultado: apresentavam anemia falciforme 91,7% dos participantes, com mediana de três anos de existência da úlcera; 77,8% eram redicivantes; 40,3% compravam os insumos; 66,7% trocavam o próprio curativo no domicílio; 52,8% realizavam uma ou mais trocas diárias; 45,8% dos tratamentos foram prescritos pelo médico; 37,5% eram pomada (colagenase ou antibiótico); 89% não utilizavam compressão para o manejo do edema. Conclusão: a maioria dos participantes não estava inserida na Rede de Atenção à Saúde para o tratamento da úlcera, e não recebia assistência sistematizada e nem insumos apropriados.

Objective: to identify the location and direct care received by people with leg ulcers due to sickle cell disease in health care services. Method: a cross-sectional study carried out in 11 centers from August 2019 to April 2020. The study included 72 people with active leg ulcers. The study was approved by the Research Ethics Committee. Results: a total of 91.7% of the participants had sickle cell anemia, with a median of three years of ulcer existence; 77.8% were recurrent; 40.3% bought the supplies; 66.7% changed their own dressings at home; 52.8% did one or more changes a day; 45.8% of the treatments were prescribed by physician; 37.5% were ointments (collagenase or antibiotics); and 89% did not use compression to manage edema. Conclusion: most of the participants were not included in the Health Care Network for ulcer treatment and did not receive systematized care or appropriate supplies.

Objetivo: identificar el lugar y los cuidados directos recibidos por personas con úlceras de pierna por enfermedad falciforme en los servicios de atención a la salud. Método: estudio transversal, realizado en 11 centros, en el período de agosto de 2019 a abril de 2020. Participaron 72 personas con úlcera de pierna activa. El estudio fue aprobado por el Comité de Ética en Investigación. Resultado: presentaban anemia falciforme 91,7% de los participantes, con una mediana de tres años de existencia de la úlcera; 77,8% eran recidivantes; 40,3% compraban los insumos; 66,7% cambiaban su propio vendaje en el domicilio; 52,8% realizaban uno o más cambios diarios; 45,8% de los tratamientos fueron prescritos por el médico; 37,5% eran pomada (colagenasa o antibiótico); y 89% no utilizaban compresión para el manejo del edema. Conclusión: la mayoría de los participantes no estaba integrada en la Red de Atención a la Salud para el tratamiento de la úlcera, y no recibía asistencia sistematizada ni insumos apropiados.

Aortic ulcerated plaque discovery following mesenteric infarction in a 60-year-old patient: a case report.

Introduction: A penetrating aortic ulcer (PAU), which accounts for 2-7% of all acute aortic syndromes, is the ulceration of an aortic atherosclerotic plaque that passes through the internal elastic lamina and into the aortic medium. Although PAUs are frequently seen in the middle and lower descending thoracic aortas, it is rare for them to arise in the ascending aorta. Atherosclerotic vascular illnesses and isolated peripheral arterial illnesses are associated with similar risk factors, such as male sex, advanced age, a history of tobacco use, hypertension, hyperlipidemia, and coronary artery disease. Just 20-54% of people with PAU first exhibit symptoms, suggesting that the condition might sometimes present as an asymptomatic phenomenon. Case presentation: A 60-year-old male came to the emergency department due to severe abdominal pain and abdominal contractures, which were diagnosed as mesenteric infarction with a relatively small infarcted intestinal segment. A part of the intestine was resected. Then he was referred to request a cardiac consultation to search for the source of the mesenteric infarction, which turned out to be an embolus. Clinical discussion: The patient was referred to cardiac surgery to perform aortic grafting. Conclusion: Aortic ulcer and mesenteric infarction together provide a challenging clinical picture that has to be recognized and treated right away. A high index of suspicion is necessary due to the possibility of fast deterioration, particularly in individuals who have risk factors like arteriosclerosis. Improving outcomes depends critically on early diagnostic imaging and intervention.

Atypical Presentation of Stenotrophomonas maltophilia Stomatitis Post COVID-19 in an Immunocompetent Adolescent.

Stenotrophomonas maltophilia (S. maltophilia) is a rare, multi-drug-resistant opportunistic bacteria that typically causes serious infections in immunocompromised and hospitalized patients, often leading to fatal pneumonia or bacteremia. We present the case of a healthy 15-year-old immunocompetent female who developed severe oral ulcers due to S. maltophilia following a recent COVID-19 infection. To our knowledge, this is the first reported case of S. maltophilia manifesting in this manner after COVID-19. Scrapes from the oral lesions were collected and cultured, confirming the infection.The CBC and immunoglobulin reports revealed mildly elevated IgA and platelet levels, with no evidence of immunodeficiency.The patient was treated with trimethoprim/sulfamethoxazole (TMP-SMX) based on culture sensitivity, and she responded well to treatment. She was referred to an infectious disease specialist for further monitoring. COVID-19 has recently been implicated in many unusual presentations, associations, and syndromes. One of the most supported theories about COVID-19 is its association with a transient immunodeficient state or a generalized state of immune system dysregulation that can compromise both innate and adaptive immunity. This case supports that theory, as no other apparent etiology for such an otherwise opportunistic infection was identified. The recognition of such atypical infections in previously healthy individuals, particularly post COVID-19, highlights the importance of sharpening clinical vigilance and considering opportunistic pathogens in differential diagnoses. Further research is warranted to explore the potential link between COVID-19 and the susceptibility to rare opportunistic infections, which may guide future clinical practices.

Oral Mucosal Lesions in Patients Attending Dermatology Outpatient Department of a Tertiary Care Center in Kathmandu: A Descriptive Cross-sectional Study.

INTRODUCTION: Oral mucosal lesions though mostly benign, may impair the quality of life of patients. Some may even progress to malignancies. Many physicians, including dermatologists, tend to skip oral examinations, missing many important diagnoses. Understanding the frequency and types of oral mucosal lesions in dermatological settings can help in early diagnosis, referral and adequate treatment. This study was done to determine demographic characteristics and clinical presentations of patients with oral mucosal lesions presenting to the out-patient department (OPD) of dermatology in Nepal Armed Police Force (APF) Hospital, Kathmandu. METHODS: This cross-sectional descriptive study was conducted after obtaining the ethical approval from the Institutional Review Committee of Nepal APF Hospital. Retrospective data of 264 patients presenting with oral mucosal lesions to the dermatology OPD were collected from 1st January 2021 to 31st December 2023 by using a pre-formed proforma. Data was entered in SPSS software and descriptive statistics were computed. RESULTS: Out of 13,832 cases, oral mucosal lesion was seen in 264 (1.90%) cases among which 153 (57.96%) cases were males with male female ratio of 1.37:1. Most common age group affected was 31-45 years 96 (36.36%). Buccal mucosa 86 (32.57%) was the commonest site involved followed by tongue 73 (27.65%). Aphthous ulcer 82 (31.06%) was the commonest lesion found followed by oral candidiasis 25 (9.46%) and oral lichen planus 24 (9.09%). CONCLUSIONS: Aphthous ulcer was the commonest oral mucosal lesion seen in patients visiting dermatology outpatient department of Nepal APF Hospital, with buccal mucosa being the commonest site affected.

Recurrence rates after healing in patients with neuroischemic diabetic foot ulcers healed with and without sucrose octasulfate-impregnated dressings: A 1-year comparative prospective study.

To compare recurrence rates after a 1-year follow-up period of healed neuroischemic diabetic foot ulcers after treatment with or without sucrose octasulfate impregnated dressing. A 1-year prospective study with two arms was conducted between April 2021 and April 2023 on 92 patients with healed neuroischemic diabetic foot ulcers. Patients were divided into two groups; the treatment group, that includes patients healed with a sucrose octasulfate-impregnated dressing, and the control group, which includes patients treated with other local treatments different from sucrose octasulfate-impregnated dressings. After healing, patients were prospectively followed up during 1-year and assessed monthly in the specialised outpatient clinics. The main outcome of the study was ulcer recurrence after wound healing within 1 year follow-up. Secondary outcomes were minor or major amputation and all causes of death. Fifty patients in the treatment group and 42 patients in the control group were included. Fourteen (28%) patients suffered from a reulceration event in the treatment group compared to 28 (66.7%) in the control group, p < 0.001. Time to recurrence in the treatment group was 10 (16.26-2.75) and 11.50 (30.75-5.25) weeks in the control group, p = 0.464. There were no observed differences in the minor amputation rates between the two groups: 15.2% (n = 7) in the treatment group and 7.1% (n = 3) in the control group (p = 0.362). Major amputations and death outcomes were exclusively observed in the treatment group. Specifically, four major amputations (8.7%) in the treatment group were complications arising from recurring events complicated by infection during the SARS-CoV-2 period. Seven patients died due to complications not related with local therapy. The relative risk of recurrence was 20.18 times higher in the control group compared with those treated with octasulfate dressing (p < 0.001). Treatment with sucrose octasulfate-impregnated dressings can decrease recurrence rates of neuroischaemic diabetic foot ulcers more effectively than neutral dressings. Besides, it may enhance the foot's clinical properties in patients with poor microcirculation, which could aid in preventing future recurrences.

Patient positioning in minimally invasive gynecologic surgery: strategies to prevent injuries and improve outcomes.

Effective patient positioning is a critical factor influencing surgical outcomes, mainly in minimally invasive gynecologic surgery (MIGS) where precise positioning facilitates optimal access to the surgical field. This paper provides a comprehensive exploration of the significance of strategic patient placement in MIGS, emphasizing its role in preventing intraoperative injuries and enhancing overall surgical success. The manuscript addresses potential complications arising from suboptimal positioning and highlights the essential key points for appropriate patient positioning during MIGS, encompassing what the surgical team should or shouldn't do. In this perspective, the risk factors associated with nerve injuries, sliding, compartment syndrome, and pressure ulcers are outlined to guide clinical practice. Overall, this paper underscores the critical role of precise patient positioning in achieving successful MIGS procedures and highlights key principles for the gynecological team to ensure optimal patient outcomes.

DFUCare: deep learning platform for diabetic foot ulcer detection, analysis, and monitoring.

Introduction: Diabetic foot ulcers (DFUs) are a severe complication among diabetic patients, often leading to amputation or even death. Early detection of infection and ischemia is essential for improving healing outcomes, but current diagnostic methods are invasive, time-consuming, and costly. There is a need for non-invasive, efficient, and affordable solutions in diabetic foot care. Methods: We developed DFUCare, a platform that leverages computer vision and deep learning (DL) algorithms to localize, classify, and analyze DFUs non-invasively. The platform combines CIELAB and YCbCr color space segmentation with a pre-trained YOLOv5s algorithm for wound localization. Additionally, deep-learning models were implemented to classify infection and ischemia in DFUs. The preliminary performance of the platform was tested on wound images acquired using a cell phone. Results: DFUCare achieved an F1-score of 0.80 and a mean Average Precision (mAP) of 0.861 for wound localization. For infection classification, we obtained a binary accuracy of 79.76%, while ischemic classification reached 94.81% on the validation set. The system successfully measured wound size and performed tissue color and textural analysis for a comparative assessment of macroscopic wound features. In clinical testing, DFUCare localized wounds and predicted infected and ischemic with an error rate of less than 10%, underscoring the strong performance of the platform. Discussion: DFUCare presents an innovative approach to wound care, offering a cost-effective, remote, and convenient healthcare solution. By enabling non-invasive and accurate analysis of wounds using mobile devices, this platform has the potential to revolutionize diabetic foot care and improve clinical outcomes through early detection of infection and ischemia.

Revolutionizing pressure ulcer regeneration: Unleashing the potential of extracellular matrix-derived temperature-sensitive injectable antioxidant hydrogel for superior stem cell therapy.

Pressure ulcers are a common issue in elderly and medically compromised individuals, posing significant challenges in healthcare. Human umbilical cord mesenchymal stem cells (HUMSCs) offer therapeutic benefits like inflammation modulation and tissue regeneration, yet challenges in cell survival, retention, and implantation rates limit their clinical application. Hydrogels in three-dimensional (3D) stem cell culture mimic the microenvironment, improving cell survival and therapeutic efficacy. A thermosensitive injectable hydrogel (adEHG) combining gallic acid-modified hydroxybutyl chitosan (HBC-GA) with soluble extracellular matrix (adECM) has been developed to address these challenges. The hybrid hydrogel, with favorable physical and chemical properties, shields stem cells from oxidative stress and boosts their therapeutic potential by clearing ROS. The adEHG hydrogel promotes angiogenesis, cell proliferation, and collagen deposition, further enhancing inflammation modulation and wound healing through the sustained release of therapeutic factors and cells. Additionally, the adEHG@HUMSC composite induces macrophage polarization towards an M2 phenotype, which is crucial for wound inflammation inhibition and successful healing. Our research significantly propels the field of stem cell-based therapies for pressure ulcer treatment and underscores the potential of the adEHG hydrogel as a valuable tool in advancing regenerative medicine.

Exploration of thiazine Schiff bases as promising urease inhibitors: Design, synthesis, enzyme inhibition, kinetic analysis, ADME/T evaluation, and molecular docking studies.

Urease catalyzes the hydrolysis of urea, leading to an increase in stomach pH and supporting Helicobacter pylori survival, which is linked to several gastrointestinal disorders. In this study, thiazine-based Schiff bases were explored as promising urease inhibitors. Various spectroscopic techniques characterized the synthetic library of thiazine Schiff bases 2-36 and also evaluated for their inhibitory activities against urease. The derivatives demonstrated significant inhibitory potential with IC50 values ranging from 0.14 ±â€¯0.08 to 3.66 ±â€¯0.21 µM, outperforming the standard inhibitor thiourea (IC50 = 19.43 ±â€¯0.18 µM). Structure-activity relationship (SAR) studies revealed that specific substitutions (type and positions) on the aryl ring significantly affect the inhibition potential. The most potent derivative, compound 7, possessed 2-methoxy-5-trifluoromethyl substitutions and exhibited an IC50 of 0.14 ±â€¯0.08 µM. Enzyme kinetics studies revealed that the most potent derivatives function as competitive inhibitors. Additionally, molecular docking studies provided insights into the binding interactions between the molecule and the urease active site, highlighting key residues involved in inhibitor binding. These findings highlight the therapeutic potential of thiazine-based Schiff bases as urease inhibitors and provide insights for the development of new anti-ulcer agents.

Magnesium metal-organic framework microneedles loaded with curcumin for accelerating oral ulcer healing.

Oral ulcers are a common oral mucosal disease that seriously affect the quality of life. Traditional drug treatments have shown unsatisfactory efficacy and potential adverse reactions. In this study, curcumin-loaded multifunctional magnesium metal-organic framework-embedded hyaluronic acid-soluble microneedles patches were developed to optimize treatment strategies for oral ulcers. This microneedles patch achieves efficient release of curcumin and Mg2+ in the ulcer through precisely targeted delivery and controllable release mechanism, significantly regulates inflammation, promotes cell migration and angiogenesis, and accelerates the ulcer healing process. At the same time, the synergistic effect of curcumin and gallic acid effectively alleviated oxidative stress, while the backplate ε-poly-L-lysine and needle tip Mg2+ jointly constructed an antibacterial barrier to effectively inhibit pathogens. Verification using an oral ulcer rat model showed that the microneedles patch exhibited excellent therapeutic effects. This not only opens up a new avenue for clinical oral treatment but also marks a breakthrough in nanobiomaterials science and drug delivery technology and heralds a broad prospect in the field of oral ulcer treatment in the future.

Effect of psychological nursing intervention on anxiety level and quality of life in patients with gastrointestinal peptic ulcer.

BACKGROUND: Peptic ulcer is a common gastrointestinal disease, and psychological intervention has an important influence on its occurrence and development. AIM: To investigate the effect of psychological nursing intervention on the anxiety level and quality of life of patients with gastrointestinal peptic ulcers. METHODS: Two groups of patients with peptic ulcer were selected from January to December 2012, with 60 cases in each group, and psychological nursing intervention and routine treatment were respectively performed. Psychological nursing interventions include cognitive behavioral therapy, psychological support and relaxation training. Self-rating anxiety scale (SAS) and quality of life questionnaire were used to evaluate the anxiety level and quality of life of patients before, during and after treatment. RESULTS: The SAS scores of the experimental group significantly decreased over the course of treatment, from 52.3 before treatment to 30.5 after treatment, while SAS scores of the control group did not change significantly. Meanwhile, the experimental group's quality of life score (SF-36) significantly improved over the course of treatment, from 65.2 to 85.2, while the control group remained stable. Further analysis showed that sex and age had no significant influence on the effect of psychotherapy. Both men and women, young and old, showed similar trends in anxiety relief and improved quality of life after treatment. CONCLUSION: Psychological nursing-based intervention program has a positive effect on the anxiety level and quality of life of patients with gastrointestinal peptic ulcer.

Digital ulcers in systemic sclerosis are strongly associated with digital arterial disease: a finger-by-finger analysis of Finger Brachial Pressure Index Measurements.

OBJECTIVES: The digital ulcers of systemic sclerosis are disabling and frequent· Their pathogenesis involves a capillary microangiopathy and a digital arterial disease that few studies were able to quantify up to now. A multicentre observational study about the predictive value of capillaroscopy in systemic sclerosis offered us the opportunity to evaluate further the complementary information provided by both capillary and arterial evaluations. METHODS: During the SCLEROCAP study, five out of the nine centers performed a systematic evaluation of the finger brachial pressure index (FBPI) in the last four fingers of both hands at baseline, using the same laser-doppler device. In the present work, FBPI measurements were compared between fingers with vs without digital ulcers or scars, before and after adjusting for the capillaroscopic pattern and systemic factors. RESULTS: FBPI measurements were performed in 2537 fingers from 326 patients. Active ulcers or scars were found in 10·8% of those fingers, more often on the right hand, and in the second and third fingers. FBPI was lower than 0·70 in 26% of all fingers and in 57·5% of those with ulcers. A strong association was found between a low FBPI and the presence of digital ulcers, even after adjusting for capillaroscopic pattern, ulcer location and the patient himself. CONCLUSION: These results confirm the importance of digital arterial disease in the pathogenesis of digital ulcers of systemic sclerosis, which is independent from the microangiopathy. FBPI measurements complement the information provided by capillaroscopy and might have an important predictive value for subsequent digital ulcers.

Dysbiosis and diabetic foot ulcers: A metabolic perspective of Staphylococcus aureus infection.

Staphylococcus aureus (S. aureus) infection is the most prevalent and resistant bacterial infection, posing a worldwide health risk. Compared with healthy people, diabetes patients with weak immune function and abnormal metabolism are more vulnerable to bacterial infection, which aggravates the intensity of infection and causes a series of common and dangerous complications, such as diabetes foot ulcer (DFU). Due to metabolic abnormalities of diabetic patients, S. aureus on the skin surface of DFU transitions from a commensal to an invasive infection. During this process, S. aureus resists a series of unfavorable conditions for bacterial growth by altering energy utilization and metabolic patterns, and secretes various virulence factors, causing persistent infection. With the emergence of multiple super-resistant bacteria, antibiotic treatment is no longer the only treatment option, and developing new drugs and therapies is urgent. Regulating the metabolic signaling pathway of S. aureus plays a decisive role in regulating its virulence factors and impacts adjuvant therapy for DFU. This article focuses on studying the impact of regulating metabolic signals on the virulence of S. aureus from a metabolism perspective. It provides an outlook on the future direction of the novel development of antimicrobial therapy.

A study of social isolation in patients with varicose veins of the lower extremities: A scoping review.

OBJECTIVES: To undertake a scoping review of the literature on social alienation in patients with lower extremity varicose veins in order to serve as a reference for future studies in the field. METHODS: With a focus on the phenomenon of social alienation in patients with varicose veins of the lower extremities, a systematic search of Chinese and English databases was carried out using the scoping review methodology as a framework. The included literature was summarized and analyzed with a time frame from database construction to June 24, 2024. RESULTS: A total of 15 publications were included, demonstrating that social alienation is a frequent occurrence in people with varicose veins of the lower extremities but has not yet received much attention. In individuals with varicose veins of the lower limbs, demographic factors, illness issues, psychological problems, and social factors are the key influences on social alienation. CONCLUSION: Social alienation is a common phenomenon that is unevenly distributed in patients with varicose veins of the lower leg and is influenced by a number of different circumstances. In order to better meet the social needs of patients, healthcare professionals should pay attention to the issue of social alienation in patients with varicose veins of the lower extremity, identify and implement intervention strategies quickly, and actively explore a new model of treatment and care for social alienation.

Histopathological and biochemical evaluation of the protective efficacy of Prunus spinosa L. extract in a rat model of indomethacin-induced gastric ulcer.

Objectives: Some species of Prunus L. are popularly used to treat gastric ulcers. However, the possible healing mechanisms of the anti-ulcer activity of P. spinosa, which has proven antioxidant, anti-inflammatory, and wound-healing properties, are unclear. Materials and Methods: Ethanol extracts of P. spinosa fruits were administered orally at 100 mg/kg and 200 mg/kg to Wistar albino rats, with an indomethacin-induced gastric ulcer model. The ulcerous areas on the stomach surface were examined macroscopically. Tissues were examined histopathologically and biochemically. LC-HRMS revealed the phytochemical content. Results: TNF-α, IL-6, IL-1ß, IL-8, and NF-kB levels were higher in the gastric ulcer group than in the extract groups. The VEGF values did not differ in each group. A significant difference was found between the lansoprazole group and the high-dose P. spinosa group regarding PGE2 levels. A histopathologically significant difference was observed between the healthy group and the indomethacin-applied groups in terms of neutrophilic infiltration of the gastric mucosa. Ascorbic acid (1547.521 µg/g), homoprotocatechuic acid (1268.217 µg/g), and genistein (1014.462 µg/g) were found as the main compounds in the P. spinosa extract by LC-HRMS. Conclusion: Our results demonstrated that P. spinosa protected the gastric mucosa from inflammation and also modulated the PGE2 pathway. When considered in terms of TNF-α, IL-1ß, IL-8, IL-6, PGE2, and NF-kB values, it can be concluded that it has a similar or even more positive effect than the reference substance. P. spinosa showed its effects in a dose-dependent manner.

Enhancing diabetic foot ulcer prediction with machine learning: A focus on Localized examinations.

Background: diabetices foot ulcer (DFU) are serious complications. It is crucial to detect and diagnose DFU early in order to provide timely treatment, improve patient quality of life, and avoid the social and economic consequences. Machine learning techniques can help identify risk factors associated with DFU development. Objective: The aim of this study was to establish correlations between clinical and biochemical risk factors of DFU through local foot examinations based on the construction of predictive models using automated machine learning techniques. Methods: The input dataset consisted of 566 diabetes cases and 50 DFU risk factors, including 9 local foot examinations. 340 patients with Class 0 labeling (low-risk DFU), 226 patients with Class 1 labeling (high-risk DFU). To divide the training group (consisting of 453 cases) and the validation group (consisting of 113 cases), as well as preprocess the data and develop a prediction model, a Monte Carlo cross-validation approach was employed. Furthermore, potential high-risk factors were analyzed using various algorithms, including Bayesian BYS, Multi-Gaussian Weighted Classifier (MGWC), Support Vector Machine (SVM), and Random Forest Classifier (RF). A three-layer machine learning training was constructed, and model performance was estimated using a Confusion Matrix. The top 30 ranking feature variables were ultimately determined. To reinforce the robustness and generalizability of the predictive model, an independent dataset comprising 248 cases was employed for external validation. This validation process evaluated the model's applicability and reliability across diverse populations and clinical settings. Importantly, the external dataset required no additional tuning or adjustment of parameters, enabling an unbiased assessment of the model's generalizability and its capacity to predict the risk of DFU. Results: The ensemble learning method outperformed individual classifiers in various performance evaluation metrics. Based on the ROC analysis, the AUC of the AutoML model for assessing diabetic foot risk was 88.48 % (74.44-97.83 %). Other results were found to be as follows: 87.23 % (63.33 %-100.00 %) for sensitivity, 87.43 % (70.00 %-100.00 %) for specificity, 87.33 % (76.66 %-95.00 %) for accuracy, 87.69 % (75.00 %-100.00 %) for positive predictive value, and 87.70 % (71.79 %-100.00 %) for negative predictive value. In addition to traditional DFU risk factors such as cardiovascular disorders, peripheral artery disease, and neurological damage, we identified new risk factors such as lower limb varicose veins, history of cerebral infarction, blood urea nitrogen, GFR (Glomerular Filtration Rate), and type of diabetes that may be related to the development of DFU. In the external validation set of 158 samples, originating from an initial 248 with exclusions due to missing labels or features, the model still exhibited strong predictive accuracy. The AUC score of 0.762 indicated a strong discriminatory capability of the model. Furthermore, the Sensitivity and Specificity values provided insights into the model's ability to correctly identify both DFU cases and non-cases, respectively. Conclusion: The predictive model, developed through AutoML and grounded in local foot examinations, has proven to be a robust and practical instrument for the screening, prediction, and diagnosis of DFU risk. This model not only aids medical practitioners in the identification of potential DFU cases but also plays a pivotal role in mitigating the progression towards adverse outcomes. And the recent successful external validation of our DFU risk prediction model marks a crucial advancement, indicating its readiness for clinical application. This validation reinforces the model's efficacy as an accessible and reliable tool for early DFU risk assessment, thereby facilitating prompt intervention strategies and enhancing overall patient outcomes.

A human model of Buruli ulcer: Provisional protocol for a Mycobacterium ulcerans controlled human infection study.

Critical knowledge gaps have impeded progress towards reducing the global burden of disease due to Mycobacterium ulcerans, the cause of the neglected tropical disease Buruli ulcer (BU). Development of a controlled human infection model of BU has been proposed as an experimental platform to explore host-pathogen interactions and evaluate tools for prevention, diagnosis, and treatment. We have previously introduced the use case for a new human model and identified M. ulcerans JKD8049 as a suitable challenge strain. Here, we present a provisional protocol for an initial study, for transparent peer review during the earliest stages of protocol development. Following simultaneous scientific peer review and community/stakeholder consultation of this provisional protocol, we aim to present a refined protocol for institutional review board (IRB) evaluation.

This paper describes a provisional clinical protocol for the pilot human challenge model of Mycobacterium ulcerans infection, which causes the skin disease 'Buruli ulcer' (BU). BU is typically painless and begins as a small area of redness or swelling, and is curable with antibiotics. If the diagnosis is delayed, it can result in large ulceration and disability. Side effects from antibiotics are common but rarely severe; nevertheless, preventative strategies, such as vaccination, are urgently needed. The overarching project, known as 'MuCHIM', aims to establish a safe and acceptable controlled human challenge model (CHIM) of this disease in healthy volunteers in Melbourne, Australia. This pilot protocol primarily aims to establish that it is safe and acceptable to participants, and secondarily to confirm successful establishment of infection and the infection rate amongst participants. We also aim to test less invasive diagnostic tests, assess immune responses to infection, to understand changes in the human microbiome during the trial, and explore microbiological characteristics of M. ulcerans infection. If this pilot is successful, we hope to test vaccines and other therapeutics using this model, which could blunt or reduce the rising incidence of this disease in Australia, while further informing vaccine development research.