Articles: treatment.
-
Epithelial ovarian cancer is a significant global health issue among women. Diagnosis and treatment pose challenges due to difficulties in predicting patient responses to therapy, primarily stemming from gaps in understanding tumor chemoresistance mechanisms. Recent advancements in transcriptomic technologies like single-cell RNA sequencing and spatial transcriptomics have greatly improved our understanding of ovarian cancer intratumor heterogeneity and tumor microenvironment composition. ⋯ Studies investigating the spatial distribution of gene expression in ovarian cancer masses have identified specific features that impact prognosis and therapy outcomes. Emerging evidence suggests that specific spatial patterns of tumor cells and their immune and non-immune microenvironment significantly influence therapy response, as well as the behavior and progression of primary tumors and metastatic sites. The importance of spatially contextualizing ovarian cancer transcriptomes is underscored by these findings, which will advance our understanding and therapeutic approaches for this complex disease.
-
Critical care medicine · Nov 2024
ReviewMachine Learning Tools for Acute Respiratory Distress Syndrome Detection and Prediction.
Machine learning (ML) tools for acute respiratory distress syndrome (ARDS) detection and prediction are increasingly used. Therefore, understanding risks and benefits of such algorithms is relevant at the bedside. ARDS is a complex and severe lung condition that can be challenging to define precisely due to its multifactorial nature. ⋯ This detection and prediction could be crucial for timely interventions, diagnosis and treatment. In summary, leveraging ML for the early prediction and detection of ARDS in ICU patients holds great potential to enhance patient care, improve outcomes, and contribute to the evolving landscape of precision medicine in critical care settings. This article is a concise definitive review on artificial intelligence and ML tools for the prediction and detection of ARDS in critically ill patients.
-
The COVID-19 epidemic has become a major international health emergency. Millions of people have died as a result of this phenomenon since it began. Has there been any successful pharmacological treatment for COVID-19 since the initial report on the virus? How many searches are undertaken to address the impact of the infection? What is the number of drugs that have undergone investigation? What are the mechanisms of action and adverse effects associated with the investigated pharmaceuticals used to treat COVID-19? Has the Food and Drug Administration (FDA) approved any medication to treat COVID-19? To date, our understanding is based on a restricted corpus of published investigations into the treatment of COVID-19. ⋯ Our insights suggest a multifaceted approach incorporating these therapies can significantly improve patient outcomes. Repurposing drugs has been critical in rapidly responding to COVID-19, allowing existing medications to be used in new ways to combat the virus. Combination therapies and further research are essential to optimize treatment strategies.
-
Chronic wounds on the leg (below the knee) are called leg ulcers. They have many causes, and thus patients with leg ulcers are treated by many different kinds of medical specialist. Appproximately 80% of sufferers have chronic venous insufficiency (CVI) and/or peripheral arterial occlusive disease (PAOD). Knowledge of the relevant differential diagnoses is important for appropriate treatment, particularly for patients with atypical findings or an intractable course. ⋯ A timely differential-diagnostic evaluation for the many diseases that can cause leg ulcers, which require treatment from representatives of many different medical specialties and health professions, is a prerequisite for their effective individualized treatment.
-
Randomized Controlled Trial Multicenter Study
European randomized controlled trial evaluating differential target multiplexed spinal cord stimulation and conventional medical management in subjects with persistent back pain ineligible for spine surgery: 24-month results.
Differential target multiplexed spinal cord stimulation (DTM SCS) was shown to be superior to conventional SCS for treating chronic low back pain (CLBP) in subjects with persistent spinal pain syndrome with previous spinal surgery (PSPS-T2) or ineligible for it (PSPS-T1). This study reports 24-month efficacy and safety of DTM SCS vs. conventional medical management (CMM) in PSPS-T1 subjects across four European countries. ⋯ This randomized controlled trial shows that Differential Target Multiplexed SCS (DTM SCS) is an effective and safe long-term treatment for PSPS type 1 patients suffering from axial low back pain with or without leg pain and who are ineligible for spinal surgery. Currently, CMM treatments are their only option and provide limited benefits. Besides superior pain relief, DTM SCS provides significant improvements in functional disability, quality of life, high levels of satisfaction and perceived impression of change.