RESUMO
Cases of herpes zoster (HZ) in patients with MS on natalizumab (NTZ) have been documented. In this study, we assessed lymphocyte subsets in NTZ-treated patients with HZ compared to matched controls without HZ. Twenty unvaccinated patients developed HZ while on NTZ for an incidence rate of 12.3 per 1000 patient-years. These patients had lower CD8+% and higher CD4+:CD8+ ratios (p ⩽ 0.01) than non-HZ matched controls. Two patients with relapsing-remitting MS developed HZ twice while on NTZ. These findings underscore the importance of pre-NTZ HZ vaccination due to potential HZ risk.
RESUMO
BACKGROUND: Dimethyl fumarate (DMF) depletes CD8+ and CD4+ T cells, and cases of herpes zoster (HZ) in patients with multiple sclerosis (MS) on DMF have been documented. OBJECTIVES: To evaluate lymphocyte subsets in patients with MS who developed HZ on DMF (Tecfidera) compared to matched controls who did not develop HZ. METHODS: We used linear mixed-effects models to test for differences in white blood cell count, lymphocyte percentage, absolute lymphocyte count, CD3+ percentage, absolute CD3+ count, CD4+ percentage, absolute CD4+ count, CD8+ percentage, absolute CD8+ count, and CD4+:CD8+ ratio over time in HZ and non-HZ groups. RESULTS: Eighteen patients developed HZ while on DMF. The linear mixed-effects model for CD4+:CD8+ ratio showed a significant difference between the HZ and non-HZ groups (p = 0.033). CD4+:CD8+ ratio decreased over time in the HZ group and increased over time in the non-HZ group. CONCLUSION: Patients with MS who develop HZ while on DMF have high CD4+:CD8+ ratios, suggesting an imbalance of CD4+ and CD8+ cells that may put a patient at risk for developing HZ while on DMF. This result emphasizes the need for lymphocyte subset monitoring (including CD4+:CD8+ ratios) on DMF, as well as vaccination prior to DMF initiation.
Assuntos
Herpes Zoster , Esclerose Múltipla , Humanos , Fumarato de Dimetilo/uso terapêutico , Esclerose Múltipla/complicações , Esclerose Múltipla/tratamento farmacológico , Imunossupressores/uso terapêutico , Contagem de Linfócitos , Linfócitos T CD8-Positivos , Linfócitos T CD4-PositivosRESUMO
Purpose: Machine learning (ML) and deep learning (DL) can be utilized in radiology to help diagnosis and for predicting management and outcomes based on certain image findings. DL utilizes convolutional neural networks (CNN) and may be used to classify imaging features. The objective of this literature review is to summarize recent publications highlighting the key ways in which ML and DL may be applied in radiology, along with solutions to the problems that this implementation may face. Material and methods: Twenty-one publications were selected from the primary literature through a PubMed search. The articles included in our review studied a range of applications of artificial intelligence in radiology. Results: The implementation of artificial intelligence in diagnostic and interventional radiology may improve image analysis, aid in diagnosis, as well as suggest appropriate interventions, clinical predictive modelling, and trainee education. Potential challenges include ethical concerns and the need for appropriate datasets with accurate labels and large sample sizes to train from. Additionally, the training data should be representative of the population to which the future ML platform will be applicable. Finally, machines do not disclose a statistical rationale when expounding on the task purpose, making them difficult to apply in medical imaging. Conclusions: As radiologists report increased workload, utilization of artificial intelligence may provide improved outcomes in medical imaging by assisting, rather than guiding or replacing, radiologists. Further research should be done on the risks of AI implementation and how to most accurately validate the results.
RESUMO
BACKGROUND: Patients with traumatic brain injury, cerebral edema, and severe hyponatremia require rapid augmentation of serum sodium levels. Three percent sodium chloride is commonly used to normalize or augment serum sodium level, yet there are limited data available concerning the most appropriate route of administration. Traditionally, 3% sodium chloride is administered through a central venous catheter (CVC) due to the attributed theoretical risk of phlebitis and extravasation injuries when hyperosmolar solution is administered peripherally. CVCs are associated with numerous complications, including arterial puncture, pneumothorax, infection, thrombosis, and air embolus. Peripherally infused 3% sodium chloride may bypass these concerns. AIMS: To explore the evidence for peripherally infused 3% sodium chloride and to implement the findings. METHODS: The Iowa Model of Evidence-Based Practice (EBP) was used to guide the project. A multidisciplinary team was established, and they developed an evidence-based protocol for the administration of 3% sodium chloride using peripheral intravenous catheters (PIVs), identified potential barriers to implementation, and developed targeted education to implement this practice change in a large academic medical center. RESULTS: Of the 103 patients in this project, only three (2.9%) identified adverse events. Two were associated with continuous infusions, and one was associated with a bolus infusion. LINKING ACTION TO EVIDENCE: This is the first study to describe a multidisciplinary protocol development and implementation process for the administration of 3% sodium chloride peripherally. Utilizing a multidisciplinary team is critical to the success of an EBP project. Implementing an evidence-based PIV protocol with stringent monitoring criteria for the administration of 3% sodium chloride has the potential to reduce adverse events related to CVC injury.
Assuntos
Solução Salina Hipertônica/administração & dosagem , Administração Intravenosa , Adulto , Idoso , Idoso de 80 Anos ou mais , Cateterismo Periférico/métodos , Cateterismo Periférico/estatística & dados numéricos , Feminino , Guias como Assunto , Humanos , Masculino , Pessoa de Meia-Idade , Desenvolvimento de Programas/métodos , Solução Salina Hipertônica/uso terapêuticoRESUMO
BACKGROUND: Endometriosis (EMS) is pain syndrome in which endometrial tissue grows outside the uterus. EMS is associated with an increased risk of multiple sclerosis (MS), a demyelinating disease of the central nervous system. OBJECTIVE: To characterize clinical phenotypes of a cohort of patients with both EMS and MS compared to a cohort of matched controls with only MS. METHODS: We retrospectively identified patients with EMS and MS at Beth Israel Deaconess Medical Center (BIDMC). We collected data on EMS treatments and analyzed differences in histories of gynecological cancer, smoking, fatigue, anxiety, depression, headache, and neuropathic pain compared to matched controls. We used Wilcoxon signed rank tests for paired samples to compare Expanded Disability Status Scores (EDSS) and timed 25-foot walk values (T25FW). RESULTS: Using a case-control methodology, we found significantly increased EDSS (p < 0.001) and T25FW (p = 0.01) in the EMS-MS group compared to the MS group. More patients in the EMS-MS group had histories of smoking, anxiety, depression, and headaches, while more patients in the MS group had histories of fatigue and neuropathic pain. CONCLUSION: When controlling for age, race, and MS therapy, those with EMS-MS experience more MS disability than controls, suggesting this population requires more monitoring and efficacious treatment.
Assuntos
Endometriose , Esclerose Múltipla , Neuralgia , Feminino , Humanos , Esclerose Múltipla/complicações , Esclerose Múltipla/epidemiologia , Estudos de Coortes , Estudos Retrospectivos , Endometriose/complicações , Endometriose/epidemiologia , Fadiga/etiologia , Fadiga/complicações , Progressão da Doença , Neuralgia/epidemiologia , Neuralgia/complicações , Avaliação da DeficiênciaRESUMO
BACKGROUND: Diroximel fumarate (DRF) and dimethyl fumarate (DMF) are similar disease-modifying therapies (DMTs) that reduce disease activity in patients with relapsing-remitting multiple sclerosis (MS). We expect that patients on DRF would experience a similar incidence and severity of lymphopenia, given that it is a well-documented side effect of DMF treatment. METHODS: We utilized linear mixed-effects models to test for differences in white blood cell count (WBC), absolute lymphocyte count (ALC), absolute CD3+ count, absolute CD4+ count, and absolute CD8+ count over time in clinically stable patients with MS on DMF who switched to DRF. RESULTS: Twenty-two patients with MS who were clinically stable on DMF switched to DRF. Linear mixed-effects models showed a decrease in ALC when switching medications (ß = -225.70, p < 0.040). In addition, the models showed a decrease in absolute CD8+ counts after switches from DMF to DRF (ß = -85.59, p = 0.034). CONCLUSION: Patients with MS who are stable on DMF and switch to DRF may experience worsening of lymphopenia and lower absolute CD8+ counts, which may increase their risk of opportunistic infections. These findings indicate that close lymphocyte subset monitoring is clinically important when switching patients with MS from DMF to DRF.
Assuntos
Fumarato de Dimetilo , Imunossupressores , Linfopenia , Esclerose Múltipla Recidivante-Remitente , Humanos , Fumarato de Dimetilo/efeitos adversos , Linfopenia/induzido quimicamente , Feminino , Masculino , Adulto , Imunossupressores/efeitos adversos , Esclerose Múltipla Recidivante-Remitente/tratamento farmacológico , Pessoa de Meia-Idade , Contagem de Linfócitos , Substituição de MedicamentosRESUMO
BACKGROUND: Obesity and lower vitamin D levels are associated with adverse outcomes in multiple sclerosis (MS). Bariatric surgery is a safe intervention in patients with MS, although it lowers vitamin D levels in the general population. OBJECTIVE: To investigate the effects of bariatric surgery on vitamin D levels and interrogate risk factors for unsuccessful post-operative weight loss in patients with MS. METHODS: We retrospectively identified patients with MS who underwent bariatric surgery from 2001 to 2023. Wilcoxon signed rank tests for paired samples were used to compare pre- and post-operative body mass index (BMI), expanded disability status scale (EDSS), timed 25-foot walk (T25FW), and median vitamin D values. RESULTS: Following bariatric surgery, patients with MS had a decrease in BMI (mean percent total weight loss of 18.4 %, range 0-38 %, p < 0.001) and an increase in vitamin D values (mean increase of 23 ng/mL, range -4-32 ng/mL, p < 0.001), while no change in EDSS or T25FW was seen. Four out of 20 patients did not lose more than 5 % of their pre-operative BMI, all of whom had chronic pain syndromes and were on gabapentin. CONCLUSION: Healthy vitamin D levels are attainable following bariatric surgery in patients with MS.
Assuntos
Cirurgia Bariátrica , Dor Crônica , Esclerose Múltipla , Humanos , Vitamina D , Esclerose Múltipla/complicações , Esclerose Múltipla/cirurgia , Estudos Retrospectivos , Redução de PesoRESUMO
Currently, there is a multitude of methods for evaluating the costs and benefits of programs, tools, etc. While cost-benefit analysis (CBA) is commonly used, cost-effectiveness analysis (CEA) is a more appropriate method of evaluation in clinical contexts, such as radiology practices, as CEAs use units such as life years gained as opposed to money (as is the case for CBAs). This review examines CEAs performed within the past 15 years to highlight their applications and key findings in the context of medical imaging. In total, 20 articles published between 2006 and 2022 were identified using a PubMed search for keywords including "cost-effectiveness analysis," "breast cancer," and "medical imaging," with studies lacking a substantial discussion of CEA or a related topic being excluded. CEAs have traditionally been criticized for lack of a standard methodology, despite their utility in the detection and treatment of various pathologies. Although mammography and magnetic resonance imaging (MRI) are the preferred and cost-effective imaging modalities for breast cancer, other imaging modalities, such as contrast-enhanced mammography and digital breast tomosynthesis, may be more cost-effective in the appropriate clinical context. Different combinations of mammography and MRI screenings for certain breast cancers may also prove to be more cost-effective compared to current mammography/MRI screening schedules. While CEA has shown potential utility in estimating the costs (per unit of health gained) of different imaging tools, CEA risks ignoring important outcomes not included in the analysis and cannot address if the benefits of the imaging tool exceed its costs, as a CBA would, suggesting the need for combining several economic evaluations for a more complete understanding.
RESUMO
The essential role of the autopsy is seen in its contributions to medical care, scientific research, and family counseling. Major contributions are also noted in forensic pathology as a means to determine cause-of-death for legal and medical experts. However, autopsy acceptance rates are quite low due to an array of reasons including delayed burials, faith, and moral burdening. Thus, non-invasive post-mortem imaging strategies are becoming increasingly popular. The objective of this literature review is to evaluate the strengths and weaknesses of numerous post-mortem imaging modalities and consider their benefits over the traditional autopsy. The need for expertise in image interpretation for pediatric and perinatal cases is also discussed. A variety of publications, totaling 32 pieces, were selected from available literature on the basis of relevance. These articles studied various perinatal and pediatric post-mortem imaging strategies and their applications in clinical practice. Key strategies include post-mortem MRI, post-mortem CT, fetal post-mortem sonography, post-mortem computed tomographic angiography, and three-dimensional surface scanning. There is a general consensus that no standard model for post-mortem imaging currently exists in the United States and European countries. Amongst the imaging modems studied, post-mortem MRI has been acknowledged to show the greatest promise in diagnostic accuracy for fetal age groups. Most studies demonstrated that post-mortem CT had limited use for autopsy. Post-mortem imaging strategies for autopsy have high potential given their minimal invasiveness and increasing popularity. Furthermore, it is vital to crafting a global standard procedure for post-mortem imaging for prenatal, perinatal, and pediatric cases to better understand the cause of death, decomposition factors, and effects in-utero, and to provide an alternative to traditional autopsy.
RESUMO
Introduction: Despite being a life-preserving medical treatment, the demands of haemodialysis are a significant impost on individuals, posing considerable burdens on their work, vocational activities and involvement with family and community. In our region, patients who have had to relocate considerable distances to a regional city for dialysis, and First Nations people, are less likely to attend all scheduled dialysis sessions. Virtual reality (VR) has been shown to improve engagement with care of people on haemodialysis.This manuscript describes the protocol for a cross-over randomised controlled trial (RCT) that will explore the impact of an immersive VR experience for patients attending a northern Queensland, Australia, haemodialysis service. Methods: The design is a crossover RCT, with 8 clusters according to haemodialysis location and schedule. Clusters (5 participants in each) will be randomized by computer program. Participants in the trial will be patients who undergo haemodialysis three times/week at one of two dialysis units. During the 4-week intervention period (12 haemodialysis sessions), participants will be provided a headset with vision representative of the natural environment, and with audio. The 4-week control period will comprise usual activities, such as watching television, reading and sleeping. Outcomes will be measured by participants': attendance at scheduled dialysis sessions; adherence to lifestyle modifications; wellbeing, anxiety and depression; acceptability and usability of VR; and adverse events such as nausea. The feasibility and acceptability of the intervention from clinicians' perspectives will also be explored. Discussion: If this VR intervention is feasible, then participants may engage more with haemodialysis regimens and self-care in this very clinical environment. Trial registration: ACTRN12621000732886.
RESUMO
The definition of recurrence includes the following: any headache occurring after a headache-free state at 2 hours and within 24 hours after intake of drug; a headache that has never been studied systematically; a headache that may not be an outcome of drug treatment; a headache that may be due to the inherent nature of migraine and individual patient characteristics such as duration of attack; and headache for which effective treatment may be a re-dose of the initial medication or addition of steroidal or nonsteroidal anti-inflammatory medications.