An Individualized Multi-Modal Approach for Detection of Medication "Off" Episodes in Parkinson's Disease via Wearable Sensors.

The primary treatment for Parkinson's disease (PD) is supplementation of levodopa (L-dopa). With disease progression, people may experience motor and non-motor fluctuations, whereby the PD symptoms return before the next dose of medication. Paradoxically, in order to prevent wearing-off, one must take the next dose while still feeling well, as the upcoming off episodes can be unpredictable. Waiting until feeling wearing-off and then taking the next dose of medication is a sub-optimal strategy, as the medication can take up to an hour to be absorbed. Ultimately, early detection of wearing-off before people are consciously aware would be ideal. Towards this goal, we examined whether or not a wearable sensor recording autonomic nervous system (ANS) activity could be used to predict wearing-off in people on L-dopa. We had PD subjects on L-dopa record a diary of their on/off status over 24 hours while wearing a wearable sensor (E4 wristband®) that recorded ANS dynamics, including electrodermal activity (EDA), heart rate (HR), blood volume pulse (BVP), and skin temperature (TEMP). A joint empirical mode decomposition (EMD) / regression analysis was used to predict wearing-off (WO) time. When we used individually specific models assessed with cross-validation, we obtained > 90% correlation between the original OFF state logged by the patients and the reconstructed signal. However, a pooled model using the same combination of ASR measures across subjects was not statistically significant. This proof-of-principle study suggests that ANS dynamics can be used to assess the on/off phenomenon in people with PD taking L-dopa, but must be individually calibrated. More work is required to determine if individual wearing-off detection can take place before people become consciously aware of it.

Evaluating the correlation between migraine and subclinical atherosclerosis.

BACKGROUNDS AND AIMS: Migraine is known to be associated with vascular dysfunction. However, sufficient evidence has not been reported in this regard. This study aims to assess subclinical atherosclerosis and endothelial function via Doppler Sonography in migraine patients. METHODS: In this case control study, Subjects were divided into two groups; Patients with migraine, and Healthy controls. Migraine was diagnosed according to the International Classification of Headache Disorders criteria. Participants were evaluated for carotid intima-media thickness (IMT) and flow-mediated dilation (FMD) indices, and the findings were compared between the two groups. RESULTS: In the study population, 64.9 % were female, and the mean age was 34.63 ± 6.06 years. Of the 47 people with migraine, 12 suffered from migraine with aura. Increased IMT was more in migraine with and without aura compared to control (p = 0.247), and FMD was lower in these groups than the control group (p = 0.311). There was a significant correlation between the duration of headache with the duration of migraine (p = 0.007, 0.389) and IMT (p = 0.038, 0.303). No statistically significant differences were observed between NSAID, acetaminophen, and ergotamine groups with IMT (p = 0.532) and FMD (p = 0.834). CONCLUSION: Migraine and its related medications do not affect vascular changes in favor of atherosclerosis. However, these findings might be valid for patients with acute migraines only.

Impact of COVID-19 on Neuropsychiatric Disorders.

Since the Coronavirus disease 2019 (COVID-19) pandemic, caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), many studies have shown that besides common COVID-19 symptoms, patients may develop various neuropsychiatric conditions including anxiety, mood disorders, psychosis, neurodegenerative diseases (e.g., dementia), insomnia, and even substance abuse disorders. COVID-19 can also worsen the patients underlying neuropsychiatric and neurodevelopmental conditions during or after the system phase of disease. In this review, we discuss the impact of SARS-CoV-2 infection on development or status of neuropsychiatric conditions during or following COVID-19.

An assessment on the use of infra-scanner for the diagnosis of the brain hematoma in head trauma.

PURPOSE: Timely identification and treatment of intracranial hematomas in patients with brain injury is essential for successful treatment. This study evaluates Infra-scanner as a handy medical screening tool for diagnosing, on-site, cerebral hematomas in patients with head injury. MATERIALS AND METHODS: Patients referred to the emergency department of university hospitals with mild to moderate brain trauma, up to 12 h from injury were included. NIR sensors of infra-scan device were placed on the right and left frontal, temporal, peritoneal and occipital parts of the head and light absorption was recorded. Positive or negative cerebral hemorrhage cases were compared with contrast-enhanced CT scan results as the gold standard. Diagnostic parameters of the device and cases related to bleeding were analyzed and reported. RESULTS: A total of 300 patients were studied. Sensitivity of the infrasound scanner in the Iranian study population was 94.8 (95% CI: 88% -100) and its specificity was 86.9 (95% CI: 79% -99% 99). Negative predictive value (NPV) was 90.3% and positive predictive value (PPV) was 92.9%. Sensitivity in men (95.7%) (95%CI, 90% -1) was more than women (95% CI, 81% -99%)90%. At the ages of less than 36 years, sensitivity (95.3%) and specificity (87.1%) were more than sensitivity (94.4%) and specificity (86.5%) over 36 years old. If the test had been performed in less than / equal to two hours from trauma, the sensitivity (94.9%) and the specificity (92%) were greater than the sensitivity (94.6%) and the specificity (75%) during when the scan had been performed in more than two hours from trauma. In general, in extra-axial bleeding including EDH, SAH, SDH, the sensitivity was 95.1% and the specificity was 84.5%, while in intra-axial bleeding, including ICH and IVH, the sensitivity was lower (93.9%) and the specificity was 91.7. The sensitivity of the device in detecting bleeding in the occipital lobe (95.8%) was higher than other brain lobes. CONCLUSION: This study shows that Infra-scanner is useful in initial examination and screening of patients with head injury and can be used as an adjunct to a CT scan or when not available and may allow earlier treatment which reduce the secondary damage to the hematoma.

Comparison of Doppler Ultrasound and Digital Subtraction Angiography in extracranial stenosis.

OBJECTIVE: Evaluating the degree of extracranial stenosis is important in predicting the risk of cerebrovascular events and to assess if the patient can benefit from any intervention. Non-invasive methods, like Doppler Ultrasonography (DUS) are preferred to invasive methods such as Digital Subtraction Angiography (DSA). METHODS: In this retrospective study, the level of agreement between DUS and DSA regarding the degree of stenosis of Internal Carotid Arteries (ICAs) and Vertebral Arteries (VAs) was assessed. The degree of ICA stenosis was classified into 5 groups. DSA was assumed as the gold standard. VA stenosis was classified into two groups of more or less than 50% stenosis. RESULTS: A total of 428 ICAs were assessed. Based on DSA results, DUS could estimate the degree of arterial stenosis in groups of 0-15% stenosis and 100% stenosis most accurately, and the least accuracy was in groups of 50-69% and 70-99% stenosis. The overall agreement between DUS and DSA in the classified ICA stenosis was moderate (Weighted Kappa = 0.565, P < 0.001). Also, the agreement of DUS and DSA when classifying ICA stenosis into two groups of above and below 50%, was moderate (Kappa = 0.583, P < 0.001). DUS was most sensitive and specific in the group of 100% stenosis (Sensitivity: 0.75 Specificity: 0.99) as well as the group of 1-15% stenosis (Sensitivity: 0.80 Specificity: 0.76). Also, DUS was least sensitive in group of 50-69% stenosis (Sensitivity: 0.11 Specificity: 0.94). Regarding VAS, 108 arteries were assessed and the agreement between DUS and DSA was fair (Kappa = 0.248, CI95 = -0.013 - 0.509, P < 0.01). CONCLUSIONS: DUS can be used as the first-line screening tool for detecting extra cranial arteries stenosis. The practicality of the DUS as a screening tool for extracranial VAs stenosis appears to be limited.

Short report: assessment of coping strategies in patients with neuromyelitis optica spectrum disorder (NMOSD) and multiple sclerosis.

Neuromyelitis optica spectrum disorder (NMOSD) and multiple sclerosis (MS) are disabling neurological diseases with significant emotional distresses. To better deal with these diseases, patients need to adopt coping strategies. Identifying coping strategies is important in our understanding of the disease burden and management. However, no one to the best of our knowledge has studied coping strategies in NMOSD patients worldwide. We performed this study to evaluate coping strategies in NMOSD and MS patients compared to healthy controls. We assessed coping strategies using Coping Orientation for Problem Experiences (COPE) inventory. Demographic and clinical characteristics were gathered as well. Thirty NMOSD patients, 76 MS patients, and 50 healthy controls were recruited. NMOSD and MS patients adopted acceptance and behavioral disengagement strategies more often compared to healthy control. Furthermore, NMOSD cases were more prone to using mental disengagement strategy. Both NMOSD and MS cases were less prone to substance use. In NMOSD group, patients with basic education had higher scores of focus on and venting emotions compared to those with advance education. No relationship between coping strategies and demographic and clinical characteristics was observed. We found almost similar patterns of coping in NMOSD and MS. NMOSD patients showed utilization of maladaptive coping strategies with more frequent use of mental and behavioral disengagement. We suggest a multidisciplinary approach to manage these patients.