Independent Component Analysis for Source Localization of EEG Sleep Spindle Components

Sleep spindles are bursts of sleep electroencephalogram (EEG) quasirhythmic activity within the frequency band of 11–16 Hz, characterized by progressively increasing, then gradually decreasing amplitude. The purpose of the present study was to process sleep spindles with Independent Component Analysis (ICA) in order to investigate the possibility of extracting, through visual analysis of the spindle EEG and visual selection of Independent Components (ICs), spindle “components” (SCs) corresponding to separate EEG activity patterns during a spindle, and to investigate the intracranial current sources underlying these SCs. Current source analysis using Low-Resolution Brain Electromagnetic Tomography (LORETA) was applied to the original and the ICA-reconstructed EEGs. Results indicated that SCs can be extracted by reconstructing the EEG through back-projection of separate groups of ICs, based on a temporal and spectral analysis of ICs. The intracranial current sources related to the SCs were found to be spatially stable during the time evolution of the sleep spindles

Insomnia and its correlates in a representative sample of the Greek population

<p>Abstract</p> <p>Background</p> <p>Insomnia is a major public health concern affecting about 10% of the general population in its chronic form. Furthermore, epidemiological surveys demonstrate that poor sleep and sleep dissatisfaction are even more frequent problems (10-48%) in the community. This is the first report on the prevalence of insomnia in Greece, a southeastern European country which differs in several socio-cultural and climatic aspects from the rest of European Community members. Data obtained from a national household survey (n = 1005) were used to assess the relationship between insomnia symptoms and a variety of sociodemographic variables, life habits, and health-related factors.</p> <p>Methods</p> <p>A self-administered questionnaire with questions pertaining to general health and related issues was given to the participants. The Short Form-36 (Mental Health subscale), the Athens Insomnia Scale (AIS) as a measure of insomnia-related symptoms, and the International Physical Activity Questionnaire (IPAQ) were also used for the assessment.</p> <p>Results</p> <p>The prevalence of insomnia in the total sample was 25.3% (n = 254); insomnia was more frequent in women than men (30.7% vs. 19.5%) and increased with age. Multiple regression analysis revealed a significant association of insomnia with low socio-economical status and educational level, physical inactivity, existence of a chronic physical or mental disease and increased number of hospitalizations in the previous year.</p> <p>Conclusions</p> <p>The present study confirms most findings reported from other developed countries around the world regarding the high prevalence of insomnia problems in the general population and their association with several sociodemographic and health-related predisposing factors. These results further indicate the need for more active interventions on the part of physicians who should suspect and specifically ask about such symptoms.</p

Epistasis between IL1A, IL1B, TNF, HTR2A, 5-HTTLPR and TPH2 Variations Does Not Impact Alcohol Dependence Disorder Features

We assessed a set of biological (HDL, LDL, SGOT, SGPT, GGT, HTc, Hb and T levels) and psychometric variables (investigated through HAM-D, HAM-A, GAS, Liebowitz Social Anxiety Scale, Mark & Mathews Scale, Leyton scale, and Pilowski scale) in a sample of 64 alcohol dependent patients, at baseline and after a detoxification treatment. Moreover, we recruited 47 non-consanguineous relatives who did not suffer alcohol related disorders and underwent the same tests. In both groups we genotyped 11 genetic variations (rs1800587; rs3087258; rs1799724; 5-HTTLPR; rs1386493; rs1386494; rs1487275; rs1843809; rs4570625; rs2129575; rs6313) located in genes whose impact on alcohol related behaviors and disorders has been hypothesized (IL1A, IL1B, TNF, 5-HTTLPR, TPH2 and HTR2A). We analyzed the epistasis of these genetic variations upon the biological and psychological dimensions in the cases and their relatives. Further on, we analyzed the effects of the combined genetic variations on the short – term detoxification treatment efficacy. Finally, being the only not yet investigated variation within this sample, we analyzed the impact of the rs6313 alone on baseline assessment and treatment efficacy. We detected the following results: the couple rs6313 + rs2129575 affected the Leyton -Trait at admission (p = 0.01) (obsessive-compulsive trait), whilst rs1800587 + 5-HTTLPR impacted the Pilowski test at admission (p = 0.01) (hypochondriac symptoms). These results did not survive Bonferroni correction (p ≤ 0.004). This lack of association may depend on the incomplete gene coverage or on the small sample size which limited the power of the study. On the other hand, it may reflect a substantial absence of relevance of the genotype variants toward the alcohol related investigated dimensions. Nonetheless, the marginal significance we detected could witness an informative correlation worth investigating in larger samples

New Pharmacological Agents to Aid Smoking Cessation and Tobacco Harm Reduction: What has been Investigated and What is in the Pipeline?

A wide range of support is available to help smokers to quit and aid attempts at harm reduction, including three first-line smoking cessation medications: nicotine replacement therapy, varenicline and bupropion. Despite the efficacy of these, there is a continual need to diversify the range of medications so that the needs of tobacco users are met. This paper compares the first-line smoking cessation medications to: 1) two variants of these existing products: new galenic formulations of varenicline and novel nicotine delivery devices; and 2) twenty-four alternative products: cytisine (novel outside of central and eastern Europe), nortriptyline, other tricyclic antidepressants, electronic cigarettes, clonidine (an anxiolytic), other anxiolytics (e.g. buspirone), selective 5-hydroxytryptamine (5-HT) reuptake inhibitors, supplements (e.g. St John’s wort), silver acetate, nicobrevin, modafinil, venlafaxine, monoamine oxidase inhibitors (MAOI), opioid antagonist, nicotinic acetylcholine receptors (nAChR) antagonists, glucose tablets, selective cannabinoid type 1 receptor antagonists, nicotine vaccines, drugs that affect gamma-aminobutyric acid (GABA) transmission, drugs that affect N-methyl-D-aspartate receptors (NMDA), dopamine agonists (e.g. levodopa), pioglitazone (Actos; OMS405), noradrenaline reuptake inhibitors, and the weight management drug lorcaserin. Six criteria are used: relative efficacy, relative safety, relative cost, relative use (overall impact of effective medication use), relative scope (ability to serve new groups of patients), and relative ease of use (ESCUSE). Many of these products are in the early stages of clinical trials, however, cytisine looks most promising in having established efficacy and safety and being of low cost. Electronic cigarettes have become very popular, appear to be efficacious and are safer than smoking, but issues of continued dependence and possible harms need to be considered

Substance use during the COVID-19 pandemic: What is really happening?

The COVID-19 pandemic is associated with increased levels of anxiety, fear, sadness, difficulty adjusting, symptoms of post-traumatic stress disorder and suicidality, both in the general population and specific subgroups. The presence of this type of psychopathology increases the risk of involvement with or worsens the use of addictive substances and alcohol as a maladaptive coping strategy.1 According to these data, people with substance use disorders are a population at high risk for COVID-19 infection and serious illness. Α large controlled retrospective case study in the US found that people with substance use disorders are significantly more vulnerable to COVID-19 and its complications (primarily those with opioid use disorder OR = 10.21 and with tobacco use disorder OR = 8.25), and that the course and outcome of the disease (hospitalization, death) was worse than in non-dependent individuals. The main culprits are increased physical co-morbidity (frequent respiratory and cardiovascular problems), poor health and living conditions, marginalization and difficulties in accessing health services. 2,3 Ιnternational epidemiological data during the first months of the pandemic regarding the use of addictive substances do not lead to safe conclusions. A cross-sectional online epidemiological study conducted on a sample of 36,538 adults from 21 European countries between April and July 2020 found an overall decrease in alcohol use, which was mainly attributed to the reduction of heavy episodic consumption, while at the same time an increase in alcohol consumption among people with severe alcohol use was recorded. Τhe use of cannabis and nicotine showed increasing trends, as well as the use of cocaine, but to a lesser extent, while the use of MDMA (ecstasy) showed a decrease.4 In a review of 45 cross-sectional studies conducted between December 2019 and November 2020, alcohol use was on the rise overall, despite geographical variations, as was the use of other addictive substances, cannabis in particular.5 It should be noted that those who increased alcohol use during quarantine were those exhibiting higher levels of negative emotionality mechanisms.6 In Greece, an online cross-sectional survey in April 2020 in the general population during the first lockdown showed a reduction in alcohol use (43.7\% of alcohol users reduced or quit), a reduction in cannabis (67.3\% quit), while 33.3\% increased nicotine use. These changes were attributed to the limitation of alcohol availability, social distancing, changes in daily routine and income reduction.7,8 Also, wastewater samples from Athens, analyzed by the Laboratory of Analytical Chemistry of EKPA, showed a significant increase in the use of cocaine (67\%), amphetamine (350\%) and methamphetamine (37\%), and a decrease in the use of MDMA (- 38\%) during the first lockdown, compared to the corresponding period of the previous year.9 Analysis of wastewater samples from other European cities &quot;suggest that levels of use of most drugs appear generally lower during the initial lockdowns, but then appear to bounce back once lockdown was lifted. A comparison with 2019 appears to suggest similar overall consumption of most drugs, and in several cities possibly even higher levels, based on this data source. Exceptions here appear to be MDMA and methamphetamine, two drugs for which the levels observed in 2020 appear lower in most of the participating cities&quot;.10,11 There were also changes in the locations of use of the substances, as with the periodic restrictions the use was transferred mainly at home and in open public spaces; in some cases, it was associated with increased intravenous use and cases of intoxication. Finally, intermittent difficulties in drug availability and trafficking have led users to search for other substances, increase experimentation and multidrug use, and make online purchases. In addition, there is concern about the increasing abuse of benzodiazepines, which are either diverted from therapeutic use or appear on the illicit market, often as new benzodiazepines.10,12 According to the European Monitoring Center for Drugs and Drug Addiction (EMCDDA), &quot;the drug market has been remarkably resilient to disruption caused by the pandemic&quot; … Drug trafficking has adapted to the new conditions with changes in routes and methods of trafficking, and by further enhancing the digital presence of the drug market… &quot;Any reductions in drug consumption seen during the initial lockdowns rapidly disappeared as social distancing measures were eased. In general terms, there appears to have been less consumer interest in drugs usually associated with recreational events, such as MDMA, and greater interest in drugs linked with home use. However, the easing of restrictions … during the summer was associated with a rebound in the levels of use&quot;. Also, &quot;survey data suggest that those using drugs occasionally prior to COVID-19 may have reduced or even ceased their use during the pandemic, but more-regular users may have increased their drug consumption&quot;.10 Measures taken to control the pandemic have reduced and modified the mental health and addiction treatment services provided. Although services have been adequately restored, there has initially been a 60\% reduction in the availability and provision of detoxification services in Europe.13 Live contact, mainly at group level, was significantly reduced or stopped altogether for a long period, as well as the frequency of individual appointments. Therapeutic programs sought to respond to the new conditions using technology and telemedicine, providing online group support and psychotherapy. Substitution treatment programs have become more flexible by providing long-term pharmaceutical substitutes (take home) to prevent users from moving. There have also been facilitations in prescribing by treating physicians. Thus, the addicts&apos; contact with the treatment process was maintained, but it was insufficient to meet their increased needs during this period. In conclusion, it should be noted that substance use appears to have an autonomous dynamism in relation to the pandemic and the consequent psychopathology, being in a &quot;loose&quot; causal relationship with it. Therefore, hasty and untimely generalizations should be avoided, and easy conclusions should not be drawn through extrapolations from previous socio-economic crises of different types or through partial spatiotemporal understandings, which are usually presented by the media in the form of negative alarming information

Memantine and NMDA antagonism for chronic migraine: A potentially novel therapeutic approach?

We present the case of a woman with chronic migraine who unexpectedly reported full remission of headache after memantine, an NMDA receptor antagonist, was administered for treating concomitant mild cognitive impairment. An underlying dose-dependent effect of memantine on headache symptoms in chronic daily headache and chronic migraine could be assumed