scholarly journals Hypoarousal non-stationary ADHD biomarker based on echo-state networks

2018 ◽  
Author(s):  
D. Ibanez-Soria ◽  
A. Soria-Frisch ◽  
J. Garcia-Ojalvo ◽  
Jacobo Picardo ◽  
Gloria García-Banda ◽  
...  

ABSTRACTAttention-Deficit Hyperactivity Disorder (ADHD) is a neurodevelopmental disorder characterized by inattention, hyperactivity and impulsivity. It is one of the most commonly diagnosed neurodevelopmental and psychiatric disorders of childhood and therefore presents a very high prevalence rate. However the high rate of ADHD misdiagnosis makes the discovery of neurophysiological ADHD biomarkers an important clinical challenge. This study proposes a novel non-stationary ADHD biomarker based on Echo State Networks to quantify EEG dynamical changes between low attention/arousal states (resting with eyes closed, or EC) and normal attention/arousal states (resting with eyes open, or EO). Traditionally, EEG biomarkers have revealed an increase in stationary power in the theta band along with a decrease in beta, with these frequencies largely accepted to be altered in the ADHD population. We successfully verify the hypothesis that measured differences between these two conditions are altered in the ADHD population. Statistically significant differences between a group of ADHD subjects and an aged-matched control population were obtained in theta and beta rhythms. Our network discriminates between EO/EC EEG regimes in the ADHDs better than in controls, suggesting that differences in EEG patterns between low and normal arousal/attention states are larger in the ADHD population.

Entropy ◽  
2021 ◽  
Vol 23 (4) ◽  
pp. 412
Author(s):  
Han-Ping Huang ◽  
Chang Francis Hsu ◽  
Yi-Chih Mao ◽  
Long Hsu ◽  
Sien Chi

Gait stability has been measured by using many entropy-based methods. However, the relation between the entropy values and gait stability is worth further investigation. A research reported that average entropy (AE), a measure of disorder, could measure the static standing postural stability better than multiscale entropy and entropy of entropy (EoE), two measures of complexity. This study tested the validity of AE in gait stability measurement from the viewpoint of the disorder. For comparison, another five disorders, the EoE, and two traditional metrics methods were, respectively, used to measure the degrees of disorder and complexity of 10 step interval (SPI) and 79 stride interval (SI) time series, individually. As a result, every one of the 10 participants exhibited a relatively high AE value of the SPI when walking with eyes closed and a relatively low AE value when walking with eyes open. Most of the AE values of the SI of the 53 diseased subjects were greater than those of the 26 healthy subjects. A maximal overall accuracy of AE in differentiating the healthy from the diseased was 91.1%. Similar features also exists on those 5 disorder measurements but do not exist on the EoE values. Nevertheless, the EoE versus AE plot of the SI also exhibits an inverted U relation, consistent with the hypothesis for physiologic signals.


Parasitology ◽  
2012 ◽  
Vol 139 (11) ◽  
pp. 1375-1424 ◽  
Author(s):  
J. P. DUBEY ◽  
E. G. LAGO ◽  
S. M. GENNARI ◽  
C. SU ◽  
J. L. JONES

SUMMARYInfections by the protozoan parasiteToxoplasma gondiiare widely prevalent in humans and animals in Brazil. The burden of clinical toxoplasmosis in humans is considered to be very high. The high prevalence and encouragement of the Brazilian Government provides a unique opportunity for international groups to study the epidemiology and control of toxoplasmosis in Brazil. Many early papers on toxoplasmosis in Brazil were published in Portuguese and often not available to scientists in English-speaking countries. In the present paper we review prevalence, clinical spectrum, molecular epidemiology, and control ofT. gondiiin humans and animals in Brazil. This knowledge should be useful to biologists, public health workers, veterinarians, and physicians. Brazil has a very high rate ofT. gondiiinfection in humans. Up to 50% of elementary school children and 50–80% of women of child-bearing age have antibodies toT. gondii. The risks for uninfected women to acquire toxoplasmosis during pregnancy and fetal transmission are high because the environment is highly contaminated with oocysts. The burden of toxoplasmosis in congenitally infected children is also very high. From limited data on screening of infants forT. gondiiIgM at birth, 5–23 children are born infected per 10 000 live births in Brazil. Based on an estimate of 1 infected child per 1000 births, 2649 children with congenital toxoplasmosis are likely to be born annually in Brazil. Most of these infected children are likely to develop symptoms or signs of clinical toxoplasmosis. Among the congenitally infected children whose clinical data are described in this review, several died soon after birth, 35% had neurological disease including hydrocephalus, microcephaly and mental retardation, 80% had ocular lesions, and in one report 40% of children had hearing loss. The severity of clinical toxoplasmosis in Brazilian children may be associated with the genetic characteristics ofT. gondiiisolates prevailing in animals and humans in Brazil.


2014 ◽  
Vol 8 (4) ◽  
pp. 323-329 ◽  
Author(s):  
Efraín Amaya Vargas ◽  
Ángela Magnolia Ríos Gallardo ◽  
Guillermo González Manrrique ◽  
Lina M. Murcia-Paredes ◽  
María Consuelo Angarita Riaño ◽  
...  

With the gradual increase in the life expectancy of the population due to scientific progress and public health at the service of society, the prevalence of dementia has been increasing at different rates worldwide. Currently, the prevalence rates range between 5% and 7% (6.4% in the U.S. and up to 8.5 % in Latin America) in subjects older than 60 years. The lowest prevalence rate (2.1%) has been reported from sub-Saharan Africa, probably due to selective mortality under 60 years of age. By contrast, a very high prevalence of dementia (23.6% dementia in individuals ≥60 years) was observed in the city of Neiva, Southern Colombia. We believe that this high rate could be explained by the presence of several risk factors such as very low schooling, low socio-economic strata, chronic diseases, the inclusion of geriatric homes among others, and additional unknown factors.


2002 ◽  
Vol 130 (1-2) ◽  
pp. 13-18
Author(s):  
Dusan Ristanovic ◽  
Zarko Martinovic ◽  
Vesna Jovanovic-Cupic

In order to quantify the visual reactivity of EEC to opening the eyes, the topography of EEG power spectra in a sample of 72 healthy subjects aged from 7-15 years, was studied. The EEGs were recorder at 14 scalp sites under eyes closed (ECL) and eyes open (EOP). It has been established that the absolute powers in total and in alpha band were significant- ly higher in all derivations under ECL as compared with EOP condition. Except for the frontal derivations, absolute power in theta band under ECL condition was significantly higher than that under EOP condition. Changes in delta and beta powers were seldom significant. In beta 2 band no EEG blocking was noticed in anterior area. Opening the eyes significantly influenced the values of asymmetry index in alpha band and total power. In all frequency bands and under both conditions, the differences of powers between the hemi spheres were found mainly in the prefrontal and laterofrontal areas. The results showed that the visual blocking of EEG was mostly due to a higher degree of EEG desynchronization after opening the eyes.


2021 ◽  
Author(s):  
Taro Fujimaki ◽  
Masanori Wako ◽  
Kensuke Koyama ◽  
Naoto Furuya ◽  
Ryoji Shinohara ◽  
...  

AbstractFloating toe (FT) is a frequently seen condition in which a toe is inadequately in contact with the ground. Although toes play an important role in stabilizing standing posture and walking, many aspects of the effects of FT on the body remain unclear. To our knowledge, there have been no reports about the relationship between FT and postural stability, especially in children. This study aimed to clarify the prevalence of FT and its relationship with static postural stability in children. Of the 400 children aged 8 years who participated in our cohort study, 396, who were examined for static postural stability, were included in this study. Postural stability and FT were assessed using a foot pressure plate. The sway path length of the center of pressure and the area of the ellipse defined as the size of the area marked by the center of pressure were measured as an evaluation of static postural stability. We calculated the “floating toe score (FT score: small FT score indicates insufficient ground contact of the toes)” using the image of the plantar footprint obtained at the postural stability measurement. The FT rate was very high at more than 90%, and the FT score in the eyes-closed condition was significantly higher than that in the eyes-open condition in both sexes. The FT score significantly correlated with the center of pressure path and area. Our results suggest that ground contact of the toes is not directly related to static postural stability in children, but it may function to stabilize the body when the condition becomes unstable, such as when the eyes are closed.


2009 ◽  
Vol 23 (4) ◽  
pp. 157-173 ◽  
Author(s):  
Robert J. Barry ◽  
Adam R. Clarke

Data are presented on EEG activity in typically developing controls, focusing on the traditional delta, theta, alpha, and beta bands through childhood, with some extensions into adolescence and adults. Both eyes-closed and eyes-open resting state data are discussed. These reflections of typical development provide a framework for illustrating EEG differences in people with attention deficit/hyperactivity disorder (AD/HD), and its main diagnostic types, from children to adults. Comorbidity effects in the EEG of children with AD/HD, particularly comorbid reading disabilities and conduct disorders, are also described. Some recent explorations of the links between arousal/activation and EEG activity may contribute to our understanding of the functional nature of brain oscillations in this context. Other aspects of oscillatory brain activity, coherence and event-related potentials, are also briefly discussed within this framework.


2020 ◽  
Vol 10 (5) ◽  
pp. 272
Author(s):  
Alessio Bellato ◽  
Iti Arora ◽  
Puja Kochhar ◽  
Chris Hollis ◽  
Madeleine J. Groom

Investigating electrophysiological measures during resting-state might be useful to investigate brain functioning and responsivity in individuals under diagnostic assessment for attention deficit hyperactivity disorder (ADHD) and autism. EEG was recorded in 43 children with or without ADHD and autism, during a 4-min-long resting-state session which included an eyes-closed and an eyes-open condition. We calculated and analyzed occipital absolute and relative spectral power in the alpha frequency band (8–12 Hz), and alpha reactivity, conceptualized as the difference in alpha power between eyes-closed and eyes-open conditions. Alpha power was increased during eyes-closed compared to eyes-open resting-state. While absolute alpha power was reduced in children with autism, relative alpha power was reduced in children with ADHD, especially during the eyes-closed condition. Reduced relative alpha reactivity was mainly associated with lower IQ and not with ADHD or autism. Atypical brain functioning during resting-state seems differently associated with ADHD and autism, however further studies replicating these results are needed; we therefore suggest involving research groups worldwide by creating a shared and publicly available repository of resting-state EEG data collected in people with different psychological, psychiatric, or neurodevelopmental conditions, including ADHD and autism.


2005 ◽  
Vol 49 (12) ◽  
pp. 5176-5178 ◽  
Author(s):  
Won Sup Oh ◽  
Kwan Soo Ko ◽  
Jae-Hoon Song ◽  
Mi Young Lee ◽  
Sulhee Park ◽  
...  

ABSTRACT We tested the in vitro susceptibilities of 603 enterococcal isolates from eight tertiary-care hospitals in Korea. The quinupristin-dalfopristin resistance rate in Enterococcus faecium was very high (25 isolates, 10.0%). It was suggested that both clonal spread and the sporadic emergence of quinupristin-dalfopristin-resistant isolates may explain the high prevalence of quinupristin-dalfopristin resistance in Korea.


2019 ◽  
Author(s):  
Bahar Moezzi ◽  
Louise M. Lavrencic ◽  
Mitchell R. Goldsworthy ◽  
Scott Coussens ◽  
Hannah A.D. Keage

AbstractCognitive reserve is a concept that explains individual differences in vulnerability to cognitive impairment due to age and dementia-related brain changes. Mechanisms underlying the cognitive reserve effect are poorly understood. We investigated associations between a comprehensive cognitive reserve proxy (Lifetime Experiences Questionnaire/LEQ) and functional connectivity of the prefrontal cortex across the whole scalp, covarying for the level of current cognitive functioning (Addenbrookes Cognitive Examination Revised/ACE-R), using multiblock parallel and orthogonalized partial least squares regression. EEG data were collected from 34 healthy older adults (63 to 83 years) in eyes-open and eyes-closed resting-states, and during 0-back and 1-back tasks. Functional connectivity was estimated using imaginary coherence in the theta and alpha frequency bands, as these bands have been heavily implicated in cognitive ageing, attention and executive function. We found three clusters of electrodes where the absolute values of the regression coefficient were above threshold when covarying for ACE-R: (1) a cluster approximating the right frontocentral region during the eyes-open condition in the theta band with seed electrodes approximating the left prefrontal cortex with positive associations of medium effect size; (2) a cluster approximating the right parietotemporal region during the 0-back task in the theta band with seed electrodes approximating the right prefrontal cortex with negative associations of medium to large effect sizes; and (3) a cluster approximating the occipitoparietal region in the eyes-closed condition in the alpha band with seed electrodes approximating the left prefrontal cortex with negative associations of medium effect size. These relationships between a cognitive reserve proxy and functional connectivity, within key networks and frequency bands associated with attention and executive function, may reflect greater neural capacity and efficiency.


Blood ◽  
2012 ◽  
Vol 120 (21) ◽  
pp. 529-529
Author(s):  
Fabiana Ostronoff ◽  
Todd A. Alonzo ◽  
Robert B. Gerbing ◽  
Michael R. Loken ◽  
Laura Pardo ◽  
...  

Abstract Abstract 529 The nucleoporins (NUP) are a family of proteins, which form the building blocks of the nuclear pore complex. Translocations involving NUP family members NUP214 and NUP98 have been reported in acute myeloid leukemia (AML). DEK/NUP214 (also known as DEK/CAN, t(6;9)) is a known translocation in AML that is highly associated with FLT3/ITD and adverse outcome (see presentation by Moraleda P. et al). By Whole Transcript Sequencing (RNA Seq) we identified 2 cases of NUP98/NSD1 fusions by patients with cytogenetically normal (CN-) AML, both with FLT3/ITD. Recent studies by Hollink I. et al demonstrated high prevalence of FLT3/ITD in patients with NUP98/NSD1 translocations and its association with adverse outcome. Given the significant overlap between DEK/NUP214, NUP98/NSD1 fusions and FLT3/ITD, we studied the prevalence of these fusion transcripts in patients with FLT3/ITD to define the prognostic significance of genomic alteration and their contribution to clinical outcome. Pretreatment samples from patients with FLT3/ITD (N=117) as well as those with CN-AML (N=166) treated on COG-AAML0531 underwent evaluation for NUP98/NSD1 fusion transcripts RT-PCR. Fusion transcripts, as well as the break point junction was verified by Sanger sequencing. Presence of NUP98/NSD1 transcript was correlated with disease characteristics and clinical outcome in patients with FLT3/ITD. In patients with FLT3/ITD (N=117) NUP98-NSD1 was detected in 15 patients (13%). Demographics and disease characteristics of FLT3/ITD patients were compared between those with and without NUP98/NSD1. There were no significant differences in the median age (11 vs. 13 years, p=0.19) or blast % (85% vs. 80%, p=0.23) at diagnosis between patients with and without NUP98/NSD1. Mutations in NPM1 and CEBPA were not detected in those with dual FLT3/ITD and NUP98/NSD1; however, WT1 was significantly more common in FLT3/ITD patients with NUP98/NSD1 than in those without it (43% vs. 13%, p=0.01). Complete remission (CR) rates were compared in FLT3/ITD patients with and without NUP98/NSD1. CR rate in those with and without NUP98/NSD1 was 28% vs. 73% (p=0.002). Moreover, FLT3/ITD patients harboring NUP98/NSD1 were also more likely to have post-induction minimal residual disease (MRD) than those without NUP98/NSD1 (75% vs. 40.6%, p=0.03). In addition to patients with NUP98/NSD1, eight additional patients had NUP214/CAN translocation (i.e., t(6;9)), and cumulatively, translocations involving these two NUP genes accounted for 20% of patients with FLT3/ITD. CR rates in FLT3/ITD-positive patients with and without NUP translocations was determined. Those with NUP98 or NUP214 translocations had a CR rate of 40% compared to 74% in those without NUP translocations (p= 0.001). Further, the presence and prognostic significance of NUP98/NSD1 was then evaluated in CN-AML. The prevalence NUP98/NSD1 in this patient population was 7.8%. Of note, seventy-nine percent of the CN-AML patients with NUP98/NSD1 harbored FLT3/ITD as well. The CR rate for CN-AML harboring NUP98/NSD1 was significantly lower than in those without it (50% vs. 79.5%, p=0.03). When analyzing CN-AML patients who harbored both NUP98/NSD1 and FLT3/ITD, only 33% achieved CR, whereas all patients who with NUP98/NSD1 without FLT3/ITD achieved CR. Although the CR rate does not appear to be affected, AML patients with FLT3-ITD have higher relapse rates and therefore inferior outcome. We now show that among patients with FLT3/ITD, those with concurrent NUP fusions have a very low-rate of CR and high post-induction MRD than those without this fusion. The high prevalence of FLT3/ITD among NUP patients is likely not random and it is conceivable that NUP and FLT3/ITD have cooperating functional consequences that lead to a distinct leukemic phenotype and enhanced drug resistance. In conclusion, the presence of NUP in FLT3-ITD patients identifies a distinct subgroup of patients with a very high-rate of induction failure. FLT3-ITD patients should be further categorized according to the presence of NUP to improve risk-stratification of pediatric and young adult AML patients and help clinicians to identify those at very high-risk for induction failure. New therapy strategies are needed for this subgroup of patients with highly resistant disease. Disclosures: Loken: Hematologics, Inc: Employment, Equity Ownership. Pardo:Hematologics Inc: Employment.


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