Miracle-dz/UniFAR-FTUs huggingface dataset:
A novel intubation prediction model for patients hospitalized with COVID-19: the OTO-COVID-19 scoring model

Abstract Objective The method for predicting the risk of intubation in patients with coronavirus disease 2019 (COVID-19) is yet to be standardized. This study aimed to introduce a new disease prognosis scoring model that may predict the intubation risk based on the symptoms, signs, and laboratory tests of patients hospitalized with the diagnosis of COVID-19. Method This cross-sectional retrospective study analyzed the intubation status of 733 patients hospitalized with COVID-19 diagnosis between March and December 2020 at Ondokuz Mayıs University Faculty of Medicine, Turkey, based on 33 variables. Binary logistic regression analysis was used to select the variables that significantly affect intubation, which constitute the risk factors. The Chi-square Automatic Interaction Detection algorithm, one of the data mining methods, was used to determine the threshold values of the important variables for intubation classification. Results The following variables found were mostly associated with intubation: C-reactive protein, lactate dehydrogenase, neutrophil-to-lymphocyte ratio, age, lymphocyte count, and malignancy. The logistic function based on these variables correctly predicted 81.13% of intubated (sensitivity), 99.52% of nonintubated (specificity), and 96.86% of both intubated and nonintubated (accurate classification rate) patients. The scoring model revealed the following risk statuses for the intubated patients: very high risk, 75.47%; moderate risk, 20.75%; and very low risk, 3.77%. Conclusions On the basis of certain variables measured at admission, the OTO-COVID-19 scoring model may help clinicians identify patients at the risk of intubation and subsequently provide a prompt and effective treatment at the earliest.
Transfer of Tactile Learning from Trained to Untrained Body Parts Supported by Cortical Coactivation in Primary Somatosensory Cortex

A pioneering study by Volkmann (1858) revealed that training on a tactile discrimination task improved task performance, indicative of tactile learning, and that such tactile learning transferred from trained to untrained body parts. However, the neural mechanisms underlying tactile learning and transfer of tactile learning have remained unclear. We trained groups of human subjects (female and male) in daily sessions on a tactile discrimination task either by stimulating the palm of the right hand or the sole of the right foot. Task performance before training was similar between the palm and sole. Posttraining transfer of tactile learning was greater from the trained right sole to the untrained right palm than from the trained right palm to the untrained right sole. Functional magnetic resonance imaging (fMRI) and multivariate pattern classification analysis revealed that the somatotopic representation of the right palm in contralateral primary somatosensory cortex (SI) was coactivated during tactile stimulation of the right sole. More pronounced coactivation in the cortical representation of the right palm was associated with lower tactile performance for tactile stimulation of the right sole and more pronounced subsequent transfer of tactile learning from the trained right sole to the untrained right palm. In contrast, coactivation of the cortical sole representation during tactile stimulation of the palm was less pronounced and no association with tactile performance and subsequent transfer of tactile learning was found. These results indicate that tactile learning may transfer to untrained body parts that are coactivated to support tactile learning with the trained body part. SIGNIFICANCE STATEMENT Perceptual skills such as the discrimination of tactile cues can improve by means of training, indicative of perceptual learning and sensory plasticity. However, it has remained unclear whether and if so, how such perceptual learning can occur if the training task is very difficult. Here, we show for tactile perceptual learning that the representation of the palm of the hand in primary somatosensory cortex (SI) is coactivated to support learning of a difficult tactile discrimination task with tactile stimulation of the sole of the foot. Such cortical coactivation of an untrained body part to support tactile learning with a trained body part might be critically involved in the subsequent transfer of tactile learning between the trained and untrained body parts.
How Much Training Do We Need? Assessing the Validity and Interrater Reliability of the PDM-2’s Psychodiagnostic Chart among Less Experienced Clinicians

Abstract The Psychodynamic Diagnostic Manual – Second Edition (PDM-2) has emerging evidence supporting its clinical utility, yet one of the main limitations remains the conjecture that considerable training and experience is required. It also remains unclear how the PDM-2 framework compares with current DSM measures of personality pathology such as the Level of Personality Functioning Scale (LPFS). The aim of the present study is to examine these issues by testing whether less clinically experienced second year doctoral psychology students are able to reliably assess patients’ level of personality pathology using the PDM-2’s Psychodiagnostic Chart (PDC-2), and to investigate the convergence between the PDC-2 and the LPFS. Results showed adequate inter-rater reliability for both of the main PDC-2 axes, with 52% of the variance for the overall personality organization (P-Axis) rating, and 29% of the overall M-Axis score being due to rater consensus. Reliability of individual ratings ranged from fair to excellent for the overall scores on both axes (ICC = 0.59 to .90). Results also showed that student evaluations were valid, with the latter’s assessment of the patients’ level of personality organization converging both with the experts’ rating of the PDC-2 as well as the LPFS. Implications for clinical training are discussed.
A conceptual framework of autonomous and automated agents

ABSTRACT Recent human-automation interaction research has confused concepts of automation and autonomy and has critiqued theories of automation in human-systems in terms of aspects of autonomy. This situation has led to inappropriate expectation for design and misdirected criticism of design methods. The situation is not new and has origins in historical human factors research. I differentiate the concepts of automation and autonomy with a new framework of agents. The framework is complemented by observations on characteristics of automated vs. autonomous systems, identification of error and failure modes, and formulation of a matrix of design constraints dictating possible applications of each type of agent. Discussion is provided on levels of automation, which have also been criticized in the literature, along with coverage of types of autonomy. A definition of autonomy is mutated throughout the paper to a form with utility for engineering. In general, demands of automated agents on the human-task-environment system should be absent from design of autonomous agents and design of automated systems is always automation-centric despite best efforts at human-centred approaches. Key requirements of design for autonomy include: agent viability in a target context, agent self-governance in goal formulation and fulfilment of roles, and independence in defined tasks performance.
Seronegative human T‐cell lymphotropic virus 1 carriers in blood banks: A potential viral source for silent transmission?

Transfusion‐transmitted viruses count among the greatest threats to blood safety. In Argentina, current laws oblige testing all donated blood for the presence of antibodies against human T‐cell lymphotropic viruses 1 and 2 (HTLV‐1/2). In endemic zones of the country, a high rate of seronegative HTLV‐1 individuals with clear evidence of infection because of symptoms and/or presence of tax sequences of HTLV‐1 and/or IgG anti‐Tax antibodies has been recently described. Migration from endemic to nonendemic zones of Argentina is very frequent.
Descriptive Study of Ambulance Attendances for Older Adults with and without Dementia in Western Australia

Abstract Objective To describe and compare characteristics of ambulance attendances for older adults with and without dementia Methods A retrospective cohort study was conducted using electronic patient care records from the main ambulance service in Western Australia. All attendances for people aged 65 years or older in the years 2019-21 were included. Dementia status was adjudicated from the clinical history and medication lists. Patient and case characteristics of those with and without dementia were compared and stratified by type of residence. Results There were 277,996 emergency ambulance attendances made by 124,711 older adults, of whom 23.5% had dementia. The mean number of attendances per person was 3.3 in the dementia cohort vs 2.0 in those without dementia. Falls were the leading reason for ambulance attendance. People with dementia were significantly frailer, required longer at-scene intervals, were less likely to be transported as the highest priority, and had lower 30-day survival. Conclusions Dementia is common amongst older adults attended by paramedics and is associated with higher ambulance utilization per person. People with dementia attended by paramedics have stronger signals of vulnerability, such as increased frailty. As the number of people living with dementia increases in the future, there are implications for workforce training and service planning. There are opportunities for developing alternatives to emergency department transportation for some people with dementia.
MSCs-Derived miR-150-5p-Expressing Exosomes Promote Skin Wound Healing by Activating PI3K/AKT Pathway through PTEN

Background and Objectives The goal of this study was to investigate the mechanism of mesenchymal stem cell (MSC)-derived microRNA (miR)-150-5p-expressing exosomes in promoting skin wound healing through activating PI3K/AKT pathway by PTEN. Methods and Results Human umbilical cord (HUC)-MSCs were infected with miR-150-5p overexpression and its control lentivirus, and HUC-MSCs-derived exosomes (MSCs-Exos) with stable expression of miR-150-5p were obtained. HaCaT cells were induced by H2O2 to establish a cellular model of skin injury, in which the expression of miR-150-5p and PTEN and the phosphorylation of PI3K and AKT were evaluated. HaCaT cells were transfected with pcDNA3.1-PTEN or pcDNA3.1 and then cultured with normal exosomes or exosomes stably expressing miR-150-5p. Cell proliferation was inspected by CCK-8. Cell migration was detected by scratch test and cell apoptosis by flow cytometry. The starBase tool was used to predict the binding site of miR-150-5p to PTEN. Dual-luciferase reporter assay and RIP assay were applied to assess the interaction between miR-150-5p and PTEN. In H2O2-induced HaCaT cells, the miR-150-5p expression decreased, and PTEN expression increased in a concentration-dependent manner. MSCs-Exos promoted the growth and migration of H2O2-induced HaCaT cells and inhibited their apoptosis. In addition, overexpression of exosomal miR-150-5p enhanced the protective effect of MSCs-Exos on H2O2-induced HaCaT cells; PTEN overexpression in HaCaT cells partially restrained miR-150-5p-mediated inhibition on H2O2-induced injury in HaCaT cells. PTEN was a target gene of miR-150-5p. MiR-150-5p regulated PI3K/AKT pathway through PTEN. Conclusions MSCs-derived miR-150-5p-expressing exosomes promote skin wound healing by activating PI3K/AKT pathway through PTEN.
Utilização de medicamentos antes e durante a gestação: prevalência e fatores associados

Resumo: Estudo transversal aninhado a coorte prospectiva com o objetivo de avaliar a prevalencia e os fatores associados a utilizacao de medicamentos em gestantes antes e durante a gravidez em municipio do interior da Bahia, Brasil. As informacoes foram coletadas mediante um questionario estruturado aplicado as gestantes no momento do acompanhamento pre-natal em unidades de saude do municipio. A prevalencia para consumo de medicamentos antes e durante a gestacao foi 52,1% e 84,7%, respectivamente. Apos analise, os seguintes fatores estavam associados a utilizacao de medicamentos antes da gestacao: ≥ 30 anos de idade, as nao pretas, as que iniciaram o pre-natal depois do 1o trimestre e as que fazem parte da classe economica C/D/E. Ha um aumento de prevalencia de utilizacao de medicamentos durante a gestacao entre as gestantes com escolaridade ≥ 11 anos de estudo, ter feito mais de tres consultas pre-natais e ter algum problema de saude. As gestantes estao expostas ao uso de medicamentos antes e durante a gestacao apesar da carencia de informacoes seguras que fundamentem o uso de medicamentos nessa fase, e esse uso esta associado a fatores relativos ao acompanhamento pre-natal, sugerindo-se a inclusao mais ativa do farmaceutico na equipe para orientacao e apoio ao uso racional de medicamentos.
Do undergraduate general practice placements propagate the ‘inverse care law’?

ABSTRACT Introduction Fifty years since Dr Tudor-Hart’s publication of the ‘Inverse Care Law’, all-cause mortality rates and COVID-19 mortality rates are higher in more deprived areas. Part of the solution is to increase access and availability to healthcare in underserved and deprived areas. This paper examined how socio-economically representative the undergraduate general practice placements are in Northern Ireland (NI). Methods A quantitative study of general practices involved in undergraduate medical placements through Queen’s University Belfast, comparing practice lists by deprivation indices, examining both blanket deprivation and deprivation quintile trends for teaching and non-teaching practices. Results Deprivation data for 135 teaching practices were compared against the 323 NI practices. Teaching practices had fewer patients living in the most deprived quintiles compared with non-teaching practices. Fewer practices with blanket deprivation were involved in undergraduate medical education, 32% compared with 42% without blanket deprivation. Practices in areas of blanket deprivation were under-represented as teaching practices, 10%, compared to 14% of NI general practices that met this criterion. Conclusion Practices with blanket deprivation were under-represented as teaching practices. Exposure to general practice in deprived areas is an essential step to improving future workforce recruitment and ultimately to closing the health inequalities gap. Ensuring practices in high-need areas are proportionately represented in undergraduate placements is one way to direct action in addressing the ‘Inverse Care Law’. This study is limited to NI and further work is required to compare institutions across the UK and Ireland.
Interferon-alpha2 treatment of patients with polycythemia vera and related neoplasms favorably impacts deregulation of oxidative stress genes and antioxidative defense mechanisms

Chronic inflammation is considered a major driving force for clonal expansion and evolution in the Philadelphia-negative myeloproliferative neoplasms, which include essential thrombocythemia, polycythemia vera and primary myelofibrosis (MPNs). One of the key mutation drivers is the JAK2V617F mutation, which has been shown to induce the generation of reactive oxygen species (ROS). Using whole blood gene expression profiling, deregulation of several oxidative stress and anti-oxidative defense genes has been identified in MPNs, including significant downregulation of TP53, the NFE2L2 or NRF2 genes. These genes have a major role for maintaining genomic stability, regulation of the oxidative stress response and in modulating migration or retention of hematopoietic stem cells. Therefore, their deregulation might give rise to increasing genomic instability, increased chronic inflammation and disease progression with egress of hematopoietic stem cells from the bone marrow to seed in the spleen, liver and elsewhere. Interferon-alpha2 (rIFNα) is increasingly being recognized as the drug of choice for the treatment of patients with MPNs. Herein, we report the first gene expression profiling study on the impact of rIFNα upon oxidative stress and antioxidative defense genes in patients with MPNs (n = 33), showing that rIFNα downregulates several upregulated oxidative stress genes and upregulates downregulated antioxidative defense genes. Treatment with rIFNα induced upregulation of 19 genes in ET and 29 genes in PV including CXCR4 and TP53. In conclusion, this rIFNα- mediated dampening of genotoxic damage to hematopoietic cells may ultimately diminish the risk of additional mutations and accordingly clonal evolution and disease progression towards myelofibrotic and leukemic transformation.
HECTD3 enhances cell radiation resistance and migration by regulating LKB1 mediated ZEB1 in glioma

Homologous to the E6‐associated protein carboxyl terminus domain containing 3 (HECTD3) has been reported to play a role in carcinogenesis. Here, we explored the role of HECTD3 in regulating the radiation resistance of glioma, and the underlying mechanism. HECTD3 expressions in glioma tissues were assessed using Western blotting, quantitative reverse transcription (qRT)‐polymerase chain reaction (PCR) and immunohistochemistry. Glioma cells were exposed to 2‐, 4‐, 6‐ or 8‐Gy X‐ray to mimic the radiation treatment. Cell count kit‐8 (CCK‐8), clone formation assay, flow cytometry assay, transwell chambers and animal assay were used to test cell viability, apoptosis, migration, invasiveness and tumourigenesis, respectively. HECTD3 expression was increased in glioma tissues, especially from patients with radiation resistance. Knockdown of HECTD3 promoted cell apoptosis and inhibited cell viability under the condition of 8‐Gy X‐ray, as well as suppressed cell migration and invasiveness. In mechanism, HECTD3 positively regulated ZEB1 (zinc finger E‐box binding hemeobox 1) expression through regulating the ubiquitination of liver kinase B1 (LKB1) protein. Overexpression of ZEB1 significantly abolished the effects of HECTD3 downregulation in inhibiting the radiation resistance and migration of glioma cells. Moreover, downregulation of HECTD3 further enhanced the anti‐tumour effect of X‐ray on glioma growth in vivo. In conclusion, HECTD3 was overexpressed in glioma patients with radiation resistance. Knockdown of HECTD3 sensitized glioma cells to radiation and inhibited cell migration by downregulating ZEB1 expression via regulating the ubiquitination of LKB1 protein. This study reveals that HECTD3 might be a potent target to enhance the radiation sensitivity of glioma.
Digital media use frequency, online behaviors, and risk for negative mental health in adolescents in high-achieving schools

Replicated evidence shows that adolescents enrolled in high-achieving schools exhibit elevated mental health problems relative to national norms, reflecting risk factors such as achievement and social pressures. The frequency of digital media use is similarly a potential risk factor for poor youth mental health, although mediators of this association have not been identified. 2952 youth from three high-achieving U.S. high schools reported the frequency of their digital media use as well as internalizing and externalizing problems and substance use. Using a multiple mediation framework, the frequency of social comparison, receiving negative feedback, and risky self-presentation online each uniquely mediated the association of digital media use with internalizing and externalizing problems in boys and girls; for substance use, risky self-presentation mediated this association in both boys and girls and negative feedback mediated substance use in girls only. Measurable online behaviors in the form of social comparison, negative feedback, and self-presentation may crucially underlie the association of digital media use frequency with socio-emotional development in adolescents. Implications for intervention focused on impacting online behaviors for improving youth mental health are discussed.
Antibody Fc characteristics and effector functions correlate with protection from symptomatic dengue virus type 3 infection

Preexisting cross-reactive antibodies have been implicated in both protection and pathogenesis during subsequent infections with different dengue virus (DENV) serotypes (DENV1-4). Nonetheless, humoral immune correlates and mechanisms of protection have remained elusive. Using a systems serology approach to evaluate humoral responses, we profiled plasma collected before inapparent or symptomatic secondary DENV3 infection from our pediatric cohort in Nicaragua. Children protected from symptomatic infections had more anti-envelope (E) and anti–nonstructural protein 1 (NS1) total immunoglobulin G (IgG), IgG4, and greater Fc effector functions than those with symptoms. Fc effector functions were also associated with protection from hemorrhagic manifestations in the pre-symptomatic group. Furthermore, in vitro virological assays using these plasma samples revealed that protection mediated by antibody-dependent complement deposition was associated with both lysis of virions and DENV-infected cells. These data suggest that E- and NS1-specific Fc functions may serve as correlates of protection, which can be potentially applied toward the design and evaluation of dengue vaccines. Description Antibody Fc characteristics and effector functions correlate with protection from symptomatic DENV3 infection. Dengue immune defenses Cross-reactive antibodies against different dengue virus serotypes (DENV1-4) can have either protective or pathogenic effects depending on immune responses to the secondary infection serotype. Dias et al. used systems serology to profile DENV-specific antibody responses of previously infected children in a Nicaraguan cohort study to determine correlates of protection against secondary DENV3 infection. Children protected against secondary symptomatic infection had higher titers of total IgG and IgG4 specific to envelope (E) protein and nonstructural protein 1 (NS1) and had antibodies with greater Fc effector functions relative to symptomatic children. Plasma anti-E and anti-NS1 polyclonal antibodies were associated with protection via Fc-driven complement deposition and lysis of DENV virions or infected cells in vitro. Together, these observations indicate that E- and NS1-specific Abs may have Fc effector functions that serve as correlates of protection against DENV.
Invasive Fungal Sinusitis During Active COVID-19 Infection

This case study demonstrates a 58-year-old female who contracted COVID-19 post-vaccination presenting with severe left-sided facial pain, headaches, and dyspnea. A computed tomography was ordered and showed acute sinusitis, and upon bedside endoscopy, the patient was shown to have necrosis of the left-sided middle turbinate with no discoloration, palate necrosis, or facial changes. All samples of the necrotic tissue were reported to be invasive fungal sinusitis. The entire turbinate was resected in the operating room and ethmoid, frontal, and maxillary sinuses were healthy. Chest x-rays post-operatively showed pulmonary effusions and edema although the patient was not stable enough for a lung examination to rule out a pulmonary fungal infection. A bedside endoscopy showed no further necrosis post-operatively although a repeat endoscopy showed duskiness at the lateral attachment of the basal lamella right at the most posterior resection of the middle turbinate. The patient was placed on multiple antifungal agents. The patient remained in hypoxemic respiratory failure and septic shock while on pressors and 2 weeks following this, expired. Post–COVID-19 patients have been shown in the literature to have an increased risk of developing invasive fungal sinusitis (IFS) and all IFS cases during active COVID-19 infection have had a 100% mortality rate.