Miracle-dz/UniFAR-FTUs huggingface dataset:
The Huanan Seafood Wholesale Market in Wuhan was the early epicenter of the COVID-19 pandemic

Understanding how severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) emerged in 2019 is critical to preventing future zoonotic outbreaks before they become the next pandemic. The Huanan Seafood Wholesale Market in Wuhan, China, was identified as a likely source of cases in early reports, but later this conclusion became controversial. We show here that the earliest known COVID-19 cases from December 2019, including those without reported direct links, were geographically centered on this market. We report that live SARS-CoV-2–susceptible mammals were sold at the market in late 2019 and that within the market, SARS-CoV-2–positive environmental samples were spatially associated with vendors selling live mammals. Although there is insufficient evidence to define upstream events, and exact circumstances remain obscure, our analyses indicate that the emergence of SARS-CoV-2 occurred through the live wildlife trade in China and show that the Huanan market was the epicenter of the COVID-19 pandemic. Description Pandemic epicenter As 2019 turned into 2020, a coronavirus spilled over from wild animals into people, sparking what has become one of the best documented pandemics to afflict humans. However, the origins of the pandemic in December 2019 are controversial. Worobey et al. amassed the variety of evidence from the City of Wuhan, China, where the first human infections were reported. These reports confirm that most of the earliest human cases centered around the Huanan Seafood Wholesale Market. Within the market, the data statistically located the earliest human cases to one section where vendors of live wild animals congregated and where virus-positive environmental samples concentrated. In a related report, Pekar et al. found that genomic diversity before February 2020 comprised two distinct viral lineages, A and B, which were the result of at least two separate cross-species transmission events into humans (see the Perspective by Jiang and Wang). The precise events surrounding virus spillover will always be clouded, but all of the circumstantial evidence so far points to more than one zoonotic event occurring in Huanan market in Wuhan, China, likely during November–December 2019. —CA Spatial distributions of early cases and environmental samples show that SARS-CoV-2 emergence was associated with the wildlife trade.
The Relevance of Airway Resistance in Children Requiring Mechanical Ventilatory Support

Objectives: To describe pulmonary resistance in children undergoing invasive mechanical ventilation (MV) for different causes. Design: A cross-sectional study. Setting: Two PICUs in the South region of Brazil. Patients: Children 1 month to 15 years old undergoing MV for more than 24 hours were included. We recorded ventilator variables and measured pulmonary mechanics (inspiratory and expiratory resistance, auto positive end-expiratory pressure [PEEP], and dynamic and static compliance) in the first 48 hours of MV. Interventions: Measurements of the respiratory mechanics variables during neuromuscular blockade. Measurements and Main Results: A total of 113 children were included, 5 months (median [interquartile range (IQR) [2.0–21.5 mo]) old, and median (IQR) weight 6.5 kg (4.5–11.0 kg), with 60% male. Median (IQR) peak inspiratory pressure (PIP) was 30 cm H2O (26–35 cm H2O), and median (IQR) PEEP was 5 cm H2O (5–7 cm H2O). The median (IQR) duration of MV was 7 days (5–9 d), and mortality was nine of 113 (8%). The median (IQR) inspiratory and expiratory resistances were 94.0 cm H2O/L/s (52.5–155.5 cm H2O/L/s) and 117 cm H2O/L/s (71–162 cm H2O/L/s), with negative association with weight and age (Spearman –0.850). When we assess weight, in smaller children (< 10 kg) had increased pulmonary resistance, with mean values over 100 mH2O/L/s, which were higher than larger children (p < 0.001). Conclusions: Increased pulmonary resistance is prevalent in the pediatric population undergoing invasive MV. Especially in children less than 1 year old, this variable should be considered when defining a ventilatory strategy.
Heritability and Risk Factors of Incident Small and Large Drusen in the Copenhagen Twin Cohort Eye Study: A 20-Year Follow-Up

Introduction: The transition from a normal fundus to one with early drusen (≥20 small hard drusen) to age-related macular degeneration (AMD) in the form of drusen ≥63 μm in diameter is of interest, because small hard drusen may be precursors of large drusen. Study of AMD precursor lesions may provide valuable insight into factors that initiate AMD. Here, the progression of drusen was studied over an interval of 20 years in a population-based twin cohort. Methods: Single-center, 20-year follow-up of 138 twins include biometry, fundus optical coherence tomography, and fundus photography. Macular characteristics were hierarchically classified as (per eye) (1) <20 small hard drusen, (2) ≥20 small hard drusen, (3) drusen ≥63 μm, or (4) ≥20 small hard drusen combined with drusen ≥63 μm. Additive and dominant genetic effects as well as shared and nonshared environmental effects were analyzed in a bivariate biprobit model with a classic liability-threshold approach and polygenic modeling with random effects. Results: Median participant age was 59 (range 41–66) years. Of 25 (18%) cases of incident macular drusen, 7 had ≥20 small hard drusen, and 18 had drusen ≥63 μm at follow-up, whereas no participant had developed both traits simultaneously. Smoking was associated with incident ≥20 small hard drusen (p = 0.04) and incident drusen ≥63 μm (p = 0.003). Having ≥20 small hard drusen at baseline was associated with incident drusen ≥63 μm at follow-up (p = 0.02). Development of drusen ≥63 μm was attributable to 49% genetic effects and 51% environmental effects. Conclusion: The risk of progressing from 0 to 19 small hard macular drusen per eye to having ≥20 small hard drusen or drusen ≥63 μm at follow-up was associated with smoking and genetic predisposition. Having ≥20 small hard drusen in the absence of drusen ≥63 μm at baseline was associated with incident drusen ≥63 μm when examined 20 years later. The study confirms that small hard macular drusen is a forewarning of AMD and that progression to AMD may be hindered by avoidance of smoking.
ECGNet: An Efficient Network for Detecting Premature Ventricular Complexes Based on ECG Images

Background: Preoperative prediction of the origin site of premature ventricular complexes (PVCs) is critical for the success of operations. However, current methods are not efficient or accurate enough. In addition, among the proposed strategies, there are few good prediction methods for electrocardiogram (ECG) images combined with deep learning aspects. Methods: We propose ECGNet, a new neural network for the classification of 12-lead ECG images. In ECGNet, 609 ECG images from 310 patients who had undergone successful surgery in the Division of Cardiology, the First Affiliated Hospital of Soochow University, are utilized to construct the dataset. We adopt dense blocks, special convolution kernels and divergent paths to improve the performance of ECGNet. In addition, a new loss function is designed to address the sample imbalance situation, whose cause is the uneven distribution of cases themselves, which often occurs in the medical field. We also conduct extensive experiments in terms of network prediction accuracy to compare ECGNet with other networks, such as ResNet and DarkNet. Results: Our ECGNet achieves extremely high prediction accuracy (91.74%) and efficiency with very small datasets. Our newly proposed loss function can solve the problem of sample imbalance during the training process. Conclusion: The proposed ECGNet can quickly and accurately realize the multiclassification of PVCs after training with little data. Our network has the potential to be helpful to doctors with a preoperative diagnosis of PVCs. We will continue to collect similar cases and perfect our network structure to further improve the accuracy of our network's prediction.
Engaging patients, families and professionals at the bedside using whiteboards

ABSTRACT Health-care systems around the world are striving to be patient-centered, and there is growing evidence that engaging patients and families in their care, as well as in efforts to redesign services, contributes to improved outcomes and experiences for patients and providers. This patient-oriented care movement includes efforts to improve the quality of information and communication between health-care professionals and patients as well as families and caregivers. Whiteboards have emerged as a best practice in hospitals to promote engagement and improve information and communication, yet with limited empirical evidence regarding their value to patients, families, or interprofessional teams. We introduced whiteboards on an acute medical unit at a community hospital and conducted an evaluation using a pre-post design collecting both qualitative and quantitative data. Baseline and post-implementation data were collected via qualitative interviews with patients/family and providers and using the Canadian Patient Experience Survey; focus groups were held with staff and members of the care team. Qualitative results highlighted improvements in communication between the care team and patients as well as family members. Implications for practice include attention to patient/family empowerment and safety, adherence to guidance for good communication, and support for regular training and education in the use of communication tools for members of the interprofessional team.
The Effects of Minimalist Shoes on Plantar Intrinsic Foot Muscle Size and Strength: A Systematic Review

Abstract Minimalist shoes are proposed to prevent injury and enhance performance by strengthening intrinsic foot muscles, yet there is little consensus on the effectiveness of minimalist shoes in increasing muscle strength or size. This systematic review assesses using minimalist shoes as an intervention on changes in plantar intrinsic foot muscle size and strength. PubMed, CINHAL, Scopus, and SPORT Discus were systematically searched for articles from January 2000 to March 2022. Studies were included if they had an intervention of at least 2 weeks with a control group and examined the effect of minimalist shoes on plantar intrinsic foot strength or size (either volume, cross-sectional area, or thickness). Nine studies were included. There were significant increases and percent changes in foot muscle strength, volume, cross-sectional area, and thickness. Strength increased between 9–57%, and size increased between 7.05–10.6%. Minimalist shoes may effectively increase intrinsic foot muscle size and strength in healthy individuals, and they may also be more convenient than implementing time-intensive physical therapy programs. Future research is needed to explore using minimalist shoes as an intervention in clinical populations who would benefit from increased IFM strength and function. It will also be vital to improve upon IFM assessment methods.
A perspective on data sharing in digital food safety systems

Abstract In this age of data, digital tools are widely promoted as having tremendous potential for enhancing food safety. However, the potential of these digital tools depends on the availability and quality of data, and a number of obstacles need to be overcome to achieve the goal of digitally enabled “smarter food safety” approaches. One key obstacle is that participants in the food system and in food safety often lack the willingness to share data, due to fears of data abuse, bad publicity, liability, and the need to keep certain data (e.g., human illness data) confidential. As these multifaceted concerns lead to tension between data utility and privacy, the solutions to these challenges need to be multifaceted. This review outlines the data needs in digital food safety systems, exemplified in different data categories and model types, and key concerns associated with sharing of food safety data, including confidentiality and privacy of shared data. To address the data privacy issue a combination of innovative strategies to protect privacy as well as legal protection against data abuse need to be pursued. Existing solutions for maximizing data utility, while not compromising data privacy, are discussed, most notably differential privacy and federated learning.
Telehealth Strategies for the Delivery of Maternal Health Care

BACKGROUND Telehealth strategies to supplement or replace in-person maternity care may affect maternal health outcomes. PURPOSE To conduct a rapid review of the effectiveness and harms of telehealth strategies for maternal health care given the recent expansion of telehealth arising from the COVID-19 pandemic, and to produce an evidence map. DATA SOURCES Systematic searches of MEDLINE, the Cochrane Library, CINAHL, Embase, and Scopus for English-language studies (January 2015 to April 2022). STUDY SELECTION Randomized controlled trials (RCTs) and observational studies of maternal care telehealth strategies versus usual care. DATA EXTRACTION Dual data extraction and risk-of-bias assessment of studies, with disagreements resolved through consensus. DATA SYNTHESIS 28 RCTs and 14 observational studies (n = 44 894) were included. Maternal telehealth interventions supplemented in-person care for most studies of mental health and diabetes during pregnancy, primarily resulting in similar, and sometimes better, clinical and patient-reported outcomes versus usual care. Supplementing in-person mental health care with phone- or web-based platforms or mobile applications resulted in similar or better mental health outcomes versus in-person care. A reduced-visit prenatal care schedule using telehealth to replace in-person general maternity care for low-risk pregnancies resulted in similar clinical outcomes and higher patient satisfaction versus usual care. Overall, telehealth strategies were heterogeneous and resulted in similar obstetric and patient satisfaction outcomes. Few studies addressed disparities, health equity, or harms. LIMITATIONS Interventions varied, and evidence was inadequate for some clinical outcomes. CONCLUSION Replacing or supplementing in-person maternal care with telehealth generally results in similar, and sometimes better, clinical outcomes and patient satisfaction compared with in-person care. The effect on access to care, health equity, and harms is unclear. PRIMARY FUNDING SOURCE Patient-Centered Outcomes Research Institute. (PROSPERO: CRD42021276347).
An examination of the sociodemographic and psychiatric characteristics of children who have suffered penetrative and non‐penetrative sexual abuse in Malatya, Eastern Turkey

Penetrative and nonpenetrative sexual abuse can cause short‐ and long‐term psychiatric problems in victims. This study aimed to examine the sociodemographic characteristics and psychiatric diseases of children in Malatya, eastern Turkey, according to whether the abuse was penetrative or nonpenetrative. A retrospective examination was conducted on the records of 115 cases of sexual abuse that had been referred to judicial authorities from January 1, 2012–July 30, 2019. The subjects were evaluated by a committee formed of 5–7 separate specialized department faculty members. It was determined that 51.3% (n = 59) of the cases had suffered nonpenetrative sexual abuse, and 48.7% (n = 56) had suffered penetrative sexual abuse. The majority of the perpetrators were known to the child from their close environment. A psychiatric diagnosis was made by the committee in 20.3% (n = 12) of the nonpenetrative cases and in 42.9% (n = 24) of the penetrative cases. There was a significant difference between penetrative and nonpenetrative sexual abuse in terms of psychiatric diagnoses. Of the cases of penetrative sexual abuse, 87.5% (n = 14) had attempted suicide. As a result, early diagnosis of sexual abuse, which has devastating effects on mental health in the early and late periods before it penetrates, can reduce the devastating effects on the child. For this reason, it is crucial for doctors, psychologists, social workers, and teachers who work with children to be informed about this issue.
Prevalence of depression and anxiety symptoms and their associations with cardiovascular risk factors in coronary patients

ABSTRACT This study aimed to assess the prevalence of depression and anxiety in CHD patients and to explore the association between established cardiovascular risk factors and depression as well as anxiety. 2,216 patients with CHD confirmed by angiography were included in this cross-sectional study. Patient Health Questionnaire (PHQ-9) and Generalized Anxiety Disorder Scale (GAD-7) were used to assess depression and anxiety symptoms. The frequencies of individual depressive and anxiety symptoms grouped by age and gender were analyzed. Binary logistic regression analyses were used to identify cardiovascular risk factors associated with anxiety and depression. The overall prevalence rates of depression and anxiety in CHD patients were 8.2% and 5.4%, respectively. There were significant differences in the frequency of depression and anxiety symptoms between genders. However, age differences among individual depression and anxiety symptoms were insignificant. In multivariable analysis, female gender, smoking, and hyperlipidemia were associated with a more frequent depression occurrence, and female gender was associated with more frequent anxiety. Depression and anxiety were not associated with other cardiovascular risk factors. These findings suggest that a substantial proportion of CHD patients experienced anxiety and depression symptoms. Differences in depressive or anxiety symptoms among the distribution of individual symptoms need more attention. Depression was significantly associated with female gender, smoking, and hyperlipidemia. No anxiety symptom associations with cardiovascular risk factors were demonstrated to be significant except for the female. More research is needed to unravel the mechanisms of depression, anxiety, and cardiovascular disease.
Disrupted Sleep Architecture Is Associated With Incident Bone Loss in Indian Postmenopausal Women: A Prospective Study

Inadequate sleep has been shown to be detrimental to several body systems, including the bone. We proposed to study the impact of insomnia on bone health in Indian postmenopausal women. In a 2‐year prospective study, ambulant community‐dwelling postmenopausal women aged >50 years were recruited through simple random sampling. Sleep duration was recorded based on self‐reported sleep duration and sleep quality using the Women's Health Initiative Insomnia Rating Scale (WHIIRS). Anthropometry, bone biochemistry including bone turnover markers (C‐terminal telopeptide of type 1 collagen [CTX], N‐terminal telopeptide of type 1 pro‐collagen [P1NP]), bone mineral density (BMD), and trabecular bone score (TBS) were assessed at baseline and at the end of 2 years. Among 190 postmenopausal women with mean (SD) age of 58.2 (6.9) years, 65/190 (34.2%) had insomnia (WHIIRS ≥ 9) and 20/190 (10.5%) developed osteoporosis at any site on follow‐up. The percentage decline over 2 years in BMD in women with insomnia was significantly (p < 0.001) higher at femoral neck (2.9 [1.6] versus 1.2 [1.2]%) and lumbar spine (4.5 [2.0] versus 1.6 [1.1]%). The decrement in TBS was also significantly higher (p < 0.001) in women with suboptimal sleep (1.5 [2.1] versus 0.5 [1.0] %) when compared with those with adequate sleep. The increment in CTX (46.4 [32.2] versus 18.9 [26.4]) and decrement in P1NP (35.4 [9.1] versus 16.7 [18.9]), respectively, were also greater (p < 0.001) in women with insomnia compared with those without. On multivariate analysis, insomnia was the sole factor that was predictive (adjusted odds ratio [OR] = 9.3; 95% confidence interval [CI] 2.9–29.6; p < 0.001) of incident osteoporosis. In conclusion, poor sleep quality was associated with incident osteoporosis in Indian postmenopausal women. Optimal sleep may help to retard ongoing bone loss that results from sleep deprivation and requires further research. © 2022 American Society for Bone and Mineral Research (ASBMR).
Comparison of Shoulder Motion Measurements by Visual Estimate, Goniometer and Motion Capture

Background: Brachial plexus birth injuries (BPBI) can result in lasting impairments of external rotation and cross-body adduction (CBA) that disrupt functional activities such as dressing, grooming, or throwing a ball. The purpose of this study was to compare the quantification of shoulder humerothoracic (HT) external rotation (ER), and glenohumeral (GH) CBA by 3 methods – physician visual estimate, goniometer measurement by an occupational therapist, and motion capture. Methods: Twenty-six patients with BPBI (average age of 9.9±3.2 y) participated in this study. Mallet scores and visual estimates of passive HT ER and GH CBA were recorded by a physician. The passive measures were repeated by an occupational therapist using a goniometer while motion capture measures were simultaneously collected. Active HT ER was also measured by motion capture. The passive measures were compared with analyses of variance with repeated measures, intraclass correlations, and Bland-Altman plots. External rotation Mallet scores determined by motion capture and by the physician were compared. Results: The measures of GH CBA were not statistically different and demonstrated good agreement, but substantial variation. For HT ER, all measures were significantly different and demonstrated poor agreement and substantial variation. When the joint angles measured by motion capture were used to determine the Mallet score, 79% of external rotation Mallet scores assigned by the physician were incorrectly categorized, with the physician always scoring the participant higher than predicted motion capture Mallet score. Conclusions: Both GH CBA and HT ER measures demonstrated substantial variability between measurement types, but only HT ER joint angles were significantly different. In addition, more than three-quarters of external rotation Mallet scores were misclassified by the physician. Motion capture measurements offer the benefit of less susceptibility to patients’ compensatory and/or out-of-plane movements and should be considered for clinical assessment of shoulder range of motion in children with BPBI. If motion capture is unavailable, the use of a goniometer provides more accurate clinical measures of shoulder motion than visual estimates and care should be taken to minimize and account for compensatory movement strategies. Level of Evidence: Level IV Case series
Avaliação do Impacto na Qualidade de Vida em Pacientes com Câncer de Laringe

O objetivo desta pesquisa é avaliar a qualidade de vida de pacientes com câncer de laringe e indicação de laringectomia total como principal tratamento, considerando mudanças decorrentes do adoecimento e de intervenções terapêuticas empregadas. Utilizou-se um questionário sócio demográfico e o Questionário de Avaliação de Qualidade de Vida da Universidade de Washington (UW-QOL).
The impact of PEAR 1 polymorphism on clinical outcomes in Chinese patients receiving dual antiplatelet therapy after percutaneous coronary intervention.

Background: Patients might still experience major adverse cardiovascular events even with dual antiplatelet therapy after percutaneous coronary intervention. Our study aimed to explore the impact of gene polymorphism on clinical outcomes in one-year follow-up. Methods: A total of 171 patients treated with dual antiplatelet therapy after percutaneous coronary intervention from April to December 2020 in the first hospital of Jilin University enrolled in this study. Results: PEAR1 genetic polymorphisms was associated with the arachidonic acid (AA) and adenosine diphosphate (ADP) platelet aggregation. Hyperglycemia was associated with the rate of major adverse cardiovascular events. PEAR1 GA+AA genetic genetic polymorphisms is associated with hyperglycemia. Conclusion: PEAR1 GG is a risk factor for AA and ADP platelet aggregation. Hyperglycemia can effect the one-year outcome. PEAR1 GA+AA genetic polymorphisms are associated with hyperglycemia.