Development of a Clinically Applicable Deep Learning System Based on Sparse Training Data to Accurately Detect Acute Intracranial Hemorrhage from Non-enhanced Head Computed Tomography.

Non-enhanced head computed tomography is widely used for patients presenting with head trauma or stroke, given acute intracranial hemorrhage significantly influences clinical decision-making. This study aimed to develop a deep learning algorithm, referred to as DeepCT, to detect acute intracranial hemorrhage on non-enhanced head computed tomography images and evaluate its clinical applicability. We retrospectively collected 1,815 computed tomography image sets from a single center for model training.

Growth and differentiation factor 15: An emerging therapeutic target for brain diseases.

Growth and differentiation factor 15 (GDF15), a member of the transforming growth factor-βsuperfamily, is considered a stress response factor and has garnered increasing attention in recent years due to its roles in neurological diseases. Although many studies have suggested that GDF15 expression is elevated in patients with neurodegenerative diseases (NDDs), glioma, and ischemic stroke, the effects of increased GDF15 expression and the potential underlying mechanisms remain unclear. Notably, many experimental studies have shown the multidimensional beneficial effects of GDF15 on NDDs, and GDF15 overexpression is able to rescue NDD-associated pathological changes and phenotypes.

Intestinal microbiota distribution and changes in different stages of Parkinson's disease: A meta-analysis, bioinformatics analysis and in vivo simulation.

Parkinson's disease (PD) is a progressive disease that requires effective staging management. The role of intestinal microbiota in PD has been studied, but its changes at different stages are not clear. In this study, meta- analysis, bioinformatics analysis and in vivo simulation were used to explore the intestinal microbiota distribution of PD patients and models at different stages.

From light to insight: Functional near-infrared spectroscopy for unravelling cognitive impairment during task performance.

Cognitive impairment refers to the impairment of higher brain functions such as perception, thinking or memory that affects the individual's ability to perform daily or social activities. Studies have found that changes in neuronal activity during tasks in patients with cognitive impairment are closely related to changes in cerebral cortical hemodynamics. Functional near-infrared spectroscopy is an indirect method to measure neural activity based on changes in blood oxygen concentration in the cerebral cortex.

Multimodal optimal matching and augmentation method for small sample gesture recognition.

In human-computer interaction, gesture recognition based on physiological signals offers advantages such as a more natural and fast interaction mode and less constrained by the environment than visual-based. Surface electromyography-based gesture recognition has significantly progressed. However, since individuals have physical differences, researchers must collect data multiple times from each user to train the deep learning model.

Combating syphilis resurgence: China's multifaceted approach.

Syphilis, a chronic infection caused by Treponema pallidum, is experiencing a global resurgence, posing significant public health challenges. This study examined the escalating trends of syphilis in the United States, China, and some other countries highlighting the impact of the COVID-19 pandemic, changes in sexual behavior, coinfection with the other infectious diseases such as AIDs, and the role of public health funding. The analysis revealed a stark increase in syphilis cases, particularly among high-risk groups such as men who have sex with men (MSM).

Prenatal ultrasound for the diagnosis of the cerebellar abnormalities: a meta-analysis.

Objective: Fetal cerebellar abnormalities are associated with neurodevelopmental disorders and structural brain malformations. Accurate and early diagnosis is crucial for prenatal counseling and planning postnatal interventions. While prenatal ultrasound is a key tool for detecting fetal brain abnormalities, variations in diagnostic accuracy across studies necessitate a systematic evaluation of its effectiveness in diagnosing cerebellar abnormalities.

Nanoscale visualization of crack tips inside molten corium-concrete interaction debris using 3D-FIB-SEM with multiphase positional misalignment correction.

Characterizing molten corium-concrete interaction (MCCI) fuel debris in Fukushima reactors is essential to develop efficient methods for its removal. To enhance the accuracy of microscopic observation and focused ion beam (FIB) microsampling of MCCI fuel debris, we developed a three-dimentional FIB scanning electron microscopy (SEM) technique with a multiphase positional misalignment (MPPM) correction method. This system automatically aligns voxel positions, corrects contrast, and removes artifacts from a series of over 500 SEM images.

Revolutionizing public health through digital health technology.

The aging population and increasing chronic diseases strain public health systems. Advancements in digital health promise to tackle these challenges and enhance public health outcomes. Digital health integrates digital health technology (DHT) across healthcare, including smart consumer devices.

Intraoperative initial intracranial pressure demonstrates high diagnostic efficacy for postoperative intestinal mucosal barrier dysfunction following severe traumatic brain injury.

Objective: To investigate the risk factors and their diagnostic efficacy for postoperative intestinal mucosal barrier dysfunction (IBD) following severe traumatic brain injury (sTBI).

Methods: There were 140 patients with sTBI enrolled in this study. Univariate and multivariate logistic regression analyses were conducted to assess the relationship between the clinical data and postoperative IBD in sTBI patients and determine the independent risk factors.

Analysis of MRI-based vertebral bone quality (VBQ) scores in patients with degenerative lumbar scoliosis.

Introduction: Degenerative lumbar scoliosis (DLS) often causes various issues such as neural symptoms and osteoporosis (OP). Vertebral bone quality (VBQ) is a crucial factor that surgeons take into consider prior to surgery. However, little attention has been given to the use of VBQ in evaluating vertebral bone mass in DLS patients.

Posttranslational modifications in cardiac metabolic remodeling mediated by metabolites: Implications for disease pathology and therapeutic potential.

The nonenergy-producing or biomass-accumulating functions of metabolism are attracting increasing attention, as metabolic changes are gaining importance as discrete signaling pathways in modulating enzyme activity and gene expression. Substantial evidence suggests that myocardial metabolic remodeling occurring during diabetic cardiomyopathy, heart failure, and cardiac pathological stress (e.g.

Clinical Features Evaluation of Myopic Fundus tessellation from OCTA and MfERG.

Purpose: To evaluate the differences in fundus tessellation among various severities using multifocal visual electrophysiology (MfERG) and optical coherence tomography angiography (OCTA) for clinical grading and treatment.

Methods: This study included 52 patients totaling 87 eyes. The Early Treatment Diabetic Retinopathy Study (ETDRS) grid division method was utilized to assess Grade of fundus tessellation.

Diffuse large B-cell lymphoma cell-derived exosomal NSUN2 stabilizes PDL1 to promote tumor immune escape and M2 macrophage polarization in a YBX1-dependent manner.

Background: Diffuse large B-cell lymphoma (DLBCL) is a prevalent and aggressive form of non-Hodgkin's lymphoma with a complex etiology. NOP2/Sun domain 2 (NSUN2) is an RNA methyltransferase that has been linked to the regulation of gene expression in various cancers. However, the function of NSUN2 in DLBCL, specifically its contribution to exosome-driven tumor progression, remains to be thoroughly elucidated.

Prevalence and factors influencing preoperative frailty in elderly patients with gynecologic oncology surgery: A cross-sectional study.

Background: Frailty is an important predictor of poor postoperative outcomes in elderly patients with gynaecologic cancer. However, the prevalence and risk factors for frailty in this population remain unclear.

Methods: This cross-sectional study was conducted simultaneously in three gynecology departments of a tertiary hospital in China between January and March 2024.

Functional analysis of quorum sensing-mediated pathogenicity in Burkholderia contaminans SK875 using transposon mutagenesis.

Burkholderia contaminans SK875, a member of Burkholderia cepacia complex (Bcc), are known to cause lung infections in cystic fibrosis patients. To gain deeper insights into its quorum sensing (QS)-mediated pathogenicity, we employed a transposon (Tn) insertion-based random mutagenesis approach. A Tn mutant library comprising of 15,000 transconjugants was generated through conjugation between wild-type (WT) recipient B.

Inhibition of Neutral Sphingomyelinase-2 restrains Enterovirus 71 Infection by Autophagy.

Enterovirus 71 (EV-71) is a major pathogenic factor that causes hand, foot, and mouth disease in young children and infants. Given the limited treatments for EV-71 infection, discovering new host factors and understanding the mechanisms involved will aid in combating this viral infection. Neutral sphingomyelinase-2 (nSMase-2, encoded by SMPD3) is a crucial cellular cofactor in viral infection.

Bacteriophage M13KE as a Nanoparticle Platform to Display and Deliver a Pathogenic Epitope: Development of an Effective Porcine Epidemic Diarrhoea Virus Vaccine.

Porcine epidemic diarrhoea virus (PEDV) is a porcine enteric coronavirus, outbreaks and epidemics of which have caused huge economic losses to the livestock industry. The disadvantage of existing PEDV vaccines is that the unstable efficacy and high cost limit their widespread use. Therefore, there is an urgent need to develop a recombinant transgenic vaccine candidate for PEDV.

Isolation, identification, and pathogenicity of a goose astrovirus 1 strain from goslings in Jiangsu province, China.

Goose astrovirus (GAstV) poses a large threat to the goose industry in China, with two genotypes: goose astrovirus genotype 1 (GAstV-1) and GAstV-2. GAstV-2 causes gout in goslings; however, understanding of GAstV-1 is limited. In this study, the GAstV-1 strain JY202323, was isolated from dead goslings, and its complete genome sequence was obtained using next-generation sequencing.

Protective effect of curcumin-loaded zeolitic imidazolate framework-8-based pH-responsive drug delivery system against Staphylococcus aureus infection.

Mastitis, generally caused by pathogenic microorganisms, is a serious disease in dairy farming. Staphylococcus aureus (S. aureus) is one of the main pathogens that induces mastitis in dairy cows.

Laminin-dystroglycan mediated ferroptosis in hemorrhagic shock and reperfusion induced-cognitive impairment through AMPK/Nrf2.

Hemorrhagic shock and reperfusion (HSR) is the main cause of death following trauma. Cognitive impairment may persist after successful resuscitation from hemorrhagic shock, but the mechanisms remain elusive. This study demonstrated the presence of ferroptosis in an in vitro model of oxygen-glucose deprivation and reoxygenation (OGD/R) in HT22 neurons, and also in a murine model of HSR using 3-month-old C57BL/6 mice.

Fasting enhances the efficacy of Sorafenib in breast cancer via mitophagy mediated ROS-driven p53 pathway.

The multi-kinase inhibitor sorafenib has shown potential to inhibit tumor cell growth and intra-tumoral angiogenesis by targeting several kinases, including VEGFR2 and RAF. Abnormal activation of the Ras/Raf/MAPK/ERK kinase cascade and the VEGF pathway is a common feature in breast cancer. However, the efficacy of sorafenib in breast cancer treatment remains limited.

Therapeutic effects of probiotics on symptoms of irritability/emotional lability associated with neurodevelopmental conditions: a systematic review and meta-analysis of placebo-controlled trials.

Objectives: The current study aimed at investigating the efficacies of probiotics in alleviating the symptoms of irritability/emotional lability in individuals with a neurodevelopmental condition.

Methods: Randomized placebo-controlled trials were identified through searching major electronic databases from inception to December, 2023. The outcome of interests included improvements in the symptoms of irritability/emotional lability.

Efficient Spermidine Production Using a Multi-Enzyme Cascade System Utilizing Methionine Adenosyltransferase from Lactobacillus fermentum with Reduced Product Inhibition and Acidic pH Preference.

Methionine adenosyltransferases (MATs; EC 2.5.1.