Publications by authors named "JiaWei Liang"

Recently, imaging investigation of brain development has increasingly captured the attention of researchers and clinicians in an attempt to understand the link between the brain and behavioral changes. Although high-field MR imaging of infants is feasible, the necessary customizations have limited its accessibility, affordability, and reproducibility. Low-field MR, as an emerging solution for scrutinizing developing brain, has exhibited its unique advantages in safety, portability, and cost-effectiveness.

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Background: There has been no research investigating susceptibility-weighted imaging (SWI) radiomics features in evaluating molecular makers in gliomas. The aim of this study was to assess the predictive value of radiomics features extracted from structural magnetic resonance imaging (MRI), apparent diffusion coefficient (ADC), and SWI in determining World Health Organization (WHO) Grade, isocitrate dehydrogenase () mutation, and oxygen 6-methylguanine-DNA methyltransferase (MGMT) promoter methylation in patients with diffuse gliomas.

Methods: Retrospective MRI data of 539 patients from University of California San Francisco and Nanjing Drum Tower Hospital between January 2010 and December 2022 were analyzed in this study.

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Objective: The objective of this study aimed to investigate the risk factors for poor wound healing (PWH) after posterior lumbar spinal fusion. Currently, there is limited research on the application of machine learning in analyzing PWH after spinal surgery. Thus, our primary aim is to using machine learning identify these risk factors and construct a clinical risk prediction model.

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  • The study examined how different diets, particularly those including cassava pellets and enzyme supplements, affect the growth and gut microbiota of broiler chicks.
  • Results showed that a diet with 10% cassava pellets significantly improved weight gain and meat quality compared to a basic diet.
  • The addition of cassava pellets also enhanced the microbial composition in the gut, indicating potential benefits for poultry health and productivity.
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  • * Using patient data, the CFD model simulated blood flow dynamics in the connection between the pulmonary veins and the left atrium while analyzing various anastomosis sizes for their impact on flow velocity, pressure, and energy loss.
  • * Results showed that larger anastomotic sizes led to lower energy loss and pressure, but sizes above 18 mm provided no additional efficiency gains, helping surgeons better plan preoperative procedures for TAPVC.
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  • RNF168 is an important protein involved in DNA damage repair, specifically regulating how DNA is marked for repair by adding ubiquitin to certain sites on histone H2A.
  • The study developed new chemical strategies and used cryo-electron microscopy to create detailed images of how RNF168 interacts with the E2 enzyme UbcH5c and nucleosomes during this process.
  • It revealed a unique binding mode for RNF168 that differs from other E3 ligases, providing valuable insights into how this protein functions and how mutations may affect its role in DNA repair.
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Aim: To optimize gastric cancer screening score and reduce screening costs using machine learning models.

Methods: This study included 228,634 patients from the Taizhou Gastric Cancer Screening Program. We used three machine learning models to optimize Li's gastric cancer screening score: Gradient Boosting Machine (GBM), Distributed Random Forest (DRF), and Deep Learning (DL).

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In order to study the effect of HS on gas adsorption in a coal seam, the adsorption characteristics of single-component CO, CH, N, and HS and multicomponent HS mixed with CO, CH, and N by anthracite were simulated by using the Grand Canonical Ensemble Monte Carlo (GCMC) method. The results show that the adsorption capacity of CO, CH, N, and HS in anthracite decreases with increasing temperature and increases with increasing pressure. The isothermal adsorption curves of CO, CH, N, and HS and different proportions of HS/CH, HS/N, and HS/CO are highly consistent with the Langmuir equation, and the is above 0.

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MAF bZIP transcription factor G (MAFG)-driven astrocytes have been reported to promote inflammation in the CNS. However, its function in depression, the primary cause of disability worldwide, has not been well characterized. This study investigated the possible perturbation of heme oxygenase 1 (HMOX1, also known as HO1) by the transcription factor MAFG as an underlying mechanism of the development of depression.

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Introduction: The triglyceride glucose index (TyG) is associated with cardiovascular diseases; however, its association with stroke remains unclear. This study aimed to elucidate this relationship by examining two extensive cohort studies using two-sample Mendelian randomization (MR).

Methods: Using data from the 1999-2018 National Health and Nutrition Examination Survey (NHANES) and the Medical Information Mart for Intensive Care (MIMIC)-IV, the correlation between TyG (continuous and quartile) and stroke was examined using multivariate Cox regression models and sensitivity analyses.

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Background: Enteroviruses-infected hand, foot, and mouth disease (HFMD) seriously threatens human health. This study aimed to analyze the research status, hotspots, and frontiers of HFMD.

Methods: Publications on HFMD between January 1, 2006, and January 31, 2023, were retrieved from the Web of Science Core database.

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Radiative cooling textiles hold promise for achieving personal thermal comfort under increasing global temperature. However, urban areas have heat island effects that largely diminish the effectiveness of cooling textiles as wearable fabrics because they absorb emitted radiation from the ground and nearby buildings. We developed a mid-infrared spectrally selective hierarchical fabric (SSHF) with emissivity greatly dominant in the atmospheric transmission window through molecular design, minimizing the net heat gain from the surroundings.

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The antibiotic resistance (ABR) crisis is an urgent global health priority. Staphylococci are among the problematic bacteria contributing to this emergency owing to their recalcitrance to many clinically important antibiotics. Staphylococcal pathogenesis is further complicated by the presence of small colony variants (SCVs), a bacterial subpopulation displaying atypical characteristics including retarded growth, prolific biofilm formation, heightened antibiotic tolerance, and enhanced intracellular persistence.

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Objective: (, AB) represents a major species of Gram-negative bacteria involved in bloodstream infections (BSIs) and shows a high capability of developing antibiotic resistance. Especially, carbapenem-resistant (CRAB) becomes more and more prevalent in BSIs. Hence, a rapid and sensitive CRAB detection method is of urgent need to reduce the morbidity and mortality due to CRAB-associated BSIs.

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Objective: Temporal lobe epilepsy (TLE) predominantly originates from the anteromedial basal region of the temporal lobe, and its prognosis is generally favorable following surgical intervention. However, TLE often appears negative in magnetic resonance imaging (MRI), making it difficult to quantitatively diagnose the condition solely based on clinical symptoms. There is a pressing need for a quantitative, automated method for detecting TLE.

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Background: The blood urea nitrogen-to-creatinine ratio (BUNCR) has been proposed as a potential biomarker for critical illness-induced catabolism. However, its specific relevance and significance in the context of non-traumatic intracranial hemorrhage (NTIH) remains unclear. As such, the primary objective of this study was to determine the role of BUNCR in the prognosis of patients with NTIH.

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  • Glioma is a highly aggressive brain tumor with a poor prognosis, and the role of TBC1D1 in its development is not well understood.
  • * TBC1D1 expression was analyzed using various assays, revealing that high levels are linked to worse patient outcomes and promote glioma cell proliferation, migration, and invasion.
  • * The study suggests that TBC1D1 influences glioma aggression through the P-LIMK/cofilin pathway, impacting the cytoskeleton and opening avenues for potential therapeutic interventions.
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Municipal solid waste incineration fly ash (MSWIFA) can be reused as a positive additive to strengthen soft soil. In this study, MSWIFA was initially used as a supplementary solidification material in combination with ordinary Portland cement to prepare fly ash cement-stabilized soil (FACS) with silty sand and silty clay, respectively. The ratio of MWSIFA to total mass was 5%, 10%, and 15%, and the cement content was set as 10% and 15%.

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Background: Triglyceride glucose (TyG) is associated with stroke, atherosclerosis, and adverse clinical outcomes. However, its correlation with cerebrovascular disease (CVD) mortality remains unclear. This study aimed to investigate the relationship between TyG index and mortality in patients with CVD.

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Background: Chemoresistance is a significant factor contributing to tumor recurrence and treatment failure in non-small cell lung cancer (NSCLC). The phosphofructokinase, platelet (PFKP) is highly expressed in NSCLC and is associated with a poor prognosis. Exploring the molecular mechanism and identifying effective strategies to overcome chemoresistance will have important clinical significance in improving the diagnosis and treatment of NSCLC.

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  • A new treatment for vascular blockages has been created to improve upon existing thrombolytic therapies, using a specialized nano-propeller technology that includes iron oxide and offers both fluorescent and magnetic properties.
  • This innovative platform can be guided to target blood clots with precision and can be activated using near-infrared light and magnetotherapy.
  • In tests on mice with thrombus lesions, this multi-faceted approach demonstrated about an 80% reduction in blood clot residues, suggesting it significantly enhances both the effectiveness and speed of thrombolytic therapy.
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BRD4 is a member of the BET protein family involved in chromatin remodeling and transcriptional regulation. Several BET inhibitors (BETi) have entered clinical trials, demonstrating potential in inducing cancer cell apoptosis and tumor regression. However, resistance to BETi is common in solid tumors.

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Introduction: Staphylococci are among the list of problematic bacteria contributing to the global antibiotic resistance (ABR) crisis. Their ability to adopt the small colony variant (SCV) phenotype, induced by prolonged antibiotic chemotherapy, complicates staphylococcal infection control options. Novel and alternative approaches are needed to tackle staphylococcal infections and curb ABR.

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Objective: A partition multi-effect precision-care gel facial mask conforming to facial skin characteristics was prepared using three-dimensional (3D) printing technology.

Methods: First, the hydrogel matrix and humectant of a 3D-printed gel for facial masks were screened, and three 3D-printed gels of arbutin, hexapeptide, and salicylic acid were prepared with whitening, wrinkle removal, and oil control functions, respectively. Skin irritation tests were performed on the gels.

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Lithium compounds, a classic class of metal complex medicine that target GSK 3β and are widely known as mood-stabilizer, have recently been reported as potential anti-tumor drugs. The objective of this investigation was to explore the anticancer potential of lithium chloride (LiCl) and elucidate its mode of action in pancreatic cancer cells. The MTT, colony formation, and Edu assay were used to evaluate the impact of LiCl on pancreatic cancer cell proliferation.

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