Prediction of compressor aerodynamic noise based on transfer learning Random Forest.

Aerodynamic noise is an important evaluation indicator for high-pressure ratio centrifugal compressors. However, using traditional numerical methods to predict aerodynamic noise requires significant computational resources and time, making it challenging to quickly assess the aerodynamic noise of compressors. This study proposes a transfer learning-based method for predicting the aerodynamic noise of centrifugal compressors.

High-throughput screening of dual-target inhibitors for SARS-CoV-2 main protease and papain-like protease from Chebulae Fructus: prediction and experimental verification.

Background: The unavoidable propagation of the coronavirus disease 2019 (COVID-19), caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), has underscored the urgent requirement for efficacious therapeutic agents. The dried fruit of Retz., namely Chebulae Fructus, is widely used for treating bacterial and viral infectious diseases, which was witnessed to perform anti-SARS-CoV-2 activity in recommended Chinese patent medicine.

Angle attitude control for a networked pneumatic muscle actuators system with input quantization: A prescribed-time nonlinear ESO approach.

In this paper, angle attitude control is investigated for a networked pneumatic muscle actuators system (NPMAS) with input quantization and disturbance. A hysteretic quantizer is presented to effectively avoid the problem of high frequency oscillation in the process of quantization. A novel prescribed-time nonlinear extended state observer (PTNESO) is designed to continuously observe states and lumped disturbances of NPMAS, which ensures that the observation error converges in prescribed time.

Effect of AQP4 and its palmitoylation on the permeability of exogenous reactive oxygen species: Insights from computational study.

Aquaporin 4 (AQP4) facilitates the transport of reactive oxygen species (ROS). Both cancer cells and the ionizing radiation microenvironment can induce posttranslational modifications (PTMs) in AQP4, which may affect its permeability to ROS. Because this ROS diffusion process is rapid, microscopic, and instantaneous within and outside cells, conventional experimental methods are inadequate for elucidating the molecular mechanisms involved.

Discovery and evaluation of active compounds from Xuanfei Baidu formula against COVID-19 via SARS-CoV-2 M.

Background: The coronavirus disease 2019 (COVID-19) caused by the severe acute respiratory syndrome coronavirus (SARS-CoV-2) is still a widespread concern. As one of the effective traditional Chinese medicine (TCM) formulae, Xuanfei Baidu formula (XFBD) shows significant efficacy for treatment of COVID-19 patients. However, its antiviral active compounds and mechanism are still unclear.

Simultaneous integrated dose reduction intensity-modulated radiotherapy effectively reduces cardiac toxicity in limited-stage small cell lung cancer.

Objective: To assess the clinical outcomes and toxicities of once daily (QD) simultaneous dose reduction intensity-modulated radiotherapy (SDR-IMRT-QD; SDR-QD) versus conventional QD IMRT (C-QD) and twice daily (BID) IMRT in patients with limited-stage small cell lung cancer (LS-SCLC).

Methods: After propensity score matching (PSM), a retrospective analysis involving 300 patients with LS-SCLC treated using SDR-QD, C-QD, or BID was performed from January 1, 2014 to December 31, 2019. The prescribed irradiation dose in the SDR-QD cohort was 60 Gy/PGTV and 54 Gy/PTV QD.

Effects of membrane lipids on phospholamban pentameric channel structure and ion transportation mechanisms.

Protein-lipid interactions are an essential element of the function of many membrane ion-channel proteins. These potential interactions should be considered alongside the diversity and complexity of membrane lipid composition. Phospholamban (PLN) is an inhibitor of sarcoplasmic reticulum Ca ATPase (SERCA).

CO Oxidation Catalytic Effects of Intrinsic Surface Defects in Rhombohedral LaMnO.

There is an ongoing effort to replace rare and expensive noble-element catalysts with more abundant and less expensive transition metal oxides. With this goal in mind, the intrinsic defects of a rhombohedral perovskite-like structure of LaMnO and their implications on CO catalytic properties were studied. Surface thermodynamic stability as a function of pressure (P) and temperature (T) were calculated to find the most stable surface under reaction conditions (P=0.

Probing the formation, structure and free energy relationships of M protein dimers of SARS-CoV-2.

The M protein of the novel coronavirus 2019 (SARS-CoV-2) is the major structural component of the viral envelope and is also the minimum requirement for virus particle budding. M proteins generally exist as dimers. In virus assembly, they are the main driving force for envelope formation through lateral interactions and interactions with other viral structural proteins that play a central role.

Characterization of the SARS-CoV-2 E Protein: Sequence, Structure, Viroporin, and Inhibitors.

The COVID-19 epidemic is one of the most influential epidemics in history. Understanding the impact of coronaviruses (CoVs) on host cells is very important for disease treatment. The SARS-CoV-2 envelope (E) protein is a small structural protein involved in many aspects of the viral life cycle.

Prediction of LncRNA-encoded small peptides in glioma and oligomer channel functional analysis using in silico approaches.

Glioma is a lethal malignant brain cancer, and many reports have shown that abnormalities in the behavior of water and ion channels play an important role in regulating tumor proliferation, migration, apoptosis, and differentiation. Recently, new studies have suggested that some long noncoding RNAs containing small open reading frames can encode small peptides and form oligomers for water or ion regulation. However, because the peptides are difficult to identify, their functional mechanisms are far from being clearly understood.

Effects of amino acid modifications on the permeability of the pentameric sarcolipin channel.

Sarcolipin (SLN) is an important transmembrane (TM) protein encoded by long noncoding RNA. SLN is expressed in the sarcoplasmic reticulum and regulates cardiac and skeletal muscle contractions. SLN forms a pentameric hydrophobic ligand-gated ion channel.

Computational Study of the Ion and Water Permeation and Transport Mechanisms of the SARS-CoV-2 Pentameric E Protein Channel.

Coronavirus disease 2019 (COVID-19) is caused by a novel coronavirus (SARS-CoV-2) and represents the causative agent of a potentially fatal disease that is a public health emergency of international concern. Coronaviruses, including SARS-CoV-2, encode an envelope (E) protein, which is a small, hydrophobic membrane protein; the E protein of SARS-CoV-2 shares a high level of homology with severe acute respiratory syndrome coronavirus (SARS-CoV). In this study, we provide insights into the function of the SARS-CoV-2 E protein channel and the ion and water permeation mechanisms using a combination of methods.

Factors controlling surface oxygen exchange in oxides.

Reducing the working temperature of solid oxide fuel cells is critical to their increased commercialization but is inhibited by the slow oxygen exchange kinetics at the cathode, which limits the overall rate of the oxygen reduction reaction. We use ab initio methods to develop a quantitative elementary reaction model of oxygen exchange in a representative cathode material, LaSrCoO, and predict that under operating conditions the rate-limiting step for oxygen incorporation from O gas on the stable, (001)-SrO surface is lateral (surface) diffusion of O-adatoms and oxygen surface vacancies. We predict that a high vacancy concentration on the metastable CoO termination enables a vacancy-assisted O dissociation that is 10-10 times faster than the rate limiting step on the Sr-rich (La,Sr)O termination.

Self-assembling study of sarcolipin and its mutants in multiple molecular dynamic simulations.

The Sarcolipin (SLN) is a single trans-membrane protein that can self-assembly to dimer and oligomer for playing importantphysiological function. In this work, we addressed the dimerization of wild type SLN (wSLN) and its mutants (mSLNs) - I17A and I20A, using both coarse-grained (CG) and atomistic (AT) molecular dynamics (MD) simulations. Our results demonstrated that wSLN homodimer assembled as a left-handed helical complex, while mSLNs heterodimers assembled as right-handed complexes.

Transmembrane dynamics of the Thr-5 phosphorylated sarcolipin pentameric channel.

Sarcolipin (SLN), an important membrane protein expressed in the sarcoplasmic reticulum (SR), regulates muscle contractions in cardiac and skeletal muscle. The phosphorylation at amino acid Thr5 of the SLN protein modulates the amount of Ca(2+) that passes through the SR. Using molecular dynamics simulation, we evaluated the phosphorylation at Thr5 of pentameric SLN (phospho-SLN) channel's energy barrier and pore characteristics by calculating the potential of mean force (PMF) along the channel pore and determining the diffusion coefficient.

Molecular dynamics of water and monovalent-ions transportation mechanisms of pentameric sarcolipin.

The Sarcolipin (SLN) is a transmembrane protein that can form a self-assembled pentamer. In this work, the homology modeling and all-atom molecular dynamic (MD) simulation was performed to study the model of SLN pentamer in POPC (1-palmitoyl-2-oleoyl-sn-glycero-3-phosphocholine) membrane. The potential of mean force (PMF) was calculated for transmembrane transportation of Na(+), Cl(-) and water molecule along the pore channel of penta-SLN complex.