Remaining Useful Life Prediction for Rolling Bearings Based on TCN-Transformer Networks Using Vibration Signals.

Remaining useful life (RUL) prediction plays a core role in industrial prognostics and health management (PHM), requiring data-driven models with higher predictive capability for accurate long time series prediction. Developing reliable deep learning-based models based on multi-sensor monitoring data is fundamental for accurately predicting vibration trends during bearing operation and is crucial for bearing fault diagnosis and RUL prediction. In this work, a method for constructing a health index based on vibration signal is developed to describe the performance features of rolling bearings, which mainly includes feature extraction, sensitive feature index selection, dimensionality reduction, and normalization methods.

Re-Understanding Silk Aggregates as Bioactive Agents.

Bioactive agents play a pivotal role in determining the function and performance of biomedical products and devices across tissue engineering, regenerative medicine, and cosmetic applications. Silk fibroin (SF) is an extensively used structural biomaterial, yet its inherent bioactive potential remains unexplored for material design. In this study, we developed β-sheet-rich silk nanofiber aggregates (BSNFs) with controlled diameters at ∼20 nm through structural bioinspiration from native silk fibers.

Mechanistic exploration of licorice reconciling Medicine:Huangqi Guizhi Wuwu decoction and Shaoyao Gancao decoction compatibility as an example.

Ethnopharmacological Relevance: Glycyrrhiza uralensis Fisch. (GU) is a pivotal botanical in traditional Chinese medicine (TCM), because of its ability to reconcile various herbs, and its crucial role in numerous formulas. Huanggui Shaogan decoction (HSGD) is an empirical formula, developed by Huangqi Guizhi Wuwu decoction (HGD) and Shaoyao Gancao decoction (SGD), and prepared by adding GU to HGD.

Design, synthesis and biological evaluation of pyrrolopyrimidine urea derivatives as novel KRAS inhibitors for the treatment of cancer.

The KRAS mutation, which occurs in approximately 14 % of lung adenocarcinomas, has recently become a crucial target for therapy via small molecules that covalently bind to the mutated cysteine. In this study, a novel series of pyrrolopyrimidine derivatives was rationally designed and synthesized, employing a structure-based drug design strategy. Through structure-activity relationship (SAR) analysis, compound SK-17 emerged as a direct and highly potent inhibitor of KRAS.

Toxoplasma WH3 Δrop18 acts as a live attenuated vaccine against acute and chronic toxoplasmosis.

Toxoplasma gondii is a significant zoonotic pathogen of toxoplasmosis in humans and animals. Here a live attenuated Toxoplasma vaccine of WH3 Δrop18 was developed. The results showed that all mice vaccinated with WH3 Δrop18 were able to survive when challenge with various strains of Toxoplasma, including RH (type I), ME49 (type II), WH3 or WH6 (type Chinese 1).

Bacteriophage λ exonuclease and a 5'-phosphorylated DNA guide allow PAM-independent targeting of double-stranded nucleic acids.

Sequence-specific recognition of double-stranded nucleic acids is essential for molecular diagnostics and in situ imaging. Clustered regularly interspaced short palindromic repeats and Cas systems rely on protospacer-adjacent motif (PAM)-dependent double-stranded DNA (dsDNA) recognition, limiting the range of targetable sequences and leading to undesired off-target effects. Using single-molecule fluorescence resonance energy transfer analysis, we discover the enzymatic activity of bacteriophage λ exonuclease (λExo).

Discovery of a novel class of reversible monoacylglycerol lipase inhibitors for potential treatment of depression.

Biological studies on the endocannabinoid system (ECS) have suggested that monoacylglycerol lipase (MAGL), an essential enzyme responsible for the hydrolysis of 2-arachidonoylglycerol (2-AG), is a novel target for developing antidepressants. A decrease of 2-AG levels in the hippocampus of the brain has been observed in depressive-like models induced by chronic stress. Herein, employing a structure-based approach, we designed and synthesized a new class of (piperazine-1-carbonyl) quinolin-2(1H)-one derivatives as potent, reversible and selective MAGL inhibitors.

Multiple medicinal chemistry strategies of targeting KRAS: State-of-the art and future directions.

KRAS is the most frequently mutated oncogene and drives the development and progression of malignancies, most notably non-small cell lung cancer (NSCLS), pancreatic ductal adenocarcinoma (PDAC) and colorectal cancer (CRC). However, KRAS proteins have maintained the reputation of being "undruggable" due to the lack of suitable deep pockets on its surface. One major milestone for KRAS inhibition was the discovery of the covalent inhibitors bond to the allosteric switch-II pocket of the KRAS protein.

A DNA-Based Dissipation System that Synchronizes Multiple Fuels.

Artificial dissipative networks have emerged as advanced bionic systems for the development of material technology and synthetic biology. Here, a DNA-based artificial dissipation system is demonstrated that synchronizes multiple energy-rich molecules (fuels) including oligonucleotide, dNTP, and ATP. The autonomous operation of the dissipation system relies on the integration of DNA reaction network including polymerase extension, kinase phosphorylation, and exonuclease digestion.

Simulation-Assisted Localized DNA Logical Circuits for Cancer Biomarkers Detection and Imaging.

DNA-based nanodevices equipped with localized modules have been promising probes for biomarker detection. Such devices heavily rely on the intramolecular hybridization reaction. However, there is a lack of mechanistic insights into this reaction that limits the sensing speed and sensitivity.

Potential Life-Cycle Environmental Impacts of the COVID-19 Nucleic Acid Test.

Massive diagnostic testing has been performed for appropriate screening and identification of COVID-19 cases in the ongoing global pandemic. However, the environmental impacts of COVID-19 diagnostics have been least considered. In this paper, the environmental impacts of the COVID-19 nucleic acid diagnostics were assessed by following a full cradle-to-grave life-cycle approach.

Ultra-specific fluorescence detection of DNA modifying enzymes by dissipation system.

Abnormal expression of DNA modifying enzymes (DMEs) is linked to a variety of diseases including cancers. It is desirable to develop accurate methods for DME detection. However, the substrate-based probe for target DMEs is disturbed by various non-target DMEs that have similar activity resulting in a loss of specificity.

The effect of a loading dose of meropenem on outcomes of patients with sepsis treated by continuous renal replacement: study protocol for a randomized controlled trial.

Background: Sepsis and continuous renal replacement therapy (CRRT) are both responsible for the alterations of the pharmacokinetics of antibiotics. For patients with sepsis receiving CRRT, the serum concentrations of meropenem in the early phase (< 48 h) was significantly lower than that in the late phase (> 48 h). This current trial aimed to investigate whether administration of a loading dose of meropenem results in a more likely achievement of the pharmacokinetic (PK)/pharmacodynamics (PD) target (100% fT > 4 × MIC) and better therapeutic results in the patients with sepsis receiving CRRT.

DNA Logic Circuits for Cancer Theranostics.

Cancer diagnosis and therapeutics (theranostics) based on the tumor microenvironment (TME) and biomarkers has been an emerging approach for precision medicine. DNA nanotechnology dynamically controls the self-assembly of DNA molecules at the nanometer scale to construct intelligent DNA chemical reaction systems. The DNA logic circuit is a particularly emerging approach for computing within the DNA chemical systems.

Diffusion-Weighted Magnetic Resonance Imaging-Guided Dose Painting in Patients With Locoregionally Advanced Nasopharyngeal Carcinoma Treated With Induction Chemotherapy Plus Concurrent Chemoradiotherapy: A Randomized, Controlled Clinical Trial.

Purpose: We hypothesized that diffusion-weighted magnetic resonance imaging (DWI)-guided dose-painting intensity modulated radiation therapy (DP-IMRT) is associated with improved local tumor control and survival in locoregionally advanced nasopharyngeal carcinoma (NPC). The purpose of this randomized study was to compare the efficacy and toxicity of DWI-guided DP-IMRT to conventional magnetic resonance imaging (MRI)-based IMRT in locoregional advanced NPC.

Methods And Materials: A total of 260 patients with stage III-IVa NPC disease were randomly assigned in a 1:1 ratio to receive induction chemotherapy followed by chemoradiotherapy by DWI-guided DP-IMRT (group A, n = 130) or conventional MRI-based IMRT (group B, n = 130) in this prospective clinical trial.

Prognostic Relevance of 18F-FDG-PET/CT-Guided Target Volume Delineation in Loco-Regionally Advanced Nasopharyngeal Carcinomas: A Comparative Study.

Introduction: An optimal approach to define tumor volume in locoregionally advanced nasopharyngeal carcinoma (NPC) using 18F-fluorodeoxyglucose positron emission tomography/computed tomography (FDG-PET/CT) remains unclear. This retrospective study aimed at comparing the outcomes and toxicities of different FDG-PET/CT-guided techniques for primary tumor volume delineation in locoregionally advanced NPC.

Methods: From August 2015 to February 2018, 292 patients with stage III-IVB NPC received FDG-PET/CT-guided IMRT.

Effects of Cognitive Behavioral Therapy for Depression and Anxiety, Response Rates and Adverse Events in Patients with Locoregional Advanced Nasopharyngeal Carcinoma.

Purpose: This retrospective study investigated the effects of cognitive behavioral therapy (CBT) on depression, anxiety, response rates, and adverse events in patients with locoregional advanced nasopharyngeal carcinoma (NPC).

Methods: A total of 269 patients with diagnosis of stage III-IVA NPC received either CBT plus chemoradiotherapy (CBT group, n = 136) or treatment as usual (TAU) plus chemoradiotherapy (TAU group, n = 133). Patients in the CBT group received a series of 6 CBT sessions for 6 weeks during concurrent chemoradiotherapy.

Nomograms Forecasting Long-Term Overall and Cancer Specific Survival of Patients With Head and Neck Neuroendocrine Carcinoma.

Background: The purpose of this retrospective analysis was to build and validate nomograms to predict the cancer-specific survival (CSS) and overall survival (OS) of head and neck neuroendocrine carcinoma (HNNEC) patients.

Methods: A total of 493 HNNEC patients were selected from the Surveillance, Epidemiology, and End Results (SEER) database between 2004 and 2015, and 74 HNNEC patients were collected from the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital (HCH) between 2008 and 2020. Patients from SEER were randomly assigned into training (N=345) and internal validation (N=148) groups, and the independent data group (N=74) from HCH was used for external validation.

Engineering high-robustness DNA molecular circuits by utilizing nucleases.

Toehold-mediated strand displacement (TMSD) as an important player in DNA nanotechnology has been widely utilized for engineering non-enzymatic molecular circuits. However, these circuits suffer from uncontrollable leakage and unsatisfactory response speed. We utilized site-specific and sequence-independent nucleases to engineer high- robustness DNA molecular circuits.

Single-molecule dynamic DNA junctions for engineering robust molecular switches.

DNA molecular switches have emerged as a versatile and highly programmable toolbox and are extensively used in sensing, diagnosis, and therapeutics. Toehold mediated strand displacement serves as the core reaction for signal transduction and amplification. However, the severe leakage of this reaction limits the development of scalable and robust circuits.