BACKGROUND: Epidermal growth factor receptor (EGFR) sensitive mutation is one of the effective targets of targeted therapy for non-small cell lung cancer (NSCLC). However, due to the difficulty of obtaining some primary tissues and the economic factors in some underdeveloped areas, some patients cannot undergo traditional genetic testing. The aim of this study is to establish a machine learning (ML) model using non-invasive peripheral blood markers to explore the biomarkers closely related to EGFR mutation status in NSCLC and evaluate their potential prognostic value. METHODS: 2642 lung cancer patients who visited Jiangsu Cancer Hospital from November 2016 to May 2023 were retrospectively enrolled and finally 175 NSCLC patients with complete follow-up data were included in the study. The ML model was constructed based on peripheral blood indicators and divided into training set and test set according to the ratio of 8:2. Unsupervised learning algorithms were used for clustering blood features and mutual information method for feature selection, and an ensemble learning algorithm based on Shapley value was designed to calculate the contribution of each feature to the model prediction result. The receiver operating characteristic (ROC) curve was used to evaluate the predictive ability of the model. RESULTS: Through the feature extraction and contribution analysis of the predictive results of the interpretable ML model based on the Shapley value, the top ten indicators with the highest contribution were: pathological type, phosphorus, eosinophils, monocyte count, activated partial thromboplastin time, potassium, total bilirubin, sodium, eosinophil percentage, and total cholesterol. The area under the curve (AUC) of the model was 0.80. In addition, patients with hyponatremia and squamous cell carcinoma group had a poor prognosis (P<0.05). CONCLUSIONS The interpretable model constructed in this study provides a new approach for the prediction of EGFR mutation status in NSCLC patients, which provides a scientific basis for the diagnosis and treatment of patients who cannot undergo genetic testing.
Humans ; Carcinoma, Non-Small-Cell Lung/diagnosis* ; Machine Learning ; Lung Neoplasms/diagnosis* ; Male ; Female ; Mutation ; Middle Aged ; ErbB Receptors/genetics* ; Prognosis ; Aged ; Retrospective Studies ; Adult ; Biomarkers, Tumor/genetics*

Loss-of-function variants in CSDE1 have been strongly linked to neuropsychiatric disorders, yet the precise role of CSDE1 in neurogenesis remains elusive. In this study, we demonstrate that knockout of Csde1 during cortical development in mice results in impaired neural progenitor proliferation, leading to abnormal cortical lamination and embryonic lethality. Transcriptomic analysis revealed that Csde1 upregulates the transcription of genes involved in the cell cycle network. Applying a dual thymidine-labelling approach, we further revealed prolonged cell cycle durations of neuronal progenitors in Csde1-knockout mice, with a notable extension of the G1 phase. Intersection with CLIP-seq data demonstrated that Csde1 binds to the 3' untranslated region (UTR) of mRNA transcripts encoding cell cycle genes. Particularly, we uncovered that Csde1 directly binds to the 3' UTR of mRNA transcripts encoding Cdk6, a pivotal gene in regulating the transition from the G1 to S phases of the cell cycle, thereby maintaining its stability. Collectively, this study elucidates Csde1 as a novel regulator of Cdk6, sheds new light on its critical roles in orchestrating brain development, and underscores how mutations in Csde1 may contribute to the pathogenesis of neuropsychiatric disorders.
Animals ; Neurogenesis/genetics* ; Cell Cycle/genetics* ; Mice, Knockout ; Mice ; Neural Stem Cells/metabolism* ; DNA-Binding Proteins/metabolism* ; Cyclin-Dependent Kinase 6/genetics* ; Cell Proliferation ; 3' Untranslated Regions ; Cerebral Cortex/embryology* ; RNA-Binding Proteins ; Mice, Inbred C57BL

With the development of precision medicine and genetic testing technologies,the treatment mode of non-small cell lung cancer(NSCLC)has shifted from the previous simple model to a complex personalized therapeutic strategy.Precise genetic typing has revolutionized NSCLC,transforming it from a disease into a highly heterogeneous group of diseases,emphasizing thecritical need for individualized treatment plans.Rare mutation groups that were previously overlooked are currently receiving greater attention in personalized treatment approaches.In recent years,various treatment methods targeting rare mutations,such as small-molecule inhibitors,immunotherapy,and antibody-drug conjugates,have continuously emerged,bringing new hope to patients with rare mutations.This article aims to elucidate the latest research findings and treatment strategies for rare mutations in advanced NSCLC,expecting to contribute to achieving precise and personalized treatment approaches,thereby improving the quality of life and prognosis of patients.

Objective:To establish an HPLC method for benzyl benzoate related substances and propose revision suggestions for the quality standard of this excipient.Methods:Phenylsilane bond and silica gel were used as fill-ers,and methanol-1％acetic acid(60:40)was used as the mobile phase at the flow rate of 1.0 mL·min-1.The detection wavelength was 254 nm and the injection amount was 20 μL.Results:Based on the results of the de-struction test and taking into account the separation requirements,the chromatographic conditions for benzyl benzo-ate related substances were confirmed and methodological validation was conducted.The detection limits for benzoic acid and benzaldehyde in related substances were 0.2 μg·mL-1 and 0.01 μg·mL-1.The correction factors for benzoic acid and benzaldehyde were 1.0 and 0.1,respectively.According to the newly established method,six batches of benzyl benzoate samples from four enterprises were inspected for related substances,and benzaldehyde was detected with content from 0.02％to 0.1％.The total amount of impurities was from 0.02％to 0.9％.Conclusion:The newly established method can be added to the quality standards of benzyl benzoate,and different impurity limits can be formulated according to the different administration routes in order to better control drug quality.

Objective:To explore the factors affecting and improvement recommendations about the congealing temperature of benzyl benzoate as pharmaceutical excipient by the method in the Chinese pharmacopoeia.Methods:The influence of seven factors such as measuring device,sample size,melting temperature,condensation tempera-ture,stop stirring time,stirring frequency and reading of congealing temperature on the determination of congealing temperature of benzyl benzoate was investigated.Results:The key factor for determination of benzyl benzoate con-gealing temperature was the stop stirring time,which was more reasonable when the sample temperature drops to constant or starts to rise slightly was reasonable.Conclusion:The improved method has better accuracy and repeat-ability,and is suitable for the measuring the congealing temperature of pharmaceutical excipient benzyl benzoate.

【Objective】 To compare the desalination effects of five desalination methods and their effects on the components for human coagulation factor Ⅷ(FⅧ), and provide reference for selection of protein desalination methods. 【Methods】 Sephadex G-25 Medium gel, Fractogel EMD BioSEC gel, ultrafiltration, room temperature dialysis and 4℃ dialysis were used to desalt human FⅧ. The desalination effect was evaluated by the removal rate of Na +, citrate ion and glycine. FⅧ protein recovery, FⅧ activity (FⅧ∶C), VWF antigen (VWF∶Ag), VWF activity(VWF∶Ac), VWF polymers and SDS-PAGE analysis before and after desalination were compared to evaluate the effect of desalination on FⅧ components. 【Results】 In terms of desalination effect, the removal rate of Na⁺ was the lowest in ultrafiltration desalination, while that of Fractogel EMD BioSEC gel was the highest [(97.90±0.06) % vs (99.82±0.07) %]. Except that there was no statistical significance between Sephadex G-25 Medium gel desalination and Fractogel EMD BioSEC gel desalination (P=0.90), the removal rates of the other four methods were statistically significant. The removal rate of glycine was the lowest in ultrafiltration desalination, wihle that of Fractogel EMD BioSEC gel desalination was the highest [(95.78±0.42) % vs (99.81±0.08) %]. Significant difference in glycine removal was noticed in ultrafiltration desalination, but not among the other four desalination methods. There was no significant difference in the removal rate of citrate ions among the five methods (P=0.85). For the effect of FⅧ components, FⅧ∶C, VWF∶Ag, VWF∶Ac and protein recovery rates of ultrafiltration desalination were the highest, with (18.34±1.99) IU/mL, (11.81±0.33) IU/mL, (12.26±0.58) IU/mL and (97.13±1.37) %, respectively. There was no significant change in VWF∶Ac/VWF∶Ag before and after desalination by the five methods. SDS-PAGE and VWF polymer analysis showed that different desalination methods had no significant impact on protein composition. 【Conclusion】 Although different desalination methods had no significant effect on the composition of FⅧ protein, the desalination effect was different. Moreover, different desalination methods had significant effects on protein recovery, FⅧ∶C, VWF∶Ag and VWF∶Ac. The selection of desalination methods should be more considered during protein processing,

Objective: To investigate the pathological changes and conduct viral gene analysis of OPA and MVD co-occurrence in Inner Mongolia, China. Methods: Using gross pathology, histopathology, immunohistochemistry, ultrastructural pathology, PCR, and sequence analysis, we investigated the concurrent infection of JSRV and MVV in 319 Dorper rams slaughtered in a private slaughterhouse in Inner Mongolia, in 2022. Results: Of the 319 rams included, 3 showed concurrent JSRV and MVV infection. Gross lung pathology showed diffuse enlargement, consolidation, and greyish-white miliary nodules on the lung surface; the trachea was filled with a white foamy fluid; hilar and mediastinal lymph nodes were significantly enlarged. Histopathology results revealed typical OPA and MVD lesions in the lung tissue. Immunohistochemical results were positive for JSRV envelope protein (Env) in the tumor cells and MVV CA in alveolar macrophages. Transmission electron microscopy showed several virions and autophagosomes in the lung tissue, severely damaged mitochondria, and the induced mitophagy. Nucleotide sequences obtained for JSRV env and MVV gag showed the highest homology with the Inner Mongolian strains of JSRV env (JQ837489) and MVV gag (MW248464). Conclusions and Relevance: Our study confirmed that OPA and MVD co-occurrence and identified the pathological changes in Inner Mongolia, China, thereby providing references for the identification of concurrent JSRV and MVV infections.

[This corrects the article DOI: 10.1016/j.apsb.2021.03.002.].

[This corrects the article DOI: 10.1016/j.apsb.2021.03.002.].

Objective:To analyze the clinical adverse events of the first carbon ion therapy system in radiotherapy for cancer patients in China.Methods:A retrospective analysis was conducted on the clinical trial monitoring data of the carbon ion therapy system obtained by the Pharmacovigilance Center of Gansu Province. A descriptive study was conducted on the demographic characteristics, radiotherapy techniques, irradiation site and dose parameters, postoperative follow-up, and adverse event information of 46 tumor patients who received carbon ion therapy and participated in the clinical trial in Wuwei Cancer Hospital, Gansu Province from November 2018 to February 2019. Frequency and percentage were used to describe and analyze the occurrence of adverse events after carbon ion therapy for cancer patients in different groups. All subjects who received radiotherapy were grouped according to the treatment dose and fractionation method.Results:The median age of the 46 patients was 47 years old, and the male to female ratio was 30∶16. There were 15, 5, 8, 9, and 9 patients with head and neck, chest, abdomen, pelvic cavity, and limb spinal tumors, respectively. The total duration of radiotherapy was 2-4 weeks for 10-16 times. There were 246 adverse events in 45 cases, with an incidence of 98%. No severe adverse events occurred. The adverse events definitely related to carbon ion devices accounted for 19.1%, and no severe adverse events related to carbon ion devices occurred. According to the evaluation criteria of common terminology criteria for adverse events (CTCAE), the main adverse events were CTCAE grade 2 and below, with only 1 (2%) head and neck tumor patient (nasopharyngeal malignant tumor) experienced CTCAE grade 3 adverse events after treatment. In addition, 43 patients developed acute adverse reactions, with an incidence of 93%, mainly involving the skin, mucosa, eyes, ears, pharynx and esophagus, upper gastrointestinal tract, lower gastrointestinal tract (including pelvic cavity), lung, genitourinary tract, heart, central nervous system and hematology (white blood cells, platelets and neutrophils), etc. Conclusion:The adverse reactions of patients treated with the first carbon ion therapy system are mainly CTCAE grade 2 and below, and the clinical adverse events are mild and controllable.