Cytotoxicity, usually represented by cell viability, is a crucial parameter for evaluating drug safety in vitro. Accurate prediction of cell viability/cytotoxicity could accelerate drug development in the early stage. In this study, by integrating cellular transcriptome and cell viability data using four machine learning algorithms (support vector machine (SVM), random forest (RF), extreme gradient boosting (XGBoost), and light gradient boosting machine (LightGBM)) and two ensemble algorithms (voting and stacking), highly accurate prediction models of 50% and 80% cell viability were developed with area under the receiver operating characteristic curve (AUROC) of 0.90 and 0.84, respectively; these models also showed good performance when utilized for diverse cell lines. Concerning the characterization of the employed Feature Genes, the models were interpreted, and the mechanisms of bioactive compounds with a narrow therapeutic index (NTI) can also be analyzed. In summary, the models established in this research exhibit superior capacity to those of previous studies; these models enable accurate high-safety substance screening via cytotoxicity prediction across cell lines. Moreover, for the first time, Cytotoxicity Signature (CTS) genes were identified, which could provide additional clues for further study of mechanisms of action (MOA), especially for NTI compounds.

In order to understand the genetic variation and whole genome characteristics of goose as-trovirus(GoAstV)in Jiangxi Province,a strain of GoAstV was successfully isolated from a typical gosling gout case sample and the whole genome sequencing and genetic characteristics of the isola-ted strain were analyzed.The results showed that the JXNC1 strain could be stably passaged on LMH cells and could cause mild cytopathic effects in LMH cells.Sequencing and analysis showed that the full-length genome of the strain was 7 173 bp,and its genetic relationship was the closest to the GZ2301(PP966939)reference strain,belonging to the GoAstV-Ⅱ genotype.The complete genome of JXNC1 strain shared 98.1％-98.8％nucleotide similarity with 22 GoAstV-Ⅱ reference strains,and the amino acid similarity of ORF2 gene was 97.6％-99.6％.At the same time,the analysis results showed that the mutation of the strain mainly occurred in the ORF2 gene,and there were 13 amino acid site mutations,of which T630I was a unique mutation.Animal regression experiments showed that the inoculation of JXNC1 strain could cause urate deposition in the or-gans of goslings,congestion and dilatation of hepatic sinusoids,and small focal necrosis of some hepatocytes.Renal tissue tubular dilatation,renal interstitial connective tissue hyperplasia.The re-sults of this study laid a foundation for accurate prevention and control of the disease.

In order to understand the genetic variation and whole genome characteristics of goose as-trovirus(GoAstV)in Jiangxi Province,a strain of GoAstV was successfully isolated from a typical gosling gout case sample and the whole genome sequencing and genetic characteristics of the isola-ted strain were analyzed.The results showed that the JXNC1 strain could be stably passaged on LMH cells and could cause mild cytopathic effects in LMH cells.Sequencing and analysis showed that the full-length genome of the strain was 7 173 bp,and its genetic relationship was the closest to the GZ2301(PP966939)reference strain,belonging to the GoAstV-Ⅱ genotype.The complete genome of JXNC1 strain shared 98.1％-98.8％nucleotide similarity with 22 GoAstV-Ⅱ reference strains,and the amino acid similarity of ORF2 gene was 97.6％-99.6％.At the same time,the analysis results showed that the mutation of the strain mainly occurred in the ORF2 gene,and there were 13 amino acid site mutations,of which T630I was a unique mutation.Animal regression experiments showed that the inoculation of JXNC1 strain could cause urate deposition in the or-gans of goslings,congestion and dilatation of hepatic sinusoids,and small focal necrosis of some hepatocytes.Renal tissue tubular dilatation,renal interstitial connective tissue hyperplasia.The re-sults of this study laid a foundation for accurate prevention and control of the disease.

OBJECTIVE: To observe the effects of probiotics supplementation on the natural killer T cell (NKT cell) and inflammatory factors in children with sepsis and its protective effect on long-term lung function. METHODS: A total of 100 children with sepsis admitted to the department of pediatric intensive care unit (PICU) of Henan Provincial People's Hospital from March 2021 to May 2022 were selected as the research objects. The children were randomly divided into placebo group and probiotic group, 50 cases in each group. In addition to the conventional treatment, the probiotic group was given oral or nasal administration of 0.5 g probiotics, three times a day for 30 days, and the placebo group received oral placebo. 40 healthy children were selected as the healthy control group. The levels of interleukins (IL-4, IL-10), interferon-γ (IFN-γ) and immunoglobulin E (IgE), percentages of NKT cell in blood and induced sputum, lung function of the two groups of children with sepsis were measured before treatment, 7 days after treatment, and during follow-up. All these data were compared with those of healthy children. Kaplan-Meier analysis was used to compare the incidence of cough varied cough (CVA) between the two septic groups. Multiple linear regression analysis was used to explore the influence of various factors on the proportion of NKT cells in induced sputum. RESULTS: In the placebo group, 2 cases died and 4 cases were lost to follow-up. In the probiotics group, 3 cases died and 5 cases were lost to follow-up. All the inflammatory factors of two groups decreased slowly after 7 day after treatment. There was no significance in the parameters of the two groups, but the levels of probiotic group declined more evidently. During the follow-up, a further decrease of inflammatory factors in probiotic group could be found, the levels of IL-4 and IL-10 were significantly different from those in the placebo group [IL-4 (ng/L): 20.3±9.3 vs. 27.6±11.9, IL-10 (ng/L): 23.1±6.8 vs. 14.4±4.4, both P < 0.05], with a significant decrease in IgE level (μg/L: 53.0±15.6 vs. 64.2±16.9, P < 0.05]. The results of flow cytometry showed that the percentage of NKT cell in peripheral blood in two septic groups decreased gradually, and the proportion of peripheral blood NKT cells in the probiotics group was significantly lower than that in the placebo group after 7 days of treatment [(4.2±0.9)% vs. (5.3±1.2)%, P < 0.05]. In the follow-up, the level of NKT cell in peripheral blood and induced sputum in probiotic group were lower than the placebo group [peripheral blood: (0.024±0.009)% vs. (0.029±0.008)%, induced sputum: (0.025±0.008)% vs. (0.035±0.01)%, both P < 0.05], which were similar to those in the healthy control group. Meanwhile, the percentage of predicted peak expiratory (PEF%) and ratio of forced expiratory volume in one second/forced vital capacity (FEV1/FVC) of probiotic group were higher than those in the placebo group [PEF%: (91.3±4.8)% vs. (85.8±8.6)%, FEV1/FVC ratio: (91.8±4.7)% vs. (87.2±7.4)%, both P < 0.05]. Although there was no significance in the incidence of CVA between two septic groups according to the Kaplan-Meier curve analysis, multiple linear regression analysis showed mechanical ventilation and allergic history were the risk factors for the increase of NKT cells [β values were 0.584, 0.601, 95% confidence interval (95%CI) were 0.069 to 1.099, 0.011 to 1.192, P = 0.027, 0.046], and probiotics was an independent protective factor for the relieve of increase in NKT cells (β value was -0.984,95%CI was -1.378 to -0.591, P = 0.001). CONCLUSIONS Application of probiotics to septic children early could promote the recovery of NKT cell and inflammatory factors, and alleviate the lung function injury induced by them during follow-up, which is helpful to improve the long-term prognosis of the patients.
Child ; Humans ; Interleukin-10 ; Interleukin-4 ; Sepsis ; Probiotics/therapeutic use* ; Lung ; Cough ; Immunoglobulin E

Objective:To analyze the rash characteristics and diagnosis and treatment process of measles infection in patients with diabetes mellitus and psoriasis, to reduce the clinical diagnosis and treatment delay of such patients.Methods:The clinical data of a patient with diabetes combined with psoriasis and measles infection who was diagnosed and treated in The First Hospital of Yulin in April 2015 were analyzed.Results:The patient was admitted to hospital due to polydipsia and polyuria for 3 years and fever for 3 days. Hypoglycemic and anti-inflammatory treatment after admission was not good. On the third day after hospitalization, rash on the trunk and the extremities was seen. The patient had a history of measles infection. Based on clinical practice, Measles morbillivirus infection was not excluded, and Measles morbillivirus infection was confirmed by pathogen inspection. Measles reinfection was considered to be caused by variation of Measles morbillivirus. The atypical rash formed because of the patient's need for long-term treatment with Acitretin capsule and capotriol for psoriasis. After adjusting the antibiotic treatment, hypoglycemia and antiviral therapy were given, the body temperature was normal and the rash gradually subsided.Conclusion:For patients with type 2 diabetes mellitus and psoriasis, if they have a fever, they should be considered comprehensively to guard against re-infection caused by measles virus mutation. Timely etiological diagnosis is performed to avoid missed diagnosis and delayed treatment.

With the continuously increasing demands of plastic products in the current society, the challenge of disposing plastic waste is constantly increasing, leading to the urgent need of mitigating plastic pollution. As a consequence, much attention has been paid to biodegradable plastics due to their degradability in a bio-active environment under certain conditions. Biodegradable plastics herald vast development potentials and considerable market prospects. The degradation of numerous types of biodegradable plastics will be affected by many factors. A thorough understanding of degradation mechanisms as well as functional microbial strains and enzymes is the key to comprehensive utilization and efficient treatment and disposal of biodegradable plastics. The article summarized the types, properties, advantages and disadvantages, and main applications of common biodegradable plastics. The degradation mechanisms, functional microbial strains and enzymes, as well as the degradation degree and duration under different environmental conditions, were also summarized. This review may help better understand the degradation of biodegradable plastics wastes.
Biodegradable Plastics ; Biodegradation, Environmental

Objective:To observe the effect of irradiation on the production of IL-8 in lung cancer cell line A549 and explore its possible mechanism.Methods:A549 cells irradiated with different doses of X-rays were used to collect cell supernatant, cellular RNA and protein at different time points after irradiation. The expression level of IL-8 mRNA in A549 cells after irradiation was detected by RT-PCR, which was further validated by real-time quantitative PCR. The expression level of IL-8 in the cell supernatant was quantitatively measured by ELISA. The expression levels of cellular signaling pathway molecules in A549 cells after irradiation were detected by Western Blot. The A549 cells were pretreated with p38 MAPK inhibitor, NF-κB inhibitor and ROS scavenger. The effect of these inhibitors on the expression of IL-8 in A549 cells induced by irradiation was evaluated by ELISA.Results:Irradiation up-regulated the expression of IL-8 in A549 cells in a dose-and time-dependent manner. Irradiation activated the p38 MAPK and NF-κB signaling pathway in A549 cells. p38 MAPK and NF-κB inhibitors blocked the induction of IL-8 of A549 cells by irradiation. Inhibition of ROS failed to inhibit the induction of IL-8 of A549 cells by irradiation.Conclusion:Irradiation can increase the production of IL-8 in lung cancer cells A549, possibly through the activation of p38 MAPK and NF-κB signaling pathways in a ROS-independent pattern.

In this paper, we developed an accurate and sensitive LC-MS/MS method for the determination of amoxicillin and clavulanic acid in human plasma. A 50% aqueous acetic acid solution was used as a stabilizer, and the plasma samples were evaporated to dryness and resolved after protein precipitation on ice bathing and then were placed in an autosampler for injection. The gradient was eluted by Hedera ODS-2 column(2. 1 mm×150 mm). The aqueous phase was an aqueous solution containing 0. 2% acetic acid. The organic phase was methanol. The amoxicillin and clavulanic acid were detected under negative ion detection with electrospray ionization(ESI)in multiple reaction monitoring(MRM)mode of m/z 364. 1→223. 1 and 198. 1→135. 9 in the triple quagdrupole tandem mass spectrometer(Triple Quad TM 6500+). The concentration ranges of plasma from 20. 0 ng/mL to 5 000 ng/mL for amoxicillin and 10. 0 ng/mL to 2 500 ng/mL for clavulanic acid were good linear relationship. The accuracy deviation were ±15. 0% and precision were less than 15. 0% for the intra-assay and inter-assay. The matrix effect and recovery meeted the acceptance criteria, amoxicillin and clavulanic acid were stable under storage and processing conditions. Healthy subjects were given a test preparation of amoxicillin and clavulanate potassium granules 1 bag(125 mg/31. 25 mg/bag)and the reference preparation amoxicillin clavulanate potassium dry mix Suspension “Augmentin® ” 5 mL(125 mg/31. 25 mg/5 mL)was used to determine the plasma concentration of amoxicillin and clavulanic acid. The Phoenix WinNonlin 6. 4 software was used to estimate the pharmacokinetic parameters of non-compartmental models. The pharmacokinetic parameters of amoxicillin and clavulanic acid were statistically calculated and evaluated the bioequivalence. what′s more, we evaluated the diet on the pharmacokinetics of amoxicillin and clavulanic acid. The analytical method was rapid and sensitive, which was successfully employed in the bioequivalence study of amoxicillin(125 mg/bag)and clavulanate potassium granules(31. 25 mg/bag)for determining the concentration of amoxicillin and clavulanic acid.