[Prediction of Cadmium Uptake Factor in Wheat Based on Machine Learning].

Applying machine learning methods to resolve the cadmium (Cd) uptake characteristics of regional soil-wheat systems can contribute to the accuracy and rationality of risk decisions. Based on a regional survey, we constructed a Freundlich-type transfer equation, random forest (RF) model, and neural network (BPNN) model to predict wheat Cd enrichment factor (BCF-Cd); verified the prediction accuracy; and assessed the uncertainty of different models. The results showed that both RF (R2=0.583) and BPNN (R2=0.490) were better than the Freundlich transfer equation (R2=0.410). The RF and BPNN were further trained repeatedly, and the results showed that the mean absolute error (MAE) and root mean square error (RMSE) of RF and BPNN were close to each other. Additionally, the accuracy and stability of RF (R2=0.527-0.601) was higher than that of BPNN (R2=0.432-0.661). Feature importance analysis showed that multiple factors led to the heterogeneity of wheat BCF-Cd, in which soil phosphorus (P) and zinc (Zn) were the key variables affecting the change in wheat BCF-Cd. Parameter optimization can further improve the accuracy, stability, and generalization ability of the model.

[Effect of Zinc Fertilizer Application on Cadmium Accumulation in Wheat Grain and Its Application Risk].

The interaction of zinc (Zn) and cadmium (Cd) is an important research direction in the prevention and control of Cd pollution of wheat in recent years. In this study, a typical wheat field in North China was selected as the object to explore the control effect and application risk of Zn fertilizer on Cd pollution in a soil-wheat system through field experiments. The results showed that under the treatment of a low dosage of Zn, the Cd concentrations in wheat grains in Jiyuan City and Kaifeng City decreased by 33.4% and 25.3% compared with those in the control, respectively. By contrast, Cd concentrations in wheat grains treated with a high dosage of Zn increased by 22.4% and 34.2% compared with that of the low-dosage Zn treatment. After the application of Zn, the total amount and available Zn concentrations increased significantly, and Cd was partially activated in these two locations. Canonical correlation analysis (CCA) showed that when the Zn concentrations in the soils were less than 200 mg·kg-1, soil Zn was the main factor affecting Cd accumulation in the soil-wheat system, whereas when Zn concentrations in soils were greater than 200 mg·kg-1, the activation of soil Cd was the main factor affecting Cd accumulation in wheat grains. Regression analysis showed that when the soil Cd/Zn ratio decreased to 0.0089 (low dosage of Zn), Zn and Cd showed an antagonistic effect, whereas when the soil Cd/Zn ratio decreased to 0.0078 (high dosage of Zn), Zn and Cd showed a synergistic effect. According to the characteristics of regional Cd pollution, adjusting the amount of Zn fertilizer can improve the efficiency of pollution control and avoid aggravating the harm of Cd pollution.

EGb761 ameliorates cell necroptosis by attenuating RIP1-mediated mitochondrial dysfunction and ROS production in both in vivo and in vitro models of Alzheimer's disease.

OBJECTIVES: To investigate the neuroprotective effect of Gingko biloba extract 761 (EGb761) in Alzheimer's disease (AD) models both in vivo and in vitro and the underlying molecular mechanism. METHODS: Cultured BV2 microglial cells were treated with Aß1-42 to establish an in vitro AD model. The in vivo rat AD model was established by injecting Aß1-42. Cells were pre-treated with EGb761, and the proliferation and necroptosis were examined by MTT or flow cytometry assays, respectively. In addition, the membrane potential and oxidative stress were measured. Cognitive function was evaluated by the Morris water maze, and the activation of the JNK signaling pathway was quantified by Western blotting. RESULTS: Cultured BV2 cells exhibited prominent cell death after Aß1-42 induction, and this cell death was alleviated by EGb761 pre-treatment. EGb761 was found to relieve oxidative stress and suppress the membrane potential and calcium overload. EGb761 treatment in AD model rats also improved cognitive function deficits. Both cultured microglial cells and the rat hippocampus exhibited activation of the JNK signaling pathway, and EGb761 relieved this activation in cells. CONCLUSION: Our results showed that EGb761 regulated cell proliferation, suppressed necroptosis and apoptosis, relieved mitochondrial damage, and ameliorated tissue damage to improve cognitive function in AD models. All of these effects may involve the suppression of the JNK signaling pathway.

[Effect of Water Extract of Ginseng on Biological Bechaviors of Lung Cancer A549 Cells and the Expression of F-actin in Co-culture System of TAMs and A549 Cells].

Objective To study the effect of Water Extract of Ginseng (WEG) on the prolifera- tion/metastasis of lung cancer A549 cells and the expression of F-actin in co-culture system of tumor as- sociated macrophages (TAMs) and A549 cells. Methods Human acute leukemia mononuclear strain THP-1 was induced to become TAMs using Phorbol-12-myristate-13-acetate (PMA) combined IL-4 and IL- 13. The supernant of TAMs and A549 cells were co-cultured. A co-culture model was set up by simulating microenvironment of lung cancer. Then cells were divided into the blank control group (A549) , the co- culture group (A549 +TAMs) , high, middle, and low dose WEG groups (TAMs +A549 + high, middle, and low dose WEG). The effects of WEG on the proliferation/metastasis of lung cancer A549 cells and the expression of F-actin under various conditions were detected using MTT method, Real time cell analysis (RTCA) , and high content screening (HCS). Results Compared with the blank control group, the pro- liferation of A549 cells was obviously increased, cell migration was obviously elevated, and the area of cell skeleton was markedly enlarged in the TAMs + A549 group, with statistical difference (P <0. 05). Compared with the TAMs +A549 group, the proliferation and migration of A549 cells were inhibited, the area of cell skeleton and the number of microfilaments were reduced dose-dependently (P <0. 05). Conclusion WEG could effectively inhibit the proliferation and migration of A549 cells, which might be a- chieved by adjusting immunoactivities of TAMs, and further it affected biological behaviors of tumor cells.

Kegan Liyan oral liquid ameliorates lipopolysaccharide-induced acute lung injury through inhibition of TLR4-mediated NF-κB signaling pathway and MMP-9 expression.

ETHNOPHARMACOLOGICAL RELEVANCE: Kegan Liyan oral liquid (KGLY), a Chinese prescription modified from classic formulas Yin-Qiao-San (from TCM classic Wenbing Tiaobian) and Shen-Jie-San (first mentioned in Shanghan Wenyi Tiaobian), has been reported to exert heat-clearing and detoxifying effects and used extensively for the treatment of severe pulmonary diseases in clinics including influenza, cough and pneumonia. AIM OF THIS STUDY: The purpose of this study was to investigate the protective effect of KGLY on lipopolysaccharide (LPS) induced acute lung injury (ALI) in mice and to illuminate the underlying mechanisms. MATERIALS AND METHODS: Mice were orally administrated with KGLY (50, 100 and 150mg/kg) before intratracheal instillation of LPS. 24h post LPS challenge, lung tissues and the bronchoalveolar lavage fluid (BALF) were collected for lung wet/dry (W/D) weight ratio, histopathological examinations and biochemical analyses. The cell counts, protein concentration, interleukin-1ß (IL-1ß), interleukin-6 (IL-6), necrosis factor-α (TNF-α), macrophage inflammatory protein-2 (MIP-2) in BALF, superoxide dismutase (SOD), glutathione (GSH), myeloperoxidase (MPO) and malondialdehyde (MDA) levels were detected. Meanwhile, the activation of toll-like receptor 4 (TLR4), nuclear factor kappa B (NF-κB), as well as matrix metalloproteinases 9 (MMP-9) were determined by western blot assay. RESULTS: KGLY significantly prolonged mice survival time and ameliorated LPS-induced edema, thickening of alveolar septa and inflammatory cell infiltration in a dose-dependent manner. Additionally, KGLY markedly attenuated LPS-induced acute pulmonary inflammation via decreasing the expressions of cytokines and chemokines (IL-1ß, IL-6, TNF-α, and MIP-2), enhanced the activities of anti-oxidative indicators (SOD and GSH), suppressed the levels of MPO and MDA, and down-regulated the expressions of TLR4, NF-κB and MMP9. CONCLUSIONS: The results suggested that the relieving effect of KGLY against LPS-induced ALI might be partially due to suppression of oxidative stress and inflammatory response, inhibition of TLR4-mediated NF-κB activation, and down-regulation of MMP9 expression, indicating it may be a potential therapeutic agent for ALI.

[Identification of multidrug resistance gene MDR1 associated microRNA of salvianolic acid A reversal in lung cancer].

This paper was aimed to investigate the microRNA associated with multidrug resistance gene MDR1 of salvianolic acid A reversal in lung cance. Human lung cancer A549 cells were divided into normal control group and drug group, and the MDR1 expression levels were determined by real-time quantitative PCR. MicroRNA expression profiling of normal control group and drug group were detected by using the latest microRNA microarray. Quantitative RT-PCR was used to validate the differentially expressed miRNA. Forecast of miRNA associated with MDR1 multi-resistant genes of up-regulated miRNA. Experimental results showed that the dosage of MDR1 expression level significantly lowered compared with control group. The miRNA expression spectrum analyses of human lung cancer A549 cells to drug group and the control group were detected by microRNA microarray, 426 differentially expressed miRNA were screened out. Then target prediction were performed for difference up-expression of miRNA and found that there were four obvious increase of miRNA associated with MDR1 multi-resistant genes. Real-time quantitative PCR for 4 microRNA verification, the results were consistent with the chip. So the author considered that salvianolic acid A down lung cancer multidrug resistance gene MDR1 is likely to be affected by the miRNA expression and regulation of target genes, to further clarify the traditional Chinese medicine to reverse multi-drug resistant mechanism provides the experimental basis.

Astaxanthin ameliorates cartilage damage in experimental osteoarthritis.

PURPOSE: Astaxanthin is a red-pigment carotenoid found in certain marine animals and plants. Astaxanthin has been shown to inhibit matrix metalloproteinases (MMPs) expression in vitro. However, the effect of astaxanthin on cartilage is still unclear. The aim of this study was to investigate the effects of astaxanthin on cartilage in experimental osteoarthritis (OA). METHODS: New Zealand rabbits underwent anterior cruciate ligament transection to induce OA in right knee. Rabbits received intra-articular injection containing 0.3 ml of vehicle (dimethyl sulfoxide) or astaxanthin (50 µM). Injection was started on the day of operation, and the injection were performed once weekly for six consecutive weeks. Then, rabbits were sacrificed and the right knees were harvested for study. RESULTS: Cartilage degradation was reduced by astaxanthin, as assessed by morphological and histological examination. Astaxanthin inhibited the gene expression of MMP-1, MMP-3, and MMP-13 in cartilage as compared with the vehicle group. CONCLUSIONS: The results suggest that astaxanthin may be considered as pharmaceutical agent in OA treatment.

Hinokitiol reduces matrix metalloproteinase expression by inhibiting Wnt/ß-Catenin signaling in vitro and in vivo.

OBJECTIVE: In this study, we investigated the effects of hinokitiol on matrix metalloproteinase (MMP)-1, -3, -13, collagen type II (Col2a1) and ß-catenin expressions in rat chondrocytes induced by interleukin-1ß and in an experimental rat model induced by intra-articular injection of mono-iodoacetate (MIA) into the knee. METHODS: Chondrocytes were cultured from the articular cartilage of 2-week-old rats. Passaged chondrocytes were pretreated with hinokitiol for 2h followed by co-incubation with IL-1ß for 24h. Quantitative real-time polymerase chain reaction and Western blotting were used to assess the expression of MMP-1, -3, -13, Col2a1 and ß-catenin. Chondrocytes were also treated with Licl, Dickkopf-1, and/or hinokitiol for 24h, the MMP-1, -3, -13 and ß-catenin protein levels determined by Western blotting. The in vivo effects of hinokitiol were assessed by morphological and histological analyses following MIA injection. RESULTS: Hinokitiol inhibited IL-1ß-stimulated MMP-1,-3 and -13 expressions and IL-1ß-induced activation of intracellular ß-catenin proteins in cultured chondrocytes. In vivo, morphological and histological examinations demonstrated that hinokitiol significantly ameliorated cartilage degeneration. CONCLUSIONS: Hinokitiol is an effective anti-inflammatory reagent that acts by inhibiting the Wnt/ß-catenin signaling pathway and could be a promising therapeutic agent for the prevention and treatment of osteoarthritis.

[Effects of component formula of Salviae Miltiorrhizae Radix et Rhizoma and Ginseng Radix et Rhizoma on cell proliferation, apoptosis and skeleton in lung cancer A549 cells].

This study aims to optimize the most effective component formula of Salviae Miltiorrhizae Radix et Rhizoma and Ginseng Radix et Rhizoma on lung cancer A549 using the orthogonal design method, and to investigate its effects of the component formula on cell proliferation, apoptosis and cytoskeleton in lung cancer A549 cells. The orthogonal design method was introduced to optimize the most effective component formula of Salviae Miltiorrhizae Radix et Rhizoma and Ginseng Radix et Rhizoma on lung cancer A549 cells. CCK-8 assay and Real-time cell analysis were adapted to analyze the effect of component formula of Salviae Miltiorrhizae Radix et Rhizoma and Ginseng Radix et Rhizoma on A549 cells viability at different time and dose. Cell apoptosis was measured by Annexin V- FITC/PI double staining and flow cytometry. Cell skeleton protein F-actin was detected by high content screening (HCS). The optimizing component formula of Salviae Miltiorrhizae Radix et Rhizoma and Ginseng Radix et Rhizoma for total salvianolic acid, total saponins of panax ginseng and ginseng polysaccharide doses were 5, 10, 5 mg L(-1). CCK-8 assay and real-time cell analysis demonstrated that the component formula of Salviae Miltiorrhizae Radix et Rhizoma and Ginseng Radix et Rhizoma treatment could significantly decrease the A549 cell viability in both dose- and time-dependent manner compared with control group (P < 0.01). Moreover, the increase of cell apoptosis was detected by Annexin V-FITC/PI double staining and flow cytometry when cells treated with the component formula, which indicating that the component formula of Salviae Miltiorrhizae Radix et Rhizoma and Ginseng Radix et Rhizoma could induce A549 cell apoptosis in a time-dependent manner compared with control group (P < 0.01). Furthermore, compared with control group, a significant decrease in A549 cell skeleton area was found in the component formula-exposed cells in the dose-dependent manner (P < 0.01). In summary, the component formula of Salviae Miltiorrhizae Radix et Rhizoma and Ginseng Radix et Rhizoma inhibits A549 cell proliferation by inducing cell apoptosis and decreasing cell microfilament formation. All of these results will be helpful to reveal antitumor mechanism of the component formula of Salviae Miltiorrhizae Radix et Rhizoma and Ginseng Radix et Rhizoma, which provides a basis for the exploration of antitumor mechanism of the component formula on lung cancer.

Mechanism for hepato-protective action of Liangxue Huayu Recipe (LHR): blockade of mitochondrial cytochrome c release and caspase activation.

ETHNOPHARMACOLOGICAL RELEVANCE: Liangxue Huayu Recipe (LHR) as a classical prescription is clinically employed to treat liver diseases in traditional Chinese medicine. AIM OF STUDY: In this study, we attempt to show that LHR attenuates hepatocyte apoptosis and hepatic injury induced by lipopolysaccharide (LPS) and D-galactosamine (GalN) in rats. The present study was also designed to examine whether LHR had the protective effects on d-GalN and tumor necrosis factor-α (TNF-α)-treated human L02 hepatocytes and its possible association with the mitochondrial pathway. MATERIALS AND METHODS: LHR is composed of three traditional Chinese medicines: Herba Rehmannia, Rhubarb and Radix Paeoniae Rubra. LHR at 541, 1082 and 2164 mg/kg was orally administered to model and normal rats for 7 days. The effects of LHR on serum levels of liver enzymes, including alanine aminotransferase (ALT) and aspartate aminotransferase (AST), were measured. Hepatocyte apoptosis in vivo was assessed by terminal deoxynucleotidyl transferase-mediated dUTP-biotin nick-end labeling (TUNEL) method. Apoptosis in vitro and related morphological changes of human L02 hepatocytes were determined by high content screening (HCS) assay. The expression levels of Bcl-2, Bax and cytochrome c were detected by Western-blot analysis in L02 cells. In addition, the activities of caspase-3 and caspase-9 were tested by enzyme-linked immunosorbent detector. RESULTS: It revealed that LHR pretreatment effectively ameliorated the GalN/LPS-induced elevation of serum ALT and AST levels, and attenuated hepatocyte apoptosis in the rat model characterized by the addition of GalN/LPS. In subsequent experiments in vitro, LHR also attenuated GalN/TNF-α-induced apoptosis in human L02 hepatocytes. Furthermore, LHR improved the mitochondrial function, inhibited the upregulation of Bax/Bcl-2 protein ratio, decreased the release of cytochrome c from the mitochondria into the cytosol, as well as inhibited caspase-3 and caspase-9 activation in this cell model. CONCLUSIONS: These results indicate that LHR is effective in attenuating hepatocyte apoptosis both in vivo and in vitro, and this effect is partly mediated through the activation of the mitochondrial pathway and subsequent regulation of particular pro-apoptotic gene expression.

[Study on antagonistic effect of liangxue huayu recipe on endoplasmic reticulum stress-induced L02 hepatocyte apoptosis and its mechanism].

Endoplasmic reticulum stress (ERS) is a new pathway inducing cell apoptosis that has been discovered in recent years. This study focused on the protective effect of Liangxue Huayu recipe (LHR) on tumor necrosis factor-alpha (TNF-alpha) and D-GalN-induced hepatocyte apoptosis. It found that TNF-alpha and D-GalN could obviously inhibit hepatocyte proliferation, induce cell apoptosis, and significantly increase free calcium ions in cytoplasms, as well as protein expressions of ERS apoptosis-related signal molecules phosphorylated PERK, phosphorylated elF2alpha, cleaved Caspase-12, GRP78 and CHOP. After the administration of LHR of different concentrations, compared with the TNF-alpha/GalN injury group, LHR could significantly alleviated L02 hepatocyte proliferation, decreased cell apoptosis, inhibited growth of intracytoplasmic free calcium content, and gradually reduced the protein expressions of phosphorylated PERK, phosphorylated elF2alpha, cleaved Caspase-12, GRP78 and CHOP. These findings indicated that LHR has the inhibitory effect on TNF-alpha and D-GalN-induced hepatocyte apoptosis. Its mechanism may be related to down-regulation of ERS apoptosis-related signal molecules phosphorylated PERK, phosphorylated elF2alpha, cleaved Caspase-12, GRP78 and CHOP that maintain calcium homeostasis in endoplasmic reticulum.

Protective effects of berberine in an experimental rat osteoarthritis model.

Berberine shows anticancer, antibacterial, antiinflammatory and antioxidant effects and may be useful in many clinical applications. The effects of berberine on articular cartilage metabolism remain unknown, so this study was performed to evaluate these effects in vitro and in vivo. For the in vitro work, rat articular chondrocytes were cultured in a monolayer and matrix metalloproteinase-1 (MMP-1), -3, -13 and tissue inhibitor of metalloproteinase (TIMP-1) expression was evaluated by real-time quantitative PCR. Nitric oxide (NO) levels were determined using the Griess reaction, and glycosaminoglycan (GAG) release was measured using the dimethylmethylene blue method. For the in vivo work, berberine was administered by intraarticular injection, and the effects on MMPs and TIMP-1 were examined at the gene and protein levels. Berberine was found to inhibit the expression of MMP-1, -3 and -13, and increased the level of TIMP-1 at the mRNA level in a dose-dependent manner. In IL-1ß-induced rat articular chondrocytes, berberine decreased IL-1ß-induced GAG release and NO production. Meanwhile, high-dose berberine exhibited an anticatabolic effect in an IL-1ß-induced rat osteoarthritis (OA) model. These findings suggest that berberine may play a protective role in the development of OA and may be useful in the treatment of OA.

Effects of diallyl sulphide in chondrocyte and cartilage in experimental osteoarthritis in rabbit.

Diallyl sulphide (DAS) is known for its antioxidant, anticancer and detoxifying properties. The aim of this study was to investigate the effect of DAS on rabbit articular chondrocytes and cartilage in experimental osteoarthritis (OA) induced by anterior cruciate ligament transection (ACLT). DAS inhibited matrix metalloproteinase-1 (MMP-1), MMP-3 and MMP-13 expression in interleukin-1beta (IL-1ß)-induced chondrocytes. In an in vivo study, DAS ameliorated cartilage degradation as assessed by morphological and histological examination. Messenger RNA expression of MMP-1, MMP-3, MMP-13 and IL-1ß was inhibited by DAS in cartilage. In addition, DAS increased the collagen II level in cartilage. The results suggest that DAS may protect cartilage in the development of OA.

[Effect of manganese on cytosolic free calcium concentration in cortical neurons].

OBJECTIVE: To investigate the change of free Ca(2+) in cytoplasma in the neurotoxicity of the manganese (Mn). METHODS: The cortical neurons were separated from the neonatal Wistar rats and cultured in vitro. The neurons were grouped as the Mn-treated groups and the untreated group. The neurons in the Mn-added groups were incubated in the culture media containing lower, medium and high dosage manganese chloride (MnCl(2 x 4) H2O) with the concentration at 0.2, 0.6, 1.0 mmol/L respectively. Meanwhile, neurons in control were cultured in the normal culture media. All treatments stopped 24 h later. Neurons were labeled Ca(2+) sensitive prober, Fluo-3/AM. The fluorescence intensity of Fluo-3 combined with Ca(2+) was examined by LSCM (Laser scanning confocal microscope) and was treated by the picture analysis technique. The intensity was equal to the free Ca(2+) concentrations in cytoplasma of neurons. RESULTS: MnCl(2) can induce free Ca(2+) overloaded in cytoplasma of neurons, but the increasing degree varied in MnCl(2) dosage. Cytoplasma Ca(2+) concentration in the moderate dosage The moderate dosage MnCl(2) group and the high dosage MnCl(2) group were significantly higher than that in the lower dosage MnCl(2) group and the control group (P < 0.05). CONCLUSION: The Ca(2+) overload is involved in the neurotoxicity of manganese, and a dosage response relationship is found between the manganese chloride dose and Ca(2+) overload in cortical neurons.

[Effect of shenqi fuzheng injection for assistance of chemotherapy in treating senile patients with non-small cell lung cancer].

OBJECTIVE: To study the effect of chemotherapy assisted with shenqi fuzheng injection (SFI) on senile patients with non-small cell lung cancer (NSCLC). METHODS: One hundred and twenty old patients with NSCLC were treated with NP chemotherapeutic protocol, to the 60 patients in the treated group among them, additional medication of SFI was started one week before the beginning of chemotherapy. The short-term therapeutic efficacy, long-term survival rate, changes on quality of life (QOL) and immune function of patients, and hematological toxicity of therapy were observed. RESULTS: Difference between the two groups on short-term therapeutic effect, 1- and 2-year survival rate showed no significance (P>0.05), but the 3-year survival rate in the treated group was 26.6%, while that in the control group was 11.7%, showed that the former was higher than the latter. After treatment QOL of the treated group was better than that of the control (P<0.05). Besides, the hematological toxicity and affection on immune function of chemotherapy after treatment in the treated group were all lower than those in the control group showing significant difference (P<0.05). CONCLUSION: SFI has definite toxicity relieving effect on chemotherapy in treating senile NSCLC.