基于变量优选与机器学习的干旱区湿地土壤盐渍化数字制图

土壤盐渍化是导致土壤退化和生态系统恶化的主要原因之一，对干旱区的可持续发展构成主要威胁。为了尽可能精确地监测土壤盐渍化的空间变异性，该研究收集新疆艾比湖湿地78个典型样点，其中选取54个样本作为训练集，24个样本作为独立验证集。基于Sientinel-2 多光谱传感器（Multi-Spectral Instrument，MSI）、数字高程模型（Digital Elevation Model，DEM）数据提取3类指数（红边光谱指数、植被指数和地形指数），经过极端梯度提升（Extreme Gradient Boosting，XGBoost）算法筛选有效特征变量，构建了关于土壤电导率（Electrical Conductivity，EC）的随机森林（Random Forest，RF）、极限学习机（Extra Learning Machine，ELM）和偏最小二乘回归（Partial Least Squares Regression，PLSR）预测模型，并选择最优模型绘制了艾比湖湿地盐渍化分布图。结果表明：优选的红边光谱指数基本能够预测EC的空间变化；红边光谱指数与植被指数组合建模效果总体上优于其与地形指数的组合，3类指数组合的建模取得了较为理想的预测精度，其中RF模型表现最优（验证集R2=0.83，RMSE=4.81 dS/m，RPD=3.11）；在整个研究区内，中部和东部地区土壤盐渍化程度尤为严重。因此，XGBoost所筛选出的环境因子结合机器学习算法可以实现干旱区土壤盐渍化的监测。     

蜂群箱体关键参数在线监测系统与性能测试

随着信息技术的发展，利用大数据分析、物联网监控、传感器感知、无线通信等技术构建一种蜂箱蜂群实时在线监测系统，是减少因开箱检查造成蜂群应激反应的可行解决方案。本研究针对蜂箱封闭环境进行实时监测困难的现状，利用STM32F103VBT6 32位微控制器，同时融合了温湿度传感器、微麦克风以及激光对射传感器，开发了一套低功耗、可连续工作的蜂群箱体关键参数在线监测系统，实现了养蜂生产过程中多参数信息获取以及蜂箱内蜂群的环境参数和生活状态的实时在线监测。系统主要包括核心处理模块、数据采集模块、数据发送模块以及数据库服务器等。数据采集模块包括蜂箱内部温湿度采集单元、蜂群声音采集单元、蜜蜂进出巢数量计数单元等，通过接入移动通信网络进行数据传输。系统现场部署性能测试结果表明，研制的系统能够实时监测蜂箱内温湿度，有效区别进出蜂箱的蜜蜂并记录进出巢门的蜜蜂数量，且自动获取的蜂群声音与标准的蜂群声音分布相吻合。本系统符合设计要求，采集参数准确可靠，可以作为蜂群相关研究的数据采集方法。     

PBD和RSM联用优化聚酯型儿茶素A化学合成技术参数

为探明化学合成条件对聚酯型儿茶素A（Theasinensin A,TSA）得率的影响,通过单因素试验和Plackett-Burman Design（PBD）确定TSA化学合成关键因子,然后采用响应面法（Response surface methodology,RSM）,进一步优化TSA化学合成技术参数。结果表明,氯化铜用量、甲醇体积分数、温度对TSA得率的影响差异极显著,主因素效应为甲醇体积分数>氯化铜用量>温度,最优条件为氯化铜用量43%,甲醇体积分数26%,温度15℃,聚酯型儿茶素得率为59.12%,与模型预测值59.34%接近。PBD和RSM联用优化TSA化学合成工艺可行,预测性较好,可为其他种类儿茶素氧化聚合物的高效化学合成提供借鉴和理论依据。     

A pilot study to investigate the measurement of immunoglobulin A in Welsh Cob and Welsh Pony foals’ faeces and their dam’s milk

ABSTRACT

Aims: To determine if an ELISA for measurement of IgA in equine serum could be used to measure concentrations of IgA in foal faeces and to determine correlations with concentrations in the milk of the dam.

Methods: Faeces from 20 Welsh Cob and Welsh Pony foals and milk from their dams were collected within 12?hours (Day 0) and at 6 days after parturition (Day 6). On Day 6, faeces could not be collected from 2/20 foals, and milk samples could not be collected from 3/20 mares. An equine IgA ELISA validated for serum and plasma was used to measure concentrations of IgA in all samples in triplicate. The precision of the assay for each sample type was determined using modified CV.

Results: IgA was not detectable in 7/20 Day 0 faecal samples and in 2/18 Day 6 faecal samples. For samples with detectable IgA, the mean modified CV was 10.5 (95% CI?=?6.0–15.0)% for Day 0 faecal samples, and was 6.8 (95% CI?=?4.3–9.4)% for Day 6 faecal samples. Median concentrations of IgA in faeces on Day 0 were lower than concentrations on Day 6 (0.7?mg/g vs. 37?mg/g dry matter; p?=?0.003). Concentrations of IgA in milk and faeces on Day 6 were statistically correlated (r?=?0.59; p?=?0.006).

Conclusions and clinical relevance: The IgA ELISA showed acceptable precision when used to estimate concentrations of IgA in foal faeces during the first week of life, but IgA could not be detected in 37% of meconium samples collected on Day 0. This assay may be useful for investigation of the role of maternal milk IgA in the gastrointestinal tract of neonatal foals, but further assessment of both accuracy and precision of the ELISA is required.     

Serum amyloid A (SAA) mRNA expression in chicken and quails in response to bacterial stress

Monitoring of acute phase proteins such as serum amyloid A at gene expression level may provide quick information about immune status of the host and its susceptibility towards common infections. Present study was carried out to evaluate and compare the mRNA expression of SAA gene in Rhode Island Red chicken (RIR) and Japanese quails using real time PCR analysis in response to inactivated Salmonella gallinarum culture. The results showed that expression of SAA gene was approximately 17–33 folds higher in case of birds administered with bacterial culture when compared to un-inoculated controls and expression was higher and quicker in case of quails than RIR chicken. The SAA genes from chicken and quail were cloned and upon sequence analysis it was observed that deduced amino acid sequence of SAA from chicken and quails were having approximately seven percent variation which might have significance in function of this protein in these species.     

Roles of protein phosphatase 4 in down-regulation of eNOS Ser633 phosphorylation induced by palmitic acid in human umbilical vein endotheli?al cells

AIMTo investigate the roles of protein phosphatase 4 (PP4) in down-regulation of endothelial nitric oxide synthase (eNOS) Ser633 phosphorylation induced by palmitic acid (PA). METHODSHuman umbilical vein endothelial cells (HUVECs) were treated with PA at 25 μmol/L, 50 μmol/L, 100 μmol/L and 200μmol/L for 36 h, or treated with PA at 100 μmol/L for 12 h, 24 h, 36 h and 48 h. Protein phosphatase 2A (PP2A) family inhibitor fostriecin (FST, 20 nmol/L) or okadaic acid (OA, 5 nmol/L) was selected to pretreat the HUVECs for 30 min. Protein phosphatase 4 catalytic subunit (PP4c) siRNA or protein phosphatase 2A catalytic subunit (PP2Ac) siRNA was transfected into the HUVECs. The protein expression levels of of eNOS, PP4c and PP2Ac, as well as the level of eNOS Ser633 phosphorylation, were detected by Western blot. The intracellular nitric oxide (NO) content was measured by DAF-FM DA. RESULTS(1) Compared with control group, the levels of eNOS Ser633 phosphorylation were decreased in PA groups in which the HUVECs were treated with 25 μmol/L, 50 μmol/L, 100 μmol/L and 200 μmol/L PA for 36 h (P<0.05) and 100 μmol/L PA for 24 h, 36 h and 48 h (P<0.05). No significant difference in the level of total eNOS protein expression among all the groups was observed. (2) Compared with control group, both FST and OA pretreatment reversed the reduction of eNOS Ser633 phosphorylation (P<0.05) and the decrease in intracellular NO content (P<0.05) induced by PA. No significant difference in the level of total eNOS protein expression among all the groups was observed. (3) Compared with si-Control group, the PP4c protein expression was significantly reduced (P<0.05), while the level of eNOS Ser633 phosphorylation was significantly increased in si-PP4c group (P<0.05). Although the levels of PP2Ac protein expression declined significantly (P<0.05), the level of eNOS Ser633 phosphorylation remained unchanged in si-PP2Ac group. No significant differencein the level of total eNOS protein expression among all the groups was found. CONCLUSION PA significantly reduces the level of eNOS Ser633 phosphorylation and the content of NO in the HUVECs, which may be due to PA inducing the activation of the PP2A family member PP4 rather than PP2A.     

Effect of forsythiaside A on immune function in rats with ulcerative colitis

AIM To investigate the effect of forsythiaside A (FA) on immune function in rats with ulcerative colitis and its related mechanism. METHODS Healthy SD rats were randomly divided into 5 groups: control group (no treatment, normal feeding), model group (establishment of rat ulcerative colitis model), and low, medium and high doses of FA groups (treatment of the model rats with FA at 5 mg/kg, 20 mg/kg and 80 mg/kg, respectively). The malondialdehyde (MDA) content and superoxide dismutase (SOD) activity in rat colon tissues were measured by colorimetry, and the serum levels of tumor necrosis factor-α (TNF-α), interleukin-2 (IL-2) and IL-4 were detected by ELISA. The spleen index and thymus index, the percentages of CD3⁺, CD4⁺ and CD8⁺ T-lymphocytes in peripheral blood mononuclear cells （PBMC）, the serum IgA and IgG levels, and the serum complement C3 and C4 levels were also determined. RESULTS The colon tissues of the rats in model group showed obvious inflammation and ulceration, indicating that the animal model was successfully established. Compared with model group, the colonic inflammation and ulceration were significantly attenuated in FA groups, among which the high dose had the best effect. Compared with control group, the spleen index and thymus index of the rars in model group were decreased (P<0.05), MDA content in colon tissues was increased (P<0.05), and SOD activity in colon tissues was decreased (P<0.05). The levels of CD3⁺, CD4⁺, CD8⁺ and CD4⁺/CD8⁺ T-lymphocytes in PBMC, and the serum levels of C3, C4 and IL-4 were decreased (P<0.05), while the serum levels of IgA, IgG, TNF-α, and IL-2 were increased in model group as compared with control group. Furthermore, the spleen index and thymus index of the rats in FA groups were increased (P<0.05), the MDA content in the colon tissues was decreased (P<0.05), and the SOD activity in the colon tissues was increased (P<0.05). The levels of CD3⁺, CD4⁺, CD8⁺ and CD4⁺/CD8⁺ T-lymphocytes in PBMC, and the serum levels of C3, C4 and IL-4 were increased (P<0.05), while serum IgA, IgG, TNF-α and IL-2 levels were decreased in FA groups as compared with model group (P<0.05). CONCLUSION Forsythiaside A effectively attenuates the colonic lesions in rats with ulcerative colitis, and its mechanism may be related to reinforcement of oxygen free radical scavenging power, alleviation of inflammatory response, and enhancement of immune function.     

Resveratrol protects cortical neurons in infant rats with bacterial meningitis through miR-223-3p/NLRP3 pathway

AIM To investigate the protective effect of resveratrol (Res) on cortical neurons in rat bacterial meningitis (BM) model. METHODS Group B hemolytic Streptococcus was injected via the posterior cistern to establish a BM model. Resveratrol was administered intranasally and microRNA-223-3p (miR-223-3p) antagomir was administered by intracerebroventricular injection. HE staining was used to observe the pathological changes of the brain tissue. Loeffler scoring method was used to evaluate the neurobehavioral functions. TUNEL staining was used to detect neuronal apoptosis. The expression of interleukin-1β (IL-1β), IL-18, glial fibrillary acidic protein (GFAP) and ionized calcium-binding adaptor molecule 1 (Iba1) was detected by immunofluorescence staining. The protein levels of nucleotide-binding oligomerization domain-like receptor protein 3 （NLRP3）, cleaved caspase-1, IL-1β and IL-18 were determined by Western blot. The expression level of miR-223-3p was detected by RT-qPCR. Online software TargetScan was used to search for the complementary nucleotide sequences between miR-223-3p and NLRP3 mRNA. RESULTS Compared with sham group, the thickness of meninges in BM model was increased, the neurological score was decreased (P<0.05), and the number of TUNEL positive neurons was increased significantly (P<0.05). Astrocytes and microglia were activated, the fluorescence intensity of IL-1β and IL-18 was increased (P<0.05), and the expression levels of NLRP3, cleaved caspase-1, IL-1β, IL-18 and miR-223-3p were increased (P<0.05). Compared with BM group, after treatment with resveratrol, the neurological score was increased (P<0.05), the number of TUNEL positive neurons was decreased significantly (P<0.05), and the inflammatory response of astrocytes and microglia was suppressed. The fluorescence intensity of IL-1β and IL-18 was decreased (P<0.05), the protein levels of NLRP3, cleaved caspase-1, IL-1β and IL-18 were decreased (P<0.05), and the expression level of miR-223-3p was increased (P<0.05). A nucleotide sequence in the 3'-UTR of NLRP3 mRNA might be targeted by miR-223-3p. In the brain of rat BM model, compared with antagomir control group, the expression of NLRP3 was increased in miR-223-3p antagomir group with resveratrol treatment (P<0.05). CONCLUSION Resveratrol may reduce the inflammatory death of cortical neurons in BM model of infant rats through miR-223-3p/NLRP3 pathway, thus playing a protective role for the neurons.     

Down-regulation of miR-153-3p attenuates H2O2-induced H9C2 cell injury by promoting Nrf2 expression

AIM To study the effect of microRNA-153-3p (miR-153-3p) knock-down on oxidative injury of H9C2 cells induced by H₂O₂ and its specific mechanism. METHODS The oxidative stress injury of H9C2 cell model was induced by H₂O₂, and then the cell viability and the expression of miR-153-3p were detected by MTT assay and RT-qPCR, respectively. The effects of miR-153-3p knock-down on the H9C2 cell injury under oxidative stress were studied by RNA interference technology. The targets of miR-153-3p were identified by Western blot and dual-luciferase reporter assay. RESULTS MTT assay showed that the viability of H9C2 cells was decreased with the increase in H₂O₂ concentration (P<0.05). The results of RT-qPCR showed that the expression of miR-153-3p was increased with the increase in H₂O₂ concentration (P<0.05). Knock-down of miR-153-3p increased the viability of H9C2 cells under oxidative stress, decreased the cell apoptosis and the content of malondialdehyde (MDA), and increased the activity of superoxide dismutase (SOD). The expression of nuclear factor E2-related factor 2（Nrf2） and antioxidant response element（ARE） activity were increased with the increase in H₂O₂ concentration (P<0.01). TargetScan analysis and dual-luciferase reporter assay showed that Nrf2 was one of the potential target genes of miR-153-3p. The results of Western blot further showed that over-expression of miR-153-3p inhibited the expression of Nrf2 (P<0.01), while down-regulation of miR-153-3p increased the expression of Nrf2 (P<0.01). Dual interference with Nrf2 and miR-153-3p significantly reduced H9C2 cell viability， promoted the apoptosis, increased MDA content, and decreased SOD activity in the presence of H₂O₂ (P<0.01). CONCLUSION Inhibition of miR-153-3p expression attenuates the injury of H9C2 cells induced by H₂O₂ through up-regulating Nrf2/ARE signaling pathway.