Untargeted GC-MS and FT-NIR study of the effect of 14 processing methods on the volatile components of Polygonatum kingianum.

Introduction: Polygonatum kingianum is a traditional medicinal plant, and processing has significantly impacts its quality. Methods: Therefore, untargeted gas chromatography-mass spectrometry (GC-MS) and Fourier transform-near-infrared spectroscopy (FT-NIR) were used to analyze the 14 processing methods commonly used in the Chinese market.It is dedicated to analyzing the causes of major volatile metabolite changes and identifying signature volatile components for each processing method. Results: The untargeted GC-MS technique identified a total of 333 metabolites. The relative content accounted for sugars (43%), acids (20%), amino acids (18%), nucleotides (6%), and esters (3%). The multiple steaming and roasting samples contained more sugars, nucleotides, esters and flavonoids but fewer amino acids. The sugars are predominantly monosaccharides or small molecular sugars, mainly due to polysaccharides depolymerization. The heat treatment reduces the amino acid content significantly, and the multiple steaming and roasting methods are not conducive to accumulating amino acids. The multiple steaming and roasting samples showed significant differences, as seen from principal component analysis (PCA) and hierarchical cluster analysis (HCA) based on GC-MS and FT-NIR. The partial least squares discriminant analysis (PLS-DA) based on FT-NIR can achieve 96.43% identification rate for the processed samples. Discussion: This study can provide some references and options for consumers, producers, and researchers.

ResNet Model Automatically Extracts and Identifies FT-NIR Features for Geographical Traceability of Polygonatum kingianum.

Medicinal plants have incredibly high economic value, and a practical evaluation of their quality is the key to promoting industry development. The deep learning model based on residual convolutional neural network (ResNet) has the advantage of automatic extraction and the recognition of Fourier transform near-infrared spectroscopy (FT-NIR) features. Models are difficult to understand and interpret because of unknown working mechanisms and decision-making processes. Therefore, in this study, artificial feature extraction methods combine traditional partial least squares discriminant analysis (PLS-DA) and support vector machine (SVM) models to understand and compare deep learning models. The results show that the ResNet model has significant advantages over traditional models in feature extraction and recognition. Secondly, preprocessing has a great impact on the feature extraction and feature extraction, and is beneficial for improving model performance. Competitive adaptive reweighted sampling (CARS) and variable importance in projection (VIP) methods screen out more feature variables after preprocessing, but the number of potential variables (LVs) and successive projections algorithm (SPA) methods obtained is fewer. The SPA method only extracts two variables after preprocessing, causing vital information to be lost. The VIP feature of traditional modelling yields the best results among the four methods. After spectral preprocessing, the recognition rates of the PLS-DA and SVM models are up to 90.16% and 88.52%. For the ResNet model, preprocessing is beneficial for extracting and identifying spectral image features. The ResNet model based on synchronous two-dimensional correlation spectra has a recognition accuracy of 100%. This research is beneficial to the application development of the ResNet model in foods, spices, and medicinal plants.

Bidirectional regulatory effects of Cordyceps on arrhythmia: Clinical evaluations and network pharmacology.

Background: Cordyceps is a precious Chinese herbal medicine with rich bio-active ingredients and is used for regulating arrhythmia alongside routine treatments. However, the efficacy and potential mechanisms of Cordyceps on patients with arrhythmia remain unclear. Methods: Randomized controlled trials of bradycardia treatment with Cordyceps were retrieved from diverse databases and available data. Dichotomous variables were expressed as a risk ratio (RR) with a 95% confidence interval (CI). Continuous variables were expressed as a standardized mean difference (SMD) with a 95% CI. Network pharmacology was used to identify potential targets of Cordyceps for arrhythmia. Metascape was used for gene ontology (GO) and genome (KEGG) pathway enrichment analysis. Results: Nineteen trials included 1,805 patients with arrhythmia, of whom 918 were treated with Ningxinbao capsule plus routine drugs, and, as a control, 887 were treated with only routine drugs. Six trials reported on bradycardia and the other 13 on tachycardia. Treatment with Cordyceps significantly improved the total efficacy rate in both bradycardia (RR = 1.24; 95% CI, 1.15 to 1.35; Pz <0.00001) and tachycardia (RR = 1.27; 95% CI, 1.17 to 1.39; Pz <0.00001). Cordyceps also had beneficial secondary outcomes. No serious adverse events occurred in patients treated with Cordyceps. The results of KEGG pathway enrichment analysis were mainly connected to adrenergic signaling in cardiomyocytes and the PI3K-Akt signaling pathway. IL6, TNF, TP53, CASP3, CTNNB1, EGF, and NOS3 might be key targets for Cordyceps in the treatment of arrhythmia. Conclusion: This study confirmed that Cordyceps has a certain positive effect on the treatment of arrhythmia and that its main mechanism may be through the regulation of adrenergic signaling in cardiomyocytes and the PI3K-Akt signaling pathway.

Taishan Pinus Massoniana pollen polysaccharide inhibits the replication of acute tumorigenic ALV-J and its associated tumor growth.

Avian leukosis virus subgroup J (ALV-J) has resulted in considerable economic losses in the poultry industry. In recent years, fibrosarcoma induced by ALV-J, which contains the v-fps oncogene, has gained momentum, and this has brought about new challenges to the poultry industry. To study the inhibitory effects of Taishan Pinus Massoniana pollen polysaccharide (TPPPS) on acute ALV-J infection and tumor development, antiviral and antitumor models of the Fu-J (SDAU1005) strain of ALV-J were established in vitro and in vivo. The results of in vitro experiments showed that TPPPS significantly inhibited viral replication in a dose-dependent manner during adsorption and pretreatment stages. The results of in vivo experiments have shown that TPPPS significantly reduced the viral load in the plasma and tumor tissues, as well as inhibited tumor growth. We further examined the difference in transcriptome expression by using RNA-Seq technology. A total of 560 differentially expressed genes were identified that included 329 up-regulated genes and 231 down-regulated genes. The up-regulated genes were mainly immune-related genes, whereas the down-regulated genes were mainly tumor-regulated genes. Gene Ontology (GO) term enrichment included immune system processes, positive regulation of immune system processes, regulation of immune system processes, leukocyte activation, cell activation, and protein binding. Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis revealed that the main immune and tumor-related pathways included T-cell receptor signaling pathway, cytokine-cytokine receptor interactions, natural killer cell-mediated cytotoxicity, PI3K-Akt signaling pathway, JAK-STAT signaling pathway, NF-κB signaling pathway, and Ras signaling pathway. In summary, our results preliminarily point to the antiviral and antitumor mechanism of TPPPS in vivo and in vitro.

A polysaccharide found in Paulownia fortunei flowers can enhance cellular and humoral immunity in chickens.

A water-soluble polysaccharide known as Paulownia fortunei flower polysaccharide (PFFPS) was isolated from the flowers of Paulownia fortunei. Gel permeation chromatography (GPC) analysis showed that approximately 92.5% of PFFPS fractions had molecular weights under 500 kDa. High performance liquid chromatograph (HPLC) analysis revealed that PFFPS was composed of 10 monosaccharides, including galactose (28.61%), rhamnose (18.09%), glucose (15.21%), and arabinose (15.91%). Fourier transform infrared (FT-IR) spectra revealed the specific absorption peaks of the polysaccharide. Using in vivo tests in chickens, we found that even very low doses of PFFPS could significantly promote the development of the immune organs, increase the quantity of leukocytes and the ratio of lymphocytes, and improve antibody titers against Newcastle disease virus (NDV). In addition, PFFPS also increased the concentrations of IL-2 and IFN-γ, as well as the content of SIgA in the duodenum. Furthermore, PFFPS was found to be able to relieve immunosuppression caused by cyclophosphamide (CTX). This study therefore suggests that PFFPS may be a valuable component of new immunopotentiator and/or adjuvant for the livestock and poultry industries.

Electro-Acupuncture Promotes Endogenous Multipotential Mesenchymal Stem Cell Mobilization into the Peripheral Blood.

BACKGROUND/AIMS: Mobilization of endogenous stem cells is an appealing strategy for cell therapy However, there is little evidence for reproducible, effective methods of mesenchymal stem cell (MSC) mobilization. In the present study, we investigated the mobilizing effect of electro-acupuncture (EA) on endogenous MSCs. METHODS: Normal adult rats were randomly divided into six groups, namely, EA for 14 days (EA14d), sham EA14d, EA21d, sham EA21d and matched control groups. MSC mobilization efficiency was determined by colony-forming unit fibroblast (CFU-F) assays. Mobilized peripheral blood (PB)-derived MSCs were identified by immunophenotype and multi-lineage differentiation potential. RESULTS: CFU-F frequency was significantly increased in the PB of EA14d rats compared with the sham EA and control groups. Moreover, the number of CFU-Fs was increased further in the EA21d group. MSCs derived from EA-mobilized PB were positive for CD90 and CD44, but negative for CD45. Additionally, these cells could differentiate into adipocytes, osteoblasts, chondrocytes and neural-like cells in vitro. Finally, stromal cell-derived factor-1α (SDF-1α) was increased in the PB of rats subjected to EA, and the migration of MSCs was improved in response to SDF-1α. CONCLUSIONS: MSCs with multi-lineage differentiation potential can be mobilized by EA. Our data provide a promising strategy for MSC mobilization.