ABSTRACT
The authenticity of fish products has become a widespread issue in markets due to substitution and false labeling. Lipidomics combined with chemometrics enables the fraudulence identification of food through the analysis of a large amount of data. This study utilized ultra-high-performance liquid chromatography (UHPLC)-QE Orbitrap MS technology to comprehensively analyze the lipidomics of commercially available basa catfish and sole fish. In positive and negative ion modes, a total of 779 lipid molecules from 21 lipid subclasses were detected, with phospholipid molecules being the most abundant, followed by glycerides molecules. Significant differences in the lipidome fingerprinting between the two fish species were observed. A total of 165 lipid molecules were screened out as discriminative features to distinguish between basa catfish and sole fish, such as TAG(16:0/16:0/18:1), PC(14:0/22:3), and TAG(16:1/18:1/18:1), etc. This study could provide valuable insights into authenticating aquatic products through comprehensive lipidomics analysis, contributing to quality control and consumer protection in the food industry.
ABSTRACT
Larimichthys crocea (LYC) holds significant economic value as a marine fish species. However, inaccuracies in labeling its origin can adversely affect consumer interests. Herein, a laser assisted rapid evaporative ionization mass spectrometry (LA-REIMS) and machine learning (ML) was developed for geographical authentication. When compared to iKnife, the LA demonstrated to be superior owing to reduced thermal damage to sample tissue, enhanced automation, and ease of use. Analysis of LYC from six distinct geographical origins across China revealed a total of 798 ions, which were then subjected to six classifiers to establish ML models. Following hyperparameter optimization and feature engineering, the Chi2(15%)-KNN model exhibited the highest training and testing accuracy, achieving 98.4 ± 0.9% and 98.5 ± 1.4%, respectively. This LA-REIMS/ML methodology offers a rapid, accurate, and intelligent solution for tracing the origin of LYC, thereby providing valuable technical support for the establishment of traceability systems in the aquatic product industry.
ABSTRACT
BACKGROUND: To explore the neuroprotective mechanism of artemisinin against ischemic stroke from the perspective of NLRP3-mediated pyroptosis. METHODS: Serum metabolomics technology was used to analyze the serum samples of mice, and KEGG metabolic pathway was analyzed for the different metabolites in the samples. PIT model and OGD/R model were used to simulate ischemic stroke damage in vivo and in vitro. Hoechst 33342 staining, Annexin V-FITC/PI staining and TUNEL staining were used to detect the pyroptosis rate of cells. The contents of IL-1ß and IL-18 in PC12 cells and serum of mice were detected by ELISA. The expressions of NLRP3, ASC-1, Caspase-1 and TXNIP in PC12 cells and mouse brain tissue were detected by Western Blot. RESULTS: Serum metabolic profiles of animal models identified 234 different metabolites and 91 metabolic pathways. Compared with the Sham group and the Stroke+ART group, the KEGG pathway in the Stroke group was concentrated in the Necroptosis pathway associated with cell growth and death, and the NLRP3 inflammasome-mediated pyroptosis pathway was activated in the Necroptosis pathway after ischemic stroke. The results of in vivo and in vitro experiments showed that pretreatment with 10⯵M artemisinin reduced ROS production, decreased Δψm, reduced pyroptosis, maintained neuronal cell morphology, and down-regulated the contents of IL-1ß and IL-18 as well as the expression of key proteins of NLRP3, ASC-1, Caspase-1 and TXNIP(p<0.01). CONCLUSION: Artemisinin can reduce neuronal pyroptosis induced by ischemic stroke by inhibiting ROS/TXNIP/NLRP3/Caspase-1 signaling pathway.
Subject(s)
Artemisinins , Carrier Proteins , Caspase 1 , Ischemic Stroke , Mice, Inbred C57BL , NLR Family, Pyrin Domain-Containing 3 Protein , Pyroptosis , Reactive Oxygen Species , Signal Transduction , Animals , Pyroptosis/drug effects , NLR Family, Pyrin Domain-Containing 3 Protein/metabolism , Caspase 1/metabolism , Signal Transduction/drug effects , Ischemic Stroke/drug therapy , Ischemic Stroke/metabolism , Ischemic Stroke/pathology , Artemisinins/pharmacology , Mice , Carrier Proteins/metabolism , PC12 Cells , Reactive Oxygen Species/metabolism , Male , Rats , Cell Cycle Proteins/metabolism , Neuroprotective Agents/pharmacology , Inflammasomes/metabolism , Inflammasomes/drug effects , Disease Models, Animal , ThioredoxinsABSTRACT
Increased oxidative stress is one of the critical pathologies inducing age-related macular degeneration (AMD), characterized by retinal pigment epithelial (RPE) cell damage and death. The unbalanced acetylation and deacetylation of histones have been implicated in AMD pathogenesis or hydrogen peroxide (H2O2)-induced cell damage. Therefore, strategies aimed at controlling the balance between acetylation and deacetylation may effectively protect RPE cells from oxidative damage. Artemisinin is an antimalarial lactone drug derived from Artemisia annua, with antioxidant activity known to modulate histone acetylation in the brain, but its effect on the retina is unknown. In this study, we aimed to investigate whether Artemisinin exerts a cytoprotective effect on oxidative stress-induced apoptosis in RPE cells by regulating histone acetylation. We hypothesized that Artemisinin confers cytoprotection toward H2O2-induced apoptosis in RPE cells through this mechanism. In the present study, we found that Artemisinin at a sub-clinic dosage of 20 µM inhibited the H2O2-induced cell viability decrease and B-cell lymphoma 2 (Bcl-2) protein level decrease and attenuated the H2O2-induced decrease in the histone H4 lysine (Lys) 8 acetylation [Acetyl-H4 (Lys 8)] level in the retinal RPE cell line D407. As expected, histone deacetylase inhibitor Trichostatin A at the concentration of 250 nM increased the Acetyl-H4 (Lys 8) level in D407 cells and attenuated the H2O2-induced cell viability decrease and apoptosis. Similar findings were obtained using adult RPE (ARPE)19 cells, another human RPE cell line, and primary human RPE cell cultures. In conclusion, these results confirmed our hypothesis and indicated that Artemisinin attenuated H2O2-induced apoptosis in apparent correlation with the increase in the Acetyl-H4 (Lys 8) level, which is associated with gene transcription and cell survival. By modulating histone acetylation, Artemisinin may restore the balance between acetylation and deacetylation and enhance the resistance and survival of RPE cells under oxidative stress. Our study provides novel mechanistic insights into the effect of Artemisinin on histone acetylation and apoptosis in RPE cells and supports the potential application of Artemisinin in the prevention and/or treatment of AMD.
Subject(s)
Apoptosis , Artemisinins , Cell Survival , Histones , Hydrogen Peroxide , Lysine , Oxidative Stress , Retinal Pigment Epithelium , Humans , Histones/metabolism , Apoptosis/drug effects , Acetylation/drug effects , Hydrogen Peroxide/pharmacology , Artemisinins/pharmacology , Retinal Pigment Epithelium/drug effects , Retinal Pigment Epithelium/metabolism , Retinal Pigment Epithelium/cytology , Lysine/metabolism , Cell Survival/drug effects , Oxidative Stress/drug effects , Cell Line , Cytoprotection/drug effects , Epithelial Cells/drug effects , Epithelial Cells/metabolismABSTRACT
In this study, an enzymatic reaction was developed for synthesizing pure triacylglycerols (TAG) with a high content of palmitoleic acid (POA) using fish byproduct oil. The characteristics of synthesized structural TAGs rich in POA (POA-TAG) were analyzed in detail through ultrahigh-performance liquid chromatography Q Exactive orbitrap mass spectrometry. Optimal conditions were thoroughly investigated and determined for reaction systems, including the use of Lipozyme TL IM and Novozym 435, 15 wt % lipase loading, substrate mass ratio of 1:3, and water content of 2.5 and 0.5 wt %, respectively, resulting in yields of 67.50 and 67.45% for POA-TAG, respectively. Multivariate statistical analysis revealed that TAG 16:1/16:1/20:4, TAG 16:1/16:1/16:1, TAG 16:1/16:1/18:1, and TAG 16:0/16:1/18:1 were the main variables in Lipozyme TL IM and Novozym 435 enzyme-catalyzed products under different water content conditions. Finally, the fate of POA-TAG across the gastrointestinal tract was simulated using an in vitro digestion model. The results showed that the maximum release of free fatty acids and apparent rate constants were 71.44% and 0.0347 s-1, respectively, for POA-TAG lipids, and the physical and structural characteristics during digestion depended on their microenvironments. These findings provide a theoretical basis for studying the rational design of POA-structural lipids and exploring the nutritional and functional benefits of POA products.
Subject(s)
Fatty Acids, Monounsaturated , Fish Oils , Water , Triglycerides/chemistry , Fish Oils/chemistry , DigestionABSTRACT
Paralytic shellfish poisoning (PSP) is the most widespread and harmful form of shellfish poisoning with high mortality rate. In this study, a combined desorption electrospray ionization mass spectrometry (DESI-MS) and ultra-performance liquid chromatography triple quadrupole mass spectrometry (UPLC-QqQ/MS) method was established for the detection of PSPs in urine. The method was optimized using a spray solution of methanol and water (1:1, v/v) containing 0.1 % FA, at a flow rate of 2.5 µL·min-1 and an applied voltage of 3 kV. The limit of detection (LOD) for PSPs detection by DESI-MS was in the range of 87-265 µg·L-1, which basically meets the requirements for the rapid screening of PSPs. The LOD for UPLC-QqQ/MS was in the range of 2.2-14.9 µg·L-1, with a limit of quantification (LOQ) of 7.3-49.7 µg·L-1, thus fulfilling the quantitative demand for PSPs in urine. Finally, after spiking the urine samples of six volunteers with PSPs to a concentration of 100 µg·L-1, DESI-MS successfully and efficiently detected the positive samples. Subsequently, UPLC-QqQ/MS was employed for precise quantification, yielding results in the range of 84.6-95.1 µg·L-1. The experimental findings demonstrated that the combination of DESI-MS and UPLC-QqQ/MS enables high-throughput, rapid screening of samples and accurate quantification of positive samples, providing assurance for food safety and human health.
Subject(s)
Shellfish Poisoning , Humans , Chromatography, High Pressure Liquid/methods , Shellfish Poisoning/diagnosis , Tandem Mass Spectrometry/methods , Liquid Chromatography-Mass Spectrometry , Limit of DetectionABSTRACT
Temperature fluctuations occurring during the cold chain logistics of salmon contribute to lipid oxidation. This study aimed to simulate cold chain interruption through freeze-thaw operations and evaluate the lipidomics data from salmon samples subjected to different numbers of freeze-thaw cycles by using rapid evaporative ionization mass spectrometry (REIMS) combined with an intelligent surgical knife (iKnife). The results indicated significant differences in the relative abundance of characteristic ions among the samples (p < 0.05). A total of 34 ions with variable importance for the projection values ≥1 were identified as potential biomarkers, including m/z 719.4233 ([PCC36:5-NH(CH3)3]-), m/z 337.3134 ([FAC22:1]-), m/z 720.4666 ([PEC35:6-H]-), m/z 309.2780 ([FAC20:1]-), m/z 777.4985 ([PCC40:4-NH(CH3)3]-), m/z 745.4421 ([PCC38:6-NH(CH3)3]-/[PEC38:6-NH3]-), m/z 747.4665 ([PCC38:5-NH(CH3)3]-/[PEC38:5-NH3]-), etc. The degree of lipid oxidation was found to be associated with the number of freeze-thaw cycles, exhibiting the most significant alterations in the relative abundance of lipid ions in the 8T samples. Additionally, sensory evaluation by the CIE-L*a*b* method and volatile analysis by headspace solid-phase microextraction gas chromatography-mass spectrometry demonstrated significant differences (p < 0.05) in color and odor among the salmon samples, with a correlation to the number of freeze-thaw cycles. The primary compounds responsible for alterations in salmon odor were aldehydes with lower odor thresholds. In summary, the iKnife-REIMS method accurately differentiated salmon muscle tissues based on varying levels of lipid oxidation, thus expanding the application of REIMS.
Subject(s)
Refrigeration , Salmon , Animals , Mass Spectrometry/methods , Lipids , Ions , Solid Phase MicroextractionABSTRACT
The school bus is an important mode of transportation for school-age children, and safety-related issues are always the focus of public concern. Fatal hyperthermia occurring in school buses is an uncommon type of school bus-related injury. An internet search using Chinese internet search engines based on various combinations of keywords including 'vehicles', 'school bus', 'children or babies', 'hyperthermia or heat stroke' and 'death' was performed. Forty-seven cases of fatal hyperthermia in children which occurred in school buses were retrieved in the study. High ambient temperature, younger age and poor management were identified as risk factors. There is a lack of consensus regarding the legal nature and liability for fatal hyperthermia occurring in school buses. Pre-employment education should be focused on awareness of the dangers of leaving children alone in a school bus. Most importantly, the relevant legislation and regulations on school buses should be implemented. An internal alarm-raising system is recommended to avoid this kind of tragedy.
Subject(s)
Hyperthermia, Induced , Motor Vehicles , Child , Humans , Transportation , China , HyperthermiaABSTRACT
Hypothyroidism has been found to have an effect on the nutritional composition of human milk during pregnancy. This study aims to explore the combined influence of rheological properties, macronutrient content, particle size, and the zeta potential of milk fat globules, as well as the composition of milk fat globule membrane (MFGM) proteins on the quality of human milk in gestational hypothyroidism. The study revealed that human milk from the group with hypothyroidism during pregnancy (AHM) was less viscoelastic and stable when compared with normal pregnancy group human milk (NHM). Furthermore, the particle size and macronutrient content of NHM were found to be larger than that of AHM. In contrast, the zeta potential of AHM was greater than that of NHM. The sodium dodecyl sulfate-PAGE results disclosed that the composition of MFGM proteins in these 2 groups were generally the same, but the content of AHM was lower than that of NHM. In conclusion, this study confirms that hypothyroidism during pregnancy can have a significant effect on the quality of human milk.
Subject(s)
Hypothyroidism , Milk, Human , Rheology , Female , Humans , Pregnancy , Milk, Human/chemistry , Hypothyroidism/veterinary , GlycolipidsABSTRACT
The illegal adulteration of non-dairy cream in milk fat cream during the manufacturing process of baked goods has significantly hindered the robust growth of the dairy industry. In this study, a method based on rapid evaporative ionization mass spectrometry (REIMS) lipidomics pattern recognition integrated with machine learning algorithms was established. A total of 26 ions with importance were picked using multivariate statistical analysis as salient contributing features to distinguish between milk fat cream and non-dairy cream. Furthermore, employing discriminant analysis, decision trees, support vector machines, and neural network classifiers, machine learning models were utilized to classify non-dairy cream, milk fat cream, and minute quantities of non-dairy cream adulterated in milk fat cream. These approaches were enhanced through hyperparameter optimization and feature engineering, yielding accuracy rates at 98.4-99.6%. This artificial intelligent method of machine learning-guided REIMS pattern recognition can accurately identify adulteration of whipped cream and might help combat food fraud.
Subject(s)
Machine Learning , Milk , Animals , Milk/chemistry , Mass Spectrometry , Algorithms , Discriminant AnalysisABSTRACT
Comprehensive screening for functional substances from natural resources is always a hot research topic. Eicosapentaenoic acid- (EPA) and docosahexaenoic acid (DHA)-structured phospholipids (PLEPA/DHA) have versatile cardiovascular benefits as well as superior bioavailability. Herein, the abundance of PLEPA/DHA in 16 aquatic products was specifically and selectively screened using a recently developed precursor ion scan-driven hydrophilic interaction chromatography-mass spectrometry (PreIS-HILIC/MS) method with the fatty acyl moieties of EPA (m/z 301.6) and DHA (m/z 327.6) locked. The aim focused on the characteristics and differences in the varieties and contents of EPA/DHA-structured phosphatidylcholine (PCEPA/DHA) and EPA/DHA-structured phosphatidylethanolamine (PEEPA/DHA) molecular species. A total of 80 PLEPA/DHA molecules were identified in these natural sources, including 47 PCEPA/DHA and 33 PEEPA/DHA. After analysis, PC 16:0/20:5 and PC 16:0/22:6 are present in all aquatic products and at high levels. Antarctic krill was found to be the best resource of PLEPA/DHA in total (2574.69 µg·g-1), followed by mackerel (2330.11 µg·g-1), salmon (2109.91 µg·g-1), and Farrer's scallop (1883.59 µg·g-1), while abalone contained the lowest level of PLEPA/DHA (310.44 µg·g-1). Besides, sea cucumber and sea bass contained the highest contents of EPA-structured and DHA-structured ether phospholipids, respectively, which could be highly recommended as dietary sources of special functional phospholipids. Finally, the multiple discrepancies between the 16 aquatic products were revealed by multivariate statistical analysis. These findings improve the awareness of the composition and content of PLEPA/DHA contained in aquatic products, providing a reference for their integrated development.
Subject(s)
Eicosapentaenoic Acid , Phospholipids , Eicosapentaenoic Acid/chemistry , Phospholipids/chemistry , Docosahexaenoic Acids , Tandem Mass Spectrometry , LecithinsABSTRACT
Significant inroads have been achieved in our understanding of neuropathology with the discovery of the crosstalk between the nervous and immune systems. In the neuro-immune crosstalk, interleukin-15 (IL-15) and its receptors are essential mediators. The IL-15 system has been found to act on peripheral metabolism, including glucose, lipid and energy homeostasis. Nevertheless, whether it promotes neuropsychiatric disorders by affecting CNS metabolism remains unclear, warranting further exploration. Herein, we performed untargeted GC-MS metabolomics between Il-15rα mutant mice and wildtype mice. The results showed that Il-15rα mutation led to metabolic alternations in the cortex and hippocampus, some of which potentially exert detrimental effects on brain health. The identification of neurotransmitter (GABA and 5-hydroxytryptophan), energy (glycolysis and ketone bodies) and lipid (cholesterol and fatty acids) metabolism disorders corroborates the findings of previous studies on the IL-15 system. Moreover, anandamide and glyoxylate and dicarboxylate were novel potential candidates. These findings enhance our understanding of the IL-15 system and its interactions with neuropsychiatric disorders.
Subject(s)
Hippocampus , Interleukin-15 , Animals , Mice , Hippocampus/metabolism , Homeostasis , Interleukin-15/genetics , Interleukin-15/metabolism , Lipids , MutationABSTRACT
Tuberculosis caused by Mycobacterium tuberculosis (MTB) is an ancient chronic infectious disease and is still the leading cause of death worldwide due to a single infectious disease. MTB can achieve immune escape by interacting with host cells through its special cell structure and secreting a variety of effector proteins. Innate immunity-related pattern recognition receptors (PPR receptors) play a key role in the regulation of signaling pathways. In this review, we focus on the latest research progress on related signal transduction molecules in the interaction between MTB and the host. In addition, we provide new research ideas for the development of new anti-tuberculosis drug targets and lead compounds and provide an overview of information useful for approaching future tuberculosis host-oriented treatment research approaches and strategies, which has crucial scientific guiding significance and research value.
Subject(s)
Mycobacterium tuberculosis , Tuberculosis, Lymph Node , Antitubercular Agents/pharmacology , Antitubercular Agents/therapeutic use , Humans , Immunity, Innate , Receptors, Pattern RecognitionABSTRACT
A coated nanoemulsion (CNE)-based edible film was fabricated on the surface of fish floss (FF) to extend its shelf life during storage. The antioxidant tea polyphenol (TPP) was embedded into W/O microemulsion, which was further encapsulated into multiple emulsion (Multi-E) together with functional soluble dietary fiber (SDF). The physicochemical properties indicated that the nanoemulsion-based edible film (NEF) improved the morphology of FF and reduced the crystallinity of the film by scanning electron microscopy (SEM) and X-ray diffraction (XRD). The water vapor permeability increased gradually and rose to only 0.99% after 5 h, resulting in the water activity of FF at a low level (≤0.51) during the storage period. The TPP inside was released at a constant rate (≤18.10%) on the surface, and such a rate was accelerated in the simulated gastrointestinal environment, especially in intestine reaching 60.12% after 5 h of digestion. Besides, the effect of NEF on the flavor was also evaluated and the contents of ketones, phenols, and pyrazines increased, which displayed a regulating effect on the overall flavor of FF by blocking the external moisture and suppressing the microorganism activity. In summary, the NEF effectively enhanced the flavor and taste of FF, controlled the release of TPP, and reduced the water activity during the storage, thereby extending the shelf life.
ABSTRACT
The price of mammalian milk from different animal species varies greatly due to differences in their yield and nutritional value. Therefore, the authenticity of dairy products has become a hotspot issue in the market due to the replacement or partial admixture of high-cost milk with its low-cost analog. Herein, four common commercial varieties of milk, including goat milk, buffalo milk, Holstein cow milk, and Jersey cow milk, were successfully profiled and differentiated from each other by rapid evaporative ionization mass spectrometry (REIMS) combined with chemometric analysis. This method was developed as a real-time lipid fingerprinting technique. Moreover, the established chemometric algorithms based on multivariate statistical methods mainly involved principal component analysis, orthogonal partial least squares-discriminant analysis, and linear discriminant analysis as the screening and verifying tools to provide insights into the distinctive molecules constituting the four varieties of milk. The ions with m/z 229.1800, 243.1976, 257.2112, 285.2443, 299.2596, 313.2746, 341.3057, 355.2863, 383.3174, 411.3488, 439.3822, 551.5051, 577.5200, 628.5547, 656.5884, 661.5455, 682.6015, and 684.6146 were selected as potential classified markers. The results of the present work suggest that the proposed method could serve as a reference for recognizing dairy fraudulence related to animal species and expand the application field of REIMS technology.
Subject(s)
Chemometrics , Milk , Animals , Cattle , Discriminant Analysis , Female , Lipids/analysis , Mammals , Mass Spectrometry/methods , Milk/chemistryABSTRACT
Insulin-like growth factor-1 (IGF-1) and its binding proteins and receptors are widely expressed in the central nervous system (CNS), proposing IGF-1-induced neurotrophic actions in normal growth, development, and maintenance. However, while there is convincing evidence that the IGF-1 system has specific endocrine roles in the CNS, the concept is emerging that IGF-I might be also important in disorders such as ischemic stroke, brain trauma, Alzheimer's disease, epilepsy, etc., by inducing neuroprotective effects towards glutamate-mediated excitotoxic signaling pathways. Research in rodent models has demonstrated rescue of pathophysiological and behavioral abnormalities when IGF-1 was administered by different routes, and several clinical studies have shown safety and promise of efficacy in neurological disorders of the CNS. Focusing on the relationship between IGF-1-induced neuroprotection and glutamate-induced excitatory neurotoxicity, this review addresses the research progress in the field, intending to provide a rationale for using IGF-I clinically to confer neuroprotective therapy towards neurological diseases with glutamate excitotoxicity as a common pathological pathway.
Subject(s)
Nervous System Diseases , Neuroprotective Agents , Neurotoxicity Syndromes , Glutamic Acid/toxicity , Humans , Insulin-Like Growth Factor I/metabolism , Neuroprotection , Neuroprotective Agents/pharmacology , Neurotoxicity Syndromes/drug therapyABSTRACT
Minced shrimp is popular seafood due to its delicious flavor and nutritional value. However, the biological species of raw material of minced shrimp are not distinguished by naked eyes after processing. Thus, an in situ and real-time minced shrimp authentication method was established using iKnife rapid evaporative ionization mass spectrometry (REIMS) based lipidomics. The samples were analyzed under ambient ionization without any tedious preparation step. Seven economic shrimp samples were tested, whose phenotypes were used to develop a real-time recognition model. A total of 19 fatty acids and 45 phospholipid molecular species were efficiently identified and statistically analyzed by multivariate statistical analysis. The results showed that the seven shrimp species were well distinguished, and the most contributing ions at m/z 255.2, 279.2, 301.2, 327.2, 699.5, 742.5, etc., were revealed by variable importance in projection. The proposed iKnife REIMS showed excellent performance in minced shrimp authentication.
Subject(s)
Lipidomics , Seafood , Animals , Crustacea , Fatty Acids/chemistry , Mass Spectrometry/methods , Phospholipids/chemistry , Seafood/analysisABSTRACT
Plasmalogens (Pls) are bioactive substances enriched in the brain with a regulatory effect on Alzheimer's disease (AD), while their metabolomic influence accompanying AD and the underlying mechanisms remain unclear. Here, we extracted and purified Pls (purity of ≥90%) from mussels and applied unbiased metabolomics using ultraperformance liquid chromatography Q-Exactive Orbitrap mass spectrometry to analyze the variation of metabolites in the major metabolic pathways of AD and revealed the cognitive improvement effect of Pls using an experimental AD zebrafish model. The results showed that 37 differential endogenous metabolites were identified, among which glycerophosphocholine, choline, S-adenosylmethionine (SAM), l-glutamine, linoleic acid, 9(S)-HPODE, methionine, and creatine were the major abnormally regulated metabolites, and the first four metabolites were viewed as potential endogenous markers. This study suggested that systemic metabolic profiling could reveal the potential metabolic networks of AD and illuminated the protective effect of Pls on AD through biochemistry mechanisms and metabolic pathways.
Subject(s)
Alzheimer Disease , Bivalvia , Animals , Biomarkers , Chromatography, High Pressure Liquid , Chromatography, Liquid , Mass Spectrometry , Metabolomics , Plasmalogens , ZebrafishABSTRACT
OBJECTIVE: To investigate the effective ingredients of Danshen (Radix Salviae Miltiorrhizae) and Honghua (Flos Carthami) (Danhong) on protective properties towards neonatal rat hippocampal neurons under hypoxia condition. METHODS: Primary culture of neonatal rat hippocampal neurons was used to model hypoxia damage on the hippocampus. Methyl thiazolyl tetrazolium (MTT) assay and preliminary experiments were conducted to identify the four effective ingredients of Danhong, along with the injection of positive drug onto hippocampal neurons at a non-toxic dosage level. The cultured cells were randomly divided into 12 groups: the normal group, model group, positive drug control group and nine compatibility groups of the four effective ingredients. Different test methods were applied to determine lactate dehydrogenasein (LDH), total superoxide dismutase (T-SOD), malondialdehyde (MDA), 6-keto prostaglandin Fla (6-keto-PGF1a), thromboxane B2 (TXB2), mitochondrial membrane potential (MMP), free calcium ions concentration ([Ca2+]i) and early onset cell apoptosis. RESULTS: Different compatibility groups could inhibit the content of LDH and intracellular calcium overload, increase activity in T-SOD, decrease level of MDA and TXB2, improve level of 6-keto-PGF1a and MMP, and prevent the early onset cell apoptosis. CONCLUSION: The compatibility of four effective ingredients of Danhong had protective effect toward hippocampi hypoxia. The mechanism might be related to inhibit oxidative stress damage and cell apoptosis, resist thrombosis, and reduce the intracellular calcium ion of overload.
Subject(s)
Drugs, Chinese Herbal/administration & dosage , Hippocampus/drug effects , Hypoxia/drug therapy , Neurons/drug effects , Oxygen/metabolism , Protective Agents/pharmacology , Salvia miltiorrhiza/chemistry , Animals , Apoptosis/drug effects , Calcium/metabolism , Carthamus tinctorius/chemistry , Cells, Cultured , Hippocampus/cytology , Hippocampus/metabolism , Humans , Hypoxia/genetics , Hypoxia/metabolism , Hypoxia/physiopathology , Lactate Dehydrogenases/metabolism , Male , Malondialdehyde/metabolism , Neurons/cytology , Neurons/metabolism , Rats , Superoxide Dismutase/metabolismABSTRACT
Traditional dysphagia prescreening diagnostic methods require doctors specialists to give patients a total score based on a water swallow test scale. This method is limited by the high dimensionality of the diagnostic elements in the water swallow test scale with heavy workload (Towards each patient, the scale requires the doctors give score for 18 diagnostic elements respectively) as well as the difficulties of extracting and using the diagnostic scale data's non-linear features and hidden expertise information (Even with the scale scores, specific diagnostic conclusions are still given by expert doctors under the expertise). In this paper, a hybrid classifier model based on Nonlinear-Principal Component Analysis (NPCA) and Deep Belief Networks (DBN) is proposed in order to effectively extract the diagnostic scale data's nonlinear features and hidden information and to provide the key scale elements' locating methods towards the diagnostic results (The key scale elements that affect different diagnostic conclusions are given to improve the efficiency and pertinence of diagnosis and reduce the workload of diagnosis). We demonstrate the effectiveness of the proposed method using the frame of 'information entropy theory'. Real dysphagia diagnosis examples from the China-Japanese Friendship Hospital are used to demonstrate applications of the proposed methods. The examples show satisfactory results compared to the traditional classifier.