ABSTRACT
BACKGROUND: ChatGPT is a large language model designed to generate responses based on a contextual understanding of user queries and requests. This study utilised the entrance examination for the Master of Clinical Medicine in Traditional Chinese Medicine to assesses the reliability and practicality of ChatGPT within the domain of medical education. METHODS: We selected 330 single and multiple-choice questions from the 2021 and 2022 Chinese Master of Clinical Medicine comprehensive examinations, which did not include any images or tables. To ensure the test's accuracy and authenticity, we preserved the original format of the query and alternative test texts, without any modifications or explanations. RESULTS: Both ChatGPT3.5 and GPT-4 attained average scores surpassing the admission threshold. Noteworthy is that ChatGPT achieved the highest score in the Medical Humanities section, boasting a correct rate of 93.75%. However, it is worth noting that ChatGPT3.5 exhibited the lowest accuracy percentage of 37.5% in the Pathology division, while GPT-4 also displayed a relatively lower correctness percentage of 60.23% in the Biochemistry section. An analysis of sub-questions revealed that ChatGPT demonstrates superior performance in handling single-choice questions but performs poorly in multiple-choice questions. CONCLUSION: ChatGPT exhibits a degree of medical knowledge and the capacity to aid in diagnosing and treating diseases. Nevertheless, enhancements are warranted to address its accuracy and reliability limitations. Imperatively, rigorous evaluation and oversight must accompany its utilization, accompanied by proactive measures to surmount prevailing constraints.
Subject(s)
Artificial Intelligence , Clinical Medicine , Educational Measurement , Language , Reproducibility of ResultsABSTRACT
Scallop visceral mass and mantle are aquatic byproducts and waste, but they have high contents of protein. In this study, scallop visceral mass and mantle were used as supplements in the diet of juvenile sea cucumber (A. japonicus) and their effects on the growth, fatty acid and amino acid compositions, the non-specific immune responses and the intestinal microflora of A. japonicus were investigated through a 40 d feeding experiment. The results showed that dietary supplementation of scallop visceral mass significantly accelerated the specific growth rate (SGR) of juvenile A. japonicus by 3 times within 20 days, and also raised the contents of ω-3 fatty acids including EPA and DHA and the ω-3/ω-6 ratio of the sea cucumber tissue, which is favorable to the health and commercial value of the sea cucumber. Furthermore, it was found that the supplementation of scallop visceral mass and mantle stimulated the expression of immune-related genes and enhanced the immune defense in A. japonicus. Scallop visceral mass and mantle supplementation also increased the microbial diversity and the abundance of beneficial microbes including Bifidobacteriaceae, Streptomycetaceae, Clostridiaceae and Rhizobiales in the gut of A. japonicus. This study reveals the beneficial effects of dietary supplementation of scallop visceral mass and mantle on the growth of juvenile A. japonicus, which might be a promising way to reutilize this scallop waste and raise its economic value.
ABSTRACT
To investigate the immunostimulatory effects of chitosan sulfates, we prepared α- and ß-chitosan sulfates with different molecular weights and compared their immunostimulatory activities in RAW 264.7 macrophages. Results suggest that ß-chitosan sulfates were more active than α-chitosan in promoting nitric oxide (NO) production. Further study show that ß-chitosan sulfate significantly promoted the production of NO, prostaglandin E2, tumor necrosis factor (TNF)-α, interleukin-6 and interleukin-1ß at the levels of transcription and translation. Moreover, Western blots revealed that it induced the phosphorylation of p85 and Akt, and the nuclear translocation of p50/p65 and c-Fos/c-Jun. The luciferase activity of cells pretreated with ß-chitosan sulfate further confirmed the nuclear translocation of p50/p65 and c-Fos/c-Jun. Determination of Toll-like receptor (TLR) 4 expression suggested that ß-chitosan sulfate at least partly bound to TLR4. In conclusion, ß-chitosan sulfates activate RAW 264.7 cells through the PI3K-Akt pathway, which is dependent on activator protein-1 and nuclear factor-κB activation.
Subject(s)
Chitosan/chemistry , Chitosan/pharmacology , Macrophages/drug effects , Phosphatidylinositol 3-Kinases/metabolism , Proto-Oncogene Proteins c-akt/metabolism , Signal Transduction/drug effects , Sulfates/chemistry , Adjuvants, Immunologic/chemistry , Adjuvants, Immunologic/metabolism , Adjuvants, Immunologic/pharmacology , Animals , Cell Survival/drug effects , Chitosan/metabolism , Cytokines/metabolism , Macrophages/cytology , Macrophages/immunology , Macrophages/metabolism , Mice , Molecular Weight , Nitric Oxide/biosynthesis , RAW 264.7 Cells , Transcriptional Activation/drug effectsABSTRACT
BACKGROUND: Medusozoans utilize explosively discharging penetrant nematocysts to inject venom into prey. These venoms are composed of highly complex proteins and peptides with extensive bioactivities, as observed in vitro. Diverse enzymatic toxins have been putatively identified in the venom of jellyfish, Nemopilema nomurai and Cyanea nozakii, through examination of their proteomes and transcriptomes. However, functional examination of putative enzymatic components identified in proteomic approaches to elucidate potential bioactivities is critically needed. METHODS: In this study, enzymatic toxins were functionally identified using a combined approach consisting of in gel zymography and liquid chromatography tandem mass spectrometry (LC-MS/MS). The potential roles of metalloproteinases and lipases in hemolytic activity were explored using specific inhibitors. RESULTS: Zymography indicated that nematocyst venom possessed protease-, lipase- and hyaluronidase-class activities. Further, proteomic approaches using LC-MS/MS indicated sequence homology of proteolytic bands observed in zymography to extant zinc metalloproteinase-disintegrins and astacin metalloproteinases. Moreover, pre-incubation of the metalloproteinase inhibitor batimastat with N. nomurai nematocyst venom resulted in an approximate 62% reduction of hemolysis compared to venom exposed sheep erythrocytes, suggesting that metalloproteinases contribute to hemolytic activity. Additionally, species within the molecular mass range of 14-18 kDa exhibited both egg yolk and erythrocyte lytic activities in gel overlay assays. CONCLUSION: For the first time, our findings demonstrate the contribution of jellyfish venom metalloproteinase and suggest the involvement of lipase species to hemolytic activity. Investigations of this relationship will facilitate a better understanding of the constituents and toxicity of jellyfish venom.
Subject(s)
Cnidarian Venoms/enzymology , Electrophoresis, Polyacrylamide Gel , Hyaluronoglucosaminidase/metabolism , Lipase/metabolism , Metalloproteases/metabolism , Proteomics/methods , Scyphozoa/enzymology , Tandem Mass Spectrometry , Animals , Chromatography, Liquid , Cnidarian Venoms/antagonists & inhibitors , Cnidarian Venoms/toxicity , Dose-Response Relationship, Drug , Hemolysis/drug effects , Hyaluronoglucosaminidase/chemistry , Hyaluronoglucosaminidase/isolation & purification , Hyaluronoglucosaminidase/toxicity , Lipase/chemistry , Lipase/isolation & purification , Lipase/toxicity , Metalloproteases/chemistry , Metalloproteases/isolation & purification , Metalloproteases/toxicity , Molecular Weight , Protease Inhibitors/pharmacology , Sheep, DomesticABSTRACT
Jellyfish envenomations are emerging as an important public health concern occurred worldwide. In China, the situation is getting worse with numerous people stung by jellyfish Nemopilema nomurai (N. nomurai) and Cyanea nozakii (C. nozakii) in the summer. However, the proteinaceous mixtures in nematocysts responsible for the symptoms of jellyfish stings were scarcely characterized and understood in view of enzymatic constituents and toxicity. In the present study, enzymatic properties of jellyfish N. nomurai and C. nozakii nematocyst venom were analyzed biochemically and kinetically. The current data revealed that N. nomurai and C. nozakii nematocyst venom exhibited various enzymatic activities, of which metalloproteinases activity and PLA2s-like activity were predominant. Moreover, the catalytic activities of metalloproteinases and PLA2s-like were dependent on different physiochemical conditions such as temperature, pH and divalent ions. Kinetic profiling revealed their catalytic behaviors fitted the Michaelis-Menten equation under specific conditions. Findings suggested jellyfish nematocyst venom possessed diverse enzymatic constituents, which may underlie the extensively characterized bioactivities of jellyfish venom and human envenomations. Hence, our study will contribute to understanding the enzymatic constituents and toxicity of jellyfish nematocyst venom and may afford potential therapeutic targets for developing drugs for jellyfish stings.
Subject(s)
Cnidarian Venoms/enzymology , Scyphozoa/enzymology , Animals , Cnidarian Venoms/chemistry , Fibrinogen/chemistry , Kinetics , Metalloproteases/chemistry , Metalloproteases/isolation & purification , Metalloproteases/metabolism , Phospholipases A2/chemistry , Phospholipases A2/isolation & purification , Phospholipases A2/metabolismABSTRACT
Jellyfish venom contains various toxins and can cause itching, edema, muscle aches, shortness of breath, blood pressure depression, shock or even death after being stung. Hemolytic protein is one of the most hazardous components in the venom. The present study investigated the hemolytic activity of the nematocyst venom from jellyfish Stomolophus meleagris. Anion exchange chromatography, DEAE Sepharose Fast Flow, and gel filtration chromatography, Superdex200 had been employed to isolate hemolytic proteins from the nematocyst venom of jellyfish S. meleagris. Hemolysis of chicken red blood cells was used to quantify hemolytic potency of crude nematocyst venom and chromatography fractions during the purification process. Native-PAGE profile displayed one protein band in the purified hemolytic protein (SmTX); however, two protein bands with apparent molecular weights of ≈ 45 kDa and 52 kDa were observed in the reducing SDS-PAGE analysis. Approximately 70 µg/mL of SmTX caused 50% hemolysis (HU50) of the erythrocyte suspension. The hemolytic activity of SmTX was shown to be temperature and pH dependent, with the optimum temperature and pH being 37°C and pH 5.0. The present study is the first report of isolation and partial characterization of hemolytic proteins from the nematocyst venom of the jellyfish S. meleagris. The mechanism of the hemolytic activity of SmTX is not clear and deserves further investigation.
Subject(s)
Cnidarian Venoms/toxicity , Erythrocytes/drug effects , Proteins/toxicity , Scyphozoa , Animals , Chickens , Chromatography, Gel , Chromatography, Ion Exchange , Cnidarian Venoms/chemistry , Erythrocytes/pathology , Hemolysis , Hydrogen-Ion Concentration , Nematocyst , Proteins/chemistry , Proteins/isolation & purification , TemperatureABSTRACT
The nematocyst proteins of jellyfish Stomolophus meleagris, a complicated mixture, contain many important bioactive molecules. In present study, to gain comprehensive insight into the protein component and search some novel bioactive molecules in the nematocyst proteins, shotgun proteomic analysis of the nematocyst proteins was carried out by nano liquid chromatography tandem mass spectrometry (nanoLC-MS/MS) for the first time. Digested peptides of the nematocyst proteins were analyzed by nanoLC-MS/MS and all MS/MS spectra were then automatically searched by the SEQUEST program. A total of 181 proteins had been identified, with the molecular weight ranging from 5268.06 to 843,487.57 and the pI from 4.49 to 11.39. Bioinformatic analysis was also applied to better understand the identified proteins. In the gene ontology (GO) annotation, all the identified proteins were classified into 13, 9 and 7 groups according to biological process, cellular component and molecular function, respectively. Pathways analysis of the identified proteins was conducted with 33 corresponding pathways found. On the basis of pathways analysis, we also constructed the gene network to analyze the relationship of those genes each other, which contained enzyme-enzyme relation, protein-protein interaction and gene expression interaction.
Subject(s)
Chromatography, Liquid/methods , Nematocyst/chemistry , Proteins/chemistry , Proteomics/methods , Scyphozoa/chemistry , Tandem Mass Spectrometry/methods , Animals , Chromatography, Liquid/instrumentation , Molecular Sequence Data , Molecular Weight , Nanotechnology/methodsABSTRACT
Reactive oxygen species (ROS) can damage the lipids, proteins and DNA when produced excessively in cells. Here, we describe the isolation and identification of a novel antioxidant protein named SmP90 from the nematocyst of jellyfish Stomolophus meleagris by 50% ammonium sulfate precipitation and gel filtration chromatography, superdex75. HPLC and SDS-PAGE analysis revealed >95% purity of SmP90 with apparent molecular weight of 90 kDa, approximately. The identification of SmP90 was confirmed by both N-terminal amino acids sequencing, with the sequences of NLDTPYCFYSGDYGG, and peptide mass fingerprint (PMF) analysis by MALDI-TOF-MS. However, no known protein had been completely matched in the database, which indicated that SmP90 might be a novel protein. The antioxidant assay result showed that it had strong superoxide anion radical-scavenging activity with the half-scavenging concentration (EC(50)) of about 16 µg/mL. Therefore, the present study is the first time to demonstrate a high efficient method of isolating a novel antioxidant protein from the nematocyst of jellyfish S. meleagris.
Subject(s)
Antioxidants/chemistry , Antioxidants/isolation & purification , Nematocyst/chemistry , Proteins/chemistry , Proteins/isolation & purification , Scyphozoa/chemistry , Animals , Antioxidants/pharmacology , Oxidation-Reduction/drug effects , Proteins/pharmacology , Superoxides/chemistryABSTRACT
A portion of hemicelluloses and acetic acid can be pre-extracted with dilute sulfuric acid prior to the aspen chemithermomechanical pulp process. The streams collected from the second press-impregnation stage after acid pre-extraction contain a significant amount of acid pre-extracted hemicelluloses. Most of the total sugars obtained from the pressate were xylan, in which xylan was further hydrolyzed to sugar monomers under the acid pre-extraction condition. To fully understand the characteristics of hemicelluloses yielded prior to pulping, the pre-extracted hemicelluloses were separated and characterized by FT-IR, (1)H NMR, and thermogravimetric analysis in this study. Most of the FT-IR bonds from the hemicelluloses agreed well with the other two spectra of birch xylan and CA0050 xylan, except a new absorption at 1734 cm(-1) contributed to acetyl groups. The hemicelluloses obtained from acid pre-extraction began to decompose significantly at about 225 °C, slightly lower in comparison with organosolv and alkaline hemicelluloses reported in the literature.
Subject(s)
Betula/chemistry , Plant Extracts/chemistry , Plant Extracts/isolation & purification , Polysaccharides/chemistry , Polysaccharides/isolation & purification , Wood/chemistry , Biotechnology , Chemical Fractionation , Hydrolysis , Sulfuric Acids/chemistryABSTRACT
Hemolysin is one of the most hazardous components in the venom of Cyanea nozakii Kishinouye. Here we describe the purification and in vitro characterization of the hemolysin, which we named CnPH. The CnPH was isolated by anion-exchange and size-exclusion chromatography from the nematocyst venom. Two protein bands with molecular masses of 20 kDa, 60 kDa respectively were shown in the reducing SDS-PAGE analysis of the CnPH. And Approximately 5 µg/mL of the CnPH resulted in 50% hemolysis of the erythrocyte suspension. The hemolytic activity of the CnPH was both temperature and pH dependent. Moreover, it was significantly inhibited in the presence of divalent metal cations, including Cu(2+), Mg(2+), Mn(2+), Zn(2+) and Ca(2+), but enhanced in the presence of EDTA. However, how CnPH performs its hemolytic activity is not yet clear, therefore the mechanism of the hemolytic activity of the CnPH is under research.