The anti-hair loss mechanism of Aquilaria sinensis leaf extract(ASE)has been studied by using metabolomics and network pharmacology.Metabolomics was utilized to comprehensively identify the active constituents of ASE,...The anti-hair loss mechanism of Aquilaria sinensis leaf extract(ASE)has been studied by using metabolomics and network pharmacology.Metabolomics was utilized to comprehensively identify the active constituents of ASE,and the network pharmacology was used to elucidate their anti-hair loss mechanism,which was verified by molecular docking technology.572 active compounds were identified from the ASE by metabolomics methods,where there are 1447 corresponding targets and 492 targets related to hair loss,totaling 88 targets.20 core active substances were identified by constructing a network between common targets and active substances,which include vanillic acid,chorionic acid,caffeic acid and apigenin.The five key targets of TNF,TP53,IL6,PPARG,and EGFR were screened out by the PPI network analysis on 88 common targets.The GO and KEGG pathway enrichment analysis showed that the inflammation,hormone balance,cell growth,proliferation,apoptosis,and oxidative stress are involved.Molecular docking studies have confirmed the high binding affinity between core active compounds and key targets.The drug similarity assessment on these core compounds suggested that they have the potential to be used as potential hair loss treatment drugs.This study elucidates the complex molecular mechanism of ASE in treating hair loss,and provides a reference for the future applications in hair care products.展开更多
OBJECTIVE The strategy and techniques of metabolomics was applied for the pharmacology and molecular mechanism research of Panax notoginseng(PN)in traditional Chinese medicine.METHODS The global metabolic profiles of ...OBJECTIVE The strategy and techniques of metabolomics was applied for the pharmacology and molecular mechanism research of Panax notoginseng(PN)in traditional Chinese medicine.METHODS The global metabolic profiles of PN were investigated by the NMR-based metabolomics.The different parts of PN were scanned into metabolic profiles by 1H-NMR.The significant differences of these metabolic profiles were analyzed by PCA,PLS-DA,PLS-R,etc.The pharmacological effects including free radical scavenging activity(FRSA),anti-proliferation to human colorectal cancer cell line(HCT116),xanthine oxidase inhibition,were followed in vitro.Additionally,the molecular mechanism of xanthine degrading process by PN was attempted by 1H-NMR.RESULTS The NMR-based metabolic profiles of different parts(upper part of root,middle part of root,lower part of root,hairy root,leaf and stem)of PN presented significant differences by multivariate statistical analysis.The hairy root and leaf revealed highest anti-proliferative effect to HCT116;the leaf and stem of PN showed highest level of FRSA;the leaf,stem,hairy root effected the xanthine degrading 1 metabolic pathway.And the H-NMR based molecular mechanism experiment showed that the xanthine metabolic pathway degraded by PN depended on the direct inhibition to xanthine.CONCLUSION The metabolomics strategy provided complementary chemical profiling to medicinal herbs,which accelerated the development of pharmacology and mechanism of action in traditional medicine.The subsidiary parts of PN,as leaf,stem and hairy root,have the potential to develop new drugs in curing cancer,inflammation and gout.展开更多
OBJECTIVE To explore the pathogenesis of depression according to the LC-MS/MS-based metabolomics in the mouse model which exhibits social avoidance state induced by the chronic social defeat stress model(CSDS).METHODS...OBJECTIVE To explore the pathogenesis of depression according to the LC-MS/MS-based metabolomics in the mouse model which exhibits social avoidance state induced by the chronic social defeat stress model(CSDS).METHODS Twenty male C57BL/6N mice were randomly divided into control group and model group suffering CSDS,and the ICR retired breeder mice were used to attack the model group for 14 d of chronic social defeated stress.The open field test and source preference test were both used to observe depression-like behavior.Besides,the social interaction test is used to observe the social interaction state,especially.After the stress,the serum samples of mice were collected,and the changes of endogenous metabolites were analyzed by LC-MS metabolomics technology,and the pathway analysis of the differential metabolites was performed to explore the pathogenesis of the CSDS induced depressive-like mouse model.RESULTS After the stress of CSDS was completed,the mice in the model group showed a significant slowdown in body weight growth,a reduction in the source preference rate,and a significant reduction in the total distance and the number of rearing in the open field test.Distinctively,the social interaction rate is remarkably decreasing.There are 24 differential metabolites found in the serum of CSDS model mice.CONCLUSION The mouse who suffered CSDS stress would show depressive-like behavior.Based on the LC-MS/MS metabolomics,24 differential metabolites were found in the serum of CSDS model mice.The amino acid metabolism might be significant to the pathogenesis of the CSDS induced depressive-like mouse model.展开更多
Exosomes,ubiquitously present in body fluids,serve as non-invasive biomarkers for disease diagnosis,monitoring,and treatment.As intercellular messengers,exosomes encapsulate a rich array of proteins,nucleic acids,and ...Exosomes,ubiquitously present in body fluids,serve as non-invasive biomarkers for disease diagnosis,monitoring,and treatment.As intercellular messengers,exosomes encapsulate a rich array of proteins,nucleic acids,and metabolites,although most studies have primarily focused on proteins and RNA.Recently,exosome metabolomics has demonstrated clinical value and potential advantages in disease detection and pathophysiology,despite significant challenges,particularly in exosome isolation and metabolite detection.This review discusses the significant technical challenges in exosome isolation and metabolite detection,highlighting the advancements in these areas that support the clinical application of exosome metabolomics,and illustrates the potential of exosomal metabolites from various body fluids as biomarkers for early disease diagnosis and treatment.展开更多
In this study,thyme essential oil(TEO)nanoemulsion(tPTNs)was constructed with transglutaminase(TGase)-modified potato protein,and its antibacterial activity and mechanism of action were evaluated and explored.Results ...In this study,thyme essential oil(TEO)nanoemulsion(tPTNs)was constructed with transglutaminase(TGase)-modified potato protein,and its antibacterial activity and mechanism of action were evaluated and explored.Results indicated that tPTNs exhibited great antibacterial activity against both Staphylococcus aureus and Escherichia coli,with minimal inhibitory concentration(MIC)and minimum bactericidal concentration(MBC)of 2.5 and 5.0 mg/mL,respectively.Also,the antibacterial effects of tPTNs were concentration-dependent.We observed a significant decrease in the absolute value of the zeta potential,and significant increases in particle size,cell membrane hydrophobicity,conductivity,the release of metal ions,and the leakage of nucleic acid as the concentration of tPTNs increased from 0 mg/mL to MBC.Furthermore,sodium dodecyl sulphate-polyacrylamide gel electrophoresis(SDS-PAGE)demonstrated that protein synthesis was inhibited or even disrupted.Analysis by liquid chromatography-mass spectrometry(LC-MS)indicated that treatment with tPTNs caused significant changes in bacterial metabolites,1117 and 692 differential metabolites being found for S.aureus and E.coli,respectively.The differential metabolites were involved in nucleotide metabolism,amino acid metabolism,tricarboxylic acid cycle and other metabolic pathways.These findings provide valuable insights for the application of thyme essential oil as an efficient antibacterial agent and for the understanding of its mechanism of action.展开更多
Objective:The incidence and mortality of colorectal carcinoma(CRC)continue to rise globally,highlighting the need to identify modifiable risk factors for early detection and prevention.Previous studies have demonstrat...Objective:The incidence and mortality of colorectal carcinoma(CRC)continue to rise globally,highlighting the need to identify modifiable risk factors for early detection and prevention.Previous studies have demonstrated significant associations between CRC risk and various serum metabolites as well as inflammatory cytokines;however,due to limitations in study design and potential confounding factors,the causal relationships remain unclear.This study aims to investigate the causal relationships between inflammatory cytokines,serum metabolites,and CRC risk,providing a theoretical basis for the development of novel early diagnostic biomarkers and therapeutic targets.Methods:A two-sample Mendelian randomization(MR)design was applied using summary statistics from genome-wide association studies(GWAS).Instrumental variables(IVs)were derived from:1)metabolomics GWAS data of 1400 serum metabolites(n=8299);2)cytokine GWAS data of 91 inflammatory factors(n=14824);and 3)CRC risk data from the FinnGen consortium(6847 cases and 314193 controls).The primary analysis was conducted using the inverse-variance weighted(IVW)method,with sensitivity analyses performed using MR Egger regression and the weighted median method.Effect estimates including odds ratios(OR),95%confidence intervals(CI),and false discovery rates(FDR)were calculated.Results:MR analysis indicated that higher levels of axin-1(AXIN1)(OR=0.84195%CI 0.714 to 0.991)and Fms-related tyrosine kinase 3 ligand(Flt3L)(OR=0.916,95%CI 0.844 to 0.994)were associated with a reduced risk of CRC.In contrast,higher levels of Delta/Notchlike epidermal growth factor-related receptor(DNER)(OR=1.119,95%CI 1.009 to 1.241)and vascular endothelial growth factor A(VEGF-A)(OR=1.078,95%CI 1.011 to 1.150)were associated with an increased risk of CRC(all P<0.05).Metabolomics association analysis further identified 144 serum metabolites significantly correlated with these four key inflammatory cytokines(FDR<0.05),suggesting that they may regulate CRC risk through inflammatory pathways.Conclusion:Specific inflammatory cytokines and serum metabolites have causal relationships with the risk of CRC.These findings provide insights for further exploration of potential risk factors and the development of effective prevention strategies for CRC.展开更多
Recent fast advance in biomedical research at the“omic”levels has led to an explosion of big data for the understanding the molecular makeup of diseases,which have revealed the intimate unmatched relationships betwe...Recent fast advance in biomedical research at the“omic”levels has led to an explosion of big data for the understanding the molecular makeup of diseases,which have revealed the intimate unmatched relationships between the genomic variabilities and the current organ-or system-based definition and classification of disease in Western medi⁃cine.The major challenges in the effort to establish and develop precision medicine are how diseases should be defined and classified in an integrated systemic or omic scale and also on an individualized basis.The phenomics approach to the understanding of diseases will allow the transition from focused phenotype/genotype studies to a systemic largescale phenome and genome,proteome,metabolome approach and the identification of a systemically integrated setof biomarkers for diagnosis and prognosis of disease phenome(or Zhenghou).Phenome-wide associated study(PheWAS)may soon lead the field of medical research and provide insightful and novel clues for redefinition of the disease phenome and its clinical classifications and personalized treatment and ultimately precision medicine.Pharma⁃cophenomics is to characterize the phenomes of drug response and also to identify the corresponding therapeutic targets at the level of systems biology.As a complement of pharmacogenomics/proteomics/metabolomics,pharmacoph⁃enomics offers a suite of new technologies and platforms for the transition from focused phenotype-genotype study to a systematic phenome-genome approach and refine drug research with systematically-defined drug response and thera⁃peutic targets.Therefore,pharmacophenomics will provide a new paradigm for the study of drug response including effects and toxicities at the level of systems biology and will identify the corresponding therapeutic targets and principles for combination treatment and prevention of disease using Fangji or Fufang that takes into account individual variability in genes,environment,and lifestyle for each person.展开更多
Aim Renal interstitial fibrosis （RIF） is a common final pathological process in the progression of kid- hey disease. To investigate the pathogenesis of RIF and offer invaluable instructions for diagnosis and therapy...Aim Renal interstitial fibrosis （RIF） is a common final pathological process in the progression of kid- hey disease. To investigate the pathogenesis of RIF and offer invaluable instructions for diagnosis and therapy treat- 1 ment of RIF. Method： H NMR based-metabolomics study on targeted kidney tissue of RIF rats induced by uni- lateral ureteral obstruction was conducted combined with multivariate data analysis to characterize the alteration of endogenous metabolites and elucidate the molecular mechanism of RIF. Results The combination of a variety of statistical methods was used to screen out 14 potential significantly changed metabolites, including increased levels of lactate, methionine, aspartate, allantoin, uracil, 3-HB and decreased levels of TMAO, leucine, valine, lysine, adenosine, adenine, tyrosine and phenylalanine in the left kidney of UUO rats, compared with SO rats. To gain ad- ditional insight about the relationship between metabolites, they were mapped to KEGG IDs and built compound network by Metscape reflecting the complex pathology and providing evidence for the involvement of such processes as altered amino acid metabolism, adenine metabolism, energy metabolism, osmolyte change and induced oxidative stress. In addition, we have explored the morphology and size, calculated the degree of fibrosis based on altered differential metabolites, and speculated the probable causes of moderate RIF of contralateral kidneys to help to un- derstand the disease, which was also supported by serum biochemistry and kidney histopathology results. In addi- tion, the correlation analysis of the pathological parameters （ clinical chemistry, histological and immunohistochem- istry results） with the significantly changed differential metabolites responsible for the cluster （different groups） was also performed. Conclusion Our work shows that target tissue metabolomics analysis can be used as a power-ful tool to gain a better understanding of the mechanism of the disease and provide a novel insight in the pathogene- sis of RIF.展开更多
OBJECTIVE Pulmonary arterial hypertension(PAH)is a malignant pulmonary vascular disease lacking efficacy therapeutics.Therefore,it urgently needs to develop safe and effective drugs for PAH treatment.Osthole derived f...OBJECTIVE Pulmonary arterial hypertension(PAH)is a malignant pulmonary vascular disease lacking efficacy therapeutics.Therefore,it urgently needs to develop safe and effective drugs for PAH treatment.Osthole derived from Cnidium monnieri(L.)Cusson(Shechuangzi)or Angelica pubescens Maxim(Duhuo)has the capacity to alleviate PAH by decreasing pulmonary arterial pressure and alleviating pulmonary vascular remodeling in rats,which is a candidate drug for the prevention of PAH,but the underlying modulatory mechanism is still unclear.Our study aims at investigating the metabolic modulatory mechanism of osthole against PAH employing functional metabolomics strategy.METHODS PAH model rats were successfully established with MCT,following osthole administration,then functional metabolomics based on untargeted metabolomics assay,targeted lipidomics analysis,qRT-PCR,Western blotting and ELISA were performed to investigate the modulatory mechanism of osthole against pulmonary arterial pressure and pulmonary vascular remodeling in PAH.RESULTS Untargeted metabolomics results found that sphingosine 1-phosphate(S1P)was the differential metabolites characterized PAH and reversed by osthole treatment.S1P is a crucial sphingolipid metabolite catalyzed by sphingosine kinases1(Sphk1)and functions as promoting PASMCs proliferation contributing to pulmonary vascular remodeling and pulmonary arterial pressure increase.We revealed that osthole reversed high level of S1P by modulating metabolic enzyme Sphk1 via inactivating microRNA-21-PI3K/Akt/mTOR signal pathway to decrease pulmonary arterial pressure in rats with PAH.Then,targeted phospholipid metabolomics results uncovered that decadienyl-L-carnitine(C10:2)was the differential metabolite characterized PAH and corrected by osthole treatment in rat with PAH.C10:2 is the intermediate metabolite of fatty acid oxidation(FAO),and C10:2 accumulation indicated mitochondrial dysfunction and FAO increase.CONCLUSION Osthole could block lipid metabolic reprogramming through functional modulating the expression of fatty acid translocase,fatty acid synthase,phospholipase A2,carnitine palmitoyltransferase 1A to inhibit C10:2,thus to improve mitochondrial dysfunction and inhibit utilizing lipid to biosynthesize necessary essence for pulmonary artery smooth muscle cells(PASMCs)proliferation.Moreover,we delineated that C10:2 and metabolic reprogramming enzymes were modulated by miRNA-22-3p which was involved in PASMCs proliferation and pulmonary vascular remodeling.Therefore,osthole inhibited miRNA-22-3p mediated lipid metabolic reprogramming to ameliorate pulmonary vascular remodeling.展开更多
The major objective of this study was to determine the effect of corn straw or mixed diet on the small molecule metabolites of liver and milk production of healthy Chinese Holstein cows during lactation.In this study,...The major objective of this study was to determine the effect of corn straw or mixed diet on the small molecule metabolites of liver and milk production of healthy Chinese Holstein cows during lactation.In this study,metabolomic methods based on ultra performance liquid chromatography-mass spectrometry(LC-MS)were used to study the liver metabolites of dairy cows fed on corn straw diet or mixed diet.Ten healthy Chinese Holstein cows were randomly assigned to two groups,under the same management condition,fed different diets respectively,corn straw group(CS)or a mixture of alfalfa hay and Chinese wild rye hay mixed forage group(MF).All the cows were fed for 8 weeks and recorded body weight,dry matter intake,body condition score,fat,protein,lactose,milk yield and the total solids.Livers were sampled from each cow through a liver puncture needle for analysis of a significant difference in small molecule metabolites in cow liver samples from the two different diets.The results suggested that different diet types had significant effects on liver metabolism and milk components in dairy cows.The contents of milk fat,the total solids,milk protein,lactose,dry matter intake(DMI),milk yield,milk protein(%),lactose(%)and milk fat(%)of the corn straw group were significantly lower than those of the mixed forage group(p<0.05);the contents of phosphatidylcholine(PC),histidine,hypoxanthine and mridine in liver tissues of the corn straw group were significantly lower than those in the mixed forage group(p<0.05);acetylcarnitine,uric acid,triacylglycerol(TG),acetal phosphatidylcholine(plasmenyl-PC),acetalphosphatidylethanolamine(plasmenyl-PE)and sphingomyelin(SM)of the corn straw group were significantly higher than those in the mixed forage group(p<0.05).In summary,cows fed on mixed forage diet significantly improved milk yield and lactation performance clearly.展开更多
Countless studies have been devoted to the scientific evaluation of the safety and/or efficacy of botanical natural products.Investigators involved in such studies face a unique set of challenges.Natural products diff...Countless studies have been devoted to the scientific evaluation of the safety and/or efficacy of botanical natural products.Investigators involved in such studies face a unique set of challenges.Natural products differ from their pharmaceutical counterparts in that they are typically complex mixtures,for which the identities and quantities of components present are not known.To further complicate matters,the composition of these mixtures will vary depending on source material and method of preparation.Investigators conducting clinical trials with complex botanical natural products must choose from a myriad of potential preparations,which may vary greatly in composition.In making such decisions,it is extremely useful to know which components of the mixture are most likely to be responsible for its purported biological activity(the"active constituents").The gold standard approach for identifying active constituents of botanical natural products is bioassay-guided fractionation,in which the mixture is subjected to successive rounds of purification and bioassays until an active compound is identified.Bioassay guided fractionation has historically played a critical role in drug discovery,but is,nonetheless,fraught with challenges.The process is biased towards the most abundant and easily isolatable mixture components,which may not be the most biologically active.Furthermore,if multiple compounds contribute either additively,antagonistically,or synergistically to the observed biological activity of the mixture,activity may be lost upon isolation.As a complementary strategy to bioassay-guided fractionation,our research group has developed untargeted metabolomics strategies to aid in the identification of bioactive mixture components.These strategies involve profiling botanical mixtures using ultraperformance chromatography coupled to high resolving power mass spectrometry.The resulting chemical data is then integrated with biological assay data using biochemometric data analysis strategies.Several case studies will be presented illustrating how this approach can be applied,including for the identification of compounds from the botanical green(Camellia sinensis)that inhibit drug metabolizing enzymes.Such studies are being conducted as part of the Center for Excellence in Natural Product Drug Interaction Studies(Na PDI),which is supported by a cooperative agreement with the National Center for Complementary and Integrative Health,a component of the National Institutes of Health.展开更多
OBJECTIVE Major depressive disorder(MDD) is a highly heterogeneous mental illness.Further classification may help characterize its heterogeneity.The purpose of this study was to examine metabolomic and brain connectom...OBJECTIVE Major depressive disorder(MDD) is a highly heterogeneous mental illness.Further classification may help characterize its heterogeneity.The purpose of this study was to examine metabolomic and brain connectomic associations with traditional Chinese medicine(TCM) diagnostic classification of MDD.METHODS Fifty unmedicated depressed patients were classified into Liver Qi Stagnation(LQS,n=30) and Heart and Spleen Deficiency(HSD,n=20) subtypes according to TCM diagnosis.Healthy volunteers(n=28) were included as controls.Gas chromatography-mass spectrometry(GC-MS) and diffusion tensor imaging were used to detect serum and urinary metabolomic profiles and whole-brain white matter connectivity,respectively.RESULTS In metabolomic analysis,28 metabolites were identified for good separations between TCM subtypes and healthy controls in serum and urine samples.While both TCM subtypes had similar profiles in proteinogenic branched-chain amino acids and energy metabolism-related metabolites that were differentiated from healthy controls,the LQS subtype additionally differed from healthy controls in multiple amino acid metabolites that are involved in the biosynthesis of monoamine and amino acid neurotransmitters.Several metabolites are differentially associated with the two subtypes.In connectomic analysis,The LQS subtype showed significant differences in multiple network metrics of the angular gyrus,middle occipital gyrus,calcarine sulcus,and Heschl′ s gyrus when compared to the other two groups.The HSD subtype had markedly greater regional connectivity of the insula,parahippocampal gyrus,and posterior cingulate gyrus than the other two groups,and microstructural abnormalities of the frontal medial orbital gyrus and middle temporal pole.The insular betweenness centrality was strongly inversely correlated with the severity of depression and dichotomized the two subtypes at the optimal cutoff value with acceptable sensitivity and specificity.CONCLUSION The LQS subtype may represent an MDD subpopulation mainly characterized by abnormalities in the biosynthesis of monoamine and amino acid neurotransmitters,closer associations with stress-related pathophysiology,and aberrant connectivity of the audiovisual perception-related temporal-occipital network,whereas the HSD subtype is more closely associated with hyperconnectivity and microstructural abnormalities of the limbicparalimbic network.Certain metabolomic and connectomic variables are potential biomarkers for TCM diagnostic subtypes which is perhaps an alternative classification for depressive disorders.展开更多
OBJECTIVE ″-omics″study represents an unbiased perspective to examine the bio-system to discover the novel biomarker(s)which might be overlooked when targeted analysis is performed instead.Urine,due to its ease of c...OBJECTIVE ″-omics″study represents an unbiased perspective to examine the bio-system to discover the novel biomarker(s)which might be overlooked when targeted analysis is performed instead.Urine,due to its ease of collection,minimal invasion involved and rich information of the downstream metabolites,has been extensively studied.Fermentum rubrum(Hongqu,HQ capsules)is a well-known traditional medicine with the claimed slimming effect which could be related to the reduction in the deposition of total cholesterol and glycerides.Lack in sufficient clinical evidence is always one of the leading reasons that hamper traditional medicines from gaining world-wide recognition.In our pursuit of scientific support for HQ capsules in managing obesity,we aim to examine the alteration of urinary metabolites in this small-scale human clinical research.METHODS 6 Chinese subjects were included and exposed to short-term administration of HQ capsules for 3d,twice daily,two capsules each dosing.The urine samples were collected for three days prior to the dosing and on the day following the last dosing.In total,96 urine samples were collected and then separated on hydrophilic interaction chromatography(HILIC)and analyzed by Agilent 6550 ESI-Quadrupoletime-of-flight(QTOF)mass spectrometer.RESULTS Under positive mode,two compounds were found to be present only in post-dosing urine,and one compound was significantly lowered in post-dosing samples.Those two compounds might be associated with the administered HQ capsules,which is formulated with multiherbal constituents.CONCLUSION Further elucidation on the structures of these compounds is needed to enable better understanding of the mechanism of HQ capsules in managing obesity.展开更多
OBJECTIVE Cisplatin is a formidable chemotherapy agent widely applying in antineoplastic treatments,but its side effects often limit the clinical usage.Metabolic disorders are one of the side effects induced by cispla...OBJECTIVE Cisplatin is a formidable chemotherapy agent widely applying in antineoplastic treatments,but its side effects often limit the clinical usage.Metabolic disorders are one of the side effects induced by cisplatin,which closely relate to the onset of chemotherapy-induced anorexia(CIA)in cancer patients but lacks effective controls.Liujunzi decoction(LJZD)is a traditional Chinese formula that has a promising effect in treating CIA.However,whether LJZD ameliorates CIA through adjusting cisplatin-induced metabolic disorders remain unknow.The present study evaluated the mechanism of cisplatin-induced metabolic disorders,and the effect of LJZD in ameliorating these disturbances.METHODS 42 male Sprague-Dawley(SD)rats(180-220 g)were randomly divided into 3 groups:normal control group(distilled water+saline),model group(distilled water+cisplatin),LJZD group(4.8 g·kg^(-1)Liujunzi decoction ingredients+cisplatin).Intragastrical administered each drug twice a day(7∶00-19∶00)since day 0 for 4 d,animals were intraperitoneal injected with cisplatin 6 mg·kg^(-1)1 h after administration while normal control groups were injected with same volume of saline.On day 3,each group was anesthetized with pentobarbital sodium 45 mg·kg^(-1)(ip),and blood samples were collected from aorta abdominalis.Then the samples were analyzed using an LC-ESI-MS/MS system.Significantly regulated metabolites between groups were determined by VIP≥1 and absolute Log2FC(fold change)≥1.Identified metabolites were mapped to Kyoto Encyclopedia of Genes and Genomes(KEGG)pathway database using Metaboanalyst 5.0(https://www.metaboanalyst.ca/).RESULTS A total of 133,77 and 32 differential metabolites were filtrated in control vs model,control vs LJZD and model vs LJZD groups respectively.Comparing to control,the levels of hexadecanoic acid(Log2FC=6.3153),linoleic acid(Log2FC=5.3478),and 8,11-icosadienoic acid(Log2FC=5.2342)significantly increased,and the levels of N-acetyl-L-tyrosine(Log2FC=-2.6283),cinnamic acid(Log2FC=-2.3381),N-acetylphenylalanine(Log2FC=-2.2501)significantly decreased in model group.The KEGG pathway enrichments of these metabolites indicated that,cisplatin-induced metabolic disorders by disturbing metabolism pathways such as linoleic acid metabolism,biosynthesis of unsaturated fatty acids,and phenylalanine metabolism,which suggested that the onset of CIA was partly associated with the metabolic disorders of linoleic acid,unsaturated fatty acids,and phenylalanine.Compared to control,treatment of LJZD significantly increased the levels of 4-hydroxytryptamine(Log2FC=12.0186),hexadecanoic acid(Log2FC=5.7412),linoleic acid(Log2FC=5.1877)and significantly decreased the levels of N-acetylmethionine(Log2FC=-1.7317),2-aminoethanesulfinic acid(Log2FC=-1.6578),N-acetyl-L-tyrosine(Log2FC=-1.5355).And comparing to the model group,4-hydroxytryptamine(Log2FC=12.0186),7,12-diketocholic acid(Log2FC=2.0998),N-acetylneuraminic acid(Log2FC=2.0560)markedly increased,and 3-hydroxy-3-methylpentane-1(Log2FC=-1.9202),5-dioic acid(Log2FC=-1.7166),N-isovaleroylglycine,hexanoyl glycine(Log2FC=-1.4958)markedly decreased in LJZD group.It was worth noting that,there were 23 differential metabolites filtrated both in control vs model and model vs LJZD groups,which were the key metabolites of LJZD in treating CIA.Among these 23 common metabolites,there were 16 metabolites excluding the control vs LJZD group,that was,LJZD had no effect in normal rats while being able to ameliorated cisplatin-induced metabolic disorders by regulating these 16 metabolites.Cisplatin-induced downregulation of 11 metabolites such as hydrocinnamic acid,(±)12(13)epoxy-9Z-octadecenoic acid,cinnamic acid were upregulated after LJZD treatment,and cisplatin-induced upregulation of imidazoleacetic acid,2′-deoxycytidine-5′-monophosphate and other 5 metabolites were downregulated by LJZD.The KEGG pathway analysis indicated that the linoleic acid metabolism,histidine metabolism,and pyrimidine metabolism were the most enriched metabolic pathway.Thus,cisplatin-induced metabolic disturbances mainly by disturbing linoleic acid metabolism,histidine metabolism,and pyrimidine metabolism,and LJZD interacted with these metabolic pathways to reduce metabolic disorders and thus ameliorated CIA.CONCLUSION Cisplatin-induced anorexia was closely related to the metabolic disorders of linoleic acid metabolism,biosynthesis of unsaturated fatty acids,and phenylalanine metabolism.The mechanism of LJZD in ameliorating CIA was in concerned with the metabolic adjustments,relating to the regulation of linoleic acid metabolism,histidine metabolism,and pyrimidine metabolism.展开更多
文摘The anti-hair loss mechanism of Aquilaria sinensis leaf extract(ASE)has been studied by using metabolomics and network pharmacology.Metabolomics was utilized to comprehensively identify the active constituents of ASE,and the network pharmacology was used to elucidate their anti-hair loss mechanism,which was verified by molecular docking technology.572 active compounds were identified from the ASE by metabolomics methods,where there are 1447 corresponding targets and 492 targets related to hair loss,totaling 88 targets.20 core active substances were identified by constructing a network between common targets and active substances,which include vanillic acid,chorionic acid,caffeic acid and apigenin.The five key targets of TNF,TP53,IL6,PPARG,and EGFR were screened out by the PPI network analysis on 88 common targets.The GO and KEGG pathway enrichment analysis showed that the inflammation,hormone balance,cell growth,proliferation,apoptosis,and oxidative stress are involved.Molecular docking studies have confirmed the high binding affinity between core active compounds and key targets.The drug similarity assessment on these core compounds suggested that they have the potential to be used as potential hair loss treatment drugs.This study elucidates the complex molecular mechanism of ASE in treating hair loss,and provides a reference for the future applications in hair care products.
基金The project supported by National Research Foundation of Korea funded by the Korean government(MIST)(NRF-2011-0021055)
文摘OBJECTIVE The strategy and techniques of metabolomics was applied for the pharmacology and molecular mechanism research of Panax notoginseng(PN)in traditional Chinese medicine.METHODS The global metabolic profiles of PN were investigated by the NMR-based metabolomics.The different parts of PN were scanned into metabolic profiles by 1H-NMR.The significant differences of these metabolic profiles were analyzed by PCA,PLS-DA,PLS-R,etc.The pharmacological effects including free radical scavenging activity(FRSA),anti-proliferation to human colorectal cancer cell line(HCT116),xanthine oxidase inhibition,were followed in vitro.Additionally,the molecular mechanism of xanthine degrading process by PN was attempted by 1H-NMR.RESULTS The NMR-based metabolic profiles of different parts(upper part of root,middle part of root,lower part of root,hairy root,leaf and stem)of PN presented significant differences by multivariate statistical analysis.The hairy root and leaf revealed highest anti-proliferative effect to HCT116;the leaf and stem of PN showed highest level of FRSA;the leaf,stem,hairy root effected the xanthine degrading 1 metabolic pathway.And the H-NMR based molecular mechanism experiment showed that the xanthine metabolic pathway degraded by PN depended on the direct inhibition to xanthine.CONCLUSION The metabolomics strategy provided complementary chemical profiling to medicinal herbs,which accelerated the development of pharmacology and mechanism of action in traditional medicine.The subsidiary parts of PN,as leaf,stem and hairy root,have the potential to develop new drugs in curing cancer,inflammation and gout.
文摘OBJECTIVE To explore the pathogenesis of depression according to the LC-MS/MS-based metabolomics in the mouse model which exhibits social avoidance state induced by the chronic social defeat stress model(CSDS).METHODS Twenty male C57BL/6N mice were randomly divided into control group and model group suffering CSDS,and the ICR retired breeder mice were used to attack the model group for 14 d of chronic social defeated stress.The open field test and source preference test were both used to observe depression-like behavior.Besides,the social interaction test is used to observe the social interaction state,especially.After the stress,the serum samples of mice were collected,and the changes of endogenous metabolites were analyzed by LC-MS metabolomics technology,and the pathway analysis of the differential metabolites was performed to explore the pathogenesis of the CSDS induced depressive-like mouse model.RESULTS After the stress of CSDS was completed,the mice in the model group showed a significant slowdown in body weight growth,a reduction in the source preference rate,and a significant reduction in the total distance and the number of rearing in the open field test.Distinctively,the social interaction rate is remarkably decreasing.There are 24 differential metabolites found in the serum of CSDS model mice.CONCLUSION The mouse who suffered CSDS stress would show depressive-like behavior.Based on the LC-MS/MS metabolomics,24 differential metabolites were found in the serum of CSDS model mice.The amino acid metabolism might be significant to the pathogenesis of the CSDS induced depressive-like mouse model.
文摘Exosomes,ubiquitously present in body fluids,serve as non-invasive biomarkers for disease diagnosis,monitoring,and treatment.As intercellular messengers,exosomes encapsulate a rich array of proteins,nucleic acids,and metabolites,although most studies have primarily focused on proteins and RNA.Recently,exosome metabolomics has demonstrated clinical value and potential advantages in disease detection and pathophysiology,despite significant challenges,particularly in exosome isolation and metabolite detection.This review discusses the significant technical challenges in exosome isolation and metabolite detection,highlighting the advancements in these areas that support the clinical application of exosome metabolomics,and illustrates the potential of exosomal metabolites from various body fluids as biomarkers for early disease diagnosis and treatment.
文摘In this study,thyme essential oil(TEO)nanoemulsion(tPTNs)was constructed with transglutaminase(TGase)-modified potato protein,and its antibacterial activity and mechanism of action were evaluated and explored.Results indicated that tPTNs exhibited great antibacterial activity against both Staphylococcus aureus and Escherichia coli,with minimal inhibitory concentration(MIC)and minimum bactericidal concentration(MBC)of 2.5 and 5.0 mg/mL,respectively.Also,the antibacterial effects of tPTNs were concentration-dependent.We observed a significant decrease in the absolute value of the zeta potential,and significant increases in particle size,cell membrane hydrophobicity,conductivity,the release of metal ions,and the leakage of nucleic acid as the concentration of tPTNs increased from 0 mg/mL to MBC.Furthermore,sodium dodecyl sulphate-polyacrylamide gel electrophoresis(SDS-PAGE)demonstrated that protein synthesis was inhibited or even disrupted.Analysis by liquid chromatography-mass spectrometry(LC-MS)indicated that treatment with tPTNs caused significant changes in bacterial metabolites,1117 and 692 differential metabolites being found for S.aureus and E.coli,respectively.The differential metabolites were involved in nucleotide metabolism,amino acid metabolism,tricarboxylic acid cycle and other metabolic pathways.These findings provide valuable insights for the application of thyme essential oil as an efficient antibacterial agent and for the understanding of its mechanism of action.
基金supported by the Natural Science Foundation of Hunan Province (2022JJ30987)the Key Research and Development Project of Hunan Province (2024JK2107),China。
文摘Objective:The incidence and mortality of colorectal carcinoma(CRC)continue to rise globally,highlighting the need to identify modifiable risk factors for early detection and prevention.Previous studies have demonstrated significant associations between CRC risk and various serum metabolites as well as inflammatory cytokines;however,due to limitations in study design and potential confounding factors,the causal relationships remain unclear.This study aims to investigate the causal relationships between inflammatory cytokines,serum metabolites,and CRC risk,providing a theoretical basis for the development of novel early diagnostic biomarkers and therapeutic targets.Methods:A two-sample Mendelian randomization(MR)design was applied using summary statistics from genome-wide association studies(GWAS).Instrumental variables(IVs)were derived from:1)metabolomics GWAS data of 1400 serum metabolites(n=8299);2)cytokine GWAS data of 91 inflammatory factors(n=14824);and 3)CRC risk data from the FinnGen consortium(6847 cases and 314193 controls).The primary analysis was conducted using the inverse-variance weighted(IVW)method,with sensitivity analyses performed using MR Egger regression and the weighted median method.Effect estimates including odds ratios(OR),95%confidence intervals(CI),and false discovery rates(FDR)were calculated.Results:MR analysis indicated that higher levels of axin-1(AXIN1)(OR=0.84195%CI 0.714 to 0.991)and Fms-related tyrosine kinase 3 ligand(Flt3L)(OR=0.916,95%CI 0.844 to 0.994)were associated with a reduced risk of CRC.In contrast,higher levels of Delta/Notchlike epidermal growth factor-related receptor(DNER)(OR=1.119,95%CI 1.009 to 1.241)and vascular endothelial growth factor A(VEGF-A)(OR=1.078,95%CI 1.011 to 1.150)were associated with an increased risk of CRC(all P<0.05).Metabolomics association analysis further identified 144 serum metabolites significantly correlated with these four key inflammatory cytokines(FDR<0.05),suggesting that they may regulate CRC risk through inflammatory pathways.Conclusion:Specific inflammatory cytokines and serum metabolites have causal relationships with the risk of CRC.These findings provide insights for further exploration of potential risk factors and the development of effective prevention strategies for CRC.
文摘Recent fast advance in biomedical research at the“omic”levels has led to an explosion of big data for the understanding the molecular makeup of diseases,which have revealed the intimate unmatched relationships between the genomic variabilities and the current organ-or system-based definition and classification of disease in Western medi⁃cine.The major challenges in the effort to establish and develop precision medicine are how diseases should be defined and classified in an integrated systemic or omic scale and also on an individualized basis.The phenomics approach to the understanding of diseases will allow the transition from focused phenotype/genotype studies to a systemic largescale phenome and genome,proteome,metabolome approach and the identification of a systemically integrated setof biomarkers for diagnosis and prognosis of disease phenome(or Zhenghou).Phenome-wide associated study(PheWAS)may soon lead the field of medical research and provide insightful and novel clues for redefinition of the disease phenome and its clinical classifications and personalized treatment and ultimately precision medicine.Pharma⁃cophenomics is to characterize the phenomes of drug response and also to identify the corresponding therapeutic targets at the level of systems biology.As a complement of pharmacogenomics/proteomics/metabolomics,pharmacoph⁃enomics offers a suite of new technologies and platforms for the transition from focused phenotype-genotype study to a systematic phenome-genome approach and refine drug research with systematically-defined drug response and thera⁃peutic targets.Therefore,pharmacophenomics will provide a new paradigm for the study of drug response including effects and toxicities at the level of systems biology and will identify the corresponding therapeutic targets and principles for combination treatment and prevention of disease using Fangji or Fufang that takes into account individual variability in genes,environment,and lifestyle for each person.
文摘Aim Renal interstitial fibrosis （RIF） is a common final pathological process in the progression of kid- hey disease. To investigate the pathogenesis of RIF and offer invaluable instructions for diagnosis and therapy treat- 1 ment of RIF. Method： H NMR based-metabolomics study on targeted kidney tissue of RIF rats induced by uni- lateral ureteral obstruction was conducted combined with multivariate data analysis to characterize the alteration of endogenous metabolites and elucidate the molecular mechanism of RIF. Results The combination of a variety of statistical methods was used to screen out 14 potential significantly changed metabolites, including increased levels of lactate, methionine, aspartate, allantoin, uracil, 3-HB and decreased levels of TMAO, leucine, valine, lysine, adenosine, adenine, tyrosine and phenylalanine in the left kidney of UUO rats, compared with SO rats. To gain ad- ditional insight about the relationship between metabolites, they were mapped to KEGG IDs and built compound network by Metscape reflecting the complex pathology and providing evidence for the involvement of such processes as altered amino acid metabolism, adenine metabolism, energy metabolism, osmolyte change and induced oxidative stress. In addition, we have explored the morphology and size, calculated the degree of fibrosis based on altered differential metabolites, and speculated the probable causes of moderate RIF of contralateral kidneys to help to un- derstand the disease, which was also supported by serum biochemistry and kidney histopathology results. In addi- tion, the correlation analysis of the pathological parameters （ clinical chemistry, histological and immunohistochem- istry results） with the significantly changed differential metabolites responsible for the cluster （different groups） was also performed. Conclusion Our work shows that target tissue metabolomics analysis can be used as a power-ful tool to gain a better understanding of the mechanism of the disease and provide a novel insight in the pathogene- sis of RIF.
文摘OBJECTIVE Pulmonary arterial hypertension(PAH)is a malignant pulmonary vascular disease lacking efficacy therapeutics.Therefore,it urgently needs to develop safe and effective drugs for PAH treatment.Osthole derived from Cnidium monnieri(L.)Cusson(Shechuangzi)or Angelica pubescens Maxim(Duhuo)has the capacity to alleviate PAH by decreasing pulmonary arterial pressure and alleviating pulmonary vascular remodeling in rats,which is a candidate drug for the prevention of PAH,but the underlying modulatory mechanism is still unclear.Our study aims at investigating the metabolic modulatory mechanism of osthole against PAH employing functional metabolomics strategy.METHODS PAH model rats were successfully established with MCT,following osthole administration,then functional metabolomics based on untargeted metabolomics assay,targeted lipidomics analysis,qRT-PCR,Western blotting and ELISA were performed to investigate the modulatory mechanism of osthole against pulmonary arterial pressure and pulmonary vascular remodeling in PAH.RESULTS Untargeted metabolomics results found that sphingosine 1-phosphate(S1P)was the differential metabolites characterized PAH and reversed by osthole treatment.S1P is a crucial sphingolipid metabolite catalyzed by sphingosine kinases1(Sphk1)and functions as promoting PASMCs proliferation contributing to pulmonary vascular remodeling and pulmonary arterial pressure increase.We revealed that osthole reversed high level of S1P by modulating metabolic enzyme Sphk1 via inactivating microRNA-21-PI3K/Akt/mTOR signal pathway to decrease pulmonary arterial pressure in rats with PAH.Then,targeted phospholipid metabolomics results uncovered that decadienyl-L-carnitine(C10:2)was the differential metabolite characterized PAH and corrected by osthole treatment in rat with PAH.C10:2 is the intermediate metabolite of fatty acid oxidation(FAO),and C10:2 accumulation indicated mitochondrial dysfunction and FAO increase.CONCLUSION Osthole could block lipid metabolic reprogramming through functional modulating the expression of fatty acid translocase,fatty acid synthase,phospholipase A2,carnitine palmitoyltransferase 1A to inhibit C10:2,thus to improve mitochondrial dysfunction and inhibit utilizing lipid to biosynthesize necessary essence for pulmonary artery smooth muscle cells(PASMCs)proliferation.Moreover,we delineated that C10:2 and metabolic reprogramming enzymes were modulated by miRNA-22-3p which was involved in PASMCs proliferation and pulmonary vascular remodeling.Therefore,osthole inhibited miRNA-22-3p mediated lipid metabolic reprogramming to ameliorate pulmonary vascular remodeling.
基金Supported by the National Natural Science Foundation of China(31101784)Funds for Young Researchers from Northeast Agricultural University(14QC43)。
文摘The major objective of this study was to determine the effect of corn straw or mixed diet on the small molecule metabolites of liver and milk production of healthy Chinese Holstein cows during lactation.In this study,metabolomic methods based on ultra performance liquid chromatography-mass spectrometry(LC-MS)were used to study the liver metabolites of dairy cows fed on corn straw diet or mixed diet.Ten healthy Chinese Holstein cows were randomly assigned to two groups,under the same management condition,fed different diets respectively,corn straw group(CS)or a mixture of alfalfa hay and Chinese wild rye hay mixed forage group(MF).All the cows were fed for 8 weeks and recorded body weight,dry matter intake,body condition score,fat,protein,lactose,milk yield and the total solids.Livers were sampled from each cow through a liver puncture needle for analysis of a significant difference in small molecule metabolites in cow liver samples from the two different diets.The results suggested that different diet types had significant effects on liver metabolism and milk components in dairy cows.The contents of milk fat,the total solids,milk protein,lactose,dry matter intake(DMI),milk yield,milk protein(%),lactose(%)and milk fat(%)of the corn straw group were significantly lower than those of the mixed forage group(p<0.05);the contents of phosphatidylcholine(PC),histidine,hypoxanthine and mridine in liver tissues of the corn straw group were significantly lower than those in the mixed forage group(p<0.05);acetylcarnitine,uric acid,triacylglycerol(TG),acetal phosphatidylcholine(plasmenyl-PC),acetalphosphatidylethanolamine(plasmenyl-PE)and sphingomyelin(SM)of the corn straw group were significantly higher than those in the mixed forage group(p<0.05).In summary,cows fed on mixed forage diet significantly improved milk yield and lactation performance clearly.
文摘Countless studies have been devoted to the scientific evaluation of the safety and/or efficacy of botanical natural products.Investigators involved in such studies face a unique set of challenges.Natural products differ from their pharmaceutical counterparts in that they are typically complex mixtures,for which the identities and quantities of components present are not known.To further complicate matters,the composition of these mixtures will vary depending on source material and method of preparation.Investigators conducting clinical trials with complex botanical natural products must choose from a myriad of potential preparations,which may vary greatly in composition.In making such decisions,it is extremely useful to know which components of the mixture are most likely to be responsible for its purported biological activity(the"active constituents").The gold standard approach for identifying active constituents of botanical natural products is bioassay-guided fractionation,in which the mixture is subjected to successive rounds of purification and bioassays until an active compound is identified.Bioassay guided fractionation has historically played a critical role in drug discovery,but is,nonetheless,fraught with challenges.The process is biased towards the most abundant and easily isolatable mixture components,which may not be the most biologically active.Furthermore,if multiple compounds contribute either additively,antagonistically,or synergistically to the observed biological activity of the mixture,activity may be lost upon isolation.As a complementary strategy to bioassay-guided fractionation,our research group has developed untargeted metabolomics strategies to aid in the identification of bioactive mixture components.These strategies involve profiling botanical mixtures using ultraperformance chromatography coupled to high resolving power mass spectrometry.The resulting chemical data is then integrated with biological assay data using biochemometric data analysis strategies.Several case studies will be presented illustrating how this approach can be applied,including for the identification of compounds from the botanical green(Camellia sinensis)that inhibit drug metabolizing enzymes.Such studies are being conducted as part of the Center for Excellence in Natural Product Drug Interaction Studies(Na PDI),which is supported by a cooperative agreement with the National Center for Complementary and Integrative Health,a component of the National Institutes of Health.
基金National Natural Science Foundation of China(81403502)General Research Fund ofResearch Grants Council of Hong Kong (17124418).
文摘OBJECTIVE Major depressive disorder(MDD) is a highly heterogeneous mental illness.Further classification may help characterize its heterogeneity.The purpose of this study was to examine metabolomic and brain connectomic associations with traditional Chinese medicine(TCM) diagnostic classification of MDD.METHODS Fifty unmedicated depressed patients were classified into Liver Qi Stagnation(LQS,n=30) and Heart and Spleen Deficiency(HSD,n=20) subtypes according to TCM diagnosis.Healthy volunteers(n=28) were included as controls.Gas chromatography-mass spectrometry(GC-MS) and diffusion tensor imaging were used to detect serum and urinary metabolomic profiles and whole-brain white matter connectivity,respectively.RESULTS In metabolomic analysis,28 metabolites were identified for good separations between TCM subtypes and healthy controls in serum and urine samples.While both TCM subtypes had similar profiles in proteinogenic branched-chain amino acids and energy metabolism-related metabolites that were differentiated from healthy controls,the LQS subtype additionally differed from healthy controls in multiple amino acid metabolites that are involved in the biosynthesis of monoamine and amino acid neurotransmitters.Several metabolites are differentially associated with the two subtypes.In connectomic analysis,The LQS subtype showed significant differences in multiple network metrics of the angular gyrus,middle occipital gyrus,calcarine sulcus,and Heschl′ s gyrus when compared to the other two groups.The HSD subtype had markedly greater regional connectivity of the insula,parahippocampal gyrus,and posterior cingulate gyrus than the other two groups,and microstructural abnormalities of the frontal medial orbital gyrus and middle temporal pole.The insular betweenness centrality was strongly inversely correlated with the severity of depression and dichotomized the two subtypes at the optimal cutoff value with acceptable sensitivity and specificity.CONCLUSION The LQS subtype may represent an MDD subpopulation mainly characterized by abnormalities in the biosynthesis of monoamine and amino acid neurotransmitters,closer associations with stress-related pathophysiology,and aberrant connectivity of the audiovisual perception-related temporal-occipital network,whereas the HSD subtype is more closely associated with hyperconnectivity and microstructural abnormalities of the limbicparalimbic network.Certain metabolomic and connectomic variables are potential biomarkers for TCM diagnostic subtypes which is perhaps an alternative classification for depressive disorders.
基金The project supported by Temasek Polytechnic DRP project grant
文摘OBJECTIVE ″-omics″study represents an unbiased perspective to examine the bio-system to discover the novel biomarker(s)which might be overlooked when targeted analysis is performed instead.Urine,due to its ease of collection,minimal invasion involved and rich information of the downstream metabolites,has been extensively studied.Fermentum rubrum(Hongqu,HQ capsules)is a well-known traditional medicine with the claimed slimming effect which could be related to the reduction in the deposition of total cholesterol and glycerides.Lack in sufficient clinical evidence is always one of the leading reasons that hamper traditional medicines from gaining world-wide recognition.In our pursuit of scientific support for HQ capsules in managing obesity,we aim to examine the alteration of urinary metabolites in this small-scale human clinical research.METHODS 6 Chinese subjects were included and exposed to short-term administration of HQ capsules for 3d,twice daily,two capsules each dosing.The urine samples were collected for three days prior to the dosing and on the day following the last dosing.In total,96 urine samples were collected and then separated on hydrophilic interaction chromatography(HILIC)and analyzed by Agilent 6550 ESI-Quadrupoletime-of-flight(QTOF)mass spectrometer.RESULTS Under positive mode,two compounds were found to be present only in post-dosing urine,and one compound was significantly lowered in post-dosing samples.Those two compounds might be associated with the administered HQ capsules,which is formulated with multiherbal constituents.CONCLUSION Further elucidation on the structures of these compounds is needed to enable better understanding of the mechanism of HQ capsules in managing obesity.
基金National Natural Science Foundation of China(82174143)and Scientific Research Foundation of Guangdong Pharmaceutical University(51348136)。
文摘OBJECTIVE Cisplatin is a formidable chemotherapy agent widely applying in antineoplastic treatments,but its side effects often limit the clinical usage.Metabolic disorders are one of the side effects induced by cisplatin,which closely relate to the onset of chemotherapy-induced anorexia(CIA)in cancer patients but lacks effective controls.Liujunzi decoction(LJZD)is a traditional Chinese formula that has a promising effect in treating CIA.However,whether LJZD ameliorates CIA through adjusting cisplatin-induced metabolic disorders remain unknow.The present study evaluated the mechanism of cisplatin-induced metabolic disorders,and the effect of LJZD in ameliorating these disturbances.METHODS 42 male Sprague-Dawley(SD)rats(180-220 g)were randomly divided into 3 groups:normal control group(distilled water+saline),model group(distilled water+cisplatin),LJZD group(4.8 g·kg^(-1)Liujunzi decoction ingredients+cisplatin).Intragastrical administered each drug twice a day(7∶00-19∶00)since day 0 for 4 d,animals were intraperitoneal injected with cisplatin 6 mg·kg^(-1)1 h after administration while normal control groups were injected with same volume of saline.On day 3,each group was anesthetized with pentobarbital sodium 45 mg·kg^(-1)(ip),and blood samples were collected from aorta abdominalis.Then the samples were analyzed using an LC-ESI-MS/MS system.Significantly regulated metabolites between groups were determined by VIP≥1 and absolute Log2FC(fold change)≥1.Identified metabolites were mapped to Kyoto Encyclopedia of Genes and Genomes(KEGG)pathway database using Metaboanalyst 5.0(https://www.metaboanalyst.ca/).RESULTS A total of 133,77 and 32 differential metabolites were filtrated in control vs model,control vs LJZD and model vs LJZD groups respectively.Comparing to control,the levels of hexadecanoic acid(Log2FC=6.3153),linoleic acid(Log2FC=5.3478),and 8,11-icosadienoic acid(Log2FC=5.2342)significantly increased,and the levels of N-acetyl-L-tyrosine(Log2FC=-2.6283),cinnamic acid(Log2FC=-2.3381),N-acetylphenylalanine(Log2FC=-2.2501)significantly decreased in model group.The KEGG pathway enrichments of these metabolites indicated that,cisplatin-induced metabolic disorders by disturbing metabolism pathways such as linoleic acid metabolism,biosynthesis of unsaturated fatty acids,and phenylalanine metabolism,which suggested that the onset of CIA was partly associated with the metabolic disorders of linoleic acid,unsaturated fatty acids,and phenylalanine.Compared to control,treatment of LJZD significantly increased the levels of 4-hydroxytryptamine(Log2FC=12.0186),hexadecanoic acid(Log2FC=5.7412),linoleic acid(Log2FC=5.1877)and significantly decreased the levels of N-acetylmethionine(Log2FC=-1.7317),2-aminoethanesulfinic acid(Log2FC=-1.6578),N-acetyl-L-tyrosine(Log2FC=-1.5355).And comparing to the model group,4-hydroxytryptamine(Log2FC=12.0186),7,12-diketocholic acid(Log2FC=2.0998),N-acetylneuraminic acid(Log2FC=2.0560)markedly increased,and 3-hydroxy-3-methylpentane-1(Log2FC=-1.9202),5-dioic acid(Log2FC=-1.7166),N-isovaleroylglycine,hexanoyl glycine(Log2FC=-1.4958)markedly decreased in LJZD group.It was worth noting that,there were 23 differential metabolites filtrated both in control vs model and model vs LJZD groups,which were the key metabolites of LJZD in treating CIA.Among these 23 common metabolites,there were 16 metabolites excluding the control vs LJZD group,that was,LJZD had no effect in normal rats while being able to ameliorated cisplatin-induced metabolic disorders by regulating these 16 metabolites.Cisplatin-induced downregulation of 11 metabolites such as hydrocinnamic acid,(±)12(13)epoxy-9Z-octadecenoic acid,cinnamic acid were upregulated after LJZD treatment,and cisplatin-induced upregulation of imidazoleacetic acid,2′-deoxycytidine-5′-monophosphate and other 5 metabolites were downregulated by LJZD.The KEGG pathway analysis indicated that the linoleic acid metabolism,histidine metabolism,and pyrimidine metabolism were the most enriched metabolic pathway.Thus,cisplatin-induced metabolic disturbances mainly by disturbing linoleic acid metabolism,histidine metabolism,and pyrimidine metabolism,and LJZD interacted with these metabolic pathways to reduce metabolic disorders and thus ameliorated CIA.CONCLUSION Cisplatin-induced anorexia was closely related to the metabolic disorders of linoleic acid metabolism,biosynthesis of unsaturated fatty acids,and phenylalanine metabolism.The mechanism of LJZD in ameliorating CIA was in concerned with the metabolic adjustments,relating to the regulation of linoleic acid metabolism,histidine metabolism,and pyrimidine metabolism.
