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Comment on“Integration of deep neural network modeling and LC-MS-based pseudo-targeted metabolomics as a practical strategy to differentiate ginseng species”
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作者 Li Ping 《Journal of Pharmaceutical Analysis》 2025年第2期289-290,共2页
Traditional Chinese medicine(TCM),especially the plant-based,represents complex chemical system containing various primary and secondary metabolites.These botanical metabolites are structurally diversified and exhibit... Traditional Chinese medicine(TCM),especially the plant-based,represents complex chemical system containing various primary and secondary metabolites.These botanical metabolites are structurally diversified and exhibit significant difference in the acidity,alkalinity,molecular weight,polarity,and content,etc,which thus poses great challenges in assessing the quality of TCM[1]. 展开更多
关键词 chemical system pseudo targeted metabolomics assessing quality LC MS traditional chinese medicine tcm especially primary secondary metabolitesthese ginseng species differentiation deep neural network
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Targeted metabolomics reveals the aberrant energy status in diabetic peripheral neuropathy and the neuroprotective mechanism of traditional Chinese medicine JinMaiTong 被引量:4
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作者 Bingjia Zhao Qian Zhang +3 位作者 Yiqian He Weifang Cao Wei Song Xiaochun Liang 《Journal of Pharmaceutical Analysis》 SCIE CAS CSCD 2024年第2期225-243,共19页
Diabetic peripheral neuropathy (DPN) is a common and devastating complication of diabetes, for which effective therapies are currently lacking. Disturbed energy status plays a crucial role in DPN pathogenesis. However... Diabetic peripheral neuropathy (DPN) is a common and devastating complication of diabetes, for which effective therapies are currently lacking. Disturbed energy status plays a crucial role in DPN pathogenesis. However, the integrated profile of energy metabolism, especially the central carbohydrate metabolism, remains unclear in DPN. Here, we developed a metabolomics approach by targeting 56 metabolites using high-performance ion chromatography-tandem mass spectrometry (HPIC-MS/MS) to illustrate the integrative characteristics of central carbohydrate metabolism in patients with DPN and streptozotocin-induced DPN rats. Furthermore, JinMaiTong (JMT), a traditional Chinese medicine (TCM) formula, was found to be effective for DPN, improving the peripheral neurological function and alleviating the neuropathology of DPN rats even after demyelination and axonal degeneration. JMT ameliorated DPN by regulating the aberrant energy balance and mitochondrial functions, including excessive glycolysis restoration, tricarboxylic acid cycle improvement, and increased adenosine triphosphate (ATP) generation. Bioenergetic profile was aberrant in cultured rat Schwann cells under high-glucose conditions, which was remarkably corrected by JMT treatment. In-vivo and in-vitro studies revealed that these effects of JMT were mainly attributed to the activation of adenosine monophosphate (AMP)-activated protein kinase (AMPK) and downstream peroxisome proliferator-activated receptor gamma coactivator 1-alpha (PGC-1α). Our results expand the therapeutic framework for DPN and suggest the integrative modulation of energy metabolism using TCMs, such as JMT, as an effective strategy for its treatment. 展开更多
关键词 Diabetic peripheral neuropathy JinMaiTong Energy metabolism targeted metabolomics Adenosine monophosphate-activated protein kinase
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Targeted metabolomics study of fatty-acid metabolism in lean metabolic-associated fatty liver disease patients
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作者 Pei-Qi Sun Yi-Fu Yuan +4 位作者 Qin Cao Xiao-Yan Chen Yuan-Ye Jiang Wen-Min Dong Li-Li Guo 《World Journal of Gastroenterology》 SCIE CAS 2024年第27期3290-3303,共14页
BACKGROUND The annual incidence of metabolic-associated fatty liver disease(MAFLD)in China has been increasing and is often overlooked owing to its insidious charac-teristics.Approximately 50%of the patients have a no... BACKGROUND The annual incidence of metabolic-associated fatty liver disease(MAFLD)in China has been increasing and is often overlooked owing to its insidious charac-teristics.Approximately 50%of the patients have a normal weight or are not obese.They are said to have lean-type MAFLD,and few studies of such patients are available.Because MAFLD is associated with abnormal lipid metabolism,lipid-targeted metabolomics was used in this study to provide experimental evidence for early diagnosis and pathogenesis.MAFLD and analyze metabolic pathways.UPLC-Q-Orbitrap/MS content determination was used to determine serum palmitic acid(PA),oleic acid(OA),linoleic acid(LA),and arachidonic acid(AA)levels in lean-type MAFLD patients.RESULTS Urea nitrogen and uric acid levels were higher in lean-type MAFLD patients than in healthy individuals(P<0.05).Alanine transaminase and cholinesterase levels were higher in lean-type MAFLD patients than in healthy indi-viduals(P<0.01).The expression of high-density lipoprotein and apolipoprotein A-1 were lower in lean-type MAFLD patients than in healthy individuals(P<0.05)and the expression of triglycerides and fasting blood glucose were increased(P<0.01).A total of 65 biomarkers that affected the synthesis and metabolism of fatty acids were found with P<0.05 and variable importance in projection>1.The levels of PA,OA,LA,and AA were significantly increased compared with healthy individuals.CONCLUSION The metabolic profiles of lean-type MAFLD patients and healthy participants differed significantly,yielding 65 identified biomarkers.PA,OA,LA,and AA exhibited the most significant changes,offering valuable clinical guidance for prevention and treatment of lean-type MAFLD. 展开更多
关键词 Lean-type metabolic-associated fatty liver disease targeted serum metabolomics Fatty acids Principal component analysis Orthogonal partial least squares-discriminant analysis
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Targeted metabolomics of sulfated bile acids in urine for the diagnosis and grading of intrahepatic cholestasis of pregnancy 被引量:10
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作者 Yuchao Li Xiaoqing Zhang +4 位作者 Jianbo Chen Chengya Feng Yifan He Yong Shao Min Ding 《Genes & Diseases》 SCIE 2018年第4期358-366,共9页
Intrahepatic cholestasis of pregnancy(ICP)is related to cholestatic disorder in pregnancy.Total urinary sulfated bile acids(SBAs)were found increased in ICP.We distinguished the metabolic profiling of urinary SBAs in ... Intrahepatic cholestasis of pregnancy(ICP)is related to cholestatic disorder in pregnancy.Total urinary sulfated bile acids(SBAs)were found increased in ICP.We distinguished the metabolic profiling of urinary SBAs in ICP to find potential biomarkers for the diagnosis and grading of ICP.The targeted metabolomics based on high-performance liquid chromatography-tandem mass spectrometry(HPLC-MS/MS)was used to analyze urinary SBAs profiling in mild and severe ICP cases,as well as healthy controls.16 kinds of urinary SBAs were determined by HPLC-MS/MS.Sulfated dihydroxy glycine bile acid(di-GBA-S),glycine cholic acid 3-sulfate(GCA-3S),sulfated dihydroxy taurine bile acid(di-TBA-S)and taurine cholic acid 3-sulfate(TCA-3S)increased significantly in ICP group compared with the control group.Seven kinds of SBAs were significantly different(p<0.05)between the ICP group and the control group,with the variable importance in the projection(VIP)value more than one by the orthogonal partial least squares discriminant analysis(OPLS-DA).GCA-3S was well-suited to be used as the biomarker for the diagnosis of ICP with the sensitivity of 100%and specificity of 95.5%.A multi-variable logistic regression containing GCA-3S and di-GBA-S-1 was constructed to distinguish severe ICP from mild ICP,with the sensitivity of 94.4%and specificity of 100%.The developed HPLC-MS/MS method is suitable for the measurement of urinary SBAs profiling.Moreover,the urinary SBAs in the metabolomic profiling have the potential to be used as non-intrusive biomarkers for the diagnosis and grading of ICP. 展开更多
关键词 BIOMARKER HPLC-MS/MS Intrahepatic cholestasis of pregnancy Sulfated bile acids targeted metabolomics URINE
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Effects of antibiotic antitumor drugs on nucleotide levels in cultured tumor cells:an exploratory method to distinguish the mechanisms of antitumor drug action based on targeted metabolomics
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作者 Fang Wang Xi Liu +2 位作者 Cuichai Liu Zheng Liu Lixin Sun 《Acta Pharmaceutica Sinica B》 SCIE CAS CSCD 2015年第3期223-230,共8页
Nucleotide pools in mammalian cells change due to the influence of antitumor drugs,which may help in evaluating the drug effect and understanding the mechanism of drug action.In this study,an ion-pair RP-HPLC method w... Nucleotide pools in mammalian cells change due to the influence of antitumor drugs,which may help in evaluating the drug effect and understanding the mechanism of drug action.In this study,an ion-pair RP-HPLC method was used for a simple,sensitive and simultaneous determination of the levels of 12 nucleotides in mammalian cells treated with antibiotic antitumor drugs(daunorubicin,epirubicin and dactinomycin D).Through the use of this targeted metabolomics approach to find potential biomarkers,UTP and ATP were verified to be the most appropriate biomarkers.Moreover,a holistic statistical approach was put forward to develop a model which could distinguish 4 categories of drugs with different mechanisms of action.This model can be further validated by evaluating drugs with different mechanismsof action.This targeted metabolomics study may provide a novel approach to predict the mechanism of action of antitumor drugs. 展开更多
关键词 NUCLEOTIDES targeted metabolomics analysis Tumor cells Potential biomarkers Mechanisms of antitumor drug action
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Slowly digestible starch impairs growth performance of broiler chickens offered low-protein diet supplemental higher amino acid densities by inhibiting the utilization of intestinal amino acid 被引量:1
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作者 Caiwei Luo Yao Yu +1 位作者 Gang Meng Jianmin Yuan 《Journal of Animal Science and Biotechnology》 2025年第3期1207-1223,共17页
Background The synchronized absorption of amino acids(AAs)and glucose in the gut is crucial for effective AA utilization and protein synthesis in the body.The study investigated how the starch digestion rate and AA le... Background The synchronized absorption of amino acids(AAs)and glucose in the gut is crucial for effective AA utilization and protein synthesis in the body.The study investigated how the starch digestion rate and AA levels impact intestinal AA digestion,transport and metabolism,breast muscle protein metabolism,and growth in grower broilers.A total of 72021-day-old healthy male Arbor Acres Plus broilers were randomly assigned to 12 treatments,each with 6 replicates of 10 birds.The treatments comprised 3 different starch[corn:control,cassava:rapidly digestible starch(RDS),and pea:slowly digestible starch(SDS)]with 4 different AA levels[based on standardized ileal digestible lysine(SID Lys),0.92%,1.02%(as the standard),1.12%and 1.22%].Results An interaction between dietary starch sources and SID Lys levels significantly affected breast muscle yield(P=0.033).RDS and SDS diets,or SID Lys levels of 0.92%,1.02%,or 1.22%,significantly decreased the breast muscle yield of broilers in contrast to the corn starch diet with 1.12%SID Lys(P=0.033).The SID Lys levels of 1.12%and 1.22%markedly improved body weight(BW),body weight gain(BWG)from 22 to 42 days of age,and mRNA expression of y^(+)LAT1 and mTOR while reducing feed intake(FI)and feed/gain ratio(F/G)compared to the 0.92%SID Lys level(P<0.05).The SDS diet significantly decreased BW and BWG of broilers from 22 to 42 days of age,distal ileal starch digestibility,jejunal amylase and chymotrypsin activities,and mRNA expression of GLUT2 and y^(+)LAT1 compared to the corn starch diet(P<0.05).The RDS diet suppressed the breast muscle mass by down-regulating expression of mTOR,S6K1,and eIF4E and up-regulating expression of MuRF,CathepsinB,Atrogin-1,and M-calpain compared to the corn starch diet(P<0.05).Targeted metabolomics analysis revealed that the SDS diet significantly increased acetyl-CoA andα-ketoglutaric acid levels in the tricarboxylic acid(TCA)cycle(P<0.05)but decreased the ileal digestibility of Lys,Tyr,Leu,Asp,Ser,Gly,Pro,Arg,Ile,and Val compared to the corn starch group(P<0.05).Conclusion The SDS diet impaired broiler growth by reducing intestinal starch digestibility,which inhibited intestinal AA and glucose absorption and utilization,increased AA oxidation for energy supply,and lowered the efficiency of protein synthesis.Although the RDS diet resulted in growth performance similar to the corn starch diet,it reduced breast muscle mass by inhibiting protein synthesis and promoting degradation. 展开更多
关键词 Amino acid oxidation BROILER INTESTINE STARCH targeted metabolomics
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Metabolome trajectories in male and female athletes
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作者 Harald Schoeny Bruno Stelzer +4 位作者 Theresa Hofbauer Florian Reisenbauer Yasin El Abiead Jürgen Scharhag Gunda Koellensperger 《Journal of Sport and Health Science》 2025年第5期87-101,共15页
Background:Integrating metabolomics in sports science provides valuable insights into the biochemistry of bodies during physical activity.However,due to their invasiveness,traditional blood sampling methods present ch... Background:Integrating metabolomics in sports science provides valuable insights into the biochemistry of bodies during physical activity.However,due to their invasiveness,traditional blood sampling methods present challenges in sports settings.The study investigated sex-specific metabolic responses,addressing a significant gap in exercise research,where female participation remains underrepresented.Methods:To address this,we explored volumetrically accurate microsampling as a dried blood spot(DBS)technique for assessing metabolomic changes in response to acute exercise in more than 130 participants.This study employed a targeted quantitative approach using isotopically labeled internal standards to measure over 100 metabolites with DBS,providing accurate and traceable results.An accuracy assessment using standard reference material and stability testing over 90 days further evaluated the suitability of DBS for sports metabolomics.Results:Our findings confirm that DBS offers a valid approach to capture metabolic changes during exercise,with 11 compounds within the confidence interval of the reference material and 59 compounds overlapping with database values.A wide panel of metabolites showed significant changes in differences of absolute concentrations upon bout exercise,with succinate and xanthine being the most significant compounds.Metabolites from the underexplored class of pyrimidines also showed significant changes.Conclusion:While metabolic regulations upon exercise are similar in both sexes,differences in the correlation with fitness-related metadata,such as peak volitional oxygen consumption and performance,indicate a higher complexity in women and a limitation of previous knowledge to men only.The quantification approach together with the simplicity of the sampling paves the way to expand this type of research toward other fields of personalized medical services. 展开更多
关键词 Dried blood spot Minimally invasive targeted metabolomics Cardiopulmonary exercise Sex differences
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Insights into the role of GhCYP and GhTPS in the gossypol biosynthesis pathway via a multiomics and functional-based approach in cotton
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作者 Teame Gereziher Mehari Marijana Skorić +6 位作者 Hui Fang Kai Wang Fang Liu Tesfay Araya Branislav Šiler Dengbing Yao Baohua Wang 《Journal of Integrative Agriculture》 2025年第5期1671-1687,共17页
Two cotton research institute(CRI)near-isogenic lines,CRI-12 glanded and CRI-12 glandless,were used to pinpoint potential genes and metabolic pathways linked to gossypol biosynthesis through transcriptome sequencing.W... Two cotton research institute(CRI)near-isogenic lines,CRI-12 glanded and CRI-12 glandless,were used to pinpoint potential genes and metabolic pathways linked to gossypol biosynthesis through transcriptome sequencing.We discovered more than 235 million clean reads and 1,184 differentially expressed genes(DEGs).Consecutively,we conducted a weighted gene co-expression network analysis and found a strong correlation between white and yellow modules containing GhTPS(GH_D09G0090)and GhCYP(GH_D05G2016)hub genes with the gossypol content.Importance of the GhTPS and GhCYP genes was demonstrated using RT-qPCR,virusinduced gene silencing(VIGS),and target metabolite analysis.Silencing these genes resulted in fewer glands on both leaves and stems two weeks after the infection compared to the wild type.In addition,152 metabolites were identified through targeted metabolite profiling.Differential metabolite screening revealed 12 and 18 significantly different metabolites in TRV:GhTPS and TRV:GhCYP plants vs.the control group,respectively,showing a reduction in the accumulation of metabolites compared to the control.Content of hemigossypol,the final product of gossypol biosynthesis,was also reduced,as revealed by target metabolite analysis,suggesting the role of these genes in the gossypol biosynthetic pathway.Furthermore,a highly significant difference in gossypol content between the glanded and glandless lines was recorded.Findings of this study reveal a strong link between the gossypol content and GhTPS and GhCYP hub genes,suggesting their role in the gossypol biosynthetic pathway to reduce the accumulation of hemigossypol,which may offer new comprehension into the regulatory checkpoints of the gossypol biosynthesis pathway in cotton. 展开更多
关键词 COTTON GOSSYPOL near-isogenic lines TRANSCRIPTOME target metabolomics correlation
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Targeted neurotransmitter metabolomics-based evaluation of the effects of electroacupuncture on diabetic peripheral neuropathy in mice
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作者 Zhu Jin Wen Li +3 位作者 Qiu-Yue Wang Jin-Ling Dai Shuetling Chung Jie Tu 《Integrative Medicine Discovery》 2025年第23期1-10,共10页
Background:Diabetic peripheral neuropathy(DPN)is a prevalent and debilitating complication of diabetes mellitus,lacking effective treatment options.Despite unclear underlying mechanisms,electroacupuncture(EA)shows pro... Background:Diabetic peripheral neuropathy(DPN)is a prevalent and debilitating complication of diabetes mellitus,lacking effective treatment options.Despite unclear underlying mechanisms,electroacupuncture(EA)shows promise in relieving DPN symptoms.Neurotransmitter dysregulation is central to DPN pathophysiology.This study aimed to investigate EA’s effects on DPN via targeted neurotransmitter metabolomics.Methods:A streptozotocin-induced mouse model of DPN was developed,and EA treatment was administered for two weeks to assess the therapeutic potential of EA.Following the collection of sciatic nerve samples,LC-MS-based targeted metabolomics analyses investigations were performed to examine alterations in DPN-associated neurotransmitter metabolism brought on by EA therapy.Multivariate statistical analyses were employed to assess metabolite expression patterns,using cluster heatmaps to display neurotransmitter expression results.KEGG pathway analyses were also used to explore the functional classifications of these neurotransmitters and associated metabolic pathways.Results:Targeted neurotransmitter-focused metabolomics analyses led to the identification of 34 putative biomarkers associated with EA treatment,of which 5 showed significant changes,such as beta-alanine(increased by 80.37%,P=0.0004)and kynurenine(decreased by 29.36%,P=0.0163).KEGG pathway analysis indicated that changes in the abundance of these metabolites were associated with the cAMP signaling pathway,neuroactive ligand-receptor interactions,the synaptic vesicle cycle,and other pathways.Conclusion:The results indicate that EA can efficiently regulate neurotransmitter metabolism and restore peripheral nerve function,suggesting a feasible non-pharmacological strategy for DPN treatment and warranting clinical translation. 展开更多
关键词 diabetic peripheral neuropathy electroacupuncture targeted metabolomics neurotransmitters metabolite profiling
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The role of the auxin-response genes MdGH3.1 and MdSAUR36 in bitter pit formation in apple
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作者 Daqing Huang Wen Peng +3 位作者 Na Gong Lina Qiu Yongzhang Wang Haiyong Qu 《Horticultural Plant Journal》 SCIE CAS CSCD 2024年第5期1085-1098,共14页
Apples often exhibit bitter pits in response to metabolic disorders during ripening and storage;however, the mechanisms underlying the bitter pit(BP) development remain unclear. Here, metabolome and transcriptome anal... Apples often exhibit bitter pits in response to metabolic disorders during ripening and storage;however, the mechanisms underlying the bitter pit(BP) development remain unclear. Here, metabolome and transcriptome analyses were performed to investigate BP pulp of 'Fuji'. Two auxin-response genes, MdGH3.1 and MdSAUR36, were screened. Their expression as well as the auxin content in BP pulp were found to be higher than those in healthy pulp(P < 0.01). In the field, excess CO(NH2)2increased the incidence of BP. Moreover, the auxin content and MdGH3.1 expression increased in apples after nitrogen fertilization. On Day 30 before harvest, the two genes were transiently transferred to the fruit, and 20.69% and 23.21% of BP fruits were harvested. After 10 μmol·L-1auxin was infiltrated at low pressure into postharvest fruit, the increase in MdGH3.1 expression occurred earlier than that in MdSAUR36. MdGH3.1 increased the expression of MdSAUR36, but MdSAUR36 did not increase expression of MdGH3.1. Therefore, we suggest that MdGH3.1 acts upstream of MdSAUR36 during BP formation and that these genes induce BP formation by regulating auxin and phenylpropanoid biosynthesis. 展开更多
关键词 APPLE Malusdomestica AUXIN Bitter pit FLAVONOIDS Nitrogen fertilizer Widely targeted metabolomics
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Trilobatin Acts as a Marker Metabolite Involved in Flavonoid Accumulation Regulated by CsWRKY28-MYC2 with Trypsin Activation in Cucumber (Cucumis sativus)
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作者 Enyan Chen Jingyu Jia +3 位作者 Jiaju Sun Jie Wang Xinxin Chen Xin Li 《Phyton-International Journal of Experimental Botany》 SCIE 2024年第11期2837-2856,共20页
During post-harvest storage of Cucumis sativus fruit,the application of trypsin treatment could increaseflavonoid compound levels and reduce oxidative damage.To investigate the mechanism of trypsin-inducedflavonoid bio-... During post-harvest storage of Cucumis sativus fruit,the application of trypsin treatment could increaseflavonoid compound levels and reduce oxidative damage.To investigate the mechanism of trypsin-inducedflavonoid bio-synthesis in C.sativus,we conducted a combined analysis of transcriptomics and widely targeted metabolomics.One hundred and seventy-five significantly different metabolites were obtained from metabolomics data.The kyoto encyclopedia of genes and genomes(KEGG)functional enrichment results indicated that these metabolites were mainly involved in the phenylpropanoid biosynthesis pathway.By combining the results of the weighted gene co-expression network analysis(WGCNA)with the 130 upregulated phenylpropanoid metabolites,22 significantly upregulated phenylpropanoid metabolites were identified.Trilobatin was identified as the most prominent meta-bolite through cluster analysis and variable importance in projection(VIP)analysis.High performance liquid chro-matography(HPLC)experiments confirmed that trilobatin was the key metabolite induced by trypsin.The transcriptomic results showed that 1068 genes in the brown module of WGCNA were highly positively correlated withflavonoid biosynthesis.The gene set enrichment analysis(GSEA)identified leading edges in 4 key KEGG path-ways.Finally,combined with WGCNA and GSEA analysis results,35 core genes were obtained.The co-expression network of transcriptomics and metabolomics suggested that CsWRKY28 and CsMYC2 regulated the biosynthesis of trilobatin.The quantitative real-time polymerase chain reaction(RT-qPCR)and dual luciferase experiments con-firmed the activation effect of CsWRKY28 on CsMYC2 and downstream target genes.This study revealed the key transcription factors involved in the trypsin-controlled biosynthesis of trilobatin in C.sativus and provided a new theoretical basis for elucidating the molecular mechanism of trypsin preservation. 展开更多
关键词 CsWRKY28 TRANSCRIPTOMICS trilobatin TRYPSIN widely targeted metabolomics
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EuSHT Acts as a Hub Gene Involved in the Biosynthesis of 6-Hydroxyluteolin and Quercetin Induced by Salt Stress in Eucommia ulmoides
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作者 Fuxin Li Enyan Chen +5 位作者 Xinxin Chen Jingyu Jia Hemin Wang Jie Zhang Jianrui Sun Xin Li 《Phyton-International Journal of Experimental Botany》 SCIE 2024年第8期2095-2113,共19页
Salt stress inhibits plant growth and affects the biosynthesis of its secondary metabolites.Flavonoids are natural compounds that possess many important biological activities,playing a significant role in the medicina... Salt stress inhibits plant growth and affects the biosynthesis of its secondary metabolites.Flavonoids are natural compounds that possess many important biological activities,playing a significant role in the medicinal activity of Eucommia ulmoides(E.ulmoides).To investigate the mechanism by which salt stress affects the biosynthesis of flavonoids in E.ulmoides,a comprehensive analysis of metabolomics and transcriptomics was conducted.The results indicated that salt stress led to the wilting and darkening of E.ulmoides leaves,accompanied by a decrease in chlorophyll levels,and significantly induced malondialdehyde(MDA)and relative electrical conductivity.During salt stress,most metabolites in the flavonoid biosynthesis pathway of E.ulmoides were upregulated,indicating that flavonoid biosynthesis is likely the main induced pathway under salt stress.Among them,secondary metabolites such as 6-Hydroxyluteolin and Quercetin are likely key metabolites induced by salt stress.The correlation analysis of transcriptomics and metabolomics revealed that EuSHT is a hub gene induced by salt stress,promoting the production of flavonoids such as 6-Hydroxyluteolin.The co-expression network showed a strong positive correlation between EuSHT and the biosynthesis of 6-Hydroxyluteolin and Quercetin,while it exhibited a negative correlation with Catechin biosynthesis.The branches leading to Luteolin and Dihydroquercetin are likely the main pathways for flavonoid compound biosynthesis in the plant stress response during salt stress.The results of this study provided a preliminary mechanism of secondary metabolites such as flavonoids in the medicinal plant E.ulmoides induced by salt stress and provided new theoretical support for discussing the mechanism of plant stress response.It also provided useful information for subsequent exploration of resistance genes in E.ulmoides. 展开更多
关键词 Eucommia ulmoides flavonoid salt stress TRANSCRIPTOMICS widely targeted metabolomics
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4-Hydroxy-2-Oxoglutaric Acid,A KeyMetabolite Involved in Trypsin-Regulation of Arginine Metabolism in Hylocereus undatus during Storage
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作者 Bairu Li Jingyu Jia +3 位作者 Hemin Wang Jiaju Sun Enyan Chen Xin Li 《Phyton-International Journal of Experimental Botany》 SCIE 2024年第5期885-900,共16页
Trypsin,a novel superoxide scavenger,significantly enhances the storage quality of Hylocereus undatus(H.undatus).To elucidate the preservation mechanism of trypsin on H.undatus,a widely targeted metabolomic analysis,a... Trypsin,a novel superoxide scavenger,significantly enhances the storage quality of Hylocereus undatus(H.undatus).To elucidate the preservation mechanism of trypsin on H.undatus,a widely targeted metabolomic analysis,and transcriptomics analysis were conducted.Firstly,a total of 453 metabolites were identified,with organic acids and their derivatives constituting the largest proportion(25%).Amino acids and their metabolites,prominent among organic acids,were further analyzed.Among them,73 metabolites were associated with amino acids,and 37 exhibited significant differences.The most enriched Kyoto Encyclopedia of Genes and Genomes(KEGG)pathway was arginine biosynthesis(map00220),with polyamine metabolites showing the most pronounced differences,particularly spermine(FC=1.7594).Compared with the control group,4-hydroxy-2-oxoglutaric acid was significantly upregulated(FC=2.117)in the process of spermine biosynthesis.Furthermore,the results of Gene Ontology(GO)and KEGG enrichment analysis of the H.undatus transcriptome profile revealed that trypsin treatment led to 187 differentially expressed genes associated with arginine.Both GO and KEGG analyses exhibited significant enrichment in the spermine biosynthetic process(GO:0006597)(map:00220)within the arginine biosynthesis pathway.Moreover,most enzymes and metabolites within the spermine biosynthesis pathway in H.undatus were upregulated.The results of the PPI network highlighted that ADC,SPDS,and SAMDC,among others,were pivotal proteins involved in trypsin-regulated arginine metabolism and spermine synthesis.This study revealed that trypsin could significantly delay postharvest senescence of H.undatus at room temperature.This effect might be attributed to trypsin triggering the synthesis of 4-hydroxy-2-oxoglutaric acid in the fruit peel,thereby promoting the biosynthesis of spermine and other polyamines. 展开更多
关键词 TRYPSIN ARGININE TRANSCRIPTOMICS widely targeted metabolomics
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Novel biomarkers identifying hypertrophic cardiomyopathy and its obstructive variant based on targeted amino acid metabolomics 被引量:2
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作者 Lanyan Guo Bo Wang +16 位作者 Fuyang Zhang Chao Gao Guangyu Hu Mengyao Zhou Rutao Wang Hang Zhao Wenjun Yan Ling Zhang Zhiling Ma Weiping Yang Xiong Guo Chong Huang Zhe Cui Fangfang Sun Dandan Song Liwen Liu Ling Tao 《Chinese Medical Journal》 SCIE CAS CSCD 2022年第16期1952-1961,共10页
Background:Hypertrophic cardiomyopathy(HCM)is an underdiagnosed genetic heart disease worldwide.The management and prognosis of obstructive HCM(HOCM)and non-obstructive HCM(HNCM)are quite different,but it also remains... Background:Hypertrophic cardiomyopathy(HCM)is an underdiagnosed genetic heart disease worldwide.The management and prognosis of obstructive HCM(HOCM)and non-obstructive HCM(HNCM)are quite different,but it also remains challenging to discriminate these two subtypes.HCM is characterized by dysmetabolism,and myocardial amino acid(AA)metabolism is robustly changed.The present study aimed to delineate plasma AA and derivatives profiles,and identify potential biomarkers for HCM.Methods:Plasma samples from 166 participants,including 57 cases of HOCM,52 cases of HNCM,and 57 normal controls(NCs),who first visited the International Cooperation Center for HCM,Xijing Hospital between December 2019 and September 2020,were collected and analyzed by high-performance liquid chromatography-mass spectrometry based on targeted AA metabolomics.Three separate classification algorithms,including random forest,support vector machine,and logistic regression,were applied for the identification of specific AA and derivatives compositions for HCM and the development of screening models to discriminate HCM from NC as well as HOCM from HNCM.Results:The univariate analysis showed that the serine,glycine,proline,citrulline,glutamine,cystine,creatinine,cysteine,choline,and aminoadipic acid levels in the HCM group were significantly different from those in the NC group.Four AAs and derivatives(Panel A;proline,glycine,cysteine,and choline)were screened out by multiple feature selection algorithms for discriminating HCM patients from NCs.The receiver operating characteristic(ROC)analysis in Panel A yielded an area under the ROC curve(AUC)of 0.83(0.75-0.91)in the training set and 0.79(0.65-0.94)in the validation set.Moreover,among 10 AAs and derivatives(arginine,phenylalanine,tyrosine,proline,alanine,asparagine,creatine,tryptophan,ornithine,and choline)with statistical significance between HOCM and HNCM,3 AAs(Panel B;arginine,proline,and ornithine)were selected to differentiate the two subgroups.The AUC values in the training and validation sets for Panel B were 0.83(0.74-0.93)and 0.82(0.66-0.98),respectively.Conclusions:The plasma AA and derivatives profiles were distinct between the HCM and NC groups.Based on the differential profiles,the two established screening models have potential value in assisting HCM screening and identifying whether it is obstructive. 展开更多
关键词 Hypertrophic cardiomyopathy Amino acids targeted metabolomics Biomarkers ALGORITHM
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Different starch sources and amino acid levels on growth performance,starch and amino acids digestion,absorption and metabolism of 0-to 3-week-old broilers fed low protein diet 被引量:1
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作者 Caiwei Luo Jinping Wang +5 位作者 Wei Jiang Dafei Yin Gang Meng Jiwei Wang Jing Xu Jianmin Yuan 《Animal Nutrition》 2025年第1期277-290,共14页
The synchronized absorption of amino acids and glucose in the gut is essential for amino acid utilization and protein synthesis in the body.The study aimed to investigate how the starch digestion rate and amino acid l... The synchronized absorption of amino acids and glucose in the gut is essential for amino acid utilization and protein synthesis in the body.The study aimed to investigate how the starch digestion rate and amino acid levels impact the growth and intestinal starch and amino acid digestion,transport,and metabolism in juvenile broilers.The experiment was conducted with 702 Arbor Acres Plus broilers at 1 d old,which were randomly divided into 9 treatments with 6 replicates of 13 chickens each.The treatments included 3 different starch sources(corn,waxy corn,and tapioca)with 3 different apparent ileal digestible lysine(AID Lys)levels(1.08%,1.20%,and 1.32%).A notable interaction was noted for dietary starch sources and AID Lys levels in the feed-to-gain ratio(F/G)and distal ileal starch digestibility(P<0.01).The tapioca starch and waxy corn starch diets with 1.32%of AID Lys significantly decreased F/G compared with corn starch(P<0.01).There was no significant difference in F/G of broilers among waxy corn starch diet with 1.08%AID Lys level,tapioca starch diet with 1.20%AID Lys level,and corn starch diet with 1.32%AID Lys level(P>0.05).The 1.32%AID Lys level and the waxy corn starch both improved the body weight(BW)of broilers from 0 to 3 weeks of age,intestinal starch digestibility,and intestinal villi height or the ratio of villi height to crypt depth(P<0.05).Compared with the corn starch diet,waxy corn starch and tapioca starch diets significantly elevated the AID of Met,Glu,Lys,Arg,Asp,His,Ile,Tyr,Gly,and Val levels(P<0.05).The carbon metabolomics results revealed that the waxy corn starch diet significantly reduced malic acid and cis-aconitic acid levels(P<0.05)in the tricarboxylic acid cycle compared to the corn starch diet.It was concluded that a waxy corn starch diet improves the growth performance of broilers by improving intestinal morphology,increasing the absorption and transport of amino acids,reducing the amino acid oxidation for energy supply in the intestinal mucosa,and promoting protein synthesis in muscles,which not only reduces the need for dietary AID Lys but also saves on production costs. 展开更多
关键词 STARCH INTESTINE targeted metabolomics Amino acid oxidation BROILER
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Stereoselective effects and its potential mechanism of ofloxacin on the growth and development of Rana nigromaculata:mainly liver lipid metabolism
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作者 Wenjun Zhang Miaomiao Teng Jin Yan 《Frontiers of Environmental Science & Engineering》 2025年第4期125-138,共14页
Most research on antibiotics in the environment disregards chiral antibiotics,such as ofloxacin(OF).In this study,tadpoles of Rana nigromaculata were exposed to 1μg/L OF and levofloxacin(LVFX,an enantiomer of OF)for ... Most research on antibiotics in the environment disregards chiral antibiotics,such as ofloxacin(OF).In this study,tadpoles of Rana nigromaculata were exposed to 1μg/L OF and levofloxacin(LVFX,an enantiomer of OF)for 75 d.Compared with dextrofloxacin,LVFX treatment had a greater effect on the inhibition of bodyweight,body length,development stage,and pathological liver damage.Therefore,OF exerts a stereoselective inhibitory effect on both growth and development,which is consistent with the results at the systemic metabolism level.Transcriptomic analysis revealed that the differentially expressed genes between OF and LVFX were mainly immune related.Targeted metabolomics showed that the stereoselective biological effect of OF on R.nigromaculata was caused by differences in contents of PE-O 16:0-22:4,PE 16:0-14:0,TAG 45:0-FA16:0,PE-P 18:0-16:0,PE 16:0-16:0,PC 16:0-22:4+AcO,PE 18:1-18:3,PC 16:1-18:1+AcO,and PC 18:1-18:3+AcO.Furthermore,two enantiomers of OF were selectively bound to enzymes related to lipid metabolism.This study provides both theoretical and practical references for the accurate evaluation and scientific control of the ecological risk of chiral antibiotics. 展开更多
关键词 Chiral antibiotics AMPHIBIANS targeted metabolomics Molecular docking Obesity
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Potential diagnostic value of serum bile acid profiling in girls with central precocious puberty
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作者 Shan Wang A Na Liu +6 位作者 Xin-Yi Liang Ling Jiang Wei Wu Guan-Ping Dong Pei-Fang Jiang Yan Ni Jun-Fen Fu 《World Journal of Pediatrics》 2025年第8期811-822,共12页
Background The diagnosis of central precocious puberty(CPP)relies on a gonadotropin releasing hormone stimulation test to assess the activation of the hypothalamic-pituitary-gonadal axis;this is costly and painful.Bil... Background The diagnosis of central precocious puberty(CPP)relies on a gonadotropin releasing hormone stimulation test to assess the activation of the hypothalamic-pituitary-gonadal axis;this is costly and painful.Bile acids(BAs)have emerged as pivotal signaling molecules in the reproductive system.This study aimed to identify circulating BA profile signatures and explored if they may serve as biomarkers for CPP diagnosis in girls.Methods We enrolled 431 girls,including 241 in the training cohort and 190 in the validation cohort.Participants were divided into four groups based on their body mass index Z-score and whether they were diagnosed with CPP.Ultra-performance liquid chromatography coupled with tandem mass spectrometry was performed to quantify 38 serum BAs.Results There were 18 individual BAs that were statistically different between CPP and non-CPP counterparts.The majority of these BAs(14/18)correlated significantly with sex-related hormones(P<0.05).In girls with normal weight(NW),a logistic regression model combining chenodeoxycholic acid,tauro α-muricholic acid,and 6-ketolithocholic acid achieved an area under the receiver operating characteristic curve(AUC)of 0.885.For girls who were overweight/obese(OB),hyocholic acid and taurohyocholic acid enhanced the diagnostic efficiency of basal luteinizing and follicle stimulating hormones to an AUC value 0.914.In validation cohort,75.34%NW girls and 84.09%OB girls were accurately classified.Conclusions Serum BA profiles of CPP girls showed significant changes that were associated with serum sex-related hormone levels.BA profiles could be potential biomarkers in CPP diagnosis and screening. 展开更多
关键词 Bile acid Central precocious puberty DIAGNOSIS Serum biomarkers targeted metabolomics
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Targeted metabolic analysis of nucleotides and identification of biomarkers associated with cancer in cultured cell models 被引量:2
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作者 Chenchen Zhang Zheng Liu +4 位作者 Xi Liu Lan Wei Yanjie Liu Jing Yu Lixin Sun 《Acta Pharmaceutica Sinica B》 SCIE CAS 2013年第4期254-262,共9页
Cancer,like other diseases accompanied by metabolic changes,shows characteristic DNA/RNA modifications and activities of modifying enzymes,resulting in fluctuations in nucleoside levels.In this study,we undertook targ... Cancer,like other diseases accompanied by metabolic changes,shows characteristic DNA/RNA modifications and activities of modifying enzymes,resulting in fluctuations in nucleoside levels.In this study,we undertook targeted metabolomic analyses of nucleotides in different cancer cell culture models using a sensitive and reproducible ion-pair HPLC method.The experimental data were analyzed by principal component analysis(PCA)to identify potential biomarkers in cancer cells,and statistical significance was determined by one-way analysis of variance.As a result,a clear differentiation of normal and tumor cells into two clusters was shown,indicating abnormal metabolism of nucleotides in tumor cells.Six variables(AMP,UDP,CTP levels with a significance of Po0.05;ATP,UTP and GMP levels with a significance of Po0.01)were considered as potential biomarkers;the content of AMP,UTP,GMP and ATP was significantly higher in cancer cells.The receiver operating characteristic(ROC)curve analysis allowed us to discriminate normal cells from tumor cells based on area under the curve(AUC).The sequence of their AUC values were:ATP(0.979)4UTP(0.938)4CTP¼GMP(0.896)4AMP(0.812)4UDP(0.792),so we conclude that ATP and UTP are the best potential biomarkers in tumor cells.This study may provide a valuable tool for studying minute alterations of intracellular nucleotide pools induced by anticancer/antiviral drugs,diseases or environmental factors. 展开更多
关键词 Ion-pair HPLC Tumor cells NUCLEOTIDES targeted metabolomics analysis PCA
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Integrated transcriptomics and metabolomics analyses reveal the molecular mechanisms of red-light on carotenoids biosynthesis in tomato fruit 被引量:2
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作者 Jun Tang Yan Li +3 位作者 Zhongliang Liu Min Wei Qinghua Shi Fengjuan Yang 《Food Quality and Safety》 SCIE CSCD 2022年第1期56-67,共12页
Carotenoids are the main pigments responsible for the coloration and account for the major antioxidant activity of tomato(Solanum lycopersicum L.)fruit.Significant increments in total carotenoids and lycopene levels w... Carotenoids are the main pigments responsible for the coloration and account for the major antioxidant activity of tomato(Solanum lycopersicum L.)fruit.Significant increments in total carotenoids and lycopene levels were observed in tomato fruit illuminated by red light relative to white light in previous studies,but the mechanism of carotenoid biosynthesis regulated by red light is stll unclear.In the present study,the influence of red light on carotenoid biosynthesis in postharvest tomato fruit was conducted using targeted metabolomics and transcriptomic methods.A total of 25 differentially accumulated carotenoids and 1939 differentially expressed genes were isolated and identified.The results illustrated that the contents of phytoene and lycopene were considerably higher in fruit treated with red light than those with white light at 12 h.These differentially expressed genes are mainly enriched in plant hormone signal transduction,photosynthesis,secondary metabolite biosynthesis,and plant circadian rhythm.Moreover,from the results of coexpression network analysis,15 transcription factors from red light-treated fruit were screened;among these,transcription factors of SIERF4,SlbHLH93 and SllAA29,which are involved in signal transduction of light and hormones,respectively,may also play important roles in carotenoid biosynthesis regulated by red light in tomato fruit.It is concluded that red light enhanced carotenoid biosynthesis in postharvest tomato fruit and the mechanisms of enhanced carotenoid biosynthesis were not only associated with the direct regulation by red light signalling,but also with the indirect regulation by hormonal signalling. 展开更多
关键词 Red light TOMATO carotenoids targeted metabolomics coexpression analysis
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Aerial ammonia exposure induces the perturbation of the interorgan ammonia disposal and branched-chain amino acid catabolism in growing pigs 被引量:2
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作者 Shanlong Tang Chang Yin +5 位作者 Jingjing Xie Jinglin Jiao Liang Chen Lei Liu Sheng Zhang Hongfu Zhang 《Animal Nutrition》 SCIE CSCD 2021年第4期947-958,共12页
Aerial ammonia exposure leads to tissue damage and metabolic dysfunction.However,it is unclear how different organs are coordinated to defend against aerial ammonia exposure.Twenty-four pigs were randomly divided into... Aerial ammonia exposure leads to tissue damage and metabolic dysfunction.However,it is unclear how different organs are coordinated to defend against aerial ammonia exposure.Twenty-four pigs were randomly divided into 4 groups,exposed to 0,10,25 or 35 mg/m^(3) ammonia respectively for 25 d.After above 25 mg/m^(3) ammonia exposure,decreased aspartate(P=0.016),glutamate(P=0.030)and increased ornithine(P=0.002)were found in the ammonia-removing liver,and after high ammonia(35 mg/m^(3))exposure,glutamine synthetase(GS)expression was increased(P=0.012).An increased glutamate(P=0.004)and decreased glutaminase(GLS)expression(P=0.083)were observed in the lungs after high ammonia exposure.There was also an increasing trend of glutamine in the kidneys after high ammonia exposure(P=0.066).For branched-chain amino acid(BCAA)catabolism,high ammonia exposure increased BCAA content in both the lungs and muscle(P<0.05),whereas below 25 mg/m^(3) ammonia exposure increased BCAA only in the lungs(P<0.05).The expression of BCAA transaminase(BCAT1/2)and dehydrogenase complex(BCKDHA/B and DBT)were inhibited to a varying degree in the liver,lungs and muscle after above 25 mg/m^(3) ammonia exposure,especially high ammonia exposure.The expression of BCKDH complex and glutamate-glutamine metabolism-related genes were highly expressed in the liver,followed by the lungs and muscle(P<0.01),whereas the BCAT2 expression was highest in the lungs(P=0.002).Altogether,low ammonia exposure sufficed to evoke the urea cycle to detoxify ammonia in the liver.The process of ammonia removal in the liver and potential ability of the lungs to detoxify ammonia were enhanced with increasing ammonia.Furthermore,high ammonia exposure impaired the BCAA catabolism and decreased the transcripts of the BCAA catabolism-related enzymes,resulting in high BCAA content in extrahepatic tissues.Therefore,with aerial ammonia increasing,an increased urea cycle and glutamine synthesis were ammonia defensive strategies,and high ammonia exposure impaired the BCAA catabolism. 展开更多
关键词 targeted metabolomics Ammonia exposure Ammonia disposal BCAA catabolism PIG
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