1.Metabolome and transcriptome association study reveals biosynthesis of specialized benzylisoquinoline alkaloids in Phellodendron amurense.
Tingxia LIU ; Wanran ZHANG ; Sijia WANG ; Ya TIAN ; Yifan WANG ; Ranran GAO ; Shilin CHEN ; Wei SUN ; Wei MA ; Zhichao XU
Chinese Herbal Medicines 2025;17(1):178-188
OBJECTIVE:
Benzylisoquinoline alkaloids (BIAs) have pharmacological functions and clinical use. BIAs are mainly distributed in plant species across the order Ranunculales and the genus Phellodendron from Sapindales. The BIA biosynthesis has been intensively investigated in Ranunculales species. However, the accumulation mechanism of BIAs in Phellodendron is largely unknown. The aim of this study is to unravel the biosynthetic pathways of BIAs in Phellodendron amurens.
METHODS:
The transcriptome and metabolome data from 18 different tissues of P. amurense were meticulously sequenced and subsequently subjected to a thorough analysis. Weighted gene co-expression network analysis (WGCNA), a powerful systems biology approach that facilitates the construction and subsequent analysis of co-expression networks, was utilized to identify candidate genes involved in BIAs biosynthesis. Following this, recombinant plasmids containing candidate genes were expressed in Escherichia coli, a widely used prokaryotic expression system. The purpose of this genetic engineering endeavor was to express the candidate genes within the bacteria, thereby enabling the assessment of the resultant enzyme activity.
RESULTS:
The synonymous substitutions per synonymous site for paralogs indicated that at least one whole genome duplication event has occurred. The potential BIA biosynthetic pathway of P. amurense was proposed, and two PR10/Bet v1 members, 14 CYP450s, and 33 methyltransferases were selected as related to BIA biosynthesis. One PR10/Bet v1 was identified as norcoclaurine synthase, which could catalyze dopamine and 4-hydroxyphenylacetaldehyde into (S)-norcoclaurine.
CONCLUSION
Our studies provide important insights into the biosynthesis and evolution of BIAs in non-Ranunculales species.
2.PLUNC downregulates the expression of PD-L1 by inhibiting the interaction of DDX17/β-catenin in nasopharyngeal carcinoma
Ranran FENG ; Yilin GUO ; Meilin CHEN ; Ziying TIAN ; Yijun LIU ; Su JIANG ; Jieyu ZHOU ; Qingluan LIU ; Xiayu LI ; Wei XIONG ; Lei SHI ; Songqing FAN ; Guiyuan LI ; Wenling ZHANG
Journal of Pathology and Translational Medicine 2025;59(1):68-83
Background:
Nasopharyngeal carcinoma (NPC) is characterized by high programmed death-ligand 1 (PD-L1) expression and abundant infiltration of non-malignant lymphocytes, which renders patients potentially suitable candidates for immune checkpoint blockade therapies. Palate, lung, and nasal epithelium clone (PLUNC) inhibit the growth of NPC cells and enhance cellular apoptosis and differentiation. Currently, the relationship between PLUNC (as a tumor-suppressor) and PD-L1 in NPC is unclear.
Methods:
We collected clinical samples of NPC to verify the relationship between PLUNC and PD-L1. PLUNC plasmid was transfected into NPC cells, and the variation of PD-L1 was verified by western blot and immunofluorescence. In NPC cells, we verified the relationship of PD-L1, activating transcription factor 3 (ATF3), and β-catenin by western blot and immunofluorescence. Later, we further verified that PLUNC regulates PD-L1 through β-catenin. Finally, the effect of PLUNC on β-catenin was verified by co-immunoprecipitation (Co-IP).
Results:
We found that PLUNC expression was lower in NPC tissues than in paracancer tissues. PD-L1 expression was opposite to that of PLUNC. Western blot and immunofluorescence showed that β-catenin could upregulate ATF3 and PD-L1, while PLUNC could downregulate ATF3/PD-L1 by inhibiting the expression of β-catenin. PLUNC inhibits the entry of β-catenin into the nucleus. Co-IP experiments demonstrated that PLUNC inhibited the interaction of DEAD-box helicase 17 (DDX17) and β-catenin.
Conclusions
PLUNC downregulates the expression of PD-L1 by inhibiting the interaction of DDX17/β-catenin in NPC.
3.PLUNC downregulates the expression of PD-L1 by inhibiting the interaction of DDX17/β-catenin in nasopharyngeal carcinoma
Ranran FENG ; Yilin GUO ; Meilin CHEN ; Ziying TIAN ; Yijun LIU ; Su JIANG ; Jieyu ZHOU ; Qingluan LIU ; Xiayu LI ; Wei XIONG ; Lei SHI ; Songqing FAN ; Guiyuan LI ; Wenling ZHANG
Journal of Pathology and Translational Medicine 2025;59(1):68-83
Background:
Nasopharyngeal carcinoma (NPC) is characterized by high programmed death-ligand 1 (PD-L1) expression and abundant infiltration of non-malignant lymphocytes, which renders patients potentially suitable candidates for immune checkpoint blockade therapies. Palate, lung, and nasal epithelium clone (PLUNC) inhibit the growth of NPC cells and enhance cellular apoptosis and differentiation. Currently, the relationship between PLUNC (as a tumor-suppressor) and PD-L1 in NPC is unclear.
Methods:
We collected clinical samples of NPC to verify the relationship between PLUNC and PD-L1. PLUNC plasmid was transfected into NPC cells, and the variation of PD-L1 was verified by western blot and immunofluorescence. In NPC cells, we verified the relationship of PD-L1, activating transcription factor 3 (ATF3), and β-catenin by western blot and immunofluorescence. Later, we further verified that PLUNC regulates PD-L1 through β-catenin. Finally, the effect of PLUNC on β-catenin was verified by co-immunoprecipitation (Co-IP).
Results:
We found that PLUNC expression was lower in NPC tissues than in paracancer tissues. PD-L1 expression was opposite to that of PLUNC. Western blot and immunofluorescence showed that β-catenin could upregulate ATF3 and PD-L1, while PLUNC could downregulate ATF3/PD-L1 by inhibiting the expression of β-catenin. PLUNC inhibits the entry of β-catenin into the nucleus. Co-IP experiments demonstrated that PLUNC inhibited the interaction of DEAD-box helicase 17 (DDX17) and β-catenin.
Conclusions
PLUNC downregulates the expression of PD-L1 by inhibiting the interaction of DDX17/β-catenin in NPC.
4.PLUNC downregulates the expression of PD-L1 by inhibiting the interaction of DDX17/β-catenin in nasopharyngeal carcinoma
Ranran FENG ; Yilin GUO ; Meilin CHEN ; Ziying TIAN ; Yijun LIU ; Su JIANG ; Jieyu ZHOU ; Qingluan LIU ; Xiayu LI ; Wei XIONG ; Lei SHI ; Songqing FAN ; Guiyuan LI ; Wenling ZHANG
Journal of Pathology and Translational Medicine 2025;59(1):68-83
Background:
Nasopharyngeal carcinoma (NPC) is characterized by high programmed death-ligand 1 (PD-L1) expression and abundant infiltration of non-malignant lymphocytes, which renders patients potentially suitable candidates for immune checkpoint blockade therapies. Palate, lung, and nasal epithelium clone (PLUNC) inhibit the growth of NPC cells and enhance cellular apoptosis and differentiation. Currently, the relationship between PLUNC (as a tumor-suppressor) and PD-L1 in NPC is unclear.
Methods:
We collected clinical samples of NPC to verify the relationship between PLUNC and PD-L1. PLUNC plasmid was transfected into NPC cells, and the variation of PD-L1 was verified by western blot and immunofluorescence. In NPC cells, we verified the relationship of PD-L1, activating transcription factor 3 (ATF3), and β-catenin by western blot and immunofluorescence. Later, we further verified that PLUNC regulates PD-L1 through β-catenin. Finally, the effect of PLUNC on β-catenin was verified by co-immunoprecipitation (Co-IP).
Results:
We found that PLUNC expression was lower in NPC tissues than in paracancer tissues. PD-L1 expression was opposite to that of PLUNC. Western blot and immunofluorescence showed that β-catenin could upregulate ATF3 and PD-L1, while PLUNC could downregulate ATF3/PD-L1 by inhibiting the expression of β-catenin. PLUNC inhibits the entry of β-catenin into the nucleus. Co-IP experiments demonstrated that PLUNC inhibited the interaction of DEAD-box helicase 17 (DDX17) and β-catenin.
Conclusions
PLUNC downregulates the expression of PD-L1 by inhibiting the interaction of DDX17/β-catenin in NPC.
5.Construction and evaluation of mouse model of renal fibrosis with Qi deficiency and dampness stasis
Ranran GAO ; Cong HAN ; Menghui LIAN ; Wei LI
Chinese Journal of Comparative Medicine 2025;35(4):43-57
Objective To construct and evaluate a mouse model of renal fibrosis(RF)combined with Qi deficiency and dampness stasis,and investigate the changes in protein and metabolic pathways using multiomics.Methods Twenty-four C57BL/6J mice were divided randomly into normal(N),model(M),and RF and syndrome combined groups(BZ)(n=8/group).The experiment lasted 6 weeks.A mouse model of RF with Qi deficiency and dampness stasis was established by "cyclosporine A+high-fat diet+swimming exhaustion+constant temperature and humidity".The model was evaluated by detecting general signs,renal function,tongue RGB(red,green,blue)values,hemorheology indexes,blood lipids,and inflammation and oxidation indexes,combined with hematoxylin and eosin,Masson,periodic acid-Schiff,and Oil red O staining,terminal deoxynucleotidyl transferase dUTP nick end labeling apoptosis,and transforming growth factor-β immunofluorescence analysis of renal tissue.Differential proteins and metabolites were screened by renal proteomics combined with serum metabolomics and subjected to pathway enrichment analysis.Results Body mass of mice in the BZ group began to decline at week 3(P<0.05)and decreased significantly at week 4(P<0.01),while food and water consumption decreased,the fur became messy and less glossy,mood and activity decreased,and stools became watery.Serum creatinine,blood urea nitrogen,urine albumin-creatinine ratio,and N-acetyl-beta-glucosaminidase(NAG)were significantly higher in the BZ group compared with those in the N group(P<0.05,P<0.01),and serum creatinine and NAG levels were significantly different compared with those in the M group.The R value of tongue images was significantly lower in the BZ group compared with that in the N group(P<0.01),while the B value was significantly higher(P<0.05).The viscosity of the whole blood multi-shear rate and the hematocrit were higher in the BZ group compared with those in the N and M groups,and the platelet volume was higher than in the N group(P<0.05,P<0.01).Total cholesterol,low-density lipoprotein cholesterol,C-reactive protein,interleukin-6,and malondialdehyde levels were significantly increased in the BZ group compared with those in the N and M groups(P<0.01),and superoxide dismutase activity was significantly decreased compared with that in the N group(P<0.05).Renal tubule vacuolation,inflammatory cell infiltration,glomerular basement membrane thickening,collagen fiber hyperplasia,and lipid accumulation were evident,and renal cell apoptosis and transforming growth factor-β deposition were increased in the BZ group.There were 299 differential proteins in the BZ and N groups,including 180 up-regulated and 119 down-regulated proteins,and 323 differential metabolites,including 205 up-regulated and 118 down-regulated.Primary bile acid biosynthesis,taurine and hypotaurine metabolism,and biosynthesis of unsaturated fatty acids were co-enriched in differential proteins and differential metabolites,involving three differential proteins and nine differential metabolites.Among these,docosapentaenoic acid(22n-3),eicosapentaenoic acid,taurine,3-sulfinoalanine,taurocholic acid,Acnat1,Acnat2,and Hsd17b12 showed high prediction accuracy.Conclusions We successfully constructed an RF animal model of Qi deficiency and dampness stasis using the "cyclosporine A+high-fat diet+exhaustion of swimming+constant temperature and humidity" method.Biosynthesis of unsaturated fatty acids and taurine and hypotaurine metabolism may play important roles in this RF mouse model of Qi deficiency and dampness stasis.
6.Monitoring of voriconazole blood concentration in elderly patients and analysis of influencing factors
Ge LI ; Lei QIAN ; Lei WANG ; Ranran WANG ; Can WEI ; Ling FANG
Chinese Journal of Infection and Chemotherapy 2025;25(5):487-492
Objective To explore the factors influencing the blood concentration of voriconazole in elderly hospitalized patients and inform the probability of attaining the target concentration in clinical practice.Methods Patients aged ≥65 years who were hospitalized in the First Affiliated Hospital of Anhui Medical University from January 2022 to December 2023 and underwent voriconazole blood concentration monitoring were enrolled.Their voriconazole blood concentrations and clinical data were collected.The patients were grouped according to the target effective concentration 0.5-5.0 mg/L of voriconazole recommended by the Chinese Pharmacological Society guidelines.Multivariate logistic regression analysis was used to determine the factors affecting the rate of achieving the target concentration.Results The 202 enrolled patients included 139 males and 63 females.A total of 244 voriconazole blood concentrations were available.The median age of the patients was 74(range:65-95)years.Voriconazole blood concentration ranged from 0.08 to 13.38 mg/L.The average concentration was(4.10±2.45)mg/L.The target effective blood concentration of voriconazole was achieved in 65.35%(132/202)of the patients.Logistic regression results showed that the dosage regimen,body weight,and hypoproteinemia(albumin<25 g/L)were the main factors affecting voriconazole blood concentration.Conclusions The dosing regimen,body weight,and hypoproteinemia are the main influencing factors of voriconazole blood concentration.Relevant factors should be fully considered in clinical medication to ensure the safety and effectiveness of voriconazole.
7.Monitoring of voriconazole blood concentration in elderly patients and analysis of influencing factors
Ge LI ; Lei QIAN ; Lei WANG ; Ranran WANG ; Can WEI ; Ling FANG
Chinese Journal of Infection and Chemotherapy 2025;25(5):487-492
Objective To explore the factors influencing the blood concentration of voriconazole in elderly hospitalized patients and inform the probability of attaining the target concentration in clinical practice.Methods Patients aged ≥65 years who were hospitalized in the First Affiliated Hospital of Anhui Medical University from January 2022 to December 2023 and underwent voriconazole blood concentration monitoring were enrolled.Their voriconazole blood concentrations and clinical data were collected.The patients were grouped according to the target effective concentration 0.5-5.0 mg/L of voriconazole recommended by the Chinese Pharmacological Society guidelines.Multivariate logistic regression analysis was used to determine the factors affecting the rate of achieving the target concentration.Results The 202 enrolled patients included 139 males and 63 females.A total of 244 voriconazole blood concentrations were available.The median age of the patients was 74(range:65-95)years.Voriconazole blood concentration ranged from 0.08 to 13.38 mg/L.The average concentration was(4.10±2.45)mg/L.The target effective blood concentration of voriconazole was achieved in 65.35%(132/202)of the patients.Logistic regression results showed that the dosage regimen,body weight,and hypoproteinemia(albumin<25 g/L)were the main factors affecting voriconazole blood concentration.Conclusions The dosing regimen,body weight,and hypoproteinemia are the main influencing factors of voriconazole blood concentration.Relevant factors should be fully considered in clinical medication to ensure the safety and effectiveness of voriconazole.
8.Construction and evaluation of mouse model of renal fibrosis with Qi deficiency and dampness stasis
Ranran GAO ; Cong HAN ; Menghui LIAN ; Wei LI
Chinese Journal of Comparative Medicine 2025;35(4):43-57
Objective To construct and evaluate a mouse model of renal fibrosis(RF)combined with Qi deficiency and dampness stasis,and investigate the changes in protein and metabolic pathways using multiomics.Methods Twenty-four C57BL/6J mice were divided randomly into normal(N),model(M),and RF and syndrome combined groups(BZ)(n=8/group).The experiment lasted 6 weeks.A mouse model of RF with Qi deficiency and dampness stasis was established by "cyclosporine A+high-fat diet+swimming exhaustion+constant temperature and humidity".The model was evaluated by detecting general signs,renal function,tongue RGB(red,green,blue)values,hemorheology indexes,blood lipids,and inflammation and oxidation indexes,combined with hematoxylin and eosin,Masson,periodic acid-Schiff,and Oil red O staining,terminal deoxynucleotidyl transferase dUTP nick end labeling apoptosis,and transforming growth factor-β immunofluorescence analysis of renal tissue.Differential proteins and metabolites were screened by renal proteomics combined with serum metabolomics and subjected to pathway enrichment analysis.Results Body mass of mice in the BZ group began to decline at week 3(P<0.05)and decreased significantly at week 4(P<0.01),while food and water consumption decreased,the fur became messy and less glossy,mood and activity decreased,and stools became watery.Serum creatinine,blood urea nitrogen,urine albumin-creatinine ratio,and N-acetyl-beta-glucosaminidase(NAG)were significantly higher in the BZ group compared with those in the N group(P<0.05,P<0.01),and serum creatinine and NAG levels were significantly different compared with those in the M group.The R value of tongue images was significantly lower in the BZ group compared with that in the N group(P<0.01),while the B value was significantly higher(P<0.05).The viscosity of the whole blood multi-shear rate and the hematocrit were higher in the BZ group compared with those in the N and M groups,and the platelet volume was higher than in the N group(P<0.05,P<0.01).Total cholesterol,low-density lipoprotein cholesterol,C-reactive protein,interleukin-6,and malondialdehyde levels were significantly increased in the BZ group compared with those in the N and M groups(P<0.01),and superoxide dismutase activity was significantly decreased compared with that in the N group(P<0.05).Renal tubule vacuolation,inflammatory cell infiltration,glomerular basement membrane thickening,collagen fiber hyperplasia,and lipid accumulation were evident,and renal cell apoptosis and transforming growth factor-β deposition were increased in the BZ group.There were 299 differential proteins in the BZ and N groups,including 180 up-regulated and 119 down-regulated proteins,and 323 differential metabolites,including 205 up-regulated and 118 down-regulated.Primary bile acid biosynthesis,taurine and hypotaurine metabolism,and biosynthesis of unsaturated fatty acids were co-enriched in differential proteins and differential metabolites,involving three differential proteins and nine differential metabolites.Among these,docosapentaenoic acid(22n-3),eicosapentaenoic acid,taurine,3-sulfinoalanine,taurocholic acid,Acnat1,Acnat2,and Hsd17b12 showed high prediction accuracy.Conclusions We successfully constructed an RF animal model of Qi deficiency and dampness stasis using the "cyclosporine A+high-fat diet+exhaustion of swimming+constant temperature and humidity" method.Biosynthesis of unsaturated fatty acids and taurine and hypotaurine metabolism may play important roles in this RF mouse model of Qi deficiency and dampness stasis.
9.Exploring the Prescription Rules and Mechanisms of Traditional Chinese Medicine in the Treatment of Diabetic Periodontitis Based on Data Mining and Network Pharmacology
Huijing LI ; Ranran GAO ; Min LIU ; Jing WEI ; Xiang HE ; Yeke WU
Traditional Chinese Drug Research & Clinical Pharmacology 2024;35(10):1600-1610
Objective To explore the prescription rules of traditional Chinese medicine (TCM) in the treatment of diabetes periodontitis(DP) and the acting mechanisms of core drug combination. Methods Based on the relevant literature retrieved from the CNKI,Wanfang,VIP and Sinomed,a DP prescription database was established. Excel 2021,SPSS Modeler 18.0 and SPSS Statistics 26.0 were used to conduct the statistics of the frequency,efficacy classifications,properties,flavors,and meridian tropism of the included drugs. Association rule analysis and cluster analysis were performed to screen out the core drug combinations. The active components and action targets of core drug combinations were obtained through TCMSP and HERB. The DP related disease targets were predicted using GeneCards. The Venny platform was used to obtain the intersection of disease targets and drug targets. Key components were screened by Cytoscape to establish an "active component-target" network. Based on STRING platform data,PPI network was constructed by Cytoscape to screen core targets. GO functional annotation and KEGG signaling pathway enrichment analysis were carried out for the intersection targets by DAVID. AutoDockVina was applied for molecular docking between core targets and key components. Results A total of 36 articles were included,and 50 prescriptions involving 100 Chinese herbal medicines were extracted. Alismatis Rhizoma,Rehmanniae Radix Praeparata and Astragali Radix were the most common drugs. The most used drug category was deficiency-nourishing drugs. The properties of the herbs were mainly cold and warm,the major flavors were sweet and bitter,and the main meridian tropisms were kidney and liver. Six categories were classified by clustering analysis. Moutan Cortes-Corni Fructus-Rehmanniae Radix Praeparata was screened out as the core drug combination involving 18 active components,164 drug action targets and 104 intersection of DP targets and drug combination targets. Quercetin,stigmasterol,kaempferol,β-sitosterol,tetrahydroalstonine,and sitosterol were the key components,and AKT1,IL-6,TNF,IL-1B,PTGS2,JUN,TP53,ESR1,and MMP9 were the core targets. GO analysis revealed 3724 biological processes,228 cellular components and 404 molecular functions. KEGG analysis showed that DP was treated by the core drug combination through regulating 235 signaling pathways. Molecular docking results showed that there was a good affinity between the core target and the key component. Conclusion Tonifying deficiency is the main treatment methods of TCM for DP,accompanied by clearing heat and removing dampness,activating blood circulation and removing blood stasis,replenishing qi and nourishing yin. Core drug combination (Moutan Cortes-Corni Fructus-Rehmanniae Radix Praeparata) treats DP through multi-component,multi-target and multi-pathway,which provide a reference for clinical diagnosis and treatment.
10.Analysis of Mechanism of Yishen Huashi Granules for Improving Diabetic Nephropathy Based on Metabonomics and Transcriptomics
Zhen SHEN ; Tao CUI ; Shanshan AI ; Xiangyu LI ; Ranran GAO ; Wei LI ; Cong HAN
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(20):109-117
ObjectiveIn this study, based on ultra-high performance liquid chromatography-mass spectrometry(UHPLC-MS/MS) and high-throughput transcriptome sequencing technology(RNA-seq), we investigated the mechanism of Yishen Huashi granules in regulating serum metabolites and renal messenger ribonucleic acid(mRNA) expression to improve diabetic kidney disease(DKD). MethodSD rats were randomly divided into normal group , model group and Yishen Huashi granules group, with 8 rats in each group. The rat model of DKD was established by intraperitoneal injection of streptozotocin. Yishen Huashi granules group was given 5.54 g·kg-1·d-1 of Yishen Huashi granules by gavage, and the normal group and the model group were given the same amount of normal saline for 6 weeks. During the experiment, the body weight and blood glucose of rats were monitored, and the rats were anesthetized 24 hours after the last administration, blood was collected from the inferior vena cava, serum was separated, and renal function, blood lipid, and inflammatory indicators were detected. Kidney tissue of rats was fixed in neutral paraformaldehyde, and stained with hematoxylin-eosin(HE), Masson and periodic acid-Schiff(PAS) to observe the renal pathological changes. UHPLC-MS/MS and RNA-seq were used to identify the changes of serum metabolism and the differences of renal mRNA expression, and real time fluorescence quantitative polymerase chain reaction(Real-time PCR) and Western blot were used to detect the differential mRNA and protein expression in renal tissue to explore the common expression mechanism. ResultCompared with the normal group, rats in the model group showed a decrease in body weight, a significant increase in blood glucose, urinary microalbumin to urinary creatinine ratio(UACR), blood urea nitrogen(BUN), cystatin-C(Cys-C), β2-microglobulin(β2-MG), interleukin-6(IL-6), triglyceride(TG) and total cholesterol(TC), and a significant decrease in total superoxide dismutase(T-SOD)(P<0.01). After the intervention of Yishen Huashi granules, all the indexes were improved to different degrees in rats(P<0.05, P<0.01). Compared with the normal group, the model group showed renal mesangial stromal hyperplasia, fibrous tissue hyperplasia and tubular vacuolar degeneration. Compared with the model group, the renal pathology of rats in Yishen Huashi granules group was improved to a certain extent. A total of 14 target metabolites and 96 target mRNAs were identified, the target metabolites were mainly enriched in 20 metabolic pathways, including sphingolipid metabolism, glycerophospholipid metabolism, and the biosynthesis of phenylalanine, tyrosine and tryptophan. The target mRNAs were enriched to obtain a total of 21 differential mRNAs involved in the TOP20 pathways closely related to glycolipid metabolism. A total of 6 pathways, glycerophospholipid metabolism, arachidonic acid metabolism, purine metabolism, primary bile acid biosynthesis, ascorbic acid and uronic acid metabolism, and galactose metabolism, were enriched by serum differential metabolites and renal differential mRNAs, among them, there were 7 differential metabolites such as phosphatidylethanolamine(PE) and 7 differential mRNAs such as recombinant adenylate cyclase 3(ADCY3). Seven differential metabolites had high predictive accuracy as verified by receiver operating characteristic(ROC) curve, and the results of Real-time PCR and Western blot were highly consistent with the sequencing results. ConclusionYishen Huashi granules can reduce UACR, BUN and other biochemical indexes, correct the disorder of glucose and lipid metabolism, and improve renal function of DKD rats. And its mechanism may be related to the regulation of the level of PE and other blood metabolites, and expression of Phospho1 and other mRNAs in the kidney, of which six pathways, including glycerophospholipid metabolism, may play an important role.

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