1.Identification of potential biomarkers of proliferative diabetic retinopathy based on proteomics and transcriptomics data
Yeanqi JIN ; Junbin LIU ; Xiang FANG ; Guanrong WU ; Haoxian ZHU ; Xinyu CHEN ; Mengya LIU ; Shuoxin LIAO ; Fangfang LI ; Xueli ZHANG ; Qianli MENG
Recent Advances in Ophthalmology 2025;45(8):622-628
Objective To identify potential biomarkers for proliferative diabetic retinopathy(PDR)using proteomics and transcriptomics data.Methods In this study,the proteomics dataset(PXD046630)and two transcriptomics datasets(GSE60436 and GSE102485)were derived from the aqueous humor samples and fibrovascular membranes of PDR patients,respectively.Differentially expressed genes(DEGs)were identified via R software,specifically the limma and edgeR pack-ages.The shared DEGs between PXD046630 and GSE60436 were analyzed via protein-protein interaction(PPI),Gene On-tology(GO)enrichment,and Kyoto Encyclopedia of Genes and Genomes(KEGG)pathway enrichment analyses.The key DEGs were validated in GSE102485 via receiver operating characteristic(ROC)curve analysis.A quantitative polymerase chain reaction(qPCR)assay was used to confirm the mRNA of these candidate biomarkers in human retinal microvascular endothelial cells(HRMECs)cultured in high glucose and low oxygen conditions.Results A total of 59 shared DEGs and 26 hub genes were identified from the PXD046630 and GSE60436 datasets.KEGG analysis revealed that six pathways,inclu-ding extracellular matrix-receptor interaction,proteoglycans in cancer,and complement and coagulation cascades,were enriched in 12 key DEGs.Fibronectin 1(FN1),tissue inhibitor of metalloproteinase 3(TIMP3),complement factor H(CFH),decorin(DCN),and lipoprotein receptor-related protein-2(LRP2)were identified as potential biomarkers on the basis of their AUC values being greater than 0.900(CI≥95%).The mRNA expression levels of FN1,CFH,and LRP2 were significantly increased in HRMECs cultured in high glucose and low oxygen conditions.Conclusion FN1,CFH,and LRP2 are potential biomarkers for PDR,and further studies are needed to explore their roles and therapeutic potential in PDR.
2.Identification of potential biomarkers of proliferative diabetic retinopathy based on proteomics and transcriptomics data
Yeanqi JIN ; Junbin LIU ; Xiang FANG ; Guanrong WU ; Haoxian ZHU ; Xinyu CHEN ; Mengya LIU ; Shuoxin LIAO ; Fangfang LI ; Xueli ZHANG ; Qianli MENG
Recent Advances in Ophthalmology 2025;45(8):622-628
Objective To identify potential biomarkers for proliferative diabetic retinopathy(PDR)using proteomics and transcriptomics data.Methods In this study,the proteomics dataset(PXD046630)and two transcriptomics datasets(GSE60436 and GSE102485)were derived from the aqueous humor samples and fibrovascular membranes of PDR patients,respectively.Differentially expressed genes(DEGs)were identified via R software,specifically the limma and edgeR pack-ages.The shared DEGs between PXD046630 and GSE60436 were analyzed via protein-protein interaction(PPI),Gene On-tology(GO)enrichment,and Kyoto Encyclopedia of Genes and Genomes(KEGG)pathway enrichment analyses.The key DEGs were validated in GSE102485 via receiver operating characteristic(ROC)curve analysis.A quantitative polymerase chain reaction(qPCR)assay was used to confirm the mRNA of these candidate biomarkers in human retinal microvascular endothelial cells(HRMECs)cultured in high glucose and low oxygen conditions.Results A total of 59 shared DEGs and 26 hub genes were identified from the PXD046630 and GSE60436 datasets.KEGG analysis revealed that six pathways,inclu-ding extracellular matrix-receptor interaction,proteoglycans in cancer,and complement and coagulation cascades,were enriched in 12 key DEGs.Fibronectin 1(FN1),tissue inhibitor of metalloproteinase 3(TIMP3),complement factor H(CFH),decorin(DCN),and lipoprotein receptor-related protein-2(LRP2)were identified as potential biomarkers on the basis of their AUC values being greater than 0.900(CI≥95%).The mRNA expression levels of FN1,CFH,and LRP2 were significantly increased in HRMECs cultured in high glucose and low oxygen conditions.Conclusion FN1,CFH,and LRP2 are potential biomarkers for PDR,and further studies are needed to explore their roles and therapeutic potential in PDR.
3.Study on the characteristics of Chinese medicine syndromes and its basic metabolites of spontaneously hypertensive rats
Qiuju ZHANG ; Yu WANG ; Bishi LING ; Meilong SI ; Haoxian MENG ; Mengyuan TIAN ; Ming ZHANG ; Nini LIAN ; Wanrong KANG ; Hua JIN
Acta Laboratorium Animalis Scientia Sinica 2025;33(1):44-53
Objective To investigate the characteristics of Chinese medicine syndromes and the possible metabolic substance basis of spontaneously hypertensive rat(SHR).Methods 10-week-old SPF SHR and WKY of the same strain were divided into SHR group and WKY group with 8 rats in each group.The general state,temperament,peripheral vascular filling,tongue characteristics,diet,water intake,urine and feces volume and characteristics,blood pressure,heart rate,respiratory rate,pain threshold,and open field behavior of SHR rats were observed and tested comprehensively to identify the possible syndrome types of Chinese medicine.At the same time,liquid chromatography tandem mass spectrometry was used to analyze non-targeted serum metabolites to preliminarily reveal the material basis of blood pressure elevation and Chinese medicine syndrome manifestations.Results Compared with WKY group,the scores of dark yellow hair color,irritable degree and peripheral capillary filling were higher in SHR group(P<0.0001).Red tongue color,dry tongue,little body fluid;24 h diet and water intake,urine volume and fecal volume were less(P<0.05),fecal water content was lower(P<0.001);systolic blood pressure(SBP),diastolic blood pressure(DBP),mean arterial pressure(MAP),heart rate(HR)and respiratory rate(RR)were significantly higher(P<0.05);Lower pain threshold(P<0.0001);The open field experiment shows that the moving distance and residence time of the edge are longer(P<0.001).Serum non-targeted metabolomics result showed that,compared with WKY group,the SHR group had 114 metabolites with significant differences(P<0.05).These differential metabolites were mainly lipids and lipid-like molecules(40.35%),organic acids and derivatives(22.8%),and organoheterocyclic compounds(15.79%).A total of 25 metabolic pathways were identified by KEGG enrichment analysis.Further differential abundance analysis showed that 16 pathways were activated,only 4 pathways were inhibited,and 5 pathways were not significantly changed.The glutamatergic synapse and GABAergic synapse were activated,while the serotonergic synapse was inhibited.Conclusions The symptoms of SHR include impatience and irritability,peripheral vascular dilation and collateral circulation formation,bulbar conjunctival congestive swelling,red tongue coloration,a dry tongue,constipation,red-yellow urine of low volume,and a rapid heart rate and high respiratory rate.All these suggest that SHR is a syndrome of hypertension with hyperactivity of liver-yang.The material basis of SHR is not only related to lipid,amino acid,and carbohydrate metabolism disorders,but also may be related to metabolic disorders of glutaminergic,GABAergic,and serotonergic neural pathways.
4.Study on the characteristics of Chinese medicine syndromes and its basic metabolites of spontaneously hypertensive rats
Qiuju ZHANG ; Yu WANG ; Bishi LING ; Meilong SI ; Haoxian MENG ; Mengyuan TIAN ; Ming ZHANG ; Nini LIAN ; Wanrong KANG ; Hua JIN
Acta Laboratorium Animalis Scientia Sinica 2025;33(1):44-53
Objective To investigate the characteristics of Chinese medicine syndromes and the possible metabolic substance basis of spontaneously hypertensive rat(SHR).Methods 10-week-old SPF SHR and WKY of the same strain were divided into SHR group and WKY group with 8 rats in each group.The general state,temperament,peripheral vascular filling,tongue characteristics,diet,water intake,urine and feces volume and characteristics,blood pressure,heart rate,respiratory rate,pain threshold,and open field behavior of SHR rats were observed and tested comprehensively to identify the possible syndrome types of Chinese medicine.At the same time,liquid chromatography tandem mass spectrometry was used to analyze non-targeted serum metabolites to preliminarily reveal the material basis of blood pressure elevation and Chinese medicine syndrome manifestations.Results Compared with WKY group,the scores of dark yellow hair color,irritable degree and peripheral capillary filling were higher in SHR group(P<0.0001).Red tongue color,dry tongue,little body fluid;24 h diet and water intake,urine volume and fecal volume were less(P<0.05),fecal water content was lower(P<0.001);systolic blood pressure(SBP),diastolic blood pressure(DBP),mean arterial pressure(MAP),heart rate(HR)and respiratory rate(RR)were significantly higher(P<0.05);Lower pain threshold(P<0.0001);The open field experiment shows that the moving distance and residence time of the edge are longer(P<0.001).Serum non-targeted metabolomics result showed that,compared with WKY group,the SHR group had 114 metabolites with significant differences(P<0.05).These differential metabolites were mainly lipids and lipid-like molecules(40.35%),organic acids and derivatives(22.8%),and organoheterocyclic compounds(15.79%).A total of 25 metabolic pathways were identified by KEGG enrichment analysis.Further differential abundance analysis showed that 16 pathways were activated,only 4 pathways were inhibited,and 5 pathways were not significantly changed.The glutamatergic synapse and GABAergic synapse were activated,while the serotonergic synapse was inhibited.Conclusions The symptoms of SHR include impatience and irritability,peripheral vascular dilation and collateral circulation formation,bulbar conjunctival congestive swelling,red tongue coloration,a dry tongue,constipation,red-yellow urine of low volume,and a rapid heart rate and high respiratory rate.All these suggest that SHR is a syndrome of hypertension with hyperactivity of liver-yang.The material basis of SHR is not only related to lipid,amino acid,and carbohydrate metabolism disorders,but also may be related to metabolic disorders of glutaminergic,GABAergic,and serotonergic neural pathways.
5.Exploration on the Biological Connotation of the Pathogenesis of "Earth Congestion and Wood Depression" of Atherosclerosis from "Intestinal Flora-Bile Acids" Pathway
Haoxian MENG ; Hua JIN ; Jinmeng XI ; Yanhu HE ; Meilong SI ; Luliang YE ; Tiantian HOU
Chinese Journal of Information on Traditional Chinese Medicine 2024;31(9):12-17
Intestinal flora and bile acid metabolism regulate and influence each other,and an imbalance in the"intestinal flora-bile acid"pathway is closely related to atherosclerosis.Based on TCM theory and clinical practice,it is found that"earth congestion and wood depression"is the key mechanism of atherosclerosis,but its biological connotation needs to be further elucidated.Combined with the results of modern research,it is believed that intestinal flora imbalance is an important foundation of"earth congestion",and bile acid metabolism abnormality is an important manifestation of"wood depression".In the process of atherosclerosis,the imbalance of the"intestinal flora-bile acid"pathway is closely related to the"earth congestion and wood depression"pathogenesis of TCM in atherosclerosis.Exploring the biological connotation of the pathogenesis of"earth congestion and wood depression"of atherosclerosis from the"intestinal flora-bile acids"pathway is of far-reaching significance for clarifying the scientific connotation of TCM theory and guiding the TCM prevention and treatment of atherosclerosis.

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