1.Construction of Saccharomyces cerevisiae cell factory for efficient biosynthesis of ferruginol.
Mei-Ling JIANG ; Zhen-Jiang TIAN ; Hao TANG ; Xin-Qi SONG ; Jian WANG ; Ying MA ; Ping SU ; Guo-Wei JIA ; Ya-Ting HU ; Lu-Qi HUANG
China Journal of Chinese Materia Medica 2025;50(4):1031-1042
Diterpenoid ferruginol is a key intermediate in biosynthesis of active ingredients such as tanshinone and carnosic acid.However, the traditional process of obtaining ferruginol from plants is often cumbersome and inefficient. In recent years, the increasingly developing gene editing technology has been gradually applied to the heterologous production of natural products, but the production of ferruginol in microbe is still very low, which has become an obstacle to the efficient biosynthesis of downstream chemicals, such as tanshinone. In this study, miltiradiene was produced by integrating the shortened diterpene synthase fusion protein,and the key genes in the MVA pathway were overexpressed to improve the yield of miltiradiene. Under the shake flask fermentation condition, the yield of miltiradiene reached about(113. 12±17. 4)mg·L~(-1). Subsequently, this study integrated the ferruginol synthase Sm CYP76AH1 and Sm CPR1 to reconstruct the ferruginol pathway and thereby realized the heterologous synthesis of ferruginol in Saccharomyces cerevisiae. The study selected the best ferruginol synthase(Il CYP76AH46) from different plants and optimized the expression of pathway genes through redox partner engineering to increase the yield of ferruginol. By increasing the copy number of diterpene synthase, CYP450, and CPR, the yield of ferruginol reached(370. 39± 21. 65) mg·L~(-1) in the shake flask, which was increased by 21. 57-fold compared with that when the initial ferruginol strain JMLT05 was used. Finally, 1 083. 51 mg·L~(-1) ferruginol was obtained by fed-batch fermentation, which is the highest yield of ferruginol from biosynthesis so far. This study provides not only research ideas for other metabolic engineering but also a platform for the construction of cell factories for downstream products.
Saccharomyces cerevisiae/genetics*
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Diterpenes/metabolism*
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Metabolic Engineering
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Fermentation
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Abietanes
2.Construction of a multigene expression system for plants and verification of its function.
Yin-Yin JIANG ; Ya-Nan TANG ; Yu-Ping TAN ; Shu-Fu SUN ; Juan GUO ; Guang-Hong CUI ; Jin-Fu TANG
China Journal of Chinese Materia Medica 2025;50(12):3291-3296
Constructing an efficient and easy-to-operate multigene expression system is currently a crucial part of plant genetic engineering. In this study, a fragment carrying three independent gene expression cassettes and the expression unit of the gene-silencing suppressor protein(RNA silencing suppressor 19 kDa protein, P19) simultaneously was designed and constructed. This fragment was cloned into the commonly used plant expression vector pCAMBIA300, and the plasmid pC1300-TP2-P19 was obtained. Each gene expression cassette consists of different promoters, fusion tags, and terminators. The target gene can be flexibly inserted into the corresponding site through enzymatic digestion and ligation or recombination and fused with different protein tags, which provides great convenience for subsequent detection. The enhanced green fluorescent protein(eGFP) reporter gene was individually constructed into each expression cassette to verify the feasibility of this vector system. The results of tobacco transient expression and laser-confocal microscopy showed that each expression cassette presented independent and normal expression. Meanwhile, the three key enzyme genes in the betanin synthesis pathway, BvCYP76AD, BvDODA1, and DbDOPA5GT, were constructed into the three expression cassettes. The results of tobacco transient expression phenotype, protein immunoblotting(Western blot), and chemical detection of product demonstrated that the three exogenous genes were highly expressed, and the target compound betanin was successfully produced. The above results indicated that the constructed multigene expression system for plants in this study was efficient and reliable and can achieve the co-transformation of multiple plant genes. It can provide a reliable vector platform for the analysis of plant natural product synthesis pathways, functional verification, and plant metabolic engineering.
Nicotiana/metabolism*
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Genetic Vectors/metabolism*
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Gene Expression Regulation, Plant
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Plant Proteins/metabolism*
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Plants, Genetically Modified/metabolism*
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Genetic Engineering/methods*
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Green Fluorescent Proteins/metabolism*
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Gene Expression
3.Graph Neural Networks and Multimodal DTI Features for Schizophrenia Classification: Insights from Brain Network Analysis and Gene Expression.
Jingjing GAO ; Heping TANG ; Zhengning WANG ; Yanling LI ; Na LUO ; Ming SONG ; Sangma XIE ; Weiyang SHI ; Hao YAN ; Lin LU ; Jun YAN ; Peng LI ; Yuqing SONG ; Jun CHEN ; Yunchun CHEN ; Huaning WANG ; Wenming LIU ; Zhigang LI ; Hua GUO ; Ping WAN ; Luxian LV ; Yongfeng YANG ; Huiling WANG ; Hongxing ZHANG ; Huawang WU ; Yuping NING ; Dai ZHANG ; Tianzi JIANG
Neuroscience Bulletin 2025;41(6):933-950
Schizophrenia (SZ) stands as a severe psychiatric disorder. This study applied diffusion tensor imaging (DTI) data in conjunction with graph neural networks to distinguish SZ patients from normal controls (NCs) and showcases the superior performance of a graph neural network integrating combined fractional anisotropy and fiber number brain network features, achieving an accuracy of 73.79% in distinguishing SZ patients from NCs. Beyond mere discrimination, our study delved deeper into the advantages of utilizing white matter brain network features for identifying SZ patients through interpretable model analysis and gene expression analysis. These analyses uncovered intricate interrelationships between brain imaging markers and genetic biomarkers, providing novel insights into the neuropathological basis of SZ. In summary, our findings underscore the potential of graph neural networks applied to multimodal DTI data for enhancing SZ detection through an integrated analysis of neuroimaging and genetic features.
Humans
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Schizophrenia/pathology*
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Diffusion Tensor Imaging/methods*
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Male
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Female
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Adult
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Brain/metabolism*
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Young Adult
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Middle Aged
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White Matter/pathology*
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Gene Expression
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Nerve Net/diagnostic imaging*
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Graph Neural Networks
4.Extracellular Acidification Impairs Macrophage Lipophagy Through ASIC1/RIP1 Pathway
Juan LIU ; Xiang OU ; Qing LIU ; Miao GUO ; Zi-Ping NING ; Hong-Feng GU ; Ya-Ling TANG
Progress in Biochemistry and Biophysics 2024;51(1):202-214
ObjectiveOur recent study has demonstrated that extracellular acidification promotes lipid accumulation in macrophages via the activation of acid sensing ion channel 1 (ASIC1), but the underlying mechanism remains unclear. This study aims to explore the effect of extracellular acidification on macrophage lipophagy and the underlying mechanism. MethodsRAW264.7 macrophages were incubated with 25 mg/Lox-LDL in a pH 6.5 culture medium for 24 h to build macrophage-derived foam cell models induced by extracellular acidification. Then, RAW264.7 macrophages were cultured in the acidic medium of pH 6.5 with or without PcTx-1 (ASIC1 specific blocker, 10 μg/L) or Nec-1 (RIP1 specific inhibitor, 20 μmol/L) for 24 h, intracellular lipid accumulation was observed by oil red O staining. The expressions of total ASIC1, plasma membrane ASIC1, RIP1, p-RIP1 Ser166, TFEB, p-TFEB Ser142, LC3 and p62 were measured by Western blot. The co-localization of lipids (indicated by Bodipy) with LC3II (autophagosomes) and LAMP1 (lysosomes) was analyzed by a confocal laser scanning microscopy, respectively. Morphological changes of lipophagy in the cells were observed by using transmission electron microscopy. ABCA1-mediated cholesterol efflux was determined by cholesterol fluorescence kits. ResultsCompared with pH 7.4+ox-LDL group, the intracellular lipid accumulation in the pH 6.5+ox-LDL group was significantly increased. Meanwhile, the expressions of plasma membrane ASIC1, p-RIP1 Ser166, p-TFEB Ser142, and p62 proteins were elevated significantly, while LC3II protein level and LC3II/LC3I ratio were decreased. Accordingly, compared with pH 7.4+ox-LDL group, the macrophage lipophagy of the pH 6.5+ox-LDL group was inhibited as indicated by the decreased localization of lipid droplets with LC3 and LAMP1, a decrease in the number of lipophagosomes as well as an increase in lipid droplets. Furthermore, ATP binding cassette transporter A1 (ABCA1)-dependent cholesterol efflux from the macrophages of pH 6.5+ox-LDL group reduced dramatically. However, these above effects of extracellular acidification on RAW264.7 macrophages were abolished by PcTx-1 and Nec-1, respectively. ConclusionThese findings suggest extracellular acidification promotes the phosphorylation of TFEB at Ser142 via activating ASIC1/RIP1 pathway, thereby impeding lipophagy in RAW 264.7 macrophages, and that ASIC1 may be a new potential target for preventing aberrant lipid accumulation diseases including atherosclerosis.
5.Analysis on TCM Syndrome and Treatment Rule of Chronic Atrophic Gastritis Based on Data Mining
Xiaoxue GUO ; Ping WANG ; Jinghua LI ; Beihua ZHANG ; Fengyun WANG ; Xudong TANG
Chinese Journal of Information on Traditional Chinese Medicine 2024;31(4):38-43
Objective To analyze the TCM syndrome and treatment rule for the treatment of chronic atrophic gastritis based on data mining;To provide reference for its clinical treatment.Methods With the help of the big data platform of evidence-based literature of TCM covering several dominant diseases in the field of digestion,literature on the experience of famous doctors,theoretical discussion and case reports in the treatment of chronic atrophic gastritis published from 1 January 2000 to 31 July 2022 was retrieved.Medical records were screened according to the inclusion and exclusion criteria.The data of TCM disease names,clinical symptoms,tongue manifestation,pulse manifestation,TCM syndrome,TCM treatment method and other terms in medical records were standardized and statistically analyzed.Results Totally 169 articles were included,including 228 medical cases,involving 228 patients,with a cumulative number of 361 visits,with an average age of(53.17±11.11)years old,with the largest number of 50-60 years old.Chronic atrophic gastritis mostly belonged to the categories of"stomach pain"and"epigastric puffiness"in TCM,and its main symptoms were stomach pain,epigastric puffiness and belching.The common tongue manifestation include dark red tongue,white moss,thin or greasy moss.The common pulse manifestation included wiry slippery pulse,wiry thready pulse and wiry pulse.The high-frequency syndromes included liver-stomach qi stagnation syndrome,spleen-stomach dampness-heat syndrome,liver-qi stagnation and spleen-qi deficiency syndrome.The disease locations were mainly in the stomach,spleen and liver,and the syndrome elements were mainly qi deficiency,qi stagnation,blood stasis,dampness and heat,etc.The complex syndrome elements were more than the single syndrome elements,and the two syndrome elements of qi deficiency + qi stagnation was the most common.The most commonly used treatment methods were supplementing,regulating qi and regulating blood.Conclusion The treatment of chronic atrophic gastritis with TCM mostly focuses on the stomach,spleen and liver.The core syndrome elements are qi deficiency,qi stagnation,and blood stasis.The methods of nourishing qi and strengthening the spleen,soothing the liver and stomach,regulating qi and blood are often used.
6.Study on Down-regulation of Interleukin-1β Secretion by Inhibiting ABCC1/MRP1 Transporter
Yuan-Yuan CHEN ; Pei-Ting YING ; Wen-Wen WENG ; Mei-Xin FANG ; Jiang LI ; Ze-Bin LUO ; Ming JIA ; Xiao-Ping GUO ; Ling-Yan ZHANG ; Xiao-Jun XU ; Yong-Min TANG
Journal of Experimental Hematology 2024;32(3):911-919
Objective:To screen interleukin(IL)-1β secretion-related membrane transporters by macrophage experiment in vitro and conventional knockout mice.Methods:THP-1 cell line was differentiated to obtain human THP-1-derived macrophages,and the primary macrophages were obtained from human peripheral blood.FVB wild-type mice with the same sex and age were used as the controls of MRP1 knockout mice.The macrophages in abdominal cavity and bone marrow of mice were cultivated.The cells were treated with ABCC1/MRP1,ABCG2/BCRP,ABCB1/P-gp,OATP1B1,and MATE transporter inhibitors,then stimulated by lipopolysaccharide and adenosine triphosphate.The secretion level of IL-iβ was detected by ELISA,Western blot,and immunofluorescence.Results:After inhibiting ABCC1/MRP1 transporter,the secretion of IL-1β decreased significantly,while inhibition of the other 4 transporters had no effect.In animal experiment,the level of IL-1 β secreted by macrophages in bone marrow of MRP1 knockout mice was significantly lower than control group(P<0.05).Conclusion:ABCC1/MRP1 transporter is a newly discovered IL-1β secretion pathway,which is expected to become a new target for solving clinical problems such as cytokine release syndrome.
7.The therapeutic effect of Qingjie Huagong decoction on acute lung injury in rats with severe acute pancreatitis model and its mechanism
Min-Chao FENG ; Fang LUO ; Xi-Ping TANG ; Kai LI ; Xiao-Dong ZHU ; Bing-Yu ZHANG ; Guo-Zhong CHEN
Chinese Pharmacological Bulletin 2024;40(5):975-983
Aim To investigate the possible mechanism of action of Qingjie Huagong decoction(QJHGD)on acute lung injury(ALI)associated with severe acute pancreatitis(SAP)using network pharmacology,and to verify it by animal experiments.Methods The TC-MSP,BATMAN-TCM,ETCM,and SwissTargetPredic-tion databases were searched to obtain the action tar-gets of the blood-entering active ingredients of each drug in the QJHGD.The GeneCard database was searched to obtain SAP-ALI disease targets.The drug targets and disease targets were intersected to obtain common targets.Subsequently,the common targets were analyzed by STRING database and Cytoscape 3.7.1 software for protein interaction network analysis.GO and KEGG enrichment analysis was performed with the help of DAVID database.Finally,the key signa-ling pathways were verified by animal experiments.Results A total of 28 active ingredients were screened out for the treatment of SAP-ALI with 42 common tar-gets.PPI network analysis showed that STAT3,IL-6,and TGFB1 might be core targets;GO and KEGG en-richment analysis mainly involved cell proliferation,PI3K/AKT signaling pathways,etc.Animal experi-ments confirmed that QJHGD could improve the pathol-ogy of pancreas and lung tissues in SAP-ALI rat mod-el,down-regulate the expression levels of α-amylase,lipase,IL-1 β,IL-6,and TNF-α in serum,and down-regulate the expression levels of proteins and mRNAs related to PI3K/AKT1 signaling pathway in lung tis-sues.Conclusion QJHGD synergistically treats SAP-ALI through multi-component,multi-target,and multi-pathway,with a mechanism that may be related to the inhibition of PI3K/AKT signaling pathway activation.
8.Mechanism of Chaijin JieYu Anshen formula regulating synaptic plasticity of hippocampal neurons in insomnia-concomitant depression rats based on HDAC5/MEF2C pathway
Ting-Ting REN ; Yu-Hong WANG ; Ying-Juan TANG ; Song YANG ; Hai-Peng GUO ; Ting-Ting WANG ; Ying HE ; Ping LI ; Hong-Qing ZHAO ; Zi-Yang ZHOU ; Man-Shu ZOU
Chinese Pharmacological Bulletin 2024;40(7):1248-1257
Aim To investigate the mechanisms of Chaijin JieYu Anshen formula modulating the depres-sive behaviors and the synaptic plasticity of hippocam-pal neurons in insomnia-concomitant depression rats based on the histone deacetylase 5(HDAC5)/myocyte enhancer factor 2C(MEF2C)pathway.Methods A rat model of insomnia-concomitant depression was es-tablished by PCPA injection combined with chronic un-predictable mild stress(CUMS),and the experiment was divided into the control group,the model group,the high,medium and low dose group of Chaijin JieYu Anshen formula,and the positive drug group.The de-pression of rats was evaluated by sugar-water prefer-ence test,open field test and morris water maze.The levels of 5-hydroxytryptamine(5-HT)and dopamine(DA)in serum were measured by enzyme linked im-munosorbent assay(ELISA).The pathological damage of hippocampal neurons was observed by HE staining and Nissl staining.The damage of dendritic spines of hippocampal neurons was observed by Golgi staining,and the levels of HDAC5,MEF2C,postsynaptic densi-ty-95(PSD-95)and synaptophysin 1(SYN1)in hip-pocampus were measured by Western blot,immunohis-tochemistry and immunofluorescence.Results Com-pared with the model group,the Chaijin JieYu Anshen formula could increase the sugar-water preference rate of the model rats,reduce the immobility time in the open field experiment,increase the total activity dis-tance,shorten the evasion latency in the localization navigation experiment,and prolong the residence time in the quadrant where the platform was located in the space exploration experiment(P<0.05,P<0.01).Moreover,the Chaijin JieYu Anshen formula improved the hippocampal neuron and dendritic spine damage and increase the dendritic branch length and dendritic spine density of hippocampal neurons(P<0.01,P<0.01),restore the serum levels of 5-HT and DA in insomnia-concomitant depression rats(P<0.05,P<0.01),down-regulate the HDAC5 protein,and up-regulate the expression of MEF2C,PSD-95,and SYN1 protein(P<0.05,P<0.01 or P<0.001).Conclusions Chaijin JieYu Anshen formula may alle-viate the depression-like behavior of model rats by re-ducing the expression of HDAC5 protein,thus deregu-lating the inhibition of transcription factor MEF2C,promoting the expression of PSD-95 and SNY1 protein,and exerting a protective effect on hippocampal neurons and synapses.
9.Effect of Qingjie Huagong decoction on pancreatic necrotic apoptosis in rats with severe acute pancreatitis based on RIPK1/RIPK3/MLKL signaling pathway
Xiao-Dong ZHU ; Min-Chao FENG ; Kun-Rong LIU ; Ying BAN ; Xi-Ping TANG ; Guo-Zhong CHEN
Chinese Pharmacological Bulletin 2024;40(8):1489-1494
Aim To explore the therapeutic effect of Qingjie Huagong decoction in regulating RIPK1/RIPK3/MLKL signaling pathway on pancreatic necrotic apoptosis in rats with severe acute pancreatitis(SAP)and the underlying mechanism.Methods The SAP rat model was established by retrograde pancreaticobili-ary injection of sodium taurocholate,and the sham-op-eration group,the model group,the group with differ-ent dosages of Qingjie Huagong decoction and the posi-tive control group were set up respectively.The group with different dosages of Qingjie Huagong decoction was given low,medium and high dosages of traditional Chinese medicine in the gastric gavage,the positive control group was given ulinastatin drug intervention,and the sham-operation and the model group were giv-en physiological saline in the gastric gavage;HE stai-ning was applied to observe pancreatic pathology;ELISA was used to measure the serum levels of α-am-ylase,IL-1β,IL-6,and TNF-α;immunohistochemis-try and Western blot were employed to determine the RIPK1,RIPK3,MLKL protein expression in rat pan-creatic tissue;and qRT-PCR was utilized to detect the transcription levels of R1PK1,RIPK3 and MLKL mR-NA in rat pancreatic tissue.Results Compared with the sham-operated group,the model group showed dif-fuse necrosis of pancreatic acinar cells,obvious inter-lobular septal edema,inflammatory cell infiltration,significantly higher levels of α-amylase,IL-1β,IL-6,and TNF-α(P<0.01),and significantly higher ex-pression levels of RIPK1,RIPK3,and MLKL proteins and mRNAs(P<0.01)in the model group;com-pared with the model group,the Qingjie Huagong de-coction dose groups and positive control group signifi-cantly improved pancreatic histopathology,reduced pancreatic tissue necrosis and apoptosis,lowered the expression levels of α-amylase,IL-1 β,IL-6 and TNF-α(P<0.01),and reduced the expression levels of RIPK1,RIPK3,and MLKL proteins and mRNAs(P<0.01).Conclusions Qingjie Huagong decoction may improve the necrotic apoptosis of pancreatic tissue by regulating the RIPK1/RIPK3/MLKL signaling path-way,thus playing a role in protecting pancreatic tissue and slowing down the progression of the disease.
10.Study on Mechanism of Zuogui Jiangtang Jieyu Prescription in Modulating Dopamine Receptors to Ameliorate Neuroinflammation in Rats of Diabetes Mellitus Complicated with Depression
Ping LI ; Manshu ZOU ; Tingting WANG ; Haipeng GUO ; Tingting REN ; Yingxi LIU ; Yingjuan TANG ; Ying HE ; Yuhong WANG ; Yuanshan HAN
Chinese Journal of Information on Traditional Chinese Medicine 2024;31(12):112-119
Objective To explore the effect and related mechanism of Zuogui Jiangtang Jieyu Prescription on neuroinflammation of nucleus accumbens in rats with diabetes mellitus(DM)complicated with depression based on dopamine receptor.Methods DM,depression and DM complicated with depression models were respectively established through a combination of high-fat feeding and streptozotocin intraperitoneal injection,as well as chronic unpredictable mild stress+solitary cage feeding.The rats were divided into control group,depression group,DM group,DM complicated with depression group,positive group,D1R agonists group,D2/3R agonists group and Zuogui Jiangtang Jieyu Prescription group.Depression and learning and memory abilities in rats were assessed using open field experiments,forced swimming experiments and water maze experiments.Neuronal damage in nucleus accumbens was detected through HE and Nissl staining.Serum contents of 5-hydroxytryptamine(5-HT),dopamine(DA),interleukin(IL)-1β and IL-18 were detected by ELISA.The expressions of D1R,D2R,D3R and Iba1/NLRP3 in nucleus accumbens were detected by immunofluorescence.The protein expressions of D1R,D2R,D3R,NLRP3,ASC,Caspase-1 p20 and IL-1β in nucleus accumbens were detected by Western blot.Results Compared with the control group,the changes of fasting blood glucose(FBG)in rats of DM complicated with depression group significantly increased(P<0.01),the total distance and number of activities in the open field experiment,the time ratio of staying in the original platform quadrant and the number of times crossed the original platform in the water maze experiment significantly decreased(P<0.05,P<0.01),the forced swimming immobility time and the escape latency period in the water maze experiment were prolonged(P<0.05,P<0.01),the contents of serum 5-HT and DA significantly decreased(P<0.01),the contents of IL-1β and IL-18 significantly increased(P<0.05,P<0.01),neurons in the nucleus accumbens showed nuclear condensation,degeneration,and increased necrotic cells,with loss of Nissl bodies,the expressions of D1R,D2R and D3R were significantly decreased(P<0.01),while the expressions of NLRP3,ASC,Caspase-1 p20 and IL-1β protein significantly increased(P<0.05,P<0.01).Compared with the DM complicated with depression group,the changes of FBG significantly decreased in the Zuogui Jiangtang Jieyu Prescription group,learning and memory abilities were enhanced,depression-like behavior was improved,and the damage to neurons in the nucleus accumbens was reduced,the contents of serum 5-HT and DA significantly increased(P<0.01),the contents of IL-1β and IL-18 significantly decreased(P<0.01),the expressions of D1R,D2R and D3R in the nucleus accumbens increased(P<0.05,P<0.01),and the expressions of NLRP3,ASC,Caspase-1 p20 and IL-1β protein decreased(P<0.05,P<0.01).Conclusion The dopaminergic system dysfunction and neuroinflammation are the key mechanisms of DM complicated with depression.Zuogui Jiangtang Jieyu Prescription may improve neuroinflammation by regulating the dopamine receptor to inhibit the activation of microglial NLRP3 signaling in the nucleus accumbens.

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