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RNA-Seq analysis reveals critical transcriptome changes by sodium butyrate in DN mouse model

ABSTRACT: Diabetic nephropathy (DN) as a common complication of diabetes is the primary cause of end-stage renal disease. Sodium butyrate (NaB) is a short chain fatty acid in the metabolic products of intestinal bacterium, and its kidney protective effect has been reported in DN. However, its underlying mechanism remains unclear. The aim of the present study was to investigate the effect of NaB on globe transcriptome changes in DN. In our study, eight-week-male db/db mice which were established DN mice were randomly divided into two groups: the DN+NaB group (DN mice treated with NaB, 5g/kg/day) and the DN group (DN mice treated with saline). Also, the normal db/m mice were used as NC group. Further, blood glucose, body weight, urinary microalbumin and urinary creatinine of mice were measured in three groups. Whole-transcriptome analysis was performed by RNA sequencing (RNA-Seq) to evaluate profiling of lncRNAs and messenger RNAs (mRNAs). Bioinformatic analysis was performed to predict the potential NaB-related lncRNAs and genes in DN. The expressions of lncRNAs and mRNAs were tested by quantitative real-time polymerase chain reaction (qRT-PCR) in renal tissues and mesangial cells treated with NaB. The results of the present study demonstrated that NaB ameliorated renal dysfunction in DN mice. Moreover, RNA-Seq results identified that 17 lncRNAs and 180 mRNAs reversely changed in DN+NaB group when compared with those in DN group. Additionally, the integrated co-expression networks of NaB-related lncRNAs revealed these lncRNAs interacted with 155 key mRNAs. The co-expression networks of mRNAs associated to immune response, antigen processing and presentation and acute inflammatory response to antigenic stimulus. The qRT-PCR data showed that eight mRNAs and seven lncRNAs were dysexpressed by NaB in DN mice and mesangial cell under high glucose condition. Furthermore, the co-expression network of inflammation related lncRNAs and mRNAs demonstrated that those 17 reversed lncRNAs and 37 mRNAs also play essential roles in inflammatory response. In summary, the present study suggests that NaB ameliorates diabetes induced renal dysfunction and regulates transcriptome changes in DN. NaB related lncRNA-mRNA may play roles in the protective effect of NaB in DN.

ORGANISM(S): Mus musculus

PROVIDER: GSE151325 | GEO | 2023/05/27

REPOSITORIES: GEO

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Project description:Background: Diabetic kidney disease (DKD) is the leading cause of end-stage renal disease worldwide with limited treatment options. The intricate pathogenesis of dysregulated lipid metabolism leading to the development of DKD remains obscure. Lipophagy, which refers to the autophagic degradation of intracellular lipid droplets, has been found to be impaired in DKD, resulting in renal tubule dysfunction and ectopic lipid deposition (ELD). The lipotoxity in renal tubules is closely related to the pathogenesis of DKD. Therefore, it is crucial to develop effective and safe agents that can restore autophagic flux and lipophagy in renal tubules for potential preventive interventions. Purpose: This study seeks to investigate the preventive effect of sodium butyrate (NaB) on ELD in the progression of DKD and elucidate the underlying mechanisms involved.Methods: The beneficial effects of NaB were investigated in glucolipotoxicity (GLT)-stimulated HK-2 cells and the streptozotocin (STZ) injection combined with a high-fat diet induced DKD model mice. Additionally, we managed to silence transcription factor EB (TFEB) in HK-2 cells and establish the renal specific silence model by retrograde ureteral infusion of AAV9-shTFEB in mice. We investigated the expression profile of RNAs in HK-2 cells through. The mechanism of NaB is demonstrated by RNA sequencing (RNA-seq), pulldown MS assay, SPR experiments etc.Results: Our findings revealed that serum butyrate level is reduced in DKD patients and is statistically correlated with urinary protein excretion and eGFR. Sodium butyrate (NaB) dose-dependently improved lipid deposition in HK-2 cells and renal tubular epithelial cells of DKD model mice. This effect may be attributed to the promotion of TFEB dephosphorylation, as NaB can directly interact with PPP2R1A to activate PP2A phosphorylation activity. Therefore, NaB may play a role in improving renal lipid deposition in DKD through the PP2A-TFEB pathway. Conclusion: NaB acts as a PP2A-TFEB axis activator that restores lipophagy to ameliorate ELD and renal dysfunction in DKD.

Project description:Validation of predicted gene expression of human mesangial cells after 24h Tacrolimus stimulus Objective: To evaluate tacrolimus as therapeutic option for diabetic nephropathy (DN) based on molecular profile and network-based molecular model comparisons. Materials and Methods: We generated molecular models representing pathophysiological mechanisms of DN and tacrolimus mechanism of action (MoA) based on literature derived data and transcriptomics datasets. Shared enriched molecular pathways were identified based on both model datasets. A newly generated transcriptomics dataset studying the effect of tacrolimus on mesangial cells in vitro was added to identify mechanisms in DN pathophysiology. We searched for features in interference between the DN molecular model and the tacrolimus MoA molecular model already holding annotation evidence as diagnostic or prognostic biomarker in the context of DN. Results: Thirty nine molecular features were shared between the DN molecular model, holding 252 molecular features and the tacrolimus MoA molecular model, holding 209 molecular features, with six additional molecular features affected by tacrolimus in mesangial cells. Significantly affected molecular pathways by both molecular model sets included cytokine-cytokine receptor interactions, adherens junctions, TGF-beta signaling, MAPK signaling, and calcium signaling. Molecular features involved in inflammation and immune response contributing to DN progression were significantly downregulated by tacrolimus (e.g. the tumor necrosis factor alpha (TNF), interleukin 4, or interleukin 10). On the other hand, pro-fibrotic stimuli being detrimental to renal function were induced by tacrolimus like the transforming growth factor beta 1 (TGFB1), endothelin 1 (EDN1), or type IV collagen alpha 1 (COL4A1). Conclusion: Patients with DN and elevated TNF levels might benefit from tacrolimus treatment regarding maintaining GFR and reducing inflammation. TGFB1 and EDN1 are proposed as monitoring markers to assess degree of renal damage. Next to this stratification approach, the use of drug combinations consisting of tacrolimus in addition to ACE inhibitors, angiotensin receptor blockers, TGFB1- or EDN1-receptor antagonists might warrant further studies. comparison of gene expression of human mesangial cells after 24h Tacrolimus vs. Ctrl; 4 independent experiments were conducted (4xTacrolimus 24h and 4x ctrl. 24h with Drug solvent (DMSO))

Project description:Purpose: Our study clarifies the mechanism of Huangqi decoction (HQD) against DKD in diabetic db/db mice. Methods: Eight-week-old male diabetic db/db mice were randomly divided into four groups: Model (1% CMC), HQD-L (0.12 g/kg), HQD-M (0.36 g/kg), and HQD-H (1.08 g/kg) groups. Non-diabetic db/m mice were used as a control group. These mice received HQD treatment for 8 weeks continuously. After 8 weeks of feeding, kidneys were harvested to observe the kidney function, pathological changes, micro-assay study, and the protein expression levels. Results: HQD treatment improved the albumin/creatine ratio (ACR) and 24 h urinary albumin, prevented the pathological phenotypes of increased glomerular volume, widened mesangial areas, the proliferation of mesangial matrix, the disappearance of foot processes, the decreased expression of nephrin and the number of podocytes. The expression profile chips were assessed to reveal the global transcriptional response and predict related functions, diseases and pathways. To verify this, we found that HQD treatment activated the protein expressions of BMP1, BMP7, BMPR2, and active-Rap1 and inhibited Smad1 and phospho-ERK. In addition, HQD could improve lipid deposition in the kidneys of db/db mice. Conclusion: HQD prevents the progression of DKD in db/db mice by regulating the transcription of BMPs and their downstream target genes, inhibiting the phosphorylation of ERK and Smad1 by promoting the binding of Rap1 to GTP and regulating the lipid metabolism dysfunction. These provide a new idea for the treatment of DKD. Overall, HQD had a significant protective effect against DKD. This may be related to the fact that HQD promotes the transcription of BMPs and their downstream target genes by upregulating BMPR-II and regulates the phosphorylation of ERK and Smad by promoting the binding of Rap1 to GTP. In addition, HQD also has a noticeable role in regulating lipid metabolism dysfunction in DKD, which provides a new idea for future research on HQD.

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RNA-Seq analysis reveals critical transcriptome changes by sodium butyrate in DN mouse model

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