Quercetin (Que) exhibits considerable therapeutic potential against pulmonary fibrosis (PF), but its clinical translation is hindered by poor aqueous solubility and low bioavailability. To address these limitations, we developed a highly biocompatible nanoplatform by encapsulating Que within ZIF-8 nanoparticles surface-modified with human serum albumin (HSA). The resulting Que@ZIF-8/HSA nanoparticles were synthesized via co-precipitation and subsequent surface modification. Comprehensive in vitro biocompatibility was verified across multiple lung cell lines. The therapeutic mechanism was investigated by analyzing M2 macrophage polarization, oxidative stress, and fibroblast activation in a macrophage-fibroblast co-culture system. The in vivo efficacy of the nanoplatform was subsequently validated in a bleomycin-induced PF mouse model using micro-CT, pulmonary function testing, and histopathological analysis. The Que@ZIF-8/HSA nanoparticles exhibited excellent colloidal stability and sustained drug release profiles with negligible systemic toxicity. Mechanistically, the nanoplatform significantly attenuated M2 macrophage polarization and mitigated oxidative damage. Notably, Que@ZIF-8/HSA-treated macrophages were found to restrict YAP nuclear translocation via NUAK1 inhibition in fibroblasts, thereby preventing the fibroblast-to-myofibroblast transition. These cellular changes translated into reduced collagen deposition and markedly improved respiratory function in vivo. Thus, Que@ZIF-8/HSA effectively disrupts the macrophage-fibroblast crosstalk through the NUAK1/YAP signaling axis, offering a potent, biocompatible microenvironment-responsive nanoplatform for Que delivery and the clinical management of PF.
The transplantation of human bone marrow mesenchymal stem cells (hMSCs) exhibits promising therapeutic effects in the treatment of myocardial infarction (MI), however, its clinical application is limited due to the low survival rate of the transplanted cells. Three-dimensional (3D) bioprinted tissue engineering patches have demonstrated efficacy as a delivery approach to enhance the viability and engraftment of stem cells. In this study, we have developed a novel hMSCs tissue-engineered patch equipped with a nano-slow-release system using 3D bioprinting technology. The patch is based on a matrix material consisting of methacrylated gelatin (GelMA) and chitosan nanoparticles loaded with vascular endothelial growth factor (VEGF), which possesses pro-angiogenic effects. The resulting patch demonstrated excellent compatibility with hMSCs and enabled stable, sustained VEGF release.In vivoresults showed that the patch significantly reduced cardiomyocyte apoptosis three days after MI, and improved cardiac function and myocardial fibrosis at 28 d post-surgery. These effects were closely associated with the patch's potent angiogenic properties and favorable stem cell survival. In conclusion, this study successfully developed a 3D-printed tissue engineering patch with strong potential for clinical application, offering a promising new approach for the treatment of MI.
Background Diminished ovarian reserve (DOR) is a major cause of infertility, often triggered by inflammation and oxidative stress. Pyroptosis, a form of programmed cell death, has been implicated in DOR pathogenesis. Itaconic acid (IA), an endogenous metabolite, is known for its anti-inflammatory and antioxidant properties. This study aimed to explore whether IA could alleviate lipopolysaccharide (LPS)-induced DOR in mice by inhibiting pyroptosis through the NRF2 pathway. Methods A DOR mouse model was established by administering LPS for 5 consecutive days, followed by IA treatment. Ovarian function was assessed by follicle count and hormone levels. Inflammatory markers, oxidative stress, and pyroptosis-related proteins were evaluated in both in vivo and in vitro models. The molecular mechanism was further investigated using inhibitors and molecular docking studies. Results IA significantly improved ovarian function in LPS-induced DOR mice by increasing the number of follicles and normalizing hormone levels. IA also reduced inflammation, oxidative stress, and pyroptosis, as evidenced by lower expression of NLRP3, cleaved-caspase-1, and N-GSDMD, while increasing NRF2 expression. In vitro, IA enhanced granulosa cell (GC) viability, reduced reactive oxygen species (ROS), and decreased pyroptosis in LPS-treated GCs. Additionally, the beneficial effects of IA were mediated via the NRF2 pathway, as NRF2 inhibition (ML385) reversed these improvements. Additionally, we identified GSDMD as a downstream target of IA, with inhibition of GSDMD ameliorating DOR progression and inflammatory responses. Conclusion IA alleviates LPS-induced DOR by reducing inflammation, oxidative stress, and pyroptosis through activation of the NRF2 signaling and direct inhibition of the GSDMD pathway. These findings suggest that IA may serve as a potential therapeutic agent for improving ovarian reserve and fertility.
Myocardial ischemia-reperfusion (MI/R) injury limits the therapeutic effects of revascularization in acute myocardial infarction. In this study, we investigated whether human SIRT3 (hSIRT3) and TIMP3 (hTIMP3) could achieve targeted delivery with the assist of cationic microbubbles (CMBs) and a synergistic protection effect on porcine MI/R myocardium. Firstly, CMBs carrying the hSIRT3 or hTIMP3 plasmids were used individually or synergistically for cardiac-targeted delivery in MI/R pigs. After 7 days of observation, hSIRT3 and hTIMP3 were mainly enriched in myocardium, especially in the infarction center, without additional increase in cTNI and pathological damage to non-cardiac organs. At the same time, hSIRT3 and hTIMP3 exerted a protective role against myocardial injury, as gene therapy significantly inhibited myocardial apoptosis, inflammation and oxidative damage. After 90 days of observation, hSIRT3 and hTIMP3 application exerted an inhibiting effect on development of heart failure, as the strategy significantly increased the density of vascular, and limited the myocardial fibrosis, area scar size, the decline of cardiac function. As expected, collaborative applications of hSIRT3 and hTIMP3 showed a better protective effect than hSIRT3 or hTIMP3 application alone. Collectively, hSIRT3 and hTIMP3 delivered with CMBs in heart could exert positive effect on myocardial protection after MI/R in pigs.
Dysfunctional mitochondria are a prominent feature of myocardial ischemic-reperfusion (I/R) injury, but the clinical translation is scarce. Congenital dysbolism methylmalonic acidemia causes fatal mitochondrial lesions and premature death. However, the biological impact of mitochondrial metabolite methylmalonic acid (MMA) in the pathogenesis of I/R and its translational relevance were unknown. MMA and relevant metabolites were measured in 3 independent human cohorts and animals. Cardiac Mmut-conditional knockout (endogenous MMA elevation) and exogenous MMA administration were conducted in mouse I/R model. The potential mechanism was explored through multiomics, chromatin immunoprecipitation, and site-directed mutagenesis assays. The translational value of targeting MMA metabolism was assessed in a porcine I/R model. Circulating MMA predicts myocardial injury or heart failure risk post-reperfusion, which outmatches its isomer succinate in humans. Both MMA and succinate were elevated in heart tissues of mice at the initial period post-I/R, while later, MMA maintained higher levels, but succinate rapidly decreased to baseline levels. Endogenous and exogenous MMA, not succinate, increased susceptibility to myocardial I/R injury and mitochondrial dyshomeostasis, including impaired mitochondrial bioenergetics, biogenesis, and renovation. Mechanistically, MMA elevation inhibited the deacetylase activity of SIRT1; thus, hyperacetylation of transcription factor CREBK309 blunted its binding to the BNIP3 promoter and inhibited BNIP3-mediated mitochondrial quality control. Adeno-associated virus 9-containing MMUT gene delivery ameliorated impaired MMA metabolism to improve mitochondrial quality and cardiac phenotypes in I/R pigs. This study revealed an unrecognized harmful effect of MMA on myocardial vulnerability distinct from its isomer succinate. Targeting MMA metabolism represents a promising strategy to optimize risk stratification and mitigate myocardial injury in patients with AMI. Compared with its well-known isomer succinate, the mitochondria-derived metabolite MMA is more robustly associated with myocardial injury post-reperfusion in both humans and animals. An increase in MMA but not succinate increased myocardial susceptibility and mitochondrial dysfunction under I/R conditions via inhibiting SIRT1/CREB/BNIP3-mediated mitochondrial quality control. In large animal experiments, promoting MMA metabolism through in vivo injection of AAV9-containing MMUT significantly mitigated the infarct size, mitochondrial dysfunction, and cardiac remodeling post-I/R. HF, heart failure; MI, myocardial infarction; CVD, cardiovascular disease.
Sepsis-induced cardiomyopathy (SICM) is a severe complication of sepsis, characterized by myocardial inflammation, oxidative stress, and cardiac dysfunction. Chlorogenic acid (CGA), a natural polyphenol with known anti-inflammatory and antioxidant properties, is abundant in many traditional medicinal plants used for cardiovascular and inflammatory disorders. However, its cardioprotective effects in SICM and the underlying mechanisms remain unclear. An in vivo cecal ligation and puncture (CLP) model was used to induce SICM in rats, followed by CGA treatment. Cardiac function and myocardial injury markers were assessed, while NLRP3 inflammasome activation and CaMKIIα involvement were investigated using molecular docking, gene overexpression, and site-directed mutagenesis. H9c2 cardiomyocytes were treated with lipopolysaccharide (LPS) and hypoxia/reoxygenation (H/R) to establish an in vitro SICM model. Mitochondrial function and pyroptosis were evaluated using oxygen consumption rate (OCR), extracellular acidification rate (ECAR), scanning electron microscopy (SEM), and key protein expression analysis. CGA improved cardiac function, reduced myocardial injury markers, and alleviated inflammation and fibrosis in SICM rats. CGA (25 μM) improved H9c2 cell viability in LPS + H/R-induced SICM by reducing LDH, CK-MB, and cTnT levels and suppressing inflammation, oxidative stress, and pyroptosis. It preserved mitochondrial function and cristae structure. Molecular docking and functional studies confirmed CGA binds to CaMKIIα and NLRP3, inhibiting inflammasome activation via the Ca2+/CaMKIIα pathway. Mutation of the GLU60 binding site abolished CGA's protective effects both in vitro and in vivo. CGA ameliorates SICM by suppressing NLRP3 inflammasome activation and pyroptosis through the Ca2+/CaMKIIα pathway. These findings offer new insights into CGA's cardioprotective effects and highlight its potential as a therapeutic agent for SICM.
Diabetic cardiomyopathy (DCM) is a cardiovascular complication with no known cure. In this study, we evaluated the combination of ultrasound -targeted microbubble destruction (UTMD) and cationic microbubbles (CMBs) for cardiac S-adenosyl homocysteine hydrolase (SAHH) gene transfection as potential DCM therapy. Models of high glucose/fat (HG/HF)-induced H9C2 cells and streptozotocin-induced DCM rats were established. Ultrasound -mediated SAHH delivery using CMBs was a safe and noninvasive approach for spatially localized drug administration both in vitro and in vivo. Notably, SAHH overexpression increased cell viability and antioxidative stress and inhibited apoptosis of HG/HF-induced H9C2 cells. Likewise, UTMD-mediated SAHH delivery attenuated apoptosis, oxidative stress, cardiac fibrosis, and myocardial dysfunction in DCM rats. Activation of the AMPK/FOXO3/SIRT3 signaling pathway may be a key mechanism mediating the role of SAHH in regulating myocardial injury. Thus, UTMD-mediated SAHH transfection may be an important advancement in cardiac gene therapy for restoring ventricular function after DCM.
Bone marrow mesenchymal stem cell (BMSC) transplantation is an effective treatment for ischemic heart disease, but its effectiveness is limited in aging populations due to decreased viability and injury resistance of autologous BMSCs. The purpose of this study was to compare the differences between platelet-rich plasma (PRP) derived from young and aged donors, and to investigate whether it is possible to enhance the viability of elderly human BMSCs (hBMSCs) using PRP, and to apply the rejuvenated hBMSCs for the treatment of ischemia. The key growth factors in PRP, including IGF-1, EGF, and PDGF-BB, were found to have significant differences between young and old individuals. Our results showed that PRP could enhance the proliferation, cloning, and rejuvenation of aged hBMSCs, with a superior effect observed when using PRP derived from younger donors. In the SD rat infarct model, the application of hBMSCs optimized with PRP resulted in a smaller infarct area compared to the control group (NC-Old). Specifically, the infarct area in the group treated with hBMSCs cultured with PRP from young donors (YPRP-Old) was smaller than that in the group treated with PRP from older donors (OPRP-Old). The survival rate of hBMSCs after transplantation, the number of neovascularization in the infarct area of SD rats and the recovery of cardiac function were all higher in the YPRP-Old group than the OPRP-Old group, and both groups were better than the group treated with aged hBMSCs alone. In conclusion, PRP may provide a new stem cell transplantation therapy option for ischemic diseases.
Large-dose melatonin treatment in animal experiments was hardly translated into humans, which may explain the dilemma that the protective effects against myocardial injury in animal have been challenged by clinical trials. Ultrasound-targeted microbubble destruction (UTMD) has been considered a promising drug and gene delivery system to the target tissue. We aim to investigate whether cardiac gene delivery of melatonin receptor mediated by UTMD technology optimizes the efficacy of clinically equivalent dose of melatonin in sepsis-induced cardiomyopathy. Melatonin and cardiac melatonin receptors in patients and rat models with lipopolysaccharide (LPS)- or cecal ligation and puncture (CLP)-induced sepsis were assessed. Rats received UTMD-mediated cardiac delivery of RORα/cationic microbubbles (CMBs) at 1, 3 and 5 days before CLP surgery. Echocardiography, histopathology and oxylipin metabolomics were assessed at 16–20 h after inducing fatal sepsis. We observed that patients with sepsis have lower serum melatonin than healthy controls, which was observed in the blood and hearts of Sprague–Dawley rat models with LPS- or CLP-induced sepsis. Notably, a mild dose (2.5 mg/kg) of intravenous melatonin did not substantially improve septic cardiomyopathy. We found decreased nuclear receptors RORα, not melatonin receptors MT1/2, under lethal sepsis that may weaken the potential benefits of a mild dose of melatonin treatment. In vivo, repeated UTMD-mediated cardiac delivery of RORα/CMBs exhibited favorable biosafety, efficiency and specificity, significantly strengthening the effects of a safe dose of melatonin on heart dysfunction and myocardial injury in septic rats. The cardiac delivery of RORα by UTMD technology and melatonin treatment improved mitochondrial dysfunction and oxylipin profiles, although there was no significant influence on systemic inflammation. These findings provide new insights to explain the suboptimal effect of melatonin use in clinic and potential solutions to overcome the challenges. UTMD technology may be a promisingly interdisciplinary pattern against sepsis-induced cardiomyopathy.
Pathological cardiac hypertrophy occurs in response to numerous increased afterload stimuli and precedes irreversible heart failure (HF). Therefore, therapies that ameliorate pathological cardiac hypertrophy are urgently required. Sirtuin 3 (Sirt3) is a main member of histone deacetylase class III and is a crucial anti-oxidative stress agent. Therapeutically enhancing the Sirt3 transfection efficiency in the heart would broaden the potential clinical application of Sirt3. Ultrasound-targeted microbubble destruction (UTMD) is a prospective, noninvasive, repeatable, and targeted gene delivery technique. In the present study, we explored the potential and safety of UTMD as a delivery tool for Sirt3 in hypertrophic heart tissues using adult male Bama miniature pigs. Pigs were subjected to ear vein delivery of human Sirt3 together with UTMD of cationic microbubbles (CMBs). Fluorescence imaging, western blotting, and quantitative real -time PCR revealed that the targeted destruction of ultrasonic CMBs in cardiac tissues greatly boosted Sirt3 delivery. Overexpression of Sirt3 ameliorated oxidative stress and partially improved the diastolic function and prevented the apoptosis and profibrotic response. Lastly, our data revealed that Sirt3 may regulate the potential transcription of catalase and MnSOD through Foxo3a. Combining the advantages of ultrasound CMBs with preclinical hypertrophy large animal models for gene delivery, we established a classical hypertrophy model as well as a strategy for the targeted delivery of genes to hypertrophic heart tissues. Since oxidative stress, fibrosis and apoptosis are indispensable in the evolution of cardiac hypertrophy and heart failure, our findings suggest that Sirt3 is a promising therapeutic option for these diseases.Statement of SignificancePathological cardiac hypertrophy is a central prepathology of heart failure and is seen to eventually pre-cede it. Feasible targets that may prevent or reverse disease progression are scarce and urgently needed. In this study, we developed surface-filled lipid octafluoropropane gas core cationic microbubbles that could target the release of human Sirt3 reactivating the endogenous Sirt3 in hypertrophic hearts and protect against oxidative stress in a pig model of cardiac hypertrophy induced by aortic banding. Sirt3-CMBs may enhance cardiac diastolic function and ameliorate fibrosis and apoptosis. Our work provides a classical cationic lipid-based, UTMD-mediated Sirt3 delivery system for the treatment of Sirt3 in patients with established cardiac hypertrophy, as well as a promising therapeutic target to combat pathological cardiac hypertrophy.(c) 2023 The Author(s). Published by Elsevier Ltd on behalf of Acta Materialia Inc. This is an open access article under the CC BY-NC-ND license ( http://creativecommons.org/licenses/by-nc-nd/4.0/ )
BACKGROUND:Compared with bone marrow mesenchymal stem cells (BMSCs), decidual mesenchymal stem cells (DMSCs) are easy to obtain and exhibit excellent angiogenic effects, but their role in cell transplantation after myocardial infarction (MI) remains unclear.METHODS:BMSCs and DMSCs were harvested from healthy donors. The effects of both cell types on angiogenesis were observed in vitro. Metabonomics analysis was performed to compare different metabolites and screen critical metabolic pathways. A murine model of acute myocardial infarction (AMI) was established, which was randomized into five groups (control, BMSC, DMSC, DMSC + ODCshRNA and BMSC + ODC consisting of 50 animals, equally divided into each group). The therapeutic effect of DMSCs on MI in rats was assessed based on neovascularization and cardiac remodeling.RESULTS:DMSCs exhibited a better angiogenic effect on human umbilical vein endothelial cells (HUVECs) than BMSCs in vitro. In addition, ornithine metabolism, which is associated with vascularization, was significantly increased in DMSCs. The transplantation of DMSCs in the rat MI model significantly enhanced angiogenesis of the infarct border area and improved cardiac remodeling and dysfunction postinfarction compared with BMSCs. Furthermore, inhibition of ornithine metabolism by silencing ornithine decarboxylase (ODC) in DMSCs partly abolished the benefits of DMSC transplantation.CONCLUSION:Compared with BMSCs, DMSCs exhibited better efficacy in improving revascularization and heart remodeling post-MI via the activation of ODC-associated ornithine metabolism.
Background. Homocysteine (Hcy) was implicated in oxidative stress and diabetes biologically. However, the clinical evidence on the link between Hcy level and diabetes is limited and controversial. This study is aimed at investigating the association of serum Hcy with all-cause and cardiovascular mortality in diabetic patients. Methods. Serum Hcy was measured among 2,286 adults with type 2 diabetes in NHANES 1999-2006. Cox proportional hazard regression was used to estimate hazard ratios (HR) and 95% CIs for the association of Hcy with all-cause and cause-specific mortality. Results. Over a median follow-up of 11.0 (interquartile range, 8.9-13.4) years, 952 of the 2286 patients with diabetes died, covering 269 (28.3%) cardiovascular deaths and 144 (15.2%) cancer deaths. Restricted cubic spline showed the linear relationship between Hcy and all-cause mortality risk. After multivariate adjustment, higher serum Hcy levels were independently associated with increased risk of all-cause and cardiovascular mortality. Compared with participants in the bottom tertile of Hcy, the multivariate-adjusted HRs and 95% CI for participants in the top quartile were 2.33 (1.64-3.30) for all-cause mortality ( p trend < 0.001 ), 2.24 (1.22-4.10) for CVD mortality ( p trend = 0.017 ), and 2.05 (0.90-4.69) for cancer mortality ( p trend = 0.096 ). The association with total mortality was especially stronger among patients with albuminuria. Serum Hcy significantly improved reclassification for 10-year mortality in diabetic patients (net reclassification index = 0.253 and integrated discrimination improvement = 0.011 ). Conclusions. Serum Hcy was associated with risks of all-cause and cardiovascular mortality in diabetic adults. Our results suggested that Hcy was a promising biomarker in risk stratification among diabetic patients.
Background Autologous stem cell therapy is a promising strategy for cardiovascular diseases including diabetic cardiomyopathy (DCM), but conclusions from clinical trials were compromised. We assumed that diabetes might induce the dysfunction of stem cells and thus limit its therapeutic effect. This study aimed to compare the effect of diabetes and nondiabetes-derived bone marrow mesenchymal stem cells (BMSCs) transplantation on DCM and explored the potential mechanism. Methods Rats with diabetes were induced using high-fat diets and streptozotocin (STZ) injection. BMSCs harvested from diabetic and nondiabetic rats were infused into DCM rats, and the effects on the heart were identified by echocardiography and histopathology. The inhibition or overexpression of SAHH in nondiabetic and diabetic BMSCs was used to confirm its key role in stem cell activity and cardiac therapy. Results Compared with normal BMSCs, the therapeutic effects of diabetic rat-derived stem cells on improving cardiac function and adverse remodeling were significantly attenuated. In vitro, diabetic BMSCs had lower cell viability and paracrine function than nondiabetic BMSCs. It was further found that diabetic BMSCs had obvious mitochondrial oxidative stress damage and S-adenosylhomocysteine (SAH) accumulation due to S-adenosylhomocysteine hydrolase (SAHH) deficiency. SAHH inhibition by adenosine dialdehyde (ADA) or shSAHH plasmid in normal BMSCs significantly reduced the favorable effects on endothelial cell proliferation and tube-forming capacity. In contrast, SAHH overexpression in diabetic BMSCs significantly improved cellular activity and paracrine function. Transplantation of BMSCs with SAHH overexpression improved cardiac adverse remodeling and angiogenesis. Activation of the Nrf2 signaling pathway may be one of the key mechanisms of SAHH-mediated improvement of stem cell viability and cardiac repair. Conclusions Diabetes leads to compromised bioactivity and repair capacity of BMSCs. Our study suggests that SAHH activation may improve the cardioprotective effect of autologous transplantation of diabetes-derived BMSCs on patients with DCM. Graphical abstract Diabetes induced the inhibition of S-adenosylhomocysteine (SAH) expression and aging phenotype in BMSCs and thus decreased the cell viability and paracrine function. Compared with normal BMSCs, the therapeutic effects of diabetic rat-derived BMSCs on improving cardiac function and adverse remodeling were significantly attenuated. SAHH overexpression in diabetic BMSCs significantly rescued cellular function partly via activating Nrf2/HO-1 signal. Transplantation of diabetic BMSCs with SAHH overexpression improved angiogenesis and cardiac adverse remodeling in rats.
Objective: Sorafenib resistance has been a major factor limiting its clinical use as a targeted drug in liver cancer. The present study aimed to investigate whether cryptotanshinone can enhance the sensitivity of liver cancer and reduce the resistance to sorafenib.Methods: Sorafenib-resistant cells were established based on HepG2 and Huh7 cell lines. And the anti-tumor effect of sorafenib combined with cryptotanshinone on the sorafenib-resistant cells was verified by MTT, colony formation, transwell assays and tumor growth xenograft model. Moreover, the effects of the combined treatment on the expression of phosphorylated (p)-STAT3, as well as epithelial mesenchymal transition (EMT) and apoptosis related proteins of cells were evaluated by western blot analysis. Results: It was identified that cryptotanshinone inhibited the viability of both HepG2 and Huh7 cells in a dose- and time-dependent manner, and decreased p-STAT3 expression rather than total STAT3 expression at a concentration of 40 μmol/L. In the sorafenib-resistant cells, sorafenib in combination with cryptotanshinone markedly inhibited cell viability, invasion and migration compared with sorafenib alone. In contrast, increased p-STAT3 level by colivelin led to the inhibition of the synergistic effect of cryptotanshinone and sorafenib not only on cell viability, but also on EMT and apoptosis, suggesting that cryptotanshinone and sorafenib may act by downregulating STAT3 signaling. Further, the inhibition of carcinogenicity effect was also verified in xenografted tumor models. Conclusion: The present results indicated that cryptotanshinone could synergize with sorafenib to inhibit the proliferative, invasive, and migratory abilities of sorafenib-resistant cells by downregulating STAT3 signaling.
Enhancer RNAs (eRNAs) are present specifically in tumors, where they affect the expression of eRNA-regulated genes (ERGs). Owing to this characteristic, ERGs were hypothesized to improve prognosis of overall survival in heterogeneous low-grade and intermediate-grade gliomas. This study aimed to construct and validate an ERG prognostic tool to facilitate clinical management, and offer more effective diagnostic and therapeutic biomarkers for glioma. Survival-related eRNAs were identified, and their ERGs were selected based on eRNA and target gene information. The ERG prognostic model was constructed and validated using internal and external validation cohorts. Finally, biological differences related to the ERG signature were analysed to explore the potential mechanisms influencing survival outcomes. Thirteen ERGs were identified and used to build an ERG risk signature, which included five super-enhancer RNA (seRNA)-regulated genes and five LGG-specific eRNA-regulated genes. The prognostic nomogram established based on combining the ERG score, age, and sex was evaluated by calibration curves, clinical utility, Harrell's concordance index (0.86; 95% CI: 0.83-0.90), and time-dependent receiver operator characteristic curves. We also explored potential immune-related mechanisms that might cause variation in survival. The established prognostic model displayed high validity and robustness. Several immune-related genes regulated by seRNAs or specific eRNAs were identified, indicating that these transcripts or their genes were potential targets for improving immunotherapeutic/therapeutic outcomes. The functions of an important specific eRNA-regulated gene (USP28) were validated in robust vitro experiments. In addition, the ERG risk signature was significantly associated with the immune microenvironment and other immune-related features.
Evidence has demonstrated that enhancer RNAs (eRNAs) play a vital role in the progression and prognosis of cancers, but few studies have focused on the prognostic ability of eRNA-regulated genes (eRGs) for hepatocellular carcinoma (HCC). Using gene expression profiles of HCC patients from the TCGA-LIHC and eRNA expression profiles from the enhancer RNA in cancers (eRic) data portal, we developed a novel and robust prognostic signature composed of 10 eRGs based on Lasso-penalized Cox regression analysis. According to the signature, HCC patients were stratified into high- and low-risk groups, which have been shown to have significant differences in tumor immune microenvironment, immune checkpoints, HLA-related genes, DNA damage repair-related genes, Gene-set variation analysis (GSVA), and the lower half-maximal inhibitory concentration (IC50) of Sorafenib. The prognostic nomogram combining the signature, age, and TNM stage had good predictive ability in the training set (TCGA-LIHC) with the concordance index (C-index) of 0.73 and the AUCs for 1-, 3-, and 5-year OS of 0.82, 0.77, 0.74, respectively. In external validation set (GSE14520), the nomogram also performed well with the C-index of 0.71 and the AUCs for 1-, 3-, and 5-year OS of 0.74, 0.77, 0.74, respectively. In addition, an important eRG (AKR1C3) was validated using two HCC cell lines (Huh7 and MHCC-LM3) in vitro, and the results demonstrated the overexpression of AKR1C3 is related to cell proliferation, migration, and invasion in HCC. Altogether, our eRGs signature and nomogram can predict prognosis accurately and conveniently, facilitate individualized treatment, and improve prognosis for HCC patients.
Background: Gliomas are the most malignant tumors of the nervous system. Even though their survival outcome is closely affected by immune-related genes (IRGs) in the tumor microenvironment (TME), the corresponding regulatory mechanism remains poorly characterized. Methods: Specific enhancer RNAs (eRNAs) can be found in tumors, where they control downstream genes. The present study aimed to identify eRNA-regulated IRGs, evaluate their influence on the TME, and use them to construct a novel prognostic model for gliomas. Results: Thirteen target genes (ADCYAP1R1, BMP2, BMPR1A, CD4, DDX17, ELN, FGF13, MAPT, PDIA2, PSMB8, PTPN6, SEMA6C, and SSTR5) were identified and integrated into a comprehensive risk signature, which distinguished two risk subclasses. Discrepancies between these subclasses were compared to explore potential mechanisms attributed to eRNA-regulated genes, including immune cell infiltration, clinicopathological features, survival outcomes, and chemotherapeutic drug sensitivity. Furthermore, the risk signature was used to construct a prognostic tool that was evaluated by calibration curve, clinical utility, Harrell’s concordance index (0.87; 95% CI: 0.84–0.90), and time-dependent receiver operator characteristic curves (AUCs: 0.93 and 0.89 at 3 and 5 years, respectively). The strong reliability and robustness of the established prognostic tool were validated in another independent cohort. Finally, potential subtypes were explored in patients with grade III tumors. Conclusion: Overall, eRNAs were associated with immune-related dysfunctions in the TME. Targeting of IRGs regulated by eRNAs could improve immunotherapeutic/therapeutic outcomes.
Background: Thymic epithelial tumors (TETs), originating from the thymic epithelial cells, are the most common primary neoplasms of the anterior mediastinum. Emerging evidence demonstrated that the competing endogenous RNAs (ceRNAs) exerted a crucial effect on tumor development. Hence, it is urgent to understand the regulatory mechanism of ceRNAs in TETs and its impact on tumor prognosis. Methods: TETs datasets were harvested from the UCSC Xena as the training cohort, followed by differentially expressed mRNAs (DEmRNAs), lncRNAs (DElncRNAs), and miRNAs (DEmiRNAs) at different pathologic type (A, AB, B, and TC) identified via DESeq2 package. clusterProfiler package was utilized to carry out gene ontology and Kyoto encyclopedia of genes and genomes functional analysis on the DEmRNAs. Subsequently, the lncRNA-miRNA-mRNA regulatory network was constructed to screen the key DEmRNAs. After the key DEmRNAs were verified in the external cohort from Gene Expression Omnibus database, their associated-ceRNAs modules were used to perform the K-M and Cox regression analysis to build a prognostic significance for TETs. Lastly, the feasibility of the prognostic significance was validated by receiver operating characteristic (ROC) curves and the area under the curve. Results: Finally, a total of 463 DEmRNAs, 87 DElncRNAs, and 20 DEmiRNAs were obtained from the intersection of differentially expressed genes in different pathological types of TETs. Functional enrichment analysis showed that the DEmRNAs were closely related to cell proliferation and tumor development. After lncRNA-miRNA-mRNA network construction and external cohort validation, a total of 4 DEmRNAs DOCK11, MCAM, MYO10, and WASF3 were identified and their associated-ceRNA modules were significantly associated with prognosis, which contained 3 lncRNAs (lncRNA LINC00665, lncRNA NR2F1-AS1, and lncRNA RP11-285A1.1), 4 mRNAs (DOCK11, MCAM, MYO10, and WASF3), and 4 miRNAs (hsa-mir-143, hsa-mir-141, hsa-mir-140, and hsa-mir-3199). Meanwhile, ROC curves verified the accuracy of prediction ability of the screened ceRNA modules for prognosis of TETs. Conclusion: Our study revealed that ceRNAs modules might exert a crucial role in the progression of TETs. The mRNA associated-ceRNA modules could effectively predict the prognosis of TETs, which might be the potential prognostic and therapeutic markers for TETs patients.
Background: Less attention has been paid to predictive models using exercise and blood lead levels to screen for depression risk in the general population. Methods: Data were collected from the National Health and Nutrition Examination Survey 2007-2014. Nomogram was developed based on the results of logistic regression. Stratified analysis was performed to find the association between physical activity, blood lead and risk of depression. Outcomes: The positive rate of detecting depression among participants in the training and validation cohorts was 1154 (19·4%) and 855 (21·3%). Age, marital status, race, income, sleep duration, hypertension, physical activity, and blood lead were used to develop a nomogram for depression risk assessment. The nomogram showed good discrimination ability, with a bootstrap-corrected C index of 0·68 (95% CI, 0·67-0·70), and an externally validated C index of 0·66 (95% CI, 0 64-0·68) respectively, and had well-fitted calibration curves. As the risk of depression increased, the blood lead ratio gradually increased at Q4 levels and decreased at Q1; the proportion of sedentary gradually increased, while other physical activity gradually decreased. Interpretation: The developed nomogram provides a useful tool for the screening, assessment and treatment of depression in populations. The study also highlights the association between sedentary, high blood lead and the risk of developing depression, and recommends that hypertension with sleep disorders reduce all forms of exercise. Funding Information: This work was supported by funds from the National Science Foundation for Young Scientists of China (grant number 81502889) and the National Natural Science Foundation of China (grant number 82073666 and grant number 71473063). Declaration of Interests: The authors have no conflicts of interest to declare. Ethics Approval Statement: NHANES studies are approved by the local institutional review board. Survey participants are asked to sign written consent. See the NHANES website (www.cdc.gov/nchs/nhanes.htm) for further details.
Background: Serum uric acid (UA) is involved in the development of hypertension. However, its impact on mortality in hypertension remains unclear. We aimed to assess the association of cardiovascular and all-cause mortality with UA in a hypertensive population. Material/Methods: This study included 15 583 hypertensive patients from the NHANES study during 1999-2014. Weighted Cox regression analyses and cubic spline fitting were used to assess the relationship between UA and mortality risk. Results: Over a median follow-up of 7.4 years (116 351 person-years), a total of 3291 deaths occurred. Mortality was examined according to 5 predefined UA levels: 5.3.5, <= 3.5-5, 5-6, 6-7.5, and >7.5 mg/dL. In multivariable analysis with 5-6 mid as a reference, the hazard ratios (95% confidence interval) of total mortality across the 5 groups were 1.40 (1.05-1.88), 1.08 (0.95-1.21), 1.00 (reference), 1.14 (1.02-1.29), and 1.74 (1.50-2.02), respectively. According to a restricted cubic spline, we noted a U-shaped relationship between UA and total mortality. The U-shaped relationship between UA and cardiovascular mortality remained in both females and males. The increased cardiovascular mortality in the lowest and highest UA groups was attributed to stroke and heart-specific mortality, respectively. However, serum UA was not significantly associated with cancer mortality. Conclusions: Our findings showed a U-shaped relationship between serum UA levels and total and cardiovascular mortality in patients with hypertension. Furthermore, low UA was associated with stroke mortality, while higher UA was associated with heart-related mortality. Further research is needed to identify the potential mechanisms of UA in hypertension.