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1.
J Cancer ; 15(13): 4175-4196, 2024.
Article in English | MEDLINE | ID: mdl-38947396

ABSTRACT

Background: Metabolic reprogramming plays a crucial role in the development of colorectal cancer (CRC), influencing tumor heterogeneity, the tumor microenvironment, and metastasis. While the interaction between metabolism and CRC is critical for developing personalized treatments, gaps remain in understanding how tumor cell metabolism affects prognosis. Our study introduces novel insights by integrating single-cell and bulk transcriptome analyses to explore the metabolic landscape within CRC cells and its mechanisms influencing disease progression. This approach allows us to uncover metabolic heterogeneity and identify specific metabolic genes impacting metastasis, which have not been thoroughly examined in previous studies. Methods: We sourced microarray and single-cell RNA sequencing datasets from the Gene Expression Omnibus (GEO) and bulk sequencing data for CRC from The Cancer Genome Atlas (TCGA). We employed Gene Set Variation Analysis (GSVA) to assess metabolic pathway activity, consensus clustering to identify CRC-specific transcriptome subtypes in bulkseq, and rigorous quality controls, including the exclusion of cells with high mitochondrial gene expression in scRNA seq. Advanced analyses such as AUCcell, infercnvCNV, Non-negative Matrix Factorization (NMF), and CytoTRACE were utilized to dissect the cellular landscape and evaluate pathway activities and tumor cell stemness. The hdWGCNA algorithm helped identify prognosis-related hub genes, integrating these findings using a random forest machine learning model. Results: Kaplan-Meier survival curves identified 21 significant metabolic pathways linked to prognosis, with consensus clustering defining three CRC subtypes (C3, C2, C1) based on metabolic activity, which correlated with distinct clinical outcomes. The metabolic activity of the 13 cell subpopulations, particularly the epithelial cell subpopulation with active metabolic levels, was evaluated using AUCcell in scRNA seq. To further analyze tumor cells using infercnv, NMF disaggregated these cells into 10 cellular subpopulations. Among these, the C2 subpopulation exhibited higher stemness and tended to have a poorer prognosis compared to C6 and C0. Conversely, the C8, C3, and C1 subpopulations demonstrated a higher level of the five metabolic pathways, and the C3 and C8 subpopulations tended to have a more favorable prognosis. hdWGCNA identified 20 modules, from which we selected modules primarily expressed in high metabolic tumor subgroups and highly correlated with clinical information, including blue and cyan. By applying variable downscaling of RF to a total of 50 hub genes, seven gene signatures were obtained. Furthermore, molecules that were validated to be protective in GEO were screened alongside related molecules, resulting in the identification of prognostically relevant molecules such as UQCRFS1 and GRSF1. Additionally, the expression of GRSF1 was examined in colon cancer cell lines using qPCR and phenotypically verified by in vitro experiments. Conclusion: Our findings emphasize that high activity in specific metabolic pathways, including pyruvate metabolism and the tricarboxylic acid cycle, correlates with improved colon cancer outcomes, presenting new avenues for metabolic-based therapies. The identification of hub genes like GRSF1 and UQCRFS1 and their link to favorable metabolic profiles offers novel insights into tumor neovascularization and metastasis, with significant clinical implications for targeting metabolic pathways in CRC therapy.

2.
Int Immunopharmacol ; 125(Pt A): 111131, 2023 Dec.
Article in English | MEDLINE | ID: mdl-38149572

ABSTRACT

BACKGROUND: Previous study found that supplements with active vitamin D3 alleviated experimental colitis. The objective of this study was to investigate the possible role of 3-hydroxy-3-methylglutaryl-CoA synthase 2 (HMGCS2), a ketone synthase, on vitamin D3 protecting against experimental colitis. METHODS: HMGCS2 and vitamin D receptor (VDR) were measured in UC patients. The effects of vitamin D deficiency (VDD) and exogenous 1,25(OH)2D3 supplementation on experimental colitis were investigated in dextran sulfate sodium (DSS)-treated mice. DSS-induced oxidative stress and inflammation were analyzed in HT-29 cells. HMGCS2 was detected in 1,25(OH)2D3-pretreated HT-29 cells and mouse intestines. HMGCS2 was silenced to investigate the role of HMGCS2 in 1,25(OH)2D3 protecting against experimental colitis. RESULTS: Intestinal HMGCS2 downregulation was positively correlated with VDR reduction in UC patients. The in vivo experiments showed that VDD exacerbated DSS-induced colitis. By contrast, 1,25(OH)2D3 supplementation ameliorated DSS-induced colon damage, oxidative stress and inflammation. HMGCS2 was up-regulated after 1,25(OH)2D3 supplementation both in vivo and in vitro. Transfection with HMGCS2-siRNA inhibited antioxidant and anti-inflammatory effects of 1,25(OH)2D3 in DSS-treated HT-29 cells. CONCLUSION: 1,25(OH)2D3 supplementation up-regulates HMGCS2, which is responsible for 1,25(OH)2D3-mediated protection against oxidative stress and inflammation in DSS-induced colitis. These findings provide a potential therapeutic strategy for alleviating colitis-associated oxidative stress and inflammation.


Subject(s)
Colitis , Humans , Mice , Animals , Colitis/chemically induced , Colitis/drug therapy , Colitis/prevention & control , Inflammation/drug therapy , Receptors, Calcitriol/genetics , Receptors, Calcitriol/metabolism , Cholecalciferol/therapeutic use , Oxidative Stress , Dextran Sulfate/pharmacology , Mice, Inbred C57BL , Hydroxymethylglutaryl-CoA Synthase
3.
Mediators Inflamm ; 2023: 4373840, 2023.
Article in English | MEDLINE | ID: mdl-38633005

ABSTRACT

Ulcerative colitis (UC) is an inflammatory bowel disease of unknown cause that typically affects the colon and rectum. Innate intestinal immunity, including macrophages, plays a significant role in the pathological development of UC. Using the CIBERSORT algorithm, we observed elevated levels of 22 types of immune cell infiltrates, as well as increased M1 and decreased M2 macrophages in UC compared to normal colonic mucosa. Weighted gene coexpression network analysis (WGCNA) was used to identify modules associated with macrophages and UC, resulting in the identification of 52 macrophage-related genes (MRGs) that were enriched in macrophages at single-cell resolution. Consensus clustering based on these 52 MRGs divided the integrated UC cohorts into three subtypes. Machine learning algorithms were used to identify ectonucleotide pyrophosphatase/phosphodiesterase 1 (ENPP1), sodium- and chloride-dependent neutral and basic amino acid transporter B(0+) (SLC6A14), and 3-hydroxy-3-methylglutaryl-CoA synthase 2 (HMGCS2) in the training set, and their diagnostic value was validated in independent validation sets. Gene set enrichment analysis (GSEA) and gene set variation analysis (GSVA) revealed the main biological effects, and that interleukin-17 was one of several signaling pathways enriched by the three genes. We also constructed a competitive endogenous RNA (CeRNA) network reflecting a potential posttranscriptional regulatory mechanism. Expression of diagnostic markers was validated in vivo and in biospecimens, and our immunohistochemistry (IHC) results confirmed that HMGCS2 gradually decreased during the transformation of UC to colorectal cancer. In conclusion, ENPP1, SLC6A14, and HMGCS2 are associated with macrophages and the progression of UC pathogenesis and have good diagnostic value for patients with UC.


Subject(s)
Colitis, Ulcerative , Humans , Colitis, Ulcerative/pathology , Rectum/pathology , Macrophages/metabolism , Intestinal Mucosa/metabolism
4.
Front Endocrinol (Lausanne) ; 13: 967769, 2022.
Article in English | MEDLINE | ID: mdl-36034424

ABSTRACT

Gouty arthritis is a common inflammatory disease. The condition is triggered by a disorder of uric acid metabolism, which causes urate deposition and gout flares. MicroRNAs are a class of conserved small non-coding RNAs that bind to the 3' untranslated region (UTR) of mRNA and regulate the expression of a variety of proteins at the post-transcriptional level. In recent years, attention has been focused on the role of miRNAs in various inflammatory diseases, including gouty arthritis. It is thought that miRNAs may regulate immune function and inflammatory responses, thereby influencing the onset and progression of the disease. This article mainly reviewed the roles of miRNAs in the pathogenesis of gouty arthritis and prospected their potential as diagnostic and prognostic relevant biomarkers and as possible therapeutic targets.


Subject(s)
Arthritis, Gouty , Gout , MicroRNAs , Humans , Uric Acid
5.
Front Pharmacol ; 13: 863750, 2022.
Article in English | MEDLINE | ID: mdl-35517787

ABSTRACT

Background: Although many genes related to epithelial-mesenchymal transition (EMT) have been explored in hepatocellular carcinoma (HCC), their prognostic significance still needs further analysis. Methods: Differentially expressed EMT-related genes were obtained through the integrated analysis of 4 Gene expression omnibus (GEO) datasets. The univariate Cox regression and Lasso Cox regression models are utilized to determine the EMT-related gene signature. Based on the results of multivariate Cox regression, a predictive nomogram is established. Time-dependent ROC curve and calibration curve are used to show the distinguishing ability and consistency of the nomogram. Finally, we explored the correlation between EMT risk score and immune immunity. Results: We identified a nine EMT-related gene signature to predict the survival outcome of HCC patients. Based on the EMT risk score's median, HCC patients in each dataset were divided into high and low-risk groups. The survival outcomes of HCC patients in the high-risk group were significantly worse than those in the low-risk group. The prediction nomogram based on the EMT risk score has better distinguishing ability and consistency. High EMT risk score was related to immune infiltration. Conclusion: The nomogram based on the EMT risk score can reliably predict the survival outcome of HCC patients, thereby providing benefits for medical decisions.

6.
J Cancer ; 13(3): 847-857, 2022.
Article in English | MEDLINE | ID: mdl-35154453

ABSTRACT

Colorectal cancer (CRC) is a malignant disease that is a serious threat to human health. Rutaecarpine (RUT) is an important bioactive alkaloid of Evodia rutaecarpa. According to previous studies, RUT suppressed the proliferation of several human tumors. However, its role in colorectal tumorigenesis remained unknown. The aim of the present study was to determine the functions of RUT in CRC. Here, we have demonstrated that RUT inhibited the proliferation, migration and invasion of CRC cells in vitro. Further, RUT was found to induce the apoptosis of CRC cells. Mechanistically, RUT decreased the phosphorylation levels of NF-κB and STAT3. Moreover, treatment with RUT upregulated the expression of cleaved-Caspase3 and downregulated the expression of Bcl-2 in CRC. In addition, our findings suggested that RUT inhibited the growth and lung metastasis of CRC Cells in vivo. Based on immunofluorescence analysis, the expression of Ki67 was downregulated while that of cleaved-Caspase3 was upregulated in RUT-treated tumors compared with control-treated tumors. Taken together, our findings indicate that RUT can inhibit the proliferation and migration of CRC cells, and induce the apoptosis of CRC cells by inactivating NF-κB/STAT3 signaling. Our study highlights the potential clinical application of RUT for the treatment of CRC.

7.
Cell Death Discov ; 7(1): 397, 2021 Dec 20.
Article in English | MEDLINE | ID: mdl-34930917

ABSTRACT

Aging disrupts the maintenance of liver homeostasis, which impairs hepatocyte regeneration and aggravates acute liver injury (ALI), ultimately leading to the development of acute liver failure (ALF), a systemic inflammatory response, and even death. Macrophages influence the progression and outcome of ALI through the innate immune system. However, it is still unclear how macrophages regulate ALI during aging. The variation in macrophage autophagy with aging and the influence on macrophage polarization and cytokine release were assessed in BMDMs in vitro. Then, after BMDMs subjected to several treatments were intravenously or intraperitoneally injected into mice, thioacetamide (TAA)-induced ALI (TAA-ALI) was established, and its effects on inflammation, injury, and mortality were assessed. We found that aging aggravated the liver injury, along with increases in the levels of proinflammatory mediators, presenting a senescence-associated secretory phenotype (SASP), which promoted macrophage polarization to the M1 phenotype. In addition, autophagy levels decreased significantly in aged mice, which was ascribed to ATG5 repression during aging. Notably, enhancing autophagy levels in aged BMDMs restored macrophage polarization to that observed under young conditions. Finally, autophagy restoration in aged BMDMs enhanced the protective effect against TAA-ALI, similar to M2 macrophages induced by IL-4. Overall, we demonstrated that the influence of aging on macrophage polarization is an important aggravating factor in TAA-ALI, and the autophagy in macrophages is associated with the aging phenotype.

8.
Int J Biol Sci ; 17(14): 4036-4046, 2021.
Article in English | MEDLINE | ID: mdl-34671218

ABSTRACT

p38γ is a member of the p38 Mitogen Activated Protein Kinases (p38 MAPKs). It contains four subtypes in mammalian cells encoded by different genes including p38α (MAPK14), p38ß (MAPK11), p38γ (MAPK12), and p38δ (MAPK13). Recent studies revealed that p38γ may exhibit a crucial role in tumorigenesis and cancer aggressiveness. Despite the large number of published literatures, further researches are demanded to clarify its role in cancer development, the tissue-specific function and associated novel treatment strategies. In this article, we provide the latest view on the connection between p38γ and malignant tumors, highlighting the function of p38γ. The clinical value of p38γ is also discussed, helping the translation into the remarkable therapeutic strategy in tumor diseases.


Subject(s)
Isoenzymes/metabolism , Neoplasms/enzymology , p38 Mitogen-Activated Protein Kinases/metabolism , Carcinogenesis , Humans
9.
Life Sci ; 119(1-2): 28-33, 2014 Dec 05.
Article in English | MEDLINE | ID: mdl-25445223

ABSTRACT

AIMS: The aim of this study is to understand the underlying mechanisms regulating the adverse effect of diarrhea caused by epidermal growth factor receptor tyrosine kinase inhibitors (EGFR-TKIs). MAIN METHODS: We comparatively examined the effects of two EGFR-TKIs, gefitinib and icotinib, on intestinal epithelial cells (IEC-6). Cell proliferation was measured using MTT analysis. Expression of multiple cytokines was assayed by real-time PCR. Cell cycle and apoptosis of IEC were evaluated using flow cytometry. Protein levels were determined by Western blot. KEY FINDINGS: These two EGFR-TKIs exerted cytotoxicity to inhibit proliferation and induce apoptosis in IEC-6 cells. These effects are due to the ability of these EGFR-TKIs to cause cell cycle arrest at G0/G1 by regulating the expression of cyclin D1 and p27. In addition, gefitinib and icotinib significantly suppressed the levels of cell adhesion molecules while increasing the expression of the proinflammatory cytokines interleukin (IL)-6 and IL-25. Finally, these EGFR-TKIs triggered an endoplasmic reticulum (ER) stress response, characterized by the activation of the RNA dependent protein kinase-like ER kinase (PERK) pathway and the transcriptional induction of XBP-1 signaling, resulting in ER-mediated cell death. Moreover, gefitinib exerted more cytotoxicity than icotinib on IEC-6 cells. SIGNIFICANCE: Because diarrhea is a common adverse event occurring in patients receiving small-molecular EGFR-TKI chemotherapy, the results of this study are clinically significant. The finding that icotinib exerts less cytotoxic activity than gefitinib on IEC-6 cells indicates its usefulness as a less toxic treatment option for non-small-cell lung cancer.


Subject(s)
Antineoplastic Agents/adverse effects , Crown Ethers/adverse effects , Diarrhea/chemically induced , ErbB Receptors/antagonists & inhibitors , Intestinal Mucosa/drug effects , Protein Kinase Inhibitors/adverse effects , Quinazolines/adverse effects , Animals , Apoptosis/drug effects , Cell Cycle Checkpoints/drug effects , Cell Line , Diarrhea/pathology , Endoplasmic Reticulum Stress/drug effects , Gefitinib , Intestinal Mucosa/pathology , Rats
10.
PLoS One ; 7(9): e46018, 2012.
Article in English | MEDLINE | ID: mdl-23029367

ABSTRACT

Selectively facilitating apoptosis of activated T cells is essential for the clearance of pathogenic injurious cells and subsequent efficient resolution of inflammation. However, few chemicals have been reported to trigger apoptosis of activated T cells for the treatment of hepatitis without affecting quiescent T cells. In the present study, we found that asiatic acid, a natural triterpenoid, selectively triggered apoptosis of concanavalin A (Con A)-activated T cells in a mitochondria-dependent manner indicated by the disruption of the mitochondrial transmembrane potential, release of cytochrome c from mitochondria to cytosol, caspases activation, and cleavage of PARP. In addition, asiatic acid also induced the cleavage of caspase 8 and Bid and augmented Fas expression in Con A-activated T cells. However, following activation of T cells from MRL(lpr/lpr) mice with mutation of Fas demonstrated a similar susceptibility to asiatic acid-induced apoptosis compared with normal T cells, suggesting that Fas-mediated death-receptor apoptotic pathway does not mainly contribute to asiatic acid-induced cell death. Furthermore, asiatic acid significantly alleviated Con A-induced T cell-dependent fulminant hepatitis in mice, as assessed by reduced serum transaminases, pro-inflammatory cytokines, and pathologic parameters. Consistent with the in vitro results, asiatic acid also induced apoptosis of activated CD4(+) T cells in vivo. Taken together, our results demonstrated that the ability of asiatic acid to induce apoptosis of activated T cells and its potential use in the treatment of T-cell-mediated inflammatory diseases.


Subject(s)
Apoptosis/drug effects , Concanavalin A/immunology , Hepatitis/prevention & control , Mitochondria/drug effects , Pentacyclic Triterpenes/therapeutic use , T-Lymphocytes/drug effects , Animals , Caspases/immunology , Cell Proliferation/drug effects , Enzyme Activation/drug effects , Female , Hepatitis/immunology , Hepatitis/pathology , Liver/drug effects , Liver/immunology , Liver/pathology , Lymphocyte Activation , Mice , Mice, Inbred BALB C , Mitochondria/immunology , Pentacyclic Triterpenes/pharmacology , Poly (ADP-Ribose) Polymerase-1 , Poly(ADP-ribose) Polymerases/immunology , T-Lymphocytes/cytology , T-Lymphocytes/immunology , T-Lymphocytes/pathology
11.
Int Immunopharmacol ; 14(4): 613-9, 2012 Dec.
Article in English | MEDLINE | ID: mdl-23036579

ABSTRACT

Andrographolide is a prescribed drug used for preventing and treating the common cold, influenza, viral infections or allergies. However, its poor water solubility enormously limits its bioavailability. In the present study, we aimed at examining and comparing the effect of andrographolide sulfonate (trade name: Xi-Yan-Ping Injection), a water-soluble form made from andrographolide through sulfonating reaction, on the treatment of murine sepsis model induced by lipopolysaccharide (LPS). Pretreatment with andrographolide sulfonate significantly decreased the levels of tumor necrosis factor-α (TNF-α), interleukin-1ß (IL-1ß) and transaminase activities in serum, attenuated liver and lung damage, and improved the survival of mice with experimental sepsis. Andrographolide sulfonate also remarkably reduced the expression levels of TNF-α, IL-1ß, IL-6 and inducible nitric oxide synthase in the injured liver from septic mice. Moreover, andrographolide sulfonate time-dependently suppressed the activation of p38 mitogen-activated protein kinase (MAPK) but not extracellular signal-regulated kinase (ERK1/2) or c-Jun NH(2)-terminal kinase (JNK). Furthermore, pretreatment with andrographolide sulfonate markedly inhibited the activation of p65 subunit of nuclear factor-κB (NF-κB) as well as signal transducers and activators of transcription 3 (STAT3) in the injured liver from mice with endotoxic shock. Notably, andrographolide sulfonate showed a much stronger alleviation of LPS-induced sepsis in mice compared with andrographolide. Taken together, these results reveal that andrographolide sulfonate ameliorates sepsis in mice through suppressing p38 MAPK, STAT3 and NF-κB pathways and suggest that andrographolide sulfonate has an advantage of andrographolide for the treatment of endotoxin shock.


Subject(s)
Diterpenes/therapeutic use , NF-kappa B/metabolism , STAT3 Transcription Factor/metabolism , Sepsis/drug therapy , p38 Mitogen-Activated Protein Kinases/metabolism , Animals , Cytokines/genetics , Cytokines/metabolism , Dose-Response Relationship, Drug , Down-Regulation , Interleukin-1beta/genetics , Interleukin-1beta/metabolism , Lipopolysaccharides/toxicity , Liver Diseases/metabolism , Mice , Mice, Inbred BALB C , NF-kappa B/genetics , Nitric Oxide Synthase Type II/genetics , Nitric Oxide Synthase Type II/metabolism , RNA, Messenger/genetics , RNA, Messenger/metabolism , STAT3 Transcription Factor/genetics , Sacroiliitis , Time Factors , p38 Mitogen-Activated Protein Kinases/genetics
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