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1.
Front Immunol ; 15: 1309739, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38655264

RESUMO

Introduction: Macrophage-mediated inflammatory response may have crucial roles in the pathogenesis of a variety of human diseases. Growth differentiation factor 15 (GDF15) is a cytokine of the transforming growth factor-ß superfamily, with potential anti-inflammatory activities. Previous studies observed in human lungs some macrophages which expressed a high level of GDF15. Methods: In the present study, we employed multiple techniques, including immunofluorescence, flow cytometry, and single-cell RNA sequencing, in order to further clarify the identity of such GDF15high macrophages. Results: We demonstrated that macrophages derived from human peripheral blood mononuclear cells and rat bone marrow mononuclear cells by in vitro differentiation with granulocyte-macrophage colony stimulating factor contained a minor population (~1%) of GDF15high cells. GDF15high macrophages did not exhibit a typical M1 or M2 phenotype, but had a unique molecular signature as revealed by single-cell RNA sequencing. Functionally, the in vitro derived GDF15high macrophages were associated with reduced responsiveness to pro-inflammatory activation; furthermore, these GDF15high macrophages could inhibit the pro-inflammatory functions of other macrophages via a paracrine mechanism. We further confirmed that GDF15 per se was a key mediator of the anti-inflammatory effects of GDF15high macrophage. Also, we provided evidence showing that GDF15high macrophages were present in other macrophage-residing human tissues in addition to the lungs. Further scRNA-seq analysis in rat lung macrophages confirmed the presence of a GDF15high sub-population. However, these data indicated that GDF15high macrophages in the body were not a uniform population based on their molecular signatures. More importantly, as compared to the in vitro derived GDF15high macrophage, whether the tissue resident GDF15high counterpart is also associated with anti-inflammatory functions remains to be determined. We cannot exclude the possibility that the in vitro priming/induction protocol used in our study has a determinant role in inducing the anti-inflammatory phenotype in the resulting GDF15high macrophage cells. Conclusion: In summary, our results suggest that the GDF15high macrophage cells obtained by in vitro induction may represent a distinct cluster with intrinsic anti-inflammatory functions. The (patho)physiological importance of these cells in vivo warrants further investigation.


Assuntos
Diferenciação Celular , Fator 15 de Diferenciação de Crescimento , Macrófagos , Fator 15 de Diferenciação de Crescimento/metabolismo , Fator 15 de Diferenciação de Crescimento/genética , Animais , Humanos , Macrófagos/imunologia , Macrófagos/metabolismo , Ratos , Células Cultivadas , Masculino , Inflamação/imunologia
2.
Carbohydr Polym ; 330: 121834, 2024 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-38368111

RESUMO

Endothelial dysfunction induced by oxidative stress is an early predictor of atherosclerosis, which can cause various cardiovascular diseases. The glycocalyx layer on the endothelial cell surface acts as a barrier to maintain endothelial biological function, and it can be impaired by oxidative stress. However, the mechanism of glycocalyx damage during the development of atherosclerosis remains largely unclear. Herein, we established a novel strategy to address these issues from the glycomic perspective that has long been neglected. Using countercharged fluorescence protein staining and quantitative mass spectrometry, we found that heparan sulfate, a major component of the glycocalyx, was structurally altered by oxidative stress. Comparative proteomics and protein microarray analysis revealed several new heparan sulfate-binding proteins, among which alpha-2-Heremans-Schmid glycoprotein (AHSG) was identified as a critical protein. The molecular mechanism of AHSG with heparin was characterized through several methods. A heparan analog could relieve atherosclerosis by protecting heparan sulfate from degradation during oxidative stress and by reducing the accumulation of AHSG at lesion sites. In the present study, the molecular mechanism of anti-atherosclerotic effect of heparin through interaction with AHSG was revealed. These findings provide new insights into understanding of glycocalyx damage in atherosclerosis and lead to the development of corresponding therapeutics.


Assuntos
Aterosclerose , Glicocálix , Humanos , Heparitina Sulfato/metabolismo , Células Endoteliais/metabolismo , Aterosclerose/tratamento farmacológico , Heparina/farmacologia
3.
Adv Sci (Weinh) ; 10(30): e2303283, 2023 10.
Artigo em Inglês | MEDLINE | ID: mdl-37667861

RESUMO

Myocardial infarction (MI) remains the leading cause of death worldwide. Cardiac fibroblasts (CFs) are abundant in the heart and are responsible for cardiac repair post-MI. NF-κB-repressing factor (NKRF) plays a significant role in the transcriptional inhibition of various specific genes. However, the NKRF action mechanism in CFs remains unclear in cardiac repair post-MI. This study investigates the NKRF mechanism in cardiac remodeling and dysfunction post-MI by establishing a CF-specific NKRF-knockout (NKRF-CKO) mouse model. NKRF expression is downregulated in CFs in response to pathological cardiac remodeling in vivo and TNF-α in vitro. NKRF-CKO mice demonstrate worse cardiac function and survival and increased infarct size, heart weight, and MMP2 and MMP9 expression post-MI compared with littermates. NKRF inhibits CF migration and invasion in vitro by downregulating MMP2 and MMP9 expression. Mechanistically, NKRF inhibits human antigen R (HuR) transcription by binding to the classical negative regulatory element within the HuR promoter via an NF-κB-dependent mechanism. This decreases HuR-targeted Mmp2 and Mmp9 mRNA stability. This study suggests that NKRF is a therapeutic target for pathological cardiac remodeling.


Assuntos
Infarto do Miocárdio , NF-kappa B , Animais , Humanos , Camundongos , Fibroblastos/metabolismo , Metaloproteinase 2 da Matriz/metabolismo , Metaloproteinase 9 da Matriz/metabolismo , Infarto do Miocárdio/metabolismo , NF-kappa B/metabolismo , Transdução de Sinais/genética , Remodelação Ventricular/genética
5.
Nat Commun ; 14(1): 731, 2023 02 09.
Artigo em Inglês | MEDLINE | ID: mdl-36759621

RESUMO

Angiogenesis is a critical pathophysiological process involved in organ growth and various diseases. Transcription factors Sp1/Sp3 are necessary for fetal development and tumor growth. Sp1/Sp3 proteins were downregulated in the capillaries of the gastrocnemius in patients with critical limb ischemia samples. Endothelial-specific Sp1/Sp3 knockout reduces angiogenesis in retinal, pathological, and tumor models and induced activation of the Notch1 pathway. Further, the inactivation of VEGFR2 signaling by Notch1 contributes to the delayed angiogenesis phenotype. Mechanistically, endothelial Sp1 binds to the promoter of Notch1 and inhibits its transcription, which is enhanced by Sp3. The proangiogenic effect of ACEI is abolished in Sp1/Sp3-deletion male mice. We identify USP7 as an ACEI-activated deubiquitinating enzyme that translocated into the nucleus binding to Sp1/Sp3, which are deacetylated by HDAC1. Our findings demonstrate a central role for endothelial USP7-Sp1/Sp3-Notch1 signaling in pathophysiological angiogenesis in response to ACEI treatment.


Assuntos
Inibidores da Enzima Conversora de Angiotensina , Proteínas de Ligação a DNA , Animais , Masculino , Camundongos , Proteínas de Ligação a DNA/metabolismo , Regiões Promotoras Genéticas , Fator de Transcrição Sp1/genética , Fator de Transcrição Sp1/metabolismo , Peptidase 7 Específica de Ubiquitina/metabolismo
7.
Front Pharmacol ; 13: 926317, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36386132

RESUMO

CX-5461, a novel selective RNA polymerase I inhibitor, shows potential anti-inflammatory and immunosuppressive activities. However, the molecular mechanisms underlying the inhibitory effects of CX-5461 on macrophage-mediated inflammation remain to be clarified. In the present study, we attempted to identify the systemic biological processes which were modulated by CX-5461 in inflammatory macrophages. Primary peritoneal macrophages were isolated from normal Sprague Dawley rats, and primed with lipopolysaccharide or interferon-γ. Genome-wide RNA sequencing was performed. Gene Ontology and Kyoto Encyclopedia of Genes and Genomes databases were used for gene functional annotations. Enrichment analysis was conducted using the ClusterProfiler package of R software. We found that CX-5461 principally induced a molecular signature related to cell cycle inhibition in primed macrophages, featuring downregulation of genes encoding cell cycle mediators and concomitant upregulation of cell cycle inhibitors. At the same concentration, however, CX-5461 did not induce a systemic anti-inflammatory transcriptional program, although some inflammatory genes such as IL-1ß and gp91phox NADPH oxidase were downregulated by CX-5461. Our data further highlighted a central role of p53 in orchestrating the molecular networks that were responsive to CX-5461 treatment. In conclusion, our study suggested that limiting cell proliferation predominated in the inhibitory effects of CX-5461 on macrophage-mediated inflammation.

8.
Cell Host Microbe ; 30(10): 1450-1463.e8, 2022 10 12.
Artigo em Inglês | MEDLINE | ID: mdl-36228585

RESUMO

Abdominal aortic aneurysm (AAA) is an insidious and lethal vascular disease that lacks effective nonsurgical interventions. Gut microbiota dysbiosis plays key roles in many diseases, but its relationship with AAA has not been fully elucidated. Herein, we reveal significant abnormalities in the gut microbe composition of AAA patients and confirm that gut microbiota dysbiosis is an important cause of AAA. Specifically, R. intestinalis was significantly reduced in AAA patients. Using AAA mice, we show that R. intestinalis and its metabolite butyrate significantly reduce neutrophil infiltration and NOX2-dependent neutrophil extracellular trap formation, inflammation, and abnormal phenotypic switching of vascular smooth muscle cells in the aortic wall, thereby markedly alleviating AAA development. Our research uncovers the role and mechanism of the gut microbiota in AAA development and provides insights into AAA prophylaxis from a microecological perspective.


Assuntos
Aneurisma da Aorta Abdominal , Armadilhas Extracelulares , Microbioma Gastrointestinal , Animais , Aorta Abdominal/metabolismo , Aneurisma da Aorta Abdominal/metabolismo , Aneurisma da Aorta Abdominal/prevenção & controle , Butiratos/metabolismo , Modelos Animais de Doenças , Disbiose/metabolismo , Armadilhas Extracelulares/metabolismo , Camundongos , Camundongos Endogâmicos C57BL
9.
Front Mol Biosci ; 9: 966754, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36090049

RESUMO

Heparin (HP) is a polysaccharide that is widely used in the clinic as an anticoagulant. A major side effect associated with HP is the heparin-induced thrombocytopenia (HIT), which is initiated by the immune response to complex formed by HP and platelet factor 4 (PF4). Low molecular weight heparins (LMWHs) are the depolymerized version of HP, which have reduced risks of inducing HIT. However, it is still necessary to evaluate the immunogenicity of LMWHs to ensure their drug safety. Since HIT involves very complicated processes, the evaluation of HP and LMWH immunogenicity requires experiments from multiple aspects, of which the binding affinity between HP and PF4 is a key property to be monitored. Herein, we developed a novel competitive biolayer interferometry (BLI) method to investigate the binding affinity between HP and PF4. The influence of different domains in HP on its immunogenicity was compared for better understanding of the molecular mechanism of HP immunogenicity. Furthermore, the half maximal inhibitory concentration (IC50) of HP and LMWH can be measured by competitive combination, which is important for the quality control during the developing and manufacturing of HP and LMWH drugs.

10.
Front Cardiovasc Med ; 9: 941946, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35958407

RESUMO

Post-ischemic angiogenesis is a vital pathophysiological process in diseases such as peripheral arterial disease (PAD), heart ischemia, and diabetic retinopathy. The molecular mechanisms of post-ischemic angiogenesis are complicated and not fully elucidated. The G protein stimulatory alpha subunit (Gsα) is essential for hormone-stimulated cyclic adenosine monophosphate (cAMP) production and is an important regulator for many physiological processes. In the present study, we investigated the role of endothelial Gsα in post-ischemic angiogenesis by generating adult mice with endothelial-specific Gsα deficiency (GsαECKO). GsαECKO mice had impaired blood flow recovery after hind limb ischemic injury, and reduced neovascularization in allograft transplanted tumors. Mechanically, Gsα could regulate the expression of angiogenic factor with G patch and FHA domains 1 (AGGF1) through cAMP/CREB pathway. AGGF1 plays a key role in angiogenesis and regulates endothelial cell proliferation as well as migration. Knockdown of CREB or mutation of the CRE site on the AGGF1 promoter led to reduced AGGF1 promoter activity. In addition, knockdown of AGGF1 reduced the proangiogenic effect of Gsα in endothelial cells, and overexpression of AGGF1 reversed the impaired angiogenesis in GsαECKO mice in vivo. The finding may prove useful in designing new therapeutic targets for treatments of post-ischemic angiogenesis-related diseases.

11.
Circ Res ; 131(6): 492-506, 2022 09 02.
Artigo em Inglês | MEDLINE | ID: mdl-35950704

RESUMO

BACKGROUND: Preeclampsia is one of the leading causes of maternal and perinatal morbidity and is characterized by hypertension, inflammation, and placental dysfunction. Gut microbiota plays key roles in inflammation and hypertension. However, its roles and mechanisms in preeclampsia have not been fully elucidated. METHODS: 16S rRNA gene sequencing and targeted metabolomics were conducted on stool samples from 92 preeclamptic patients and 86 normal late-pregnant women. Then, fecal microbiota transplantation and in vitro and in vivo functional experiments were performed to explore the roles and mechanisms of gut microbiota in preeclampsia development. RESULTS: We revealed the gut microbiota dysbiosis in preeclamptic patients, including significant reductions in short-chain fatty acid-producing bacteria and short-chain fatty acids. The gut microbiota of preeclamptic patients significantly exacerbated pathologies and symptoms of preeclamptic rats, whereas the gut microbiota of healthy pregnant women had significant protective effects. Akkermansia muciniphila, propionate, or butyrate significantly alleviated the symptoms of preeclamptic rats. Mechanistically, they significantly promoted autophagy and M2 polarization of macrophages in placental bed, thereby suppressing inflammation. Propionate also significantly promoted trophoblast invasion, thereby improved spiral arterial remodeling. Additionally, we identified a marker set consisting of Akkermansia, Oscillibacter, and short-chain fatty acids that could accurately diagnose preeclampsia. CONCLUSIONS: Our study revealed that gut microbiota dysbiosis is an important etiology of preeclampsia. Gut microbiota and their active metabolites have great potential for the treatment and diagnosis of preeclampsia. Our findings enrich the gut-placenta axis theory and contribute to the development of microecological products for preeclampsia.


Assuntos
Hipertensão , Pré-Eclâmpsia , Animais , Disbiose/microbiologia , Ácidos Graxos Voláteis/metabolismo , Feminino , Humanos , Inflamação/complicações , Macrófagos/metabolismo , Placenta/metabolismo , Gravidez , Propionatos , RNA Ribossômico 16S/genética , Ratos , Trofoblastos/metabolismo
12.
Front Pharmacol ; 13: 941064, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35721211

RESUMO

Endothelial cell leakage occurs in several diseases. Intracellular junctions and transcellular fashion are involved. The definite regulatory mechanism is complicated and not fully elucidated. The alpha subunit of the heterotrimeric G-stimulatory protein (Gsα) mediates receptor-stimulated production of cyclic adenosine monophosphate (cAMP). However, the role of Gsα in the endothelial barrier remains unclear. In this study, mice with knockout of endothelial-specific Gsα (GsαECKO) were generated by crossbreeding Gsαflox/flox mice with Cdh5-CreERT2 transgenic mice, induced in adult mice by tamoxifen treatment. GsαECKO mice displayed phenotypes of edema, anemia, hypoproteinemia and hyperlipoproteinemia, which indicates impaired microvascular permeability. Mechanistically, Gsα deficiency reduces the level of endothelial plasmalemma vesicle-associated protein (PLVAP). In addition, overexpression of Gsα increased phosphorylation of cAMP response element-binding protein (CREB) as well as the mRNA and protein levels of PLVAP. CREB could bind to the CRE site of PLVAP promoter and regulate its expression. Thus, Gsα might regulate endothelial permeability via cAMP/CREB-mediated PLVAP expression.

14.
J Cell Mol Med ; 25(19): 9364-9377, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-34431214

RESUMO

MiRNAs are a class of small non-coding RNAs with ability to regulate function of Treg cells and are involved in many autoimmune diseases. Our previous study found that miR-363-5p expression was significantly upregulated in peripheral Treg cells of GD patients. Herein, we aimed to investigate its effect and mechanism on Treg cell dysfunction in GD patients. The results showed that miR-363-5p upregulation was significantly associated with the Treg cell dysfunction and inflammatory factors levels in GD patients. Transcriptome sequencing revealed that 883 genes were significantly regulated by miR-363-5p in Treg cells. These genes with significant differential expression were primarily involved in lymphocyte differentiation, immunity, as well as Notch1 and various interleukin signalling pathways. Moreover, miR-363-5p can regulate HSPB1 and Notch1 through the target gene STAT4, thereby regulating Notch1 signalling pathway and inhibiting Treg cells. The effects of miR-363-5p on Treg cell function and STAT4-HSPB1-Notch1 axis were also verified in GD patients. In conclusion, our results indicated that miR-363 could inhibit the proliferation, differentiation and function of Treg cells by regulating the STAT4-HSPB1-Notch1 axis through target gene STAT4. MiR-363-5p may play an important role in Treg cell dysfunction and immune tolerance abnormalities in GD patients.


Assuntos
Proteínas de Choque Térmico/metabolismo , Imunomodulação/genética , MicroRNAs/genética , Chaperonas Moleculares/metabolismo , Receptor Notch1/metabolismo , Fator de Transcrição STAT4/metabolismo , Linfócitos T Reguladores/imunologia , Linfócitos T Reguladores/metabolismo , Adulto , Biomarcadores , Linhagem Celular , Citocinas/metabolismo , Suscetibilidade a Doenças , Feminino , Perfilação da Expressão Gênica , Regulação da Expressão Gênica , Doença de Graves/diagnóstico , Doença de Graves/etiologia , Doença de Graves/metabolismo , Humanos , Mediadores da Inflamação/metabolismo , Masculino , Pessoa de Meia-Idade , Modelos Biológicos , Interferência de RNA , Transdução de Sinais , Testes de Função Tireóidea
16.
Endocrinology ; 162(8)2021 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-33851697

RESUMO

Thyroid-stimulating hormone (TSH) treatment activates inhibitor of NF-κB/nuclear factor κB (IκB/NFκB) and extracellular signal-regulated kinase (ERK)-P38 in macrophages, but how these pathways are activated, and how they contribute to the proinflammatory effect of TSH on macrophages remain unknown. The TSH receptor (TSHR) is coupled to 4 subfamilies of G proteins (Gs, Gi/o, Gq/11, and G12/13) for its downstream signaling. This study investigated the G protein subtypes responsible for the proinflammatory effect of TSH on macrophages. qPCR showed that Gi2, Gi3, Gas, Gq, G11, G12, G13, and G15 are abundantly expressed by macrophages. The contribution of different G protein pathways to the proinflammatory effect was studied by the corresponding inhibitors or siRNA interference. While TSH-induced IκB phosphorylation was not inhibited by Gs inhibitor NF449, Gi inhibitor pertussis toxin, or Gq or G11 siRNA, it was blocked by phospholipase C inhibitor U73122 or G15 siRNA interference. TSH-induced ERK and P38 phosphorylation was blocked by G13 but not G12 siRNA interference. Interference of either G13 or G15 could block the proinflammatory effect of TSH on macrophages. The present study demonstrate that TSH activates macrophage inflammation by the G13/ERK-P38/Rho GTPase and G15/phospholipase C (PLC)/protein kinases C (PKCs)/IκB pathways.


Assuntos
Subunidades alfa G12-G13 de Proteínas de Ligação ao GTP/metabolismo , Macrófagos/metabolismo , Tireotropina/metabolismo , Animais , Proteínas I-kappa B/metabolismo , Sistema de Sinalização das MAP Quinases , Camundongos , Células RAW 264.7 , Receptores Acoplados a Proteínas G/metabolismo , Fosfolipases Tipo C/metabolismo
17.
Mol Cell Endocrinol ; 530: 111280, 2021 06 15.
Artigo em Inglês | MEDLINE | ID: mdl-33862186

RESUMO

The elevated thyroid-stimulating hormone (TSH) levels contribute to the abnormal expression/activity of several key hepatic lipid metabolism enzymes. Although miRNAs have been shown to play key roles in hepatic lipid metabolism and are found in isolated mitochondria, very little is known about the pathological and physiological significance of their mitochondrial distributions in regulating liver lipid metabolism. Here, we found that TSH significantly reduced the distribution of some miRNAs in mitochondria of hepatocytes, especially miR-449a, miR-449b-5p, and miR-5194. These three miRNAs inhibited their target genes PGC1B, ABCD1, ADIPOR1 and the downstream molecule PPARA. These effects synergistically suppressed fatty acid (FA) ß-oxidation in mitochondria and peroxisomes and decreased the translocation of cytosolic very long chain fatty acids to peroxisomes, which noticeably reduced FA catabolism and promoted triglyceride accumulation in hepatocytes. This study reveals the functional significance of changed miRNA mitochondrial-cytoplasmic distribution in the regulation of hepatic lipid metabolism.


Assuntos
Ácidos Graxos/metabolismo , Hepatócitos/citologia , MicroRNAs/genética , Mitocôndrias Hepáticas/genética , Tireotropina/farmacologia , Citosol/metabolismo , Regulação para Baixo , Células HEK293 , Células Hep G2 , Hepatócitos/efeitos dos fármacos , Hepatócitos/metabolismo , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Análise de Sequência de RNA
18.
Cell Immunol ; 360: 104256, 2021 02.
Artigo em Inglês | MEDLINE | ID: mdl-33360167

RESUMO

The immune/inflammatory responses regulated by B cells are the critical determinants of atherosclerosis. B-cell receptor (BCR) plays pivotal roles in regulating B cell function. However, the composition and molecular characteristics of the BCR repertoire in atherosclerotic patients have not been fully elucidated. Herein we analyzed BCR repertoire in circulation and plaques of atherosclerotic patients by sequencing the BCR heavy chain complement determining region 3 (BCRH CDR3). Our data showed that in plaques, BCR repertoire was dramatically skewed and their combinations and diversity were significantly decreased, while the frequency of public and dominant B-cell clones was markedly increased. Additionally, BCRH CDR3 in plaques had higher positive selection pressure than that in the peripheral blood of normal subjects and atherosclerotic patients. Moreover, the BCRH CDR3 of some B cell clones specifically expanded in plaques were similar to that of antibodies which recognized certain pathogens including Influenza A virus, implying the possibility of the association between pathogens and atherosclerosis. The present study contributed to understand the roles of B cells in atherosclerosis. The design of specific antibodies based on the B cell clones specifically expanded in plaques might yield useful tools to reveal the pathogenesis of atherosclerosis, assess or alleviate the progression of atherosclerosis.


Assuntos
Aterosclerose/genética , Regiões Determinantes de Complementaridade/genética , Receptores de Antígenos de Linfócitos B/genética , Sequência de Aminoácidos/genética , Aterosclerose/imunologia , Linfócitos B/metabolismo , China , Regiões Determinantes de Complementaridade/imunologia , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Humanos , Receptores de Antígenos de Linfócitos B/imunologia
19.
Front Mol Biosci ; 7: 606570, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-33363212

RESUMO

Analysis of high-throughput omics data is one of the most important approaches for obtaining information regarding interactions between proteins/genes. Time-series omics data are a series of omics data points indexed in time order and normally contain more abundant information about the interactions between biological macromolecules than static omics data. In addition, phosphorylation is a key posttranslational modification (PTM) that is indicative of possible protein function changes in cellular processes. Analysis of time-series phosphoproteomic data should provide more meaningful information about protein interactions. However, although many algorithms, databases, and websites have been developed to analyze omics data, the tools dedicated to discovering molecular interactions from time-series omics data, especially from time-series phosphoproteomic data, are still scarce. Moreover, most reported tools ignore the lag between functional alterations and the corresponding changes in protein synthesis/PTM and are highly dependent on previous knowledge, resulting in high false-positive rates and difficulties in finding newly discovered protein-protein interactions (PPIs). Therefore, in the present study, we developed a new method to discover protein-protein interactions with the delayed comparison and Apriori algorithm (DCAA) to address the aforementioned problems. DCAA is based on the idea that there is a lag between functional alterations and the corresponding changes in protein synthesis/PTM. The Apriori algorithm was used to mine association rules from the relationships between items in a dataset and find PPIs based on time-series phosphoproteomic data. The advantage of DCAA is that it does not rely on previous knowledge and the PPI database. The analysis of actual time-series phosphoproteomic data showed that more than 68% of the protein interactions/regulatory relationships predicted by DCAA were accurate. As an analytical tool for PPIs that does not rely on a priori knowledge, DCAA should be useful to predict PPIs from time-series omics data, and this approach is not limited to phosphoproteomic data.

20.
Tissue Cell ; 67: 101451, 2020 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-33137708

RESUMO

MicroRNAs (miRNAs) are reported to play pivotal roles in reactive oxygen species (ROS)-induced endothelial cell injury and several studies have demonstrated the miRNA distribution in the mitochondria of various cells. However, very little is known about its changes and roles in ROS-induced endothelial cell injury. In the present study, we systematically revealed the distribution changes of miRNAs in mitochondria during ROS-induced endothelial cell injury and found that H2O2 obviously reduced the mitochondrial distribution of many miRNAs without affecting their expression levels in the whole endothelial cells. Most of these miRNAs showing reduced mitochondrial distribution were potentially involved in ROS-induced endothelial cell injury. MiR-381-3p was a typical representative of these miRNAs and its redistribution between mitochondria and cytosol regulated the network consisting of downstream molecules (P53, P21, CCND1, and MYC) by inhibiting its target genes (LRP6 and NFIA) to promote apoptosis and inhibit proliferation in endothelial cells. Our findings highlight the significance of redistribution of miRNAs between mitochondria and cytosol and improve our understanding of miRNA function regulation.


Assuntos
Citosol/metabolismo , Células Endoteliais da Veia Umbilical Humana/metabolismo , Células Endoteliais da Veia Umbilical Humana/patologia , MicroRNAs/metabolismo , Mitocôndrias/metabolismo , Apoptose/genética , Sequência de Bases , Redes Reguladoras de Genes , Células HEK293 , Humanos , Peróxido de Hidrogênio/metabolismo , Proteína-6 Relacionada a Receptor de Lipoproteína de Baixa Densidade/metabolismo , MicroRNAs/genética , Mitocôndrias/ultraestrutura , Fatores de Transcrição NFI/metabolismo , Espécies Reativas de Oxigênio/metabolismo
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