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1.
Stat Med ; 43(14): 2713-2733, 2024 Jun 30.
Artigo em Inglês | MEDLINE | ID: mdl-38690642

RESUMO

This article presents a novel method for learning time-varying dynamic Bayesian networks. The proposed method breaks down the dynamic Bayesian network learning problem into a sequence of regression inference problems and tackles each problem using the Markov neighborhood regression technique. Notably, the method demonstrates scalability concerning data dimensionality, accommodates time-varying network structure, and naturally handles multi-subject data. The proposed method exhibits consistency and offers superior performance compared to existing methods in terms of estimation accuracy and computational efficiency, as supported by extensive numerical experiments. To showcase its effectiveness, we apply the proposed method to an fMRI study investigating the effective connectivity among various regions of interest (ROIs) during an emotion-processing task. Our findings reveal the pivotal role of the subcortical-cerebellum in emotion processing.


Assuntos
Teorema de Bayes , Emoções , Imageamento por Ressonância Magnética , Humanos , Imageamento por Ressonância Magnética/métodos , Emoções/fisiologia , Cadeias de Markov , Encéfalo/diagnóstico por imagem , Encéfalo/fisiologia , Simulação por Computador
2.
Stat Med ; 41(20): 4057-4078, 2022 09 10.
Artigo em Inglês | MEDLINE | ID: mdl-35688606

RESUMO

High-dimensional inference is one of fundamental problems in modern biomedical studies. However, the existing methods do not perform satisfactorily. Based on the Markov property of graphical models and the likelihood ratio test, this article provides a simple justification for the Markov neighborhood regression method such that it can be applied to statistical inference for high-dimensional generalized linear models with mixed features. The Markov neighborhood regression method is highly attractive in that it breaks the high-dimensional inference problems into a series of low-dimensional inference problems. The proposed method is applied to the cancer cell line encyclopedia data for identification of the genes and mutations that are sensitive to the response of anti-cancer drugs. The numerical results favor the Markov neighborhood regression method to the existing ones.


Assuntos
Modelos Estatísticos , Humanos , Funções Verossimilhança , Modelos Lineares , Cadeias de Markov , Análise de Regressão
3.
Sleep Med ; 95: 112-119, 2022 07.
Artigo em Inglês | MEDLINE | ID: mdl-35569328

RESUMO

BACKGROUND: Circadian system plays an important role in cardiovascular health. Experimental studies have also identified sex differences in circadian system. We aim to explore the impact of sex on the association between symptom-onset pattern of STEMI and in-hospital adverse outcomes in Chinese population. METHODS: Data were used from the Improving Care for Cardiovascular Disease in China-Acute Coronary Syndrome Project. 18271 STEMI patients undergoing primary percutaneous coronary intervention entered the study, including 14785 (80.9%) men and 3486 (19.1%) women. The outcomes included all-cause mortality and a composite of major adverse cardiovascular and cerebrovascular events (MACCE) during hospitalization. RESULTS: Most participants experienced STEMI onset during 06:00 h to noon, and there was no difference in onset pattern between men and women (p = 0.582). Logistic regression showed that, after adjustment for cardiovascular risk factors, symptom onset time was significantly associated with in-hospital mortality in men, but not in women or the total population. The odds ratios (ORs) for male patients were 1.86 (95% CI 1.05 to 3.27) for midnight to 06:00 h, 1.58 (95% CI 0.95 to 2.64) for 06:00 h to noon, and 0.80 (95% CI 0.49 to 1.73) for 18:00 h to midnight as compared with STEMI presenting during noon to 18:00 h. But symptom onset time was not associated with MACCE in both sexes or the entire cohort. CONCLUSIONS: These findings show that STEMI onset time was independently associated with in-hospital mortality in male Chinese patients, indicating that sex should be taken into account in studying impact of circadian system on myocardial infarction.


Assuntos
Síndrome Coronariana Aguda , Doenças Cardiovasculares , Infarto do Miocárdio , Intervenção Coronária Percutânea , Infarto do Miocárdio com Supradesnível do Segmento ST , Síndrome Coronariana Aguda/etiologia , Síndrome Coronariana Aguda/terapia , Doenças Cardiovasculares/etiologia , Feminino , Hospitais , Humanos , Masculino , Infarto do Miocárdio/diagnóstico , Infarto do Miocárdio/epidemiologia , Infarto do Miocárdio/terapia , Intervenção Coronária Percutânea/efeitos adversos , Melhoria de Qualidade , Fatores de Risco , Infarto do Miocárdio com Supradesnível do Segmento ST/diagnóstico , Infarto do Miocárdio com Supradesnível do Segmento ST/etiologia , Infarto do Miocárdio com Supradesnível do Segmento ST/terapia , Caracteres Sexuais , Resultado do Tratamento
4.
Dis Markers ; 2022: 7267937, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35502303

RESUMO

Background: Acute myocardial infarction (AMI), as well as its long-term and short-term complications, is known to present with high morbidity and mortality. Cardiac function deterioration and ventricular remodelling after AMI are known to be correlated to worse long-term outcomes. However, the underlying mechanism remains elusive and there is a shortage of serum prediction markers. This study investigates the relationship between in-hospital Cystatin C (CysC) and cardiac function and subsequent prognosis among AMI patients. Research Design and Methods. We measured admission CysC and cardiac function parameters, including ejection fraction (EF) and pro-BNP value in 5956 patients diagnosed with AMI. Simple and multiregression analyses were performed to investigate the correlation between CysC and cardiac function in AMI patients. Major adverse cardiovascular events (MACE), cardiovascular, and all-cause mortality were documented, and 351 participants with high cystatin (≥1.09 mg/L) and 714 low cystatin (<1.09 mg/L) were investigated for survival analysis during a 48-month follow-up. Results: 5956 patients with AMI were enrolled in the initial observational analysis, and 1065 patients of the whole cohort were included in the follow-up survival analysis. The admission CysC level was found to be significantly positively correlated to the pro-BNP level (R square = 0.2142, 95% CI 4758 to 5265, p < 0.0001) and negatively correlated to the EF value (R square = 0.0095, 95% CI -3.503 to -1.605, p < 0.0001). Kaplan-Meier survival analysis revealed significantly increased MACE incidence (HR = 2.293, 95% CI 1.400 to 3.755, p < 0.0001), cardiovascular mortality (HR = 3.016, 95% CI 1.694 to 5.371, p = 0.0002), and all-cause mortality (HR = 3.424, 95% CI 2.010 to 5.835, p < 0.0001) in high-admission CysC cohort with AMI at the end of 4-year follow-up. Conclusions: Admission CysC is negatively correlated with cardiac function in AMI patients and acts as a novel predictor for MACE incidence in the whole population. Further studies are needed to investigate the specific mechanism of CysC in the cardiac function deterioration among AMI patients.


Assuntos
Cistatina C , Infarto do Miocárdio , Biomarcadores , Humanos , Infarto do Miocárdio/complicações , Prognóstico , Volume Sistólico
5.
Front Endocrinol (Lausanne) ; 13: 802992, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35370961

RESUMO

Background: A network meta-analysis of randomized controlled trials (RCTs) was conducted to explore the cardiovascular outcomes of all the kind and dosages of sodium-glucose cotransport-2 (SGLT2) inhibitors in type 2 diabetes mellitus (T2DM) patients. Method and Result: The Cochrane Library, PubMed, and Embase databases were systematically searched for studies to compare the therapeutic effects of different SGLT2 inhibitors in T2DM patients. The effect measurements estimate chosen were odds ratios (ORs) and their corresponding 95% confidence interval (CI). Forty-seven RCTs involving a total of 70574 participants were eligible for direct and indirect comparisons. In direct comparison, treatment with dapagliflozin 5mg showed significantly lower risk of all-cause mortality compared with treatment with dapagliflozin 2.5mg (OR 0.09, 95% CI 0.01-0.70). According to NMA, interestingly, empagliflozin 10mg/25mg, and canagliflozin 100mg was associated with significantly lower risks of all-cause mortality compared with placebo (OR of 0.70, 95% CI 0.58-0.85; 0.69, 95% CI 0.57-0.84; and 0.83, 95% CI 0.73-0.95, respectively). Compared with placebo, dapagliflozin 10mg, empagliflozin 10mg and 25mg displayed the lower risks for cardiovascular events (OR 0.78, 95% CI 0.44-1.00; OR 0.47, 95% CI 0.22-0.93; and 0.43, 95% CI 0.24-0.74, respectively) by direct comparison. Moreover, canagliflozin 100/300mg showed significantly higher risks of cardiovascular events compared with empagliflozin 10mg (OR of 4.83, 95% CI 1.14-20.46 and 5.31, 95% CI 1.26-22.34, respectively) and empagliflozin 25mg (4.23, 95% CI 1.13-15.83 and 4.65, 95% CI 1.25-17.27, respectively) according to NMA. There were non-significant differences among all interventions in volume depletion in traditional pairwise meta-analysis. While in NMA, canagliflozin 100/300mg were associated with significantly increased risks of volume depletion compared with placebo (OR of 1.47, 95% CI 1.08-1.99 and 2.19, 95% CI 1.66-2.90, respectively). Conclusion: In the limitations of the NMA, this study showed that empagliflozin might be better than other SGLT2 inhibitors with low risks of all-cause mortality and cardiovascular events in patients with T2DM suggesting the need for ad hoc RCTs.


Assuntos
Diabetes Mellitus Tipo 2 , Inibidores do Transportador 2 de Sódio-Glicose , Diabetes Mellitus Tipo 2/complicações , Humanos , Hipoglicemiantes/uso terapêutico , Metanálise em Rede , Ensaios Clínicos Controlados Aleatórios como Assunto , Inibidores do Transportador 2 de Sódio-Glicose/uso terapêutico
6.
Int J Gen Med ; 15: 223-231, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35023960

RESUMO

PURPOSE: Anion gap (AG) is a valuable and easily obtained clinical tool for differentially diagnosis of acid-base disorders. Current understanding of the prognostic impact of AG on mortality after acute myocardial infarction (AMI) is limited. We aimed to investigate whether AG is a predictor of short-term and long-term all-cause mortality after AMI. PATIENTS AND METHODS: We examined 1806 patients diagnosed with AMI in intensive care unit from the Medical Information Mart for Intensive Care III (MIMIC-III) database. We analyzed the association of AG with 30-day, 180-day and 1-year all-cause mortality on a continuous scale and in categories, using multivariable Cox regression. We utilized restricted cubic splines to evaluate the linearity between hazard ratio (HR) and AG concentrations. RESULTS: AG was associated with a higher risk of 30-day, 180-day and 1-year all-cause mortality, with adjusted HRs of 1.083 (95% CI 1.051 to 1.117), 1.077 (95% CI 1.049 to 1.105), and 1.074 (95% CI 1.047 to 1.101), respectively. The results were consistent in subgroup analyses. The association between AG and all-cause mortality was linear for 180-day and 1-year mortality, and near linear for 30-day mortality, as higher concentrations were associated with high all-cause mortality. When stratified according to quartiles, AG was associated with 30-day mortality (HR[95% CI]: second quartile, 2.243[1.273, 3.955]; third quartile, 3.026[1.763, 5.194]; top quartile, 4.402[2.573, 7.531]), 180-day mortality (HR[95% CI]: second quartile, 1.719[1.118, 2.645]; third quartile, 2.362[1.575, 3.542]; top quartile, 3.116[2.077, 4.676]), and 1-year mortality (HR[95% CI]: second quartile, 1.700[1.143, 2.528]; third quartile, 2.239[1.536, 3.264]; top quartile, 2.876[1.969, 4.201]) using bottom quartile as reference. CONCLUSION: We firstly demonstrated that higher AG was significantly associated with increased 30-day, 180-day and 1-year all-cause mortality in AMI patients. AG as an easily obtained marker is of strong and reliable predictive value for AMI mortality during follow-up.

7.
Dis Markers ; 2021: 6689056, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34055102

RESUMO

BACKGROUND: Emerging evidence demonstrates that the lipid metabolism in acute coronary syndrome (ACS) patients with type 2 diabetes mellitus (T2DM) differs from nondiabetic patients. However, the distinct lipid profiles and their relationships with the severity of coronary artery stenosis and prognosis in patients with T2DM remain elusive. METHOD AND RESULT: This single-center, prospective cohort study enrolled 468 patients diagnosed with ACS undergoing coronary angiography, consisting of 314 non-DM and 154 DM patients. The HDL-C/apoA-I ratio was significantly higher in DM patients with a multivessel (≥3 affected vessels) lesion than a single-vessel (1-2 affected vessels) lesion. Regression analyses showed that the HDL-C/apoA-I ratio was positively correlated to the number of stenotic coronary arteries in DM patients but not non-DM patients. However, Kaplan-Meier survival analysis revealed no significant difference in the major adverse cardiovascular event rate regarding different HDL-C/apoA-I levels in DM or non-DM ACS patients at the end of the 2-year follow-up. CONCLUSION: A higher HDL-C/apoA-I ratio is associated with increased severity of coronary artery stenosis in DM patients with ACS but not with the rate of major adverse cardiovascular events at the end of the 2-year follow-up.


Assuntos
Síndrome Coronariana Aguda/diagnóstico , Apolipoproteína A-I/sangue , HDL-Colesterol/sangue , Estenose Coronária/diagnóstico , Diabetes Mellitus Tipo 2/complicações , Gravidade do Paciente , Síndrome Coronariana Aguda/sangue , Síndrome Coronariana Aguda/etiologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Biomarcadores/sangue , Estudos de Casos e Controles , Estenose Coronária/sangue , Estenose Coronária/etiologia , Diabetes Mellitus Tipo 2/sangue , Feminino , Seguimentos , Humanos , Estimativa de Kaplan-Meier , Masculino , Pessoa de Meia-Idade , Prognóstico , Estudos Prospectivos , Fatores de Risco
8.
Front Immunol ; 12: 632333, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33717169

RESUMO

Background: Murine monocytes (MC) are classified into Ly6Chigh and Ly6Clow MC. Ly6Chigh MC is the pro-inflammatory subset and the counterpart of human CD14++CD16+ intermediate MC which contributes to systemic and tissue inflammation in various metabolic disorders, including hyperhomocysteinemia (HHcy). This study aims to explore molecule signaling mediating MC subset differentiation in HHcy and control mice. Methods: RNA-seq was performed in blood Ly6Chigh and Ly6Clow MC sorted by flow cytometry from control and HHcy cystathionine ß-synthase gene-deficient (Cbs-/-) mice. Transcriptome data were analyzed by comparing Ly6Chigh vs. Ly6Clow in control mice, Ly6Chigh vs. Ly6Clow in Cbs-/- mice, Cbs-/- Ly6Chigh vs. control Ly6Chigh MC and Cbs-/- Ly6Clow vs. control Ly6Clow MC by using intensive bioinformatic strategies. Significantly differentially expressed (SDE) immunological genes and transcription factor (TF) were selected for functional pathways and transcriptional signaling identification. Results: A total of 7,928 SDE genes and 46 canonical pathways derived from it were identified. Ly6Chigh MC exhibited activated neutrophil degranulation, lysosome, cytokine production/receptor interaction and myeloid cell activation pathways, and Ly6Clow MC presented features of lymphocyte immunity pathways in both mice. Twenty-four potential transcriptional regulatory pathways were identified based on SDE TFs matched with their corresponding SDE immunological genes. Ly6Chigh MC presented downregulated co-stimulatory receptors (CD2, GITR, and TIM1) which direct immune cell proliferation, and upregulated co-stimulatory ligands (LIGHT and SEMA4A) which trigger antigen priming and differentiation. Ly6Chigh MC expressed higher levels of macrophage (MΦ) markers, whereas, Ly6Clow MC highly expressed lymphocyte markers in both mice. HHcy in Cbs-/- mice reinforced inflammatory features in Ly6Chigh MC by upregulating inflammatory TFs (Ets1 and Tbx21) and strengthened lymphocytes functional adaptation in Ly6Clow MC by increased expression of CD3, DR3, ICOS, and Fos. Finally, we established 3 groups of transcriptional models to describe Ly6Chigh to Ly6Clow MC subset differentiation, immune checkpoint regulation, Ly6Chigh MC to MΦ subset differentiation and Ly6Clow MC to lymphocyte functional adaptation. Conclusions: Ly6Chigh MC displayed enriched inflammatory pathways and favored to be differentiated into MΦ. Ly6Clow MC manifested activated T-cell signaling pathways and potentially can adapt the function of lymphocytes. HHcy reinforced inflammatory feature in Ly6Chigh MC and strengthened lymphocytes functional adaptation in Ly6Clow MC.


Assuntos
Antígenos Ly/imunologia , Hiper-Homocisteinemia/imunologia , Monócitos/imunologia , Animais , Antígenos Ly/metabolismo , Diferenciação Celular/imunologia , Cistationina beta-Sintase/deficiência , Perfilação da Expressão Gênica , Regulação da Expressão Gênica , Hiper-Homocisteinemia/metabolismo , Proteínas de Checkpoint Imunológico/genética , Inflamação , Linfócitos/imunologia , Lisossomos/imunologia , Macrófagos/imunologia , Camundongos , Monócitos/metabolismo , Transdução de Sinais , Fatores de Transcrição/genética
9.
Front Immunol ; 12: 809208, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34987524

RESUMO

Rationale: Inflammatory monocyte (MC) subset differentiation is a major feature in tissue inflammatory and atherosclerosis. The underlying molecular mechanism remains unclear. Objective: This study aims to explore molecule targets and signaling which determinate immunological features in MC subsets. Methods and Results: Blood Ly6Chigh and Ly6Clow MC subsets from control and ApoE-/- mice were isolated by flow cytometry sorting and subjected for bulk high-throughput RNA-sequencing. Intensive bioinformatic studies were performed by analyzing transcriptome through four pairs of comparisons: A) Ly6Chigh vs Ly6Clow in control mice; B) Ly6Chigh vs Ly6Clow in ApoE-/- mice; C) ApoE-/- Ly6Chigh vs control Ly6Chigh MC; D) ApoE-/- Ly6Clow vs control Ly6Clow MC. A total of 80 canonical pathways and 16 enriched pathways were recognized by top-down analysis using IPA and GSEA software, and further used for overlapping analysis. Immunological features and signaling were assessed on four selected functional groups, including MHCII, immune checkpoint, cytokine, and transcription factor (TF). Among the total 14578 significantly differentially expressed (SDE) genes identified though above four comparison, 1051 TF and 348 immunological genes were discovered. SDE immunological genes were matched with corresponding upstream SDE TF by IPA upstream analysis. Fourteen potential transcriptional axes were recognized to modulate immunological features in the Ly6C MC subset. Based on an intensive literature search, we found that the identified SDE immune checkpoint genes in Ly6Chigh MC are associated with pro-inflammatory/atherogenic balance function. Immune checkpoint genes GITR, CTLA4, and CD96 were upregulated in Ly6Clow MC from all mice and presented anti-inflammatory/atherogenic features. Six cytokine genes, including Ccl2, Tnfsf14, Il1rn, Cxcl10, Ccl9, and Cxcl2, were upregulated in Ly6Chigh MC from all mice and associated with pro-inflammatory/atherogenic feature. Cytokine receptor gene Il12rb2, Il1r1, Il27ra, Il5ra, Ngfr, Ccr7, and Cxcr5 were upregulated in Ly6Clow MC from all mice and presented anti-inflammatory/atherogenic features. MHCII genes (H2-Oa, H2-DMb2, H2-Ob, H2-Eb2, H2-Eb1, H2-Aa, and Cd74) were elevated in Ly6Clow MC from all mice. ApoE-/- augmented pro-atherogenic/inflammatory and antigen-presenting cells (APC) feature in both subsets due to elevated expression of cytokine genes (Cxcl11, Cntf, Il24, Xcl, Ccr5, Mpl, and Acvr2a) and MHCII gene (H2-Aa and H2-Ea-ps). Finally, we modeled immunological gene expression changes and functional implications in MC differentiation and adaptive immune response for MC subsets from control and ApoE-/- mice. Conclusions: Ly6Chigh MC presented pro-inflammatory/atherogenic features and lower APC potential. Ly6Clow MC displayed anti-inflammatory/atherogenic features and higher APC potential. ApoE-/- confers upon both subsets with augmented pro-atherogenic/inflammatory function and APC potential.


Assuntos
Apolipoproteínas E/metabolismo , Aterosclerose/imunologia , Inflamação/imunologia , Macrófagos/imunologia , Monócitos/imunologia , Imunidade Adaptativa , Animais , Antígenos Ly/metabolismo , Apolipoproteínas E/genética , Diferenciação Celular , Citocinas/genética , Citocinas/metabolismo , Regulação da Expressão Gênica , Proteína Relacionada a TNFR Induzida por Glucocorticoide/genética , Proteína Relacionada a TNFR Induzida por Glucocorticoide/metabolismo , Antígenos de Histocompatibilidade/genética , Humanos , Camundongos , Camundongos Knockout , Transdução de Sinais
10.
Pharmacol Ther ; 219: 107709, 2021 03.
Artigo em Inglês | MEDLINE | ID: mdl-33091428

RESUMO

The CD40 receptor and its ligand CD40L is one of the most critical molecular pairs of the stimulatory immune checkpoints. Both CD40 and CD40L have a membrane form and a soluble form generated by proteolytic cleavage or alternative splicing. CD40 and CD40L are widely expressed in various types of cells, among which B cells and myeloid cells constitutively express high levels of CD40, and T cells and platelets express high levels of CD40L upon activation. CD40L self-assembles into functional trimers which induce CD40 trimerization and downstream signaling. The canonical CD40/CD40L signaling is mediated by recruitment of TRAFs and NF-κB activation, which is supplemented by signal pathways such as PI3K/AKT, MAPKs and JAK3/STATs. CD40/CD40L immune checkpoint leads to activation of both innate and adaptive immune cells via two-way signaling. CD40/CD40L interaction also participates in regulating thrombosis, tissue inflammation, hematopoiesis and tumor cell fate. Because of its essential role in immune activation, CD40/CD40L interaction has been regarded as an attractive immunotherapy target. In recent years, significant advance has been made in CD40/CD40L-targeted therapy. Various types of agents, including agonistic/antagonistic monoclonal antibodies, cellular vaccines, adenoviral vectors and protein antagonist, have been developed and evaluated in early-stage clinical trials for treating malignancies, autoimmune diseases and allograft rejection. In general, these agents have demonstrated favorable safety and some of them show promising clinical efficacy. The mechanisms of benefits include immune cell activation and tumor cell lysis/apoptosis in malignancies, or immune cell inactivation in autoimmune diseases and allograft rejection. This review provides a comprehensive overview of the structure, processing, cellular expression pattern, signaling and effector function of CD40/CD40L checkpoint molecules. In addition, we summarize the progress, targeted diseases and outcomes of current ongoing and completed clinical trials of CD40/CD40L-targeted therapy.


Assuntos
Doenças Autoimunes , Neoplasias , Antígenos CD40 , Ligante de CD40 , Humanos , Neoplasias/tratamento farmacológico , Fosfatidilinositol 3-Quinases
11.
Redox Biol ; 37: 101759, 2020 10.
Artigo em Inglês | MEDLINE | ID: mdl-33086106

RESUMO

Innate and adaptive immune cell activation and infiltration is the key characteristic of tissue inflammation. The innate immune system is the front line of host defense in which innate immune cells are activated by danger signals, including pathogen- and danger-associated molecular pattern, and metabolite-associated danger signal. Innate immunity activation can directly contribute to tissue inflammation or immune resolution by phagocytosis and secretion of biologically active molecules, or indirectly via antigen-presenting cell (APC) activation-mediated adaptive immune responses. This review article describes the cellular and molecular interplay of innate-adaptive immune systems. Three major mechanisms are emphasized in this article for their role in facilitating innate-adaptive immunity interplay. 1) APC can be formed from classical and conditional innate immune cells to bridge innate-adaptive immune response. 2) Immune checkpoint molecular pairs connect innate and adaptive immune cells to direct one-way and two-way immune checkpoint reactions. 3) Metabolic reprogramming during immune responses leads to excessive cytosolic and mitochondrial reactive oxygen species (ROS) production. Increased NADPH oxidase-derived extracellular and intracellular ROS are mostly responsible for oxidative stress, which contributes to functional changes in immune cells. Further understanding of innate-adaptive immunity interplay and its underlying molecular basis would lead to the identification of therapeutic targets for immunological and inflammatory disease.


Assuntos
Imunidade Adaptativa , Imunidade Inata , Humanos , Sistema Imunitário , Inflamação , Oxirredução
12.
Lipids Health Dis ; 19(1): 89, 2020 May 09.
Artigo em Inglês | MEDLINE | ID: mdl-32386519

RESUMO

BACKGROUND: Ischemic heart disease (IHD) is a common cardiovascular disorder associated with inadequate blood supply to the myocardium. Chronic coronary ischemia leads to ischemic cardiomyopathy (ICM). Despite their rising prevalence and morbidity, few studies have discussed the lipids alterations in these patients. METHODS: In this cross-sectional study, we analyzed serum lipids profile in IHD and ICM patients using a lipidomics approach. Consecutive consenting patients admitted to the hospital for IHD and ICM were enrolled. Serum samples were obtained after overnight fasting. Non-targeted metabolomics was applied to demonstrate lipids metabolic profile in control, IHD and ICM patients. RESULTS: A total of 63 and 62 lipids were detected in negative and positive ion mode respectively. Among them, 16:0 Lyso PI, 18:1 Lyso PI in negative ion mode, and 19:0 Lyso PC, 12:0 SM d18:1/12:0, 15:0 Lyso PC, 17:0 PC, 18:1-18:0 PC in positive ion mode were significantly altered both in IHD and ICM as compared to control. 13:0 Lyso PI, 18:0 Lyso PI, 16:0 PE, 14:0 PC DMPC, 16:0 ceramide, 18:0 ceramide in negative ion mode, and 17:0 PE, 19:0 PC, 14:0 Lyso PC, 20:0 Lyso PC, 18:0 PC DSPC, 18:0-22:6 PC in positive ion mode were significantly altered only in ICM as compared to IHD and control. CONCLUSION: Using non-targeted lipidomics profiling, we have successfully identified a group of circulating lipids that were significantly altered in IHD and ICM. The lipids metabolic signatures shed light on potential new biomarkers and therapeutics for preventing and treating ICM.


Assuntos
Cardiomiopatias/sangue , Ceramidas/sangue , Lisofosfolipídeos/sangue , Isquemia Miocárdica/sangue , Fosfatidilcolinas/sangue , Esfingomielinas/sangue , Adulto , Idoso , Cardiomiopatias/diagnóstico , Cardiomiopatias/patologia , Estudos de Casos e Controles , Ceramidas/classificação , Feminino , Humanos , Metabolismo dos Lipídeos , Lisofosfolipídeos/classificação , Masculino , Metabolômica/métodos , Pessoa de Meia-Idade , Isquemia Miocárdica/diagnóstico , Isquemia Miocárdica/patologia , Miocárdio/metabolismo , Miocárdio/patologia , Fosfatidilcolinas/classificação , Espectrometria de Massas por Ionização e Dessorção a Laser Assistida por Matriz , Esfingomielinas/classificação
13.
Front Immunol ; 10: 2612, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31824480

RESUMO

The mechanisms underlying pathophysiological regulation of tissue macrophage (Mφ) subsets remain poorly understood. From the expression of 207 Mφ genes comprising 31 markers for 10 subsets, 45 transcription factors (TFs), 56 immunometabolism enzymes, 23 trained immunity (innate immune memory) enzymes, and 52 other genes in microarray data, we made the following findings. (1) When 34 inflammation diseases and tumor types were grouped into eight categories, there was differential expression of the 31 Mφ markers and 45 Mφ TFs, highlighted by 12 shared and 20 group-specific disease pathways. (2) Mφ in lung, liver, spleen, and intestine (LLSI-Mφ) express higher M1 Mφ markers than lean adipose tissue Mφ (ATMφ) physiologically. (3) Pro-adipogenic TFs C/EBPα and PPARγ and proinflammatory adipokine leptin upregulate the expression of M1 Mφ markers. (4) Among 10 immune checkpoint receptors (ICRs), LLSI-Mφ and bone marrow (BM) Mφ express higher levels of CD274 (PDL-1) than ATMφ, presumably to counteract the M1 dominant status via its reverse signaling behavior. (5) Among 24 intercellular communication exosome mediators, LLSI- and BM- Mφ prefer to use RAB27A and STX3 than RAB31 and YKT6, suggesting new inflammatory exosome mediators for propagating inflammation. (6) Mφ in peritoneal tissue and LLSI-Mφ upregulate higher levels of immunometabolism enzymes than does ATMφ. (7) Mφ from peritoneum and LLSI-Mφ upregulate more trained immunity enzyme genes than does ATMφ. Our results suggest that multiple new mechanisms including the cell surface, intracellular immunometabolism, trained immunity, and TFs may be responsible for disease group-specific and shared pathways. Our findings have provided novel insights on the pathophysiological regulation of tissue Mφ, the disease group-specific and shared pathways of Mφ, and novel therapeutic targets for cancers and inflammations.


Assuntos
Inflamação/imunologia , Macrófagos/imunologia , Neoplasias/imunologia , Transdução de Sinais/imunologia , Mineração de Dados/métodos , Humanos
14.
J Investig Med ; 67(8): 1097-1102, 2019 12.
Artigo em Inglês | MEDLINE | ID: mdl-31363018

RESUMO

Myocardial free wall rupture (MFWR) refers to laceration of the heart ventricle or atria, which is a rare but fatal complication of acute myocardial infarction (AMI). In this study, we aim to identify the clinical characteristics and protective factors of free wall rupture after myocardial infarction. This is a single-center, retrospective observational analysis. The study screened all patients admitted to the cardiology department of the First Affiliated Hospital of Xi'an Jiaotong University between January 2013 and April 2018. The biochemical, clinical, angiographic and echocardiographic features of these patients were then collected and analyzed. Among the 5946 screened patients with AMI, 23 patients with a diagnosis of MFWR after AMI were enrolled in the present study. 18 (78.3%) patients were diagnosed with acute ST segment elevated myocardial infarction and the remaining 5 (21.7%) have acute non-ST segment elevated myocardial infarction. Early-phase MFWR happened in 12 (52.2%) and late-phase accounted for 8 (34.8%) in total. Late-phase MFWR had lower left ventricle ejection fraction value (45.8%±5.6% vs 63.0±3.8%, p<0.001) as compared with early-phase. Patients who survived from MFWR has higher ACE inhibitor/angiotensin II receptor blocker (ACEI/ARB) and ß-blocker coverage in the in-hospital treatment of AMI (ACEI/ARB: 100.0% vs 35.3%, p=0.014; ß-blocker: 100.0% vs 47.1%, p=0.048). The present study provides evidence for better understanding of the clinical characteristics and protective functions in MFWR after AMI. Reduced cardiac function is correlated with higher incidence of later phase free wall rupture. Higher ACEI/ARB and ß-blocker coverage in the AMI treatment strategy is associated with lower MFWR incidence.


Assuntos
Ruptura Cardíaca/complicações , Hospitalização , Infarto do Miocárdio/complicações , Idoso , Feminino , Mortalidade Hospitalar , Humanos , Modelos Lineares , Masculino
16.
Thromb Res ; 170: 142-147, 2018 10.
Artigo em Inglês | MEDLINE | ID: mdl-30193195

RESUMO

INTRODUCTION: Both Global Registry of Acute Coronary Events (GRACE) risk score and CYP2C19 metabolizer status can independently predict major adverse cardiac events (MACEs) in patients with acute coronary syndrome (ACS) undergoing percutaneous coronary intervention (PCI). We investigated whether their combination could better predict MACE occurrence in patients with ACS undergoing PCI. MATERIALS AND METHODS: This retrospective cohort study included 548 consecutive patients with ACS undergoing PCI. A cumulative MACE curve was calculated using the Kaplan-Meier method. Multivariate Cox regression was used to identify MACE predictors. The predictive value of GRACE risk score alone and CYP2C19 metabolizer status was estimated by the area under the receiver operating characteristic curve (AUC), net reclassification improvement (NRI), and integrated discrimination improvement (IDI). RESULTS: In a median of 28.58 months, 17 patients (3%) were lost to follow-up, and 62 (11.3%) experienced MACEs. Multivariate Cox regression analysis showed that both GRACE score and CYP2C19 metabolizer status were independent MACE predictors (hazard ratio 1.019, 95% CI 1.011-1.027, p < 0.001; hazard ratio 2.383, 95% CI 1.601-3.547, p < 0.001, respectively). Kaplan-Meier analysis showed that CYP2C19 PM increased the MACE risk (log rank test = 10.848, p = 0.004). The GRACE score adjustment by CYP2C19 metabolizer status enhanced the predictive value (AUC increased from 0.682 for GRACE score alone to 0.731 for GRACE score plus CYP2C19 metabolizer). This result was further verified by IDI and NRI. CONCLUSIONS: CYP2C19 metabolizer status and GRACE score are readily available predictive approaches for MACEs, and their combination derives a more accurate long-term MACE prediction in clopidogrel-treated patients with ACS undergoing PCI.


Assuntos
Síndrome Coronariana Aguda/genética , Citocromo P-450 CYP2C19/genética , Intervenção Coronária Percutânea/métodos , Síndrome Coronariana Aguda/patologia , Idoso , Estudos de Coortes , Citocromo P-450 CYP2C19/metabolismo , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Prognóstico , Estudos Retrospectivos , Medição de Risco , Fatores de Risco
17.
Dis Markers ; 2018: 5236267, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-30627225

RESUMO

OBJECTIVE: The pathophysiologic mechanism of how thyroid function is related to the development and prognosis of acute myocardial infarction (AMI) remains under explored, and there has been a lack of clinical investigations. In this study, we investigate the relationship between triiodothyronine (T3) level and cardiac ejection fraction (EF) as well as probrain natriuretic peptide (NT-proBNP) on admission and subsequent prognosis in AMI patients. METHODS: We measured admission thyroid function, NT-proBNP, and EF by echocardiography in 345 patients diagnosed with AMI. Simple and multiregression analyses were performed to investigate the correlation between T3 level and EF as well as NT-proBNP. Major adverse cardiovascular events (MACE), including new-onset myocardial infarction, acute heart failure, and cardiac death, were documented during the follow-up. 248 participants were separated into three groups based on T3 and free triiodothyronine (FT3) levels for survival analysis during a 2-year follow-up. RESULTS: 345 patients diagnosed with AMI were included in the initial observational analysis. 248 AMI patients were included in the follow-up survival analysis. The T3 levels were found to be significantly positively correlated with EF (R square = 0.042, P < 0.001) and negatively correlated with admission NT-proBNP levels (R square = 0.059, P < 0.001), which is the same with the correlation between FT3 and EF (R square = 0.053, P < 0.001) and admission NT-proBNP levels (R square = 0.108, P < 0.001). Kaplan-Meier survival analysis revealed no significant difference with regard to different T3 or FT3 levels at the end of follow-up. CONCLUSIONS: T3 and FT3 levels are moderately positively correlated with cardiac function on admission in AMI patients but did not predict a long-time survival rate. Further studies are needed to explain whether longer-term follow-up would further identify the prognosis effect of T3 on MACE and all-cause mortality.


Assuntos
Infarto do Miocárdio/fisiopatologia , Volume Sistólico , Tri-Iodotironina/metabolismo , Idoso , Biomarcadores/metabolismo , Ecocardiografia , Feminino , Humanos , Pacientes Internados , Masculino , Pessoa de Meia-Idade , Infarto do Miocárdio/metabolismo , Peptídeo Natriurético Encefálico/metabolismo , Fragmentos de Peptídeos/metabolismo , Prognóstico , Estudos Prospectivos , Análise de Regressão , Análise de Sobrevida
18.
PPAR Res ; 2016: 7407153, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-27403152

RESUMO

The inflammatory response after polymer-based drug-eluting stent (DES) placement has recently emerged as a major concern. The biologic roles of peroxisome proliferator-activated receptor-γ (PPAR-γ) activators thiazolidinedione (TZD) remain controversial in cardiovascular disease. Herein, we investigated the antiinflammatory effects of pioglitazone (PIO) on circulating peripheral blood mononuclear cells (MNCs) in patients after coronary DES implantation. Methods and Results. Twenty-eight patients with coronary artery disease and who underwent DES implantations were randomly assigned to pioglitazone (30 mg/d; PIO) or placebo (control; Con) treatment in addition to optimal standard therapy. After 12 weeks of treatment, plasma concentrations of high-sensitivity C-reactive protein (hs-CRP), interleukin-6 (IL-6), tumor necrosis factor-α (TNF-α), and matrix metalloproteinase-9 (MMP-9) were significantly decreased in PIO group compared to the Con group (P = 0.035, 0.011, 0.008, and 0.012, resp.). DES-induced mRNA expressions of IL-6, TNF-α, and MMP-9 in circulating MNC were significantly blocked by PIO (P = 0.031, 0.012, and 0.007, resp.). In addition, PIO markedly inhibited DES-enhanced NF-κB function and DES-blocked PPAR-γ activity. Mechanically, DES induced PPAR-γ ubiquitination and degradation in protein level, which can be totally reversed by PIO. Conclusion. PIO treatment attenuated DES-induced PPAR loss, NF-κB activation, and proinflammation, indicating that PIO may have a novel direct protective role in modulating proinflammation in DES era.

19.
Med Hypotheses ; 93: 5-7, 2016 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-27372847

RESUMO

Coronary artery disease is a common disease that seriously threaten the health of more than 150 million people per year. Atherosclerosis is considered to be the main cause of coronary artery disease which begins with damage or injury to the inner layer of a coronary artery, sometimes as early as childhood. The damage may be caused by various factors, including: smoking, high blood pressure, hypercholesterolemia, sedentary lifestyle, diabetes and insulin resistance. Once a coronary artery disease has developed, all patients need to be treated with long term standard treatment, including heart-healthy lifestyle changes, medicines, and medical procedures or surgery. Hydroxychloroquine, an original antimalarial drug, prevents inflammation caused by lupus erythematosus and rheumatoid arthritis. It is relatively safe and well-tolerated during the treatment. Since atherosclerosis and rheumatoid arthritis have resemble mechanism and increasing clinical researches confirm that hydroxychloroquine has an important role in both anti-rheumatoid arthritis and cardiovascular protection (such as anti-platelet, anti-thrombotic, lipid-regulating, anti-hypertension, hypoglycemia, and so on), we hypothesize that hydroxychloroquine might be a promising choice to coronary artery disease patients for its multiple benefits.


Assuntos
Doença da Artéria Coronariana/tratamento farmacológico , Hidroxicloroquina/uso terapêutico , Animais , Antimaláricos/uso terapêutico , Artrite Reumatoide/tratamento farmacológico , Modelos Animais de Doenças , Humanos , Inflamação/tratamento farmacológico , Resistência à Insulina , Lipídeos/química , Modelos Teóricos , Inibidores da Agregação Plaquetária/química , Fatores de Risco
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