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1.
Sci Rep ; 12(1): 5070, 2022 03 24.
Article in English | MEDLINE | ID: mdl-35332177

ABSTRACT

Early diagnosis of lung cancer is critically important to reduce disease severity and improve overall survival. Newer, minimally invasive biopsy procedures often fail to provide adequate specimens for accurate tumor subtyping or staging which is necessary to inform appropriate use of molecular targeted therapies and immune checkpoint inhibitors. Thus newer approaches to diagnosis and staging in early lung cancer are needed. This exploratory pilot study obtained peripheral blood samples from 139 individuals with clinically evident pulmonary nodules (benign and malignant), as well as ten healthy persons. They were divided into three cohorts: original cohort (n = 99), control cohort (n = 10), and validation cohort (n = 40). Average RNAseq sequencing of leukocytes in these samples were conducted. Subsequently, data was integrated into artificial intelligence (AI)-based computational approach with system-wide gene expression technology to develop a rapid, effective, non-invasive immune index for early diagnosis of lung cancer. An immune-related index system, IM-Index, was defined and validated for the diagnostic application. IM-Index was applied to assess the malignancies of pulmonary nodules of 109 participants (original + control cohorts) with high accuracy (AUC: 0.822 [95% CI: 0.75-0.91, p < 0.001]), and to differentiate between phases of cancer immunoediting concept (odds ratio: 1.17 [95% CI: 1.1-1.25, p < 0.001]). The predictive ability of IM-Index was validated in a validation cohort with a AUC: 0.883 (95% CI: 0.73-1.00, p < 0.001). The difference between molecular mechanisms of adenocarcinoma and squamous carcinoma histology was also determined via the IM-Index (OR: 1.2 [95% CI 1.14-1.35, p = 0.019]). In addition, a structural metabolic behavior pattern and signaling property in host immunity were found (bonferroni correction, p = 1.32e - 16). Taken together our findings indicate that this AI-based approach may be used for "Super Early" cancer diagnosis and amend the current immunotherpay for lung cancer.


Subject(s)
Lung Neoplasms , Multiple Pulmonary Nodules , Artificial Intelligence , Diagnosis, Differential , Early Detection of Cancer , Humans , Leukocytes/pathology , Lung Neoplasms/pathology , Multiple Pulmonary Nodules/diagnosis , Pilot Projects
3.
Heart Fail Rev ; 24(6): 1005-1017, 2019 11.
Article in English | MEDLINE | ID: mdl-31175491

ABSTRACT

FGF21 (fibroblast growth factor 21) is a regulator of metabolism and performs an important role in glucose and lipid metabolism and the maintenance of energy balance. FGF21 is principally expressed in the liver, but it can also be found in the pancreas, skeletal muscle, and adipose tissue. It is known that levels of serum FGF21 are significantly elevated in obese, insulin-resistant patients, and those with metabolic syndrome. Elevated levels of FGF21 in serum during the early stages of various metabolic diseases are considered a compensatory response by the organism. Therefore, FGF21 is considered a hormone in response to stress and an early diagnostic marker of disease. Diabetic cardiomyopathy is a special type of cardiac complication, characterized as a chronic myocardial disorder caused by diabetes. The pathological process includes increased oxidative stress, energy metabolism in myocardial cells, an inflammatory response, and myocardial cell apoptosis. A growing body of evidence suggests that FGF21 has the potential to be an effective drug for the treatment of diabetic cardiomyopathy. Here, we review recent progress on the characteristics of FGF21 in its protective role, especially in pathological processes such as suppressing apoptosis in the myocardium, reducing inflammation in cardiomyocytes, reducing oxidative stress, and promoting fatty acid oxidation. In addition, we explore the possibility that diabetic cardiomyopathy can be delayed through the application of FGF21, providing possible therapeutic targets of the disease.


Subject(s)
Cardiotonic Agents/blood , Cardiovascular Diseases/blood , Diabetic Cardiomyopathies/metabolism , Fibroblast Growth Factors/blood , Animals , Apoptosis/drug effects , Cardiotonic Agents/pharmacology , Cardiovascular Diseases/complications , Diabetic Cardiomyopathies/drug therapy , Energy Metabolism/physiology , Fibroblast Growth Factors/pharmacology , Glucose/metabolism , Humans , Inflammation/metabolism , Insulin Resistance/physiology , Lipid Metabolism/drug effects , Metabolic Syndrome/blood , Mice , Models, Animal , Myocardium/metabolism , Myocardium/pathology , Myocytes, Cardiac/metabolism , Obesity/metabolism , Oxidative Stress/drug effects , Rats
4.
Biochem Biophys Res Commun ; 503(2): 564-571, 2018 09 05.
Article in English | MEDLINE | ID: mdl-29852170

ABSTRACT

Non-alcoholic fatty liver disease (NAFLD) is characterized by hepatic steatosis, insulin resistance, dyslipidemia and a systemic pro-inflammatory response, a leading cause of cirrhosis and hepatocellular carcinoma. Here, we showed that PDZ-LIM domain-containing protein 2 (PDLIM2) was an effective suppressor of steatohepatitis. After 16 weeks on a high fat diet (HFD), obesity, insulin resistance, hepatic dyslipidemia and inflammation were markedly aggravated in PDLIM2-knockout (KO) mice. PDLIM2 deletion resulted in lipid accumulation in liver tissue samples of HFD-induced mice, as evidenced by the significant increase of hepatic TG and TC through reducing the expression of lipogenesis- and transcriptional regulators of lipid metabolism-related genes and enhancing fatty acid oxidation-associated molecules. In addition, PDLIM2-ablation promoted the expression of pro-inflammatory cytokines by activating nuclear factor kappa-B (NF-κB) signaling pathway, as supported by the remarkable increase of phosphorylated IKKß, IκBα and NF-κB expressions in liver of HFD-fed mice. Of note, the in vitro study demonstrated that PDLIM2 ablation-enhanced inflammatory response and disorder of lipid metabolism were abrogated by suppressing NF-κB activity. Collectively, the findings could lead to the development of potential therapeutic strategy to prevent NAFLD and associated metabolic disorders by targeting PDLIM2.


Subject(s)
Adaptor Proteins, Signal Transducing/immunology , Diet, High-Fat/adverse effects , Inflammation/immunology , LIM Domain Proteins/immunology , Lipogenesis , Liver/immunology , NF-kappa B/immunology , Adaptor Proteins, Signal Transducing/genetics , Animals , Cells, Cultured , Dyslipidemias/etiology , Dyslipidemias/genetics , Dyslipidemias/immunology , Inflammation/etiology , Inflammation/genetics , Insulin Resistance , LIM Domain Proteins/genetics , Liver/metabolism , Mice , Mice, Knockout , Non-alcoholic Fatty Liver Disease/etiology , Non-alcoholic Fatty Liver Disease/genetics , Non-alcoholic Fatty Liver Disease/immunology
5.
Sci Rep ; 8(1): 7146, 2018 05 08.
Article in English | MEDLINE | ID: mdl-29739994

ABSTRACT

Obesity-related traits have been associated with coronary artery disease (CAD) in observational studies, but these associations may be biased by confounding factors and reverse causation. In this study, we specifically conducted two-sample Mendelian randomization (MR) analyses to overcome these limitations and test the associations of obesity-related traits (other than body mass index (BMI)) (n = 322,154) with CAD (22,233 cases and 64,762 controls) by using summary-level data from previous studies. The methods utilized to estimate these associations included the inverse-variance weighted method, the weighted median method and MR-Egger regression. Our results supported causal effects of BMI, hip circumference (HC), waist circumference (WC), and waist-hip ratio (WHR) on CAD. The associations of BMI-adjusted HC and WC with CAD were reversed, unlike that of WHR. In MR analyses excluding overlapping single nucleotide polymorphisms (SNPs) from obesity-related traits, the associations of these traits with CAD were preserved. The associations of BMI-adjusted HC and WC with CAD require further investigation, as collider stratification may be occurring. Additionally, central adiposity (measured by WHR) separated from general adiposity (measured by BMI) and general adiposity might pose similar risks for CAD. In clinical practice, physicians should pay attention to the potential effects of different obesity-related traits on CAD.


Subject(s)
Adiposity/genetics , Coronary Artery Disease/genetics , Mendelian Randomization Analysis , Obesity/genetics , Body Mass Index , Coronary Artery Disease/complications , Coronary Artery Disease/physiopathology , Female , Genome-Wide Association Study , Humans , Male , Obesity/complications , Obesity/physiopathology , Polymorphism, Single Nucleotide/genetics , Risk Factors , Waist Circumference/genetics , Waist-Hip Ratio
6.
Drug Des Devel Ther ; 11: 2813-2826, 2017.
Article in English | MEDLINE | ID: mdl-29033543

ABSTRACT

Kidney fibrosis and renal tubular epithelial-to-mesenchymal transition (EMT) are the main pathological changes of diabetic nephropathy (DN), which eventually leads to end-stage renal disease. Previous studies have suggested that echinacoside (ECH) is antifibrotic in the liver. However, the effect of ECH on kidney fibrosis in DN and its mechanisms are unknown. This study was performed to explore the effect of ECH on kidney fibrosis and also the molecular mechanisms of ECH in a db/db mice model of DN. Our results showed that, relative to db/db mice, the mice in the ECH group had an improved general state and reduced blood glucose and 24-hour urinary protein levels. The deterioration of renal function was delayed due to treatment with ECH. We also observed that ECH can improve histopathological findings in the kidneys of db/db mice, including collagen deposition, mesangial cell and mesangial matrix hyperplasia, basement membrane thickening, and podocyte reduction. Moreover, ECH inhibited the TGF-ß1/Smads signaling pathway, downregulated fibronectin (FN), collagen IV, and alpha-smooth muscle actin (α-SMA) levels, and upregulated E-cadherin level in the db/db mice model of DN. Our findings indicate that ECH has a therapeutic effect on DN, including the inhibition of renal tubular EMT and kidney fibrosis. Furthermore, ECH inhibits kidney fibrosis through regulation of the TGF-ß1/Smads signaling pathway.


Subject(s)
Diabetic Nephropathies/drug therapy , Glycosides/pharmacology , Kidney/drug effects , Signal Transduction/drug effects , Smad Proteins/antagonists & inhibitors , Transforming Growth Factor beta1/antagonists & inhibitors , Animals , Diabetic Nephropathies/pathology , Disease Models, Animal , Epithelial-Mesenchymal Transition/drug effects , Fibrosis , Kidney/pathology , Kidney/ultrastructure , Male , Mice , Smad Proteins/physiology , Transforming Growth Factor beta1/physiology
7.
Oncol Lett ; 12(5): 4238-4244, 2016 Nov.
Article in English | MEDLINE | ID: mdl-27895798

ABSTRACT

The present study aimed to explore the influence of T790M neighboring single nucleotide polymorphism (SNP) on the sensitivity of amplification refractory mutation system (ARMS)-based T790M mutation assay. Three ARMS-quantitative polymerase chain reaction (qPCR) systems (system 1 had a forward ARMS primer without rs1050171, system 2 included a forward ARMS primer with rs1050171 and system 3 contained the above two forward ARMS primers) were used to detect the T790M mutation in two series plasmid samples and genomic DNA (gDNA) of the cell line H1975. A total of 670 formalin-fixed paraffin-embedded (FFPE) tumor samples from non-small cell lung cancer patients were used to detect the epidermal growth factor receptor (EGFR) gene T790M mutation by direct sequencing and ARMS-qPCR. The ARMS-qPCR system 1 effectively detected samples with as low as 1% T790M mutant plasmid 1 (without rs1050171) and with 50% T790M mutant plasmid 2 (with rs1050171), while the ARMS-qPCR system 2 detected samples with 20 and 50% T790M mutant plasmid 1, in addition to samples with 1% T790M mutant plasmid 2. For the ARMS-qPCR system 3, samples with as low as 1% T790M mutant plasmids 1 or 2 were effectively detected. For gDNA analysis of the cell line H1975, the T790M mutation was effectively detected by the ARMS-qPCR systems 2 and 3 (~50% mutation rate), but was detected with a low mutation abundance by the ARMS-qPCR system 1 (~1% mutation rate). Of the 670 FFPE samples, 5 cases were identified to have the T790M mutation by sequencing and by the ARMS-qPCR system 1. One sample (named N067), which was considered as T790M-negative by sequencing, was demonstrated to have the T790M mutation using the ARMS-qPCR system 1. Sample N094, which was variant homozygous for rs1050171 and was indicated to be T790M-negative by sequencing and by the ARMS-qPCR system 1, was identified to have the T790M mutation with the ARMS-qPCR system 3. The A-variant allele frequency of rs1050171 was observed to be 28.2% in the 670 FFPE tumor samples, while the presence of rs148188503 (c. C2355T, p. T785T) was observed in sample N558, and a novel SNP with a base substitution (c. T2375C) at position 792 (p. L792P) in exon 20 of the EGFR gene was observed in sample N310. rs1050171 is a high-frequency SNP located near T790M, and the mutation statuses of rs1050171 appear to influence the sensitivity of the ARMS-based T790M detection system, thus generating a 14.3% false-negative rate (1/7). The present study proposes the risk that target neighboring SNPs (as far as 8 bp away in the present study) may exert on the sensitivity of ARMS-based detection methods.

8.
J Autoimmun ; 28(4): 188-200, 2007 Jun.
Article in English | MEDLINE | ID: mdl-17412560

ABSTRACT

Immuno-regulatory defects, including a reduction in the number and function of regulatory T cells, play an important role in the development of autoimmune diabetes in both humans and non-obese diabetic (NOD) mice. In this study we tested the effect of introduction of FoxP3 into antigen non-specific polyclonal and antigen-specific monoclonal T cells on diabetes development in NOD mice. Transduction of FoxP3 into antigen-specific monoclonal (insulin or BDC2.5 mimotope specific) or antigen non-specific polyclonal T cells using retroviral transduction delayed or prevented diabetes development. However, transduced antigen-specific monoclonal T cells were considerably more effective than polyclonal T cells. Regulatory activity was not limited to CD4 T cells as potent diabetogenic CD8 T cells specific for insulin, were also reduced in pathogenicity by FoxP3 induction. The disease suppressive effect, in both CD4 and CD8 cells, was more evident in spontaneously diabetes-prone NOD hosts (non-lymphopenic) than in lymphopenic NOD.scid hosts. We suggest that this strategy of transducing antigen-specific CD4 or CD8 T cells may be a useful therapeutic approach in the prevention of autoimmune diabetes.


Subject(s)
CD4-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/immunology , Diabetes Mellitus, Type 1/immunology , Forkhead Transcription Factors/immunology , Transforming Growth Factor beta/immunology , Animals , CD4-Positive T-Lymphocytes/pathology , CD8-Positive T-Lymphocytes/pathology , Diabetes Mellitus, Experimental/genetics , Diabetes Mellitus, Experimental/immunology , Diabetes Mellitus, Experimental/pathology , Diabetes Mellitus, Experimental/prevention & control , Diabetes Mellitus, Type 1/genetics , Diabetes Mellitus, Type 1/pathology , Diabetes Mellitus, Type 1/prevention & control , Forkhead Transcription Factors/genetics , Genetic Therapy , Insulin/immunology , Mice , Mice, Inbred NOD , Mice, SCID , Retroviridae , Transduction, Genetic
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