ABSTRACT
Due to invasive and serial examinations of bioactive molecules, liquid biopsy (LB) has emerged as a rapid and reliable solution for early disease detection and monitoring. Developing portable devices with high specificity and sensitivity for LB is highly valuable. To realize a generalized approach to increase the sensitivity of LB, we developed an ultrasensitive diagnostic biochip based on the amplification of miRNA by recombinase polymerase amplification and the significant enhancement of fluorescence signals by photonic crystal (PC) materials. The PCs-RPA biochip has a detection limit as low as 0.24 aM, a wide linear range of 8 orders of magnitude, and excellent specificity. Such advantages realize the accurate detection of circulating miRNAs with very low content in clinical serum samples for the precise diagnosis of nonsmall cell lung cancer.
Subject(s)
Carcinoma, Non-Small-Cell Lung , Circulating MicroRNA , Lung Neoplasms , Humans , Liquid Biopsy/methods , Circulating MicroRNA/blood , Lung Neoplasms/blood , Lung Neoplasms/diagnosis , Lung Neoplasms/pathology , Carcinoma, Non-Small-Cell Lung/blood , Carcinoma, Non-Small-Cell Lung/diagnosis , Nucleic Acid Amplification Techniques , Limit of DetectionABSTRACT
Hepatocellular carcinoma (HCC) is the most common liver cancer and is among the leading causes of cancer-related death worldwide. There is no reliable biomarker for the early diagnosis of HCC. Circulating microRNAs (miRNAs) have attracted attention as potential biomarkers of disease. By small-RNA next-generation sequencing, the analysis of serum miRNAs led to the identification of molecular signatures able to discriminate advanced HCC from early HCC (n = 246); advanced HCC from CIRRHOSIS (n = 299); advanced HCC from HEALTHY (n = 320); HEALTHY from early HCC (n = 343); and HEALTHY from CIRRHOSIS (n = 414). Cirrhotic patients and early HCC patients exhibited similar serum miRNA profiles, yet a small number of miRNAs (n = 57) were able to distinguish these two classes of patients. A second objective of the study was to identify serum miRNAs capable of predicting the response to therapy in patients with advanced HCC. All patients were treated with sorafenib as first-line therapy: 24 were nonresponsive and 24 responsive. Analysis of circulating miRNAs revealed a 54 miRNAs signature able to separate the two subgroups. This study suggested that circulating miRNAs could be useful biomarkers for monitoring patients with liver diseases ranging from cirrhosis to advanced HCC and possibly predicting susceptibility to first-line treatment based on sorafenib.
Subject(s)
Biomarkers, Tumor , Carcinoma, Hepatocellular , Circulating MicroRNA , Disease Progression , Liver Neoplasms , Humans , Liver Neoplasms/blood , Liver Neoplasms/genetics , Liver Neoplasms/drug therapy , Liver Neoplasms/diagnosis , Biomarkers, Tumor/blood , Biomarkers, Tumor/genetics , Circulating MicroRNA/blood , Circulating MicroRNA/genetics , Carcinoma, Hepatocellular/blood , Carcinoma, Hepatocellular/genetics , Carcinoma, Hepatocellular/drug therapy , Carcinoma, Hepatocellular/diagnosis , Male , Female , Middle Aged , Aged , Liver Cirrhosis/blood , Liver Cirrhosis/diagnosis , Liver Cirrhosis/genetics , Liver Cirrhosis/drug therapy , Sorafenib/therapeutic use , MicroRNAs/blood , MicroRNAs/genetics , AdultABSTRACT
Introduction: Patients with Cushing's syndrome (CS) in remission show sustained fatigue, myopathy, and an increased prevalence of sarcopenia. The mechanisms that determine these persistent muscle problems are not well known. We aimed to identify circulating microRNAs (miRNAs) with differential expression that could be potential biomarkers for the diagnosis and/or prognosis in CS. Patients and methods: Thirty-six women in sustained remission for 13 ± 7 years (mean ± SD) from CS, with a median age (IQ range) of 51 (45.2-60) years and mean ± SD BMI of 27 ± 4 Kg/m2, and 36 matched healthy controls were investigated. In 7 patients sarcopenia was present according to the European Working Group on Sarcopenia in Older People (EWGSOP) criteria. Small RNA libraries were generated and indexed using a modified Illumina TruSeq small RNA-sequencing protocol. MiRNAs were identified in plasma using bioinformatic analysis, and validation was carried out using RT-qPCR. For the validation, Taqman probes were performed on QuantStudio 5 equipment (Applied Biosystems). Results: In a first discovery group using RNA-sequencing, plasma samples of 18 CS patients and 18 healthy subjects were investigated; circulating miR-28-5p, miR-495-3p and miR-654-5p were upregulated in CS patients as compared with controls (p<0.05). In a validation study of the 3 upregulated miRNAs in 36 patients and 26 controls, no differences were observed by RT-qPCR; however, the expression of circulating miR-28-5p was upregulated in CS patients with sarcopenia as compared with those without (AUC for fold-change in the ROC analysis, 0.798; p=0.0156). The optimized cut-off value for miR-28-5p to identify CS patients with sarcopenia was 3.80, which yielded a sensitivity of 86% and a specificity of 69%. Conclusion: MiR-28-5p, a muscle-specific microRNA involved in myotube proliferation and differentiation in vivo, may serve as an independent non-invasive biomarker for identifying CS patients at high-risk of sarcopenia despite biochemical remission.
Subject(s)
Biomarkers , Cushing Syndrome , MicroRNAs , Sarcopenia , Humans , Sarcopenia/blood , Sarcopenia/genetics , Female , Middle Aged , Pilot Projects , Cushing Syndrome/blood , Cushing Syndrome/genetics , Cushing Syndrome/diagnosis , MicroRNAs/blood , MicroRNAs/genetics , Biomarkers/blood , Circulating MicroRNA/blood , Circulating MicroRNA/genetics , Case-Control Studies , Prognosis , Remission InductionABSTRACT
OBJECTIVES: To compare the microRNAs (miRNAs) contained within serum exosomes isolated from patients with Raynaud's phenomenon (RP) and negative antinuclear antibodies (ANA) to the miRNA contained in serum exosomes isolated from patients with RP and positive ANA. METHODS: Serum exosomes were isolated employing a polymer precipitation procedure. Next Generation Sequencing (NGS) was used to identify the miRNAs contained in the exosomes isolated from the two clinical cohorts and to analyse the differences in their contents. RESULTS: The NGS results identified six miRNAs that displayed significant differences in their content between serum exosomes from patients with RP with negative serum ANA compared to miRNAs contained in serum exosomes from patients with ANA-positive RP. CONCLUSIONS: A comparative analysis of miRNAs contained within serum exosomes of patients with RP and negative ANA vs. samples from patients with RP and positive ANA identified several differentially expressed miRNAs that may represent non-invasive biomarkers to assist in the identification of patients with RP at risk of evolving into systemic sclerosis.
Subject(s)
Antibodies, Antinuclear , Exosomes , MicroRNAs , Raynaud Disease , Humans , Raynaud Disease/blood , Raynaud Disease/genetics , Raynaud Disease/immunology , Raynaud Disease/diagnosis , Antibodies, Antinuclear/blood , Female , Exosomes/genetics , Middle Aged , MicroRNAs/blood , MicroRNAs/genetics , Male , Adult , Biomarkers/blood , High-Throughput Nucleotide Sequencing , Circulating MicroRNA/blood , Circulating MicroRNA/genetics , Aged , Predictive Value of TestsABSTRACT
BACKGROUND: Circulating microRNAs have been implicated in a diverse array of biological and pathological phenomena. Their potential utility as noninvasive biomarkers for screening and diagnosing various diseases has been proposed. OBJECTIVE: This study aimed to explore the potential role of the miRNAs miR-122 and miR-486 as molecular biomarkers in the pathogenesis of hepatitis C virus (HCV) infection. Thus, miR-122 and miR-486 were detected in the serum of HCV patients and healthy controls. Moreover, the potential correlations of miR-122 and miR-486 with viral complications, such as physical activity, pain, muscle fatigue, and HCV infection, were identified. METHODS: A total of 150 subjects aged 30 to 66 years were included in this study. The patients were classified as patients with chronic hepatitis C virus (CHC) (n = 110) or healthy controls (n = 40). Real-time polymerase chain reaction (PCR) analyses were performed to determine miR-122 and miR-486 expression. Physical activity (PA), pain score, HCV genotyping, viral overload, aspartate transaminase (AST), alanine transaminase (ALT), lactic acid dehydrogenase (LDH), creatine kinase (CK), and antioxidant status were also estimated by using prevalidated questionnaires, PCR, and spectrophotometric analyses. RESULTS: Compared with those in normal controls, significant increases in the serum levels of miR-122 and miR-486 were reported in patients with CHC. In physically active CHC patients, there was a significant correlation between the expression of miRNAs and increased alanine transaminase (ALT), aspartate transaminase (AST), fibrosis scores, and inflammation activity, but no association was reported for hepatitis C virus (HCV) RNA or viral load. Additionally, significant decreases in LDH, CK, GSSG, and pain scores and increases in TAC, GSH, and the GSH/GSSG ratio were reported. Moreover, the expression of miR-122 and miR-486 was positively correlated with changes in body mass index (BMI) and liver fibrosis stage, as well as negatively correlated with sex, PA, TAC, GSH, GSSG, and the GSH/GSSG ratio. CONCLUSION: MiR-122 and miR-486 expression levels were strongly correlated with physical activity, pain perception, and muscle fatigue biomarkers in HCV-infected patients. These miRNA levels were associated with elevated AST, ALT, fibrosis scores, LDH, CK, and antioxidant status, thus suggesting their potential as biomarkers for disease severity and oxidative stress. However, no correlation was observed with viral load or HCV-RNA expression, thus implying that these miRNAs may impact disease progression and symptoms through host factors, rather than directly affecting viral replication. In summary, the results demonstrated that molecular studies of miR-22 and miR-468 and their associations with PA, pain, adiposity, sex differences, and muscle fatigue, as well as routine biomarkers, could be useful as prognostic nanoninvasive biomarkers, thus providing novel therapeutic targets for CHC infection.
Subject(s)
Biomarkers , Circulating MicroRNA , Exercise , MicroRNAs , Humans , Middle Aged , Male , Female , Biomarkers/blood , Aged , MicroRNAs/blood , MicroRNAs/genetics , Circulating MicroRNA/blood , Adult , Hepacivirus/genetics , Hepatitis C, Chronic/blood , Case-Control Studies , Alanine Transaminase/blood , Aspartate Aminotransferases/bloodABSTRACT
Type 2 diabetes mellitus (T2DM) is associated with various complications, including diabetic foot, which can lead to significant morbidity and mortality. Non-healing foot ulcers in diabetic patients are a major risk factor for infections and amputations. Despite conventional treatments, which have limited efficacy, there is a need for more effective therapies. MicroRNAs (miRs) are small non-coding RNAs that play a role in gene expression and have been implicated in diabetic wound healing. miR expression was analyzed through RT-qPCR in 41 diabetic foot Mexican patients and 50 controls. Diabetic foot patients showed significant increases in plasma levels of miR-17-5p (p = 0.001), miR-191-5p (p = 0.001), let-7e-5p (p = 0.001), and miR-33a-5p (p = 0.005) when compared to controls. Elevated levels of miR-17, miR-191, and miR-121 correlated with higher glucose levels in patients with diabetic foot ulcers (r = 0.30, p = 0.004; r = 0.25, p = 0.01; and r = 0.21, p = 0.05, respectively). Levels of miR-17 showed the highest diagnostic potential (AUC 0.903, p = 0.0001). These findings underscore the possible role of these miRs in developing diabetes complications. Our study suggests that high miR-17, miR-191, and miR-121 expression is strongly associated with higher glucose levels and the development of diabetic foot ulcers.
Subject(s)
Circulating MicroRNA , Diabetes Mellitus, Type 2 , Diabetic Foot , Humans , Diabetic Foot/blood , Diabetic Foot/genetics , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/genetics , Male , Female , Middle Aged , Circulating MicroRNA/blood , Circulating MicroRNA/genetics , Aged , MicroRNAs/blood , MicroRNAs/genetics , Biomarkers/blood , Case-Control Studies , Gene Expression ProfilingABSTRACT
The post-nutritional intervention modulation of miRNA expression has been previously investigated; however, post-acute dietary-ingestion-related miRNA expression dynamics in individuals with obesity and insulin resistance (IR) are unknown. We aimed to determine the acute effects of protein ingestion from different dietary sources on the postprandial metabolic response, amino acid levels, and circulating miRNA expression in adults with obesity and IR. This clinical trial included adults with obesity and IR who consumed (1) animal-source protein (AP; calcium caseinate) or (2) vegetable-source protein (VP; soy protein isolate). Glycaemic, insulinaemic, and glucagon responses, amino acid levels, and exosomal microRNAs isolated from plasma were analysed. Post-AP ingestion, the area under the curve (AUC) of insulin (p = 0.04) and the plasma concentrations of branched-chain (p = 0.007) and gluconeogenic (p = 0.01) amino acids increased. The effects of different types of proteins on the concentration of miRNAs were evaluated by measuring their plasma circulating levels. Compared with the baseline, the AP group presented increased circulating levels of miR-27a-3p, miR-29b-3p, and miR-122-5p (p < 0.05). Subsequent analysis over time at 0, 30, and 60 min revealed the same pattern and differences between treatments. We demonstrated that a single dose of dietary protein has acute effects on hormonal and metabolic regulation and increases exosomal miRNA expression in individuals with obesity and IR.
Subject(s)
Amino Acids , Circulating MicroRNA , Dietary Proteins , Insulin Resistance , Obesity , Postprandial Period , Humans , Dietary Proteins/administration & dosage , Male , Obesity/blood , Obesity/diet therapy , Obesity/genetics , Obesity/metabolism , Female , Adult , Circulating MicroRNA/blood , Circulating MicroRNA/genetics , Amino Acids/blood , Middle Aged , Insulin/blood , Blood Glucose/metabolism , MicroRNAs/blood , MicroRNAs/geneticsABSTRACT
This study investigates the association between circulating microRNA (miRNA) expression and cardiovascular adverse events (CVAE) in multiple myeloma (MM) patients treated with a carfilzomib (CFZ)-based regimen. A cohort of 60 MM patients from the Prospective Observation of Cardiac Safety with Proteasome Inhibitor (PROTECT) study was analyzed. Among these, 31 patients (51.6%) developed CVAE post-CFZ treatment. The Taqman OpenArray Human microRNA panels were used for miRNA profiling. We identified 13 differentially expressed miRNAs at baseline, with higher expressions of miR-125a-5p, miR-15a-5p, miR-18a-3p, and miR-152-3p and lower expression of miR-140-3p in patients who later developed CVAE compared to those free of CVAE, adjusting for age, gender, race, and higher B-type natriuretic peptide levels. We also identified three miRNAs, including miR-150-5p, that were differentially expressed in patients with and without CVAE post-treatment. Additionally, five miRNAs responded differently to CFZ treatment in CVAE vs. non-CVAE patients, including significantly elevated post-treatment expression of miR-140-3p and lower expressions of miR-598, miR-152, miR-21, and miR-323a in CVAE patients. Pathway enrichment analysis highlighted the involvement of these miRNAs in cardiovascular diseases and vascular processes. These findings suggest that specific miRNAs could serve as predictive biomarkers for CVAE and provide insights into the underlying mechanisms of CFZ-CVAE. Further investigation is warranted before these findings can be applied in clinical settings.
Subject(s)
Cardiovascular Diseases , Circulating MicroRNA , Multiple Myeloma , Oligopeptides , Humans , Multiple Myeloma/drug therapy , Multiple Myeloma/genetics , Multiple Myeloma/blood , Male , Female , Oligopeptides/adverse effects , Aged , Middle Aged , Circulating MicroRNA/blood , Circulating MicroRNA/genetics , Cardiovascular Diseases/genetics , Cardiovascular Diseases/chemically induced , Cardiovascular Diseases/blood , MicroRNAs/genetics , MicroRNAs/blood , Prospective Studies , Gene Expression Profiling , Gene Expression Regulation, Neoplastic/drug effectsABSTRACT
BACKGROUND: Type 2 diabetes mellitus (T2DM) and coronary artery disease (CAD) are commonly coexisting clinical entities with still growing incidence worldwide. Recently, circulating microRNAs (miRNAs) have emerged as novel molecular players in cardiometabolic diseases. This study aimed to identify a specific miRNA signature as a candidate biomarker for CAD in T2DM and to delineate potential miRNA-dependent mechanisms contributing to diabetic atherosclerosis. METHODS: A total of 38 plasma samples from T2DM patients with and without CAD, CAD patients and healthy controls were collected for expression profiling of 2,578 miRNAs using microarrays. To investigate the regulatory role of differentially expressed (DE)-miRNA target genes, functional annotation and pathway enrichment analyses were performed utilizing multiple bioinformatics tools. Then, protein-protein interaction networks were established leveraging the STRING database in Cytoscape software, followed by cluster analysis and hub gene identification. Reverse transcription quantitative real-time polymerase chain reaction (RT-qPCR) was carried out for microarray data validation in the larger replication cohort of 94 participants. Receiver operating characteristic analysis was applied to evaluate the diagnostic values of miRNAs. Multivariate logistic regression analysis was used to develop miRNA-based diagnostic models. RESULTS: In the discovery stage, overexpression of hsa-miR-4505, hsa-miR-4743-5p, hsa-miR-6846-5p, and down-regulation of hsa-miR-3613-3p, hsa-miR-4668-5p, hsa-miR-4706, hsa-miR-6511b-5p, hsa-miR-6750-5p, hsa-miR-4750-3p, hsa-miR-320e, hsa-miR-4717-3p, hsa-miR-7850-5p were detected in T2DM-CAD patients. The DE-miRNA target genes were significantly enriched in calcium ion binding, regulation of actin cytoskeleton, and gene expression. hsa-miR-4505, hsa-miR-4743-5p, and hsa-miR-4750-3p were found to be involved in fatty acid metabolism, leukocyte transendothelial migration, and neurotrophin signaling pathway. Dysregulation of hsa-miR-4505, hsa-miR-4743-5p, and hsa-miR-4750-3p in T2DM-CAD patients compared with T2DM subjects and controls (all p < 0.001) was further confirmed by RT-qPCR. All validated miRNAs demonstrated good discriminatory values for T2DM-CAD (AUC = 0.833-0.876). The best performance in detecting CAD in T2DM was achieved for a combination of three miRNAs (AUC = 0.959, 100% sensitivity, 86.67% specificity). CONCLUSIONS: Our study revealed a unique profile of plasma-derived miRNAs in T2DM patients with CAD. Potential miRNA-regulated pathways were also identified, exploring the underlying pathogenesis of CAD in T2DM. We developed a specific three-miRNA panel of hsa-miR-4505, hsa-miR-4743-5p and hsa-miR-4750-3p, that could serve as a novel non-invasive biomarker for CAD in patients with T2DM.
Subject(s)
Circulating MicroRNA , Coronary Artery Disease , Diabetes Mellitus, Type 2 , Gene Expression Profiling , Gene Regulatory Networks , MicroRNAs , Predictive Value of Tests , Protein Interaction Maps , Humans , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/genetics , Case-Control Studies , Coronary Artery Disease/blood , Coronary Artery Disease/genetics , Coronary Artery Disease/diagnosis , MicroRNAs/blood , MicroRNAs/genetics , Male , Middle Aged , Female , Circulating MicroRNA/blood , Circulating MicroRNA/genetics , Aged , Reproducibility of Results , Oligonucleotide Array Sequence Analysis , Genetic Markers , Transcriptome , Computational Biology , Biomarkers/bloodABSTRACT
OBJECTIVE: This paper was performed to decipher the serum microRNA (miR)-125b-5p expression in patients with dilated cardiomyopathy (DCM) combined with heart failure (HF) and its effect on myocardial fibrosis. METHODS: Serum miR-125b-5p expression, LVEDD, LVESD, LVEF, LVFS, and NT-proBNP levels were evaluated in clinical samples. A rat DCM model was established by continuous intraperitoneal injection of adriamycin and treated with miR-125b-5p agomir and its negative control. Cardiac function, serum TNF-α, hs-CRP, and NT-proBNP levels, pathological changes in myocardial tissues, cardiomyocyte apoptosis, and the expression levels of miR-125b-5p and fibrosis-related factors were detected in rats. RESULTS: In comparison to the control group, the case group had higher levels of LVEDD, LVESD, and NT-pro-BNP, and lower levels of LVEF, LVFS, and miR-125b-5p expression levels. Overexpression of miR-125b-5p effectively led to the improvement of cardiomyocyte hypertrophy and collagen arrangement disorder in DCM rats, the reduction of blue-stained collagen fibers in the interstitial myocardium, the reduction of the levels of TNF-α, hs-CRP, and NT-proBNP and the expression levels of TGF-1ß, Collagen I, and α-SMA, and the reduction of the number of apoptosis in cardiomyocytes. CONCLUSION: Overexpression of miR-125b-5p is effective in ameliorating myocardial fibrosis.
Subject(s)
Apoptosis , Cardiomyopathy, Dilated , Heart Failure , MicroRNAs , Myocardium , Ventricular Function, Left , Adult , Aged , Animals , Female , Humans , Male , Middle Aged , Cardiomyopathy, Dilated/genetics , Cardiomyopathy, Dilated/blood , Cardiomyopathy, Dilated/pathology , Case-Control Studies , Circulating MicroRNA/blood , Circulating MicroRNA/genetics , Disease Models, Animal , Fibrosis , Heart Failure/blood , Heart Failure/genetics , Heart Failure/metabolism , Heart Failure/pathology , MicroRNAs/blood , MicroRNAs/genetics , MicroRNAs/metabolism , Myocardium/pathology , Myocardium/metabolism , Myocytes, Cardiac/pathology , Myocytes, Cardiac/metabolism , Natriuretic Peptide, Brain/blood , Natriuretic Peptide, Brain/genetics , Peptide Fragments/blood , Rats, Sprague-Dawley , Stroke Volume , Ventricular RemodelingABSTRACT
In a prospective cohort of subjects who subsequently developed preeclampsia (PE, n = 14) versus remaining healthy (NORM, n = 12), early gestation circulating extracellular vesicles (EVs) containing a panel of microRNA signatures were characterized and their biological networks of targets deciphered. Multiple microRNAs of which some arose from the placenta (19MC and 14MC) demonstrated changes in association with advancing gestation, while others expressed were pathognomonic of the subsequent development of characteristic clinical features of PE which set in as a late-onset subtype. This panel of miRNAs demonstrated a predictability with an area under the curve of 0.96 using leave-one-out cross-validation training in a logistic regression model with elastic-net regularization and precautions against overfitting. In addition, this panel of miRNAs, some of which were previously detected in either placental tissue or as maternal cell-free non-coding transcripts, lent further validation to our EV studies and the observed association with PE. Further, the identified biological networks of targets of these detected miRNAs revealed biological functions related to vascular remodeling, cellular proliferation, growth, VEGF, EGF and the PIP3/Akt signaling pathways, all mediating key cellular functions. We conclude that we have demonstrated a proof-of-principle by detecting a panel of EV packaged miRNAs in the maternal circulation early in gestation with possibilities of biological function in the placenta and other maternal tissues, along with the probability of predicting the subsequent clinical appearance of PE, particularly the late-onset subtype.
Subject(s)
Circulating MicroRNA , Extracellular Vesicles , Placenta , Pre-Eclampsia , Humans , Pregnancy , Female , Pre-Eclampsia/genetics , Pre-Eclampsia/blood , Pre-Eclampsia/diagnosis , Extracellular Vesicles/metabolism , Extracellular Vesicles/genetics , Adult , Circulating MicroRNA/blood , Circulating MicroRNA/genetics , Placenta/metabolism , Placenta/pathology , Prospective Studies , MicroRNAs/genetics , MicroRNAs/blood , Biomarkers/blood , Gestational AgeABSTRACT
Leptospirosis is a zoonotic disease of global significance, contributing to morbidity and mortality worldwide. It is endemic to tropical regions, with outbreaks during monsoons. The disease manifestations are similar to that of other febrile illness such as dengue, malaria hence often misdiagnosed and underreported. The zoonoses if undetected, progresses to cause severe life-threatening complications also known as Weil's disease. Routine diagnostic tests are based on the detection of antibodies in patient serum and are not accurate during the initial phase of the infection. Therefore, it is necessary to detect novel biomarkers that can be used in early detection of leptospirosis. Circulating miRNAs are known to be promising biomarkers for various diseases including cancer, tuberculosis, influenza; hence in this study the potential of miRNAs as biomarkers for leptospirosis was evaluated. A total of 30 leptospirosis cases were screened for the differential expression of 10 miRNA by RT-qPCR assay. The differential expression was calculated by relative quantification using healthy individuals as controls. Among the 10 miRNA,3 miRNA, miR-28-5p, miR-302c-3p and miR-302a-3p were reported to exhibit a significant trend of upregulation. Further their role in immune pathways and biological processes was investigated by KEGG analysis and Gene Ontology. The 3 miRNAs were observed to target various immune response pathways, thus confirming their role in host immune response. Based on the results obtained in this study, miR-28-5p, miR-302c-3p and miR-302a-3p can be considered as potential biomarkers for the detection of leptospirosis.
Subject(s)
Biomarkers , Circulating MicroRNA , Early Diagnosis , Leptospirosis , Leptospirosis/diagnosis , Leptospirosis/blood , Humans , Biomarkers/blood , Circulating MicroRNA/blood , Circulating MicroRNA/genetics , MicroRNAs/blood , Real-Time Polymerase Chain Reaction , Adult , Male , Gene Expression Profiling , Leptospira/genetics , Leptospira/isolation & purification , Leptospira/immunology , FemaleABSTRACT
BACKGROUND: Despite a radical operation, about half of gastric cancer (GC) patients with advanced GC experience peritoneal metastasis (PM), and the patients with PM have a poor prognosis. However, because staging laparoscopy was a highly invasive procedure for patients, identification of PM using a liquid biopsy can be useful for patients with GC. METHODS: This study analyzed two genome-wide miRNA expression profiling datasets (GSE164174 and TCGA). The study prioritized biomarkers in pretreatment plasma specimens from clinical training and validation cohorts of patients with GC. The authors developed an integrated exosomal miRNA panel and established a risk-stratification model, which was combined with the miRNA panel and currently used tumor markers (CEA, CA19-9, CA125, and CA72-4 levels). RESULTS: The comprehensive discovery effort identified a four-miRNA panel that robustly predicted the metastasis with excellent accuracy in the TCGA dataset (area under the curve [AUC] 0.86). A circulating exosomal miRNA panel was established successfully with remarkable diagnostic accuracy in the clinical training (AUC 0.85) and validation (AUC 0.86) cohorts. Moreover, the predictive accuracy of the panel was significantly superior to that of conventional clinical factors (P < 0.01), and the risk-stratification model was dramatically superior to the panel and currently used clinical factors for predicting PM (AUC 0.94; univariate: odds ratio [OR] 77.00 [P < 0.01]; multivariate OR 57.71 [P = 0.01]). CONCLUSIONS: The novel risk-stratification model for predicting PM has potential for clinical translation as a liquid biopsy assay for patients with GC. The study findings highlight the potential clinical impact of the model for improved selection and management of patients with GC.
Subject(s)
Biomarkers, Tumor , Exosomes , Peritoneal Neoplasms , Stomach Neoplasms , Humans , Stomach Neoplasms/pathology , Stomach Neoplasms/blood , Stomach Neoplasms/genetics , Stomach Neoplasms/surgery , Peritoneal Neoplasms/secondary , Peritoneal Neoplasms/genetics , Peritoneal Neoplasms/blood , Exosomes/genetics , Exosomes/metabolism , Biomarkers, Tumor/blood , Biomarkers, Tumor/genetics , Female , Male , Prognosis , Middle Aged , Survival Rate , Follow-Up Studies , Circulating MicroRNA/blood , Circulating MicroRNA/genetics , Aged , MicroRNAs/blood , MicroRNAs/genetics , Gene Expression ProfilingABSTRACT
Ischemia with non-obstructive coronary artery (INOCA) is a common cause of hospital admissions, leading to negative outcomes and reduced quality of life. Central to its pathophysiology is endothelial dysfunction, which contributes to myocardial ischemia despite the absence of significant coronary artery blockage. Addressing endothelial dysfunction is essential in managing INOCA to alleviate symptoms and prevent cardiovascular events. Recent studies have identified diabetes mellitus (DM) as a significant factor exacerbating INOCA complications by promoting endothelial impairment and coronary microvascular dysfunction. MicroRNAs (miRNAs) have emerged as potential biomarkers and therapeutic targets in various biological processes, including endothelial dysfunction and cardiovascular diseases. However, research on miRNA biomarkers in INOCA patients is sparse. In this study, we examined a panel of circulating miRNAs involved in the regulation of endothelial function in INOCA patients with and without DM. We analyzed miRNA expression using RT-qPCR in a cohort of consecutive INOCA patients undergoing percutaneous coronary intervention. We detected a significant dysregulation of miR-363-5p and miR-92a-3p in INOCA patients with DM compared to those without DM, indicating their role as biomarkers for predicting and monitoring endothelial dysfunction in INOCA patients with DM.
Subject(s)
Circulating MicroRNA , Coronary Artery Disease , MicroRNAs , Humans , Male , MicroRNAs/genetics , MicroRNAs/blood , MicroRNAs/metabolism , Female , Middle Aged , Aged , Coronary Artery Disease/genetics , Coronary Artery Disease/blood , Circulating MicroRNA/blood , Circulating MicroRNA/genetics , Diabetes Mellitus/genetics , Diabetes Mellitus/diagnosis , Diabetes Mellitus/blood , Percutaneous Coronary Intervention/adverse effects , Endothelium, Vascular/metabolism , Endothelium, Vascular/physiopathology , Genetic Markers , Endothelial Cells/metabolism , Case-Control StudiesABSTRACT
BACKGROUND: Human toxocariasis is a neglected parasitic disease characterised by the syndromes visceral, cerebral, and ocular larva migrans. This disease is caused by the migrating larvae of Toxocara roundworms from dogs and cats, affecting 1.4 billion people globally. Via extracellular vesicles (EVs), microRNAs have been demonstrated to play roles in host-parasite interactions and proposed as circulating biomarkers for the diagnosis and follow-up of parasitic diseases. METHODS: Small RNA-seq was conducted to identify miRNAs in the infective larvae of T. canis and plasma EV-containing preparations of infected BALB/c mice. Differential expression analysis and target prediction were performed to indicate miRNAs involved in host-parasite interactions and miRNAs associated with visceral and/or cerebral larva migrans in the infected mice. Quantitative real-time polymerase chain reaction (PCR) was used to amplify circulating miRNAs from the infected mice. RESULTS: This study reports host and parasite miRNAs in the plasma of BALB/c mice with visceral and cerebral larva migrans and demonstrates the alterations of these miRNAs during the migration of larvae from the livers through the lungs and to the brains of infected mice. After filtering unspecific changes in an irrelevant control, T. canis-derived miRNAs and T. canis infection-induced differential miRNAs are predicted to modulate genes consistently involved in mitogen-activated protein kinase (MAPK) signalling and pathways regulating axon guidance and pluripotency of stem in the infected mice with visceral and cerebral larva migrans. For these plasma circulating miRNAs predicted to be involved in host-parasite crosstalk, two murine miRNAs (miR-26b-5p and miR-122-5p) are experimentally verified to be responsive to larva migrans and represent circulating biomarker candidates for visceral and cerebral toxocariasis in BALB/c mice. CONCLUSIONS: Our findings provide novel insights into the crosstalk of T. canis and the mammalian host via plasma circulating miRNAs, and prime agents and indicators for visceral and cerebral larva migrans. A deep understanding of these aspects will underpin the diagnosis and control of toxocariasis in humans and animals.
Subject(s)
Circulating MicroRNA , Mice, Inbred BALB C , Toxocara canis , Toxocariasis , Animals , Toxocara canis/genetics , Toxocara canis/physiology , Mice , Toxocariasis/parasitology , Toxocariasis/blood , Circulating MicroRNA/blood , Circulating MicroRNA/genetics , Host-Parasite Interactions , Larva Migrans, Visceral/parasitology , Larva Migrans, Visceral/blood , Female , Larva Migrans/parasitology , Larva Migrans/blood , Larva/genetics , Dogs , MicroRNAs/blood , MicroRNAs/genetics , Biomarkers/blood , Brain/parasitologyABSTRACT
Abiraterone acetate (AA) serves as a medication for managing persistent testosterone production in patients with metastatic castration-resistant prostate cancer (mCRPC). However, its efficacy varies among individuals; thus, the identification of biomarkers to predict and follow treatment response is required. In this pilot study, we explored the potential of circulating microRNAs (c-miRNAs) to stratify patients based on their responsiveness to AA. We conducted an analysis of plasma samples obtained from a cohort of 33 mCRPC patients before and after three, six, and nine months of AA treatment. Using miRNA RT-qPCR panels for candidate discovery and TaqMan RT-qPCR for validation, we identified promising miRNA signatures. Our investigation indicated that a signature based on miR-103a-3p and miR-378a-5p effectively discriminates between non-responder and responder patients, while also following the drug's efficacy over time. Additionally, through in silico analysis, we identified target genes and transcription factors of the two miRNAs, including PTEN and HOXB13, which are known to play roles in AA resistance in mCRPC. In summary, our study highlights two c-miRNAs as potential companion diagnostics of AA in mCRPC patients, offering novel insights for informed decision-making in the treatment of mCRPC.
Subject(s)
Abiraterone Acetate , Biomarkers, Tumor , MicroRNAs , Prostatic Neoplasms, Castration-Resistant , Humans , Male , Prostatic Neoplasms, Castration-Resistant/drug therapy , Prostatic Neoplasms, Castration-Resistant/blood , Prostatic Neoplasms, Castration-Resistant/genetics , Prostatic Neoplasms, Castration-Resistant/pathology , Prostatic Neoplasms, Castration-Resistant/diagnosis , Abiraterone Acetate/therapeutic use , Pilot Projects , Aged , MicroRNAs/blood , MicroRNAs/genetics , Biomarkers, Tumor/blood , Biomarkers, Tumor/genetics , Middle Aged , Gene Expression Regulation, Neoplastic/drug effects , PTEN Phosphohydrolase/genetics , Circulating MicroRNA/blood , Neoplasm Metastasis , Homeodomain Proteins/genetics , Homeodomain Proteins/blood , Aged, 80 and overABSTRACT
The increasing demand placed on professional athletes to enhance their fitness and performance has prompted the search for new, more sensitive biomarkers of physiological ability. One such potential biomarker includes microRNA (miRNA) small regulatory RNA sequences. The study investigated the levels of the selected circulating miRNAs before and after a 10-week training cycle in 12 professional female volleyball players, as well as their association with cortisol, creatine kinase (CK), and interleukin 6 (IL-6), using the qPCR technique. Significant decreases in the miR-22 (0.40 ± 0.1 vs. 0.28 ± 0.12, p = 0.009), miR-17 (0.35 ± 0.13 vs. 0.23 ± 0.08; p = 0.039), miR-24 (0.09 ± 0.04 vs. 0.05 ± 0.02; p = 0.001), and miR-26a (0.11 ± 0.06 vs. 0.06 ± 0.04; p = 0.003) levels were observed after training, alongside reduced levels of cortisol and IL-6. The correlation analysis revealed associations between the miRNAs' relative quantity and the CK concentrations, highlighting their potential role in the muscle repair processes. The linear regression analysis indicated that miR-24 and miR-26a had the greatest impact on the CK levels. The study provides insights into the dynamic changes in the miRNA levels during training, suggesting their potential as biomarkers for monitoring the adaptive responses to exercise. Overall, the findings contribute to a better understanding of the physiological effects of exercise and the potential use of miRNAs, especially miR-24 and miR-26a, as biomarkers in sports science and medicine.
Subject(s)
Athletes , Biomarkers , Circulating MicroRNA , Creatine Kinase , Volleyball , Humans , Female , Circulating MicroRNA/blood , Circulating MicroRNA/genetics , Biomarkers/blood , Creatine Kinase/blood , Adult , Interleukin-6/blood , Interleukin-6/genetics , Hydrocortisone/blood , Adaptation, Physiological , Young Adult , MicroRNAs/blood , MicroRNAs/geneticsABSTRACT
Microribonucleic acids (miRNAs) have emerged as a new category of biomarkers for many human diseases like cancer, cardiovascular and neurodegenerative disorders. MicroRNAs can be detected in various body fluids including blood, urine and cerebrospinal fluid. However, the literature contains conflicting results for circulating miRNAs, which is the main barrier to using miRNAs as non-invasive biomarkers. This variability in results is largely due to differences between studies in sample processing methodology, miRNA quantification and result normalization. The purpose of this review is to describe the various preanalytical, analytical and postanalytical factors that can impact miRNA detection accuracy and to propose recommendations for the standardization of circulating miRNAs measurement.
Subject(s)
Circulating MicroRNA , Humans , Circulating MicroRNA/blood , Biomarkers/blood , Pre-Analytical Phase , MicroRNAs/bloodABSTRACT
Our previous study identified 8 risk and 9 protective plasma miRNAs associated with progression to end-stage kidney disease (ESKD) in diabetes. This study aimed to elucidate preanalytical factors that influence the quantification of circulating miRNAs. Using the EdgeSeq platform, which quantifies 2,002 miRNAs in plasma, including ESKD-associated miRNAs, we compared miRNA profiles in whole plasma versus miRNA profiles in RNA extracted from the same plasma specimens. Less than half of the miRNAs were detected in standard RNA extraction from plasma. Detection of individual and concentrations of miRNAs were much lower when RNA extracted from plasma was quantified by RNA sequencing (RNA-Seq) or quantitative reverse transcription PCR (qRT-PCR) platforms compared with EdgeSeq. Plasma profiles of miRNAs determined by the EdgeSeq platform had excellent reproducibility in assessment and had no variation with age, sex, hemoglobin A1c, BMI, and cryostorage time. The risk ESKD-associated miRNAs were detected and measured accurately only in whole plasma and using the EdgeSeq platform. Protective ESKD-associated miRNAs were detected by all platforms except qRT-PCR; however, correlations among concentrations obtained with different platforms were weak or nonexistent. In conclusion, preanalytical factors have a profound effect on detection and quantification of circulating miRNAs in ESKD in diabetes. Quantification of miRNAs in whole plasma and using the EdgeSeq platform may be the preferable method to study profiles of circulating cell-free miRNAs associated with ESKD and possibly other diseases.
Subject(s)
Circulating MicroRNA , Kidney Failure, Chronic , Humans , Circulating MicroRNA/blood , Circulating MicroRNA/genetics , Kidney Failure, Chronic/blood , Kidney Failure, Chronic/genetics , Male , Female , Middle Aged , Diabetic Nephropathies/blood , Diabetic Nephropathies/genetics , Diabetic Nephropathies/diagnosis , Biomarkers/blood , Aged , Reproducibility of Results , Adult , MicroRNAs/blood , MicroRNAs/genetics , Disease Progression , Diabetes Mellitus/blood , Diabetes Mellitus/genetics , Diabetes Mellitus/diagnosisABSTRACT
Angiotensin converting enzyme 2 (ACE2) serves as the primary receptor for the SARS-CoV-2 virus and has implications for the functioning of the cardiovascular system. Based on our previously published bioinformatic analysis, in this study we aimed to analyze the diagnostic and predictive utility of miRNAs (miR-10b-5p, miR-124-3p, miR-200b-3p, miR-26b-5p, miR-302c-5p) identified as top regulators of ACE2 network with potential to affect cardiomyocytes and cardiovascular system in patients with COVID-19. The expression of miRNAs was determined through qRT-PCR in a cohort of 79 hospitalized COVID-19 patients as well as 32 healthy volunteers. Blood samples and clinical data of COVID-19 patients were collected at admission, 7-days and 21-days after admission. We also performed SHAP analysis of clinical data and miRNAs target predictions and advanced enrichment analyses. Low expression of miR-200b-3p at the seventh day of admission is indicative of predictive value in determining the length of hospital stay and/or the likelihood of mortality, as shown in ROC curve analysis with an AUC of 0.730 and a p-value of 0.002. MiR-26b-5p expression levels in COVID-19 patients were lower at the baseline, 7 and 21-days of admission compared to the healthy controls (P < 0.0001). Similarly, miR-10b-5p expression levels were lower at the baseline and 21-days post admission (P = 0.001). The opposite situation was observed in miR-124-3p and miR-302c-5p. Enrichment analysis showed influence of analyzed miRNAs on IL-2 signaling pathway and multiple cardiovascular diseases through COVID-19-related targets. Moreover, the COVID-19-related genes regulated by miR-200b-3p were linked to T cell protein tyrosine phosphatase and the HIF-1 transcriptional activity in hypoxia. Analysis focused on COVID-19 associated genes showed that all analyzed miRNAs are strongly affecting disease pathways related to CVDs which could be explained by their strong interaction with the ACE2 network.