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1.
Int J Mol Sci ; 23(3)2022 Jan 22.
Artigo em Inglês | MEDLINE | ID: mdl-35163149

RESUMO

The plasma levels of tissue-specific microRNAs can be used as diagnostic, disease severity and prognostic biomarkers for chronic and acute diseases and drug-induced injury. Thereby, the combination of diverse microRNAs into biomarker signatures using multivariate statistics seems especially powerful from the perspective of tissue and condition specific microRNA shedding into the plasma. Although next-generation sequencing (NGS) technology enables one to analyse circulating microRNAs on a genome-scale level, it suffers from potential biases (e.g., adapter ligation bias) and lacks absolute transcript quantitation as well as tailor-made quality controls. In order to develop a robust NGS discovery assay for genome-scale quantitation of circulating microRNAs, we first evaluated the sensitivity, repeatability and ligation bias of four commercially available small RNA library preparation protocols. The protocol from RealSeq Biosciences was selected based on its performance and usability and coupled with a novel panel of exogenous small RNA spike-in controls to enable quality control and absolute quantitation, thus ensuring comparability of data across independent NGS experiments. The established microRNA Next-Generation-Sequencing Discovery Assay (miND) was validated for its relative accuracy, precision, analytical measurement range and sequencing bias and was considered fit-for-purpose for microRNA biomarker discovery. Summarized, all these criteria were met, and thus, our analytical platform is considered fit-for-purpose for microRNA biomarker discovery from biofluids in the setting of any diagnostic, prognostic or patient stratification need. The established miND assay was tested on serum, cerebrospinal fluid (CSF), synovial fluid (SF) and extracellular vesicles (EV) extracted from cell culture medium of primary cells and proved its potential to be used across different sample types.


Assuntos
Biomarcadores/análise , MicroRNA Circulante/análise , Vesículas Extracelulares/metabolismo , Genoma Humano , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Análise de Sequência de RNA/métodos , Biomarcadores/sangue , Biomarcadores/líquido cefalorraquidiano , MicroRNA Circulante/sangue , MicroRNA Circulante/líquido cefalorraquidiano , Humanos
2.
Epigenomics ; 12(23): 2065-2076, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-33290101

RESUMO

Aim: Some clinical and biological characteristics have been described as prognostic factors for clinical conversion into clinically definite multiple sclerosis in radiologically isolated syndrome (RIS) population. The aim of this study was to assess signatures of circulating miRNAs in those patients according to their conversion status after 5 years of follow-up. Patients & methods: OpenArray plates assessing 216 miRNA candidates were run in 15 RIS patients, and their relative abundances were analyzed. Results: A specific profile of deregulated circulating miRNAs (miR-144-3p, miR-448 and miR-653-3p in cerebrospinal fluid and miR-142-3p, miR-338-3p, miR-363-3p, miR-374b-5p, miR-424-5p, miR-483-3p in plasma) differentiated individuals who remained as RIS after 5 years of follow-up. Conclusion: Circulating miRNAs might be used as prognostic biomarkers for RIS patients.


Assuntos
MicroRNA Circulante/sangue , MicroRNA Circulante/líquido cefalorraquidiano , Doenças Desmielinizantes , Adulto , Biomarcadores/sangue , Biomarcadores/líquido cefalorraquidiano , Proteína 1 Semelhante à Quitinase-3/líquido cefalorraquidiano , Doenças Desmielinizantes/sangue , Doenças Desmielinizantes/líquido cefalorraquidiano , Doenças Desmielinizantes/genética , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Proteínas de Neurofilamentos/líquido cefalorraquidiano , Prognóstico , Síndrome
3.
J Clin Pathol ; 72(4): 271-280, 2019 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-30467241

RESUMO

Central nervous system (CNS) malignancies can be difficult to diagnose and many do not respond satisfactorily to existing therapies. Monitoring patients with CNS malignancies for treatment response and tumour recurrence can be challenging because of the difficulty and risks of brain biopsies, and the low specificity and sensitivity of the less invasive methodologies that are currently available. Uncertainty about tumour diagnosis or whether a tumour has responded to treatment or has recurred can cause delays in therapeutic decisions that can impact patient outcome. Therefore, there is an urgent need to develop and validate reliable and minimally invasive biomarkers for CNS tumours that can be used alone or in combination with current clinical practices. Blood-based biomarkers can be informative in the diagnosis and monitoring of various types of cancer. However, blood-based biomarkers have proven suboptimal for analysis of CNS tumours. In contrast, circulating biomarkers in cerebrospinal fluid (CSF), including circulating tumour DNA, microRNAs and metabolites, hold promise for accurate and minimally invasive assessment of CNS tumours. This review summarises the current understanding of these three types of CSF biomarkers and their potential use in neuro-oncologic clinical practice.


Assuntos
Biomarcadores Tumorais/líquido cefalorraquidiano , Neoplasias do Sistema Nervoso Central/líquido cefalorraquidiano , MicroRNA Circulante/líquido cefalorraquidiano , DNA Tumoral Circulante/líquido cefalorraquidiano , Biomarcadores Tumorais/genética , Biomarcadores Tumorais/metabolismo , Neoplasias do Sistema Nervoso Central/genética , Neoplasias do Sistema Nervoso Central/metabolismo , Neoplasias do Sistema Nervoso Central/patologia , MicroRNA Circulante/genética , DNA Tumoral Circulante/genética , Metabolismo Energético , Humanos , Mediadores da Inflamação/líquido cefalorraquidiano , Metabolômica/métodos , Técnicas de Diagnóstico Molecular , Valor Preditivo dos Testes , Prognóstico , Reprodutibilidade dos Testes
4.
Mov Disord ; 34(2): 246-254, 2019 02.
Artigo em Inglês | MEDLINE | ID: mdl-30557454

RESUMO

BACKGROUND: MicroRNAs are small noncoding RNAs involved in the post-transcriptional regulation of protein synthesis. Extracellular microRNAs are accessible in a stable form in biofluids. OBJECTIVES: The aim was to identify individual microRNAs and/or subsets of microRNAs in CSF with biomarker potential and thus identify specific putative pathophysiological pathways. METHODS: In a two-step exploratory study design of PD, MSA, PSP, and controls, we initially profiled CSF microRNAs in a pilot cohort (n = 40) by screening for 372 microRNAs. Subsequently, we attempted to validate findings in an independent study cohort in CSF (n = 118) and ethylenediaminetetraacetic acid plasma (n = 114). This study cohort encompassed 46 microRNAs, of which 26 were singled out from the pilot cohort, and an additional 20 microRNAs were added based on previous publications. The most accurate diagnostic microRNA classifiers were identified in a multivariable logistic regression model adjusted for age and sex. RESULTS: A set of three microRNAs in CSF discriminated PD and MSA from controls with good diagnostic accuracy by receiver operating characteristics curve evaluation. The microRNAs were for PD versus controls: miR-7-5p, miR-331-5p, and miR-145-5p (area under the curve = 0.88) and MSA versus controls: miR-7-5p, miR-34c-3p, and miR-let-7b-5p (area under the curve = 0.87). The classifier that best distinguished MSA and PD consisted of two microRNAs: miR-9-3p and miR-106b-5p (area under the curve = 0.73). A single microRNA, miR-106b-5p, provided the best discrimination between PD and PSP (area under the curve = 0.85) in the CSF. CONCLUSIONS: Levels of specific trios of CSF-microRNAs discriminate well between α-synucleinopathies (PD and MSA) and controls. The results need to be validated in larger, independent cohorts. © 2018 International Parkinson and Movement Disorder Society.


Assuntos
MicroRNA Circulante/líquido cefalorraquidiano , Doença de Parkinson/líquido cefalorraquidiano , Doença de Parkinson/genética , Transtornos Parkinsonianos/líquido cefalorraquidiano , Doença de Alzheimer/líquido cefalorraquidiano , Biomarcadores/sangue , Biomarcadores/líquido cefalorraquidiano , Estudos de Coortes , Feminino , Regulação da Expressão Gênica/genética , Humanos , Masculino , Transtornos Parkinsonianos/sangue
5.
Curr Oncol Rep ; 20(8): 60, 2018 06 06.
Artigo em Inglês | MEDLINE | ID: mdl-29876874

RESUMO

PURPOSE OF REVIEW: Liquid biopsy is a sampling of tumor cells or tumor nucleotides from biofluids. This review explores the roles of liquid biopsy for evaluation and management of patients with primary and metastatic CNS malignancies. RECENT FINDINGS: Circulating tumor cell (CTC) detection has emerged as a relatively sensitive and specific tool for diagnosing leptomeningeal metastases. Circulating tumor DNA (ctDNA) detection can effectively demonstrate genetic markup of CNS tumors in the cerebrospinal fluid, though its role in managing CNS malignancies is less well-defined. The value of micro RNA (miRNA) detection in CNS malignancies is unclear at this time. Current standard clinical tools for the diagnosis and monitoring of CNS malignancies have limitations, and liquid biopsy may help address clinical practice and knowledge gaps. Liquid biopsy offers exciting potential for the diagnosis, prognosis, and treatment of CNS malignancies, but each modality needs to be studied in large prospective trials to better define their use.


Assuntos
Neoplasias do Sistema Nervoso Central/diagnóstico , Biópsia Líquida/normas , Biomarcadores Tumorais/líquido cefalorraquidiano , Biomarcadores Tumorais/metabolismo , Neoplasias do Sistema Nervoso Central/líquido cefalorraquidiano , Neoplasias do Sistema Nervoso Central/patologia , MicroRNA Circulante/líquido cefalorraquidiano , DNA Tumoral Circulante/líquido cefalorraquidiano , Humanos , Neoplasias Meníngeas/líquido cefalorraquidiano , Neoplasias Meníngeas/diagnóstico , Neoplasias Meníngeas/patologia , Metástase Neoplásica/diagnóstico , Metástase Neoplásica/patologia , Células Neoplásicas Circulantes/metabolismo , Células Neoplásicas Circulantes/patologia
6.
Mol Neurobiol ; 54(2): 1541-1551, 2017 03.
Artigo em Inglês | MEDLINE | ID: mdl-26860411

RESUMO

Changes in circulating microRNAs (miRNAs) in the cerebrospinal fluid (CSF) have been associated with different neurological diseases. Here, we presented results of a pilot study aimed at determining the feasibility of detecting miRNAs in the CSF of Japanese Encephalitis virus (JEV) infected individuals with acute encephalitis syndrome (AES). We demonstrated the circulating miRNA profile in CSF of acute encephalitis patients infected with JEV. Using a quantitative real-time PCR-based miRNA array, we examined the level of 87 miRNAs expressed in human exosomes isolated from CSF. Subsequently, correlation between cytokine level and miRNAs expression in CSF samples was examined. In this study, we identified and validated the upregulated expression of three miRNAs, miR-21-5p, miR-150-5p, and miR-342-3p that were specifically circulated in CSF of acute encephalitis patients infected with JEV. CSF miR-21-5p, miR-150-5p, and miR-342-3p expressions were also elevated in infected mice brain. However, the expression pattern of these miRNAs differed in neuronal cells, microglial cells, and the exosome derived from JEV-infected cell culture supernatant. Interestingly, neuronal cells infected with vaccine strain (SA-14-14) did not lead to any upregulation of these three miRNAs. Further, miR-150-5p expression was found to be negatively correlated(r = -0.5279, p = 0.016) with TNFα level. Pathway analysis of putative target genes of these miRNAs indicated involvement of TGF-ß, NGF, axon guidance, and MAPK signaling pathways in JEV/AES patients. This study for the first time represents the circulating miRNA in CSF of AES patients and identified the upregulated miRNAs in JEV-infected patients and offers the basis for future investigation.


Assuntos
MicroRNA Circulante/líquido cefalorraquidiano , MicroRNA Circulante/genética , Vírus da Encefalite Japonesa (Espécie)/genética , Encefalite Japonesa/líquido cefalorraquidiano , Encefalite Japonesa/genética , Doença Aguda , Adolescente , Adulto , Animais , Biomarcadores/líquido cefalorraquidiano , Linhagem Celular Tumoral , Criança , Encefalite Japonesa/diagnóstico , Feminino , Expressão Gênica , Redes Reguladoras de Genes/fisiologia , Humanos , Masculino , Camundongos , Pessoa de Meia-Idade , Suínos , Adulto Jovem
7.
Biochim Biophys Acta ; 1862(9): 1617-27, 2016 09.
Artigo em Inglês | MEDLINE | ID: mdl-27264337

RESUMO

Alzheimer's disease (AD) is a progressive neurodegenerative disease characterized by memory loss, multiple cognitive abnormalities and intellectual impairments. Currently, there are no drugs or agents that can delay and/or prevent the progression of disease in elderly individuals, and there are no peripheral biomarkers that can detect AD early in its pathogenesis. Research has focused on identifying biomarkers for AD so that treatment can be begun as soon as possible in order to restrict or prevent intellectual impairments, memory loss, and other cognitive abnormalities that are associated with the disease. One such potential biomarker is microRNAs that are found in circulatory biofluids, such as blood and blood components, serum and plasma. Blood and blood components are primary sources where miRNAs are released in either cell-free form and then bind to protein components, or are in an encapsulated form with microvesicle particles. Exosomal miRNAs are known to be stable in biofluids and can be detected by high throughput techniques, like microarray and RNA sequencing. In AD brain, enriched miRNAs encapsulated with exosomes crosses the blood brain barrier and secreted in the CSF and blood circulations. This review summarizes recent studies that have identified miRNAs in the blood, serum, plasma, exosomes, cerebral spinal fluids, and extracellular fluids as potential biomarkers of AD. Recent research has revealed only six miRNAs - miR-9, miR-125b, miR-146a, miR-181c, let-7g-5p, and miR-191-5p - that were reported by multiple investigators. Some studies analyzed the diagnostic potential of these six miRNAs through receiver operating curve analysis which indicates the significant area-under-curve values in different biofluid samples. miR-191-5p was found to have the maximum area-under-curve value (0.95) only in plasma and serum samples while smaller area-under-curve values were found for miR-125, miR-181c, miR-191-5p, miR-146a, and miR-9. This article shortlisted the promising miRNA candidates and discussed their diagnostic properties and cellular functions in order to search for potential biomarker for AD.


Assuntos
Doença de Alzheimer/sangue , MicroRNA Circulante/sangue , Doença de Alzheimer/líquido cefalorraquidiano , Doença de Alzheimer/diagnóstico , Biomarcadores/sangue , Biomarcadores/líquido cefalorraquidiano , Encéfalo/metabolismo , MicroRNA Circulante/líquido cefalorraquidiano , MicroRNA Circulante/genética , Exossomos/metabolismo , Líquido Extracelular/metabolismo , Perfilação da Expressão Gênica , Humanos , Redes e Vias Metabólicas , Modelos Biológicos , Neoplasias/sangue , Neoplasias/diagnóstico , Neoplasias/genética , Plasma/metabolismo
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