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1.
Sci Data ; 11(1): 164, 2024 Feb 02.
Artigo em Inglês | MEDLINE | ID: mdl-38307869

RESUMO

miR-Blood is a high-quality, small RNA expression atlas for the major components of human peripheral blood (plasma, erythrocytes, thrombocytes, monocytes, neutrophils, eosinophils, basophils, natural killer cells, CD4+ T cells, CD8+ T cells, and B cells). Based on the purified blood components from 52 individuals, the dataset provides a comprehensive repository for the expression of 4971 small RNAs from eight non-coding RNA classes.


Assuntos
MicroRNAs , Humanos , Eosinófilos , Eritrócitos , MicroRNAs/sangue , Monócitos , Neutrófilos/metabolismo
2.
J Thorac Oncol ; 18(11): 1504-1523, 2023 11.
Artigo em Inglês | MEDLINE | ID: mdl-37437883

RESUMO

INTRODUCTION: Lung cancer remains the deadliest cancer in the world, and lung cancer survival is heavily dependent on tumor stage at the time of detection. Low-dose computed tomography screening can reduce mortality; however, annual screening is limited by low adherence in the United States of America and still not broadly implemented in Europe. As a result, less than 10% of lung cancers are detected through existing programs. Thus, there is a great need for additional screening tests, such as a blood test, that could be deployed in the primary care setting. METHODS: We prospectively recruited 1384 individuals meeting the National Lung Screening Trial demographic eligibility criteria for lung cancer and collected stabilized whole blood to enable the pipetting-free collection of material, thus minimizing preanalytical noise. Ultra-deep small RNA sequencing (20 million reads per sample) was performed with the addition of a method to remove highly abundant erythroid RNAs, and thus open bandwidth for the detection of less abundant species originating from the plasma or the immune cellular compartment. We used 100 random data splits to train and evaluate an ensemble of logistic regression classifiers using small RNA expression of 943 individuals, discovered an 18-small RNA feature consensus signature (miLung), and validated this signature in an independent cohort (441 individuals). Blood cell sorting and tumor tissue sequencing were performed to deconvolve small RNAs into their source of origin. RESULTS: We generated diagnostic models and report a median receiver-operating characteristic area under the curve of 0.86 (95% confidence interval [CI]: 0.84-0.86) in the discovery cohort and generalized performance of 0.83 in the validation cohort. Diagnostic performance increased in a stage-dependent manner ranging from 0.73 (95% CI: 0.71-0.76) for stage I to 0.90 (95% CI: 0.89-0.90) for stage IV in the discovery cohort and from 0.76 to 0.86 in the validation cohort. We identified a tumor-shed, plasma-bound ribosomal RNA fragment of the L1 stalk as a dominant predictor of lung cancer. The fragment is decreased after surgery with curative intent. In additional experiments, results of dried blood spot collection and sequencing revealed that small RNA analysis could potentially be conducted through home sampling. CONCLUSIONS: These data suggest the potential of a small RNA-based blood test as a viable alternative to low-dose computed tomography screening for early detection of smoking-associated lung cancer.


Assuntos
Neoplasias Pulmonares , Humanos , Neoplasias Pulmonares/diagnóstico , Neoplasias Pulmonares/genética , Detecção Precoce de Câncer/métodos , Pulmão/patologia , Fumar , RNA
3.
Int J Rheum Dis ; 26(5): 917-921, 2023 May.
Artigo em Inglês | MEDLINE | ID: mdl-36946548

RESUMO

OBJECTIVES: We aimed to quantitatively analyze lung parenchymal changes in Behçet's patients and to detect early parenchymal quantitative changes that occur in the absence of positive visual radiological findings. METHODS: In our study, a total of 31 patients with Behçet's disease, 17 with positive radiological findings and 14 patients without positive radiological findings, and a control group of 33 individuals were evaluated. The automatic program determined lung volumes, lung densities, and opacity volume percentages by evaluating the contrast-enhanced lung computed tomography scans. RESULTS: The total lung volume was 3632.98 ± 1100.53 mL in the Behçet's disease patient group and 4925.70 ± 1098.88 mL in the control group, and there was a significant decrease in the total lung volume in Behçet's disease patients (P < 0.0001). The mean lung density was -723.73 ± 65.16 in the Behçet's disease patient group and -767.35 ± 41.17 in the control group, and there was a significant increase in the mean density in the Behçet's patients (P = 0.0023). A significantly higher correlation was observed between lung density and lung volume in Behçet's patients (P < 0.0001, r = -0.795). The lung volume of Behçet's disease patients with negative radiological findings was significantly lower than that of the control group (P = 0.0342). CONCLUSIONS: Lung volumetric changes in Behçet's disease patients are the quantitative data most affected by the disease. In addition, lung volume decreases in Behçet's patients who do not have visual parenchymal involvement.


Assuntos
Síndrome de Behçet , Pneumopatias , Humanos , Síndrome de Behçet/diagnóstico , Pulmão , Tomografia Computadorizada por Raios X
4.
JTO Clin Res Rep ; 3(8): 100369, 2022 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-35880086

RESUMO

Introduction: Patients with advanced, non-oncogene-driven NSCLC with high programmed death-ligand 1 (PD-L1) expression are eligible for treatment with immunotherapy. There is, however, an urgent medical need for biomarkers identifying cases that require additional combination with chemotherapy. We previously uncovered a myeloid-based 5-microRNA (5-miRNA) signature that identified responders to immunotherapy in PD-L1 unstratified patients; however, its potential utility in treatment guidance for patients with PD-L1 high tumors remained unclear. Methods: We trained (n = 68) and validated (n = 56) a 5-miRNA multivariable Cox proportional hazards model predictive of overall survival on small RNA sequencing data of whole blood samples prospectively collected before the commencement of immunotherapy for stage IV NSCLC with PD-L1 tumor proportion score greater than or equal to 50%, treated with PD-1 inhibitor monotherapy (immunotherapy alone [IO]). Specificity was demonstrated in a control cohort treated with immunochemotherapy (ICT) (n = 31). Results: The revised 5-miRNA risk score (miRisk) stratified IO-treated patients and identified a high-risk group with significantly shorter overall survival (hazard ratio = 5.24, 95% confidence interval: 2.17-12.66, p < 0.001). There was a significant interaction between the miRisk score and type of treatment (IO or ICT, p = 0.036), indicating that the miRisk score may serve as a predictive biomarker for immunotherapy response. Furthermore, the miRisk score could identify a group of high-risk patients who may benefit from treatment with ICT as opposed to IO (hazard ratio = 0.35, 95% confidence interval: 0.15-0.82, p = 0.018). Conclusions: The miRisk score can distinguish a group of patients with PD-L1 high, stage IV NSCLC likely to benefit from adding chemotherapy to immunotherapy and may support treatment decisions as a blood-based complementary diagnostic.

5.
Am J Med Genet A ; 188(9): 2815-2818, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-35708058

RESUMO

Agenesis of Corpus Callosum, Cardiac, Ocular, and Genital Syndrome (ACOGS; OMIM #618929) is a rare genetic disorder characterized by global developmental delay, agenesis or hypoplasia of corpus callosum, craniofacial dysmorphism, ocular, cardiac, and genital anomalies. ACOGS is caused by variations in the CDH2 gene. Our patient had a novel finding besides the classical findings of ACOGS. To the best of our knowledge, only 14 patients with ACOGS have been reported. Here, we reported the fifteenth patient with ACOGS, having a novel de novo nonsense variant in the CDH2 gene, and the first patient from Turkey with a novel finding. Our patient was the first female to have a renal anomaly since only genital malformations were reported in male patients (cryptorchidism, micropenis) so far.


Assuntos
Anormalidades Craniofaciais , Malformações do Sistema Nervoso , Anormalidades Urogenitais , Agenesia do Corpo Caloso/diagnóstico , Agenesia do Corpo Caloso/genética , Antígenos CD , Caderinas/genética , Corpo Caloso , Feminino , Humanos , Masculino , Turquia , Anormalidades Urogenitais/diagnóstico , Anormalidades Urogenitais/genética
6.
NPJ Precis Oncol ; 6(1): 19, 2022 Mar 31.
Artigo em Inglês | MEDLINE | ID: mdl-35361874

RESUMO

Immunotherapies have recently gained traction as highly effective therapies in a subset of late-stage cancers. Unfortunately, only a minority of patients experience the remarkable benefits of immunotherapies, whilst others fail to respond or even come to harm through immune-related adverse events. For immunotherapies within the PD-1/PD-L1 inhibitor class, patient stratification is currently performed using tumor (tissue-based) PD-L1 expression. However, PD-L1 is an accurate predictor of response in only ~30% of cases. There is pressing need for more accurate biomarkers for immunotherapy response prediction. We sought to identify peripheral blood biomarkers, predictive of response to immunotherapies against lung cancer, based on whole blood microRNA profiling. Using three well-characterized cohorts consisting of a total of 334 stage IV NSCLC patients, we have defined a 5 microRNA risk score (miRisk) that is predictive of overall survival following immunotherapy in training and independent validation (HR 2.40, 95% CI 1.37-4.19; P < 0.01) cohorts. We have traced the signature to a myeloid origin and performed miRNA target prediction to make a direct mechanistic link to the PD-L1 signaling pathway and PD-L1 itself. The miRisk score offers a potential blood-based companion diagnostic for immunotherapy that outperforms tissue-based PD-L1 staining.

7.
Aging Clin Exp Res ; 34(4): 757-765, 2022 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-34677800

RESUMO

BACKGROUND AND AIMS: The alpha-actinin (ACTN) genes are important structural components of the sarcomere. Sarcopenia is a common geriatric syndrome characterized by morbidity and mortality. Our study aimed to examine the relationship between the ACTN3 R577X gene and sarcopenia in community-dwelling Turkish adults. METHODS: We designed a cross-sectional study among the patients aged ≥ 65 years admitted to the geriatric outpatient clinic. We recorded the general characteristics of the patients. We used the Jamar hand dynamometer to evaluate handgrip strength. Body composition was estimated using bioimpedance analysis. Sarcopenia was diagnosed according to the European Working Group on Sarcopenia in Older People2 criteria with population-specific cutoffs. We performed analyses of low muscle mass (LMM) with skeletal muscle mass index adjusted for body mass index [SMMI(BMI)]. We further categorized the SMMI(BMI) cutoffs into tenths. The analyzes were performed according to the 90th percentile SMMI(BMI) cutoffs. Peripheral blood samples were collected to determine the ACTN3 genotypes. RESULTS: 197 participants were included [mean age: 76.3 ± 6.1 years, 151 (76.6%) women]. The proportions of the ACTN3 genotypes were as follows: RX (45.1%) > RR (31%) > XX (23.9%). The significant difference between genotypes was found only for low SMMI(BMI) according to the 90th percentile (p = 0.025). In multivariate analysis, only gender (female) was independently associated with LMM. CONCLUSION: We did not find any association between ACTN3 R577X gene polymorphism and probable sarcopenia, confirmed sarcopenia and LMM. Besides, much more research is needed to reveal how ethnicity affects the muscles of older adults with ACTN3 R577X gene polymorphism.


Assuntos
Sarcopenia , Actinina/genética , Idoso , Idoso de 80 Anos ou mais , Estudos Transversais , Feminino , Genótipo , Força da Mão , Humanos , Masculino , Polimorfismo Genético , Sarcopenia/diagnóstico , Sarcopenia/genética
8.
Turk J Med Sci ; 51(5): 2256-2262, 2021 10 21.
Artigo em Inglês | MEDLINE | ID: mdl-34013703

RESUMO

Background/aim: Biochemical markers are needed to show lung involvement in COVID-19 disease. Galectin-3 is known to play a key role in the inflammation and fibrosis process. We aimed to evaluate the predictive role of galectin-3 levels for pneumonia in patients with COVID-19. Materials and methods: Total of 176 patients with COVID-19, confirmed with reverse transcriptase polymerase chain reaction, admitted to the Erzurum Regional Training and Research Hospital was analyzed. The study was designed as a cross sectional. The baseline data of laboratory examinations, including galectin-3 were collected at the time of diagnosis. CT images evaluated by a single radiologist according to the recommendation of the Radiological Society of North America Expert Consensus Document for pulmonary involvement. The severity of COVID-19 pneumonia was assessed using the total severity score. Results: The mean galectin-3 level in patients with typical pneumonia was found to be significantly higher than those patients with atypical (p < 0.01) and indeterminate appearance (p < 0.01) and patients without pneumonia (p < 0.01). The severity of lung involvement was significantly associated with Galectin-3 levels (p < 0.01 r: 0.76). Stepwise logistic regression model showed that the levels of ferritin (odds ratio [OR] = 0.05, p: 0.08) and galectin-3 (OR = 0.1, p < 0.01) were significantly and independently associated with typical pneumoniain COVID-19 patients. When COVID-19 patients were evaluated in terms of typical pneumonia, we determined a cut-off value of 18.9 ng/mL for galectin-3 via ROC analysis (87% sensitivity; 73% specificity; area under curve (AUC): 0.89; p < 0.001). Conclusion: Galectin-3 was found as a diagnostic tool for COVID-19 associated typical pneumonia and as an indicator of both pneumonia and its severity.


Assuntos
COVID-19/sangue , COVID-19/complicações , Galectinas/sangue , Pneumonia Viral/sangue , Pneumonia Viral/diagnóstico , Idoso , Biomarcadores/sangue , Proteínas Sanguíneas , Estudos Transversais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Pneumonia Viral/virologia , Valor Preditivo dos Testes
9.
Int J Clin Pract ; 75(7): e14222, 2021 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-33864326

RESUMO

OBJECTIVE: The aim of this study was to investigate the factors affecting rational drug use habits and the use of technological devices in patients with chronic diseases. METHODS: Adults who applied to the internal medicine outpatient clinics of a university hospital between March and December 2019, who used medications for chronic disease were included in the study. Using a questionnaire, data on demographic characteristics, technology use, smoking and alcohol use, knowledge and behaviour on rational drug use were collected. RESULTS: Of the patients, 73.3% (n = 220) had smartphones, 28.0% (n = 84) tablets, 8.7% (n = 26) smartwatches, 6.0% (n = 18) were using smart bracelets, 52.3% (n = 157) knew the e-pulse application of the Ministry of Health, 53.3% (n = 160) forgot on occasions the time to take their medications, 51.7% (n = 155) threw away some drugs because the expiration date has passed, 64.0% (n = 192) had at home never-used or unfinished medications, 21.3% (n = 64) had medications to be used 'in case', 19.0% (n = 57) recommend drugs to others and 34.3% (n = 103) were getting advice from their environment on drug use. Women were 2.35 times more likely to use technology than men (95% CI: 1.19-4.64). Decreasing age was associated with an increased likelihood of using technology. Those with an income of more than twice the minimum wage compared with those with an income of minimum wage and below had 3.41 times (95% CI: 1.06-10.94) higher possibility of using technological devices, while compared with the illiterate, those with secondary education or university education had 14.96 times (95% GA: 3.67-60.93) higher possibility of using technological devices. CONCLUSION: The patients with chronic diseases demonstrate crucial deficiencies regarding rational drug use. The widespread use of technological devices may be an opportunity for preventive and remedial projects to be developed through these devices. Smartphone-based self-management tools should be developed and introduced to chronic patients.


Assuntos
Preparações Farmacêuticas , Tecnologia , Adulto , Doença Crônica , Estudos Transversais , Feminino , Hábitos , Humanos , Masculino
10.
Nat Aging ; 1(3): 309-322, 2021 03.
Artigo em Inglês | MEDLINE | ID: mdl-37118411

RESUMO

Noncoding RNAs have diagnostic and prognostic importance in Parkinson's disease (PD). We studied circulating small noncoding RNAs (sncRNAs) in two large-scale longitudinal PD cohorts (Parkinson's Progression Markers Initiative (PPMI) and Luxembourg Parkinson's Study (NCER-PD)) and modeled their impact on the transcriptome. Sequencing of sncRNAs in 5,450 blood samples of 1,614 individuals in PPMI yielded 323 billion reads, most of which mapped to microRNAs but covered also other RNA classes such as piwi-interacting RNAs, ribosomal RNAs and small nucleolar RNAs. Dysregulated microRNAs associated with disease and disease progression occur in two distinct waves in the third and seventh decade of life. Originating predominantly from immune cells, they resemble a systemic inflammation response and mitochondrial dysfunction, two hallmarks of PD. Profiling 1,553 samples from 1,024 individuals in the NCER-PD cohort validated biomarkers and main findings by an independent technology. Finally, network analysis of sncRNA and transcriptome sequencing from PPMI identified regulatory modules emerging in patients with progressing PD.


Assuntos
MicroRNAs , Doença de Parkinson , Pequeno RNA não Traduzido , Humanos , Pequeno RNA não Traduzido/genética , Transcriptoma/genética , Doença de Parkinson/diagnóstico , MicroRNAs/genética , Sequenciamento de Nucleotídeos em Larga Escala , Progressão da Doença
11.
J Mol Cell Cardiol ; 151: 155-162, 2021 02.
Artigo em Inglês | MEDLINE | ID: mdl-32305360

RESUMO

BACKGROUND: Cardiac troponins are the preferred biomarkers of acute myocardial infarction. Despite superior sensitivity, serial testing of Troponins to identify patients suffering acute coronary syndromes is still required in many cases to overcome limited specificity. Moreover, unstable angina pectoris relies on reported symptoms in the troponin-negative group. In this study, we investigated genome-wide miRNA levels in a prospective cohort of patients with clinically suspected ACS and determined their diagnostic value by applying an in silico neural network. METHODS: PAXgene blood and serum samples were drawn and hsTnT was measured in patients at initial presentation to our Chest-Pain Unit. After clinical and diagnostic workup, patients were adjudicated by senior cardiologists in duty to their final diagnosis: STEMI, NSTEMI, unstable angina pectoris and non-ACS patients. ACS patients and a cohort of healthy controls underwent deep transcriptome sequencing. Machine learning was implemented to construct diagnostic miRNA classifiers. RESULTS: We developed a neural network model which incorporates 34 validated ACS miRNAs, showing excellent classification results. By further developing additional machine learning models and selecting the best miRNAs, we achieved an accuracy of 0.96 (95% CI 0.96-0.97), sensitivity of 0.95, specificity of 0.96 and AUC of 0.99. The one-point hsTnT value reached an accuracy of 0.89, sensitivity of 0.82, specificity of 0.96, and AUC of 0.96. CONCLUSIONS: Here we show the concept of neural network based biomarkers for ACS. This approach also opens the possibility to include multi-modal data points to further increase precision and perform classification of other ACS differential diagnoses.


Assuntos
Síndrome Coronariana Aguda/diagnóstico , Síndrome Coronariana Aguda/genética , MicroRNAs/genética , Síndrome Coronariana Aguda/sangue , Idoso , Biomarcadores/sangue , Feminino , Humanos , Masculino , MicroRNAs/sangue , MicroRNAs/metabolismo , Pessoa de Meia-Idade , Redes Neurais de Computação
12.
Probiotics Antimicrob Proteins ; 13(2): 375-382, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-32820468

RESUMO

This study was designed to determine the protective effect of kefir on the oxidative damage, as well as histological and biochemical changes that occur in the kidney tissues of experimental diabetic rats. Forty rats were allocated into four groups as "healthy saline" (SF), "healthy kefir" (KF), and the same groups with experimentally induced diabetes (DSF and DKF). Diabetes was induced by administering 65 mg/kg single-dose streptozotocin. Oral kefir was given 10 ml/kg/day for 35 days to the rats in the groups KF and DKF. The same amount of saline was given to the groups SF and DSF. On the 36th day of the study, blood glucose, urea, and creatinine were measured besides glucose, creatinine, microalbuminuria, and sodium in the urine. Additionally, histological examination was performed on the kidney tissues. Blood glucose, creatinine, and urea levels were significantly lower in the DKF group compared with those of the DSF group (p < 0.001). Also, the creatinine level was significantly decreased (p < 0.001), and microalbuminuria was increased (p < 0.001) in the DKF group compared with that of the DSF group. Histologically, intermittent expansion in the renal glomeruli, reduction of cast formation in the tubules, and improvement in the renal epithelial tissues of the DKF group were observed. Kefir decreased the damage caused by diabetes. These results indicate that kefir supplementation may contribute to better control of oxidative stress, which is related to the improvement of renal functions, suggesting its use to slow down the progression of diabetic nephropathy.


Assuntos
Diabetes Mellitus Experimental , Kefir , Nefropatias/terapia , Rim/fisiopatologia , Animais , Glicemia , Creatinina , Diabetes Mellitus Experimental/complicações , Diabetes Mellitus Experimental/terapia , Nefropatias/etiologia , Ratos
13.
Nucleic Acids Res ; 49(1): 127-144, 2021 01 11.
Artigo em Inglês | MEDLINE | ID: mdl-33305319

RESUMO

MicroRNAs are regulators of gene expression. A wide-spread, yet not validated, assumption is that the targetome of miRNAs is non-randomly distributed across the transcriptome and that targets share functional pathways. We developed a computational and experimental strategy termed high-throughput miRNA interaction reporter assay (HiTmIR) to facilitate the validation of target pathways. First, targets and target pathways are predicted and prioritized by computational means to increase the specificity and positive predictive value. Second, the novel webtool miRTaH facilitates guided designs of reporter assay constructs at scale. Third, automated and standardized reporter assays are performed. We evaluated HiTmIR using miR-34a-5p, for which TNF- and TGFB-signaling, and Parkinson's Disease (PD)-related categories were identified and repeated the pipeline for miR-7-5p. HiTmIR validated 58.9% of the target genes for miR-34a-5p and 46.7% for miR-7-5p. We confirmed the targeting by measuring the endogenous protein levels of targets in a neuronal cell model. The standardized positive and negative targets are collected in the new miRATBase database, representing a resource for training, or benchmarking new target predictors. Applied to 88 target predictors with different confidence scores, TargetScan 7.2 and miRanda outperformed other tools. Our experiments demonstrate the efficiency of HiTmIR and provide evidence for an orchestrated miRNA-gene targeting.


Assuntos
Regulação da Expressão Gênica/genética , Ensaios de Triagem em Larga Escala , MicroRNAs/genética , 1-Metil-4-fenilpiridínio , Regiões 3' não Traduzidas , Linhagem Celular , Linhagem Celular Tumoral , Genes Reporter , Humanos , Mesencéfalo/citologia , Neuroblastoma/patologia , Neurônios/metabolismo , Doença de Parkinson/genética , Valor Preditivo dos Testes , Sensibilidade e Especificidade , Transdução de Sinais , Transcriptoma , Fator de Crescimento Transformador beta/fisiologia , Fator de Necrose Tumoral alfa/fisiologia
14.
Sci Rep ; 10(1): 21809, 2020 12 11.
Artigo em Inglês | MEDLINE | ID: mdl-33311598

RESUMO

Arteriovenous (AV) fistulas for hemodialysis can lead to cardiac volume loading and increased serum brain natriuretic peptide (BNP) levels. Whether short-term AV loop placement in patients undergoing microsurgery has an impact on cardiac biomarkers and circulating microRNAs (miRNAs), potentially indicating an increased hemodynamic risk, remains elusive. Fifteen patients underwent AV loop placement with delayed free flap anastomosis for microsurgical reconstructions of lower extremity soft-tissue defects. N-terminal pro-BNP (NT-proBNP), copeptin (CT-proAVP), and miRNA expression profiles were determined in the peripheral blood before and after AV loop placement. MiRNA expression in the blood was correlated with miRNA expression from AV loop vascular tissue. Serum NT-proBNP and copeptin levels exceeded the upper reference limit after AV loop placement, with an especially strong NT-proBNP increase in patients with preexistent cardiac diseases. A miRNA signature of 4 up-regulated (miR-3198, miR-3127-5p, miR-1305, miR-1288-3p) and 2 down-regulated miRNAs (miR30a-5p, miR-145-5p) which are related to cardiovascular physiology, showed a significant systemic deregulation in blood and venous tissue after AV loop placement. AV loop placement causes serum elevations of NT-proBNP, copeptin as well as specific circulating miRNAs, indicating a potentially increased hemodynamic risk for patients with cardiovascular comorbidities, if free flap anastomosis is delayed.


Assuntos
Derivação Arteriovenosa Cirúrgica , MicroRNA Circulante/sangue , Glicopeptídeos/sangue , Hemodinâmica , Peptídeo Natriurético Encefálico/sangue , Fragmentos de Peptídeos/sangue , Diálise Renal , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Projetos Piloto
15.
Nat Commun ; 11(1): 5958, 2020 11 24.
Artigo em Inglês | MEDLINE | ID: mdl-33235214

RESUMO

Aging is a key risk factor for chronic diseases of the elderly. MicroRNAs regulate post-transcriptional gene silencing through base-pair binding on their target mRNAs. We identified nonlinear changes in age-related microRNAs by analyzing whole blood from 1334 healthy individuals. We observed a larger influence of the age as compared to the sex and provide evidence for a shift to the 5' mature form of miRNAs in healthy aging. The addition of 3059 diseased patients uncovered pan-disease and disease-specific alterations in aging profiles. Disease biomarker sets for all diseases were different between young and old patients. Computational deconvolution of whole-blood miRNAs into blood cell types suggests that cell intrinsic gene expression changes may impart greater significance than cell abundance changes to the whole blood miRNA profile. Altogether, these data provide a foundation for understanding the relationship between healthy aging and disease, and for the development of age-specific disease biomarkers.


Assuntos
Envelhecimento/genética , Biomarcadores , MicroRNAs/sangue , Adulto , Idoso , Envelhecimento/metabolismo , Doença/genética , Feminino , Expressão Gênica , Perfilação da Expressão Gênica , Envelhecimento Saudável/genética , Humanos , Masculino , MicroRNAs/genética , RNA-Seq/métodos
16.
PLoS One ; 15(4): e0231402, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32271829

RESUMO

BACKGROUND: Turner syndrome (TS) is a chromosomal disorder, in which a female is partially or entirely missing one of the two X chromosomes, with a prevalence of 1:2500 live female births. The present study aims to identify a circulating microRNA (miRNA) signature for TS patients with and without congenital heart disease (CHD). METHODS: Microarray platform interrogating 2549 miRNAs were used to detect the miRNA abundance levels in the blood of 33 TS patients and 14 age-matched healthy volunteer controls (HVs). The differentially abundant miRNAs between the two groups were further validated by RT-qPCR. RESULTS: We identified 60 differentially abundant miRNA in the blood of TS patients compared to HVs, from which, 41 and 19 miRNAs showed a higher and a lower abundance levels in TS patients compared to HVs, respectively. RT-qPCR confirmed the significantly higher abundance levels of eight miRNAs namely miR-374b-5p, miR-199a-5p, miR-340-3p, miR-125b-5p, miR-30e-3p, miR-126-3p, miR-5695, and miR-26b-5p in TS patients as compared with the HVs. The abundance level of miR-5695 was higher in TS patients displaying CHD as compared to TS patients without CHD (p = 0.0265; log2-fold change 1.99); whereas, the abundance level of miR-126-3p was lower in TS patients with congenital aortic valve disease (AVD) compared to TS patients without BAV (p = 0.0139, log2-fold change 1.52). The clinical feature statistics revealed that miR-126-3p had a significant correlation with sinotubular junction Z-score (r = 0.42; p = 0.0154). CONCLUSION: The identified circulating miRNAs signature for TS patients with manifestations associated with cardiovascular diseases provide new insights into the molecular mechanism of TS that may guide the development of novel diagnostic approaches.


Assuntos
MicroRNA Circulante/sangue , Síndrome de Turner/patologia , Adolescente , Adulto , Estudos de Casos e Controles , Criança , Feminino , Cardiopatias/complicações , Cardiopatias/congênito , Cardiopatias/patologia , Ventrículos do Coração/fisiopatologia , Humanos , Cariótipo , Síndrome de Turner/complicações , Síndrome de Turner/genética , Adulto Jovem
17.
JAMA Oncol ; 6(5): 714-723, 2020 05 01.
Artigo em Inglês | MEDLINE | ID: mdl-32134442

RESUMO

Importance: The overall low survival rate of patients with lung cancer calls for improved detection tools to enable better treatment options and improved patient outcomes. Multivariable molecular signatures, such as blood-borne microRNA (miRNA) signatures, may have high rates of sensitivity and specificity but require additional studies with large cohorts and standardized measurements to confirm the generalizability of miRNA signatures. Objective: To investigate the use of blood-borne miRNAs as potential circulating markers for detecting lung cancer in an extended cohort of symptomatic patients and control participants. Design, Setting, and Participants: This multicenter, cohort study included patients from case-control and cohort studies (TREND and COSYCONET) with 3102 patients being enrolled by convenience sampling between March 3, 2009, and March 19, 2018. For the cohort study TREND, population sampling was performed. Clinical diagnoses were obtained for 3046 patients (606 patients with non-small cell and small cell lung cancer, 593 patients with nontumor lung diseases, 883 patients with diseases not affecting the lung, and 964 unaffected control participants). No samples were removed because of experimental issues. The collected data were analyzed between April 2018 and November 2019. Main Outcomes and Measures: Sensitivity and specificity of liquid biopsy using miRNA signatures for detection of lung cancer. Results: A total of 3102 patients with a mean (SD) age of 61.1 (16.2) years were enrolled. Data on the sex of the participants were available for 2856 participants; 1727 (60.5%) were men. Genome-wide miRNA profiles of blood samples from 3046 individuals were evaluated by machine-learning methods. Three classification scenarios were investigated by splitting the samples equally into training and validation sets. First, a 15-miRNA signature from the training set was used to distinguish patients diagnosed with lung cancer from all other individuals in the validation set with an accuracy of 91.4% (95% CI, 91.0%-91.9%), a sensitivity of 82.8% (95% CI, 81.5%-84.1%), and a specificity of 93.5% (95% CI, 93.2%-93.8%). Second, a 14-miRNA signature from the training set was used to distinguish patients with lung cancer from patients with nontumor lung diseases in the validation set with an accuracy of 92.5% (95% CI, 92.1%-92.9%), sensitivity of 96.4% (95% CI, 95.9%-96.9%), and specificity of 88.6% (95% CI, 88.1%-89.2%). Third, a 14-miRNA signature from the training set was used to distinguish patients with early-stage lung cancer from all individuals without lung cancer in the validation set with an accuracy of 95.9% (95% CI, 95.7%-96.2%), sensitivity of 76.3% (95% CI, 74.5%-78.0%), and specificity of 97.5% (95% CI, 97.2%-97.7%). Conclusions and Relevance: The findings of the study suggest that the identified patterns of miRNAs may be used as a component of a minimally invasive lung cancer test, complementing imaging, sputum cytology, and biopsy tests.


Assuntos
MicroRNA Circulante/genética , Neoplasias Pulmonares/genética , Estudos de Coortes , Feminino , Humanos , Neoplasias Pulmonares/mortalidade , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Taxa de Sobrevida
18.
Cells ; 8(10)2019 09 27.
Artigo em Inglês | MEDLINE | ID: mdl-31569706

RESUMO

Chronic obstructive pulmonary disease (COPD) is associated with an increased risk of death, reducing life expectancy on average between 5 and 7 years. The survival time after diagnosis, however, varies considerably as a result of the heterogeneity of COPD. Therefore, markers that predict individual survival of COPD patients are of great value. We analyzed baseline molecular profiles and collected 54 months of follow-up data of the cohort study "COPD and SYstemic consequences-COmorbidities NETwork" (COSYCONET). Genome-wide microRNA signatures from whole blood collected at time of the inclusion in the study were generated for 533 COPD patients including patients that deceased during the 54-month follow-up period (n = 53) and patients that survived this period (n = 480). We identified two blood-born microRNAs (miR-150-5p and miR-320b) that were highly predictive for survival of COPD patients. The expression change was then confirmed by RT-qPCR in 245 individuals. Ninety percent of patients with highest expression of miR-150-5p survived the 54-month period in contrast to only 50% of patients with lowest expression intensity. Moreover, the abundance of the oncogenic miR-150-5p in blood of COPD patients was predictive for the development of cancer. Thus, molecular profiles measured at the time of a COPD diagnosis have a high predictive power for the survival of patients.


Assuntos
Biomarcadores/análise , MicroRNAs/genética , Doença Pulmonar Obstrutiva Crônica/mortalidade , Estudos de Casos e Controles , Estudos de Coortes , Seguimentos , Perfilação da Expressão Gênica , Humanos , Prognóstico , Doença Pulmonar Obstrutiva Crônica/genética , Doença Pulmonar Obstrutiva Crônica/patologia , Taxa de Sobrevida
19.
Int J Mol Sci ; 20(12)2019 Jun 14.
Artigo em Inglês | MEDLINE | ID: mdl-31207892

RESUMO

AIM: Primary human hepatocytes (PHHs) undergo dedifferentiation upon the two-dimensional (2D) culture, which particularly hinders their utility in long-term in vitro studies. Lipids, as a major class of biomolecules, play crucial roles in cellular energy storage, structure, and signaling. Here, for the first time, we mapped the alterations in the lipid profile of the dedifferentiating PHHs and studied the possible role of lipids in the loss of the phenotype of PHHs. Simultaneously, differentially expressed miRNAs associated with changes in the lipids and fatty acids (FAs) of the dedifferentiating PHHs were investigated. METHODS: PHHs were cultured in monolayer and their phenotype was monitored morphologically, genetically, and biochemically for five days. The lipid and miRNA profile of the PHHs were analyzed by mass spectrometry and Agilent microarray, respectively. In addition, 24 key genes involved in the metabolism of lipids and FAs were investigated by qPCR. RESULTS: The typical morphology of PHHs was lost from day 3 onward. Additionally, ALB and CYP genes were downregulated in the cultured PHHs. Lipidomics revealed a clear increase in the saturated fatty acids (SFA) and monounsaturated fatty acids (MUFA) containing lipids, but a decrease in the polyunsaturated fatty acids (PUFA) containing lipids during the dedifferentiation of PHHs. In line with this, FASN, SCD, ELOVL1, ELOVL3, and ELOVL7 were upregulated but ELOVL2 was downregulated in the dedifferentiated PHHs. Furthermore, differentially expressed miRNAs were identified, and the constantly upregulated miR-27a and miR-21, and downregulated miR-30 may have regulated the synthesis, accumulation and secretion of PHH lipids during the dedifferentiation. CONCLUSION: Our results showed major alterations in the molecular lipid species profiles, lipid-metabolizing enzyme expression as wells as miRNA profiles of the PHHs during their prolonged culture, which in concert could play important roles in the PHHs' loss of phenotype. These findings promote the understanding from the dedifferentiation process and could help in developing optimal culture conditions, which better meet the needs of the PHHs and support their original phenotype.


Assuntos
Desdiferenciação Celular , Hepatócitos/citologia , Metabolismo dos Lipídeos , MicroRNAs/genética , Acetiltransferases/genética , Acetiltransferases/metabolismo , Células Cultivadas , Citocromos/genética , Citocromos/metabolismo , Elongases de Ácidos Graxos , Ácido Graxo Sintase Tipo I/genética , Ácido Graxo Sintase Tipo I/metabolismo , Hepatócitos/metabolismo , Humanos , Masculino , Pessoa de Meia-Idade , Albumina Sérica Humana/genética , Albumina Sérica Humana/metabolismo , Estearoil-CoA Dessaturase/genética , Estearoil-CoA Dessaturase/metabolismo , Regulação para Cima
20.
RNA Biol ; 16(8): 1034-1043, 2019 08.
Artigo em Inglês | MEDLINE | ID: mdl-31035857

RESUMO

The envisioned application of miRNAs as diagnostic or prognostic biomarkers calls for an in-depth understanding of their distribution and variability in different physiological states. While effects with respect to ethnic origin, age, or gender are known, the inter-individual variability of miRNAs across the four seasons remained largely hidden. We sequentially profiled the complete repertoire of blood-borne miRNAs for 25 physiologically normal individuals in spring, summer, fall, and winter (altogether 95 samples) and validated the results on 292 individuals (919 samples collected with the Mitra home sampling device) by RT-qPCR. Principal variance component analysis suggests that the largest variability observed in miRNA expression is due to individual variability and the individuals' gender. But the results also highlight a deviation of miRNA activity in samples collected during spring time. Following adjustment for multiple testing, remarkable differences are observed between spring and fall (77 miRNAs). The two most dys-regulated miRNAs were miR-181c-5p and miR-106b-5p (adjusted p-value of 0.007). Other significant miRNAs include miR-140-3p, miR-21-3p, and let-7c-5p. The dys-regulation was validated by RT-qPCR. Systems biology analysis further provides strong evidence for the immunological origin of the signals: dys-regulated miRNAs are enriched in CD56 cells and belong to various signalling and immune-system-related pathways. Our data suggest that besides known confounding factors such as age and sex, also the season in which a test is conducted might have a considerable influence on the expression of blood-borne miRNAs and subsequently might interfere with diagnosis based on such signatures.


Assuntos
Regulação Neoplásica da Expressão Gênica/genética , MicroRNAs/sangue , Estações do Ano , Adulto , Antígeno CD56/sangue , Feminino , Humanos , Masculino , Análise de Componente Principal
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