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1.
Breast Cancer Res Treat ; 204(3): 475-484, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38191685

RESUMO

PURPOSE: Serum microRNA (miRNA) holds great potential as a non-invasive biomarker for diagnosing breast cancer (BrC). However, most diagnostic models rely on the absolute expression levels of miRNAs, which are susceptible to batch effects and challenging for clinical transformation. Furthermore, current studies on liquid biopsy diagnostic biomarkers for BrC mainly focus on distinguishing BrC patients from healthy controls, needing more specificity assessment. METHODS: We collected a large number of miRNA expression data involving 8465 samples from GEO, including 13 different cancer types and non-cancer controls. Based on the relative expression orderings (REOs) of miRNAs within each sample, we applied the greedy, LASSO multiple linear regression, and random forest algorithms to identify a qualitative biomarker specific to BrC by comparing BrC samples to samples of other cancers as controls. RESULTS: We developed a BrC-specific biomarker called 7-miRPairs, consisting of seven miRNA pairs. It demonstrated comparable classification performance in our analyzed machine learning algorithms while requiring fewer miRNA pairs, accurately distinguishing BrC from 12 other cancer types. The diagnostic performance of 7-miRPairs was favorable in the training set (accuracy = 98.47%, specificity = 98.14%, sensitivity = 99.25%), and similar results were obtained in the test set (accuracy = 97.22%, specificity = 96.87%, sensitivity = 98.02%). KEGG pathway enrichment analysis of the 11 miRNAs within the 7-miRPairs revealed significant enrichment of target mRNAs in pathways associated with BrC. CONCLUSION: Our study provides evidence that utilizing serum miRNA pairs can offer significant advantages for BrC-specific diagnosis in clinical practice by directly comparing serum samples with BrC to other cancer types.


Assuntos
Neoplasias da Mama , MicroRNAs , Humanos , Feminino , MicroRNAs/genética , Neoplasias da Mama/diagnóstico , Neoplasias da Mama/genética , Neoplasias da Mama/patologia , Perfilação da Expressão Gênica , Biomarcadores Tumorais/genética , Biópsia Líquida
2.
Ann Hematol ; 103(6): 2089-2102, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38691145

RESUMO

Infection post-hematopoietic stem cell transplantation (HSCT) is one of the main causes of patient mortality. Fever is the most crucial clinical symptom indicating infection. However, current microbial detection methods are limited. Therefore, timely diagnosis of infectious fever and administration of antimicrobial drugs can effectively reduce patient mortality. In this study, serum samples were collected from 181 patients with HSCT with or without infection, as well as the clinical information. And more than 80 infectious-related microRNAs in the serum were selected according to the bulk RNA-seq result and detected in the 345 time-pointed serum samples by Q-PCR. Unsupervised clustering result indicates a close association between these microRNAs expression and infection occurrence. Compared to the uninfected cohort, more than 10 serum microRNAs were identified as the combined diagnostic markers in one formula constructed by the Random Forest (RF) algorithms, with a diagnostic accuracy more than 0.90. Furthermore, correlations of serum microRNAs to immune cells, inflammatory factors, pathgens, infection tissue, and prognosis were analyzed in the infection cohort. Overall, this study demonstrates that the combination of serum microRNAs detection and machine learning algorithms holds promising potential in diagnosing infectious fever after HSCT.


Assuntos
Febre , Transplante de Células-Tronco Hematopoéticas , Aprendizado de Máquina , Humanos , Transplante de Células-Tronco Hematopoéticas/efeitos adversos , Feminino , Masculino , Adulto , Pessoa de Meia-Idade , Febre/etiologia , Febre/diagnóstico , Febre/sangue , Algoritmos , MicroRNAs/sangue , Biomarcadores/sangue , Adolescente , Adulto Jovem
3.
BMC Genomics ; 24(1): 96, 2023 Mar 02.
Artigo em Inglês | MEDLINE | ID: mdl-36864382

RESUMO

BACKGROUND: Serum microRNAs (miRNAs) are promising non-invasive biomarkers for diagnosing glioma. However, most reported predictive models are constructed without a large enough sample size, and quantitative expression levels of their constituent serum miRNAs are susceptible to batch effects, decreasing their clinical applicability. METHODS: We propose a general method for detecting qualitative serum predictive biomarkers using a large cohort of miRNA-profiled serum samples (n = 15,460) based on the within-sample relative expression orderings of miRNAs. RESULTS: Two panels of miRNA pairs (miRPairs) were developed. The first was composed of five serum miRPairs (5-miRPairs), reaching 100% diagnostic accuracy in three validation sets for distinguishing glioma and non-cancer controls (n = 436: glioma = 236, non-cancers = 200). An additional validation set without glioma samples (non-cancers = 2611) showed a predictive accuracy of 95.9%. The second panel included 32 serum miRPairs (32-miRPairs), reaching 100% diagnostic performance in training set on specifically discriminating glioma from other cancer types (sensitivity = 100%, specificity = 100%, accuracy = 100%), which was reproducible in five validation datasets (n = 3387: glioma = 236, non-glioma cancers = 3151, sensitivity> 97.9%, specificity> 99.5%, accuracy> 95.7%). In other brain diseases, the 5-miRPairs classified all non-neoplastic samples as non-cancer, including stroke (n = 165), Alzheimer's disease (n = 973), and healthy samples (n = 1820), and all neoplastic samples as cancer, including meningioma (n = 16), and primary central nervous system lymphoma samples (n = 39). The 32-miRPairs predicted 82.2 and 92.3% of the two kinds of neoplastic samples as positive, respectively. Based on the Human miRNA tissue atlas database, the glioma-specific 32-miRPairs were significantly enriched in the spinal cord (p = 0.013) and brain (p = 0.015). CONCLUSIONS: The identified 5-miRPairs and 32-miRPairs provide potential population screening and cancer-specific biomarkers for glioma clinical practice.


Assuntos
Doença de Alzheimer , MicroRNAs , Humanos , MicroRNAs/genética , Biomarcadores Tumorais/genética , Encéfalo , Bases de Dados Factuais
4.
Eur J Vasc Endovasc Surg ; 65(4): 573-581, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-36596338

RESUMO

OBJECTIVE: This study aimed to examine the association between serum microRNAs (miRNAs) and diagnosis and growth of abdominal aortic aneurysm (AAA), and to test their diagnostic and prognostic value. METHODS: The expression levels of 800 miRNA tags were assessed in 108 patients with AAA, 12 age and sex matched healthy controls (HCs), and 12 patients with peripheral artery disease (PAD) using NanoString technology. Findings were assessed in an independent sample of 66 patients with AAA and 29 age and sex matched HCs by reverse transcriptase polymerase chain reaction. AAA growth was assessed by a median of three (interquartile range [IQR] 2, 3) repeat ultrasound scans over a median follow up of 1.1 (IQR 1.0, 2.0) years. The association between the miRNA and AAA diagnosis and growth was examined by regression and linear mixed effects analyses. The diagnostic and prognostic potential of the miRNAs were examined using area under the receiver operator characteristic curve (AUC), net re-classification index (NRI), and Cox hazard analyses. RESULTS: In comparison with HCs, a model combining clinical risk factors, let-7b-5p and miR-548n had an AUC of 98.0% (95% confidence interval [CI] 95.6 - 100.0; p = .003) for diagnosing AAA, which was a significant improvement over clinical risk factors alone (NRI 1.74; 95% CI 1.61 - 1.87; p < .001). Compared with PAD, a model combining clinical risk factors and miR-548n had an AUC of 99.6% (95% CI 98.9 - 100.0, p = .037) for diagnosing AAA, which was a significant improvement over clinical risk factors alone (NRI 1.79, 95% CI 1.68 - 1.91; p < .001). In the longitudinal cohort, none of the miRNAs were able to predict the likelihood of reaching surgical threshold diameter better than clinical risk factors alone. CONCLUSION: Serum let-7b-5p and miR548n significantly improved the ability to diagnose AAA. None of the miRNAs had independent prognosis value in predicting AAA growth.


Assuntos
Aneurisma da Aorta Abdominal , MicroRNAs , Doença Arterial Periférica , Humanos , MicroRNAs/genética , MicroRNAs/metabolismo , Aneurisma da Aorta Abdominal/diagnóstico por imagem , Aneurisma da Aorta Abdominal/genética , Doença Arterial Periférica/diagnóstico , Doença Arterial Periférica/genética , Fatores de Risco
5.
Int J Mol Sci ; 24(10)2023 May 22.
Artigo em Inglês | MEDLINE | ID: mdl-37240431

RESUMO

Non-alcoholic fatty liver disease (NAFLD) is one of the most common chronic liver diseases and its prevalence is increasing worldwide. It is reported that NAFLD is associated with colorectal polyps. Since identifying NAFLD in its early stages could prevent possible disease progression to cirrhosis and decrease the risk of HCC by early intervention, patients with colorectal polyp may thus be considered a target group for screening NAFLD. This study aimed to investigate the potential of serum microRNAs (miRNAs) in identifying NAFLD for colorectal polyp patients. Serum samples were collected from 141 colorectal polyp patients, of which 38 had NAFLD. The serum level of eight miRNAs was determined by quantitative PCR and delta Ct values of different miRNA pairs which were compared between NAFLD and control groups. A miRNA panel was formulated from candidate miRNA pairs by multiple linear regression model and ROC analysis was performed to evaluate its diagnostic potential for NAFLD. Compared to the control group, the NAFLD group showed significantly lower delta Ct values of miR-18a/miR-16 (6.141 vs. 7.374, p = 0.009), miR-25-3p/miR-16 (2.311 vs. 2.978, p = 0.003), miR-18a/miR-21-5p (4.367 vs. 5.081, p = 0.021) and miR-18a/miR-92a-3p (8.807 vs. 9.582, p = 0.020). A serum miRNA panel composed of these four miRNA pairs significantly identified NAFLD in colorectal polyp patients with an AUC value of 0.6584 (p = 0.004). The performance of the miRNA panel was further improved to an AUC value of 0.8337 (p < 0.0001) when polyp patients with other concurrent metabolic disorders were removed from the analysis. The serum miRNA panel is a potential diagnostic biomarker for screening NAFLD in colorectal polyp patients. This serum miRNA test could be performed for colorectal polyp patients for early diagnosis and for prevention of the disease from progressing into more advanced stages.


Assuntos
Carcinoma Hepatocelular , Pólipos do Colo , Neoplasias Hepáticas , MicroRNAs , Hepatopatia Gordurosa não Alcoólica , Humanos , MicroRNAs/genética , Hepatopatia Gordurosa não Alcoólica/diagnóstico , Hepatopatia Gordurosa não Alcoólica/genética , Carcinoma Hepatocelular/genética , População do Leste Asiático , Biomarcadores Tumorais/genética , Perfilação da Expressão Gênica , Estudos de Casos e Controles , Neoplasias Hepáticas/genética
6.
Prostate ; 82(16): 1537-1546, 2022 12.
Artigo em Inglês | MEDLINE | ID: mdl-35971801

RESUMO

BACKGROUND: Although radical prostatectomy is associated with good long-term oncological outcomes, approximately 30% of patients present biochemical recurrence, whereupon salvage treatments are required. Identification of novel molecular biomarkers to predict cancer behavior is clinically important. Here, we developed a novel microRNA (miRNA)-based prognostic model for patients who underwent radical prostatectomy. METHODS: We retrospectively investigated the clinical records of 295 patients who underwent radical prostatectomy between 2009 and 2017. We randomly assigned these cases into training or validation sets. The prognostic model was constructed using Fisher linear discriminant analysis in the training set, and we evaluated its performance in the validation set. RESULTS: Overall, 72 patients had biochemical recurrence. A prediction model was constructed using a combination of three miRNAs (miR-3147, miR-4513, and miR-4728-5p) and two pathological factors (pathological T stage and Gleason score). In the validation set, the predictive performance of the model was confirmed to be accurate (area under the receiver operating characteristic curve: 0.80; sensitivity: 0.78; specificity: 0.76). Additionally, Kaplan-Meier analysis revealed that the patients with a low prediction index had significantly longer recurrence-free survival than those with a high index (p < 0.001). CONCLUSIONS: Circulating miRNA profiles can provide information to predict recurrence after prostatectomy. Our model may be helpful for physicians to decide follow-up strategies for patients.


Assuntos
MicroRNA Circulante , MicroRNAs , Neoplasias da Próstata , Masculino , Humanos , Estudos Retrospectivos , Prostatectomia , Neoplasias da Próstata/genética , Neoplasias da Próstata/cirurgia , Neoplasias da Próstata/patologia , Antígeno Prostático Específico , MicroRNAs/genética , Recidiva Local de Neoplasia/diagnóstico , Recidiva Local de Neoplasia/genética , Recidiva Local de Neoplasia/cirurgia
7.
Int J Urol ; 29(9): 968-976, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-35288995

RESUMO

OBJECTIVES: Radical cystectomy is the gold-standard treatment for muscle-invasive bladder cancer and aggressive non-muscle-invasive bladder cancer. To enhance clinical decision-making regarding patients with bladder cancer who underwent radical cystectomy, a recurrence prediction biomarker with high accuracy is urgently needed. In this study, we developed a model for the prediction of bladder cancer recurrence after radical cystectomy by combining serum microRNA and a pathological factor. METHODS: We retrospectively analyzed the clinical records of 81 patients with bladder cancer who underwent radical cystectomy between 2008 and 2016. The dataset was divided into two, and Fisher linear discriminant analysis was used to construct a prognostic model for future recurrence in the training set (n = 41). The performance of the model was evaluated in the validation set (n = 40). RESULTS: Thirty patients had recurrence after having undergone radical cystectomy. A prognostic model for recurrence was constructed by combining a pathological factor (i.e. positive pathological lymph node status) and three microRNAs (miR-23a-3p, miR-3679-3p, and miR-3195). The model showed a sensitivity of 0.87, a specificity of 0.80, and an area under the receiver operating characteristic curve of 0.88 (0.77-0.98) in the validation set. Furthermore, Kaplan-Meier analysis revealed that patients with a low prediction index have significantly longer overall survival than patients with a high prediction index (P = 0.041). CONCLUSION: A combination of serum microRNA profiles and lymph node statuses is useful for the prediction of oncological outcomes after radical cystectomy in patients with bladder cancer.


Assuntos
MicroRNAs , Neoplasias da Bexiga Urinária , Biomarcadores , Cistectomia , Humanos , Biópsia Líquida , Recidiva Local de Neoplasia/diagnóstico , Estudos Retrospectivos , Neoplasias da Bexiga Urinária/diagnóstico , Neoplasias da Bexiga Urinária/genética , Neoplasias da Bexiga Urinária/cirurgia
8.
Int J Neurosci ; 131(12): 1181-1189, 2021 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-32546033

RESUMO

OBJECTIVES: To determine the serum expression levels of seven candidate microRNAs (miRNA); miR-19a, miR-19b, miR-29a, miR-29c, miR-181, miR-195 and miR-221 in Turkish patients with Parkinson's disease (PD) and explored their potential role in the diagnosis of PD. We further described the relationship between these miRNAs with the clinical findings and treatment of PD. MATERIALS AND METHODS: The study included 51 PD patients and 20 healthy controls. The clinical severity of disease was assessed using the Hoehn Yahr staging scale and the Unified Parkinson's Disease Rating Scale (UPDRS). Venous blood samples were taken after fasting for 12 h, then centrifuged. Obtained serum samples were stored until analysis of miRNA. In the laboratory, expression levels of these miRNAs were analyzed using a real-time PCR instrument. Receiver-operating characteristic analysis and area-under the-curve (AUC) was used to evaluate these miRNA levels as potential diagnostic biomarkers for PD. RESULTS: miR-29c expression levels were increased significantly for PD patients compared to healthy controls. There were no significant differences in levels of other miRNAs between PD patients and controls. The AUC of miR-29c was 0.689. The sensitivity and specificity of this diagnostic test was 54.9% and 80.0%, respectively. miR-195 level was found to have a significant positive correlation only with age. Significant negative correlation was found between miR-29a level and UPDRS total score. miR-19b was found higher in ropinirole drug used group than that of pramipexole group. CONCLUSION: This study suggests that serum miR-29c expression level might be potential biomarker in the diagnosis of Turkish Parkinson patients.


Assuntos
MicroRNAs/sangue , Doença de Parkinson/sangue , Doença de Parkinson/diagnóstico , Idoso , Idoso de 80 Anos ou mais , Biomarcadores/sangue , Análise Química do Sangue/normas , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Sensibilidade e Especificidade , Turquia
9.
J Transl Med ; 18(1): 469, 2020 12 09.
Artigo em Inglês | MEDLINE | ID: mdl-33298092

RESUMO

BACKGROUND: Human cytomegalovirus (HCMV) is a beta-hersvirinae that has a high latent infection rate worldwide and can cause serious consequences in immunocompromised patients when reactivation; however, the mechanism of how HCMV convert from latent to reactivation has rarely been investigated. In the present study, we aimed to perform a comprehensive analysis of the HCMV-encoded microRNA (miRNA) profile in serum of patients upon HCMV reactivation from latency and to further evaluate its clinical significance for the disease monitoring and preventing usefulness. METHODS: Serum samples from 59 viremia patients and 60 age-gender matched controls were enrolled in this study for screening and validation of different expression of HCMV miRNAs. Serum concentrations of 22 known HCMV miRNAs were determined by a hydrolysis probe-based stem-loop quantitative reverse transcription polymerase chain reaction (RT-qPCR) assay. HCMV DNA was measured by quantitative real-time PCR (qPCR) with the whole blood sample. Serum HCMV IgG and IgM were assessed using enzyme linked immunosorbent assay (ELISA). Another 47 samples from 5 patients at different time points were collected to evaluate the monitoring effectiveness and disease prediction ability of differential expression HCMV-miRNAs during the antiviral treatment. RESULTS: The RT-qPCR analysis revealed that the serum levels of 16 of the 22 examined HCMV miRNAs were elevated in HCMV viremia patients compared with controls, and a profile of 8 HCMV miRNAs including hcmv-miR-US25-2-3p, hcmv-miR-US4-5p, hcmv-miR-US25-2-5p, hcmv-miR-US25-1-3p, hcmv-miR-US25-1, hcmv-miR-UL36, hcmv-miR-UL148D, hcmv-miR-US29-3p were markedly elevated (fold change > 2, P < 0.01). Receiver operating characteristic curve (ROC) analysis were performed on the selected HCMV-miRNAs in all of the patients and controls that enrolled in this study, and which ranged from 0.72 to 0.80 in the autoimmune patients. In addition, hcmv-miR-US25-1-3p levels were significantly correlated with HCMV DNA load (r = 0.349, P = 0.007), and were obviously higher in the reactivation set than the latency set in the autoimmune patients, which could be a predictor for the monitoring of the antiviral treatment. CONCLUSIONS: HCMV miRNAs profile showed markedly shift-switch from latency to reactivation in circulation from HCMV infected patients and hcmv-miR-US25-1-3p may be served as a predictor for the switch upon reactivation from latency in patients suffered with autoimmune diseases.


Assuntos
Infecções por Citomegalovirus , MicroRNAs , Citomegalovirus/genética , Humanos , MicroRNAs/genética , RNA Viral , Latência Viral
10.
Br J Biomed Sci ; 75(1): 7-12, 2018 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-28929922

RESUMO

BACKGROUND: MiRNAs may be associated with the risk of uterine sarcoma and related molecular mechanism remains unclear. METHODS: A total of 101 patients with uterine sarcoma (cases) and 54 healthy subjects (controls) were enrolled. The levels of serum miR-152, miR-205, miR-222, miR-24, miR-150 and sirtuin 1 (SIRT1, an NAD +-dependent class III histone deacetylase) were measured by qRT-PCR. HeLa cells were transfected with the mimics of miR-152 and miR-24. The autophagic rates, and the levels of SIRT1 and acetylation of microtubule-associated protein 1A/1B-light chain 3 (LC3) were measured. RESULTS: Levels of miR-152, miR-24 and SIRT1 decreased while the levels of miR-205, miR-222 and miR-150 increased in cases vs. controls (all P < 0.05). All miRNAs were linked with stage of the cases' sarcoma (all P = 0.001). Kaplan-Meier analysis demonstrated uterine sarcoma patients have better survival rates with high-level miR-152 and miR-24, with a five-year overall survival of 21.8% and 67.5%, respectively (P  =  0.003 and 0.004). The mimics of miR-152 and miR-24 induced autophagy by increasing the level of SIRT1, which deacetylated LC3. CONCLUSION: Present findings demonstrate altered miRNA species in uterine sarcoma that are linked to disease stage, and a new molecular mechanism, by which miR-152 and miR-24 promote autophagy by activating SIRT1 and deacetylating LC3.


Assuntos
Regulação Neoplásica da Expressão Gênica , MicroRNAs/genética , Proteínas Associadas aos Microtúbulos/genética , Sarcoma/genética , Sirtuína 1/genética , Neoplasias do Colo do Útero/genética , Acetilação , Adulto , Autofagia/genética , Estudos de Casos e Controles , Feminino , Células HeLa , Humanos , Estimativa de Kaplan-Meier , MicroRNAs/antagonistas & inibidores , MicroRNAs/metabolismo , Proteínas Associadas aos Microtúbulos/metabolismo , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Oligodesoxirribonucleotídeos/genética , Oligodesoxirribonucleotídeos/metabolismo , Sarcoma/metabolismo , Sarcoma/mortalidade , Sarcoma/patologia , Transdução de Sinais , Sirtuína 1/metabolismo , Transfecção , Neoplasias do Colo do Útero/metabolismo , Neoplasias do Colo do Útero/mortalidade , Neoplasias do Colo do Útero/patologia
11.
Liver Int ; 37(6): 888-896, 2017 06.
Artigo em Inglês | MEDLINE | ID: mdl-28061012

RESUMO

BACKGROUND & AIMS: The discovery of effective and reliable biomarkers to detect hepatitis B virus (HBV)-positive hepatocellular carcinoma (HCC) at an early stage may improve the survival of HCC. The aim of this study was to establish serum microRNA (miRNA) profiles as diagnostic biomarkers for HBV-positive HCC. METHODS: We used deep sequencing to screen serum miRNAs in a discovery cohort (n=100). Quantitative polymerase chain reaction (qPCR) assays were then applied to evaluate the expression of selected miRNAs. A diagnostic 2-miRNA panel was established by a logistic regression model using a training cohort (n=182). The predicted probability of being detected as HCC was used to construct the receiver operating characteristic (ROC) curve. Area under the ROC curve (AUC) was used to assess the diagnostic performance of the selected miRNA panel. RESULTS: The predicted probability of being detected as HCC by the 2-miRNA panel was calculated by: logit P=-2.988 + 1.299 × miR-27b-3p + 1.245 × miR-192-5p. These results were further confirmed in a validation cohort (n=246).The miRNA panel provided a high diagnostic accuracy of HCC (AUC=0.842, P<.0001 for training set; AUC=0.836, P<.0001 for validation set respectively). In addition, the miRNA panel showed better prediction of HCC diagnosis than did alpha-foetoprotein (AFP). The miRNA panel also differentiated HCC from healthy (AUC=0.823, P<.0001), and cirrhosis patients (AUC=0.859, P<.0001) respectively. CONCLUSIONS: Differentially expressed serum miRNAs may have considerable clinical value in HCC diagnosis, and be particularly helpful for AFP-negative HCC.


Assuntos
Carcinoma Hepatocelular/diagnóstico , Neoplasias Hepáticas/diagnóstico , MicroRNAs/sangue , Adulto , Biomarcadores Tumorais/sangue , Carcinoma Hepatocelular/sangue , Carcinoma Hepatocelular/virologia , Estudos de Casos e Controles , China , Feminino , Perfilação da Expressão Gênica , Vírus da Hepatite B , Hepatite B Crônica/complicações , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Cirrose Hepática/complicações , Neoplasias Hepáticas/sangue , Neoplasias Hepáticas/virologia , Modelos Logísticos , Masculino , MicroRNAs/genética , Pessoa de Meia-Idade , Curva ROC
12.
J Korean Med Sci ; 32(2): 212-220, 2017 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-28049231

RESUMO

The prognostic role of aberrant serum miRNA expression for predicting response to sorafenib treatment in advanced hepatocellular carcinoma (HCC) patients has not been well characterized. We aimed to identify specific serum miRNAs that are associated with positive radiologic responses or improved survival in sorafenib-treated HCC patients. miR-18a, miR-21, miR-139-5p, miR-221, miR-224, and miR-10b-3p, were selected for analysis. Serum samples from 24 patients with advanced stage HCC and 25 patients with liver cirrhosis (LC) were analyzed. All of the miRNAs except miR-21 were found to be upregulated in serum samples from HCC patients. None of the miRNAs assayed differed significantly in terms of expression between the responder and non-responder groups among HCC patients. However, miR-10b-3p levels were significantly higher in the subgroup of HCC patients with worse overall survival (fold change = 5.8, P = 0.008). Serum miRNA-10b-3p was upregulated in the presence of macrovascular invasion (MVI), and those with higher serum miRNA-10b-3p had significantly shorter survival during treatment (P = 0.042). Although no single serum miRNA was predictive of response to sorafenib treatment, analysis of serum miR-10b-3p levels may be valuable for diagnosis of HCC and prediction of survival of sorafenib-treated patients.


Assuntos
Antineoplásicos/uso terapêutico , Carcinoma Hepatocelular/tratamento farmacológico , Neoplasias Hepáticas/tratamento farmacológico , MicroRNAs/sangue , Niacinamida/análogos & derivados , Compostos de Fenilureia/uso terapêutico , Adulto , Idoso , Carcinoma Hepatocelular/sangue , Carcinoma Hepatocelular/mortalidade , Carcinoma Hepatocelular/patologia , Regulação para Baixo , Feminino , Humanos , Neoplasias Hepáticas/sangue , Neoplasias Hepáticas/mortalidade , Neoplasias Hepáticas/patologia , Masculino , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Niacinamida/uso terapêutico , Modelos de Riscos Proporcionais , Sorafenibe , Taxa de Sobrevida , Regulação para Cima
13.
J Assist Reprod Genet ; 34(10): 1277-1282, 2017 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-28664228

RESUMO

PURPOSE: The purpose of the study was to identify serum microRNAs providing a link between male subfertility and metabolic syndrome (MetS) and validate their diagnostic potential. METHODS: Sera were analyzed for fertility and MetS-related parameters in subfertile men (n = 79) and controls (n = 38). Literature review identified miR-155-5p, miR-122-5p, miR-200a-3p, and miR-200c-3p which previously were associated with parameters of fertility as well as metabolic disorders. They were measured in the sera using an absolute quantitation method (qPCR). In order to investigate the value of miRNAs in predicting subfertility, receiver operating characteristic analysis was done. RESULTS: Subfertile men had higher concentrations of miR-155-5p than controls (p = 0.003) and for miR-200c-3p, the difference was borderline statistically significant (p = 0.05). miR-155-5p and miR-200c-3p were also associated with subfertility in men with no metabolic disturbances (p = 0.008, p = 0.004, respectively). This association was abrogated if any component of MetS was present. The combination of miR-155-5p and miR-200c-3p with follicle-stimulating hormone, being a well-established subfertility parameter, resulted in an overall diagnostic power of AUC = 0.87, which was even higher when men without MetS components were analyzed (AUC = 0.93). Regarding MetS components, statistically significant correlations were found between miR-122-5p and fasting triglycerides, and waist circumference, but no association with subfertility was identified. CONCLUSIONS: Among the four miRNAs analyzed, none of them was associated both with male subfertility and MetS components. The ability of miR-155-5p and miR-200c-3p to identify subfertile men was partly overruled by the presence of metabolic disturbances.


Assuntos
Biomarcadores/sangue , Infertilidade Masculina/genética , Síndrome Metabólica/genética , MicroRNAs/sangue , Adulto , Estudos de Casos e Controles , Hormônio Foliculoestimulante/sangue , Humanos , Infertilidade Masculina/sangue , Masculino , Síndrome Metabólica/sangue , Síndrome Metabólica/etiologia , Pessoa de Meia-Idade , Triglicerídeos/sangue , Triglicerídeos/genética
14.
Tumour Biol ; 37(6): 7777-84, 2016 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-26695145

RESUMO

Circulating microRNAs (miRNAs) are potential noninvasive biomarkers for cancer detection. We used preoperative serum samples from non-small cell lung cancer (NSCLC) patients and healthy controls to investigate whether serum levels of candidate miRNAs could be used as diagnostic biomarkers in patients with resectable NSCLC and whether they were associated with clinicopathologic characteristics. We initially detected expression of 12 miRNAs using quantitative reverse transcriptase polymerase chain reaction (qRT-PCR) in preoperative serum samples of 94 NSCLC patients and 58 healthy controls. We further validated our results using the fluorescence quantum dots liquid bead array for differentially expressed miRNAs in serum samples of 70 NSCLC patients and 54 healthy controls. Receiver operating characteristic (ROC) analysis was performed to select the best diagnostic miRNA cutoff value. A predictive model of miRNAs for NSCLC was derived by multivariate logistic regression. We found that five serum miRNAs (miR-16-5p, miR-17b-5p, miR-19-3p, miR-20a-5p, and miR-92-3p) were significantly downregulated in NSCLC, while miR-15b-5p was significantly upregulated (p < 0.05). Multivariate logistic regression analysis revealed that miR-15b-5p, miR-16-5p, and miR-20a-5p expression were independent diagnostic factors for the identification of patients with NSCLC after adjustment for patient's age and sex. In addition, the expression of serum miR-106-5p was higher in stage I than in stages IIa-IIIb, and no significant association was observed between expression of miRNAs and other variables including pathological type, tumor size, and lymph nodes status. Six serum miRNAs could potentially serve as noninvasive diagnostic biomarkers for resectable NSCLC. The predictive model combining miR-15b-5p, miR-16-5p, and miR-20a-5p was the best diagnostic approach.


Assuntos
Biomarcadores Tumorais/sangue , Carcinoma Pulmonar de Células não Pequenas/sangue , Detecção Precoce de Câncer/métodos , Neoplasias Pulmonares/sangue , MicroRNAs/sangue , Pontos Quânticos , RNA Neoplásico/sangue , Análise Serial de Tecidos/métodos , Idoso , Área Sob a Curva , Carcinoma Pulmonar de Células não Pequenas/genética , Carcinoma Pulmonar de Células não Pequenas/patologia , Feminino , Humanos , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/patologia , Metástase Linfática , Masculino , MicroRNAs/genética , Pessoa de Meia-Idade , Modelos Genéticos , Estadiamento de Neoplasias , RNA Neoplásico/genética , Curva ROC , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Análise Serial de Tecidos/instrumentação , Regulação para Cima
15.
Biomarkers ; 21(2): 129-37, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-26631297

RESUMO

CONTEXT: Sensitive, non-invasive biomarkers that facilitate Parkinson's disease (PD) detection and stage assignment are currently unavailable. OBJECTIVE: The objective of this study is to investigate the potential of circulating microRNAs (miRNAs) as novel biomarkers for PD. MATERIALS AND METHODS: Solexa sequencing technology and quantitative real-time PCR were applied to screen and verify altered serum miRNAs in PD patients. RESULTS: Serum miR-141, miR-214, miR-146b-5p, and miR-193a-3p were decreased significantly in PD patients compared with controls. Furthermore, the 4-miRNA panel enabled the differentiation of HY stage 1 and 2 PD patients from controls. DISCUSSION AND CONCLUSION: The four serum miRNAs may represent novel biomarkers for the early detection of PD.


Assuntos
Biomarcadores/sangue , Diagnóstico Precoce , MicroRNAs/sangue , Doença de Parkinson/sangue , Doença de Parkinson/diagnóstico , Idoso , Feminino , Expressão Gênica , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Humanos , Masculino , MicroRNAs/genética , Pessoa de Meia-Idade , Doença de Parkinson/genética , Prognóstico , Curva ROC , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Índice de Gravidade de Doença
16.
Jpn J Clin Oncol ; 46(9): 811-8, 2016 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-27380811

RESUMO

PURPOSE: Previously, we identified six miRNAs that are differentially expressed in colorectal cancer compared with healthy controls. Here, we tested them in gastric cancer GC. METHODS: We performed quantitative RT-PCR on serum samples from 92 patients with gastric cancer and 89 controls for the six miRNAs, and analyzed their risk scores to evaluate the diagnostic value of the serum miRNA profiling system. RESULTS: After a two-phase selection and validation process, five miRNAs were found to significantly differ in expression between gastric cancer samples and control samples, including miR-21, miR-31, miR-92a, miR-181b, and miR-203. Risk score analysis showed that this miRNA panel could distinguish gastric cancer cases from controls with high sensitivity and specificity. Under receiver operating characteristic curves, areas under the curve for tumor identification were 0.933 (95% confidence interval [CI]: 0.86-1.007) for the training set and 0.919 (95% CI: 0.863-0.975) for the validation set-markedly higher than those of carcinoembryonic antigen (0.624) and carbohydrate antigen 19-9 (0.603). CONCLUSIONS: The signature of these five miRNAs is a novel and noninvasive biomarker for gastric cancer, and could facilitate and simplify its diagnosis.


Assuntos
Biomarcadores Tumorais/sangue , MicroRNAs/sangue , Neoplasias Gástricas/diagnóstico , Idoso , Antígenos Glicosídicos Associados a Tumores/sangue , Área Sob a Curva , Biomarcadores Tumorais/genética , Biomarcadores Tumorais/metabolismo , Estudos de Casos e Controles , Feminino , Humanos , Masculino , MicroRNAs/genética , MicroRNAs/metabolismo , Pessoa de Meia-Idade , Curva ROC , Reação em Cadeia da Polimerase em Tempo Real , Sensibilidade e Especificidade , Neoplasias Gástricas/sangue
17.
Tumour Biol ; 36(11): 8845-52, 2015 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-26069101

RESUMO

Emerging evidence has suggested that circulating microRNAs (miRNAs) in serum/plasma can serve as noninvasive biomarkers for cancer detection; however, little is known about circulating miRNA profiles in osteosarcoma, a primary malignant bone tumor with high morbidity in young adults and adolescents. The objective of this study was to investigate whether circulating miRNAs in serum could be a useful biomarker for detecting osteosarcoma and monitoring tumor dynamics. Serum samples were obtained from 60 patients before surgery, 28 patients after 1 month of surgery, and 60 healthy individuals. The study was divided into three steps: (1) initial screening of the profiles of circulating miRNAs in pooled serum samples from both healthy controls and pre- and postoperative osteosarcoma patients using a TaqMan low-density qPCR array (TLDA); (2) evaluation of miRNA concentration in individual serum samples from 60 preoperative osteosarcoma patients and 60 healthy controls by a quantitative RT-PCR assay; and (3) evaluation of miRNA concentration in paired serum samples from 28 pre- and postoperative osteosarcoma patients by a quantitative RT-PCR assay. The initial analysis showed that concentrations of serum miRNAs were significantly altered between preoperative osteosarcoma patients and healthy controls and between pre- and postoperative osteosarcoma patients. The quantitative RT-PCR assay showed that serum miR-199a-5p concentrations were significantly higher in osteosarcoma patients than in controls. The value of the area under the ROC curve was 0.8606. Serum levels of miR-199a-5p were significantly lower in post- than preoperative samples. The results indicated the potential of circulating miRNAs as novel noninvasive biomarkers for detecting and monitoring osteosarcoma.


Assuntos
Biomarcadores Tumorais/sangue , MicroRNAs/sangue , Osteossarcoma/sangue , Adolescente , Adulto , Neoplasias Ósseas , Feminino , Regulação Neoplásica da Expressão Gênica , Humanos , Masculino , Osteossarcoma/genética , Osteossarcoma/patologia , Prognóstico
18.
Am J Physiol Gastrointest Liver Physiol ; 307(8): G803-12, 2014 Oct 15.
Artigo em Inglês | MEDLINE | ID: mdl-25147232

RESUMO

The incidence of eosinophilic esophagitis (EoE) has increased in the past several years, yet our understanding of its pathogenesis remains limited. To test the hypothesis that microRNAs (miRNAs) are altered in children with EoE, miRNAs were profiled in esophageal mucosa biopsies obtained from patients with active disease (n = 5) and healthy control subjects (n = 6). Fourteen miRNAs were significantly altered between groups; four of these miRNAs were decreased in EoE patients. A panel of five miRNAs (miR-203, miR-375, miR-21, miR-223, and miR-142-3p) were selected for validation in an independent set of samples from control (n = 22), active disease (n = 22), inactive disease (n = 22), and gastroesophageal reflux disease (n = 6) patients. Each panel miRNA was significantly altered among groups. miRNA changes in esophageal biopsies were not reflected in the circulating RNA pool, as no differences in panel miRNA levels were observed in sera collected from the four patient groups. In addition, in contrast to previous studies, no change in esophageal miRNA levels was detected following treatment that resolved esophageal eosinophilia. In an effort to identify the ramifications of reduced esophageal miR-203, miR-203 activity was inhibited in cultured epithelial cells via expression of a tough decoy miRNA inhibitor. Luciferase reporter assays demonstrated that miR-203 does not directly regulate human IL-15 through targeting of the IL-15 3'-untranslated region. From these experiments, it is concluded that miRNAs are perturbed in the esophageal mucosa, but not the serum, of pediatric EoE patients. Further investigation is required to decipher pathologically relevant consequences of miRNA perturbation in this context.


Assuntos
Esofagite Eosinofílica/metabolismo , Esôfago/metabolismo , MicroRNAs/metabolismo , Adolescente , Estudos de Casos e Controles , Células Cultivadas , Criança , Pré-Escolar , Esofagite Eosinofílica/sangue , Células Epiteliais/metabolismo , Esôfago/patologia , Feminino , Refluxo Gastroesofágico/sangue , Refluxo Gastroesofágico/metabolismo , Humanos , Masculino , MicroRNAs/sangue , MicroRNAs/genética
19.
Clin Transplant ; 28(3): 314-23, 2014 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-24494749

RESUMO

To explore the clinical relevance of three lymphocyte-related serum microRNAs (miR-155, miR-214, and miR-326) to the pathogenesis of graft-versus-host disease (GVHD), 64 subjects who received allogeneic peripheral blood stem cell transplantation (allo-PBSCT) were recruited in this study, of whom 19 subjects did not develop GVHD, 25 subjects were diagnosed with acute GVHD (aGVHD), and 20 subjects were diagnosed with chronic GVHD (cGVHD). Serum miRNAs were determined by real-time RT-PCR. Expression level of miRNAs and the expression signatures of miRNAs as a panel were analyzed among the three groups. The expression level of miR-214 and miR-326 showed no significant difference between GVHD and non-GVHD groups. However, miR-155 was significantly up-regulated in GVHD patients. There was a correlation between the level of miR-155 and the severity of aGVHD. Moreover, serum IFN-gamma, IL-17, and IL-9 levels were higher in aGVHD patients with high miR-155. In conclusion, the expression level of lymphocyte-related miR-155 in serum was significantly increased in aGVHD patients. The miR-155 may be considered as a potential targeted therapy for aGVHD patients.


Assuntos
Biomarcadores/sangue , Regulação da Expressão Gênica , Doença Enxerto-Hospedeiro/diagnóstico , MicroRNAs/sangue , MicroRNAs/genética , Doença Aguda , Adolescente , Adulto , Criança , Doença Crônica , Feminino , Citometria de Fluxo , Perfilação da Expressão Gênica , Doença Enxerto-Hospedeiro/sangue , Doença Enxerto-Hospedeiro/etiologia , Neoplasias Hematológicas/terapia , Humanos , Masculino , Pessoa de Meia-Idade , Transplante de Células-Tronco de Sangue Periférico/efeitos adversos , Prognóstico , RNA Mensageiro/genética , Reação em Cadeia da Polimerase em Tempo Real , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Adulto Jovem
20.
Animals (Basel) ; 13(13)2023 Jun 29.
Artigo em Inglês | MEDLINE | ID: mdl-37443947

RESUMO

Korean native cattle are highly valued for their rich marbling and flavor. Nonetheless, endeavors to enhance marbling levels can result in obesity, a prevalent contributor to fat necrosis. Fat necrosis is characterized by the formation of necrotic fat masses in the abdominal cavity, which physically puts pressure on affected organs, causing physical torsion or obstruction, resulting in death and consequent economic loss. Pancreatic injuries or diabetes mellitus were reported as factors of fat necrosis in humans; however, the pathogenesis in animals has not been established. In this study, we identified fat necrosis in a 6-month-old Korean native cow and investigated its potential underlying causes. Serum samples were utilized for a microarray analysis of bovine miRNA. Comparative examination of miRNA expression levels between cattle afflicted with fat necrosis and healthy cattle unveiled notable variances in 24 miRNAs, such as bta-miR-26a, bta-miR-29a, bta-miR-30a-5p and bta-miR-181a. Upon conducting miRNA-mediated KEGG pathway analysis, several pathways including the prolactin signal pathway, insulin resistance, autophagy, the insulin-signaling pathway and the FoxO-signaling pathway were found to be significantly enriched in the calf affected by fat necrosis. As a result, this study potentially indicates a potential connection between fat necrosis and diabetes in Korean native cattle.

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