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1.
Elife ; 112022 02 11.
Artículo en Inglés | MEDLINE | ID: mdl-35147498

RESUMEN

Lung cancer (LC) prognosis is closely linked to the stage of disease when diagnosed. We investigated the biomarker potential of serum RNAs for the early detection of LC in smokers at different prediagnostic time intervals and histological subtypes. In total, 1061 samples from 925 individuals were analyzed. RNA sequencing with an average of 18 million reads per sample was performed. We generated machine learning models using normalized serum RNA levels and found that smokers later diagnosed with LC in 10 years can be robustly separated from healthy controls regardless of histology with an average area under the ROC curve (AUC) of 0.76 (95% CI, 0.68-0.83). Furthermore, the strongest models that took both time to diagnosis and histology into account successfully predicted non-small cell LC (NSCLC) between 6 and 8 years, with an AUC of 0.82 (95% CI, 0.76-0.88), and SCLC between 2 and 5 years, with an AUC of 0.89 (95% CI, 0.77-1.0), before diagnosis. The most important separators were microRNAs, miscellaneous RNAs, isomiRs, and tRNA-derived fragments. We have shown that LC can be detected years before diagnosis and manifestation of disease symptoms independently of histological subtype. However, the highest AUCs were achieved for specific subtypes and time intervals before diagnosis. The collection of models may therefore also predict the severity of cancer development and its histology. Our study demonstrates that serum RNAs can be promising prediagnostic biomarkers in an LC screening setting, from early detection to risk assessment.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas , Neoplasias Pulmonares , MicroARNs , ARN Neoplásico , Biomarcadores de Tumor/sangre , Biomarcadores de Tumor/genética , Carcinoma de Pulmón de Células no Pequeñas/sangre , Carcinoma de Pulmón de Células no Pequeñas/genética , Detección Precoz del Cáncer , Humanos , Neoplasias Pulmonares/sangre , Neoplasias Pulmonares/diagnóstico , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/patología , MicroARNs/sangre , MicroARNs/genética , ARN Neoplásico/sangre , ARN Neoplásico/genética , Curva ROC
2.
Sci Rep ; 11(1): 17797, 2021 09 07.
Artículo en Inglés | MEDLINE | ID: mdl-34493740

RESUMEN

Hepatocellular carcinoma (HCC) is one of the most common malignant tumors and has extremely high morbidity and mortality. Although many existing studies have focused on the identification of biomarkers, little information has been uncovered regarding the PBMC RNA profile of HCC. We attempted to create a profile throughout using expression of peripheral blood mononuclear cell (PBMC) RNA using RNA-seq technology and compared the transcriptome between HCC patients and healthy controls. Seventeen patients and 17 matched healthy controls were included in this study, and PBMC RNA was sequenced from all samples. Sequencing data were analyzed using bioinformatics tools, and quantitative reverse transcription PCR (qRT-PCR) was used for selected validation of DEGs. A total of 1,578 dysregulated genes were found in the PBMC samples, including 1,334 upregulated genes and 244 downregulated genes. GO enrichment and KEGG studies revealed that HCC is closely linked to differentially expressed genes (DEGs) implicated in the immune response. Expression of 6 selected genes (SELENBP1, SLC4A1, SLC26A8, HSPA8P4, CALM1, and RPL7p24) was confirmed by qRT-PCR, and higher sensitivity and specificity were obtained by ROC analysis of the 6 genes. CALM1 was found to gradually decrease as tumors enlarged. Nearly the opposite expression modes were obtained when compared to tumor sequencing data. Immune cell populations exhibited significant differences between HCC and controls. These findings suggest a potential biomarker for the diagnosis of HCC. This study provides new perspectives for liver cancer development and possible future successful clinical diagnosis.


Asunto(s)
Biomarcadores de Tumor/sangre , Carcinoma Hepatocelular/sangre , Leucocitos Mononucleares/química , Neoplasias Hepáticas/sangre , ARN Neoplásico/sangre , RNA-Seq , Carcinoma Hepatocelular/genética , Cartilla de ADN , Femenino , Perfilación de la Expresión Génica , Regulación Neoplásica de la Expresión Génica , Ontología de Genes , Redes Reguladoras de Genes , Humanos , Neoplasias Hepáticas/genética , Masculino , Reacción en Cadena en Tiempo Real de la Polimerasa
3.
Br J Haematol ; 195(3): 399-404, 2021 11.
Artículo en Inglés | MEDLINE | ID: mdl-34318932

RESUMEN

Diffuse large B-cell lymphoma (DLBCL) is an aggressive, heterogeneous neoplasm where prognostication and therapeutic decision are challenging. The available prognostic tools are not able to identify all patients refractory to treatment. MicroRNAs, small RNAs frequently deregulated in cancer, stably circulate in biofluids, representing interesting candidates for non-invasive biomarkers. Here we validated serum miR-22, an evolutionarily conserved microRNA, as a prognostic/predictive biomarker in DLBCL. Moreover, we found that its expression and release from DLBCL cells are related to therapy response and adversely affect cell proliferation. These results suggest that miR-22 is a promising complementary or even independent non-invasive biomarker for DLBCL management.


Asunto(s)
Linfoma de Células B Grandes Difuso/sangre , MicroARNs/sangre , ARN Neoplásico/sangre , Adulto , Protocolos de Quimioterapia Combinada Antineoplásica/administración & dosificación , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Biomarcadores de Tumor/sangre , División Celular/genética , Ciclofosfamida/administración & dosificación , Doxorrubicina/administración & dosificación , Exosomas/química , Genes bcl-2 , Genes myc , Humanos , Linfoma de Células B Grandes Difuso/tratamiento farmacológico , Linfoma de Células B Grandes Difuso/genética , Linfoma de Células B Grandes Difuso/mortalidad , Anotación de Secuencia Molecular , Prednisona/administración & dosificación , Pronóstico , Estudios Prospectivos , Proteínas Proto-Oncogénicas c-bcl-6/genética , Rituximab/administración & dosificación , Vincristina/administración & dosificación
4.
Transfus Apher Sci ; 60(4): 103209, 2021 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-34244081

RESUMEN

There is an increasing interest in Extracellular Vesicles released by many cells through membrane shedding. In addition to cell signaling, these particles are true messenger cargos, which can carry cell surface proteins, miRNAs and non-coding RNAs to other and distant cells. They are part of the inter-cellular crosstalk and they contribute to transferring biological messages far away from the triggering event. EVs are biomarkers of many diseases, including thrombo-embolic pathology, infections, neurological or metabolic disorders, and malignancy. Their role and significance are presented and discussed in this short review, as consequences of disease and causes of its progression. But they can also be beneficial for tissue healing or repair, and they can be prepared in vitro to be used for cell- targeted treatments. Many identification and measurement methods for EV's are sophisticated, which restricts their use to research studies, but they have, nevertheless, a high laboratory potential for diagnosis, prognosis and evolution as follow-up of many pathologies. New emerging laboratory tools offer more friendly and easy applications for characterizing EVs and testing their associated activity, especially for the procoagulant ones.


Asunto(s)
Biomarcadores de Tumor/sangre , Vesículas Extracelulares/metabolismo , Infecciones/sangre , Enfermedades Metabólicas/sangre , Neoplasias/sangre , Enfermedades del Sistema Nervioso/sangre , Tromboembolia/sangre , Animales , Comunicación Celular , MicroARN Circulante/sangre , Humanos , ARN Neoplásico/sangre
5.
PLoS One ; 16(7): e0255479, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34329340

RESUMEN

Esophageal cancer is a common tumor of the digestive system with poor prognosis. This study was to gain a better understanding of the mechanisms involved in esophageal cancer and to identify new prognostic markers. We downloaded the esophageal cancer miRNA expression profile microarray data (GSE113740, GSE112264, GSE122497, GSE113486, and GSE106817) from the GEO database, extracted the esophageal cancer miRNA sequencing data from The Cancer Genome Atlas (TCGA) database, and then used a bioinformatics approach to select common differentially expressed miRNAs (DEMs). Differentially expressed genes (DEGs) were selected by predicting DEM target genes using the miRWalk database and intersecting with differential genes obtained from TCGA database for esophageal cancer. The STRING database was used to obtain protein-protein interaction (PPI) relationships to construct the DEM-DEG network. Furthermore, we selected core genes and core miRNAs associated with esophageal cancer prognosis by performing survival and univariate/multivariate COX analysis on DEMs and DEGs in the network and performed GSEA analysis on core genes alone, and finally the expression of the markers was verified by qPCR in esophageal cancer cell lines Eca109, SKGT-4 and normal esophageal epithelial cells HEEC. Nine DEMs were obtained, of which three were upregulated and six were downregulated, and 326 DEGs were obtained, of which 105 were upregulated and 221 were downregulated. Survival univariate/multivariate COX analysis revealed that five genes, ZBTB16, AQP4, ADCYAP1R1, PDGFD, and VIPR2, and two microRNAs, miR-99a-5p, and miR-508-5p, were related to esophageal cancer prognosis. GSEA analysis showed that the following genes may be involved in esophageal cancer prognosis: ZBTB16 may through the MTOR signaling pathway, AQP4 through the GNRH signaling pathway, ADCYAP1R1 through the PPAR signaling pathway, VIPR2 through the P53 signaling pathway and PDGFD through the PENTOSE-PHOSPHATE signaling pathway.


Asunto(s)
MicroARN Circulante , Bases de Datos de Ácidos Nucleicos , Neoplasias Esofágicas , Redes Reguladoras de Genes , ARN Mensajero , ARN Neoplásico , Línea Celular Tumoral , MicroARN Circulante/sangre , MicroARN Circulante/genética , Neoplasias Esofágicas/sangre , Neoplasias Esofágicas/diagnóstico , Neoplasias Esofágicas/genética , Femenino , Humanos , Masculino , Proteínas de Neoplasias/sangre , Proteínas de Neoplasias/genética , Pronóstico , ARN Mensajero/sangre , ARN Mensajero/genética , ARN Neoplásico/sangre , ARN Neoplásico/genética , Transducción de Señal/genética
6.
Int J Lab Hematol ; 43(4): 664-674, 2021 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-34053184

RESUMEN

INTRODUCTION: Reverse transcriptase quantitative PCR (RT-qPCR) is considered the method of choice for measurable residual disease (MRD) assessment in NPM1-mutated acute myeloid leukemia (AML). MRD can also be determined with DNA-based methods offering certain advantages. We here compared the DNA-based methods quantitative PCR (qPCR), droplet digital PCR (ddPCR), and targeted deep sequencing (deep seq) with RT-qPCR. METHODS: Of 110 follow-up samples from 30 patients with NPM1-mutated AML were analyzed by qPCR, ddPCR, deep seq, and RT-qPCR. To select DNA MRD cutoffs for bone marrow, we performed receiver operating characteristic analyses for each DNA method using prognostically relevant RT-qPCR cutoffs. RESULTS: The DNA-based methods showed strong intermethod correlation, but were less sensitive than RT-qPCR. A bone marrow cutoff at 0.1% leukemic DNA for qPCR or 0.05% variant allele frequency for ddPCR and deep seq offered optimal sensitivity and specificity with respect to 3 log10 reduction of NPM1 transcripts and/or 2% mutant NPM1/ABL. With these cutoffs, MRD results agreed in 95% (191/201) of the analyses. Although more sensitive, RT-qPCR failed to detect leukemic signals in 10% of samples with detectable leukemic DNA. CONCLUSION: DNA-based MRD techniques may complement RT-qPCR for assessment of residual leukemia. DNA-based methods offer high positive and negative predictive values with respect to residual leukemic NPM1 transcripts at levels of importance for response to treatment. However, moving to DNA-based MRD methods will miss a proportion of patients with residual leukemic RNA, but on the other hand some MRD samples with detectable leukemic DNA can be devoid of measurable leukemic RNA.


Asunto(s)
ADN de Neoplasias/sangre , Leucemia Mieloide Aguda/sangre , Mutación , Proteínas Nucleares/metabolismo , ARN Neoplásico/sangre , Reacción en Cadena en Tiempo Real de la Polimerasa , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Adulto , Anciano , ADN de Neoplasias/genética , Femenino , Humanos , Leucemia Mieloide Aguda/genética , Masculino , Persona de Mediana Edad , Neoplasia Residual/sangre , Proteínas Nucleares/genética , Nucleofosmina , ARN Neoplásico/genética
7.
J Clin Lab Anal ; 35(6): e23791, 2021 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-33955587

RESUMEN

BACKGROUND: Tumor-educated platelets (TEPs) may enable blood-based cancer diagnosis. This study aimed to identify diagnostic TEPs genes involved in carcinogenesis. MATERIALS AND METHODS: The TEPs differentially expressed genes (DEGs) between healthy samples and early/advanced cancer samples were obtained using bioinformatics. Gene ontology (GO) analysis and Kyoto encyclopedia of genes and genomes (KEGG) pathway enrichment analysis were used to identify the pathways and functional annotation of TEPs DEGs. Protein-protein interaction of these TEPs DEGs was analyzed based on the STRING database and visualized by Cytoscape software. The correlation analysis and diagnostic analysis were performed to evaluate the diagnostic value of TEPs mRNAs expression for early/advanced cancers. Quantitative real-time PCR (qRT-PCR) was applied to validate the role of DEGs in cancers. RESULTS: TEPs mRNAs were mostly involved in protein binding, extracellular matrix, and cellular protein metabolic process. RSL24D1 was negatively correlated to early-stage cancers compared to healthy controls and may be potentially used for early cancer diagnosis. In addition, HPSE, IFI27, LGALS3BP, CRYM, HBD, COL6A3, LAMB2, and IFITM3 showed an upward trend in the expression from early to advanced cancer stages. Moreover, ARL2, FCGR2A, and KLHDC8B were positively associated with advanced, metastatic cancers compared to healthy controls. Among the 12 selected DEGs, the expression of 7 DEGs, including RSL24D1, IFI27, CRYM, HBD, IFITM3, FCGR2A, and KLHDC8B, were verified by the qRT-PCR method. CONCLUSION: This study suggests that the 7-gene TEPs liquid-biopsy biomarkers may be used for cancer diagnosis and monitoring.


Asunto(s)
Biomarcadores de Tumor/genética , Plaquetas/metabolismo , Biología Computacional/métodos , Neoplasias/diagnóstico , ARN Neoplásico/genética , Transcriptoma , Biomarcadores de Tumor/sangre , Plaquetas/patología , Estudios de Casos y Controles , Proteínas de Ciclo Celular/genética , Proteínas de Unión al GTP/genética , Perfilación de la Expresión Génica , Redes Reguladoras de Genes , Humanos , Metástasis de la Neoplasia , Neoplasias/sangre , Neoplasias/genética , Pronóstico , ARN Neoplásico/sangre , Receptores de IgG/genética
8.
Br J Haematol ; 195(3): 310-327, 2021 11.
Artículo en Inglés | MEDLINE | ID: mdl-33851435

RESUMEN

Longitudinal molecular measurable residual disease (MRD) sampling after completion of therapy serves as a refined tool for identification of imminent relapse of acute myeloid leukaemia (AML) among patients in long-term haematological complete remission. Tracking of increasing quantitative polymerase chain reaction MRD before cytomorphological reappearance of blasts may instigate individual management decisions and has paved the way for development of pre-emptive treatment strategies to substantially delay or perhaps even revert leukaemic regrowth. Traditionally, MRD monitoring is performed using repeated bone marrow aspirations, albeit the current European LeukemiaNet MRD recommendations acknowledge the use of peripheral blood as an alternative source for MRD assessment. Persistent MRD positivity in the bone marrow despite continuous morphological remission is frequent in both core binding factor leukaemias and nucleophosmin 1-mutated AML. In contrast, monthly assessment of MRD in peripheral blood superiorly separates patients with imminent haematological relapse from long-term remitters and may allow pre-emptive therapy of AML relapse.


Asunto(s)
Biomarcadores de Tumor/sangre , Leucemia Mieloide Aguda/sangre , Células Neoplásicas Circulantes , ARN Mensajero/sangre , ARN Neoplásico/sangre , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Médula Ósea/patología , Diagnóstico Precoz , Humanos , Leucemia Mieloide Aguda/tratamiento farmacológico , Leucemia Mieloide Aguda/patología , Neoplasia Residual , Nucleofosmina/genética , Proteínas de Fusión Oncogénica/genética , Valor Predictivo de las Pruebas , ARN Largo no Codificante/genética , Reacción en Cadena en Tiempo Real de la Polimerasa/métodos , Recurrencia , Inducción de Remisión , Sensibilidad y Especificidad
9.
J Mol Diagn ; 23(7): 872-881, 2021 07.
Artículo en Inglés | MEDLINE | ID: mdl-33887462

RESUMEN

The detection of tumor-specific nucleic acids from blood increasingly is being used as a method of liquid biopsy and minimal residual disease detection. However, achieving high sensitivity and high specificity remains a challenge. Here, we perform a direct comparison of two droplet digital PCR (ddPCR)-based detection methods, circulating plasma tumor RNA and circulating plasma tumor DNA (ptDNA), in blood samples from newly diagnosed Ewing sarcoma patients. First, we developed three specific ddPCR-based assays to detect EWS-FLI1 or EWS-ERG fusion transcripts, which naturally showed superior sensitivity to DNA detection on in vitro control samples. Next, we identified the patient-specific EWS-FLI1 or EWS-ERG breakpoint from five patient tumor samples and designed ddPCR-based, patient-specific ptDNA assays for each patient. These patient-specific assays show that although plasma tumor RNA can be detected in select newly diagnosed patients, positive results are low and statistically unreliable compared with ptDNA assays, which reproducibly detect robust positive results across most patients. Furthermore, the unique disease biology of Ewing sarcoma enabled us to show that most cell-free RNA is not tumor-derived, although cell-free-DNA burden is affected strongly by tumor-derived DNA burden. Here, we conclude that, even with optimized highly sensitive and specific assays, tumor DNA detection is superior to RNA detection in Ewing sarcoma patients.


Asunto(s)
ADN Tumoral Circulante/sangre , ADN Tumoral Circulante/genética , ARN Neoplásico/sangre , ARN Neoplásico/genética , Sarcoma de Ewing/sangre , Sarcoma de Ewing/genética , Adolescente , Biomarcadores de Tumor/sangre , Biomarcadores de Tumor/genética , Niño , ADN Tumoral Circulante/aislamiento & purificación , Femenino , Humanos , Masculino , Proteínas de Fusión Oncogénica/sangre , Proteínas de Fusión Oncogénica/genética , Reacción en Cadena de la Polimerasa/métodos , Proteína Proto-Oncogénica c-fli-1/sangre , Proteína Proto-Oncogénica c-fli-1/genética , ARN Neoplásico/aislamiento & purificación , Proteína EWS de Unión a ARN/sangre , Proteína EWS de Unión a ARN/genética , Reproducibilidad de los Resultados , Factores de Transcripción/sangre , Factores de Transcripción/genética , Translocación Genética
10.
PLoS One ; 16(3): e0248206, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33668046

RESUMEN

Distinguishing lung squamous cell carcinoma (LSQCC) from a solitary metastatic lung tumor (MSQCC) from head and neck squamous cell carcinoma (HNSQCC) presents a difficult diagnostic challenge even after detailed pathological assessment. Treatment options and estimated survival outcomes after pulmonary resection differ between patients with LSQCC and MSQCC. This study aimed to investigate whether microRNA (miRNA) profiling by RNA sequencing of HNSQCC, MSQCC, and LSQCC was useful for differential diagnosis of MSQCC and LSQCC. RNA sequencing was performed to identify bioinformatically significant miRNAs from a formalin-fixed paraffin-embedded (FFPE) block from a derivation set. MiRNA levels were confirmed by validation sets using FFPE samples and serum extracellular vesicles from patients. Step-wise discriminant analysis and canonical discriminant analysis identified 13 miRNAs by which the different expression patterns of LSQCC, MSQCC, and HNSQCC groups were demonstrated. Six miRNAs (miR-10a/28/141/320b/3120) were assessed in validation sets, and 4 miRNAs (miR-10a/28/141/3120) were significantly upregulated in LSQCCs compared with MSQCCs and HNSQCCs. Serum extracellular vesicles from LSQCC patients demonstrated significantly elevated miR-10a (p = .042), miR-28 (p = .041), and miR-3120 (p = .047) levels compared with those from MSQCC patients. RNA sequencing is useful for differential diagnosis of LSQCC and MSQCC, and the expression level of miR-10a, miR-28, and miR-3120 in serum extracellular vesicles are promising noninvasive tools for this purpose.


Asunto(s)
MicroARN Circulante , Neoplasias de Cabeza y Cuello , Neoplasias Pulmonares , ARN Neoplásico , RNA-Seq , Carcinoma de Células Escamosas de Cabeza y Cuello , Anciano , Anciano de 80 o más Años , MicroARN Circulante/sangre , MicroARN Circulante/genética , Femenino , Neoplasias de Cabeza y Cuello/sangre , Neoplasias de Cabeza y Cuello/clasificación , Neoplasias de Cabeza y Cuello/genética , Humanos , Neoplasias Pulmonares/sangre , Neoplasias Pulmonares/clasificación , Neoplasias Pulmonares/genética , Masculino , ARN Neoplásico/sangre , ARN Neoplásico/genética , Carcinoma de Células Escamosas de Cabeza y Cuello/sangre , Carcinoma de Células Escamosas de Cabeza y Cuello/clasificación , Carcinoma de Células Escamosas de Cabeza y Cuello/genética
11.
Eur J Haematol ; 106(6): 821-830, 2021 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-33660275

RESUMEN

OBJECTIVE: 3' tRNA-derived fragments (3' tRFs) are important epigenetic regulators in normal and pathological conditions. In this study, we aimed to explore the potential value of a 3' tRF as a prognostic and/or screening biomarker for B-cell chronic lymphocytic leukemia (B-CLL). METHODS: Publicly available next-generation sequencing data from 20 B-CLL cases were analyzed, followed by prediction of targets of the most abundantly and ubiquitously expressed 3' tRFs, leading to selection of tRF-LeuAAG/TAG . PBMCs were isolated from blood samples of 91 B-CLL patients and 43 non-leukemic donors, followed by total RNA extraction, in-vitro polyadenylation, and first-strand cDNA synthesis. Next, a real-time quantitative PCR (qPCR) assay was developed for the accurate quantification of tRF-LeuAAG/TAG and applied in all samples, prior to biostatistical analysis. RESULTS: High tRF-LeuAAG/TAG levels are associated with inferior overall survival (OS) of B-CLL patients. The unfavorable significance of tRF-LeuAAG/TAG was independent of established prognostic factors in B-CLL. Stratified Kaplan-Meier OS analysis uncovered the unfavorable prognostic role of high tRF-LeuAAG/TAG levels for patients in Binet A or Rai I stage, negative CD38 expression, mutated, or unmutated IGHV genomic locus. CONCLUSION: Our approach revealed the independent prognostic value of a particular 3' tRF, derived from tRNALeuAAG and tRNALeuTAG (tRF-LeuAAG/TAG ) in B-CLL.


Asunto(s)
Biomarcadores de Tumor , Leucemia Linfocítica Crónica de Células B , ARN Neoplásico , ARN de Transferencia de Leucina , Anciano , Anciano de 80 o más Años , Biomarcadores de Tumor/sangre , Biomarcadores de Tumor/genética , Supervivencia sin Enfermedad , Femenino , Humanos , Leucemia Linfocítica Crónica de Células B/sangre , Leucemia Linfocítica Crónica de Células B/genética , Leucemia Linfocítica Crónica de Células B/mortalidad , Masculino , Persona de Mediana Edad , ARN Neoplásico/sangre , ARN Neoplásico/genética , ARN de Transferencia de Leucina/sangre , ARN de Transferencia de Leucina/genética , Tasa de Supervivencia
12.
Methods Mol Biol ; 2265: 475-486, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33704735

RESUMEN

MicroRNAs (miRs) are small RNA molecules (18-22 nucleotides) that regulate the transcriptome at a post-transcriptional level by affecting the expression of specific genes. This regulatory mechanism is critical to maintain cell homeostasis and specific functions. Aberrant expression of miRs have been associated with pathobiological processes including cancer. There are few technologies available that are able to profile whole-genome miR expression using minimal amounts of blood samples and without the need for time-consuming extraction steps. Here, we describe the HTG EdgeSeq miR Whole-Transcriptome Assay (WTA) in serum and plasma samples. To identify specific cell-free miR (cfmiR) patterns we have first focused on the analysis of normal donor samples and have then compared these to patients with cutaneous melanoma. The identification of specific cfmiR for melanoma patients will allow for better patient surveillance during targeted and/or checkpoint inhibitor immunotherapy (CII) treatment.


Asunto(s)
MicroARN Circulante/sangre , Perfilación de la Expresión Génica , Melanoma/sangre , ARN Neoplásico/sangre , Neoplasias Cutáneas/sangre , Transcriptoma , Humanos , Melanoma Cutáneo Maligno
13.
BMC Cancer ; 21(1): 202, 2021 Feb 27.
Artículo en Inglés | MEDLINE | ID: mdl-33639865

RESUMEN

BACKGROUND: In recent years, emerging studies have demonstrated critical functions and potential clinical applications of long non-coding RNA (lncRNA) in osteosarcoma. To further validate the prognostic value of multiple lncRNAs, we have conducted this updated meta-analysis. METHODS: Literature retrieval was conducted by searching PubMed, Web of Science and the Cochrane Library (last update by October 2, 2019). A meta-analysis was performed to explore association between lncRNAs expression and overall survival (OS) of osteosarcoma patients. Relationships between lncRNAs expression and other clinicopathological features were also analyzed respectively. RESULTS: Overall, 4351 patients from 62 studies were included in this meta-analysis and 25 lncRNAs were identified. Pooled analyses showed that high expression of 14 lncRNAs connoted worse OS, while two lncRNAs were associated with positive outcome. Further, analysis toward osteosarcoma clinicopathologic features demonstrated that overexpression of TUG1 and XIST indicated poor clinical parameters of patients. CONCLUSIONS: This meta-analysis has elucidated the prognostic potential of 16 lncRNAs in human osteosarcoma. Evidently, desperate expression and functional targets of these lncRNAs offer new approaches for prognosis and therapy of osteosarcoma.


Asunto(s)
Neoplasias Óseas/sangre , Osteosarcoma/sangre , ARN Largo no Codificante/sangre , ARN Neoplásico/sangre , Biomarcadores de Tumor , Neoplasias Óseas/genética , Neoplasias Óseas/mortalidad , Neoplasias Óseas/patología , Regulación Neoplásica de la Expresión Génica , Humanos , Proteínas de Neoplasias/biosíntesis , Proteínas de Neoplasias/genética , Osteosarcoma/genética , Osteosarcoma/mortalidad , Osteosarcoma/patología , Pronóstico , Sesgo de Publicación
14.
Sci Rep ; 11(1): 3138, 2021 02 04.
Artículo en Inglés | MEDLINE | ID: mdl-33542447

RESUMEN

Liquid biopsy testing utilising Next Generation Sequencing (NGS) is rapidly moving towards clinical adoption for personalised oncology. However, before NGS can fulfil its potential any novel testing approach must identify ways of reducing errors, allowing separation of true low-frequency mutations from procedural artefacts, and be designed to improve upon current technologies. Popular NGS technologies typically utilise two DNA capture approaches; PCR and ligation, which have known limitations and seem to have reached a development plateau with only small, stepwise improvements being made. To maximise the ultimate utility of liquid biopsy testing we have developed a highly versatile approach to NGS: Adaptor Template Oligo Mediated Sequencing (ATOM-Seq). ATOM-Seq's strengths and versatility avoid the major limitations of both PCR- and ligation-based approaches. This technology is ligation free, simple, efficient, flexible, and streamlined, and it offers novel advantages that make it perfectly suited for use on highly challenging clinical material. Using reference and clinical materials, we demonstrate detection of known SNVs down to allele frequencies of 0.1% using as little as 20-25 ng of cfDNA, as well as the ability to detect fusions from RNA. We illustrate ATOM-Seq's suitability for clinical testing by showing high concordance rates between paired cfDNA and FFPE clinical samples.


Asunto(s)
ADN Tumoral Circulante/genética , Neoplasias del Colon/diagnóstico , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Neoplasias Pulmonares/diagnóstico , ARN Neoplásico/genética , Alelos , Secuencia de Bases , ADN Tumoral Circulante/sangre , Neoplasias del Colon/sangre , Neoplasias del Colon/genética , Neoplasias del Colon/patología , Cartilla de ADN/síntesis química , Cartilla de ADN/metabolismo , Frecuencia de los Genes , Biblioteca de Genes , Humanos , Biopsia Líquida , Neoplasias Pulmonares/sangre , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/patología , Polimorfismo de Nucleótido Simple , ARN Neoplásico/sangre , Sensibilidad y Especificidad
15.
Brief Bioinform ; 22(3)2021 05 20.
Artículo en Inglés | MEDLINE | ID: mdl-32607548

RESUMEN

The accuracy of prostate-specific antigen or clinical examination in prostate cancer (PCa) screening is in question, and circulating microRNAs (miRNAs) can be alternatives to PCa diagnosis. However, recent circulating miRNA biomarkers either are identified upon small sample sizes or cannot have robust diagnostic performance in every aspect of performance indicators. These may decrease applicability of potential biomarkers for the early detection of PCa. We reviewed recent studies on blood-derived miRNAs for prostate cancer diagnosis and carried out a large case study to understand whether circulating miRNA pairs, rather than single circulating miRNAs, could contribute to a more robust diagnostic model to significantly improve PCa diagnosis. We used 1231 high-throughput miRNA-profiled serum samples from two cohorts to design and verify a model based on class separability miRNA pairs (cs-miRPs). The pairwise model was composed of five circulating miRNAs coupled to miR-5100 and miR-1290 (i.e. five miRNA pairs, 5-cs-miRPs), reaching approximately 99% diagnostic performance in almost all indicators (sensitivity = 98.96%, specificity = 100%, accuracy = 99.17%, PPV = 100%, NPV = 96.15%) shown by a test set (n = 484: PCa = 384, negative prostate biopsies = 100). The nearly 99% diagnostic performance was also verified by an additional validation set (n = 140: PCa = 40, healthy controls = 100). Overall, the 5-cs-miRP model had 1 false positive and 7 false negatives among the 1231 serum samples and was superior to a recent 2-miRNA model (so far the best for PCa diagnosis) with 18 false positives and 80 false negatives. The present large case study demonstrated that circulating miRNA pairs could potentially bring more benefits to PCa early diagnosis for clinical practice.


Asunto(s)
Biomarcadores de Tumor , MicroARN Circulante , Detección Precoz del Cáncer , Neoplasias de la Próstata , ARN Neoplásico , Biomarcadores de Tumor/sangre , Biomarcadores de Tumor/genética , Biopsia , MicroARN Circulante/sangre , MicroARN Circulante/genética , Humanos , Masculino , Neoplasias de la Próstata/sangre , Neoplasias de la Próstata/diagnóstico , Neoplasias de la Próstata/genética , ARN Neoplásico/sangre , ARN Neoplásico/genética
16.
Cell Signal ; 78: 109872, 2021 02.
Artículo en Inglés | MEDLINE | ID: mdl-33290841

RESUMEN

Peripheral neuropathy (PN) is an incurable complication of multiple myeloma (MM) which adversely affects patients' quality of life. The important roles that Circular RNAs (circRNAs) play in tumor progression, and exosome-mediated intracellular communication has been recognized as a crucial factor in the pathogenesis of MM. However, the role of exosome-derived circRNAs (exo-circRNAs) in MM and MM-induced PN remains elusive. In this study, we aimed to investigate the correlation between serum exo-circRNAs and MM to preliminarily explore the role of exo-circRNAs in MM-related PN. A cohort of 25 MM patients and 5 healthy control (HC) individuals were enrolled in the study. High-throughput sequencing and qRT PCR validation of serum exo-circRNAs were used to generate the aberrantly expressed exo-circRNAs profiles. Bioinformatics analysis was done using GO, KEGG, miRanda, Targetscan and Metascape. Correlation analysis was conducted between chr2:2744228-2,744,407+ and clinical characteristics of PN. ROC curve, univariate and multivariate COX regression models were conducted to identify the prognostic potential of chr2:2744228-2,744,407+ in the MM-related PN. 265 upregulated circRNAs and 787 downregulated circRNAs, with at least a two-fold difference in expression level in MM patients vs HC, were screened. Bioinformatics analysis indicated that upregulated circRNAs had the potential to facilitate MM-related PN. Furthermore, PCR validated the abundant expression of chr2:2744228-2,744,407+ in the serum exosomes of 25 MM patients. Bioinformatics analysis indicated that chr2:2744228-2,744,407+ might induce MM related PN via the downstream miRNA and GRIN2B axis. Overexpressed chr2:2744228-2,744,407+ in the serum exosomes of MM patients might lead to the downregulation of hsa-miR-6829-3p, elevation of GRIN2B in the serum and PC12 cells, and inhibited cell viability. The correlation analysis indicated that the expression of chr 2:2744228-2,744,407+ was positively correlated with the clinical characteristics of PN. ROC curve, univariate and multivariate COX regression analysis identified that chr2:2744228-2,744,407+ is an independent prognostic factor in the MM related PN. We identified that the abnormal expression of the serum exo-circRNA was correlated with MM-related PN, implying that exo-circRNA has potential as a novel therapeutic target for MM related PN.


Asunto(s)
Ácidos Nucleicos Libres de Células , Exosomas , Mieloma Múltiple , Enfermedades del Sistema Nervioso Periférico , ARN Circular , ARN Neoplásico , Adulto , Animales , Ácidos Nucleicos Libres de Células/sangre , Ácidos Nucleicos Libres de Células/genética , Exosomas/genética , Exosomas/metabolismo , Humanos , Mieloma Múltiple/sangre , Mieloma Múltiple/complicaciones , Mieloma Múltiple/genética , Mieloma Múltiple/terapia , Células PC12 , Enfermedades del Sistema Nervioso Periférico/sangre , Enfermedades del Sistema Nervioso Periférico/etiología , Enfermedades del Sistema Nervioso Periférico/genética , Enfermedades del Sistema Nervioso Periférico/terapia , ARN Circular/sangre , ARN Circular/genética , ARN Neoplásico/sangre , ARN Neoplásico/genética , Ratas
17.
Blood Rev ; 47: 100776, 2021 05.
Artículo en Inglés | MEDLINE | ID: mdl-33229139

RESUMEN

Diffuse large B-cell lymphoma (DLBCL) is a heterogeneous neoplasm with diverse genetic abnormalities and outcomes. To date, DLBCL is invasively diagnosed by tissue biopsy and few biomarkers are available to predict patient outcome, treatment response and progression. The identification of patient-specific biomarkers would allow a "personalized medicine" approach for DLBCL patients. In this regard, "liquid biopsies" hold great promise, capturing the entire genetic landscape of the tumour and allowing a rapid and dynamic management of cancer. Liquid biopsy studies particularly focus on cell-free nucleic acids, such as cell-free DNA (cfDNA) and microRNAs, which are easy to collect and analyse. In accordance with the PRISMA criteria, we performed a systematic review on circulating nucleic acids as potential biomarkers for DLBCL management. The results suggest that combining information from the genetic (cfDNA) and epigenetic (microRNAs) landscape of the disease could lead to developing an integrated network of non-invasive biomarkers for the better management of DLBCL.


Asunto(s)
Biomarcadores de Tumor , MicroARN Circulante , ADN Tumoral Circulante , Linfoma de Células B Grandes Difuso , ARN Neoplásico , Biomarcadores de Tumor/sangre , Biomarcadores de Tumor/genética , MicroARN Circulante/sangre , MicroARN Circulante/genética , ADN Tumoral Circulante/sangre , ADN Tumoral Circulante/genética , Humanos , Biopsia Líquida , Linfoma de Células B Grandes Difuso/sangre , Linfoma de Células B Grandes Difuso/diagnóstico , Linfoma de Células B Grandes Difuso/genética , Linfoma de Células B Grandes Difuso/terapia , ARN Neoplásico/sangre , ARN Neoplásico/genética
18.
Protein Cell ; 12(12): 911-946, 2021 12.
Artículo en Inglés | MEDLINE | ID: mdl-33131025

RESUMEN

Circular RNA (circRNA) is a novel class of single-stranded RNAs with a closed loop structure. The majority of circRNAs are formed by a back-splicing process in pre-mRNA splicing. Their expression is dynamically regulated and shows spatiotemporal patterns among cell types, tissues and developmental stages. CircRNAs have important biological functions in many physiological processes, and their aberrant expression is implicated in many human diseases. Due to their high stability, circRNAs are becoming promising biomarkers in many human diseases, such as cardiovascular diseases, autoimmune diseases and human cancers. In this review, we focus on the translational potential of using human blood circRNAs as liquid biopsy biomarkers for human diseases. We highlight their abundant expression, essential biological functions and significant correlations to human diseases in various components of peripheral blood, including whole blood, blood cells and extracellular vesicles. In addition, we summarize the current knowledge of blood circRNA biomarkers for disease diagnosis or prognosis.


Asunto(s)
Enfermedades Autoinmunes/sangre , Biomarcadores de Tumor/sangre , Enfermedades Cardiovasculares/sangre , Neoplasias/sangre , ARN Circular/sangre , ARN Neoplásico/sangre , Humanos , Biopsia Líquida
19.
Biotechnol Appl Biochem ; 68(4): 732-743, 2021 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-32678466

RESUMEN

Circulating miRNAs gathered much interest in cancer research as noninvasive biomarkers. The aim of this study was to analyze the expression of miR-29c and miR-149 among colorectal cancer (CRC) patients and to explore their diagnostic and prognostic potentials in relation to the clinical and pathological features. The expression levels of miR-29c and miR-149 were evaluated in the sera of 80 CRC patients, 80 colorectal adenoma (CRA) patients, and 80 healthy controls using quantitative real time polymerase chain reaction (PCR). Carcinoembryonic antigen serum levels were assayed using enzyme-linked immunosorbent assay. miR-29c and miR-149 were significantly downregulated among CRC patients compared with CRA and controls (miR-29c, 0.54 ± 0.19 vs. 0.86 ± 0.12, 0.99 ± 0.07, P < 0.001, respectively; miR-149, 0.46 ± 0.19 vs. 0.74 ± 0.012, 1.0 ± 0.22, P < 0.001, respectively). miR-29c and miR-149 significantly associated with advanced stages of CRC, tumor size, and lymphatic metastasis. By using receiver operating characteristic curve analysis, combined miR-29c and miR-149 revealed the highest diagnostic potential for CRA (area under the curve [AUC] = 0.967) from healthy controls as well as the diagnosis of CRC (AUC = 0.98) from CRA. Moreover, combined miRNAs revealed high diagnostic potential for the earlier stages of CRC compared with advanced stages (AUC = 0.96). In conclusion, combined serum miR-29c and miR-149 expression analysis established novel noninvasive biomarker for early CRC diagnosis.


Asunto(s)
Biomarcadores de Tumor , MicroARN Circulante , Neoplasias Colorrectales , Regulación Neoplásica de la Expresión Génica , MicroARNs , ARN Neoplásico , Anciano , Biomarcadores de Tumor/sangre , Biomarcadores de Tumor/genética , MicroARN Circulante/sangre , MicroARN Circulante/genética , Neoplasias Colorrectales/sangre , Neoplasias Colorrectales/genética , Femenino , Marcadores Genéticos , Humanos , Masculino , MicroARNs/sangre , MicroARNs/genética , Persona de Mediana Edad , ARN Neoplásico/sangre , ARN Neoplásico/genética
20.
Genet Test Mol Biomarkers ; 24(12): 825-834, 2020 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-33290159

RESUMEN

Background: Colorectal cancer (CRC) rates are affected by genetics, ethnicity, and environmental factors; it is considered one of the most aggressive human malignancies with high mortality and morbidity rates worldwide due, in part, to its asymptomatic nature during the early stages of disease. Objective: Owing to the impact of microRNA (miRNA) dysregulation on CRC development and progression, this study was conducted to explore the expression levels of mir-21, -23a, and -27a in the sera and tissues of Egyptian CRC patients and to evaluate their diagnostic efficacy based on circulating levels. Methods: In the test phase, the relative expression levels of the studied miRNAs were evaluated in the sera of 70 participants (35 CRC patients and 35 healthy controls) using quantitative real-time-polymerase chain reaction and to verify their diagnostic value. The exploratory phase was designed to validate the tumor-derived trait by comparing the miRNA levels in the cancerous and adjacent noncancerous tissues. Results: The relative expression levels of the studied miRNAs were significantly upregulated in both serum and tumor tissues of the patients compared to their corresponding controls. In addition, significant positive correlations were found between the relative expression levels of the studied miRNAs in serum samples and their levels in the matched CRC tissues. The serum expression levels of mir-21 and -23a were more predictive of CRC than mir-27a. Conclusion: Circulating mir-21, -23a, and -27a expression levels appear to be valuable diagnostic biomarkers for CRC, especially when combined.


Asunto(s)
Adenocarcinoma/genética , Neoplasias Colorrectales/genética , Regulación Neoplásica de la Expresión Génica , MicroARNs/biosíntesis , ARN Neoplásico/biosíntesis , Adenocarcinoma/sangre , Adenocarcinoma/química , Adenocarcinoma/diagnóstico , Adulto , Anciano , Biomarcadores de Tumor/análisis , Biomarcadores de Tumor/sangre , Neoplasias Colorrectales/sangre , Neoplasias Colorrectales/química , Neoplasias Colorrectales/diagnóstico , Egipto/epidemiología , Femenino , Humanos , Masculino , MicroARNs/análisis , MicroARNs/sangre , MicroARNs/genética , Persona de Mediana Edad , Estudios Prospectivos , ARN Neoplásico/análisis , ARN Neoplásico/sangre , ARN Neoplásico/genética , Factores de Riesgo
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