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1.
Transl Res ; 233: 77-91, 2021 07.
Article in English | MEDLINE | ID: mdl-33618009

ABSTRACT

Lung cancer screening detects early-stage cancers, but also a large number of benign nodules. Molecular markers can help in the lung cancer screening process by refining inclusion criteria or guiding the management of indeterminate pulmonary nodules. In this study, we developed a diagnostic model based on the quantification in plasma of complement-derived fragment C4c, cytokeratin fragment 21-1 (CYFRA 21-1) and C-reactive protein (CRP). The model was first validated in two independent cohorts, and showed a good diagnostic performance across a range of lung tumor types, emphasizing its high specificity and positive predictive value. We next tested its utility in two clinically relevant contexts: assessment of lung cancer risk and nodule malignancy. The scores derived from the model were associated with a significantly higher risk of having lung cancer in asymptomatic individuals enrolled in a computed tomography (CT)-screening program (OR = 1.89; 95% CI = 1.20-2.97). Our model also served to discriminate between benign and malignant pulmonary nodules (AUC: 0.86; 95% CI = 0.80-0.92) with very good specificity (92%). Moreover, the model performed better in combination with clinical factors, and may be used to reclassify patients with intermediate-risk indeterminate pulmonary nodules into patients who require a more aggressive work-up. In conclusion, we propose a new diagnostic biomarker panel that may dictate which incidental or screening-detected pulmonary nodules require a more active work-up.


Subject(s)
Antigens, Neoplasm/blood , C-Reactive Protein/analysis , Early Detection of Cancer/methods , Keratin-19/blood , Lung Neoplasms/blood , Lung Neoplasms/diagnosis , Peptide Fragments/blood , Biomarkers, Tumor/blood , Carcinoma, Non-Small-Cell Lung/blood , Carcinoma, Non-Small-Cell Lung/diagnosis , Carcinoma, Non-Small-Cell Lung/diagnostic imaging , Carcinoma, Small Cell/blood , Carcinoma, Small Cell/diagnosis , Carcinoma, Small Cell/diagnostic imaging , Cohort Studies , Complement C4b , Early Detection of Cancer/statistics & numerical data , Female , Humans , Lung Neoplasms/diagnostic imaging , Male , Models, Biological , Molecular Diagnostic Techniques/methods , Molecular Diagnostic Techniques/statistics & numerical data , Sensitivity and Specificity , Solitary Pulmonary Nodule/blood , Solitary Pulmonary Nodule/diagnosis , Solitary Pulmonary Nodule/diagnostic imaging , Tomography, X-Ray Computed , Translational Research, Biomedical
2.
Biomolecules ; 10(1)2019 12 20.
Article in English | MEDLINE | ID: mdl-31877644

ABSTRACT

BACKGROUND: Circulating microRNA (miRNA) analysis is a growing research field. However, it usually requires an endogenous control or housekeeping (HK) in order to normalize expression of specific miRNAs throughout different samples. Unfortunately, no adequate HK for circulating miRNA analysis is still known in the colorectal cancer (CRC) context whereas several have been suggested. Hence, our aims were to validate the previously suggested miR-1228-3p as HK for CRC studies, to compare its suitability with the widely used miR-16-5p, and to evaluate the influence of hemolysis on both miRNAs. METHODS: We analyzed by quantitative reverse-transcription polymerase chain reaction (qRT-PCR) the expression of miR-1228-3p, miR-16-5p and the spike-in cel-miR-39 in a set of 297 plasmas (92 CRC, 101 advanced adenomas -AA-, and 100 controls) and 213 serum samples (59 CRC, 74 AA and 80 controls). We also analyzed both miRNAs depending on the hemolysis degree in 7 plasmas and 31 serums. RESULTS: Levels of miR-1228-3p and miR-16-5p did not show significant differences between groups although miR-16-5p exhibited more variability in plasma and serum samples. Importantly, the combination of cel-miR-39 and miR-1228-3p was the most stable one. Moreover, we observed that miR-16-5p was significantly influenced by hemolysis in contrast with miR-1228-3p that exhibited no correlation with this confounding factor in both biofluids. CONCLUSION: MiR-1228-3p has been validated as an adequate endogenous control for circulating miRNA analysis in CRC and AA liquid biopsies.


Subject(s)
Biomarkers, Tumor/blood , Colorectal Neoplasms/blood , Colorectal Neoplasms/pathology , MicroRNAs/blood , Aged , Aged, 80 and over , Biomarkers, Tumor/genetics , Colorectal Neoplasms/genetics , Female , Gene Expression Regulation, Neoplastic , Genes, Essential , Humans , Liquid Biopsy , Male , MicroRNAs/genetics , Middle Aged
4.
Clin Transl Gastroenterol ; 10(1): e00003, 2019 01.
Article in English | MEDLINE | ID: mdl-30702491

ABSTRACT

OBJECTIVES: Specific microRNA (miRNA) signatures in biological fluids can facilitate earlier detection of the tumors being then minimally invasive diagnostic biomarkers. Circulating miRNAs have also emerged as promising diagnostic biomarkers for colorectal cancer (CRC) screening. In this study, we investigated the performance of a specific signature of miRNA in plasma samples to design a robust predictive model that can distinguish healthy individuals from those with CRC or advanced adenomas (AA) diseases. METHODS: Case control study of 297 patients from 8 Spanish centers including 100 healthy individuals, 101 diagnosed with AA, and 96 CRC cases. Quantitative real-time reverse transcription was used to quantify a signature of miRNA (miRNA19a, miRNA19b, miRNA15b, miRNA29a, miRNA335, and miRNA18a) in plasma samples. Binary classifiers (Support Vector Machine [SVM] linear, SVM radial, and SVM polynomial) were built for the best predictive model. RESULTS: Area under receiving operating characteristic curve of 0.92 (95% confidence interval 0.871-0.962) was obtained retrieving a model with a sensitivity of 0.85 and specificity of 0.90, positive predictive value of 0.94, and negative predictive value of 0.76 when advanced neoplasms (CRC and AA) were compared with healthy individuals. CONCLUSIONS: We identified and validated a signature of 6 miRNAs (miRNA19a, miRNA19b, miRNA15b, miRNA29a, miRNA335, and miRNA18a) as predictors that can differentiate significantly patients with CRC and AA from those who are healthy. However, large-scale validation studies in asymptomatic screening participants should be conducted.


Subject(s)
Adenoma/diagnosis , Biomarkers, Tumor/blood , Circulating MicroRNA/blood , Colorectal Neoplasms/diagnosis , Early Detection of Cancer/methods , Adenoma/blood , Adenoma/genetics , Aged , Aged, 80 and over , Biomarkers, Tumor/genetics , Case-Control Studies , Colorectal Neoplasms/blood , Colorectal Neoplasms/genetics , Diagnosis, Differential , Female , Gene Expression Profiling/methods , Humans , Male , Middle Aged , Neoplasm Staging , Predictive Value of Tests , ROC Curve , Transcriptome
5.
Ann Surg Oncol ; 16(1): 78-87, 2009 Jan.
Article in English | MEDLINE | ID: mdl-19002529

ABSTRACT

BACKGROUND: TWIST1 is a basic helix-loop-helix (bHLH) transcription factor that has been involved in tumor progression and metastasis in several cancer types, although no evidence has been provided yet on its implication in colorectal carcinogenesis. METHODS: We examined the expression pattern of TWIST1 messenger RNA (mRNA) in 54 colorectal cancer biopsies compared with each respective adjacent normal mucosa by real-time reverse-transcriptase polymerase chain reaction (RT-PCR) methodology. RESULTS: TWIST1 mRNA was found significantly overexpressed in colorectal cancer samples compared to nontumorous colon mucosa (P < 0.0001). Receiver operating characteristic (ROC) curve analysis demonstrated that TWIST1 mRNA levels are significantly increased in patients with nodal invasion and, interestingly, a significant correlation with patient sex was also found. CONCLUSIONS: Evidence for upregulation of TWIST1 mRNA in colorectal cancer is provided, suggesting its implication in the onset of malignant progression of this disease. In addition, significant higher levels of TWIST1 mRNA were found in men than in women, suggesting a possible transcriptional regulation of TWIST1 by sexual hormones. The use of TWIST1 as a new prognostic marker of advanced malignancy, and as a potential therapeutic target in colorectal cancer, is proposed.


Subject(s)
Colorectal Neoplasms/genetics , Colorectal Neoplasms/pathology , Nuclear Proteins/genetics , RNA, Messenger/metabolism , Twist-Related Protein 1/genetics , Aged , Blotting, Western , Female , Gene Expression Regulation, Neoplastic , Humans , Immunoenzyme Techniques , Lymph Nodes , Lymphatic Metastasis , Male , Neoplasm Invasiveness , Neoplasm Staging , Prognosis , Reverse Transcriptase Polymerase Chain Reaction , Sex Factors
6.
Int J Oncol ; 33(1): 185-93, 2008 Jul.
Article in English | MEDLINE | ID: mdl-18575765

ABSTRACT

Cdc42, a member of Rho GTPases family, is involved in the regulation of several cellular functions, such as rearrangement of actin cytoskeleton, membrane trafficking, cell-cycle progression, and transcriptional regulation. Aberrant expression or activity of Cdc42 has been reported in several tumours. Here, the specific role of Cdc42 in development and progression of colorectal cancer was analyzed through microarrays technology. A comparative analysis of Cdc42 overexpressing cells versus cells with decreased Cdc42 levels through siRNA revealed that Cdc42 overexpression down-regulated the potential tumour suppressor gene ID4. Results were validated by quantitative RT-PCR and the methylation status of the specific promoter, analyzed. Methylation-specific PCR and bisulfite sequencing PCR analysis revealed that Cdc42 induced the methylation of the CpG island of the ID4 promoter. Colorectal adenocarcinoma samples were compared with the corresponding adjacent normal tissue of the same patient in order to determine specific gene expression levels. The downregulation of ID4 by Cdc42 was also found of relevance in colorectal adenocarcinoma biopsies. Cdc42 was found to be overexpressed with high incidence (60%) in colorectal cancer samples, and this expression was associated with silencing of ID4 with statistical significance (p<0.05). Cdc42 may have a role in the development of colon cancer. Furthermore, inhibition of Cdc42 activity may have a direct impact in the management of colorectal cancer.


Subject(s)
Adenocarcinoma/chemistry , Colorectal Neoplasms/chemistry , Inhibitor of Differentiation Proteins/genetics , cdc42 GTP-Binding Protein/physiology , Adenocarcinoma/therapy , Aged , Aged, 80 and over , Colorectal Neoplasms/etiology , Colorectal Neoplasms/therapy , DNA Methylation , Down-Regulation , Epigenesis, Genetic , Female , Gene Silencing , Humans , Inhibitor of Differentiation Proteins/antagonists & inhibitors , Male , Middle Aged , Promoter Regions, Genetic , cdc42 GTP-Binding Protein/analysis , cdc42 GTP-Binding Protein/antagonists & inhibitors
7.
Int J Biochem Cell Biol ; 39(12): 2289-302, 2007.
Article in English | MEDLINE | ID: mdl-17766170

ABSTRACT

The small GTPase Rac1 is involved in the regulation of critical cellular functions, such as transcription control, cell cycle, and organization of actin cytoskeleton. Rac1 signalling modulates cancer progression since its overexpression leads to an increased tumour growth of xenografts of human colorectal tumour cells, while a drastic reduction of Rac1 expression by siRNA interferes with cancer progression (Espina et al., unpublished results). We aimed to study the molecular basis for the specific contribution of Rac1 in the progression of colorectal cancer. Comparative microarray analysis of a human colorectal carcinoma cell line genetically engineered to display different levels of Rac1 identified novel target genes for this GTPase. These results suggest that Rac1 plays a critical role in signalling transduction pathways relevant to human colorectal tumour progression, such as activation of Wnt signalling, inhibition of TGF-beta signalling, and enhancement of metastasis-inducing genes.


Subject(s)
Colorectal Neoplasms/genetics , Gene Expression Profiling , Oligonucleotide Array Sequence Analysis/methods , rac1 GTP-Binding Protein/genetics , Adaptor Proteins, Signal Transducing , Calcium-Binding Proteins , Carrier Proteins/genetics , Cell Cycle Proteins/genetics , Cell Line, Tumor , Colorectal Neoplasms/metabolism , Colorectal Neoplasms/pathology , DNA-Binding Proteins/genetics , Galectin 1/genetics , Gene Expression Regulation, Neoplastic , Humans , Lymphocyte Specific Protein Tyrosine Kinase p56(lck)/genetics , Matrix Metalloproteinase 7/genetics , Membrane Proteins/metabolism , Microfilament Proteins/genetics , Models, Biological , RNA, Small Interfering/genetics , Repressor Proteins/genetics , Reproducibility of Results , S100 Calcium Binding Protein A6 , S100 Proteins/genetics , Signal Transduction/genetics , Signal Transduction/physiology , Smad4 Protein/genetics , Trans-Activators/genetics , Transfection , Transforming Growth Factor beta/genetics , Wnt Proteins/genetics , Wnt Proteins/physiology , beta Catenin/genetics , rac1 GTP-Binding Protein/metabolism
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