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2.
Sci Rep ; 10(1): 7758, 2020 05 08.
Article in English | MEDLINE | ID: mdl-32385356

ABSTRACT

Gene-environment interactions, by means of abnormal macromolecular intestinal adsorption, is one of the possible causes of autism spectrum disorders (ASD) predominantly in patients with gastrointestinal disorders. Pre-haptoglobin-2 (zonulin), encoded by the Haptoglobin (HP) allele-2 gene, enhances the intestinal permeability by modulation of intercellular tight junctions. The two alleles of HP, HP1 and HP2, differ for 2 extra exons in HP2 that result in exon duplication undetectable by classic genome-wide association studies. To evaluate the role of HP2 in ASD pathogenesis and to set up a method to discriminate HP alleles, Italian subjects with ASD (n = 398) and healthy controls (n = 379) were genotyped by PCR analysis; subsequently, the PCR results were integrated with microarray genotypes (Illumina Human Omni 1S-8), obtained using a subset from the same subjects, and then we developed a computational method to predict HP alleles. On the contrary to our expectations, there was no association between HP2 and ASD (P > 0.05), and there was no significant allele association in subjects with ASD with or without gastrointestinal disorders (P > 0.05). With the aid of bioinformatics analysis, from a window frame of ~2 Mb containing 314 SNPs, we obtain imputation accuracy (r2) between 0.4 and 0.9 (median 0.7) and correct predictions were between 70% and 100% (median 90%). The conclusions endorse that enhanced intestinal permeability in subjects with ASD should not be imputed to HP2 but to other members of the zonulin family and/or to environmental factors.


Subject(s)
Alleles , Autism Spectrum Disorder/genetics , Haptoglobins/genetics , Case-Control Studies , Child , Child, Preschool , Female , Haplotypes , Humans , Male , Polymorphism, Single Nucleotide
3.
Mol Biosyst ; 12(11): 3447-3458, 2016 10 18.
Article in English | MEDLINE | ID: mdl-27722582

ABSTRACT

The interpretation of genome-wide association study is difficult, as it is hard to understand how polymorphisms can affect gene regulation, in particular for trans-regulatory elements located far from their controlling gene. Using RNA or protein expression data as phenotypes, it is possible to correlate their variations with specific genotypes. This technique is usually referred to as expression Quantitative Trait Loci (eQTLs) analysis and only few packages exist for the integration of genotype patterns and expression profiles. In particular, tools are needed for the analysis of next-generation sequencing (NGS) data on a genome-wide scale, which is essential to identify eQTLs able to control a large number of genes (hotspots). Here we present SPIRE (Software for Polymorphism Identification Regulating Expression), a generic, modular and functionally highly flexible pipeline for eQTL processing. SPIRE integrates different univariate and multivariate approaches for eQTL analysis, paying particular attention to the scalability of the procedure in order to support cis- as well as trans-mapping, thus allowing the identification of hotspots in NGS data. In particular, we demonstrated how SPIRE can handle big association study datasets, reproducing published results and improving the identification of trans-eQTLs. Furthermore, we employed the pipeline to analyse novel data concerning the genotypes of two different C. elegans strains (N2 and Hawaii) and related miRNA expression data, obtained using RNA-Seq. A miRNA regulatory hotspot was identified in chromosome 1, overlapping the transcription factor grh-1, known to be involved in the early phases of embryonic development of C. elegans. In a follow-up qPCR experiment we were able to verify most of the predicted eQTLs, as well as to show, for a novel miRNA, a significant difference in the sequences of the two analysed strains of C. elegans. SPIRE is publicly available as open source software at , together with some example data, a readme file, supplementary material and a short tutorial.


Subject(s)
Caenorhabditis elegans/genetics , Computational Biology/methods , Gene Expression Regulation , MicroRNAs/genetics , Quantitative Trait Loci , Software , Animals , Chromosome Mapping , Gene Regulatory Networks , High-Throughput Nucleotide Sequencing , RNA Interference , RNA, Messenger/genetics , Sequence Analysis, RNA
4.
Int J Mol Sci ; 17(10)2016 Oct 22.
Article in English | MEDLINE | ID: mdl-27782075

ABSTRACT

Since involved in synaptic transmission and located on X-chromosome, neuroligins 3 and 4X have been studied as good positional and functional candidate genes for autism spectrum disorder pathogenesis, although contradictory results have been reported. Here, we performed a case-control study to assess the association between noncoding genetic variants in NLGN3 and NLGN4X genes and autism, in an Italian cohort of 202 autistic children analyzed by high-resolution melting. The results were first compared with data from 379 European healthy controls (1000 Genomes Project) and then with those from 1061 Italian controls genotyped by Illumina single nucleotide polymorphism (SNP) array 1M-duo. Statistical evaluations were performed using Plink v1.07, with the Omnibus multiple loci approach. According to both the European and the Italian control groups, a 6-marker haplotype on NLGN4X (rs6638575(G), rs3810688(T), rs3810687(G), rs3810686(C), rs5916269(G), rs1882260(T)) was associated with autism (odd ratio = 3.58, p-value = 2.58 × 10-6 for the European controls; odds ratio = 2.42, p-value = 6.33 × 10-3 for the Italian controls). Furthermore, several haplotype blocks at 5-, 4-, 3-, and 2-, including the first 5, 4, 3, and 2 SNPs, respectively, showed a similar association with autism. We provide evidence that noncoding polymorphisms on NLGN4X may be associated to autism, suggesting the key role of NLGN4X in autism pathophysiology and in its male prevalence.


Subject(s)
Autism Spectrum Disorder/genetics , Cell Adhesion Molecules, Neuronal/genetics , Genetic Predisposition to Disease , Membrane Proteins/genetics , Nerve Tissue Proteins/genetics , Polymorphism, Single Nucleotide , Alleles , Autism Spectrum Disorder/diagnosis , Case-Control Studies , Child , Child, Preschool , Female , Gene Expression , Gene Frequency , Genetic Association Studies , Haplotypes , Humans , Italy , Male , Odds Ratio , Sex Factors
5.
Oncologist ; 17(6): 823-9, 2012.
Article in English | MEDLINE | ID: mdl-22584434

ABSTRACT

Preclinical and experimental data in vivo indicate that Lethal-7 (Let-7) microRNA downregulates KRAS with antitumor effects in the presence of activating KRAS mutations. We quantified the Let-7a isoform in KRAS-mutated colorectal carcinomas from patients who received salvage cetuximab plus irinotecan. The study population was retrospectively identified among metastatic colorectal cancer patients who underwent third-line therapy with cetuximab plus irinotecan in a period when only epidermal growth factor receptor (EGFR) expression was required for anti-EGFR therapy. In 59 patients harboring KRAS mutations, Let-7a levels were analyzed for association with overall survival (OS) and progression-free survival (PFS) times. An exploratory subgroup analysis was performed using the rs61764370 (LCS6 T>G) polymorphism that experimentally impairs Let-7 binding to KRAS mRNA. In the whole group, higher Let-7a levels were significantly associated with better survival outcomes. For the primary OS endpoint, the multivariate hazard ratio was 0.82 (95% confidence interval, 0.73-0.91; p = .01). The same findings with an accentuated positive effect of high Let-7a levels on both OS and PFS times were observed in an exploratory analysis of the 45 wild-type LCS6 patients (excluding 14 carriers of the LCS6 G allele variant). All survival associations were confirmed after excluding patients with KRAS codon 13 mutations. Among the clinicopathologic features, high Let-7a levels were associated with grade 2-3 skin toxicity (p = .002). In patients with KRAS mutations, Let-7a analysis may serve to identify subgroups of patients who may still benefit from EGFR inhibition and this may open up new perspectives for alternative treatment strategies.


Subject(s)
Colonic Neoplasms/drug therapy , Colorectal Neoplasms/drug therapy , ErbB Receptors/antagonists & inhibitors , MicroRNAs/genetics , Proto-Oncogene Proteins/genetics , ras Proteins/genetics , Aged , Antineoplastic Agents/therapeutic use , Colonic Neoplasms/genetics , Colonic Neoplasms/pathology , Colorectal Neoplasms/genetics , Colorectal Neoplasms/pathology , Disease-Free Survival , Endpoint Determination , ErbB Receptors/genetics , ErbB Receptors/metabolism , Female , Humans , Male , MicroRNAs/metabolism , Mutation , Polymorphism, Single Nucleotide , Proto-Oncogene Proteins p21(ras) , Real-Time Polymerase Chain Reaction , Retrospective Studies , Specimen Handling , Survival Analysis
6.
J Clin Oncol ; 29(36): 4789-95, 2011 Dec 20.
Article in English | MEDLINE | ID: mdl-22042954

ABSTRACT

PURPOSE: To investigate whether prognosis of patients with high-risk gastric cancer may depend on MET copy number gain (CNG) or an activating truncation within a deoxyadenosine tract element (DATE) in the promoter region of the MET ligand HGF. PATIENTS AND METHODS: A single-institution cohort of 230 patients with stage II/III gastric cancer was studied. Formalin-fixed paraffin-embedded tumor specimens were used for DNA extraction. Quantitative polymerase chain reaction (qPCR) for MET CNG and sequencing for HGF DATE truncation (< 25 deoxyadenosines instead of 30) were used. Results were analyzed for association with disease-free survival (DFS) and overall survival (OS). To assess the reliability of the qPCR measurement, a random sample of cases was reanalyzed using an alternative assay (fluorescent in situ hybridization [FISH]) with calculation of the intracorrelation coefficient (ICC). RESULTS: In 216 assessable patients, MET CNG five or more copies and homozygous HGF-truncated DATE occurred in 21 patients (10%) and 30 patients (13%), respectively. Patients with MET CNG five or more copies (MET-positive) showed significantly worse prognosis with multivariate hazard ratio (HR) of 3.02 (95% CI, 1.71 to 5.33; P < .001) for DFS and multivariate HR of 2.91 (95% CI, 1.65 to 5.11; P < .001) for OS. The agreement between qPCR and FISH was high, with ICC = 0.9% (95% CI, 0.81% to 0.95%; the closer the ICC is to 1, the greater is the agreement). HGF-truncated DATE did not show relevant prognostic effect. CONCLUSION: In this study, qPCR revealed approximately 10% of white patients with gastric cancer harboring MET CNG of five or more copies. This marker was significantly associated with unfavorable prognosis. This information is relevant to the current clinical development of anti-MET compounds.


Subject(s)
Proto-Oncogene Proteins c-met/genetics , Signal Transduction/physiology , Stomach Neoplasms/genetics , Adult , Aged , Female , Gene Amplification , Gene Dosage , Hepatocyte Growth Factor/genetics , Humans , In Situ Hybridization, Fluorescence , Male , Middle Aged , Polymerase Chain Reaction , Prognosis , Proto-Oncogene Proteins c-met/physiology , Risk , Stomach Neoplasms/mortality , Stomach Neoplasms/surgery
7.
BMC Cancer ; 11: 247, 2011 Jun 14.
Article in English | MEDLINE | ID: mdl-21669012

ABSTRACT

BACKGROUND: Molecular predictors of bevacizumab efficacy in colorectal cancer have not been identified yet. Specific VEGF polymorphisms may affect gene transcription and therefore indirectly influence the efficacy of bevacizumab. METHODS: Genomic DNA of 111 consecutive metastatic colorectal cancer patients treated with first-line FOLFIRI plus bevacizumab was obtained from blood samples. VEGF -2578 C/A, -1498 C/T, + 405 C/G, + 936 C/T polymorphisms were analyzed by means of PCR-RFLP. DNA samples from 107 patients treated with FOLFIRI alone served as historical control group. The relation of VEGF polymorphisms with PFS, evaluated through Kaplan-Meier method and log-rank test, was the primary end-point. An interaction test with a Cox model has been performed in order to demonstrate the heterogeneity of the effect of VEGF -1498 C/T polymorphism between bevacizumab-and control group. RESULTS: In the bevacizumab-group median PFS and OS of patients carrying VEGF -1498 C/C, C/T and T/T allelic variants were, respectively, 12.8, 10.5, 7.5 months (p = 0.0046, log-rank test) and 27.3, 20.5, 18.6 months (p = 0.038, log-rank test). VEGF -1498 T/T genotype was associated with shorter PFS (HR = 2.13, [1.41-5.10], p = 0.0027). In the control group no significant association of VEGF -1498 C/T allelic variants and PFS or OS was found. Interaction between VEGF -1498 C/T variants and treatment effect suggested that the relation of VEGF -1498 T/T genotype with shorter PFS was caused by the effect of bevacizumab (p = 0.011). Other investigated polymorphisms did not affect the outcome. CONCLUSIONS: These data suggest a possible role for VEGF -1498 C/T variants in predicting the efficacy of bevacizumab in the up-front treatment of metastatic colorectal cancer patients. A molecular tool for selecting subjects candidate to benefit from the anti-VEGF could be important for clinical practice. The retrospective and exploratory design of the present study, coupled with the non-randomized nature of the comparison between treated and untreated patients, imply that these results should be considered as hypothesis generators. A prospective validating trial is currently ongoing.


Subject(s)
Adenocarcinoma , Antibodies, Monoclonal/therapeutic use , Antineoplastic Agents/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Colorectal Neoplasms , Polymorphism, Genetic , Vascular Endothelial Growth Factors/genetics , Adenocarcinoma/diagnosis , Adenocarcinoma/drug therapy , Adenocarcinoma/genetics , Adenocarcinoma/pathology , Aged , Alleles , Antibodies, Monoclonal/administration & dosage , Antibodies, Monoclonal, Humanized , Bevacizumab , Camptothecin/analogs & derivatives , Camptothecin/therapeutic use , Colorectal Neoplasms/diagnosis , Colorectal Neoplasms/drug therapy , Colorectal Neoplasms/genetics , Colorectal Neoplasms/pathology , Female , Fluorouracil/therapeutic use , Genotype , Humans , Leucovorin/therapeutic use , Male , Middle Aged , Models, Statistical , Prognosis , Retrospective Studies , Survival Analysis , Treatment Outcome
8.
Pharmacogenomics ; 11(9): 1247-56, 2010 Sep.
Article in English | MEDLINE | ID: mdl-20860465

ABSTRACT

AIM: IGF binding protein-3 (IGFBP-3) displays growth inhibitory/proapoptotic action and counteracts the IGF-1 tumor-promoting effects by downregulating its bioavailability. We investigated whether IGFBP-3 SNPs determining high IGFBP-3 circulating levels are associated with improved survival of patients with advanced gastric cancer treated with palliative chemotherapy. MATERIALS & METHODS: A total of 185 patients undergoing combination chemotherapy for relapsed/metastatic disease were considered eligible for the present clinical investigation. Four functional IGFBP-3 SNPs (rs3110697, rs2854746, rs2864744 and rs2960436) were studied for association with overall survival (OS). RESULTS: In the multivariate model including SNPs and clinicopathologic features, the rs285744 A allele and the rs2960436 A allele showed favorable association with survival. The hazard ratios for rs285744 C/A and A/A genotypes were 0.38 (95% CI: 0.18-0.66) and 0.20 (95% CI: 0.09-0.39), respectively. The hazard ratios for rs2960436 G/A and A/A genotypes were 0.41 (95% CI: 0.25-0.68) and 0.35 (95% CI: 0.16-0.58), respectively. Bonferroni-corrected p-values for the rs285744 A/A genotype and the rs2960436 A/A genotype were 0.012 and 0.024, respectively. There was linkage disequilibrium between the four variants and there were four common haplotypes (>5% estimated frequency). The most common haplotype (GCAA) included all alleles causing IGFBP-3 upregulation and their carriers demonstrated the best outcome in the log-rank comparison of survival curves. CONCLUSION: Genetic regulation of the IGFBP-3 impacts on survival of patients with advanced gastric cancer. This finding deserves additional studies because of its prognostic and therapeutic implications.


Subject(s)
Genetic Variation , Insulin-Like Growth Factor Binding Protein 3/genetics , Palliative Care/methods , Stomach Neoplasms/drug therapy , Stomach Neoplasms/genetics , Aged , Drug Therapy, Combination , Female , Genotype , Haplotypes , Humans , Insulin-Like Growth Factor Binding Proteins , Insulin-Like Growth Factor I/genetics , Insulin-Like Growth Factor I/metabolism , Linkage Disequilibrium , Male , Middle Aged , Neoplasm Metastasis , Polymorphism, Single Nucleotide , Prognosis , Recurrence , Stomach Neoplasms/mortality , Survival Analysis
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