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1.
Biostatistics ; 11(2): 265-80, 2010 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-19948744

RESUMO

Array comparative genomic hybridization (aCGH) is a microarray technology that allows one to detect and map genomic alterations. The goal of aCGH analysis is to identify the boundaries of the regions where the number of DNA copies changes (breakpoint identification) and then to label each region as loss, neutral, or gain (calling). In this paper, we introduce a new algorithm, based on the shifting level model (SLM), with the aim of locating regions with different means of the log(2) ratio in genomic profiles obtained from aCGH data. We combine the SLM algorithm with the CGHcall calling procedure and compare their performances with 5 state-of-the-art methods. When dealing with synthetic data, our method outperforms the other 5 algorithms in detecting the change in the number of DNA copies in the most challenging situations. For real aCGH data, SLM is able to locate all the cytogenetically mapped aberrations giving a smaller number of false-positive breakpoints than the compared methods. The application of the SLM algorithm is not limited to aCGH data. Our approach can also be used for the analysis of several emerging experimental strategies such as high-resolution tiling array.


Assuntos
Algoritmos , Biometria/métodos , Hibridização Genômica Comparativa/estatística & dados numéricos , Modelos Estatísticos , Análise de Sequência com Séries de Oligonucleotídeos/estatística & dados numéricos , Análise de Variância , Aneuploidia , Área Sob a Curva , Deleção Cromossômica , Cromossomos/genética , Simulação por Computador , Reações Falso-Positivas , Dosagem de Genes/genética , Glioblastoma/genética , Humanos , Deficiência Intelectual/genética , Cadeias de Markov , Curva ROC , Software
2.
Biostatistics ; 11(3): 515-8, 2010 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-20207682

RESUMO

Array comparative genomic hybridization (aCGH) is a microarray technology that allows one to detect and map genomic alterations. The standard workflow of the aCGH data analysis consists of 2 steps: detecting the boundaries of the regions of changed copy number by means of a segmentation algorithm (break point identification) and then labeling each region as loss, neutral, or gain with a probabilistic framework (calling procedure). In this paper, we introduce a novel calling procedure based on a mixture of truncated normal distributions, named FastCall, that aims to give aberration probabilities to segmented aCGH data in a very fast and accurate way. Both on synthetic and real aCGH data, FastCall obtains excellent performances in terms of classification accuracy and running time.


Assuntos
Hibridização Genômica Comparativa/métodos , Análise de Sequência com Séries de Oligonucleotídeos/métodos , Algoritmos , Simulação por Computador
3.
Arch Dermatol Res ; 300(3): 115-24, 2008 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-18259766

RESUMO

Recent studies indicate that mesenchymal stem cells (MSC) exhibit a degree of immune privilege due to their ability to suppress T cell mediated responses causing tissue rejection; however, the impact of allogeneic MSC in the setting of organ transplantation has been poorly investigated so far. The aim of our study was to evaluate the effect of intravenous donor MSC infusion for clinical tolerance induction in allogeneic skin graft transplantations in rats. MSC were isolated from Wistar rats and administered in Sprague-Dawley rats receiving Wistar skin graft with or without cyclosporine A (CsA). Graft biopsies were performed at day 10 post transplantation in all experimental groups for histological and gene expression studies. Intravenous infusion with donor MSC in CsA-treated transplanted rats resulted in prolongation of skin allograft survival compared to control animals. Unexpectedly, donor MSC infusion in immunocompetent rats resulted in a faster rejection as compared to control group. Cytokine expression analysis at the site of skin graft showed that CsA treatment significantly decreased pro-inflammatory cytokines IFN-gamma and IL-2 and reduced TNF-alpha gene expression; however, the level of TNF-alpha is high in MSC-treated and not immunosuppressed rats. Results of our study in a rat tissue transplantation model demonstrated a possible immunogenic role for donor (allogeneic) MSC, confirming the need of adequate preclinical experimentation before clinical use.


Assuntos
Rejeição de Enxerto/terapia , Transplante de Células-Tronco Mesenquimais , Transplante de Pele/efeitos adversos , Animais , Ciclosporina/uso terapêutico , Citocinas/genética , Expressão Gênica , Facilitação Imunológica de Enxerto , Rejeição de Enxerto/etiologia , Rejeição de Enxerto/genética , Rejeição de Enxerto/patologia , Sobrevivência de Enxerto , Imunossupressores/uso terapêutico , Masculino , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Ratos , Ratos Sprague-Dawley , Ratos Wistar , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Transplante de Pele/imunologia , Transplante de Pele/patologia , Transplante Homólogo
4.
J Matern Fetal Neonatal Med ; 30(6): 710-716, 2017 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-27226231

RESUMO

OBJECTIVE: The aim of this study was to validate noninvasive prenatal testing (NIPT) for fetal aneuploidies by whole-genome massively parallel sequencing (MPS). METHODS: MPS was performed on cell-free DNA (cfDNA) isolated from maternal plasma in two groups: a first set of 186 euploid samples and a second set of 195 samples enriched of aneuploid cases (n = 69); digital PCR for fetal fraction (FF) assessment was performed on 178/381 samples. Cases with <10 × 106 reads (n = 54) were excluded for downstream data analysis. Follow-up data (invasive testing results or neonatal information) were available for all samples. Performances in terms of specificity/sensitivity and Z-score distributions were evaluated. RESULTS: All positive samples for trisomy 21 (T21) (n = 43), trisomy 18 (T18) (n = 6) and trisomy 13 (T13) (n = 7) were correctly identified (sensitivity: 99.9%); 5 false positive results were reported: 3 for T21 (specificity = 98.9%) and 2 for T13 (specificity = 99.4%). Besides FF, total cfDNA concentration seems another important parameter for MPS, since it influences the number of reads. CONCLUSIONS: The overall test accuracy allowed us introducing NIPT for T21, T18 and T13 as a clinical service for pregnant women after 10 + 4 weeks of gestation. Sex chromosome aneuploidy assessment needs further validation due to the limited number of aneuploid cases in this study.


Assuntos
Aneuploidia , DNA/sangue , Síndrome de Down/sangue , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Diagnóstico Pré-Natal/métodos , Sistema Livre de Células , Estudos de Coortes , Feminino , Humanos , Recém-Nascido , Masculino , Gravidez , Complicações na Gravidez/sangue , Saúde Pública , Sensibilidade e Especificidade , Estatísticas não Paramétricas
5.
Eur J Med Genet ; 55(3): 216-21, 2012 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-22333924

RESUMO

Several cases of interstitial deletion encompassing band 18q12.3 are described in patients with mild dysmorphic features, mental retardation and impairment of expressive language. The critical deleted region contains SETBP1 gene (SET binding protein 1). Missense heterozygous mutations in this gene cause Schinzel-Giedion syndrome (SGS, MIM#269150), characterized by profound mental retardation and multiple congenital malformations. Recently, a 18q12.3 microdeletion causing SETBP1 haploinsufficiency has been described in two patients that show expressive speech impairment, moderate developmental delay and peculiar facial features. The phenotype of individual with partial chromosome 18q deletions does not resemble SGS. The deletion defines a critical region in which SETBP1 is the major candidate gene for expressive speech defect. We describe an additional patient with the smallest 18q12.3 microdeletion never reported that causes the disruption of SETBP1. The patient shows mild mental retardation and expressive speech impairment with striking discrepancy between expressive and receptive language skills. He is able to communicate using gestures and mimic expression of face and body with surprising efficacy. The significant phenotypic overlap between this patient and the cases previously reported enforce the hypothesis that SETBP1 haploinsufficiency may have a role in expressive language development.


Assuntos
Proteínas de Transporte/genética , Cromossomos Humanos Par 18/genética , Deficiência Intelectual/genética , Transtornos do Desenvolvimento da Linguagem/genética , Proteínas Nucleares/genética , Adolescente , Criança , Pré-Escolar , Deleção Cromossômica , Haploinsuficiência , Humanos , Masculino
6.
PLoS One ; 6(5): e20389, 2011.
Artigo em Inglês | MEDLINE | ID: mdl-21629665

RESUMO

Different cells can contribute to repair following vascular injury by differentiating into smooth muscle (SM) cells; however the extracellular signals involved are presently poorly characterized. Mesoangioblasts are progenitor cells capable of differentiating into various mesoderm cell types including SM cells. In this study the biological action exerted by the pleiotropic sphingolipid sphingosine 1-phosphate (S1P) in human mesoangioblasts has been initially investigated by cDNA microarray analysis. Obtained data confirmed the anti-apoptotic action of this sphingolipid and identified for the first time a strong differentiating action toward SM cells. Quantitative mRNA and protein analysis corroborated the microarray results demonstrating enhanced expression of myogenic marker proteins and regulation of the expression of transcription factor GATA6 and its co-regulator, LMCD1. Importantly, GATA6 up-regulation induced by S1P was responsible for the enhanced expression of SM-specific contractile proteins. Moreover, by specific gene silencing experiments GATA6 was critical in the pro-differentiating activity of the cytokine TGFß. Finally, the pharmacological inhibition of endogenous S1P formation in response to TGFß abrogated GATA6 up-regulation, supporting the view that the S1P pathway plays a physiological role in mediating the pro-myogenic effect of TGFß. This study individuates GATA6 as novel player in the complex transcriptional regulation of mesoangioblast differentiation into SM cells and highlights a role for S1P to favour vascular regeneration.


Assuntos
Diferenciação Celular/efeitos dos fármacos , Fator de Transcrição GATA6/metabolismo , Lisofosfolipídeos/farmacologia , Miócitos de Músculo Liso/citologia , Miócitos de Músculo Liso/efeitos dos fármacos , Esfingosina/análogos & derivados , Células-Tronco/citologia , Células-Tronco/efeitos dos fármacos , Western Blotting , Proteínas de Transporte/genética , Proteínas de Transporte/metabolismo , Células Cultivadas , Proteínas Correpressoras , Fator de Transcrição GATA6/genética , Humanos , Proteínas com Domínio LIM , Microscopia de Fluorescência , Miócitos de Músculo Liso/metabolismo , Análise de Sequência com Séries de Oligonucleotídeos , RNA Interferente Pequeno , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Esfingosina/farmacologia , Células-Tronco/metabolismo
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