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1.
Breast Cancer Res Treat ; 186(2): 391-401, 2021 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-33576900

RESUMO

PURPOSE: Triple-negative breast cancer (TNBC) is an aggressive subtype most prevalent among women of Western Sub-Saharan African ancestry. It accounts for 15-25% of African American (AA) breast cancers (BC) and up to 80% of Ghanaian breast cancers, thus contributing to outcome disparities in BC for black women. The aggressive biology of TNBC has been shown to be regulated partially by breast cancer stem cells (BCSC) which mediate tumor recurrence and metastasis and are more abundant in African breast tumors. METHODS: We studied the biological differences between TNBC in women with African ancestry and those of Caucasian women by comparing the gene expression of the BCSC. From low-passage patient derived xenografts (PDX) from Ghanaian (GH), AA, and Caucasian American (CA) TNBCs, we sorted for and sequenced the stem cell populations and analyzed for differential gene enrichment. RESULTS: In our cohort of TNBC tumors, we observed that the ALDH expressing stem cells display distinct ethnic specific gene expression patterns, with the largest difference existing between the GH and AA ALDH+ cells. Furthermore, the tumors from the women of African ancestry [GH/AA] had ALDH stem cell (SC) enrichment for expression of immune related genes and processes. Among the significantly upregulated genes were CD274 (PD-L1), CXCR9, CXCR10 and IFI27, which could serve as potential drug targets. CONCLUSIONS: Further exploration of the role of immune regulated genes and biological processes in BCSC may offer insight into developing novel approaches to treating TNBC to help ameliorate survival disparities in women with African ancestry.


Assuntos
Neoplasias de Mama Triplo Negativas , Negro ou Afro-Americano/genética , Feminino , Gana/epidemiologia , Humanos , Recidiva Local de Neoplasia , Neoplasias de Mama Triplo Negativas/genética , População Branca
3.
Sci Rep ; 6(1): 25, 2016 12 23.
Artigo em Inglês | MEDLINE | ID: mdl-28003660

RESUMO

DNA focused panel sequencing has been rapidly adopted to assess therapeutic targets in advanced/refractory cancer. Integrated Genomic Profiling (IGP) utilising DNA/RNA with tumour/normal comparisons in a Clinical Laboratory Improvement Amendments (CLIA) compliant setting enables a single assay to provide: therapeutic target prioritisation, novel target discovery/application and comprehensive germline assessment. A prospective study in 35 advanced/refractory cancer patients was conducted using CLIA-compliant IGP. Feasibility was assessed by estimating time to results (TTR), prioritising/assigning putative therapeutic targets, assessing drug access, ascertaining germline alterations, and assessing patient preferences/perspectives on data use/reporting. Therapeutic targets were identified using biointelligence/pathway analyses and interpreted by a Genomic Tumour Board. Seventy-five percent of cases harboured 1-3 therapeutically targetable mutations/case (median 79 mutations of potential functional significance/case). Median time to CLIA-validated results was 116 days with CLIA-validation of targets achieved in 21/22 patients. IGP directed treatment was instituted in 13 patients utilising on/off label FDA approved drugs (n = 9), clinical trials (n = 3) and single patient IND (n = 1). Preliminary clinical efficacy was noted in five patients (two partial response, three stable disease). Although barriers to broader application exist, including the need for wider availability of therapies, IGP in a CLIA-framework is feasible and valuable in selection/prioritisation of anti-cancer therapeutic targets.


Assuntos
Testes Diagnósticos de Rotina/métodos , Resistência a Medicamentos , Genômica/métodos , Neoplasias/diagnóstico , Neoplasias/tratamento farmacológico , Humanos , Estudos Prospectivos
4.
Mol Genet Genomic Med ; 3(4): 283-301, 2015 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-26247046

RESUMO

Neuromuscular diseases (NMD) account for a significant proportion of infant and childhood mortality and devastating chronic disease. Determining the specific diagnosis of NMD is challenging due to thousands of unique or rare genetic variants that result in overlapping phenotypes. We present four unique childhood myopathy cases characterized by relatively mild muscle weakness, slowly progressing course, mildly elevated creatine phosphokinase (CPK), and contractures. We also present two additional cases characterized by severe prenatal/neonatal myopathy. Prior extensive genetic testing and histology of these cases did not reveal the genetic etiology of disease. Here, we applied whole exome sequencing (WES) and bioinformatics to identify likely causal pathogenic variants in each pedigree. In two cases, we identified novel pathogenic variants in COL6A3. In a third case, we identified novel likely pathogenic variants in COL6A6 and COL6A3. We identified a novel splice variant in EMD in a fourth case. Finally, we classify two cases as calcium channelopathies with identification of novel pathogenic variants in RYR1 and CACNA1S. These are the first cases of myopathies reported to be caused by variants in COL6A6 and CACNA1S. Our results demonstrate the utility and genetic diagnostic value of WES in the broad class of NMD phenotypes.

5.
PLoS One ; 10(7): e0131797, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-26176221

RESUMO

A 3-year-old female patient presenting with an unknown syndrome of a neonatal progeroid appearance, lipodystrophy, pulmonary hypertension, cutis marmorata, feeding disorder and failure to thrive was investigated by whole-genome sequencing. This revealed a de novo, heterozygous, frame-shift mutation in the Caveolin1 gene (CAV1) (p.Phe160X). Mutations in CAV1, encoding the main component of the caveolae in plasma membranes, cause Berardinelli-Seip congenital lipodystrophy type 3 (BSCL). Although BSCL is recessive, heterozygous carriers either show a reduced phenotype of partial lipodystrophy, pulmonary hypertension, or no phenotype. To investigate the pathogenic mechanisms underlying this syndrome in more depth, we performed next generation RNA sequencing of peripheral blood, which showed several dysregulated pathways in the patient that might be related to the phenotypic progeroid features (apoptosis, DNA repair/replication, mitochondrial). Secondly, we found a significant down-regulation of known Cav1 interaction partners, verifying the dysfunction of CAV1. Other known progeroid genes and lipodystrophy genes were also dysregulated. Next, western blotting of lysates of cultured fibroblasts showed that the patient shows a significantly decreased expression of wild-type CAV1 protein, demonstrating a loss-of-function mutation, though her phenotype is more severe that other heterozygotes with similar mutations. This phenotypic variety could be explained by differences in genetic background. Indications for this are supported by additional rare variants we found in AGPAT2 and LPIN1 lipodystrophy genes. CAV1, AGPAT2 and LPIN1 all play an important role in triacylglycerol (TAG) biosynthesis in adipose tissue, and the defective function in different parts of this pathway, though not all to the same extend, could contribute to a more severe lipoatrophic phenotype in this patient. In conclusion, we report, for the first time, an association of CAV1 dysfunction with a syndrome of severe premature aging and lipodystrophy. This may contribute to a better understanding of the aging process and pathogenic mechanisms that contribute to premature aging.


Assuntos
Caveolina 1/genética , Retardo do Crescimento Fetal/genética , Lipodistrofia Generalizada Congênita/genética , Progéria/genética , Aciltransferases/genética , Pré-Escolar , Códon sem Sentido , Feminino , Retardo do Crescimento Fetal/patologia , Mutação da Fase de Leitura , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Lipodistrofia Generalizada Congênita/patologia , Fenótipo , Fosfatidato Fosfatase/genética , Progéria/patologia , Análise de Sequência de RNA , Índice de Gravidade de Doença
6.
Invest Ophthalmol Vis Sci ; 56(6): 3896-904, 2015 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-26091538

RESUMO

PURPOSE: Aicardi syndrome (AIC) is a congenital neurodevelopmental disorder characterized by infantile spasms, agenesis of the corpus callosum, and chorioretinal lacunae. Variation in phenotype and disease severity is well documented, but chorioretinal lacunae represent the most constant pathological feature. Aicardi syndrome is believed to be an X-linked-dominant disorder occurring almost exclusively in females, although 46, XY males with AIC have been described. The purpose of this study is to identify genetic factors and pathways involved in AIC. METHODS: We performed exome/genome sequencing of 10 children diagnosed with AIC and their parents and performed RNA sequencing on blood samples from nine cases, their parents, and unrelated controls. RESULTS: We identified a de novo mutation in autosomal gene TEAD1, expressed in the retina and brain, in a patient with AIC. Mutations in TEAD1 have previously been associated with Sveinsson's chorioretinal atrophy, characterized by chorioretinal degeneration. This demonstrates that TEAD1 mutations can lead to different chorioretinal complications. In addition, we found that altered expression of genes associated with synaptic plasticity, neuronal development, retinal development, and cell cycle control/apoptosis is an important underlying potential pathogenic mechanism shared among cases. Last, we found a case with skewed X inactivation, supporting the idea that nonrandom X inactivation might be important in AIC. CONCLUSIONS: We expand the phenotype of TEAD1 mutations, demonstrate its importance in chorioretinal complications, and propose the first putative pathogenic mechanisms underlying AIC. Our data suggest that AIC is a genetically heterogeneous disease and is not restricted to the X chromosome, and that TEAD1 mutations may be present in male patients.


Assuntos
Síndrome de Aicardi/genética , Proteínas de Ligação a DNA/genética , Predisposição Genética para Doença/genética , Mutação , Proteínas Nucleares/genética , Fatores de Transcrição/genética , Adulto , Criança , Pré-Escolar , Análise Mutacional de DNA/métodos , Feminino , Perfilação da Expressão Gênica , Humanos , Masculino , Análise de Sequência de DNA , Análise de Sequência de RNA , Fatores de Transcrição de Domínio TEA
7.
Neurobiol Aging ; 36(2): 583-91, 2015 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-25448601

RESUMO

Alzheimer's disease (AD) is characterized by deficits in cerebral metabolic rates of glucose in the posterior cingulate (PC) and precuneus in AD subjects, and in APOEε4 carriers, decades before the onset of measureable cognitive deficits. However, the cellular and molecular basis of this phenotype remains to be clarified. Given the roles of astrocytes in energy storage and brain immunity, we sought to characterize the transcriptome of AD PC astrocytes. Cells were laser capture microdissected from AD (n = 10) and healthy elderly control (n = 10) subjects for RNA sequencing. We generated >5.22 billion reads and compared sequencing data between controls and AD patients. We identified differentially expressed mitochondria-related genes including TRMT61B, FASTKD2, and NDUFA4L2, and using pathway and weighted gene coexpression analyses, we identified differentially expressed immune response genes. A number of these genes, including CLU, C3, and CD74, have been implicated in beta amyloid generation or clearance. These data provide key insights into astrocyte-specific contributions to AD, and we present this data set as a publicly available resource.


Assuntos
Doença de Alzheimer/genética , Doença de Alzheimer/imunologia , Astrócitos/imunologia , Astrócitos/metabolismo , Metabolismo Energético/genética , Expressão Gênica/genética , Imunidade Celular/genética , Mitocôndrias/genética , Mitocôndrias/metabolismo , Idoso , Idoso de 80 Anos ou mais , Doença de Alzheimer/metabolismo , Doença de Alzheimer/patologia , Peptídeos beta-Amiloides/genética , Peptídeos beta-Amiloides/metabolismo , Antígenos de Diferenciação de Linfócitos B/fisiologia , Encéfalo/citologia , Encéfalo/imunologia , Clusterina/fisiologia , Complemento C3/fisiologia , Complexo IV da Cadeia de Transporte de Elétrons/genética , Complexo IV da Cadeia de Transporte de Elétrons/metabolismo , Feminino , Antígenos de Histocompatibilidade Classe II/fisiologia , Humanos , Masculino , Proteínas Serina-Treonina Quinases/genética , Proteínas Serina-Treonina Quinases/metabolismo , Análise de Sequência de RNA , tRNA Metiltransferases/genética , tRNA Metiltransferases/metabolismo
8.
PLoS One ; 9(12): e113036, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-25503791

RESUMO

In females, X chromosome inactivation (XCI) is an epigenetic, gene dosage compensatory mechanism by inactivation of one copy of X in cells. Random XCI of one of the parental chromosomes results in an approximately equal proportion of cells expressing alleles from either the maternally or paternally inherited active X, and is defined by the XCI ratio. Skewed XCI ratio is suggestive of non-random inactivation, which can play an important role in X-linked genetic conditions. Current methods rely on indirect, semi-quantitative DNA methylation-based assay to estimate XCI ratio. Here we report a direct approach to estimate XCI ratio by integrated, family-trio based whole-exome and mRNA sequencing using phase-by-transmission of alleles coupled with allele-specific expression analysis. We applied this method to in silico data and to a clinical patient with mild cognitive impairment but no clear diagnosis or understanding molecular mechanism underlying the phenotype. Simulation showed that phased and unphased heterozygous allele expression can be used to estimate XCI ratio. Segregation analysis of the patient's exome uncovered a de novo, interstitial, 1.7 Mb deletion on Xp22.31 that originated on the paternally inherited X and previously been associated with heterogeneous, neurological phenotype. Phased, allelic expression data suggested an 83∶20 moderately skewed XCI that favored the expression of the maternally inherited, cytogenetically normal X and suggested that the deleterious affect of the de novo event on the paternal copy may be offset by skewed XCI that favors expression of the wild-type X. This study shows the utility of integrated sequencing approach in XCI ratio estimation.


Assuntos
Cromossomos Humanos X/genética , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Doenças do Sistema Nervoso/genética , RNA Mensageiro/análise , Análise de Sequência de RNA/métodos , Inativação do Cromossomo X , Adolescente , Desequilíbrio Alélico , Criança , Simulação por Computador , Exoma , Feminino , Humanos , Deleção de Sequência , Adulto Jovem
9.
BMC Med Genomics ; 7: 36, 2014 Jun 18.
Artigo em Inglês | MEDLINE | ID: mdl-24943349

RESUMO

BACKGROUND: The outcome of patients with metastatic colorectal carcinoma (mCRC) following first line therapy is poor, with median survival of less than one year. The purpose of this study was to identify candidate therapeutically targetable somatic events in mCRC patient samples by whole genome sequencing (WGS), so as to obtain targeted treatment strategies for individual patients. METHODS: Four patients were recruited, all of whom had received > 2 prior therapy regimens. Percutaneous needle biopsies of metastases were performed with whole blood collection for the extraction of constitutional DNA. One tumor was not included in this study as the quality of tumor tissue was not sufficient for further analysis. WGS was performed using Illumina paired end chemistry on HiSeq2000 sequencing systems, which yielded coverage of greater than 30X for all samples. NGS data were processed and analyzed to detect somatic genomic alterations including point mutations, indels, copy number alterations, translocations and rearrangements. RESULTS: All 3 tumor samples had KRAS mutations, while 2 tumors contained mutations in the APC gene and the PIK3CA gene. Although we did not identify a TCF7L2-VTI1A translocation, we did detect a TCF7L2 mutation in one tumor. Among the other interesting mutated genes was INPPL1, an important gene involved in PI3 kinase signaling. Functional studies demonstrated that inhibition of INPPL1 reduced growth of CRC cells, suggesting that INPPL1 may promote growth in CRC. CONCLUSIONS: Our study further supports potential molecularly defined therapeutic contexts that might provide insights into treatment strategies for refractory mCRC. New insights into the role of INPPL1 in colon tumor cell growth have also been identified. Continued development of appropriate targeted agents towards specific events may be warranted to help improve outcomes in CRC.


Assuntos
Neoplasias Colorretais/tratamento farmacológico , Neoplasias Colorretais/genética , Predisposição Genética para Doença , Genoma Humano/genética , Terapia de Alvo Molecular , Mutação/genética , Análise de Sequência de DNA , Idoso , Western Blotting , Proliferação de Células , Neoplasias Colorretais/patologia , Variações do Número de Cópias de DNA/genética , Inativação Gênica , Células HCT116 , Células HEK293 , Humanos , Mutação INDEL/genética , Masculino , Pessoa de Meia-Idade , Metástase Neoplásica , Fosfatidilinositol 3-Quinases/metabolismo , Fosfatidilinositol-3,4,5-Trifosfato 5-Fosfatases , Monoéster Fosfórico Hidrolases/genética , Polimorfismo de Nucleotídeo Único/genética , Proteínas Proto-Oncogênicas/genética , Proteínas Proto-Oncogênicas p21(ras) , RNA Interferente Pequeno/metabolismo , Transdução de Sinais/genética , Proteínas ras/genética
10.
PLoS Genet ; 10(2): e1004135, 2014 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-24550739

RESUMO

Advanced cholangiocarcinoma continues to harbor a difficult prognosis and therapeutic options have been limited. During the course of a clinical trial of whole genomic sequencing seeking druggable targets, we examined six patients with advanced cholangiocarcinoma. Integrated genome-wide and whole transcriptome sequence analyses were performed on tumors from six patients with advanced, sporadic intrahepatic cholangiocarcinoma (SIC) to identify potential therapeutically actionable events. Among the somatic events captured in our analysis, we uncovered two novel therapeutically relevant genomic contexts that when acted upon, resulted in preliminary evidence of anti-tumor activity. Genome-wide structural analysis of sequence data revealed recurrent translocation events involving the FGFR2 locus in three of six assessed patients. These observations and supporting evidence triggered the use of FGFR inhibitors in these patients. In one example, preliminary anti-tumor activity of pazopanib (in vitro FGFR2 IC50≈350 nM) was noted in a patient with an FGFR2-TACC3 fusion. After progression on pazopanib, the same patient also had stable disease on ponatinib, a pan-FGFR inhibitor (in vitro, FGFR2 IC50≈8 nM). In an independent non-FGFR2 translocation patient, exome and transcriptome analysis revealed an allele specific somatic nonsense mutation (E384X) in ERRFI1, a direct negative regulator of EGFR activation. Rapid and robust disease regression was noted in this ERRFI1 inactivated tumor when treated with erlotinib, an EGFR kinase inhibitor. FGFR2 fusions and ERRFI mutations may represent novel targets in sporadic intrahepatic cholangiocarcinoma and trials should be characterized in larger cohorts of patients with these aberrations.


Assuntos
Neoplasias dos Ductos Biliares/tratamento farmacológico , Colangiocarcinoma/tratamento farmacológico , Receptores ErbB/metabolismo , Receptor Tipo 2 de Fator de Crescimento de Fibroblastos/genética , Transdução de Sinais/genética , Neoplasias dos Ductos Biliares/genética , Neoplasias dos Ductos Biliares/patologia , Ductos Biliares Intra-Hepáticos/patologia , Linhagem Celular Tumoral , Colangiocarcinoma/genética , Colangiocarcinoma/patologia , Receptores ErbB/antagonistas & inibidores , Receptores ErbB/genética , Cloridrato de Erlotinib , Genoma Humano , Humanos , Imidazóis/administração & dosagem , Indazóis , Terapia de Alvo Molecular , Mutação , Prognóstico , Inibidores de Proteínas Quinases , Piridazinas/administração & dosagem , Pirimidinas/administração & dosagem , Quinazolinas/administração & dosagem , Receptor Tipo 2 de Fator de Crescimento de Fibroblastos/antagonistas & inibidores , Receptor Tipo 2 de Fator de Crescimento de Fibroblastos/metabolismo , Sulfonamidas/administração & dosagem , Transcriptoma
11.
Int J Gynecol Cancer ; 24(2): 329-38, 2014 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-24418928

RESUMO

OBJECTIVE: Integration of carcinogenic human papillomaviruses (HPVs) into the host genome is a significant tumorigenic factor in specific cancers including cervical carcinoma. Although major strides have been made with respect to HPV diagnosis and prevention, identification and development of efficacious treatments for cervical cancer patients remains a goal and thus requires additional detailed characterization of both somatic events and HPV integration. Given this need, the goal of this study was to use the next generation sequencing to simultaneously evaluate somatic alterations and expression changes in a patient's cervical squamous carcinoma lesion metastatic to the lung and to detect and analyze HPV infection in the same sample. MATERIALS AND METHODS: We performed tumor and normal exome, tumor and normal shallow whole-genome sequencing, and RNA sequencing of the patient's lung metastasis. RESULTS: We generated over 1.2 billion mapped reads and identified 130 somatic point mutations and indels, 21 genic translocations, 16 coding regions demonstrating copy number changes, and over 36 genes demonstrating altered expression in the tumor (corrected P < 0.05). Sequencing also revealed the HPV type 18 (HPV-18) integration in the metastasis. Using both DNA and RNA reads, we pinpointed 3 major events indicating HPV-18 integration into an intronic region of chromosome 6p25.1 in the patient's tumor and validated these events with Sanger sequencing. This integration site has not been reported for HPV-18. CONCLUSIONS: We demonstrate that DNA and RNA sequencing can be used to concurrently characterize somatic alterations and expression changes in a biopsy and delineate HPV integration at base resolution in cervical cancer. Further sequencing will allow us to better understand the molecular basis of cervical cancer pathogenesis.


Assuntos
Carcinoma de Células Escamosas/virologia , Papillomavirus Humano 18/fisiologia , Neoplasias Pulmonares/virologia , Neoplasias do Colo do Útero/virologia , Integração Viral , Biópsia , Carcinoma de Células Escamosas/secundário , Exoma , Feminino , Perfilação da Expressão Gênica , Genes Virais , Genoma Humano , Papillomavirus Humano 18/isolamento & purificação , Humanos , Neoplasias Pulmonares/secundário , Análise de Sequência de DNA , Análise de Sequência de RNA , Neoplasias do Colo do Útero/patologia
12.
Nucleic Acids Res ; 42(2): e8, 2014 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-24071583

RESUMO

As next-generation sequencing continues to have an expanding presence in the clinic, the identification of the most cost-effective and robust strategy for identifying copy number changes and translocations in tumor genomes is needed. We hypothesized that performing shallow whole genome sequencing (WGS) of 900-1000-bp inserts (long insert WGS, LI-WGS) improves our ability to detect these events, compared with shallow WGS of 300-400-bp inserts. A priori analyses show that LI-WGS requires less sequencing compared with short insert WGS to achieve a target physical coverage, and that LI-WGS requires less sequence coverage to detect a heterozygous event with a power of 0.99. We thus developed an LI-WGS library preparation protocol based off of Illumina's WGS library preparation protocol and illustrate the feasibility of performing LI-WGS. We additionally applied LI-WGS to three separate tumor/normal DNA pairs collected from patients diagnosed with different cancers to demonstrate our application of LI-WGS on actual patient samples for identification of somatic copy number alterations and translocations. With the evolution of sequencing technologies and bioinformatics analyses, we show that modifications to current approaches may improve our ability to interrogate cancer genomes.


Assuntos
Variações do Número de Cópias de DNA , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Neoplasias/genética , Análise de Sequência de DNA/métodos , Translocação Genética , Biblioteca Gênica , Genoma Humano , Genômica/métodos , Humanos
13.
PLoS One ; 8(10): e76438, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-24204627

RESUMO

PURPOSE: New anticancer agents that target a single cell surface receptor, up-regulated or amplified gene product, or mutated gene, have met with some success in treating advanced cancers. However, patients' tumors still eventually progress on these therapies. If it were possible to identify a larger number of targetable vulnerabilities in an individual's tumor, multiple targets could be exploited with the use of specific therapeutic agents, thus possibly giving the patient viable therapeutic alternatives. EXPERIMENTAL DESIGN: In this exploratory study, we used next-generation sequencing technologies (NGS) including whole genome sequencing (WGS), and where feasible, whole transcriptome sequencing (WTS) to identify genomic events and associated expression changes in advanced cancer patients. RESULTS: WGS on paired tumor and normal samples from nine advanced cancer patients and WTS on six of these patients' tumors was completed. One patient's treatment was based on targets and pathways identified by NGS and the patient had a short-lived PET/CT response with a significant reduction in his tumor-related pain. To design treatment plans based on information garnered from NGS, several challenges were encountered: NGS reporting delays, communication of results to out-of-state participants and their treating oncologists, and chain of custody handling for fresh biopsy samples for Clinical Laboratory Improvement Amendments (CLIA) target validation. CONCLUSION: While the initial effort was a slower process than anticipated due to a variety of issues, we demonstrate the feasibility of using NGS in advanced cancer patients so that treatments for patients with progressing tumors may be improved.


Assuntos
Neoplasias/genética , Neoplasias/patologia , Adulto , Idoso , Variações do Número de Cópias de DNA , Feminino , Fluordesoxiglucose F18 , Perfilação da Expressão Gênica , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Masculino , Pessoa de Meia-Idade , Metástase Neoplásica , Estadiamento de Neoplasias , Neoplasias/diagnóstico , Neoplasias/terapia , Projetos Piloto , Tomografia por Emissão de Pósitrons , Tomografia Computadorizada por Raios X , Transcriptoma , Adulto Jovem
14.
Hum Mol Genet ; 22(17): 3534-46, 2013 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-23666530

RESUMO

Multiple research groups have observed neuropathological phenotypes and molecular symptoms in vitro using induced pluripotent stem cell (iPSC)-derived neural cell cultures (i.e. patient-specific neurons and glia). However, the global differences/similarities that may exist between in vitro neural cells and their tissue-derived counterparts remain largely unknown. In this study, we compared temporal series of iPSC-derived in vitro neural cell cultures to endogenous brain tissue from the same autopsy donor. Specifically, we utilized RNA sequencing (RNA-Seq) to evaluate the transcriptional progression of in vitro-differentiated neural cells (over a timecourse of 0, 35, 70, 105 and 140 days), and compared this with donor-identical temporal lobe tissue. We observed in vitro progression towards the reference brain tissue, and the following three results support this conclusion: (i) there was a significant increasing monotonic correlation between the days of our timecourse and the number of actively transcribed protein-coding genes and long intergenic non-coding RNAs (lincRNAs) (P < 0.05), consistent with the transcriptional complexity of the brain; (ii) there was an increase in CpG methylation after neural differentiation that resembled the epigenomic signature of the endogenous tissue; and (iii) there was a significant decreasing monotonic correlation between the days of our timecourse and the percent of in vitro to brain-tissue differences (P < 0.05) for tissue-specific protein-coding genes and all putative lincRNAs. Taken together, these results are consistent with in vitro neural development and physiological progression occurring predominantly by transcriptional activation of downregulated genes rather than deactivation of upregulated genes.


Assuntos
Encéfalo/citologia , Encéfalo/metabolismo , Células-Tronco Pluripotentes Induzidas/fisiologia , Células-Tronco Neurais/fisiologia , Neurogênese , Neurônios/fisiologia , Idoso , Células Cultivadas , Ilhas de CpG , Metilação de DNA , Humanos , Células-Tronco Pluripotentes Induzidas/citologia , Masculino , Células-Tronco Neurais/citologia , Neurogênese/genética , Neurônios/citologia , Neurônios/metabolismo , Especificidade de Órgãos/genética , RNA Longo não Codificante/genética , Ativação Transcricional
16.
Mol Cancer Ther ; 12(1): 104-16, 2013 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-23171949

RESUMO

Triple-negative breast cancer (TNBC) is characterized by the absence of expression of estrogen receptor, progesterone receptor, and HER-2. Thirty percent of patients recur after first-line treatment, and metastatic TNBC (mTNBC) has a poor prognosis with median survival of one year. Here, we present initial analyses of whole genome and transcriptome sequencing data from 14 prospective mTNBC. We have cataloged the collection of somatic genomic alterations in these advanced tumors, particularly those that may inform targeted therapies. Genes mutated in multiple tumors included TP53, LRP1B, HERC1, CDH5, RB1, and NF1. Notable genes involved in focal structural events were CTNNA1, PTEN, FBXW7, BRCA2, WT1, FGFR1, KRAS, HRAS, ARAF, BRAF, and PGCP. Homozygous deletion of CTNNA1 was detected in 2 of 6 African Americans. RNA sequencing revealed consistent overexpression of the FOXM1 gene when tumor gene expression was compared with nonmalignant breast samples. Using an outlier analysis of gene expression comparing one cancer with all the others, we detected expression patterns unique to each patient's tumor. Integrative DNA/RNA analysis provided evidence for deregulation of mutated genes, including the monoallelic expression of TP53 mutations. Finally, molecular alterations in several cancers supported targeted therapeutic intervention on clinical trials with known inhibitors, particularly for alterations in the RAS/RAF/MEK/ERK and PI3K/AKT/mTOR pathways. In conclusion, whole genome and transcriptome profiling of mTNBC have provided insights into somatic events occurring in this difficult to treat cancer. These genomic data have guided patients to investigational treatment trials and provide hypotheses for future trials in this irremediable cancer.


Assuntos
Neoplasias da Mama/genética , Transcriptoma , Adulto , Neoplasias da Mama/tratamento farmacológico , Neoplasias da Mama/metabolismo , Neoplasias da Mama/patologia , Cromossomos Humanos Par 7 , Análise Mutacional de DNA , Feminino , Proteína Forkhead Box M1 , Fatores de Transcrição Forkhead/genética , Fatores de Transcrição Forkhead/metabolismo , Expressão Gênica , Genes Neoplásicos , Genoma Humano , Estudo de Associação Genômica Ampla , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Pessoa de Meia-Idade , Terapia de Alvo Molecular , Metástase Neoplásica , Estudos Prospectivos , Receptor ErbB-2/metabolismo , Receptores de Estrogênio/metabolismo , Receptores de Progesterona/metabolismo , Análise de Sequência de RNA , Deleção de Sequência , Transdução de Sinais , Resultado do Tratamento , Proteína Supressora de Tumor p53/genética , alfa Catenina/genética
17.
PLoS One ; 7(10): e43192, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-23071490

RESUMO

Pancreatic adenocarcinoma (PAC) is among the most lethal malignancies. While research has implicated multiple genes in disease pathogenesis, identification of therapeutic leads has been difficult and the majority of currently available therapies provide only marginal benefit. To address this issue, our goal was to genomically characterize individual PAC patients to understand the range of aberrations that are occurring in each tumor. Because our understanding of PAC tumorigenesis is limited, evaluation of separate cases may reveal aberrations, that are less common but may provide relevant information on the disease, or that may represent viable therapeutic targets for the patient. We used next generation sequencing to assess global somatic events across 3 PAC patients to characterize each patient and to identify potential targets. This study is the first to report whole genome sequencing (WGS) findings in paired tumor/normal samples collected from 3 separate PAC patients. We generated on average 132 billion mappable bases across all patients using WGS, and identified 142 somatic coding events including point mutations, insertion/deletions, and chromosomal copy number variants. We did not identify any significant somatic translocation events. We also performed RNA sequencing on 2 of these patients' tumors for which tumor RNA was available to evaluate expression changes that may be associated with somatic events, and generated over 100 million mapped reads for each patient. We further performed pathway analysis of all sequencing data to identify processes that may be the most heavily impacted from somatic and expression alterations. As expected, the KRAS signaling pathway was the most heavily impacted pathway (P<0.05), along with tumor-stroma interactions and tumor suppressive pathways. While sequencing of more patients is needed, the high resolution genomic and transcriptomic information we have acquired here provides valuable information on the molecular composition of PAC and helps to establish a foundation for improved therapeutic selection.


Assuntos
Adenocarcinoma/genética , Genoma Humano , Neoplasias Pancreáticas/genética , Proteína BRCA2/genética , Sequência de Bases , Reparo do DNA/genética , Feminino , Dosagem de Genes , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Masculino , Redes e Vias Metabólicas/genética , Proteínas Proto-Oncogênicas/genética , Proteínas Proto-Oncogênicas c-myc/genética , Proteínas Proto-Oncogênicas p21(ras) , Análise de Sequência de RNA , Transcriptoma , Proteína Supressora de Tumor p53/genética , Proteínas ras/genética
18.
PLoS One ; 7(5): e37029, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-22649506

RESUMO

BACKGROUND: Olfactory neuroblastoma (ONB) is a rare cancer of the sinonasal tract with little molecular characterization. We performed whole genome sequencing (WGS) on paired normal and tumor DNA from a patient with metastatic-ONB to identify the somatic alterations that might be drivers of tumorigenesis and/or metastatic progression. METHODOLOGY/PRINCIPAL FINDINGS: Genomic DNA was isolated from fresh frozen tissue from a metastatic lesion and whole blood, followed by WGS at >30X depth, alignment and mapping, and mutation analyses. Sanger sequencing was used to confirm selected mutations. Sixty-two somatic short nucleotide variants (SNVs) and five deletions were identified inside coding regions, each causing a non-synonymous DNA sequence change. We selected seven SNVs and validated them by Sanger sequencing. In the metastatic ONB samples collected several months prior to WGS, all seven mutations were present. However, in the original surgical resection specimen (prior to evidence of metastatic disease), mutations in KDR, MYC, SIN3B, and NLRC4 genes were not present, suggesting that these were acquired with disease progression and/or as a result of post-treatment effects. CONCLUSIONS/SIGNIFICANCE: This work provides insight into the evolution of ONB cancer cells and provides a window into the more complex factors, including tumor clonality and multiple driver mutations.


Assuntos
Estesioneuroblastoma Olfatório/genética , Variação Genética , Genoma/genética , Cavidade Nasal , Metástase Neoplásica/genética , Neoplasias Nasais/genética , Adulto , Sequência de Bases , Variações do Número de Cópias de DNA , Biblioteca Gênica , Genes Neoplásicos/genética , Humanos , Masculino , Dados de Sequência Molecular , Mutação/genética , Polimorfismo de Nucleotídeo Único , Análise de Sequência de DNA
19.
Blood ; 120(5): 1060-6, 2012 Aug 02.
Artigo em Inglês | MEDLINE | ID: mdl-22529291

RESUMO

The longitudinal evolution of a myeloma genome from diagnosis to plasma cell leukemia has not previously been reported. We used whole-genome sequencing (WGS) on 4 purified tumor samples and patient germline DNA drawn over a 5-year period in a t(4;14) multiple myeloma patient. Tumor samples were acquired at diagnosis, first relapse, second relapse, and end-stage secondary plasma cell leukemia (sPCL). In addition to the t(4;14), all tumor time points also shared 10 common single-nucleotide variants (SNVs) on WGS comprising shared initiating events. Interestingly, we observed genomic sequence variants that waxed and waned with time in progressive tumors, suggesting the presence of multiple independent, yet related, clones at diagnosis that rose and fell in dominance. Five newly acquired SNVs, including truncating mutations of RB1 and ZKSCAN3, were observed only in the final sPCL sample suggesting leukemic transformation events. This longitudinal WGS characterization of the natural history of a high-risk myeloma patient demonstrated tumor heterogeneity at diagnosis with shifting dominance of tumor clones over time and has also identified potential mutations contributing to myelomagenesis as well as transformation from myeloma to overt extramedullary disease such as sPCL.


Assuntos
Transformação Celular Neoplásica/genética , Evolução Clonal/genética , Leucemia Plasmocitária/genética , Mieloma Múltiplo/genética , Análise de Sequência de DNA , Idoso , Aberrações Cromossômicas , Cromossomos Humanos Par 14 , Cromossomos Humanos Par 4 , Evolução Clonal/fisiologia , Hibridização Genômica Comparativa , Progressão da Doença , Feminino , Seguimentos , Genoma Humano/genética , Humanos , Leucemia Plasmocitária/diagnóstico , Mieloma Múltiplo/diagnóstico , Recidiva , Análise de Sequência de DNA/métodos
20.
Methods Mol Biol ; 700: 89-104, 2011.
Artigo em Inglês | MEDLINE | ID: mdl-21204029

RESUMO

To date, genome-wide association (GWA) studies, in which thousands of markers throughout the genome are simultaneously genotyped, have identified hundreds of loci underlying disease susceptibility. These regions typically span 5-100 kb, and resequencing efforts to identify potential functional variants within these loci represent the next logical step in the genetic characterization pipeline. Next-generation DNA sequencing technologies are, in principle, well-suited for this task, yet despite the massive sequencing capability afforded by these platforms, the present-day reality is that it remains difficult, time-consuming, and expensive to resequence large numbers of samples across moderately sized genomic regions. To address this obstacle, we developed a generalized framework for multiplexed resequencing of targeted regions of the human genome on the Illumina Genome Analyzer using degenerate, indexed DNA sequence barcodes ligated to fragmented DNA prior to sequencing. Using this method, the DNA of multiple individuals can be simultaneously sequenced at several regions. We find that achieving adequate coverage is one of the most important factors in the design of an experiment, but other key considerations include whether the objective is to discover genetic variants for genotyping later by a separate method, to genotype all identified variants by sequencing, or to exhaustively identify all common and rare variants in the region. Given the massive bandwidth of next-generation sequencing technologies and their low inherent throughput in terms of sequencing arrays per week, multiplexed sequencing using the barcoding approach offers a clear mechanism for focusing bandwidth to a smaller region across many more individuals or samples.


Assuntos
Processamento Eletrônico de Dados , Estudo de Associação Genômica Ampla/métodos , Análise de Sequência de DNA/métodos , Humanos , Reação em Cadeia da Polimerase
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