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1.
Clin Transl Sci ; 14(4): 1490-1504, 2021 07.
Artigo em Inglês | MEDLINE | ID: mdl-33742760

RESUMO

Vincristine (VCR) is one of the most widely prescribed medications for treating solid tumors and acute lymphoblastic leukemia (ALL) in children and adults. However, its major dose-limiting toxicity is peripheral neuropathy that can disrupt curative therapy. Peripheral neuropathy can also persist into adulthood, compromising quality of life of childhood cancer survivors. Reducing VCR-induced neurotoxicity without compromising its anticancer effects would be ideal. Here, we show that low expression of NHP2L1 is associated with increased sensitivity of primary leukemia cells to VCR, and that concomitant administration of VCR with inhibitors of NHP2L1 increases VCR cytotoxicity in leukemia cells, prolongs survival of ALL xenograft mice, but decreases VCR effects on human-induced pluripotent stem cell-derived neurons and mitigates neurotoxicity in mice. These findings offer a strategy for increasing VCR's antileukemic effects while reducing peripheral neuropathy in patients treated with this widely prescribed medication.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/farmacologia , Doenças do Sistema Nervoso Periférico/prevenção & controle , Leucemia-Linfoma Linfoblástico de Células Precursoras/tratamento farmacológico , Ribonucleoproteínas Nucleares Pequenas/antagonistas & inibidores , Vincristina/efeitos adversos , Adolescente , Animais , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Células Cultivadas , Criança , Resistencia a Medicamentos Antineoplásicos/genética , Feminino , Regulação Leucêmica da Expressão Gênica , Técnicas de Silenciamento de Genes , Humanos , Células-Tronco Pluripotentes Induzidas , Masculino , Camundongos , Neurônios , Doenças do Sistema Nervoso Periférico/induzido quimicamente , Leucemia-Linfoma Linfoblástico de Células Precursoras/patologia , Cultura Primária de Células , Ribonucleoproteínas Nucleares Pequenas/genética , Ribonucleoproteínas Nucleares Pequenas/metabolismo , Vincristina/uso terapêutico , Ensaios Antitumorais Modelo de Xenoenxerto , Adulto Jovem
2.
Sci Rep ; 8(1): 733, 2018 01 15.
Artigo em Inglês | MEDLINE | ID: mdl-29335598

RESUMO

Pemetrexed is indicated for non-small cell lung carcinoma and mesothelioma, but often has limited efficacy due to drug resistance. To probe the molecular mechanisms underlying chemotherapeutic response, we performed mRNA and microRNA (miRNA) expression profiling of pemetrexed treated and untreated lymphoblastoid cell lines (LCLs) and applied a hierarchical Bayesian method. We identified genetic variation associated with gene expression in human lung tissue for the most significant differentially expressed genes (Benjamini-Hochberg [BH] adjusted p < 0.05) using the Genotype-Tissue Expression data and found evidence for their clinical relevance using integrated molecular profiling and lung adenocarcinoma survival data from The Cancer Genome Atlas project. We identified 39 miRNAs with significant differential expression (BH adjusted p < 0.05) in LCLs. We developed a gene expression based imputation model of drug sensitivity, quantified its prediction performance, and found a significant correlation of the imputed phenotype generated from expression data with survival time in lung adenocarcinoma patients. Differentially expressed genes (MTHFD2 and SUFU) that are putative targets of differentially expressed miRNAs also showed differential perturbation in A549 fusion lung tumor cells with further replication in A549 cells. Our study suggests pemetrexed may be used in combination with agents that target miRNAs to increase its cytotoxicity.


Assuntos
Adenocarcinoma/tratamento farmacológico , Antineoplásicos/farmacologia , Regulação da Expressão Gênica/efeitos dos fármacos , Neoplasias Pulmonares/tratamento farmacológico , Linfócitos/efeitos dos fármacos , MicroRNAs/metabolismo , Pemetrexede/farmacologia , Adenocarcinoma de Pulmão , Linhagem Celular Tumoral , Resistência a Medicamentos , Células Epiteliais/efeitos dos fármacos , Perfilação da Expressão Gênica , Humanos , Modelos Biológicos
3.
Stem Cell Res ; 22: 79-88, 2017 07.
Artigo em Inglês | MEDLINE | ID: mdl-28645005

RESUMO

The generation of induced pluripotent stem cells (iPSCs) and differentiation to cells composing major organs has opened up the possibility for a new model system to study adverse toxicities associated with chemotherapy. Therefore, we used human iPSC-derived neurons to study peripheral neuropathy, one of the most common adverse effects of chemotherapy and cause for dose reduction. To determine the utility of these neurons in investigating the effects of neurotoxic chemotherapy, we measured morphological differences in neurite outgrowth, cell viability as determined by ATP levels and apoptosis through measures of caspase 3/7 activation following treatment with clinically relevant concentrations of platinating agents (cisplatin, oxaliplatin and carboplatin), taxanes (paclitaxel, docetaxel and nab-paclitaxel), a targeted proteasome inhibitor (bortezomib), an antiangiogenic compound (thalidomide), and 5-fluorouracil, a chemotherapeutic that does not cause neuropathy. We demonstrate differential sensitivity of neurons to mechanistically distinct classes of chemotherapeutics. We also show a dose-dependent reduction of electrical activity as measured by mean firing rate of the neurons following treatment with paclitaxel. We compared neurite outgrowth and cell viability of iPSC-derived cortical (iCell® Neurons) and peripheral (Peri.4U) neurons to cisplatin, paclitaxel and vincristine. Goshajinkigan, a Japanese herbal neuroprotectant medicine, was protective against paclitaxel-induced neurotoxicity but not oxaliplatin as measured by morphological phenotypes. Thus, we have demonstrated the utility of human iPSC-derived neurons as a useful model to distinguish drug class differences and for studies of a potential neuroprotectant for the prevention of chemotherapy-induced peripheral neuropathy.


Assuntos
Células-Tronco Pluripotentes Induzidas/metabolismo , Neurônios/metabolismo , Doenças do Sistema Nervoso Periférico/genética , Diferenciação Celular , Humanos , Células-Tronco Pluripotentes Induzidas/citologia , Neurônios/citologia , Doenças do Sistema Nervoso Periférico/metabolismo
4.
Stem Cell Res ; 16(1): 140-8, 2016 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-26774046

RESUMO

Differentiated cells retain the genetic information of the donor but the extent to which phenotypic differences between donors or batches of differentiated cells are explained by variation introduced during the differentiation process is not fully understood. In this study, we evaluated four separate batches of commercially available neurons originating from the same iPSCs to investigate whether the differentiation process used in manufacturing iPSCs to neurons affected genome-wide gene expression and modified cytosines, or neuronal sensitivity to drugs. No significant changes in gene expression, as measured by RNA-Seq, or cytosine modification levels, as measured by the Illumina 450K arrays, were observed between batches relative to changes over time. As expected, neurotoxic chemotherapeutics affected neuronal outgrowth, but no inter-batch differences were observed in sensitivity to paclitaxel, vincristine and cisplatin. As a testament to the utility of the model for studies of neuropathy, we observed that genes involved in neuropathy had relatively higher expression levels in these samples across different time points. Our results suggest that the process used to differentiate iPSCs into neurons is consistent, resulting in minimal intra-individual variability across batches. Therefore, this model is reasonable for studies of human neuropathy, druggable targets to prevent neuropathy, and other neurological diseases.


Assuntos
Neurônios/citologia , Antineoplásicos/toxicidade , Diferenciação Celular , Sobrevivência Celular/efeitos dos fármacos , Células Cultivadas , Cisplatino/toxicidade , Humanos , Células-Tronco Pluripotentes Induzidas/citologia , Células-Tronco Pluripotentes Induzidas/metabolismo , Neurônios/metabolismo , Paclitaxel , Análise de Sequência de RNA , Transcriptoma/efeitos dos fármacos , Vincristina/toxicidade
5.
Clin Cancer Res ; 21(19): 4337-46, 2015 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-26015512

RESUMO

PURPOSE: Paclitaxel is used worldwide in the treatment of breast, lung, ovarian, and other cancers. Sensory peripheral neuropathy is an associated adverse effect that cannot be predicted, prevented, or mitigated. To better understand the contribution of germline genetic variation to paclitaxel-induced peripheral neuropathy, we undertook an integrative approach that combines genome-wide association study (GWAS) data generated from HapMap lymphoblastoid cell lines (LCL) and Asian patients. METHODS: GWAS was performed with paclitaxel-induced cytotoxicity generated in 363 LCLs and with paclitaxel-induced neuropathy from 145 Asian patients. A gene-based approach was used to identify overlapping genes and compare with a European clinical cohort of paclitaxel-induced neuropathy. Neurons derived from human-induced pluripotent stem cells were used for functional validation of candidate genes. RESULTS: SNPs near AIPL1 were significantly associated with paclitaxel-induced cytotoxicity in Asian LCLs (P < 10(-6)). Decreased expression of AIPL1 resulted in decreased sensitivity of neurons to paclitaxel by inducing neurite morphologic changes as measured by increased relative total outgrowth, number of processes and mean process length. Using a gene-based analysis, there were 32 genes that overlapped between Asian LCL cytotoxicity and Asian patient neuropathy (P < 0.05), including BCR. Upon BCR knockdown, there was an increase in neuronal sensitivity to paclitaxel as measured by neurite morphologic characteristics. CONCLUSIONS: We identified genetic variants associated with Asian paclitaxel-induced cytotoxicity and functionally validated the AIPL1 and BCR in a neuronal cell model. Furthermore, the integrative pharmacogenomics approach of LCL/patient GWAS may help prioritize target genes associated with chemotherapeutic-induced peripheral neuropathy.


Assuntos
Antineoplásicos Fitogênicos/efeitos adversos , Paclitaxel/efeitos adversos , Doenças do Sistema Nervoso Periférico/etiologia , Farmacogenética , Proteínas Adaptadoras de Transdução de Sinal , Antineoplásicos Fitogênicos/farmacologia , Proteínas de Transporte/genética , Linhagem Celular Tumoral , Sobrevivência Celular/efeitos dos fármacos , RNA Helicases DEAD-box/genética , Proteínas do Olho/genética , Estudo de Associação Genômica Ampla , Humanos , Células-Tronco Pluripotentes Induzidas/citologia , Proteínas de Neoplasias/genética , Neurônios/citologia , Neurônios/efeitos dos fármacos , Neurônios/metabolismo , Paclitaxel/farmacologia , Farmacogenética/métodos , Polimorfismo de Nucleotídeo Único , Proteínas Proto-Oncogênicas c-bcr/genética
6.
JAMA ; 313(8): 815-23, 2015 Feb 24.
Artigo em Inglês | MEDLINE | ID: mdl-25710658

RESUMO

IMPORTANCE: With cure rates of childhood acute lymphoblastic leukemia (ALL) exceeding 85%, there is a need to mitigate treatment toxicities that can compromise quality of life, including peripheral neuropathy from vincristine treatment. OBJECTIVE: To identify genetic germline variants associated with the occurrence or severity of vincristine-induced peripheral neuropathy in children with ALL. DESIGN, SETTING, AND PARTICIPANTS: Genome-wide association study of patients in 1 of 2 prospective clinical trials for childhood ALL that included treatment with 36 to 39 doses of vincristine. Genome-wide single-nucleotide polymorphism (SNP) analysis and vincristine-induced peripheral neuropathy were assessed in 321 patients from whom DNA was available: 222 patients (median age, 6.0 years; range, 0.1-18.8 years) enrolled in 1994-1998 in the St Jude Children's Research Hospital protocol Total XIIIB with toxic effects follow-up through January 2001, and 99 patients (median age, 11.4 years; range, 3.0-23.8 years) enrolled in 2007-2010 in the Children's Oncology Group (COG) protocol AALL0433 with toxic effects follow-up through May 2011. Human leukemia cells and induced pluripotent stem cell neurons were used to assess the effects of lower CEP72 expression on vincristine sensitivity. EXPOSURE: Treatment with vincristine at a dose of 1.5 or 2.0 mg/m2. MAIN OUTCOMES AND MEASURES: Vincristine-induced peripheral neuropathy was assessed at clinic visits using National Cancer Institute criteria and prospectively graded as mild (grade 1), moderate (grade 2), serious/disabling (grade 3), or life threatening (grade 4). RESULTS: Grade 2 to 4 vincristine-induced neuropathy during continuation therapy occurred in 28.8% of patients (64/222) in the St Jude cohort and in 22.2% (22/99) in the COG cohort. A SNP in the promoter region of the CEP72 gene, which encodes a centrosomal protein involved in microtubule formation, had a significant association with vincristine neuropathy (meta-analysis P = 6.3×10(-9)). This SNP had a minor allele frequency of 37% (235/642), with 50 of 321 patients (16%; 95% CI, 11.6%-19.5%) homozygous for the risk allele (TT at rs924607). Among patients with the high-risk CEP72 genotype (TT at rs924607), 28 of 50 (56%; 95% CI, 41.2%-70.0%) developed at least 1 episode of grade 2 to 4 neuropathy, a higher rate than in patients with the CEP72 CC or CT genotypes (58/271 patients [21.4%; 95% CI, 16.9%-26.7%]; P = 2.4×10(-6)). The severity of neuropathy was greater in patients homozygous for the TT genotype compared with patients with the CC or CT genotype (2.4-fold by Poisson regression [P<.0001] and 2.7-fold based on mean grade of neuropathy: 1.23 [95% CI, 0.74-1.72] vs 0.45 [95% CI, 0.3-0.6]; P = .004 by t test). Reducing CEP72 expression in human neurons and leukemia cells increased their sensitivity to vincristine. CONCLUSIONS AND RELEVANCE: In this preliminary study of children with ALL, an inherited polymorphism in the promoter region of CEP72 was associated with increased risk and severity of vincristine-related peripheral neuropathy. If replicated in additional populations, this finding may provide a basis for safer dosing of this widely prescribed anticancer agent.


Assuntos
Antineoplásicos Fitogênicos/efeitos adversos , Proteínas Associadas aos Microtúbulos/genética , Doenças do Sistema Nervoso Periférico/genética , Polimorfismo de Nucleotídeo Único , Leucemia-Linfoma Linfoblástico de Células Precursoras/tratamento farmacológico , Vincristina/efeitos adversos , Adolescente , Antineoplásicos Fitogênicos/administração & dosagem , Criança , Pré-Escolar , Feminino , Estudo de Associação Genômica Ampla , Genótipo , Humanos , Masculino , Doenças do Sistema Nervoso Periférico/induzido quimicamente , Leucemia-Linfoma Linfoblástico de Células Precursoras/complicações , Vincristina/administração & dosagem , Adulto Jovem
7.
PLoS One ; 10(2): e0118020, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-25689802

RESUMO

There are no effective agents to prevent or treat chemotherapy-induced peripheral neuropathy (CIPN), the most common non-hematologic toxicity of chemotherapy. Therefore, we sought to evaluate the utility of human neuron-like cells derived from induced pluripotent stem cells (iPSCs) as a means to study CIPN. We used high content imaging measurements of neurite outgrowth phenotypes to compare the changes that occur to iPSC-derived neuronal cells among drugs and among individuals in response to several classes of chemotherapeutics. Upon treatment of these neuronal cells with the neurotoxic drug paclitaxel, vincristine or cisplatin, we identified significant differences in five morphological phenotypes among drugs, including total outgrowth, mean/median/maximum process length, and mean outgrowth intensity (P < 0.05). The differences in damage among drugs reflect differences in their mechanisms of action and clinical CIPN manifestations. We show the potential of the model for gene perturbation studies by demonstrating decreased expression of TUBB2A results in significantly increased sensitivity of neurons to paclitaxel (0.23 ± 0.06 decrease in total neurite outgrowth, P = 0.011). The variance in several neurite outgrowth and apoptotic phenotypes upon treatment with one of the neurotoxic drugs is significantly greater between than within neurons derived from four different individuals (P < 0.05), demonstrating the potential of iPSC-derived neurons as a genetically diverse model for CIPN. The human neuron model will allow both for mechanistic studies of specific genes and genetic variants discovered in clinical studies and for screening of new drugs to prevent or treat CIPN.


Assuntos
Antineoplásicos/toxicidade , Células-Tronco Pluripotentes Induzidas/citologia , Neurônios/citologia , Neurônios/efeitos dos fármacos , Linhagem Celular , Regulação da Expressão Gênica/efeitos dos fármacos , Inativação Gênica , Humanos , Neuritos/efeitos dos fármacos , Neuritos/metabolismo , Neurônios/metabolismo , Paclitaxel/toxicidade , Fenótipo , RNA Interferente Pequeno/genética , Tubulina (Proteína)/deficiência , Tubulina (Proteína)/genética
8.
Cancer Chemother Pharmacol ; 74(4): 831-8, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-25119182

RESUMO

PURPOSE: We explored the impact of obesity, body composition, and genetic polymorphisms on the pharmacokinetics (PK) of daunorubicin in children with cancer. PATIENTS AND METHODS: Patients ≤21 years receiving daunorubicin as an infusion of any duration <24 h for any type of cancer were eligible. Plasma drug concentrations were measured by high-performance liquid chromatography. Body composition was measured by dual-energy X-ray absorptiometry. Obesity was defined as a BMI >95% for age or as body fat >30%. NONMEM was used to perform PK model fitting. The Affymetrix DMET chip was used for genotyping. The impact of genetic polymorphisms was investigated using SNP/haplotype association analysis with estimated individual PK parameters. RESULTS: A total of 107 subjects were enrolled, 98 patients had PK sampling, and 50 patients underwent DNA analysis. Population estimates for daunorubicin clearance and volume of distribution were 116 L/m(2)/h ± 14% and 68.1 L/m(2) ± 24%, respectively. Apparent daunorubicinol clearance and volume of distribution were 26.8 L/m(2)/h ± 5.6% and 232 L/m(2) ± 10%, respectively. No effect of body composition or obesity was observed on PK. Forty-four genes with variant haplotypes were tested for association with PK. FMO3-H1/H3 genotype was associated with lower daunorubicin clearance than FMO3-H1/H1, p = 0.00829. GSTP1*B/*B genotype was also associated with lower daunorubicin clearance compared to GSTP1*A/*A, p = 0.0347. However, neither of these associations was significant after adjusting for multiple testing by either Bonferroni or false discovery rate correction. CONCLUSIONS: We did not detect an effect of body composition or obesity on daunorubicin PK. We found suggestive associations between FMO3 and GSTP1 haplotypes with daunorubicin PK that could potentially affect efficacy and toxicity.


Assuntos
Daunorrubicina/análogos & derivados , Glutationa S-Transferase pi/genética , Neoplasias , Obesidade , Oxigenases/genética , Absorciometria de Fóton , Antibióticos Antineoplásicos/administração & dosagem , Antibióticos Antineoplásicos/farmacocinética , Composição Corporal , Índice de Massa Corporal , Criança , Daunorrubicina/administração & dosagem , Daunorrubicina/farmacocinética , Ensaios de Seleção de Medicamentos Antitumorais , Feminino , Estudo de Associação Genômica Ampla , Haplótipos , Humanos , Masculino , Taxa de Depuração Metabólica , Modelos Estatísticos , Neoplasias/complicações , Neoplasias/tratamento farmacológico , Neoplasias/genética , Obesidade/complicações , Obesidade/diagnóstico , Farmacogenética , Polimorfismo Genético
9.
Hum Mol Genet ; 23(22): 5893-905, 2014 Nov 15.
Artigo em Inglês | MEDLINE | ID: mdl-24943591

RESUMO

Interindividual variation in cytosine modifications could contribute to heterogeneity in disease risks and other complex traits. We assessed the genetic architecture of cytosine modifications at 283,540 CpG sites in lymphoblastoid cell lines (LCLs) derived from independent samples of European and African descent. Our study suggests that cytosine modification variation was primarily controlled in local by single major modification quantitative trait locus (mQTL) and additional minor loci. Local genetic epistasis was detectable for a small proportion of CpG sites, which were enriched by more than 9-fold for CpG sites mapped to population-specific mQTL. Genetically dependent CpG sites whose modification levels negatively (repressive sites) or positively (facilitative sites) correlated with gene expression levels significantly co-localized with transcription factor binding, with the repressive sites predominantly associated with active promoters whereas the facilitative sites rarely at active promoters. Genetically independent repressive or facilitative sites preferentially modulated gene expression variation by influencing local chromatin accessibility, with the facilitative sites primarily antagonizing H3K27me3 and H3K9me3 deposition. In comparison with expression quantitative trait loci (eQTL), mQTL detected from LCLs were enriched in associations for a broader range of disease categories including chronic inflammatory, autoimmune and psychiatric disorders, suggesting that cytosine modification variation, while possesses a degree of cell linage specificity, is more stably inherited over development than gene expression variation. About 11% of unique single-nucleotide polymorphisms reported in the Genome-Wide Association Study Catalog were annotated, 78% as mQTL and 31% as eQTL in LCLs, which covered 37% of the investigated diseases/traits and provided insights to the biological mechanisms.


Assuntos
Citosina/metabolismo , Locos de Características Quantitativas , População Branca/genética , População Negra/genética , Genética Médica , Estudo de Associação Genômica Ampla , Histonas/metabolismo , Humanos , Polimorfismo de Nucleotídeo Único , Regiões Promotoras Genéticas
10.
Genetics ; 194(4): 987-96, 2013 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-23792949

RESUMO

Elucidating cytosine modification differences between human populations can enhance our understanding of ethnic specificity in complex traits. In this study, cytosine modification levels in 133 HapMap lymphoblastoid cell lines derived from individuals of European or African ancestry were profiled using the Illumina HumanMethylation450 BeadChip. Approximately 13% of the analyzed CpG sites showed differential modification between the two populations at a false discovery rate of 1%. The CpG sites with greater modification levels in European descent were enriched in the proximal regulatory regions, while those greater in African descent were biased toward gene bodies. More than half of the detected population-specific cytosine modifications could be explained primarily by local genetic variation. In addition, a substantial proportion of local modification quantitative trait loci exhibited population-specific effects, suggesting that genetic epistasis and/or genotype × environment interactions could be common. Distinct correlations were observed between gene expression levels and cytosine modifications in proximal regions and gene bodies, suggesting epigenetic regulation of interindividual expression variation. Furthermore, quantitative trait loci associated with population-specific modifications can be colocalized with expression quantitative trait loci and single nucleotide polymorphisms previously identified for complex traits with known racial disparities. Our findings revealed abundant population-specific cytosine modifications and the underlying genetic basis, as well as the relatively independent contribution of genetic and epigenetic variations to population differences in gene expression.


Assuntos
População Negra/genética , Metilação de DNA , Genoma Humano , Polimorfismo Genético , Característica Quantitativa Herdável , População Branca/genética , Ilhas de CpG , Citosina/metabolismo , Epigênese Genética , Epistasia Genética , Interação Gene-Ambiente , Humanos , Locos de Características Quantitativas
11.
Hum Mol Genet ; 22(19): 4007-20, 2013 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-23720496

RESUMO

2-chloro-2-fluoro-deoxy-9-D-arabinofuranosyladenine (Clofarabine), a purine nucleoside analog, is used in the treatment of hematologic malignancies and as induction therapy for stem cell transplantation. The discovery of pharmacogenomic markers associated with chemotherapeutic efficacy and toxicity would greatly benefit the utility of this drug. Our objective was to identify genetic and epigenetic variants associated with clofarabine toxicity using an unbiased, whole genome approach. To this end, we employed International HapMap lymphoblastoid cell lines (190 LCLs) of European (CEU) or African (YRI) ancestry with known genetic information to evaluate cellular sensitivity to clofarabine. We measured modified cytosine levels to ascertain the contribution of genetic and epigenetic factors influencing clofarabine-mediated cytotoxicity. Association studies revealed 182 single nucleotide polymorphisms (SNPs) and 143 modified cytosines associated with cytotoxicity in both populations at the threshold P ≤ 0.0001. Correlation between cytotoxicity and baseline gene expression revealed 234 genes at P ≤ 3.98 × 10(-6). Six genes were implicated as: (i) their expression was directly correlated to cytotoxicity, (ii) they had a targeting SNP associated with cytotoxicity, and (iii) they had local modified cytosines associated with gene expression and cytotoxicity. We identified a set of three SNPs and three CpG sites targeting these six genes explaining 43.1% of the observed variation in phenotype. siRNA knockdown of the top three genes (SETBP1, BAG3, KLHL6) in LCLs revealed altered susceptibility to clofarabine, confirming relevance. As clofarabine's toxicity profile includes acute kidney injury, we examined the effect of siRNA knockdown in HEK293 cells. siSETBP1 led to a significant change in HEK293 cell susceptibility to clofarabine.


Assuntos
Nucleotídeos de Adenina/toxicidade , Arabinonucleosídeos/toxicidade , População Negra/genética , Citosina/metabolismo , Epigênese Genética , Genes , Polimorfismo de Nucleotídeo Único , População Branca/genética , Proteínas Adaptadoras de Transdução de Sinal/genética , Nucleotídeos de Adenina/uso terapêutico , Proteínas Reguladoras de Apoptose , Arabinonucleosídeos/uso terapêutico , Proteínas de Transporte/genética , Linhagem Celular , Clofarabina , Expressão Gênica , Variação Genética , Estudo de Associação Genômica Ampla , Células HEK293 , Projeto HapMap , Humanos , Desequilíbrio de Ligação , Proteínas Nucleares/genética , Farmacogenética , Fenótipo
12.
Hum Mol Genet ; 21(19): 4348-55, 2012 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-22773733

RESUMO

Variation in gene expression has been found to be important in disease susceptibility and pharmacogenomics. Local and distant expression quantitative trait loci (eQTLs) have been identified via genome-wide association study (GWAS); yet the functional analysis of these variants has been challenging. The aim of this study was to unravel the functional consequence of a gene with a local SNP with evidence for local and distant regulatory roles in cellular sensitivity to cisplatin, one of the most widely used chemotherapeutic drugs. To this end, we measured cellular susceptibility to cisplatin in 176 HapMap lymphoblastoid cell lines derived from Yoruba individuals from Ibadan, Nigeria. The 276 cytotoxicity-associated SNPs at the suggestive threshold of P ≤ 0.0001 were significantly enriched for eQTLs. Of these SNPs, we found one intronic SNP, rs17115814, that had a significant relationship with the expression level of its host gene, PRPF39 (P= 0.0007), and a significant correlation with the expression of over 100 distant transcripts (P ≤ 0.0001). Successful knockdown of PRPF39 expression using siRNA resulted in a significant increase in cisplatin resistance. We then measured the expression of 61 downstream targets after PRPF39 knockdown and found 53 gene targets had significant (P ≤ 0.05) expression changes. Included in the list of genes that significantly changed after PRPF39 knockdown were MAP3K4 and TFPD2, two important signaling genes previously shown to be relevant in cisplatin response. Thus, modulation of a local target gene identified through a GWAS was followed by a downstream cascade of gene expression changes resulting in greater resistance to cisplatin.


Assuntos
Cisplatino/farmacologia , Regulação da Expressão Gênica , Proteínas Nucleares/genética , Proteínas de Ligação a RNA/genética , Epistasia Genética , Estudo de Associação Genômica Ampla , Projeto HapMap , Humanos , Nigéria , Proteínas Nucleares/metabolismo , Farmacogenética , Polimorfismo de Nucleotídeo Único , Proteínas/genética , Locos de Características Quantitativas , Proteínas de Ligação a RNA/metabolismo
13.
Pharmacogenet Genomics ; 22(7): 498-507, 2012 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-22437668

RESUMO

OBJECTIVE: The clinical use of paclitaxel is limited by variable responses and the potential for significant toxicity. To date, studies of associations between variants in candidate genes and paclitaxel effects have yielded conflicting results. We aimed to evaluate the relationships between global gene expression and paclitaxel sensitivity. METHODS: We utilized well-genotyped lymphoblastoid cell lines derived from the International HapMap Project to evaluate the relationships between cellular susceptibility to paclitaxel and global gene expression. Cells were exposed to varying concentrations of paclitaxel to evaluate paclitaxel-induced cytotoxicity and apoptosis. Among the top genes, we identified solute carrier (SLC) genes associated with paclitaxel sensitivity and narrowed down the list to those that had single nucleotide polymorphisms associated with both the expression level of the SLC gene and also with paclitaxel sensitivity. We performed an independent validation in an independent set of cell lines and also conducted functional studies using RNA interference. RESULTS: Of all genes associated with paclitaxel-induced cytotoxicity at P less than 0.05 (1713 genes), there was a significant enrichment in SLC genes (31 genes). A subset of SLC genes, namely SLC31A2, SLC43A1, SLC35A5, and SLC41A2, was associated with paclitaxel sensitivity and had regulating single nucleotide polymorphisms that were also associated with paclitaxel-induced cytotoxicity. Multivariate modeling demonstrated that those four SLC genes together explained 20% of the observed variability in paclitaxel susceptibility. Using RNA interference, we demonstrated increased paclitaxel susceptibility with knockdown of three SLC genes, SLC31A2, SLC35A5, and SLC41A2. CONCLUSION: Our findings are novel and lend further support to the role of transporters, specifically solute carriers, in mediating cellular susceptibility to paclitaxel.


Assuntos
Genoma Humano , Proteínas de Membrana Transportadoras/genética , Paclitaxel/toxicidade , Linhagem Celular Tumoral , Genótipo , Projeto HapMap , Humanos , Polimorfismo de Nucleotídeo Único , Interferência de RNA
14.
Hum Mol Genet ; 21(7): 1470-80, 2012 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-22171072

RESUMO

Pemetrexed, approved for the treatment of non-small cell lung cancer and malignant mesothelioma, has adverse effects including neutropenia, leucopenia, thrombocytopenia, anemia, fatigue and nausea. The results we report here represent the first genome-wide study aimed at identifying genetic predictors of pemetrexed response. We utilized expression quantitative trait loci (eQTLs) mapping combined with drug-induced cytotoxicity data to gain mechanistic insights into the observed genetic associations with pemetrexed susceptibility. We found that CTTN and ZMAT3 expression signature explained >30% of the pemetrexed susceptibility phenotype variation for pemetrexed in the discovery population. Replication using PCR and a semi-high-throughput, scalable assay system confirmed the initial discovery results in an independent set of samples derived from the same ancestry. Furthermore, functional validation in both germline and tumor cells demonstrates a decrease in cell survival following knockdown of CTTN or ZMAT3. In addition to our particular findings on genetic and gene expression predictors of susceptibility phenotype for pemetrexed, the work presented here will be valuable to the robust discovery and validation of genetic determinants and gene expression signatures of various chemotherapeutic susceptibilities.


Assuntos
Antineoplásicos/toxicidade , Proteínas de Transporte/genética , Cortactina/genética , Glutamatos/toxicidade , Guanina/análogos & derivados , Proteínas Nucleares/genética , Locos de Características Quantitativas , Proteínas de Transporte/metabolismo , Linhagem Celular Tumoral , Cortactina/metabolismo , Expressão Gênica , Estudo de Associação Genômica Ampla , Guanina/toxicidade , Humanos , Modelos Lineares , Linfócitos/efeitos dos fármacos , Linfócitos/metabolismo , Proteínas Nucleares/metabolismo , Pemetrexede , Polimorfismo de Nucleotídeo Único , Proteínas de Ligação a RNA
15.
Blood ; 113(10): 2145-53, 2009 Mar 05.
Artigo em Inglês | MEDLINE | ID: mdl-19109566

RESUMO

Cytarabine arabinoside (ara-C) is an antimetabolite used to treat hematologic malignancies. Resistance is a common reason for treatment failure with adverse side effects contributing to morbidity and mortality. Identification of genetic factors important in susceptibility to ara-C cytotoxicity may allow for individualization of treatment. We used an unbiased whole-genome approach using lymphoblastoid cell lines derived from persons of European (CEU) or African (YRI) ancestry to identify these genetic factors. We interrogated more than 2 million single nucleotide polymorphisms (SNPs) for association with susceptibility to ara-C and narrowed our focus by concentrating on SNPs that affected gene expression. We identified a unique pharmacogenetic signature consisting of 4 SNPs explaining 51% of the variability in sensitivity to ara-C among the CEU and 5 SNPs explaining 58% of the variation among the YRI. Population-specific signatures were secondary to either (1) polymorphic SNPs in one population but monomorphic in the other, or (2) significant associations of SNPs with cytotoxicity or gene expression in one population but not the other. We validated the gene expression-cytotoxicity relationship for a subset of genes in a separate group of lymphoblastoid cell lines. These unique genetic signatures comprise novel genes that can now be studied further in functional studies.


Assuntos
Antimetabólitos Antineoplásicos/farmacologia , Citarabina/farmacologia , Resistencia a Medicamentos Antineoplásicos/genética , Polimorfismo de Nucleotídeo Único , Área Sob a Curva , População Negra/genética , Western Blotting , Linhagem Celular , Proliferação de Células/efeitos dos fármacos , Desoxicitidina Quinase/genética , Feminino , Expressão Gênica/efeitos dos fármacos , Genótipo , Humanos , Masculino , Farmacogenética , Fenótipo , Reação em Cadeia da Polimerase Via Transcriptase Reversa , População Branca/genética
16.
Mutagenesis ; 23(5): 341-6, 2008 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-18477655

RESUMO

O(6)-methylguanine DNA methyltransferase (MGMT) deficiency is associated with an increased susceptibility to alkylating agent toxicity. To understand the contribution of MGMT in protecting against cyclophosphamide (CP)-induced toxicity, mutagenesis and tumorigenesis, we compared the biological effects of this agent in transgenic Mgmt knockout and wild-type mice. In addition, neurofibromin (Nf1)+/- background was used to increase the likelihood of CP-induced tumorigenesis. Cohorts of Mgmt-proficient or -deficient mice (either Nf1+/+ or Nf1+/-) were given 6 weekly injections of a maximally tolerated dose of CP (250 mg/kg) or vehicle and followed for 15 months. CP-treated mice had more deaths than control mice but there was no difference in the long-term survival between Mgmt+/+ and Mgmt-/- mice (12 of 83 Mgmt+/+ mice died compared to 12 of 80 Mgmt-/- mice, disregarding Nf1 status). Lymphomas and adrenal tumours were the most frequent malignancies. Interestingly, CP-treated, Mgmt-deficient mice developed fewer tumours than controls. Ten of 71 (14%) Mgmt-proficient mice developed tumours after CP treatment compared to only 2 of 68 (3%) Mgmt-deficient mice (P = 0.02). Mgmt-/-, Nf1+/- mice developed fewer tumours (1 of 35, 3%) following CP compared to Mgmt+/+, Nf1+/- mice (7 of 37, 19%) (P = 0.03). Hypoxanthine-guanine phosphoribosyltransferase mutation assays showed no significant increases in mutant frequencies in Mgmt-/- (18.1 x 10(6)) compared to Mgmt+/+ mice (12.9 x 10(6)). These data indicate that MGMT deficiency does not protect against long-term toxicity or mutagenicity from CP and appears to attenuate the occurrence of CP-induced tumours in an Nf1+/- background.


Assuntos
Alquilantes/toxicidade , Transformação Celular Neoplásica/induzido quimicamente , Ciclofosfamida/toxicidade , O(6)-Metilguanina-DNA Metiltransferase/fisiologia , Animais , Transformação Celular Neoplásica/genética , Hematopoese/efeitos dos fármacos , Hipoxantina Fosforribosiltransferase/genética , Camundongos , Camundongos Knockout , Mutagênese , Mutação , Neurofibromina 1/genética , O(6)-Metilguanina-DNA Metiltransferase/genética
17.
Cancer Res ; 68(9): 3161-8, 2008 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-18451141

RESUMO

Identifying heritable genetic variants responsible for chemotherapeutic toxicities has been challenging due in part to its multigenic nature. To date, there is a paucity of data on genetic variants associated with patients experiencing severe myelosuppression or cardiac toxicity following treatment with daunorubicin. We present a genome-wide model using International HapMap cell lines that integrate genotype and gene expression to identify genetic variants that contribute to daunorubicin-induced cytotoxicity. A cell growth inhibition assay was used to measure variations in the cytotoxicity of daunorubicin. Gene expression was determined using the Affymetrix GeneChip Human Exon 1.0ST Array. Using sequential analysis, we evaluated the associations between genotype and cytotoxicity, those significant genotypes with gene expression and correlated gene expression of the identified candidates with cytotoxicity. A total of 26, 9, and 18 genetic variants were identified to contribute to daunorubicin-induced cytotoxicity through their effect on 16, 9, and 36 gene expressions in the combined, Centre d' Etude du Polymorphisme Humain (CEPH), and Yoruban populations, respectively. Using 50 non-HapMap CEPH cell lines, single nucleotide polymorphisms generated through our model predicted 29% of the overall variation in daunorubicin sensitivity and the expression of CYP1B1 was significantly correlated with sensitivity to daunorubicin. In the CEPH validation set, rs120525235 and rs3750518 were significant predictors of transformed daunorubicin IC(50) (P = 0.005 and P = 0.0008, respectively), and rs1551315 trends toward significance (P = 0.089). This unbiased method can be used to elucidate genetic variants contributing to a wide range of cellular phenotypes.


Assuntos
Daunorrubicina/uso terapêutico , Resistencia a Medicamentos Antineoplásicos/genética , Neoplasias/tratamento farmacológico , Neoplasias/genética , Polimorfismo de Nucleotídeo Único , Antibióticos Antineoplásicos/uso terapêutico , Hidrocarboneto de Aril Hidroxilases , Linhagem Celular Tumoral , Citocromo P-450 CYP1B1 , Sistema Enzimático do Citocromo P-450/genética , Ligação Genética , Predisposição Genética para Doença , Genótipo , Humanos , Concentração Inibidora 50
18.
Invest New Drugs ; 26(3): 233-9, 2008 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-18217206

RESUMO

PURPOSE: This Phase I dose escalation study was based on the hypothesis that the addition of 3-aminopyridine-2-carboxaldehyde-thiosemicarbazone (3-AP) to cytarabine would enhance cytarabine cytotoxicity. The primary objective of the study was to establish the maximum tolerated dose of 3-AP when given in combination with a fixed dose of cytarabine. EXPERIMENTAL DESIGN: Twenty-five patients with relapsed or refractory myeloid leukemia were enrolled to three dose levels of 3-AP. Cytarabine was administered as a 2 h infusion at a fixed dose of 1,000 mg/m2/day for 5 consecutive days. Escalating doses of 3-AP as a 2 h infusion were administered on days 2 through 5. The 3-AP infusion preceded the start of the cytarabine infusion by 4 h. RESULTS: In general, the toxicities observed with the combination were similar to the expected toxicity profile for cytarabine when utilized as a single agent at this dose and schedule. However, two of three patients developed dose-limiting methemoglobinemia at the highest 3-AP dose studied (100 mg/m2). Transient reversible methemoglobinemia was documented in 11 of 15 patients enrolled at the 75 mg/ m2 dose level. Objective evidence of clinical activity was observed in four patients. CONCLUSIONS: The combination of 3-AP and cytarabine given on this schedule is feasible in advanced myeloid leukemia. The recommended Phase II dose is 75 mg/m2/day of 3-AP on days 2-5 given prior to cytarabine administered at a dose of 1,000 mg/m2/day over 5 consecutive days. Methemoglobinemia is a common toxicity of this combination and requires close monitoring.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Leucemia Mielogênica Crônica BCR-ABL Positiva/tratamento farmacológico , Leucemia Mieloide Aguda/tratamento farmacológico , Protocolos de Quimioterapia Combinada Antineoplásica/administração & dosagem , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Citarabina/administração & dosagem , Monitoramento de Medicamentos , Feminino , Humanos , Masculino , Dose Máxima Tolerável , Metemoglobinemia/induzido quimicamente , Pessoa de Meia-Idade , Piridinas/administração & dosagem , Recidiva , Tiossemicarbazonas/administração & dosagem
19.
J Clin Oncol ; 25(31): 4922-8, 2007 Nov 01.
Artigo em Inglês | MEDLINE | ID: mdl-17971589

RESUMO

PURPOSE: To determine the tolerability, pharmacokinetics, and mechanisms of temozolomide resistance in children with relapsed or refractory leukemia. PATIENTS AND METHODS: Cohorts of three to six patients received 200 or 260 mg/m2/d of temozolomide by mouth daily for 5 days every 28 days. Toxicities, clinical response, and pharmacokinetics were evaluated. Pretreatment leukemia cell O6-methylguanine-DNA methyltransferase (MGMT) activity, tumor and plasma MGMT promoter methylation, and microsatellite instability (MSI) were examined in 14 of 16 study patients and in tissue bank samples from children with acute leukemia not treated with temozolomide (MGMT, n = 67; MSI, n = 65). RESULTS: Sixteen patients (nine female, seven male; acute lymphoblastic leukemia [ALL], n = 8; acute myeloid leukemia [AML], n = 8), median age 11 years (range, 1 to 19 years), received either 200 mg/m2/d (nine enrolled, three assessable for toxicity) or 260 mg/m2/d (seven enrolled, three assessable for toxicity) of temozolomide. Temozolomide was well tolerated and no dose-limiting toxicities occurred. The mean clearance of temozolomide was 107 mL/min/m2, with a volume of distribution of 20 L/m2 and half-life of 109 minutes. MGMT activity in leukemia cells was quite variable and was highest in patients with relapsed ALL. Only one patient had MSI. Two patients had a partial response. Both of these patients had no detectable MGMT activity; both also had methylated MGMT promoters and were MSI stable. CONCLUSION: Temozolomide was well tolerated at doses as high as 260 mg/m2/d for 5 days in children with relapsed or refractory leukemia. Increased MGMT activity may account for the temozolomide resistance in children with relapsed leukemia. Leukemia cell MGMT activity was higher in pediatric ALL than AML (P < .0001).


Assuntos
Antineoplásicos Alquilantes/farmacocinética , Dacarbazina/análogos & derivados , Resistencia a Medicamentos Antineoplásicos/genética , Leucemia/tratamento farmacológico , Recidiva Local de Neoplasia/tratamento farmacológico , Adolescente , Adulto , Criança , Pré-Escolar , Metilases de Modificação do DNA/metabolismo , Enzimas Reparadoras do DNA/metabolismo , Dacarbazina/farmacocinética , Feminino , Humanos , Lactente , Leucemia/enzimologia , Leucemia/genética , Masculino , Instabilidade de Microssatélites , Temozolomida , Proteínas Supressoras de Tumor/metabolismo
20.
J Clin Oncol ; 25(4): 399-404, 2007 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-17264335

RESUMO

PURPOSE: This phase I trial was designed to (1) establish the dose of O6-benzylguanine (O6-BG) administered intravenously as a continuous infusion that suppresses O6-alkylguanine-DNA alkyltransferase (AGT) levels in brain tumors, (2) evaluate the safety of extending continuous-infusion O6-BG at the optimal dose with intracranially implanted carmustine wafers, and (3) measure the pharmacokinetics of O6-BG and its metabolite. PATIENTS AND METHODS: The first patient cohort (group A) received 120 mg/m2 of O6-BG over 1 hour followed by a continuous infusion for 2 days at escalating doses presurgery. Tumor samples were evaluated for AGT levels. The continuous-infusion dose that resulted in undetectable AGT levels in 11 or more of 14 patients was used in the second patient cohort. Group B received the optimal dose of O6-BG for 2, 4, 7, or 14 days after surgical implantation of the carmustine wafers. The study end point was dose-limiting toxicity (DLT). RESULTS: Thirty-eight patients were accrued. In group A, 12 of 13 patients had AGT activity levels of less than 10 fmol/mg protein with a continuous-infusion O6-BG dose of 30 mg/m2/d. Group B patients were enrolled onto 2-, 4-, 7-, and 14-day continuous-infusion cohorts. One DLT of grade 3 elevation in ALT was seen. Other non-DLTs included ataxia and headache. For up to 14 days, steady-state levels of O6-BG were 0.1 to 0.4 micromol/L, and levels for O6-benzyl-8-oxoguanine were 0.7 to 1.3 micromol/L. CONCLUSION: Systemically administered O6-BG can be coadministered with intracranially implanted carmustine wafers, without added toxicity. Future trials are required to determine if the inhibition of tumor AGT levels results in increased efficacy.


Assuntos
Antineoplásicos/administração & dosagem , Antineoplásicos/farmacocinética , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Neoplasias Encefálicas/tratamento farmacológico , Glioma/tratamento farmacológico , Guanina/análogos & derivados , Recidiva Local de Neoplasia/tratamento farmacológico , Adulto , Idoso , Antineoplásicos/efeitos adversos , Carmustina/administração & dosagem , Sistemas de Liberação de Medicamentos , Feminino , Guanina/administração & dosagem , Guanina/efeitos adversos , Guanina/farmacocinética , Humanos , Infusões Intravenosas , Masculino , Pessoa de Meia-Idade , O(6)-Metilguanina-DNA Metiltransferase/antagonistas & inibidores , O(6)-Metilguanina-DNA Metiltransferase/metabolismo
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