Your browser doesn't support javascript.
loading
Mostrar: 20 | 50 | 100
Resultados 1 - 20 de 106
Filtrar
1.
Ann Neurol ; 93(4): 768-782, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-36541592

RESUMO

OBJECTIVE: Heritability of stroke is assumed not to be low, especially in the young stroke population. However, most genetic studies have been performed in highly selected patients with typical clinical or neuroimaging characteristics. We investigated the prevalence of 15 Mendelian stroke genes and explored the relationships between variants and the clinical and neuroimaging characteristics in a large, unselected, young stroke population. METHODS: We enrolled patients aged ≤55 years with stroke or transient ischemic attack from a prospective, nationwide, multicenter stroke registry. We identified clinically relevant genetic variants (CRGVs) in 15 Mendelian stroke genes (GLA, NOTCH3, HTRA1, RNF213, ACVRL1, ENG, CBS, TREX1, ABCC6, COL4A1, FBN1, NF1, COL3A1, MT-TL1, and APP) using a customized, targeted next generation sequencing panel. RESULTS: Among 1,033 patients, 131 (12.7%) had 28 CRGVs, most frequently in RNF213 (n = 59), followed by ABCC6 (n = 53) and NOTCH3 (n = 15). The frequency of CRGVs differed by ischemic stroke subtypes (p < 0.01): the highest in other determined etiology (20.1%), followed by large artery atherosclerosis (13.6%). It also differed between patients aged ≤35 years and those aged 51 to 55 years (17.1% vs 9.3%, p = 0.02). Only 27.1% and 26.7% of patients with RNF213 and NOTCH3 variants had typical neuroimaging features of the corresponding disorders, respectively. Variants of uncertain significance (VUSs) were found in 15.4% patients. INTERPRETATION: CRGVs in 15 Mendelian stroke genes may not be uncommon in the young stroke population. The majority of patients with CRGVs did not have typical features of the corresponding monogenic disorders. Clinical implications of having CRGVs or VUSs should be explored. ANN NEUROL 2023;93:768-782.


Assuntos
Ataque Isquêmico Transitório , Acidente Vascular Cerebral , Humanos , Estudos Prospectivos , Prevalência , Acidente Vascular Cerebral/diagnóstico por imagem , Acidente Vascular Cerebral/epidemiologia , Acidente Vascular Cerebral/genética , Mutação/genética , Serina Peptidase 1 de Requerimento de Alta Temperatura A/genética , Receptores de Activinas Tipo II/genética , Adenosina Trifosfatases/genética , Ubiquitina-Proteína Ligases/genética
2.
Sci Rep ; 12(1): 12954, 2022 07 28.
Artigo em Inglês | MEDLINE | ID: mdl-35902621

RESUMO

Studies investigating the relationship between germline telomere length and the clinical characteristics of tumors are very limited. This study evaluated the relationship between germline telomere length and the clinical characteristics of neuroblastoma. In addition, a genome-wide association study (GWAS) was performed to investigate the genetic factors associated with germline telomere length. The germline telomere length of peripheral blood mononuclear cells from 186 patients with neuroblastoma was measured by quantitative polymerase chain reaction. The association between germline telomere length and clinical characteristics, including long-term survival, was investigated. For the GWAS, genotyping was performed with a high-density bead chip (Illumina, San Diego, CA, USA). After strict quality-control checks of the samples, an association analysis was conducted. The result showed that longer germline telomeres were significantly associated with longer event-free survival (P = 0.032). To identify significantly assocated genetic markers for germline telomere length, genome wide association analysis was performed. As a result, several single nucleotide polymorphisms located in HIVEP3, LRRTM4, ADGRV1, RAB30, and CHRNA4 genes were discovered. During gene-based analysis (VEGAS2 tool), the CNTN4 gene had the most significant association with germline telomere length (P = 1.0E-06). During gene ontology analysis, susceptible genes associated with germline telomere length were mainly distributed in neurite morphogenesis and neuron development. A longer germline telomere length is associated with favorable prognostic factors at diagnosis and eventually better event-free survival in patients with neuroblastoma. In addition, the GWAS demonstrated that genetic markers and genes related to germline telomere length are associated with neurite morphogenesis and neuron development. Further research with larger cohorts of patients and functional investigations are needed.


Assuntos
Estudo de Associação Genômica Ampla , Neuroblastoma , Marcadores Genéticos , Humanos , Leucócitos Mononucleares , Neuroblastoma/genética , Polimorfismo de Nucleotídeo Único , Telômero/genética
3.
Cancer Res Treat ; 54(1): 259-268, 2022 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-33848412

RESUMO

PURPOSE: We performed this study to determine whether the degree of neutropenia after the first chemotherapy cycle can be used as a surrogate marker of individual susceptibility to chemotherapeutic agents affecting treatment outcome in patients with neuroblastoma. MATERIALS AND METHODS: The study included 313 patients who received the first cycle chemotherapy with a CEDC (cisplatin+etoposide+doxorubicin+cyclophosphamide) regimen and had absolute neutrophil count (ANC) data available. The cumulative incidences of progression and treatment-related mortality (TRM) were estimated. To identify genetic variations associated with the ANC, a genome-wide association study (GWAS) was performed. RESULTS: An ANC of 32.5/µL was determined as the cutoff point to categorize patients into the good and poor prognosis subgroups in terms of progression. Patients with a high nadir ANC had a higher cumulative incidence of progression than those with a low nadir ANC (p < 0.001). In multivariate analysis, high nadir ANC, age, bone marrow involvement, and unfavorable histology were poor prognostic factors. With regard to the TRM, patients with a low nadir ANC (ANC < 51.0/µL) had a higher cumulative incidence of TRM than those with a high nadir ANC (p=0.010). In GWAS, single-nucleotide polymorphisms of LPHN2 and CRHR1 were significantly associated with the nadir ANC. CONCLUSION: In neuroblastoma patients, the degree of neutropenia after the first chemotherapy cycle can be used as a surrogate marker to predict an individual's susceptibility to chemotherapeutic agents. Tailoring of treatment based on the degree of neutropenia needs to be considered.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Neuroblastoma/tratamento farmacológico , Neutropenia/sangue , Adolescente , Protocolos de Quimioterapia Combinada Antineoplásica/administração & dosagem , Biomarcadores Tumorais/sangue , Criança , Pré-Escolar , Feminino , Estudo de Associação Genômica Ampla , Humanos , Lactente , Recém-Nascido , Masculino , Neuroblastoma/sangue , Neuroblastoma/mortalidade , Medição de Risco
4.
Sci Rep ; 11(1): 13180, 2021 06 23.
Artigo em Inglês | MEDLINE | ID: mdl-34162918

RESUMO

Previous studies suggested that genetic, environmental factors and their interactions could affect body fat mass (BFM). However, studies describing these effects were performed at a single time point in a population. In this study, we investigated the interaction between genetic and environmental factors in affecting BFM and implicate the healthcare utilization of lifestyle modifications from a personalized and genomic perspective. We examined how nutritional intake or physical activity changes in the individuals affect BFM concerning the genetic composition. We conducted an observational study including 259 adult participants with single nucleotide polymorphism (SNP) genotyping and longitudinal lifestyle monitoring, including food consumption and physical activities, by following lifestyle modification guidance. The participants' lifelog data on exercise and diet were collected through a wearable device for 3 months. Moreover, we measured anthropometric and serologic markers to monitor their potential changes through lifestyle modification. We examined the influence of genetic composition on body fat reduction induced by lifestyle changes using genetic risk scores (GRSs) of three phenotypes: GRS-carbohydrate (GRS-C), GRS-fat (GRS-F), and GRS-exercise (GRS-E). Our results showed that lifestyle modifications affected BFM more significantly in the high GRS class compared to the low GRS class, indicating the role of genetic factors affecting the efficiency of the lifestyle modification-induced BFM changes. Interestingly, the influence of exercise modification in the low GRS class with active lifestyle change was lower than that in the high GRS class with inactive lifestyle change (P = 0.022), suggesting the implication of genetic factors for efficient body fat control.


Assuntos
Tecido Adiposo/fisiologia , Interação Gene-Ambiente , Estilo de Vida , Adulto , Idoso , Antropometria , Composição Corporal , HDL-Colesterol/sangue , LDL-Colesterol/sangue , Registros de Dieta , Dieta com Restrição de Carboidratos , Dieta com Restrição de Gorduras , Ingestão de Energia , Exercício Físico , Terapia por Exercício , Feminino , Predisposição Genética para Doença , Genótipo , Humanos , Masculino , Pessoa de Meia-Idade , Aplicativos Móveis , Obesidade/sangue , Obesidade/fisiopatologia , Obesidade/terapia , Sobrepeso/sangue , Sobrepeso/fisiopatologia , Sobrepeso/terapia , Fenótipo , Polimorfismo de Nucleotídeo Único , Triglicerídeos/sangue , Adulto Jovem
5.
Cancer Res Treat ; 52(4): 1251-1261, 2020 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-32599975

RESUMO

PURPOSE: Neuroblastoma (NB) is the most common extracranial solid tumor found in children. To identify significant genetic factors for the risk of NB, several genetic studies was conducted mainly for Caucasians and Europeans. However, considering racial differences, there is a possibility that genetic predispositions that contribute to the development of NB are different, and genome-wide association study has not yet been conducted on Korean NB patients. MATERIALS AND METHODS: To identify the genetic variations associated with the risk of pediatric NB in Korean children, we performed a genome-wide association analysis with 296 NB patients and 1000 unaffected controls (total n = 1,296) after data cleaning and filtering as well as imputation of non-genotyped SNPs using IMPUTE v2.3.2. RESULTS: After adjusting for multiple comparisons, we found 21 statistically significant SNPs associated with the risk of NB (Pcorr < 0.05) within 12 genes (RPTN, MRPS18B, LRRC45, KANSL1L, ARHGEF40, IL15RA, L1TD1, ANO7, LAMA5, OR7G2, SALL4, and NEUROG2). Interestingly, out of these, 12 markers were nonsynonymous SNPs. The SNP rs76015112 was most significantly associated with the risk of NB (p = 8.1E-23, Pcorr = 2.3E-17) and was located in the RPTN gene. In addition, significant nonsynonymous SNPs in ADGRE1 were found in patients with MYCN amplification (rs7256147, p = 2.6E-05). In high-risk group, rs7256147 was observed as a significant SNP (p = 5.9E-06). CONCLUSION: Our findings might facilitate improved understanding of the mechanism of pediatric NB pathogenesis. However, functional evaluation and replication of these results in other populations are still needed.


Assuntos
Biomarcadores Tumorais/genética , Predisposição Genética para Doença , Neuroblastoma/genética , Adolescente , Idoso , Estudos de Casos e Controles , Criança , Pré-Escolar , Feminino , Estudo de Associação Genômica Ampla , Humanos , Lactente , Recém-Nascido , Masculino , Pessoa de Meia-Idade , Neuroblastoma/epidemiologia , Polimorfismo de Nucleotídeo Único , República da Coreia/epidemiologia , Adulto Jovem
6.
Cancer Res Treat ; 52(1): 41-50, 2020 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-31096737

RESUMO

PURPOSE: Targeted next-generation sequencing (NGS) panels for solid tumors have been useful in clinical framework for accurate tumor diagnosis and identifying essential molecular aberrations. However, most cancer panels have been designed to address a wide spectrum of pan-cancer models, lacking integral prognostic markers that are highly specific to gliomas. MATERIALS AND METHODS: To address such challenges, we have developed a glioma-specific NGS panel, termed "GliomaSCAN," that is capable of capturing single nucleotide variations and insertion/deletion, copy number variation, and selected promoter mutations and structural variations that cover a subset of intron regions in 232 essential glioma-associated genes. We confirmed clinical concordance rate using pairwise comparison of the identified variants from whole exome sequencing (WES), immunohistochemical analysis, and fluorescence in situ hybridization. RESULTS: Our panel demonstrated high sensitivity in detecting potential genomic variants that were present in the standard materials. To ensure the accuracy of our targeted sequencing panel, we compared our targeted panel to WES. The comparison results demonstrated a high correlation. Furthermore, we evaluated clinical utility of our panel in 46 glioma patients to assess the detection capacity of potential actionable mutations. Thirty-two patients harbored at least one recurrent somatic mutation in clinically actionable gene. CONCLUSION: We have established a glioma-specific cancer panel. GliomaSCAN highly excelled in capturing somatic variations in terms of both sensitivity and specificity and provided potential clinical implication in facilitating genome-based clinical trials. Our results could provide conceptual advance towards improving the response of genomically guided molecularly targeted therapy in glioma patients.


Assuntos
Biomarcadores Tumorais , Testes Genéticos , Glioma/diagnóstico , Glioma/genética , Sequenciamento de Nucleotídeos em Larga Escala , Mutação , Alelos , Variações do Número de Cópias de DNA , Diagnóstico Diferencial , Feminino , Frequência do Gene , Estudos de Associação Genética , Predisposição Genética para Doença , Testes Genéticos/métodos , Genômica/métodos , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Humanos , Imuno-Histoquímica , Hibridização in Situ Fluorescente , Masculino , Sequenciamento do Exoma
7.
J Mol Diagn ; 22(3): 304-318, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-31881333

RESUMO

Accurate detection of genomic fusions by high-throughput sequencing in clinical samples with inadequate tumor purity and formalin-fixed, paraffin-embedded tissue is an essential task in precise oncology. We developed the fusion detection algorithm Junction Location Identifier (JuLI) for optimization of high-depth clinical sequencing. Novel filtering steps were implemented to minimize false positives in the clinical setting. The algorithm was comprehensively validated using high-depth sequencing data from cancer cell lines and clinical samples and genome sequencing data from NA12878. JuLI showed improved performance mainly in positive predictive value over state-of-the-art fusion callers in cases with high-depth clinical sequencing and rescued a driver fusion from false negative in plasma cell-free DNA using joint calling.


Assuntos
Pontos de Quebra do Cromossomo , Testes Genéticos , Oncologia , Neoplasias/diagnóstico , Neoplasias/genética , Proteínas de Fusão Oncogênica/genética , Medicina de Precisão , Algoritmos , Linhagem Celular Tumoral , Tomada de Decisão Clínica , Biologia Computacional/métodos , Dano ao DNA , Testes Genéticos/métodos , Testes Genéticos/normas , Genômica/métodos , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Humanos , Imuno-Histoquímica/métodos , Oncologia/métodos , Oncologia/normas , Reação em Cadeia da Polimerase , Medicina de Precisão/métodos , Medicina de Precisão/normas , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Fluxo de Trabalho
8.
Genome Biol ; 20(1): 253, 2019 11 26.
Artigo em Inglês | MEDLINE | ID: mdl-31771620

RESUMO

BACKGROUND: Gynecologic malignancy is one of the leading causes of mortality in female adults worldwide. Comprehensive genomic analysis has revealed a list of molecular aberrations that are essential to tumorigenesis, progression, and metastasis of gynecologic tumors. However, targeting such alterations has frequently led to treatment failures due to underlying genomic complexity and simultaneous activation of various tumor cell survival pathway molecules. A compilation of molecular characterization of tumors with pharmacological drug response is the next step toward clinical application of patient-tailored treatment regimens. RESULTS: Toward this goal, we establish a library of 139 gynecologic tumors including epithelial ovarian cancers (EOCs), cervical, endometrial tumors, and uterine sarcomas that are genomically and/or pharmacologically annotated and explore dynamic pharmacogenomic associations against 37 molecularly targeted drugs. We discover lineage-specific drug sensitivities based on subcategorization of gynecologic tumors and identify TP53 mutation as a molecular determinant that elicits therapeutic response to poly (ADP-Ribose) polymerase (PARP) inhibitor. We further identify transcriptome expression of inhibitor of DNA biding 2 (ID2) as a potential predictive biomarker for treatment response to olaparib. CONCLUSIONS: Together, our results demonstrate the potential utility of rapid drug screening combined with genomic profiling for precision treatment of gynecologic cancers.


Assuntos
Neoplasias dos Genitais Femininos/genética , Testes Farmacogenômicos , Medicina de Precisão , Antineoplásicos/uso terapêutico , Biomarcadores Tumorais , Feminino , Neoplasias dos Genitais Femininos/tratamento farmacológico , Humanos
9.
Sci Rep ; 9(1): 4542, 2019 03 14.
Artigo em Inglês | MEDLINE | ID: mdl-30872730

RESUMO

Tumor genetic heterogeneity may underlie poor clinical outcomes because diverse subclones could be comprised of metastatic and drug resistant cells. Targeted deep sequencing has been used widely as a diagnostic tool to identify actionable mutations in cancer patients. In this study, we evaluated the clinical utility of estimating tumor heterogeneity using targeted panel sequencing data. We investigated the prognostic impact of a tumor heterogeneity (TH) index on clinical outcomes, using mutational profiles from targeted deep sequencing data acquired from 1,352 patients across 8 cancer types. The TH index tended to be increased in high pathological stage disease in several cancer types, indicating clonal expansion of cancer cells as tumor progression proceeds. In colorectal cancer patients, TH index values also correlated significantly with clinical prognosis. Integration of the TH index with genomic and clinical features could improve the power of risk prediction for clinical outcomes. In conclusion, deep sequencing to determine the TH index could serve as a promising prognostic indicator in cancer patients.


Assuntos
Heterogeneidade Genética , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Mutação , Proteínas de Neoplasias/genética , Neoplasias/classificação , Neoplasias/patologia , Feminino , Genômica , Humanos , Masculino , Pessoa de Meia-Idade , Neoplasias/genética , Prognóstico , Taxa de Sobrevida
10.
Nat Genet ; 50(10): 1399-1411, 2018 10.
Artigo em Inglês | MEDLINE | ID: mdl-30262818

RESUMO

Outcomes of anticancer therapy vary dramatically among patients due to diverse genetic and molecular backgrounds, highlighting extensive intertumoral heterogeneity. The fundamental tenet of precision oncology defines molecular characterization of tumors to guide optimal patient-tailored therapy. Towards this goal, we have established a compilation of pharmacological landscapes of 462 patient-derived tumor cells (PDCs) across 14 cancer types, together with genomic and transcriptomic profiling in 385 of these tumors. Compared with the traditional long-term cultured cancer cell line models, PDCs recapitulate the molecular properties and biology of the diseases more precisely. Here, we provide insights into dynamic pharmacogenomic associations, including molecular determinants that elicit therapeutic resistance to EGFR inhibitors, and the potential repurposing of ibrutinib (currently used in hematological malignancies) for EGFR-specific therapy in gliomas. Lastly, we present a potential implementation of PDC-derived drug sensitivities for the prediction of clinical response to targeted therapeutics using retrospective clinical studies.


Assuntos
Antineoplásicos/uso terapêutico , Resistencia a Medicamentos Antineoplásicos/genética , Terapia de Alvo Molecular , Neoplasias/tratamento farmacológico , Neoplasias/genética , Farmacogenética/métodos , Medicina de Precisão/métodos , Antineoplásicos/classificação , Antineoplásicos/isolamento & purificação , Biomarcadores Farmacológicos/análise , Biomarcadores Tumorais/análise , Biomarcadores Tumorais/genética , Linhagem da Célula/efeitos dos fármacos , Linhagem da Célula/genética , Ensaios de Seleção de Medicamentos Antitumorais , Estudos de Viabilidade , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Células HEK293 , Humanos , Oncologia/métodos , Neoplasias/patologia , Panobinostat/uso terapêutico , Assistência Centrada no Paciente/métodos , Cultura Primária de Células/métodos , Células Tumorais Cultivadas
11.
Transl Oncol ; 11(6): 1390-1397, 2018 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-30216764

RESUMO

PURPOSE: Relapsed/refractory pediatric cancers show poor prognosis; however, their genomic patterns remain unknown. To investigate the genetic mechanisms of tumor relapse and therapy resistance, we characterized genomic alterations in diagnostic and relapsed lesions in patients with relapsed/refractory pediatric solid tumors using targeted deep sequencing. PATIENTS AND METHODS: A targeted sequencing panel covering the exons of 381 cancer genes was used to characterize 19 paired diagnostic and relapsed samples from patients with relapsed/refractory pediatric solid tumors. RESULTS: The mean coverage for all samples was 930.6× (SD = 213.8). Among the 381 genes, 173 single nucleotide variations (SNVs)/insertion-deletions (InDels), 100 copy number alterations, and 1 structural variation were detected. A total of 72.6% of SNVs in primary tumors were also found in recurrent lesions, and 27.2% of SNVs in recurrent tumors had newly occurred. Among SNVs/InDels detected only in recurrent lesions, 71% had a low variant allele fraction (<10%). Patients were classified into three categories based on the mutation patterns after cancer treatment. A significant association between the major mutation patterns and clinical outcome was observed. Patients whose relapsed tumor had fewer mutations than the diagnostic sample tended to be older, had longer progression-free survival, and achieved complete remission after relapse. Contrastingly, patients whose genetic profile only had concordant mutations without any change had the worst outcome. CONCLUSIONS: We characterized genomic changes in recurrent pediatric solid tumors. These findings could help to understand the biology of relapsed childhood cancer and to develop personalized treatment based on their genetic profile.

12.
Transl Oncol ; 11(4): 836-844, 2018 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-29747153

RESUMO

BACKGROUND: Signet-ring cell carcinoma (SRCC) is a very rare subtype of colorectal adenocarcinoma (COAD) with a poor clinical prognosis. Although understanding key mechanisms of tumor progression in SRCCs is critical for precise treatment, a comprehensive view of genomic alterations is lacking. MATERIALS AND METHODS: We performed whole-exome sequencing of tumors and matched normal blood as well as RNA sequencing of tumors and matched normal colonic tissues from five patients with SRCC. RESULTS: We identified major somatic alterations and characterized transcriptional changes at the gene and pathway level. Based on high-throughput sequencing, the pattern of mutations and copy number variations was overall similar to that of COAD. Transcriptome analysis revealed that major transcription factors, such as SRF, HNF4A, ZEB1, and RUNX1, with potential regulatory roles in key pathways, including focal adhesion, the PI3K-Akt signaling pathway, and the MAPK signaling pathway, may play a role in the tumorigenesis of SRCC. Furthermore, significantly upregulated genes in SRCCs were enriched for epithelial-mesenchymal transition genes, and accumulation of mucin in intracytoplasm was associated with the overexpression of MUC2. CONCLUSION: The results indicate that the molecular basis of colorectal SRCC exhibits key differences from that of consensus COAD. Our findings clarify important genetic features of particular abnormalities in SRCCs.

13.
Cancer Manag Res ; 9: 581-589, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-29184442

RESUMO

BACKGROUND: Understanding the genomic determinants associated with metastasis in colorectal cancers (CRCs) provides crucial clues for improving patient care. PATIENTS AND METHODS: In this study, we performed whole-exome sequencing as well as RNA sequencing analyses on five pairs of primary and liver metastasized samples from CRC patients together with blood/normal control samples for each pair. RESULTS: We identified genomic deletions in the region of 8p21-23 (q value <0.01) from analysis of recurrent regions with copy number variations in both primary and matched metastatic lesions. Consistent with this result, we found significantly decreased expression levels of all 12 genes (ADAMDEC1, C8orf80, CLDN23, EPHX2, GFRA2, NEFL, NEFM, PDLIM2, PTK2B, SCARA5, SLC18A1 and STMN4) located within this region (adjusted P<0.01). Notably, the mRNA levels of PDLIM2, a key regulator of well-known cancer-associated genes including the proto-oncogene c-MYC, an early response gene IER3, and regulators of apoptosis such as BCL2, FAS, and FASLG, were highly downregulated in tumors compared to normal tissues. CONCLUSION: Taken together, our findings uncovered various genomic alterations potentially leading to metastasis in CRC and provide important insights into the development of potential therapeutic targets for preventing metastatic progression of CRC.

14.
Nat Commun ; 8(1): 1377, 2017 11 09.
Artigo em Inglês | MEDLINE | ID: mdl-29123093

RESUMO

Accurate detection of genomic alterations using high-throughput sequencing is an essential component of precision cancer medicine. We characterize the variant allele fractions (VAFs) of somatic single nucleotide variants and indels across 5095 clinical samples profiled using a custom panel, CancerSCAN. Our results demonstrate that a significant fraction of clinically actionable variants have low VAFs, often due to low tumor purity and treatment-induced mutations. The percentages of mutations under 5% VAF across hotspots in EGFR, KRAS, PIK3CA, and BRAF are 16%, 11%, 12%, and 10%, respectively, with 24% for EGFR T790M and 17% for PIK3CA E545. For clinical relevance, we describe two patients for whom targeted therapy achieved remission despite low VAF mutations. We also characterize the read depths necessary to achieve sensitivity and specificity comparable to current laboratory assays. These results show that capturing low VAF mutations at hotspots by sufficient sequencing coverage and carefully tuned algorithms is imperative for a clinical assay.


Assuntos
Frequência do Gene , Neoplasias/genética , Neoplasias/mortalidade , Idoso , Alelos , Classe I de Fosfatidilinositol 3-Quinases/genética , Receptores ErbB/genética , Feminino , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Humanos , Limite de Detecção , Pessoa de Meia-Idade , Terapia de Alvo Molecular/métodos , Mutação , Neoplasias/terapia , Prevalência , Proteínas Proto-Oncogênicas B-raf/genética , Proteínas Proto-Oncogênicas p21(ras)/genética
15.
Clin Cancer Res ; 23(23): 7209-7216, 2017 Dec 01.
Artigo em Inglês | MEDLINE | ID: mdl-28939741

RESUMO

Purpose: Tumors continuously evolve to maintain growth; secondary mutations facilitate this process, resulting in high tumor heterogeneity. In this study, we compared mutations in paired primary and metastatic colorectal cancer tumor samples to determine whether tumor heterogeneity can predict tumor metastasis.Experimental Design: Somatic variations in 46 pairs of matched primary-liver metastatic tumors and 42 primary tumors without metastasis were analyzed by whole-exome sequencing. Tumor clonality was estimated from single-nucleotide and copy-number variations. The correlation between clinical parameters of patients and clonal heterogeneity in liver metastasis was evaluated.Results: Tumor heterogeneity across colorectal cancer samples was highly variable; however, a high degree of tumor heterogeneity was associated with a worse disease-free survival. Highly heterogeneous primary colorectal cancer was correlated with a higher rate of liver metastasis. Recurrent somatic mutations in APC, TP53, and KRAS were frequently detected in highly heterogeneous colorectal cancer. The variant allele frequency of these mutations was high, while somatic mutations in other genes such as PIK3CA and NOTCH1 were low. The number and distribution of primary colorectal cancer subclones were preserved in metastatic tumors.Conclusions: Heterogeneity of primary colorectal cancer tumors can predict the potential for liver metastasis and thus, clinical outcome of patients. Clin Cancer Res; 23(23); 7209-16. ©2017 AACR.


Assuntos
Neoplasias Colorretais/genética , Heterogeneidade Genética , Neoplasias Hepáticas/genética , Mutação , Proteína da Polipose Adenomatosa do Colo/genética , Idoso , Classe I de Fosfatidilinositol 3-Quinases/genética , Neoplasias Colorretais/patologia , Feminino , Frequência do Gene , Humanos , Neoplasias Hepáticas/secundário , Masculino , Pessoa de Meia-Idade , Proteínas Proto-Oncogênicas p21(ras)/genética , Receptor Notch1/genética , Proteína Supressora de Tumor p53/genética , Sequenciamento do Exoma/métodos
16.
Inflamm Bowel Dis ; 23(7): 1098-1108, 2017 07.
Artigo em Inglês | MEDLINE | ID: mdl-28613228

RESUMO

BACKGROUND: Aberrant gene expression in the gut mucosa might contribute to the initiation and progression of Crohn's disease (CD). RNA sequencing (RNA-seq) provides precise measurements of expression levels of transcripts and their isoforms. The aim of this study was to use RNA-seq to investigate transcriptomic differences and identify significantly differentially expressed transcripts in inflamed and noninflamed intestinal mucosa of CD patients. METHODS: RNA-seq was performed on 13 pairs of inflamed and noninflamed intestinal mucosa from 13 CD patients and on sex-matched normal mucosa of 13 healthy controls. Significantly differentially expressed transcripts were validated by immunohistochemistry, quantitative reverse transcriptase polymerase chain reaction, and enzyme-linked immunosorbent assay. RESULTS: RNA-seq revealed genome-wide transcriptomic differences between normal mucosa, noninflamed, and inflamed CD mucosa. Among 950 differentially expressed genes, 19 were up- or downregulated (upregulation: ANGPT2, CHN1, CPXM1, CPZ, CXCL1, FCN3, GJC1, HSD11B1, LZTS1, MEOX1, MMP12, PLA1A, SERPINE1, SGIP1, and TRPC4; downregulation: FAM189A1, PDE6A, SLC38A4, and HMGCS2) with statistical significance (p < 0.01 and q < 0.05). Among them, CXCL1 exhibited the highest fold change between groups. Immunohistochemistry for CXCL1 revealed no expression in normal mucosa, slightly increased expression in noninflamed CD mucosa, and highly increased expression in inflamed CD mucosa. Quantitative reverse transcriptase polymerase chain reaction showed that CXCL1 expression was significantly associated with epithelial damage, increased infiltration of polymorphonuclear leukocytes, and submucosal fibrosis. Serum CXCL1 concentration measured by enzyme-linked immunosorbent assay was better correlated with CD activity index (r = 0.660) than with C-reactive protein (r = 0.204). CONCLUSIONS: RNA-seq revealed transcriptomic differences between normal mucosa, noninflamed CD mucosa, and inflamed CD mucosa. Intestinal and serum CXCL1 was substantially increased with CD activity and can be used as a potential biomarker of CD.


Assuntos
Doença de Crohn/genética , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Mediadores da Inflamação/metabolismo , Inflamação/diagnóstico , Mucosa Intestinal/metabolismo , Transcriptoma , Adulto , Estudos de Casos e Controles , Doença de Crohn/imunologia , Doença de Crohn/patologia , Feminino , Humanos , Inflamação/etiologia , Mucosa Intestinal/imunologia , Mucosa Intestinal/patologia , Masculino
17.
Oncotarget ; 8(28): 45943-45950, 2017 Jul 11.
Artigo em Inglês | MEDLINE | ID: mdl-28521285

RESUMO

Targeted panel sequencing was performed to determine molecular targets and biomarkers in 72 children with neuroblastoma. Frequent genetic alterations were detected in ALK (16.7%), BRCA1 (13.9%), ATM (12.5%), and PTCH1 (11.1%) in an 83-gene panel. Molecular targets for targeted therapy were identified in 16 of 72 patients (22.2%). Two-thirds of ALK mutations were known to increase sensitivity to ALK inhibitors. Sequence alterations in ARID1B were identified in 5 of 72 patients (6.9%). Four of five ARID1B alterations were detected in tumors of high-risk patients. Two of five patients with ARID1B alterations died of disease progression. Relapse-free survival was lower in patients with ARID1B alterations than in those without (p = 0.01). In analysis confined to high-risk patients, 3-year overall survival was lower in patients with an ARID1B alteration (33.3 ± 27.2%) or MYCN amplification (30.0 ± 23.9%) than in those with neither ARID1B alteration nor MYCN amplification (90.5 ± 6.4%, p = 0.05). These results provide possibilities for targeted therapy and a new biomarker identifying a subgroup of neuroblastoma patients with poor prognosis.


Assuntos
Proteínas de Ligação a DNA/genética , Variação Genética , Neuroblastoma/genética , Neuroblastoma/patologia , Fatores de Transcrição/genética , Biologia Computacional/métodos , Variações do Número de Cópias de DNA , Progressão da Doença , Genômica/métodos , Humanos , Mutação , Neuroblastoma/tratamento farmacológico , Neuroblastoma/mortalidade , Polimorfismo de Nucleotídeo Único , Prognóstico , Análise de Sobrevida
18.
Oncotarget ; 8(2): 2076-2082, 2017 Jan 10.
Artigo em Inglês | MEDLINE | ID: mdl-27409339

RESUMO

Dysplastic nodules are premalignant neoplastic nodules found in explanted livers with cirrhosis. Genetic signatures of premalignant dysplastic nodules (DNs) with concurrent hepatocellular carcinoma (HCC) may provide an insight in the molecular evolution of hepatocellular carcinogenesis. We analyzed four patients with multifocal nodular lesions and cirrhotic background by whole-exome sequencing (WES). The genomic profiles of somatic single nucleotide variations (SNV) and copy number variations (CNV) in DNs were compared to those of HCCs. The number and variant allele frequency of somatic SNVs of DNs and HCCs in each patient was identical along the progression of pathological grade. The somatic SNVs in DNs showed little conservation in HCC. Additionally, CNVs showed no conservation. Phylogenetic analysis based on SNVs and copy number profiles indicated a nonlinear segregation pattern, implying independent development of DNs and HCC in each patient. Thus, somatic mutations in DNs may be developed separately from other malignant nodules in the same liver, suggesting a nonlinear model for hepatocarcinogenesis from DNs to HCC.


Assuntos
Carcinoma Hepatocelular/patologia , Transformação Celular Neoplásica/genética , Cirrose Hepática/genética , Cirrose Hepática/patologia , Neoplasias Hepáticas/patologia , Lesões Pré-Cancerosas/patologia , Idoso , Carcinoma Hepatocelular/genética , Variações do Número de Cópias de DNA , Progressão da Doença , Feminino , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Neoplasias Hepáticas/genética , Masculino , Pessoa de Meia-Idade , Polimorfismo de Nucleotídeo Único , Lesões Pré-Cancerosas/genética
19.
Transl Res ; 177: 31-40.e6, 2016 11.
Artigo em Inglês | MEDLINE | ID: mdl-27370899

RESUMO

Hirschsprung disease (HSCR) is a neurocristopathy characterized by the absence of intramural ganglion cells along variable lengths of the gastrointestinal tract. Although the RET proto-oncogene is considered to be the main risk factor for HSCR, only about 30% of the HSCR cases can be explained by variations in previously known genes including RET. Recently, copy number variation (CNV) and loss of heterozygosity (LOH) have emerged as new ways to understand human genomic variation. The goal of this present study is to identify new HSCR genetic factors related to CNV in Korean patients. In the genome-wide genotyping, using Illumina's HumanOmni1-Quad BeadChip (1,140,419 markers), of 123 HSCR patients and 432 unaffected subjects (total n = 555), a total of 8,188 CNVs (1 kb âˆ¼ 1 mb) were identified by CNVpartition. As a result, 16 CNV regions and 13 LOH regions were identified as associated with HSCR (minimum P = 0.0005). Two top CNV regions (deletions at chr6:32675155-32680480 and chr22:20733495-21607293) were successfully validated by additional real-time quantitative polymerase chain reaction analysis. In addition, 2 CNV regions (6p21.32 and 22q11.21) and 2 LOH regions (3p22.2 and 14q23.3) were discovered to be unique to the HSCR patients group. Regarding the large-scale chromosomal aberrations (>1 mb), 11 large aberrations in the HSCR patients group were identified, which suggests that they may be a risk factor for HSCR. Although further replication in a larger cohort is needed, our findings may contribute to the understanding of the etiology of HSCR.


Assuntos
Aberrações Cromossômicas , Estudo de Associação Genômica Ampla , Doença de Hirschsprung/genética , Povo Asiático/genética , Criança , Pré-Escolar , Variações do Número de Cópias de DNA/genética , Feminino , Humanos , Perda de Heterozigosidade/genética , Masculino , Proto-Oncogene Mas , Reação em Cadeia da Polimerase em Tempo Real , Reprodutibilidade dos Testes , Adulto Jovem
20.
Oncotarget ; 7(30): 47127-47133, 2016 Jul 26.
Artigo em Inglês | MEDLINE | ID: mdl-27223072

RESUMO

Immunoglobulin M multiple myeloma (IgM MM) is an extremely rare subtype of multiple myeloma with a poor clinical outcome. In this study, bone marrow aspirates of MM patients, including two cases of IgM MM, were analyzed by whole exome sequencing and RNA sequencing. Recurrent somatic mutations in the NRAS, KRAS, CCND1, DIS3, and TP53 genes were found in IgM MM and other types of MM, in agreement with previous studies. Overall transcription profiles of IgM and other types of MM clustered together, but separate from normal blood or peripheral plasma cells. Among the differentially expressed genes in IgM MM, IRF4 was highly expressed in IgM as well as in a subset of other types of MM patients. Thus, IRF4 is an independent prognostic factor for general MM patients. Taken together, the somatic mutation and transcriptome profiles support the idea that IgM MM can be classified as an aggressive MM subtype.


Assuntos
Biomarcadores Tumorais/genética , Imunoglobulina M/genética , Fatores Reguladores de Interferon/genética , Mieloma Múltiplo/genética , Intervalo Livre de Doença , Feminino , Genômica , Humanos , Masculino , Mieloma Múltiplo/metabolismo , Mieloma Múltiplo/patologia , Prognóstico
SELEÇÃO DE REFERÊNCIAS
DETALHE DA PESQUISA