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1.
Genome Res ; 24(12): 2022-32, 2014 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-25236618

RESUMO

Detection of DNA copy number aberrations by shallow whole-genome sequencing (WGS) faces many challenges, including lack of completion and errors in the human reference genome, repetitive sequences, polymorphisms, variable sample quality, and biases in the sequencing procedures. Formalin-fixed paraffin-embedded (FFPE) archival material, the analysis of which is important for studies of cancer, presents particular analytical difficulties due to degradation of the DNA and frequent lack of matched reference samples. We present a robust, cost-effective WGS method for DNA copy number analysis that addresses these challenges more successfully than currently available procedures. In practice, very useful profiles can be obtained with ∼0.1× genome coverage. We improve on previous methods by first implementing a combined correction for sequence mappability and GC content, and second, by applying this procedure to sequence data from the 1000 Genomes Project in order to develop a blacklist of problematic genome regions. A small subset of these blacklisted regions was previously identified by ENCODE, but the vast majority are novel unappreciated problematic regions. Our procedures are implemented in a pipeline called QDNAseq. We have analyzed over 1000 samples, most of which were obtained from the fixed tissue archives of more than 25 institutions. We demonstrate that for most samples our sequencing and analysis procedures yield genome profiles with noise levels near the statistical limit imposed by read counting. The described procedures also provide better correction of artifacts introduced by low DNA quality than prior approaches and better copy number data than high-resolution microarrays at a substantially lower cost.


Assuntos
Biologia Computacional , Variações do Número de Cópias de DNA , Genoma Humano , Sequenciamento de Nucleotídeos em Larga Escala , Algoritmos , Composição de Bases , Linhagem Celular Tumoral , Hibridização Genômica Comparativa , Biologia Computacional/métodos , Genômica/métodos , Humanos , Neoplasias/genética , Software
2.
Acta Neuropathol ; 129(4): 585-96, 2015 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-25701198

RESUMO

Diffuse gliomas are up till now graded based upon morphology. Recent findings indicate that isocitrate dehydrogenase (IDH) mutation status defines biologically distinct groups of tumors. The role of tumor grade and mitotic index in patient outcome has not been evaluated following stratification by IDH mutation status. To address this, we interrogated 558 WHO grade II-III diffuse gliomas for IDH1/2 mutations and investigated the prognostic impact of WHO grade within IDH-mutant and IDH-wild type tumor subsets independently. The prognostic impact of grade was modest in IDH-mutant [hazard ratio (HR) = 1.21, 95 % confidence interval (CI) = 0.91-1.61] compared to IDH-wild type tumors (HR = 1.74, 95 % CI = 0.95-3.16). Using a dichotomized mitotic index cut-off of 4/1000 tumor cells, we found that while mitotic index was significantly associated with outcome in IDH-wild type tumors (log-rank p < 0.0001, HR = 4.41, 95 % CI = 2.55-7.63), it was not associated with outcome in IDH-mutant tumors (log-rank p = 0.5157, HR = 1.10, 95 % CI = 0.80-1.51), and could demonstrate a statistical interaction (p < 0.0001) between IDH mutation and mitotic index (i.e., suggesting that the effect of mitotic index on patient outcome is dependent on IDH mutation status). Patient age, an established prognostic factor in diffuse glioma, was significantly associated with outcome only in the IDH-wild type subset, and consistent with prior data, 1p/19q co-deletion conferred improved outcome in the IDH-mutant cohort. These findings suggest that stratification of grade II-III gliomas into subsets defined by the presence or absence of IDH mutation leads to subgroups with distinct prognostic characteristics. Further evaluation of grading criteria and prognostic markers is warranted within IDH-mutant versus IDH-wild type diffuse grade II-III gliomas as independent entities.


Assuntos
Neoplasias Encefálicas/genética , Glioma/genética , Isocitrato Desidrogenase/genética , Índice Mitótico , Mutação/genética , Adolescente , Adulto , Idoso , Neoplasias Encefálicas/diagnóstico , Deleção Cromossômica , Cromossomos Humanos Par 1/genética , Feminino , Glioma/diagnóstico , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Análise de Sobrevida , Adulto Jovem
3.
Acta Neuropathol ; 129(4): 597-607, 2015 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-25724300

RESUMO

Temozolomide (TMZ) increases the overall survival of patients with glioblastoma (GBM), but its role in the clinical management of diffuse low-grade gliomas (LGG) is still being defined. DNA hypermethylation of the O (6) -methylguanine-DNA methyltransferase (MGMT) promoter is associated with an improved response to TMZ treatment, while inactivation of the DNA mismatch repair (MMR) pathway is associated with therapeutic resistance and TMZ-induced mutagenesis. We previously demonstrated that TMZ treatment of LGG induces driver mutations in the RB and AKT-mTOR pathways, which may drive malignant progression to secondary GBM. To better understand the mechanisms underlying TMZ-induced mutagenesis and malignant progression, we explored the evolution of MGMT methylation and genetic alterations affecting MMR genes in a cohort of 34 treatment-naïve LGGs and their recurrences. Recurrences with TMZ-associated hypermutation had increased MGMT methylation compared to their untreated initial tumors and higher overall MGMT methylation compared to TMZ-treated non-hypermutated recurrences. A TMZ-associated mutation in one or more MMR genes was observed in five out of six TMZ-treated hypermutated recurrences. In two cases, pre-existing heterozygous deletions encompassing MGMT, or an MMR gene, were followed by TMZ-associated mutations in one of the genes of interest. These results suggest that tumor cells with methylated MGMT may undergo positive selection during TMZ treatment in the context of MMR deficiency.


Assuntos
Antineoplásicos Alquilantes/uso terapêutico , Neoplasias Encefálicas/complicações , Distúrbios no Reparo do DNA/tratamento farmacológico , Dacarbazina/análogos & derivados , Glioma/complicações , Neoplasias Encefálicas/tratamento farmacológico , Estudos de Coortes , Metilação de DNA/efeitos dos fármacos , Metilases de Modificação do DNA/genética , Enzimas Reparadoras do DNA/genética , Distúrbios no Reparo do DNA/etiologia , Dacarbazina/uso terapêutico , Progressão da Doença , Feminino , Glioma/tratamento farmacológico , Humanos , Masculino , Mutação/genética , Receptores Imunológicos/genética , Estatísticas não Paramétricas , Temozolomida , Proteínas Supressoras de Tumor/genética
4.
J Neurooncol ; 118(1): 131-9, 2014 May.
Artigo em Inglês | MEDLINE | ID: mdl-24590827

RESUMO

TP53 is a pivotal gene frequently mutated in diffuse gliomas and particularly in astrocytic tumors. The majority of studies dedicated to TP53 in gliomas were focused on mutational hotspots located in exons 5-8. Recent studies have suggested that TP53 is also mutated outside the classic mutational hotspots reported in gliomas. Therefore, we have sequenced all TP53 coding exons in a retrospective series of 61 low grade gliomas (LGG) using high throughput sequencing technology. In addition, TP53 mutational status was correlated with: (i) p53 expression, (ii) tumor type, (iii) chromosome arms 1p/19q status and (iv) clinical features of patients. The cohort included 32 oligodendrogliomas (O), 21 oligoastrocytomas (M) and 8 astrocytomas (A). TP53 mutation was detected in 52.4% (32/61) of tumors (34% of O, 71.4% of M and 75% of A). All mutations (38 mutations in 32 samples) were detected in exons 4, 5, 6, 7, 8 and 10. Missense and non-missense mutations, including seven novel mutations, were detected in 42.6 and 9.8% of tumors respectively. TP53 mutations were almost mutually exclusive with 1p/19q co-deletion and were associated with: (i) astrocytic phenotype, (ii) younger age, (iii) p53 expression. Using a threshold of 10% p53-positive tumor cells, p53 expression is an interesting surrogate marker for missense TP53 mutations (Se = 92%; Sp = 79.4%) but not for non-missense mutation (18.4% of mutations). TP53 and p53 statuses were not prognostic in LGG. In conclusion, we have identified novel TP53 mutations in LGG. TP53 mutations outside exons 4-8 are rare. Although it remains imperfect, p53 expression with a threshold of 10% is a good surrogate marker for missense TP53 mutations and appears helpful in the setting of LGG phenotype diagnosis.


Assuntos
Neoplasias Encefálicas/genética , Glioma/genética , Mutação/genética , Proteína Supressora de Tumor p53/genética , Adulto , Neoplasias Encefálicas/patologia , Cromossomos Humanos Par 19 , Éxons/genética , Feminino , Glioma/patologia , Humanos , Masculino , Pessoa de Meia-Idade , Curva ROC , Estudos Retrospectivos , Análise de Sobrevida
5.
Epilepsy Res ; 200: 107310, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38330675

RESUMO

This narrative review provides an overview of the current knowledge on health-related quality of life (HRQOL), a relevant clinical outcome in patients with epilepsy. It shows that the most important factor determining HRQOL in this patient group is seizure frequency. In particular, seizure-freedom is associated with better HRQOL scores. Many other factors may impact perceived HRQOL aspects, but their interrelation is complex and requires further research. Novel analytical approaches, such as hierarchical cluster and symptom network analyses might shed further light on this, and may result in recommendations for interventions on the most 'central' factors influencing different aspects of HRQOL in patients with epilepsy. Next, an overview of the HRQOL tools and analytical methods currently used in epilepsy care, with a focus on clinical trials, is provided. The QOLIE-31 is the most frequently applied and best validated tool. Several other questionnaires focusing on specific aspects of HRQOL (e.g., mood, social impact) are less frequently used. We show some pitfalls that should be taken into account when designing study protocols including HRQOL endpoints. This includes standardized statistical analysis approaches and predefined reporting methods for HRQOL in epilepsy populations. It has been shown in other patient groups that the lack of such standardisation negatively impacts the quality and comparability of results. We conclude with a number of recommendations for future research.


Assuntos
Epilepsia , Qualidade de Vida , Humanos , Epilepsia/tratamento farmacológico , Convulsões , Inquéritos e Questionários , Avaliação de Resultados em Cuidados de Saúde
6.
Neuro Oncol ; 25(2): 351-364, 2023 02 14.
Artigo em Inglês | MEDLINE | ID: mdl-35908832

RESUMO

BACKGROUND: While patients with diffuse low-grade glioma (LGG) often survive for years, there is a risk of tumor progression which may impact patients' long-term health-related quality of life (HRQOL) and neurocognitive functioning (NCF). We present a follow-up of LGG patients and their informal caregivers (T3) who took part in our previous HRQOL investigations (T1, M = 7 and T2 M = 13 years after diagnosis). METHODS: Participants completed HRQOL (short form-36 health survey [SF-36]; EORTC-BN20), fatigue (Checklist Individual Strength [CIS]), and depression (Center for Epidemiological Studies-Depression [CES-D]) questionnaires and underwent NCF assessments. T3 scores were compared with matched controls. Changes over time (T1-T2-T3) on group and participant level were assessed. Where available, histology of the initial tumor was revised and immunohistochemical staining for IDH1 R132H mutant protein was performed. RESULTS: Thirty patients and nineteen caregivers participated. Of N = 11 with tissue available, 3 patients had confirmed diffuse LGG. At T3, patients (M = 26 years after diagnosis) had HRQOL and NCF similar to, or better than controls, yet 23.3% and 53.3% scored above the cut-off for depression (≥16 CES-D) and fatigue (≥35 CIS), respectively. Caregivers' HRQOL was similar to controls but reported high rates of fatigue (63.2%). Over time, patients' mental health improved (P < .05). Minimal detectable change in HRQOL over time was observed in individual patients (30% improvement; 23.3% decline; 20% both improvement and decline) with 23.3% remaining stable. NCF remained stable or improved in 82.8% of patients. CONCLUSIONS: While HRQOL and NCF do not appear greatly impacted during long-term survivorship in LGG, depressive symptoms and fatigue are persistent.


Assuntos
Neoplasias Encefálicas , Glioma , Humanos , Cuidadores , Neoplasias Encefálicas/complicações , Neoplasias Encefálicas/psicologia , Qualidade de Vida , Estudos Longitudinais , Glioma/complicações , Glioma/psicologia , Fadiga/etiologia , Inquéritos e Questionários
7.
Neuro Oncol ; 16(3): 400-8, 2014 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-24335697

RESUMO

BACKGROUND: Diffuse low-grade gliomas (LGGs) form a heterogeneous subgroup of gliomas in adults. Chromosome (chr) arms 1p/19q codeletion and IDH mutation have been shown to be closely associated with oligodendroglial phenotype and better prognosis. We sought to identify relevant biomarkers in non 1p/19q codeleted LGGs. METHODS: We characterized a retrospective series of 126 LGGs using genomic arrays, microsatellite analysis, IDH sequencing, MGMT promoter methylation assay, and p53 expression analysis. RESULTS: Our study confirms that 1p/19q codeletion, mutually exclusive with p53 overexpression, was associated with: (i) better prognosis, (ii) oligodendroglial phenotype, (iii) MGMT promoter methylation, and (iv) IDH mutation. Interestingly, 1p/19q codeleted tumors occur in older patients at diagnosis. Our study shows that non 1p/19q codeleted LGGs can be divided in 5 main genomic subgroups: (i) 11p loss, (ii) 19q loss (iii) 7 gain, (iv) 19 gain, and (v) unclassified. In non 1p/19q codeleted LGGs, we demonstrated that (i) 11p loss is associated with astrocytoma phenotype and has an independent negative prognostic value, and (ii) 19q loss diminished the favorable prognostic value of IDH mutation. Our findings were validated in an independent cohort of 98 LGGs. CONCLUSION: Novel genomic entities and biomarkers have been identified in non 1p/19q codeleted LGGs. Our findings may help to stratify non 1p/19q codeleted LGGs, facilitating future individualization of treatment. Further prospective studies are warranted to support our findings.


Assuntos
Neoplasias Encefálicas/diagnóstico , Deleção Cromossômica , Cromossomos Humanos Par 11/genética , Cromossomos Humanos Par 19/genética , Glioblastoma/diagnóstico , Adulto , Neoplasias Encefálicas/genética , Cromossomos Humanos Par 1/genética , Feminino , Glioblastoma/genética , Humanos , Masculino , Pessoa de Meia-Idade , Análise de Sobrevida
8.
Genome Biol ; 15(9): 471, 2014 Sep 23.
Artigo em Inglês | MEDLINE | ID: mdl-25245118

RESUMO

BACKGROUND: The disease course of patients with diffuse low-grade glioma is notoriously unpredictable. Temporal and spatially distinct samples may provide insight into the evolution of clinically relevant copy number aberrations (CNAs). The purpose of this study is to identify CNAs that are indicative of aggressive tumor behavior and can thereby complement the prognostically favorable 1p/19q co-deletion. RESULTS: Genome-wide, 50 base pair single-end sequencing was performed to detect CNAs in a clinically well-characterized cohort of 98 formalin-fixed paraffin-embedded low-grade gliomas. CNAs are correlated with overall survival as an endpoint. Seventy-five additional samples from spatially distinct regions and paired recurrent tumors of the discovery cohort were analyzed to interrogate the intratumoral heterogeneity and spatial evolution. Loss of 10q25.2-qter is a frequent subclonal event and significantly correlates with an unfavorable prognosis. A significant correlation is furthermore observed in a validation set of 126 and confirmation set of 184 patients. Loss of 10q25.2-qter arises in a longitudinal manner in paired recurrent tumor specimens, whereas the prognostically favorable 1p/19q co-deletion is the only CNA that is stable across spatial regions and recurrent tumors. CONCLUSIONS: CNAs in low-grade gliomas display extensive intratumoral heterogeneity. Distal loss of 10q is a late onset event and a marker for reduced overall survival in low-grade glioma patients. Intratumoral heterogeneity and higher frequencies of distal 10q loss in recurrences suggest this event is involved in outgrowth to the recurrent tumor.


Assuntos
Neoplasias Encefálicas/genética , Deleção Cromossômica , Glioma/genética , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Neoplasias Encefálicas/mortalidade , Neoplasias Encefálicas/patologia , Cromossomos Humanos Par 10 , Análise por Conglomerados , Variações do Número de Cópias de DNA , Feminino , Glioma/mortalidade , Glioma/patologia , Humanos , Estimativa de Kaplan-Meier , Perda de Heterozigosidade , Masculino , Pessoa de Meia-Idade , Prognóstico , Análise de Sequência de DNA , Adulto Jovem
9.
Neuro Oncol ; 15(10): 1420-8, 2013 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-23925452

RESUMO

BACKGROUND: Fatigue, cognitive deficits, and depression are frequently reported but often undertreated symptoms that can profoundly affect daily life in patients with primary brain tumors (PBTs). To evaluate the effects of the psychostimulant modafinil on fatigue, depression, health-related quality of life (HRQOL), and cognitive functioning in PBT patients, we performed a multicenter, double-blind placebo-controlled crossover trial. METHODS: Patients randomly received either 6 weeks of treatment with modafinil (up to 400 mg/day) or 6 weeks with placebo. After a 1-week washout period, the opposite treatment was provided. Assessments took place at baseline and immediately after the first and second condition. Patients completed self-report questionnaires on fatigue (Checklist Individual Strength [CIS]), depression (Center for Epidemiologic Studies Depression Scale [CES-D]), HRQOL (Short-Form Health Survey [SF-36]), and self-perceived cognitive functioning (Medical Outcomes Study [MOS]). They also underwent comprehensive neurocognitive testing. RESULTS: In total, 37 patients participated. Relative to baseline, patients reported lower fatigue severity (CIS) and better motivation (CIS) in both the modafinil (P = .010 and P = .021, respectively) and the placebo condition (P < .001 and P = .027, respectively). The same held for physical health (SF-36 Physical Component Summary score; P = .001 and P = .008, respectively), working memory (P = .040 and P = .043), and information processing capacity (P = .036 and P = .040). No improvement in depressive symptoms was found in either condition. CONCLUSIONS: Modafinil did not exceed the effects of placebo with respect to symptom management. Patient accrual was slow, and relatively many patients dropped out during the trial, due mostly to side effects. Other, preferably nonpharmacologic intervention studies should be considered to improve symptom management of PBT patients.


Assuntos
Compostos Benzidrílicos/efeitos adversos , Neoplasias Encefálicas/tratamento farmacológico , Transtornos Cognitivos/induzido quimicamente , Fadiga/induzido quimicamente , Neoplasias Meníngeas/tratamento farmacológico , Transtornos do Humor/induzido quimicamente , Qualidade de Vida , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos Cross-Over , Método Duplo-Cego , Feminino , Seguimentos , Glioma/tratamento farmacológico , Humanos , Masculino , Pessoa de Meia-Idade , Modafinila , Gradação de Tumores , Prognóstico , Escalas de Graduação Psiquiátrica , Inquéritos e Questionários , Promotores da Vigília/efeitos adversos
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