RESUMO
Pleiotropy, which consists of a single gene or allelic variant affecting multiple unrelated traits, is common across cancers, with evidence for genome-wide significant loci shared across cancer and noncancer traits. This feature is particularly relevant in multiple myeloma (MM) because several susceptibility loci that have been identified to date are pleiotropic. Therefore, the aim of this study was to identify novel pleiotropic variants involved in MM risk using 28 684 independent single nucleotide polymorphisms (SNPs) from GWAS Catalog that reached a significant association (P < 5 × 10-8 ) with their respective trait. The selected SNPs were analyzed in 2434 MM cases and 3446 controls from the International Lymphoma Epidemiology Consortium (InterLymph). The 10 SNPs showing the strongest associations with MM risk in InterLymph were selected for replication in an independent set of 1955 MM cases and 1549 controls from the International Multiple Myeloma rESEarch (IMMEnSE) consortium and 418 MM cases and 147 282 controls from the FinnGen project. The combined analysis of the three studies identified an association between DNAJB4-rs34517439-A and an increased risk of developing MM (OR = 1.22, 95%CI 1.13-1.32, P = 4.81 × 10-7 ). rs34517439-A is associated with a modified expression of the FUBP1 gene, which encodes a multifunctional DNA and RNA-binding protein that it was observed to influence the regulation of various genes involved in cell cycle regulation, among which various oncogenes and oncosuppressors. In conclusion, with a pleiotropic scan approach we identified DNAJB4-rs34517439 as a potentially novel MM risk locus.
Assuntos
Mieloma Múltiplo , Humanos , Mieloma Múltiplo/epidemiologia , Mieloma Múltiplo/genética , Oncogenes , Alelos , Fenótipo , Polimorfismo de Nucleotídeo Único , Estudo de Associação Genômica Ampla , Predisposição Genética para Doença , Proteínas de Choque Térmico HSP40/genética , Proteínas de Ligação a DNA/genética , Proteínas de Ligação a RNARESUMO
Gene expression profiling can be used for predicting survival in multiple myeloma (MM) and identifying patients who will benefit from particular types of therapy. Some germline single nucleotide polymorphisms (SNPs) act as expression quantitative trait loci (eQTLs) showing strong associations with gene expression levels. We performed an association study to test whether eQTLs of genes reported to be associated with prognosis of MM patients are directly associated with measures of adverse outcome. Using the genotype-tissue expression portal, we identified a total of 16 candidate genes with at least one eQTL SNP associated with their expression with P < 10-7 either in EBV-transformed B-lymphocytes or whole blood. We genotyped the resulting 22 SNPs in 1327 MM cases from the International Multiple Myeloma rESEarch (IMMEnSE) consortium and examined their association with overall survival (OS) and progression-free survival (PFS), adjusting for age, sex, country of origin and disease stage. Three polymorphisms in two genes (TBRG4-rs1992292, TBRG4-rs2287535 and ENTPD1-rs2153913) showed associations with OS at P < .05, with the former two also associated with PFS. The associations of two polymorphisms in TBRG4 with OS were replicated in 1277 MM cases from the International Lymphoma Epidemiology (InterLymph) Consortium. A meta-analysis of the data from IMMEnSE and InterLymph (2579 cases) showed that TBRG4-rs1992292 is associated with OS (hazard ratio = 1.14, 95% confidence interval 1.04-1.26, P = .007). In conclusion, we found biologically a plausible association between a SNP in TBRG4 and OS of MM patients.
Assuntos
Apirase/genética , Perfilação da Expressão Gênica/métodos , Proteínas Mitocondriais/genética , Mieloma Múltiplo/mortalidade , Polimorfismo de Nucleotídeo Único , Locos de Características Quantitativas , Proteínas de Ligação a RNA/genética , Idoso , Feminino , Estudos de Associação Genética , Mutação em Linhagem Germinativa , Humanos , Masculino , Pessoa de Meia-Idade , Mieloma Múltiplo/genética , Análise de SobrevidaRESUMO
Over the past four decades, remarkable progress has been made in the treatment and prognosis of multiple myeloma (MM), although it remains an incurable disease. Chemotherapy resistance is a major hurdle for treatment efficacy. Drug resistance can be innate and so driven by genes involved in the drug metabolism pathways. We performed an association study of 71 germline variants within the major genes in those pathways (ABCB1, ABCC2, ABCG2, and their regulators NR1I2/PXR and NR1I3/CAR) in the International Multiple Myeloma rESEarch (IMMEnSE) consortium, consisting of 1365 MM cases with survival information recruited in 5 European countries. Two of the SNPs showed a significant association with the survival of MM patients, namely rs2235013, located in ABCB1 [Hazard ratio (HR) = 1·52, 95% confidence interval (CI) = 1·18-1·95, P = 0·00087], and rs4148388, located in ABCC2 (HR = 2·15, 95% CI = 1·44-3·22, P = 0·0001). ABCC2 plays an essential role in transporting various anticancer drugs, including several used against MM, out of the cell. In silico analyses predict that the variant alleles of four SNPs in linkage disequilibrium with ABCC2-rs4148388 are associated with increased gene expression. Overexpression of ABCC2 increases drug clearance and therefore may induce drug resistance mechanisms. In conclusion, we found a promising association between ABCC2-rs4148388 and MM outcome that is supported by a plausible biological explanation.
Assuntos
Proteínas de Transporte/genética , Desequilíbrio de Ligação , Mieloma Múltiplo/genética , Mieloma Múltiplo/mortalidade , Proteínas de Neoplasias/genética , Polimorfismo de Nucleotídeo Único , Idoso , Receptor Constitutivo de Androstano , Intervalo Livre de Doença , Resistencia a Medicamentos Antineoplásicos/genética , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Proteína 2 Associada à Farmacorresistência Múltipla , Mieloma Múltiplo/terapia , Estudos Retrospectivos , Taxa de SobrevidaRESUMO
Mosaic chromosomal alterations (mCAs) in hematopoietic cells increase mortality and risk of hematological cancers and infections. We investigated the landscape of mCAs and their clinical consequences in 976 patients with multiple myeloma undergoing high-dose chemotherapy and autologous stem cell support (ASCT) with median 6.4 years of follow-up. mCAs were detected in the stem cell harvest product of 158 patients (16.2%). Autosomal aberrations were found in 60 patients (6.1%) and affected all chromosomes. Loss of chromosome X was found in 51 females (12.7%) and loss of chromosome Y in 55 males (9.6%). Overall survival and progression were similar between carriers of autosomal mCAs and non-carriers. In contrast, female patients with loss of the X chromosome had longer overall survival (age-adjusted[a.a.] HR 0.54, 95% CI 0.32-0.93, p = 0.02), lower risk of progression (a.a. HR 0.55, 95% CI 0.35-0.87; p = 0.01), and better post-transplant response (higher degree of complete response (CR) or very good partial response (VGPR)). The reason for this substantial effect is unknown. Additionally, myeloma clones in the stem cell product was confirmed by mCA analysis in the few patients with multiple mCAs (n = 12 patients). Multiple mCAs conferred inferior overall survival (a.a. HR 2.0, 95% CI 1.02-3.84; p = 0.04) and higher risk of myeloma progression (a.a. HR 3.36, 95% CI 1.67-6.81; p < 0.001), which is presumed to be driven by suspected myeloma contaminants.
RESUMO
Recent studies have suggested that mutations in the mitochondrial genome (mtDNA) may play a role in the development and response to treatment for human cancer. The aim of this study was to investigate whether mtDNA variations have any prognostic relevance, to clarify the spectra of mtDNA variation and to determine whether there was any correlation to known prognostic factors in acute myeloid leukemia (AML). To elucidate this, we sequenced the entire mtDNA in 56 AML patients and 14 control subjects. When analyzing the biologic impact of the non-synonymous variations in the mtDNA coding genes, we found an inferior disease-free survival for patients exhibiting variations in the two most important catalytic genes of the complex IV of the oxidative phosphorylation complexes (OXPHOS), that is, the cytochrome c oxidase subunit I and the cytochrome c oxidase subunit II (hazard ratio 2.6, P = 0.03; multivariate analysis). In addition, the most frequent variation was the T16311C in the control region, which was found in 11 (20%) of the 56 patients. This observation was confirmed in another cohort of 173 diagnostic AML samples. In this expanded group, the T16311C variation tended to be associated with chromosomal abnormalities.
Assuntos
DNA Mitocondrial , Variação Genética , Leucemia Mieloide Aguda/genética , Leucemia Mieloide Aguda/mortalidade , Adolescente , Adulto , Idoso , Aberrações Cromossômicas , Feminino , Genes Mitocondriais , Humanos , Leucemia Mieloide Aguda/diagnóstico , Masculino , Pessoa de Meia-Idade , Mutação , Polimorfismo Genético , Prognóstico , Análise de Sequência de DNA , Adulto JovemRESUMO
INTRODUCTION: Analysis of measurable residual disease (MRD) is increasingly being implemented in the clinical care of children and adults with acute myeloid leukaemia (AML). However, MRD methodologies differ and discordances in results lead to difficulties in interpretation and clinical decision-making. The aim of this study was to compare results from reverse transcription quantitative polymerase chain reaction (RT-qPCR) and multiparameter flow cytometry (MFC) in childhood AML and describe the kinetics of residual leukaemic burden during induction treatment. METHODS: In 15 children who were treated in the NOPHO-AML 2004 trial and had fusion transcripts quantified by RT-qPCR, we compared MFC with RT-qPCR for analysis of MRD during (day 15) and after induction therapy. Eight children had RUNX1::RUNX1T1, one CBFB::MYH11 and six KMT2A::MLLT3. RESULTS: When ≥0.1% was used as cut-off for positivity, 10 of 22 samples were discordant. The majority (9/10) were MRD positive with RT-qPCR but MRD negative with MFC, and several such cases showed the presence of mature myeloid cells. Fusion transcript expression was verified in mature cells as well as in CD34 expressing cells sorted from diagnostic samples. CONCLUSIONS: Measurement with RT-qPCR suggests slower response kinetics than indicated from MFC, presumably due to the presence of mature cells expressing fusion transcript. The prognostic impact of early measurements with RT-qPCR remains to be determined.
Assuntos
Leucemia Mieloide Aguda , Transtornos Mieloproliferativos , Criança , Humanos , Citometria de Fluxo/métodos , Cinética , Leucemia Mieloide Aguda/diagnóstico , Leucemia Mieloide Aguda/genética , Leucemia Mieloide Aguda/tratamento farmacológico , Recidiva Local de Neoplasia , Neoplasia Residual/diagnóstico , Prognóstico , Ensaios Clínicos como AssuntoRESUMO
Clonal hematopoiesis (CH) denotes somatic mutations in genes related to myeloid neoplasms present at any variant allele frequency (VAF). Clonal hematopoiesis is associated with increasing age and with a factor 6 increase in the risk of developing therapy-related myeloid neoplasms (tMNs) following autologous stem cell transplantation (ASCT). However, the impact of specific mutations on progression from CH to tMN has yet to be unraveled, and it remains unclear whether mutations directly impact or even drive the development of tMN. We performed deep sequencing in longitudinal samples from a cohort of 12 patients with either multiple myeloma or lymphoma who developed tMN following ASCT. Nine patients had one or more mutations that could be tracked longitudinally. Seven patients had clonal expansion from time of ASCT to diagnosis of tMN. Of these, six patients had CH at VAF < 2% at baseline. The median VAF of non-DNMT3A clones increased from 1% (IQR 0.7%-10.0%) at time of ASCT to 37% (IQR 17%-47%) at tMN diagnosis (P = 0.002), while DNMT3A clones showed quiescent trajectories (P = 0.625). Our data provide evidence to support the hypothesis that the development of tMN following ASCT is likely instigated by CH present at VAFs as low as 0.5%, detectable years before tMN onset.
Assuntos
Transplante de Células-Tronco Hematopoéticas , Transtornos Mieloproliferativos , Segunda Neoplasia Primária , Evolução Clonal/genética , Transplante de Células-Tronco Hematopoéticas/efeitos adversos , Humanos , Mutação , Segunda Neoplasia Primária/genética , Transplante Autólogo/efeitos adversosRESUMO
INTRODUCTION: The diagnosis of a life-threatening disease can lead to depression and anxiety resulting in pharmacological treatment. However, use of psychotropic drugs (antidepressants, anxiolytics, and antipsychotics) in acute myeloid leukaemia (AML) and myelodysplastic syndrome (MDS) is undetermined. METHODS: Prescription of psychotropic drugs in Danish AML and MDS patients was compared to a cohort matched on age, sex, and country of origin from the Danish background population using national population-based registries. RESULTS: In total, 2404 AML patients (median age 69 years) and 1307 MDS patients (median age 75 years) were included and each matched to five comparators from the background population. Two-year cumulative incidences showed that AML (20.6%) and MDS (21.2%) patients had a high risk of redemption of a psychotropic drug prescription compared to the background population (7.0% and 7.9%). High age, low educational level, and Charlson Comorbidity Index score ≥1 was associated with a higher risk in AML and MDS patients. Furthermore, non-curative treatment intent and performance status in AML patients, and high risk MDS were associated with elevated risk of psychotropic drug prescription. CONCLUSION: In conclusion, diagnoses of AML and MDS were associated with a higher rate of psychotropic drugs prescription compared to the background population.
RESUMO
Telomeres are involved in processes like cellular growth, chromosomal stability, and proper segregation to daughter cells. Telomere length measured in leukocytes (LTL) has been investigated in different cancer types, including multiple myeloma (MM). However, LTL measurement is prone to heterogeneity due to sample handling and study design (retrospective vs. prospective). LTL is genetically determined; genome-wide association studies identified 11 SNPs that, combined in a score, can be used as a genetic instrument to measure LTL and evaluate its association with MM risk. This approach has been already successfully attempted in various cancer types but never in MM. We tested the "teloscore" in 2407 MM patients and 1741 controls from the International Multiple Myeloma rESEarch (IMMeNSE) consortium. We observed an increased risk for longer genetically determined telomere length (gdTL) (OR = 1.69; 95% CI 1.36-2.11; P = 2.97 × 10-6 for highest vs. lowest quintile of the score). Furthermore, in a subset of 1376 MM patients we tested the relationship between the teloscore and MM patients survival, observing a better prognosis for longer gdTL compared with shorter gdTL (HR = 0.93; 95% CI 0.86-0.99; P = 0.049). In conclusion, we report convincing evidence that longer gdTL is a risk marker for MM risk, and that it is potentially involved in increasing MM survival.
Assuntos
Mieloma Múltiplo/genética , Homeostase do Telômero , Adulto , Idoso , Feminino , Predisposição Genética para Doença , Estudo de Associação Genômica Ampla , Humanos , Masculino , Pessoa de Meia-Idade , Mieloma Múltiplo/diagnóstico , Polimorfismo de Nucleotídeo Único , Prognóstico , Estudos Prospectivos , Estudos Retrospectivos , Telômero/genéticaRESUMO
Therapy-related myeloid neoplasms (tMN) develop after exposure to cytotoxic and radiation therapy, and due to their adverse prognosis, it is of paramount interest to identify patients at high risk. The presence of clonal hematopoiesis has been shown to increase the risk of developing tMN. The value of analyzing hematopoietic stem cells harvested at leukapheresis before autologous stem cell transplantation (ASCT) with next-generation sequencing and immunophenotyping represents potentially informative parameters that have yet to be discovered. We performed a nested case-control study to elucidate the association between clonal hematopoiesis, mobilization potential, and aberrant immunophenotype in leukapheresis products with the development of tMN after ASCT. A total of 36 patients with nonmyeloid disease who were diagnosed with tMN after treatment with ASCT were included as case subjects. Case subjects were identified from a cohort of 1130 patients treated with ASCT and matched with 36 control subjects who did not develop tMN after ASCT. Case subjects were significantly poorer mobilizers of CD34+ cells at leukapheresis (P = .016), indicating that these patients possess inferior bone marrow function. Both clonal hematopoiesis (odds ratio, 5.9; 95% confidence interval, 1.8-19.1; P = .003) and aberrant expression of CD7 (odds ratio, 6.6; 95% confidence interval, 1.6-26.2; P = .004) at the time of ASCT were associated with an increased risk of developing tMN after ASCT. In conclusion, clonal hematopoiesis, present at low variant allele frequencies, and aberrant CD7 expression on stem cells in leukapheresis products from patients with nonmyeloid hematologic cancer hold potential for the early identification of patients at high risk of developing tMN after ASCT.
Assuntos
Transplante de Células-Tronco Hematopoéticas , Segunda Neoplasia Primária , Estudos de Casos e Controles , Hematopoiese Clonal , Transplante de Células-Tronco Hematopoéticas/efeitos adversos , Humanos , Transplante AutólogoRESUMO
Mantle cell lymphoma (MCL) is a tumor with a poor prognosis. A few studies have examined the molecular landscape by next-generation sequencing and provided valuable insights into recurrent lesions driving this heterogeneous cancer. However, none has attempted to cross-link the individual genomic and transcriptomic profiles in sorted MCL cells to perform individual molecular characterizations of the lymphomas. Such approaches are relevant as MCL is heterogenous by nature, and thorough molecular diagnostics may potentially benefit the patient with more focused treatment options. In the work described here, we used sorted lymphoma cells from four patients at diagnosis and relapse by intersecting the coding DNA and mRNA. Even though only a few patients were included, this method enabled us to pinpoint a specific set of expressed somatic mutations, to present an overall expression profile different from the normal B cell counterparts, and to track molecular aberrations from diagnosis to relapse. Changes in single-nucleotide coding variants, subtle clonal changes in large-copy-number alterations, subclonal involvement, and changes in expression levels in the clinical course provided detailed information on each of the individual malignancies. In addition to mutations in known genes (e.g., TP53, CCND1, NOTCH1, ATM), we identified others, not linked to MCL, such as a nonsense mutation in SPEN and an MYD88 missense mutation in one patient, which along with copy number alterations exhibited a molecular resemblance to splenic marginal zone lymphoma. The detailed exonic and transcriptomic portraits of the individual MCL patients obtained by the methodology presented here could help in diagnostics, surveillance, and potentially more precise usage of therapeutic drugs by efficient screening of biomarkers.
Assuntos
Linfócitos B , Citometria de Fluxo , Linfoma de Célula do Manto , Mutação , Proteínas de Neoplasias , Adulto , Linfócitos B/metabolismo , Linfócitos B/patologia , Análise Mutacional de DNA , Perfilação da Expressão Gênica , Humanos , Linfoma de Célula do Manto/genética , Linfoma de Célula do Manto/metabolismo , Linfoma de Célula do Manto/patologia , Proteínas de Neoplasias/biossíntese , Proteínas de Neoplasias/genéticaRESUMO
Recent studies have identified SOX11 as a novel diagnostic marker for mantle cell lymphoma (MCL). We quantified SOX11 by a truly mRNA specific qPCR assay in longitudinal peripheral blood samples from 20 patients and evidenced a close relationship of SOX11 expression and clinical status of the patients. In eight patient courses we validated the expression of SOX11 using t(11;14) and demonstrated positive correlation of SOX11 and t(11;14) levels. To the best of our knowledge this is the first report stating that quantification of SOX11 can be used as an minimal residual disease marker equal to the key translocation t(11;14) in MCL.
Assuntos
Biomarcadores Tumorais , Linfoma de Célula do Manto/diagnóstico , Fatores de Transcrição SOXC/fisiologia , Idoso , Idoso de 80 Anos ou mais , Biomarcadores Tumorais/genética , Biomarcadores Tumorais/metabolismo , Estudos de Casos e Controles , Cromossomos Humanos Par 11 , Cromossomos Humanos Par 14 , Feminino , Regulação Neoplásica da Expressão Gênica , Humanos , Linfoma de Célula do Manto/genética , Linfoma de Célula do Manto/patologia , Masculino , Pessoa de Meia-Idade , Monitorização Fisiológica/métodos , Estadiamento de Neoplasias , Neoplasia Residual , Translocação GenéticaAssuntos
Biomarcadores Tumorais/análise , Linfoma de Célula do Manto/diagnóstico , Fatores de Transcrição SOXC/análise , Idoso , Biomarcadores Tumorais/genética , Biópsia , Ciclina D1/análise , Feminino , Humanos , Linfonodos/patologia , Linfoma de Célula do Manto/genética , Masculino , Pessoa de Meia-Idade , RNA Mensageiro , Reação em Cadeia da Polimerase em Tempo Real/métodosRESUMO
In haematological malignancies, molecular markers like fusion DNA from balanced translocations, point mutations, or over-expressed genes can now be used not only for diagnosis, but also for determination of the minimal residual disease (MRD) after cytoreduction with a sensitivity by far exceeding that of previous methodologies. The sensitivity of quantitative polymerase chain reaction typically reaches a validated identification of 1 malignant cell in 100,000.