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1.
Nat Commun ; 15(1): 51, 2024 Jan 02.
Artículo en Inglés | MEDLINE | ID: mdl-38168093

RESUMEN

Linking clinical multi-omics with mechanistic studies may improve the understanding of rare cancers. We leverage two precision oncology programs to investigate rhabdomyosarcoma with FUS/EWSR1-TFCP2 fusions, an orphan malignancy without effective therapies. All tumors exhibit outlier ALK expression, partly accompanied by intragenic deletions and aberrant splicing resulting in ALK variants that are oncogenic and sensitive to ALK inhibitors. Additionally, recurrent CKDN2A/MTAP co-deletions provide a rationale for PRMT5-targeted therapies. Functional studies show that FUS-TFCP2 blocks myogenic differentiation, induces transcription of ALK and truncated TERT, and inhibits DNA repair. Unlike other fusion-driven sarcomas, TFCP2-rearranged tumors exhibit genomic instability and signs of defective homologous recombination. DNA methylation profiling demonstrates a close relationship with undifferentiated sarcomas. In two patients, sarcoma was preceded by benign lesions carrying FUS-TFCP2, indicating stepwise sarcomagenesis. This study illustrates the potential of linking precision oncology with preclinical research to gain insight into the classification, pathogenesis, and therapeutic vulnerabilities of rare cancers.


Asunto(s)
Sarcoma , Neoplasias de los Tejidos Blandos , Humanos , Multiómica , Medicina de Precisión , Factores de Transcripción/genética , Sarcoma/genética , Sarcoma/terapia , Sarcoma/diagnóstico , Proteína EWS de Unión a ARN/genética , Neoplasias de los Tejidos Blandos/genética , Neoplasias de los Tejidos Blandos/terapia , Proteínas Tirosina Quinasas Receptoras , Biomarcadores de Tumor/genética , Proteínas de Fusión Oncogénica/genética , Proteína-Arginina N-Metiltransferasas , Proteínas de Unión al ADN/genética
3.
JCO Precis Oncol ; 7: e2300015, 2023 06.
Artículo en Inglés | MEDLINE | ID: mdl-37364231

RESUMEN

PURPOSE: INFORM is an international pediatric precision oncology registry, prospectively collecting molecular and clinical data of children with recurrent, progressive, or very high-risk malignancies. We have previously identified a subgroup of patients with improved outcomes on the basis of molecular profiling. The present analysis systematically investigates progression-free survival (PFS) and overall survival (OS) of patients receiving matching targeted treatment (MTT) with the most frequently applied drug classes and its correlation with underlying molecular alterations. METHODS: A cohort of 519 patients with relapsed or refractory high-risk malignancies who had completed a follow-up of at least 2 years or shorter in the case of death or loss to follow-up was analyzed. Survival times were compared using the log-rank test. RESULTS: MTT with anaplastic lymphoma kinase (ALK), neurotrophic tyrosine receptor kinase (NTRK), and B-RAF kinase (BRAF) inhibitors showed significantly improved PFS (P = .012) and OS (P = .036) in comparison with conventional treatment or no treatment. However, analysis of the four most commonly applied MTT groups, mitogen-activated protein kinase (MEK- n = 19), cyclin-dependent kinase (CDK- n = 23), other kinase (n = 62), and mammalian-target of rapamycin (mTOR- n = 20) inhibitors, did not reveal differences in PFS or OS compared with conventional treatment or no treatment in patients with similar molecular pathway alterations. We did not observe differences in the type of pathway alterations (eg, copy number alterations, single-nucleotide variants, InDels, gene fusions) addressed by MTT. CONCLUSION: Patients with respective molecular alterations benefit from treatment with ALK, NTRK, and BRAF inhibitors as previously described. No survival benefit was observed with MTT for mutations in the MEK, CDK, other kinase, or mTOR signaling pathways. The noninterventional character of a registry has to be taken into account when interpreting these data and underlines the need for innovative interventional biomarker-driven clinical trials in pediatric oncology.


Asunto(s)
Antineoplásicos , Carcinoma , Animales , Humanos , Niño , Adolescente , Antineoplásicos/efectos adversos , Proteínas Proto-Oncogénicas B-raf/genética , Medicina de Precisión , Recurrencia Local de Neoplasia/tratamiento farmacológico , Recurrencia Local de Neoplasia/genética , Proteínas Tirosina Quinasas Receptoras , Serina-Treonina Quinasas TOR , Quinasas de Proteína Quinasa Activadas por Mitógenos , Mamíferos
4.
Nat Med ; 29(4): 917-926, 2023 04.
Artículo en Inglés | MEDLINE | ID: mdl-36928815

RESUMEN

The large diversity of central nervous system (CNS) tumor types in children and adolescents results in disparate patient outcomes and renders accurate diagnosis challenging. In this study, we prospectively integrated DNA methylation profiling and targeted gene panel sequencing with blinded neuropathological reference diagnostics for a population-based cohort of more than 1,200 newly diagnosed pediatric patients with CNS tumors, to assess their utility in routine neuropathology. We show that the multi-omic integration increased diagnostic accuracy in a substantial proportion of patients through annotation to a refining DNA methylation class (50%), detection of diagnostic or therapeutically relevant genetic alterations (47%) or identification of cancer predisposition syndromes (10%). Discrepant results by neuropathological WHO-based and DNA methylation-based classification (30%) were enriched in histological high-grade gliomas, implicating relevance for current clinical patient management in 5% of all patients. Follow-up (median 2.5 years) suggests improved survival for patients with histological high-grade gliomas displaying lower-grade molecular profiles. These results provide preliminary evidence of the utility of integrating multi-omics in neuropathology for pediatric neuro-oncology.


Asunto(s)
Neoplasias Encefálicas , Glioma , Adolescente , Humanos , Niño , Multiómica , Glioma/diagnóstico , Glioma/genética , Neuropatología , Metilación de ADN/genética , Mutación , Neoplasias Encefálicas/diagnóstico , Neoplasias Encefálicas/genética
5.
Nat Cancer ; 4(2): 276-289, 2023 02.
Artículo en Inglés | MEDLINE | ID: mdl-36702933

RESUMEN

Analysis of mutational signatures can reveal underlying molecular mechanisms of the processes that have imprinted the somatic mutations found in cancer genomes. Here, we analyze single base substitutions and small insertions and deletions in pediatric cancers encompassing 785 whole-genome sequenced tumors from 27 molecularly defined cancer subtypes. We identified only a small number of mutational signatures active in pediatric cancers, compared with previously analyzed adult cancers. Further, we report a significant difference in the proportion of pediatric tumors showing homologous recombination repair defect signatures compared with previous analyses. In pediatric leukemias, we identified an indel signature, not previously reported, characterized by long insertions in nonrepeat regions, affecting mainly intronic and intergenic regions, but also exons of known cancer genes. We provide a systematic overview of COSMIC v.3 mutational signatures active across pediatric cancers, which is highly relevant for understanding tumor biology and enabling future research in defining biomarkers of treatment response.


Asunto(s)
Neoplasias , Adulto , Humanos , Niño , Mutación , Neoplasias/genética , Oncogenes , Mutación INDEL , Reparación del ADN
6.
NPJ Precis Oncol ; 6(1): 94, 2022 Dec 27.
Artículo en Inglés | MEDLINE | ID: mdl-36575299

RESUMEN

The international precision oncology program INFORM enrolls relapsed/refractory pediatric cancer patients for comprehensive molecular analysis. We report a two-year pilot study implementing ex vivo drug sensitivity profiling (DSP) using a library of 75-78 clinically relevant drugs. We included 132 viable tumor samples from 35 pediatric oncology centers in seven countries. DSP was conducted on multicellular fresh tumor tissue spheroid cultures in 384-well plates with an overall mean processing time of three weeks. In 89 cases (67%), sufficient viable tissue was received; 69 (78%) passed internal quality controls. The DSP results matched the identified molecular targets, including BRAF, ALK, MET, and TP53 status. Drug vulnerabilities were identified in 80% of cases lacking actionable (very) high-evidence molecular events, adding value to the molecular data. Striking parallels between clinical courses and the DSP results were observed in selected patients. Overall, DSP in clinical real-time is feasible in international multicenter precision oncology programs.

7.
Eur J Cancer ; 175: 311-325, 2022 11.
Artículo en Inglés | MEDLINE | ID: mdl-36182817

RESUMEN

iTHER is a Dutch prospective national precision oncology program aiming to define tumour molecular profiles in children and adolescents with primary very high-risk, relapsed, or refractory paediatric tumours. Between April 2017 and April 2021, 302 samples from 253 patients were included. Comprehensive molecular profiling including low-coverage whole genome sequencing (lcWGS), whole exome sequencing (WES), RNA sequencing (RNA-seq), Affymetrix, and/or 850k methylation profiling was successfully performed for 226 samples with at least 20% tumour content. Germline pathogenic variants were identified in 16% of patients (35/219), of which 22 variants were judged causative for a cancer predisposition syndrome. At least one somatic alteration was detected in 204 (90.3%), and 185 (81.9%) were considered druggable, with clinical priority very high (6.1%), high (21.3%), moderate (26.0%), intermediate (36.1%), and borderline (10.5%) priority. iTHER led to revision or refinement of diagnosis in 8 patients (3.5%). Temporal heterogeneity was observed in paired samples of 15 patients, indicating the value of sequential analyses. Of 137 patients with follow-up beyond twelve months, 21 molecularly matched treatments were applied in 19 patients (13.9%), with clinical benefit in few. Most relevant barriers to not applying targeted therapies included poor performance status, as well as limited access to drugs within clinical trial. iTHER demonstrates the feasibility of comprehensive molecular profiling across all ages, tumour types and stages in paediatric cancers, informing of diagnostic, prognostic, and targetable alterations as well as reportable germline variants. Therefore, WES and RNA-seq is nowadays standard clinical care at the Princess Máxima Center for all children with cancer, including patients at primary diagnosis. Improved access to innovative treatments within biology-driven combination trials is required to ultimately improve survival.


Asunto(s)
Neoplasias , Adolescente , Niño , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Oncología Médica , Mutación , Neoplasias/tratamiento farmacológico , Neoplasias/genética , Medicina de Precisión , Estudios Prospectivos , Secuenciación del Exoma
8.
Nat Commun ; 12(1): 5530, 2021 09 20.
Artículo en Inglés | MEDLINE | ID: mdl-34545083

RESUMEN

Long-term complications such as radiation-induced second malignancies occur in a subset of patients following radiation-therapy, particularly relevant in pediatric patients due to the long follow-up period in case of survival. Radiation-induced gliomas (RIGs) have been reported in patients after treatment with cranial irradiation for various primary malignancies such as acute lymphoblastic leukemia (ALL) and medulloblastoma (MB). We perform comprehensive (epi-) genetic and expression profiling of RIGs arising after cranial irradiation for MB (n = 23) and ALL (n = 9). Our study reveals a unifying molecular signature for the majority of RIGs, with recurrent PDGFRA amplification and loss of CDKN2A/B and an absence of somatic hotspot mutations in genes encoding histone 3 variants or IDH1/2, uncovering diagnostic markers and potentially actionable targets.


Asunto(s)
Inhibidor p15 de las Quinasas Dependientes de la Ciclina/metabolismo , Inhibidor p16 de la Quinasa Dependiente de Ciclina/metabolismo , Amplificación de Genes , Glioma/genética , Recurrencia Local de Neoplasia/patología , Receptor alfa de Factor de Crecimiento Derivado de Plaquetas/genética , Adolescente , Adulto , Niño , Deleción Cromosómica , Análisis por Conglomerados , Metilación de ADN/genética , Femenino , Regulación Neoplásica de la Expresión Génica , Reordenamiento Génico/genética , Genoma Humano , Glioma/patología , Humanos , Estimación de Kaplan-Meier , Masculino , Persona de Mediana Edad , Radiación , Receptor alfa de Factor de Crecimiento Derivado de Plaquetas/metabolismo , Transcripción Genética , Adulto Joven
9.
Cancer Discov ; 11(11): 2764-2779, 2021 11.
Artículo en Inglés | MEDLINE | ID: mdl-34373263

RESUMEN

INFORM is a prospective, multinational registry gathering clinical and molecular data of relapsed, progressive, or high-risk pediatric patients with cancer. This report describes long-term follow-up of 519 patients in whom molecular alterations were evaluated according to a predefined seven-scale target prioritization algorithm. Mean turnaround time from sample receipt to report was 25.4 days. The highest target priority level was observed in 42 patients (8.1%). Of these, 20 patients received matched targeted treatment with a median progression-free survival of 204 days [95% confidence interval (CI), 99-not applicable], compared with 117 days (95% CI, 106-143; P = 0.011) in all other patients. The respective molecular targets were shown to be predictive for matched treatment response and not prognostic surrogates for improved outcome. Hereditary cancer predisposition syndromes were identified in 7.5% of patients, half of which were newly identified through the study. Integrated molecular analyses resulted in a change or refinement of diagnoses in 8.2% of cases. SIGNIFICANCE: The pediatric precision oncology INFORM registry prospectively tested a target prioritization algorithm in a real-world, multinational setting and identified subgroups of patients benefiting from matched targeted treatment with improved progression-free survival, refinement of diagnosis, and identification of hereditary cancer predisposition syndromes.See related commentary by Eggermont et al., p. 2677.This article is highlighted in the In This Issue feature, p. 2659.


Asunto(s)
Neoplasias , Niño , Humanos , Neoplasias/diagnóstico , Neoplasias/tratamiento farmacológico , Neoplasias/genética , Medicina de Precisión , Supervivencia sin Progresión , Estudios Prospectivos , Sistema de Registros
10.
BMC Cancer ; 20(1): 523, 2020 Jun 05.
Artículo en Inglés | MEDLINE | ID: mdl-32503469

RESUMEN

BACKGROUND: Pediatric patients with relapsed or refractory disease represent a population with a desperate medical need. The aim of the INFORM (INdividualized Therapy FOr Relapsed Malignancies in Childhood) program is to translate next generation molecular diagnostics into a biomarker driven treatment strategy. The program consists of two major foundations: the INFORM registry providing a molecular screening platform and the INFORM2 series of biomarker driven phase I/II trials. The INFORM2 NivEnt trial aims to determine the recommended phase 2 dose (RP2D) of the combination treatment of nivolumab and entinostat (phase I) and to evaluate activity and safety (phase II). METHODS: This is an exploratory non-randomized, open-label, multinational and multicenter seamless phase I/II trial in children and adolescents with relapsed / refractory or progressive high-risk solid tumors and CNS tumors. The phase I is divided in 2 age cohorts: 12-21 years and 6-11 years and follows a 3 + 3 design with two dose levels for entinostat (2 mg/m2 and 4 mg/m2 once per week) and fixed dose nivolumab (3 mg/kg every 2 weeks). Patients entering the trial on RP2D can seamlessly enter phase II which consists of a biomarker defined four group basket trial: high mutational load (group A), high PD-L1 mRNA expression (group B), focal MYC(N) amplification (group C), low mutational load and low PD-L1 mRNA expression and no MYC(N) amplification (group D). A Bayesian adaptive design will be used to early stop cohorts that fail to show evidence of activity. The maximum number of patients is 128. DISCUSSION: This trial intends to exploit the immune enhancing effects of entinostat on nivolumab using an innovative biomarker driven approach in order to maximize the chance of detecting signs of activity. It prevents exposure to unnecessary risks by applying the Bayesian adaptive design for early stopping for futility. The adaptive biomarker driven design provides an innovative approach accelerating drug development and reducing exposure to investigational treatments in these vulnerable children at the same time. TRIAL REGISTRATION: ClinicalTrials.gov, NCT03838042. Registered on 12 February 2019.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/administración & dosificación , Benzamidas/administración & dosificación , Biomarcadores de Tumor/análisis , Neoplasias/tratamiento farmacológico , Nivolumab/administración & dosificación , Piridinas/administración & dosificación , Adolescente , Protocolos de Quimioterapia Combinada Antineoplásica/efectos adversos , Teorema de Bayes , Benzamidas/efectos adversos , Biomarcadores de Tumor/genética , Biomarcadores de Tumor/metabolismo , Niño , Relación Dosis-Respuesta a Droga , Monitoreo de Drogas/métodos , Resistencia a Antineoplásicos , Femenino , Humanos , Masculino , Inutilidad Médica , Mutación , Neoplasias/diagnóstico , Neoplasias/genética , Neoplasias/patología , Nivolumab/efectos adversos , Medicina de Precisión/métodos , Piridinas/efectos adversos , Resultado del Tratamiento , Adulto Joven
11.
Hum Genet ; 137(1): 85-94, 2018 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-29264654

RESUMEN

The purpose of this study is to identify microRNA (miRNA) related polymorphism, including single nucleotide variants (SNVs) in mature miRNA-encoding sequences or in miRNA-target sites, and their association with cardiovascular disease (CVD) risk factors in African-American population. To achieve our objective, we examined 1900 African-Americans from the Atherosclerosis Risk in Communities study using SNVs identified from whole-genome sequencing data. A total of 971 SNVs found in 726 different mature miRNA-encoding sequences and 16,057 SNVs found in the three prime untranslated region (3'UTR) of 3647 protein-coding genes were identified and interrogated their associations with 17 CVD risk factors. Using single-variant-based approach, we found 5 SNVs in miRNA-encoding sequences to be associated with serum Lipoprotein(a) [Lp(a)], high-density lipoprotein (HDL) or triglycerides, and 2 SNVs in miRNA-target sites to be associated with Lp(a) and HDL, all with false discovery rates of 5%. Using a gene-based approach, we identified 3 pairs of associations between gene NSD1 and platelet count, gene HSPA4L and cardiac troponin T, and gene AHSA2 and magnesium. We successfully validated the association between a variant specific to African-American population, NR_039880.1:n.18A>C, in mature hsa-miR-4727-5p encoding sequence and serum HDL level in an independent sample of 2135 African-Americans. Our study provided candidate miRNAs and their targets for further investigation of their potential contribution to ethnic disparities in CVD risk factors.


Asunto(s)
Negro o Afroamericano/genética , Enfermedades Cardiovasculares/etnología , Enfermedades Cardiovasculares/genética , MicroARNs/genética , Polimorfismo de Nucleótido Simple , Regiones no Traducidas 3'/genética , Adulto , Femenino , Predisposición Genética a la Enfermedad , Técnicas de Genotipaje , Humanos , Masculino , Persona de Mediana Edad , Factores de Riesgo , Secuenciación Completa del Genoma
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