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1.
Clin Cancer Res ; 29(23): 4728-4732, 2023 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-37531248

RESUMO

Basket, umbrella, and platform trial designs (master protocols) have emerged over the last decade to study precision medicine approaches in oncology. First-generation trials like NCI-MATCH (Molecular Analysis for Therapy Choice) have proven the principle that studying targeted therapies on a large scale is feasible both from the laboratory and clinical perspectives. However, single-agent targeted therapies have shown limited ability to control metastatic disease, despite careful matching of drug to target. As such, newer approaches employing combinations of targeted therapy, or targeted therapy with standard therapies, need to be considered. The NCI has recently embarked on three second-generation precision medicine trials to address this need: ComboMATCH, iMATCH, and myeloMATCH. The design of these trials and necessary infrastructure are discussed in the following perspective.


Assuntos
Segunda Neoplasia Primária , Neoplasias , Humanos , Medicina de Precisão/métodos , Neoplasias/tratamento farmacológico , Neoplasias/genética , Oncologia/métodos
2.
J Pharm Biomed Anal ; 205: 114330, 2021 Oct 25.
Artigo em Inglês | MEDLINE | ID: mdl-34479173

RESUMO

Multi-attribute method (MAM) using peptide map analysis with high resolution mass spectrometry is increasingly common in product characterization and the identification of critical quality attributes (CQAs) of biotherapeutic proteins. Capable of providing structural information specific to amino acid residues, quantifying relative abundance of product variants or degradants, and detecting profile changes between product lots, a robust MAM can replace multiple traditional methods that generate profile-based information for product release and stability testing. In an effort to provide informative and efficient analytical monitoring for monoclonal antibody (mAb) products, from early development to manufacturing quality control, we describe the desired MAM performance profile and address the major scientific challenges in MAM method validation. Furthermore, to support fast speed investigational product development, we describe a platform method validation strategy and results of an optimized MAM workflow. This strategy is applied to support the use of MAM for multiple mAb products with similar structures and physicochemical properties, requiring minimal product-specific method validation activities. Three mAb products were used to demonstrate MAM performance for common and representative product quality attributes. Method validation design and acceptance criteria were guided by the Analytical Target Profile concept, as well as relevant regulatory guidelines to ensure the method is fit-for-purpose. A comprehensive system suitability control strategy was developed, and reported here, to ensure adequate performance of the method including sample preparation, instrument operation, and data analysis. Our results demonstrated sufficient method performance for the characteristics required for quantitative measurement of product variants and degradants.


Assuntos
Anticorpos Monoclonais , Antineoplásicos Imunológicos , Aminoácidos , Controle de Qualidade , Projetos de Pesquisa
3.
Sci Rep ; 11(1): 17275, 2021 08 26.
Artigo em Inglês | MEDLINE | ID: mdl-34446762

RESUMO

TP53 is one of the most frequently altered genes in cancer; it can be inactivated by a number of different mechanisms. NM_000546.6 (ENST00000269305.9) is by far the predominant TP53 isoform, however a few other alternative isoforms have been described to be expressed at much lower levels. To better understand patterns of TP53 alternative isoforms expression in cancer and normal samples we performed exon-exon junction reads based analysis of TP53 isoforms using RNA-seq data from The Cancer Genome Atlas (TCGA), Cancer Cell Line Encyclopedia (CCLE), and Genotype-Tissue Expression (GTEx) project. TP53 C-terminal alternative isoforms have abolished or severely decreased tumor suppressor activity, and therefore, an increase in fraction of TP53 C-terminal alternative isoforms may be expected in tumors with wild type TP53. Despite our expectation that there would be increase of fraction of TP53 C-terminal alternative isoforms, we observed no substantial increase in fraction of TP53 C-terminal alternative isoforms in TCGA tumors and CCLE cancer cell lines with wild type TP53, likely indicating that TP53 C-terminal alternative isoforms expression cannot be reliably selected for during tumor progression.


Assuntos
Processamento Alternativo , Éxons/genética , Regulação Neoplásica da Expressão Gênica , Mutação , Neoplasias/genética , Proteína Supressora de Tumor p53/genética , Linhagem Celular Tumoral , Progressão da Doença , Genes Supressores de Tumor , Humanos , Neoplasias/metabolismo , Neoplasias/patologia , Isoformas de Proteínas/genética , Isoformas de Proteínas/metabolismo , RNA-Seq/métodos , Proteína Supressora de Tumor p53/metabolismo
4.
Artigo em Inglês | MEDLINE | ID: mdl-34250423

RESUMO

We report the results from a Foundation for the National Institutes of Health Biomarkers Consortium project to address the absence of well-validated quality control materials (QCMs) for circulating tumor DNA (ctDNA) testing. This absence is considered a cause of variance and inconsistencies in translating ctDNA results into clinical actions. METHODS: In this phase I study, QCMs with 14 clinically relevant mutations representing single nucleotide variants, insertions or deletions (indels), translocations, and copy number variants were sourced from three commercial manufacturers with variant allele frequencies (VAFs) of 5%, 2.5%, 1%, 0.1%, and 0%. Four laboratories tested samples in quadruplicate using two allele-specific droplet digital polymerase chain reaction and three (amplicon and hybrid capture) next-generation sequencing (NGS) panels. RESULTS: The two droplet digital polymerase chain reaction assays reported VAF values very close to the manufacturers' claimed concentrations for all QCMs. NGS assays reported most single nucleotide variants and indels, but not translocations, close to the expected VAF values. Notably, two NGS assays reported lower VAF than expected for all translocations in all QCM mixtures, possibly related to technical challenges detecting these variants. The ability to call ERBB2 copy number amplifications varied across assays. All three QCMs provided valuable insight into assay precision. Each assay across all variant types demonstrated dropouts at 0.1%, suggesting that the QCM can serve for testing of an assay's limit of detection with confidence claims for specific variants. CONCLUSION: These results support the utility of the QCM in testing ctDNA assay analytical performance. However, unique designs and manufacturing methods for the QCM, and variations in a laboratory's testing configuration, may require testing of multiple QCMs to find the best reagents for accurate result interpretation.


Assuntos
DNA Tumoral Circulante/genética , Sequenciamento de Nucleotídeos em Larga Escala , Neoplasias/genética , Reação em Cadeia da Polimerase , Controle de Qualidade , Biomarcadores Tumorais/genética , DNA Tumoral Circulante/sangue , Variações do Número de Cópias de DNA , Frequência do Gene , Humanos , Mutação/genética , National Institutes of Health (U.S.) , Neoplasias/sangue , Estados Unidos
5.
Mol Oncol ; 15(2): 381-406, 2021 02.
Artigo em Inglês | MEDLINE | ID: mdl-33169510

RESUMO

Natural products remain a significant source of anticancer chemotherapeutics. The search for targeted drugs for cancer treatment includes consideration of natural products, which may provide new opportunities for antitumor cytotoxicity as single agents or in combination therapy. We examined the association of molecular genomic features in the well-characterized NCI-60 cancer cell line panel with in vitro response to treatment with 1302 small molecules which included natural products, semisynthetic natural product derivatives, and synthetic compounds based on a natural product pharmacophore from the Developmental Therapeutics Program of the US National Cancer Institute's database. These compounds were obtained from a variety of plant, marine, and microbial species. Molecular information utilized for the analysis included expression measures for 23059 annotated transcripts, lncRNAs, and miRNAs, and data on protein-changing single nucleotide variants in 211 cancer-related genes. We found associations of expression of multiple genes including SLFN11, CYP2J2, EPHX1, GPC1, ELF3, and MGMT involved in DNA damage repair, NOTCH family members, ABC and SLC transporters, and both mutations in tyrosine kinases and BRAF V600E with NCI-60 responses to specific categories of natural products. Hierarchical clustering identified groups of natural products, which correlated with a specific mechanism of action. Specifically, several natural product clusters were associated with SLFN11 gene expression, suggesting that potential action of these compounds may involve DNA damage. The associations between gene expression or genome alterations of functionally relevant genes with the response of cancer cells to natural products provide new information about potential mechanisms of action of these identified clusters of compounds with potentially similar biological effects. This information will assist in future drug discovery and in design of new targeted cancer chemotherapy agents.


Assuntos
Antineoplásicos/farmacologia , Produtos Biológicos/farmacologia , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Proteínas de Neoplasias , Neoplasias , RNA Neoplásico , Linhagem Celular Tumoral , Ensaios de Seleção de Medicamentos Antitumorais , Humanos , Proteínas de Neoplasias/biossíntese , Proteínas de Neoplasias/genética , Neoplasias/tratamento farmacológico , Neoplasias/genética , Neoplasias/metabolismo , RNA Neoplásico/biossíntese , RNA Neoplásico/genética
6.
Clin Chem ; 66(9): 1156-1166, 2020 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-32870995

RESUMO

Liquid biopsy, particularly the analysis of circulating tumor DNA (ctDNA), has demonstrated considerable promise for numerous clinical intended uses. Successful validation and commercialization of novel ctDNA tests have the potential to improve the outcomes of patients with cancer. The goal of the Blood Profiling Atlas Consortium (BloodPAC) is to accelerate the development and validation of liquid biopsy assays that will be introduced into the clinic. To accomplish this goal, the BloodPAC conducts research in the following areas: Data Collection and Analysis within the BloodPAC Data Commons; Preanalytical Variables; Analytical Variables; Patient Context Variables; and Reimbursement. In this document, the BloodPAC's Analytical Variables Working Group (AV WG) attempts to define a set of generic analytical validation protocols tailored for ctDNA-based Next-Generation Sequencing (NGS) assays. Analytical validation of ctDNA assays poses several unique challenges that primarily arise from the fact that very few tumor-derived DNA molecules may be present in circulation relative to the amount of nontumor-derived cell-free DNA (cfDNA). These challenges include the exquisite level of sensitivity and specificity needed to detect ctDNA, the potential for false negatives in detecting these rare molecules, and the increased reliance on contrived samples to attain sufficient ctDNA for analytical validation. By addressing these unique challenges, the BloodPAC hopes to expedite sponsors' presubmission discussions with the Food and Drug Administration (FDA) with the protocols presented herein. By sharing best practices with the broader community, this work may also save the time and capacity of FDA reviewers through increased efficiency.


Assuntos
Biomarcadores Tumorais/sangue , DNA Tumoral Circulante/sangue , Guias como Assunto , Sequenciamento de Nucleotídeos em Larga Escala/normas , Humanos , Biópsia Líquida , Neoplasias/sangue , Neoplasias/patologia , Padrões de Referência , Estudos de Validação como Assunto
7.
Methods Mol Biol ; 2055: 649-678, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-31502173

RESUMO

In recent years, cancer immunotherapy has emerged as a highly promising approach to treat patients with cancer, as the patient's own immune system is harnessed to attack cancer cells. However, the application of these approaches is still limited to a minority of patients with cancer and it is difficult to predict which patients will derive the greatest clinical benefit.One of the challenges faced by the biomedical community in the search of more effective biomarkers is the fact that translational research efforts involve collecting and accessing data at many different levels: from the type of material examined (e.g., cell line, animal models, clinical samples) to multiple data type (e.g., pharmacodynamic markers, genetic sequencing data) to the scale of a study (e.g., small preclinical study, moderate retrospective study on stored specimen sets, clinical trials with large cohorts).This chapter reviews several publicly available bioinformatics tools and data resources for high throughput molecular analyses applied to a range of data types, including those generated from microarray, whole-exome sequencing (WES), RNA-seq, DNA copy number, and DNA methylation assays, that are extensively used for integrative multidimensional data analysis and visualization.


Assuntos
Biomarcadores Tumorais/genética , Biologia Computacional/métodos , Neoplasias/genética , Variações do Número de Cópias de DNA , Análise Mutacional de DNA , Regulação Neoplásica da Expressão Gênica , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Estudos Retrospectivos , Software , Sequenciamento do Exoma
8.
Cancer J ; 25(4): 254-263, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31335389

RESUMO

Oncology clinical trials are undergoing transformation to evaluate targeted therapies addressing a wider variety of biologically defined cancer subgroups. Multiarm basket and umbrella trials conducted under master protocols have become more prominent mechanisms for the clinical evaluation of promising new biologically driven anticancer therapies that are integral to precision oncology medicine. These new trial designs permit efficient clinical evaluation of multiple therapies in a variety of histologically and biologically defined cancers. These complex trials require extensive planning and attention to many factors, including choice of biomarker assay platform, mechanism for processing clinicopathologic and biomarker data to assign patients to substudies, and statistical design, monitoring, and analysis of substudies. Trial teams have expanded to include expertise in the interface between biology, clinical oncology, bioinformatics, and statistics. Strategies for the design, conduct, and analysis of these complex trials will continue to evolve to meet new challenges and opportunities in precision oncology medicine.


Assuntos
Bioestatística , Ensaios Clínicos como Assunto , Oncologia , Medicina de Precisão , Projetos de Pesquisa , Biomarcadores Tumorais , Bioestatística/métodos , Interpretação Estatística de Dados , Humanos , Oncologia/métodos , Oncologia/normas , Medicina de Precisão/métodos , Medicina de Precisão/normas
9.
J Am Geriatr Soc ; 64(10): 1952-1961, 2016 10.
Artigo em Inglês | MEDLINE | ID: mdl-27603679

RESUMO

OBJECTIVES: To determine whether lifestyle factors, measured late in life, could compress the disabled period toward the end of life. DESIGN: Community-based cohort study of older adults followed from 1989 to 2015. SETTING: Four U.S. communities. PARTICIPANTS: Community-living men and women aged 65 and older (N = 5,248, mean age 72.7 ± 5.5, 57% female, 15.2% minority) who were not wheelchair dependent and were able to give informed consent at baseline. MEASUREMENTS: Multiple lifestyle factors, including smoking, alcohol consumption, physical activity, diet, body mass index (BMI), social networks, and social support, were measured at baseline. Activities of daily living (ADLs) were assessed at baseline and throughout follow-up. Years of life (YoL) was defined as years until death. Years of able life (YAL) was defined as years without any ADL difficulty. YAL/YoL%, the proportion of life lived able, was used to indicate the relative compression or expansion of the disabled period. RESULTS: The average duration of disabled years was 4.5 (out of 15.4 mean YoL) for women and 2.9 (out of 12.4 mean YoL) for men. In a multivariable model, obesity was associated with 7.3 percentage points (95% confidence interval (CI) = 5.4-9.2) lower YAL/YoL% than normal weight. Scores in the lowest quintile of the Alternate Healthy Eating Index were associated with a 3.7% (95% CI = 1.6-5.9) lower YAL/YoL% than scores in the highest quintile. Every 25 blocks walked in a week was associated with 0.5 percentage points (95% CI = 0.3-0.8) higher YAL/YoL%. CONCLUSION: The effects of healthy lifestyle factors on the proportion of future life lived free of disability indicate that the disabled period can be compressed, given the right combination of these factors.


Assuntos
Atividades Cotidianas , Envelhecimento , Dieta Saudável , Estilo de Vida Saudável/fisiologia , Obesidade , Fumar/epidemiologia , Idoso , Envelhecimento/fisiologia , Envelhecimento/psicologia , Índice de Massa Corporal , Dieta Saudável/métodos , Dieta Saudável/estatística & dados numéricos , Avaliação da Deficiência , Exercício Físico , Feminino , Humanos , Expectativa de Vida , Masculino , Obesidade/diagnóstico , Obesidade/epidemiologia , Anos de Vida Ajustados por Qualidade de Vida , Apoio Social , Estados Unidos/epidemiologia
10.
Dev Cell ; 32(6): 665-6, 2015 Mar 23.
Artigo em Inglês | MEDLINE | ID: mdl-25805133

RESUMO

Reporting recently in Nature Cell Biology, Lu et al. (2015) identify two Eps15-homology-domain-containing proteins as critical effectors of ciliary vesicle formation, an early event in ciliogenesis. Functional dissection reveals that one of them works to convert small vesicles associated with mother centriole distal appendages into a larger ciliary vesicle.


Assuntos
Proteínas de Transporte/genética , Cílios/metabolismo , Células Epiteliais/metabolismo , Regulação da Expressão Gênica no Desenvolvimento , Vesículas Transportadoras/metabolismo , Proteínas de Transporte Vesicular/genética , Animais , Humanos
11.
J Am Geriatr Soc ; 62(9): 1692-8, 2014 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-25243681

RESUMO

OBJECTIVES: To determine the contribution of gradations of subclinical vascular disease (SVD) to the likelihood of longer survival and to determine what allows some individuals with SVD to live longer. DESIGN: Cohort study. SETTING: Cardiovascular Health Study. PARTICIPANTS: Individuals born between June 30, 1918, and June 30, 1921 (N = 2,082; aged 70-75 at baseline (1992-93)). MEASUREMENTS: A SVD index was scored as 0 for no abnormalities, 1 for mild abnormalities, and 2 for severe abnormalities on ankle-arm index, electrocardiogram, and common carotid intima-media thickness measured at baseline. Survival groups were categorized as 80 and younger, 81 to 84, 85 to 89, and 90 and older. RESULTS: A 1-point lower SVD score was associated with 1.22 greater odds (95% confidence interval = 1.14-1.31) of longer survival, independent of potential confounders. This association was unchanged after adjustment for intermediate incident cardiovascular events. There was suggestion of an interaction between kidney function, smoking, and C-reactive protein and SVD; the association between SVD and longer survival appeared to be modestly greater in persons with poor kidney function, inflammation, or a history of smoking. CONCLUSION: A lower burden of SVD is associated with longer survival, independent of intermediate cardiovascular events. Abstinence from smoking, better kidney function, and lower inflammation may attenuate the effects of higher SVD and promote longer survival.


Assuntos
Doenças Vasculares/mortalidade , Idoso , Idoso de 80 Anos ou mais , Proteína C-Reativa/análise , Espessura Intima-Media Carotídea , Estudos de Coortes , Cistatina C/sangue , Depressão/epidemiologia , Diabetes Mellitus/epidemiologia , Eletrocardiografia , Feminino , Humanos , Inflamação/sangue , Inflamação/epidemiologia , Nefropatias/epidemiologia , Masculino , Fumar/epidemiologia , Análise de Sobrevida , Estados Unidos/epidemiologia
12.
Dev Neurobiol ; 73(2): 152-67, 2013 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-22865660

RESUMO

To analyze somatosensory neuron diversity in larval zebrafish, we identified several enhancers from the zebrafish and pufferfish genomes and used them to create five new reporter transgenes. Sequential deletions of three of these enhancers identified small sequence elements sufficient to drive expression in zebrafish trigeminal and Rohon-Beard (RB) neurons. One of these reporters, using the Fru.p2x3-2 enhancer, highlighted a somatosensory neuron subtype that expressed both the p2rx3a and pkcα genes. Comparison with a previously described trpA1b reporter revealed that it highlighted the same neurons as the Fru.p2x3-2 reporter. To determine whether neurons of this subtype possess characteristic peripheral branching morphologies or central axon projection patterns, we analyzed the morphology of single neurons. Surprisingly, although these analyses revealed diversity in peripheral axon branching and central axon projection, PKCα/p2rx3a/trpA1b-expressing RB cells did not possess obvious characteristic morphological features, suggesting that even within this molecularly defined subtype, individual neurons may possess distinct properties. The new transgenes created in this study will be powerful tools for further characterizing the molecular, morphological, and developmental diversity of larval somatosensory neurons.


Assuntos
Genes Reporter/genética , Larva/fisiologia , Células Receptoras Sensoriais/fisiologia , Transgenes/genética , Peixe-Zebra/genética , Animais , Animais Geneticamente Modificados , Axônios/fisiologia , Clonagem Molecular , Embrião não Mamífero , Proteínas de Fluorescência Verde/genética , Hibridização in Situ Fluorescente , Microscopia Confocal , Sistema Nervoso Periférico/citologia , Sistema Nervoso Periférico/embriologia , Proteína Quinase C-alfa/biossíntese , Proteína Quinase C-alfa/genética , Receptor trkA/genética , Células Receptoras Sensoriais/classificação , Especificidade da Espécie , Takifugu , Nervo Trigêmeo/embriologia , Nervo Trigêmeo/crescimento & desenvolvimento , Peixe-Zebra/metabolismo
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