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The implementation of targeted therapies for acute myeloid leukaemia (AML) has been challenging because of the complex mutational patterns within and across patients as well as a dearth of pharmacologic agents for most mutational events. Here we report initial findings from the Beat AML programme on a cohort of 672 tumour specimens collected from 562 patients. We assessed these specimens using whole-exome sequencing, RNA sequencing and analyses of ex vivo drug sensitivity. Our data reveal mutational events that have not previously been detected in AML. We show that the response to drugs is associated with mutational status, including instances of drug sensitivity that are specific to combinatorial mutational events. Integration with RNA sequencing also revealed gene expression signatures, which predict a role for specific gene networks in the drug response. Collectively, we have generated a dataset-accessible through the Beat AML data viewer (Vizome)-that can be leveraged to address clinical, genomic, transcriptomic and functional analyses of the biology of AML.
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Regulación Neoplásica de la Expresión Génica/genética , Genoma Humano/genética , Genómica , Leucemia Mieloide Aguda/genética , Subunidad alfa 2 del Factor de Unión al Sitio Principal/genética , ADN (Citosina-5-)-Metiltransferasas/genética , ADN Metiltransferasa 3A , Conjuntos de Datos como Asunto , Exoma/genética , Femenino , Humanos , Leucemia Mieloide Aguda/tratamiento farmacológico , Leucemia Mieloide Aguda/metabolismo , Masculino , Terapia Molecular Dirigida , Proteínas Nucleares/genética , Nucleofosmina , Proteínas Proto-Oncogénicas/genética , Proteínas Represoras/genética , Análisis de Secuencia de ARN , Factores de Empalme Serina-Arginina/genéticaRESUMEN
BACKGROUND & AIMS: Hepatocellular carcinoma (HCC) is a leading cause of cancer-related death worldwide. Although biannual ultrasound surveillance with or without α-fetoprotein (AFP) testing is recommended for at-risk patients, sensitivity for early stage HCC, for which potentially curative treatments exist, is suboptimal. We conducted studies to establish the multitarget HCC blood test (mt-HBT) algorithm and cut-off values and to validate test performance in patients with chronic liver disease. METHODS: Algorithm development and clinical validation studies were conducted with participants in an international, multicenter, case-control study. Study subjects had underlying cirrhosis or chronic hepatitis B virus; HCC cases were diagnosed per the American Association for the Study of Liver Diseases criteria and controls were matched for age and liver disease etiology. Whole blood and serum were shipped to a central laboratory and processed while blinded to case/control status. An algorithm was developed for the mt-HBT, which incorporates methylation biomarkers (HOXA1, TSPYL5, and B3GALT6), AFP, and sex. RESULTS: In algorithm development, with 136 HCC cases (60% early stage) and 404 controls, the mt-HBT showed 72% sensitivity for early stage HCC at 88% specificity. Test performance was validated in an independent cohort of 156 HCC cases (50% early stage) and 245 controls, showing 88% overall sensitivity, 82% early stage sensitivity, and 87% specificity. Early stage sensitivity in clinical validation was significantly higher than AFP at 20 ng/mL or greater (40%; P < .0001) and GALAD (gender, age, Lens culinaris agglutinin-reactive AFP, AFP, and des-γ-carboxy-prothrombin score) of -0.63 or greater (71%; P = .03), although AFP and GALAD at these cut-off values had higher specificities (100% and 93%, respectively). CONCLUSIONS: The mt-HBT may significantly improve early stage HCC detection for patients undergoing HCC surveillance, a critical step to increasing curative treatment opportunities and reducing mortality. ClinicalTrials.gov number NCT03628651.
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Carcinoma Hepatocelular , Hepatitis B Crónica , Neoplasias Hepáticas , Biomarcadores , Biomarcadores de Tumor , Carcinoma Hepatocelular/patología , Estudios de Casos y Controles , Galactosiltransferasas , Pruebas Hematológicas , Hepatitis B Crónica/complicaciones , Humanos , Cirrosis Hepática/complicaciones , Neoplasias Hepáticas/patología , Proteínas Nucleares , Precursores de Proteínas , Protrombina , Sensibilidad y Especificidad , alfa-FetoproteínasRESUMEN
BACKGROUND: The US Preventive Services Task Force (USPSTF) includes multitarget stool DNA (mt-sDNA) testing as a colorectal cancer (CRC) screening option in average-risk individuals, but data on colonoscopy outcomes after positive mt-sDNA tests in community settings are needed. AIM: The aim of this study was to investigate colonoscopy outcomes and quality following positive mt-sDNA in the population-based New Hampshire Colonoscopy Registry. METHODS: We compared colonoscopy outcomes and quality between age-matched, sex-matched, and risk-matched patients from 30 endoscopy practices with and without a preceding positive mt-sDNA test. Main outcomes were colonoscopy findings of CRC, advanced noncancerous neoplasia, nonadvanced neoplasia, or normal examination. Quality measures included withdrawal time, bowel preparation quality, examination completion, and percentage of average-risk individuals with normal colonoscopies receiving a USPSTF-recommended 10 year rescreening interval. RESULTS: Individuals with positive mt-sDNA tests (N=306, average age 67.0 y; 61.8% female) were significantly more likely than colonoscopy-only patients (N=918, 66.2 y; 61.8% female) to have CRC (1.3% vs. 0.4%) or advanced noncancerous neoplasia (27.1% vs. 8.2%) (P<0.0001). Neoplasia was found in 68.0% of patients having colonoscopy after a positive mt-sDNA test, (positive predictive value, was 68.0%), versus 42.3% of patients with colonoscopy only (P<0.0001). No significant differences in colonoscopy quality measures were observed between cohorts. CONCLUSIONS: Colonoscopy after a positive mt-sDNA test was more frequently associated with CRC and colorectal neoplasia than colonoscopy alone. Positive mt-sDNA tests can enrich the proportion of colonoscopies with clinically relevant findings. Follow-up recommendations suggest that endoscopists do not inappropriately shorten rescreening intervals in mt-sDNA-positive patients with normal colonoscopy. These findings support the clinical utility of mt-sDNA for CRC screening in community practice.
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Colonoscopía , Neoplasias Colorrectales , Anciano , Neoplasias Colorrectales/diagnóstico , Neoplasias Colorrectales/prevención & control , ADN , Detección Precoz del Cáncer , Heces , Femenino , Humanos , Masculino , Tamizaje Masivo , New Hampshire , Radiofármacos , Sistema de RegistrosRESUMEN
To identify new therapeutic targets in acute myeloid leukemia (AML), we performed small-molecule and small-interfering RNA (siRNA) screens of primary AML patient samples. In 23% of samples, we found sensitivity to inhibition of colony-stimulating factor 1 (CSF1) receptor (CSF1R), a receptor tyrosine kinase responsible for survival, proliferation, and differentiation of myeloid-lineage cells. Sensitivity to CSF1R inhibitor GW-2580 was found preferentially in de novo and favorable-risk patients, and resistance to GW-2580 was associated with reduced overall survival. Using flow cytometry, we discovered that CSF1R is not expressed on the majority of leukemic blasts but instead on a subpopulation of supportive cells. Comparison of CSF1R-expressing cells in AML vs healthy donors by mass cytometry revealed expression of unique cell-surface markers. The quantity of CSF1R-expressing cells correlated with GW-2580 sensitivity. Exposure of primary AML patient samples to a panel of recombinant cytokines revealed that CSF1R inhibitor sensitivity correlated with a growth response to CSF1R ligand, CSF1, and other cytokines, including hepatocyte growth factor (HGF). The addition of CSF1 increased the secretion of HGF and other cytokines in conditioned media from AML patient samples, whereas adding GW-2580 reduced their secretion. In untreated cells, HGF levels correlated significantly with GW-2580 sensitivity. Finally, recombinant HGF and HS-5-conditioned media rescued cell viability after GW-2580 treatment in AML patient samples. Our results suggest that CSF1R-expressing cells support the bulk leukemia population through the secretion of HGF and other cytokines. This study identifies CSF1R as a novel therapeutic target of AML and provides a mechanism of paracrine cytokine/growth factor signaling in this disease.
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Anisoles/farmacología , Leucemia Mieloide Aguda/tratamiento farmacológico , Comunicación Paracrina/efectos de los fármacos , Pirimidinas/farmacología , Receptores de Factor Estimulante de Colonias de Granulocitos y Macrófagos/antagonistas & inhibidores , Microambiente Tumoral/efectos de los fármacos , Antineoplásicos/farmacología , Diferenciación Celular , Supervivencia Celular , Medios de Cultivo Condicionados/farmacología , Femenino , Humanos , Leucemia Mieloide Aguda/metabolismo , Leucemia Mieloide Aguda/patología , Masculino , Pronóstico , Tasa de Supervivencia , Células Tumorales CultivadasRESUMEN
Purpose: The objective of this study was to assess the association between the Oncotype DX Genomic Prostate Score (GPS) assay and long-term outcomes in men with localized prostate cancer (PCa) after radiation therapy (RT). We hypothesized that the GPS assay is prognostic for biochemical failure (BCF), along with distant metastasis (DM) and PCa-specific mortality in patients with PCa receiving RT. Methods and Materials: We retrospectively studied men with localized PCa treated with definitive RT at Georgia Urology from 2010 to 2016. The primary objective was to assess the association between GPS results and time to BCF per the Phoenix criteria; we also assessed time to DM and PCa-specific mortality. We used Cox proportional hazards regression models for all analyses, with clinicopathologic covariates determined a priori for multivariable modeling. Results: A total of 450 patients (median age, 65 years; 35% Black) met eligibility criteria. There was a strong univariable association between GPS result and time to BCF (hazard ratio [HR] per 20-unit increase = 3.08; 95% confidence interval [CI], 2.11-4.46; P < .001), which persisted after adjusting for clinicopathologic characteristics in multivariable analyses. We also observed this association for time to DM (HR = 5.19; 95% CI, 3.06-8.77; P < .001) and PCa-specific mortality (HR = 13.07; 95% CI, 4.42-49.39; P < .001). Race was not a predictor of time to BCF or DM, and the GPS assay was strongly prognostic for all endpoints in Black and White patients. Conclusions: In a community-based cohort, the GPS assay was strongly prognostic for time to BCF as well as long-term outcomes in men treated with RT for localized PCa.
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INTRODUCTION: Surveillance is essential to diagnose and more effectively treat hepatocellular carcinoma (HCC) in at-risk patients. However, the performance of currently recommended surveillance strategies is suboptimal, particularly for early-stage detection, and patient adherence remains low. Here, we establish the analytical performance of a novel liquid biopsy test to evaluate the presence of HCC. METHODS: The multi-target HCC blood test (mt-HBT) integrates results from three DNA methylation markers (HOXA1, TSPYL5, and B3GALT6), the protein biomarker α-fetoprotein (AFP), and patient sex. The methylation markers are quantified from cell-free DNA extracted from plasma, and AFP is measured from serum. We conducted analytical validation studies on the mt-HBT, including analytical sensitivity, linearity, cross-contamination, interference, analytical accuracy, and precision. RESULTS: The mt-HBT performance met all pre-specified analytical performance criteria. The test demonstrated high reproducibility, with ≥97% concordance relative to the expected results for six categories of surrogate samples across the test's dynamic range. Of 17 candidate interfering substances, none caused significant interference to biomarker quantitation, and no occurrences of sample-to-sample cross-contamination were observed. CONCLUSION: These data demonstrate that the mt-HBT can produce consistent, reliable results for patients in the intended-use population, for whom surveillance is recommended.
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Carcinoma Hepatocelular , Neoplasias Hepáticas , Biomarcadores , Biomarcadores de Tumor , Carcinoma Hepatocelular/diagnóstico , Carcinoma Hepatocelular/genética , Galactosiltransferasas , Pruebas Hematológicas , Humanos , Neoplasias Hepáticas/diagnóstico , Neoplasias Hepáticas/genética , Proteínas Nucleares , Reproducibilidad de los Resultados , alfa-Fetoproteínas/metabolismoRESUMEN
Colorectal cancer is a growing burden in adults less than 50 years old. In 2018, the American Cancer Society published a guideline update recommending a reduction in the colorectal cancer screening start age for average-risk individuals from 50 to 45. Implementing these recommendations would have important implications for public health. However, the approximate number of people impacted by this change, the average-risk population ages 45-49, is not well-described in the literature. Here, we provide methodology to conservatively estimate the average-risk and screening-eligible population in the United States, including those who would be impacted by a lowered colorectal cancer screening start age. Using multiple data sources, we estimated the current average-risk population by subtracting individuals with symptomatic colorectal cancer, with a family history of colorectal cancer, and with inflammatory bowel disease and hereditary nonpolyposis colorectal cancer from the total population. Within this population, we estimated the number of screening-eligible individuals by subtracting those with previous colorectal cancer screening (45- to 49-year-old) or up to date with colorectal cancer screening (50- to 74-year-old). The total average-risk population is estimated between 102.1 and 106.5 million people, of whom 43.4-45.2 million people are eligible for colorectal cancer screening. Lowering the screening age would add roughly 19 million people to the average-risk population and increase the current number of screening-eligible individuals on immediate implementation by over 60% (from 27 to 44 million). Estimating the population size impacted by lowering the recommended colorectal cancer screening start age enables more accurate decision-making for policymakers and epidemiologists focused on cancer prevention.
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Neoplasias Colorrectales/diagnóstico , Detección Precoz del Cáncer/normas , Guías de Práctica Clínica como Asunto/normas , Medición de Riesgo/normas , Factores de Edad , Anciano , Neoplasias Colorrectales/epidemiología , Detección Precoz del Cáncer/métodos , Detección Precoz del Cáncer/estadística & datos numéricos , Femenino , Humanos , Masculino , Persona de Mediana Edad , Servicios Preventivos de Salud , Factores de Riesgo , Programa de VERF , Estados Unidos/epidemiologíaRESUMEN
Protective signaling from the leukemia microenvironment leads to leukemia cell persistence, development of resistance, and disease relapse. Here, we demonstrate that fibroblast growth factor 2 (FGF2) from bone marrow stromal cells is secreted in exosomes, which are subsequently endocytosed by leukemia cells, and protect leukemia cells from tyrosine kinase inhibitors (TKIs). Expression of FGF2 and its receptor, FGFR1, are both increased in a subset of stromal cell lines and primary AML stroma; and increased FGF2/FGFR1 signaling is associated with increased exosome secretion. FGFR inhibition (or gene silencing) interrupts stromal autocrine growth and significantly decreases secretion of FGF2-containing exosomes, resulting in less stromal protection of leukemia cells. Likewise, Fgf2 -/- mice transplanted with retroviral BCR-ABL leukemia survive significantly longer than their +/+ counterparts when treated with TKI. Thus, inhibition of FGFR can modulate stromal function, reduce exosome secretion, and may be a therapeutic option to overcome resistance to TKIs. Editorial note: This article has been through an editorial process in which the authors decide how to respond to the issues raised during peer review. The Reviewing Editor's assessment is that all the issues have been addressed (see decision letter).
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Exosomas/metabolismo , Factor 2 de Crecimiento de Fibroblastos/metabolismo , Leucemia Mieloide Aguda/patología , Células Madre Mesenquimatosas/metabolismo , Receptor Tipo 1 de Factor de Crecimiento de Fibroblastos/metabolismo , Transducción de Señal , Animales , Supervivencia Celular , Células Cultivadas , Modelos Animales de Enfermedad , Humanos , Ratones , Ratones NoqueadosRESUMEN
Secreted proteins in the bone marrow microenvironment play critical roles in acute myeloid leukemia (AML). Through an ex vivo functional screen of 94 cytokines, we identified that the pro-inflammatory cytokine interleukin-1 (IL-1) elicited profound expansion of myeloid progenitors in â¼67% of AML patients while suppressing the growth of normal progenitors. Levels of IL-1ß and IL-1 receptors were increased in AML patients, and silencing of the IL-1 receptor led to significant suppression of clonogenicity and in vivo disease progression. IL-1 promoted AML cell growth by enhancing p38MAPK phosphorylation and promoting secretion of various other growth factors and inflammatory cytokines. Treatment with p38MAPK inhibitors reversed these effects and recovered normal CD34+ cells from IL-1-mediated growth suppression. These results highlight the importance of ex vivo functional screening to identify common and actionable extrinsic pathways in genetically heterogeneous malignancies and provide impetus for clinical development of IL-1/IL1R1/p38MAPK pathway-targeted therapies in AML.