RESUMEN
Biomarkers remain the highest value proposition in cancer medicine today-especially protein biomarkers. Despite decades of evolving regulatory frameworks to facilitate the review of emerging technologies, biomarkers have been mostly about promise with very little to show for improvements in human health. Cancer is an emergent property of a complex system, and deconvoluting the integrative and dynamic nature of the overall system through biomarkers is a daunting proposition. The last 2 decades have seen an explosion of multiomics profiling and a range of advanced technologies for precision medicine, including the emergence of liquid biopsy, exciting advances in single-cell analysis, artificial intelligence (machine and deep learning) for data analysis, and many other advanced technologies that promise to transform biomarker discovery. Combining multiple omics modalities to acquire a more comprehensive landscape of the disease state, we are increasingly developing biomarkers to support therapy selection and patient monitoring. Furthering precision medicine, especially in oncology, necessitates moving away from the lens of reductionist thinking toward viewing and understanding that complex diseases are, in fact, complex adaptive systems. As such, we believe it is necessary to redefine biomarkers as representations of biological system states at different hierarchical levels of biological order. This definition could include traditional molecular, histologic, radiographic, or physiological characteristics, as well as emerging classes of digital markers and complex algorithms. To succeed in the future, we must move past purely observational individual studies and instead start building a mechanistic framework to enable integrative analysis of new studies within the context of prior studies. Identifying information in complex systems and applying theoretical constructs, such as information theory, to study cancer as a disease of dysregulated communication could prove to be "game changing" for the clinical outcome of cancer patients.
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Biomarcadores de Tumor , Neoplasias , Humanos , Inteligencia Artificial , Biomarcadores/análisisRESUMEN
Small molecules that target the androgen receptor (AR) are the mainstay of therapy for lethal castration-resistant prostate cancer (CRPC), yet existing drugs lose their efficacy during continued treatment. This evolution of resistance is due to heterogenous mechanisms which include AR mutations causing the identical drug to activate instead of inhibit the receptor. Understanding in molecular detail the paradoxical phenomenon wherein an AR antagonist is transformed into an agonist by structural mutations in the target receptor is thus of paramount importance. Herein, we describe a reciprocal paradox: opposing antagonist and agonist AR regulation determined uniquely by enantiomeric forms of the same drug structure. The antiandrogen BMS-641988, which has (R)-chirality at C-5 encompasses a previously uncharacterized (S)-stereoisomer that is, surprisingly, a potent agonist of AR, as demonstrated by transcriptional assays supported by cell imaging studies. This duality was reproduced in a series of novel compounds derived from the BMS-641988 scaffold. Coupled with in silico modeling studies, the results inform an AR model that explains the switch from potent antagonist to high-affinity agonist in terms of C-5 substituent steric interactions with helix 12 of the ligand binding site. They imply strategies to overcome AR drug resistance and demonstrate that insufficient enantiopurity in this class of AR antagonist can confound efforts to correlate structure with function.
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Antagonistas de Receptores Androgénicos/química , Antagonistas de Receptores Androgénicos/farmacología , Andrógenos/química , Andrógenos/farmacología , Descubrimiento de Drogas , Ensayos de Selección de Medicamentos Antitumorales , Receptores Androgénicos/química , Receptores Androgénicos/metabolismo , Línea Celular Tumoral , Células Cultivadas , Relación Dosis-Respuesta a Droga , Descubrimiento de Drogas/métodos , Humanos , Modelos Moleculares , Estructura Molecular , Unión Proteica , Estereoisomerismo , Relación Estructura-ActividadRESUMEN
We are in the midst of a technological revolution that is providing new insights into human biology and cancer. In this era of big data, we are amassing large amounts of information that is transforming how we approach cancer treatment and prevention. Enactment of the Cancer Moonshot within the 21st Century Cures Act in the USA arrived at a propitious moment in the advancement of knowledge, providing nearly US$2 billion of funding for cancer research and precision medicine. In 2016, the Blue Ribbon Panel (BRP) set out a roadmap of recommendations designed to exploit new advances in cancer diagnosis, prevention, and treatment. Those recommendations provided a high-level view of how to accelerate the conversion of new scientific discoveries into effective treatments and prevention for cancer. The US National Cancer Institute is already implementing some of those recommendations. As experts in the priority areas identified by the BRP, we bolster those recommendations to implement this important scientific roadmap. In this Commission, we examine the BRP recommendations in greater detail and expand the discussion to include additional priority areas, including surgical oncology, radiation oncology, imaging, health systems and health disparities, regulation and financing, population science, and oncopolicy. We prioritise areas of research in the USA that we believe would accelerate efforts to benefit patients with cancer. Finally, we hope the recommendations in this report will facilitate new international collaborations to further enhance global efforts in cancer control.
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Investigación Biomédica/tendencias , Planificación en Salud/tendencias , Prioridades en Salud , National Cancer Institute (U.S.)/tendencias , Neoplasias/terapia , Investigación Biomédica/métodos , Predicción , Humanos , Oncología Médica/tendencias , Neoplasias/diagnóstico , Medicina de Precisión/tendencias , Estados UnidosRESUMEN
BACKGROUND: Registry studies and case-control studies have demonstrated that the risk of acute myocardial infarction (AMI) is increased following influenza infection. Small randomized trials, underpowered for clinical end points, indicate that future cardiovascular events can be reduced following influenza vaccination in patients with established cardiovascular disease. Influenza vaccination is recommended by international guidelines for patients with cardiovascular disease, but uptake is varying and vaccination is rarely prioritized during hospitalization for AMI. METHODS/DESIGN: The Influenza vaccination After Myocardial Infarction (IAMI) trial is a double-blind, multicenter, prospective, registry-based, randomized, placebo-controlled, clinical trial. A total of 4,400 patients with ST-segment elevation myocardial infarction (STEMI) or non-STEMI undergoing coronary angiography will randomly be assigned either to in-hospital influenza vaccination or to placebo. Baseline information is collected from national heart disease registries, and follow-up will be performed using both registries and a structured telephone interview. The primary end point is a composite of time to all-cause death, a new AMI, or stent thrombosis at 1 year. IMPLICATIONS: The IAMI trial is the largest randomized trial to date to evaluate the effect of in-hospital influenza vaccination on death and cardiovascular outcomes in patients with STEMI or non-STEMI. The trial is expected to provide highly relevant clinical data on the efficacy of influenza vaccine as secondary prevention after AMI.
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Virus de la Influenza A/inmunología , Vacunas contra la Influenza/farmacología , Gripe Humana/prevención & control , Infarto del Miocardio/cirugía , Sistema de Registros , Vacunación/métodos , Anciano , Dinamarca/epidemiología , Método Doble Ciego , Electrocardiografía , Femenino , Estudios de Seguimiento , Humanos , Incidencia , Gripe Humana/complicaciones , Gripe Humana/epidemiología , Masculino , Persona de Mediana Edad , Infarto del Miocardio/complicaciones , Infarto del Miocardio/mortalidad , Intervención Coronaria Percutánea , Estudios Prospectivos , Tasa de Supervivencia/tendencias , Suecia/epidemiologíaRESUMEN
BACKGROUND: Docetaxel-prednisone (DP) is an approved therapy for metastatic castration-resistant prostate cancer (mCRPC). Orteronel (TAK-700) is an investigational, selective, non-steroidal inhibitor of 17,20-lyase, a key enzyme in androgenic hormone production. This phase 1/2 study evaluated orteronel plus DP in mCRPC patients. METHODS: Adult men with chemotherapy-naïve mCRPC, serum prostate-specific antigen (PSA) ≥5 ng/mL, and serum testosterone <50 ng/dL received oral orteronel 200 or 400 mg twice-daily (BID) in phase 1 to determine the recommended dose for phase 2, plus intravenous docetaxel 75 mg/m(2) every 3 weeks, and oral prednisone 5 mg BID. Phase 2 objectives included safety, pharmacokinetics, and efficacy. RESULTS: In phase 1 (n = 6, orteronel 200 mg; n = 8, orteronel 400 mg), there was one dose-limiting toxicity of grade 3 febrile neutropenia at 400 mg BID. This dose was evaluated further in phase 2 (n = 23). After 4 cycles, 68, 59, and 23% of patients achieved ≥30, ≥50, and ≥90% PSA reductions, respectively; median best PSA response was -77%. Seven of 10 (70%) RECIST-evaluable patients achieved objective partial responses. Median time to PSA progression and radiographic disease progression was 6.7 and 12.9 months, respectively. Dehydroepiandrosterone-sulfate (DHEA-S) and testosterone levels were rapidly and durably reduced. Common adverse events were fatigue (78%), alopecia (61%), diarrhea (48%), nausea (43%), dysgeusia (39%), and neutropenia (39%). Orteronel and docetaxel pharmacokinetics were similar alone and in combination. CONCLUSIONS: Orteronel plus DP was tolerable, with substantial reductions in PSA, DHEA-S, and testosterone levels, and evidence for measurable disease responses.
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Antineoplásicos/uso terapéutico , Imidazoles/uso terapéutico , Naftalenos/uso terapéutico , Prednisona/uso terapéutico , Taxoides/uso terapéutico , Anciano , Anciano de 80 o más Años , Antineoplásicos/administración & dosificación , Antineoplásicos/efectos adversos , Protocolos de Quimioterapia Combinada Antineoplásica , Sulfato de Deshidroepiandrosterona/sangre , Progresión de la Enfermedad , Supervivencia sin Enfermedad , Docetaxel , Relación Dosis-Respuesta a Droga , Humanos , Imidazoles/administración & dosificación , Imidazoles/efectos adversos , Masculino , Persona de Mediana Edad , Naftalenos/administración & dosificación , Naftalenos/efectos adversos , Prednisona/administración & dosificación , Antígeno Prostático Específico , Neoplasias de la Próstata Resistentes a la Castración/tratamiento farmacológico , Esteroide 17-alfa-Hidroxilasa/antagonistas & inhibidores , Taxoides/administración & dosificación , Testosterona/sangreRESUMEN
OBJECTIVE: Prostate cancer survivors have reported cognitive complaints following treatment, and these difficulties may be associated with survivors' ongoing cancer-related distress. Intolerance of uncertainty may exacerbate this hypothesized relationship by predisposing individuals to approach uncertain situations such as cancer survivorship in an inflexible and negative manner. We investigated whether greater cognitive complaints and higher intolerance of uncertainty would interact in their relation to more cancer-related distress symptoms. METHODS: This cross-sectional, questionnaire-based study included 67 prostate cancer survivors who were 3 to 5 years post treatment. Hierarchical multiple regression analyses tested the extent to which intolerance of uncertainty, cognitive complaints, and their interaction were associated with cancer-related distress (measured with the Impact of Event Scale-Revised; IES-R) after adjusting for age, education, physical symptoms, and fear of cancer recurrence. RESULTS: Intolerance of uncertainty was positively associated with the IES-R avoidance and hyperarousal subscales. More cognitive complaints were associated with higher scores on the IES-R hyperarousal subscale. The interaction of intolerance of uncertainty and cognitive complaints was significantly associated with IES-R intrusion, such that greater cognitive complaints were associated with greater intrusive thoughts in survivors high in intolerance of uncertainty but not those low in it. CONCLUSIONS: Prostate cancer survivors who report cognitive difficulties or who find uncertainty uncomfortable and unacceptable may be at greater risk for cancer-related distress, even 3 to 5 years after completing treatment. It may be beneficial to address both cognitive complaints and intolerance of uncertainty in psychosocial interventions.
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Trastornos del Conocimiento/psicología , Neoplasias de la Próstata/psicología , Estrés Psicológico/psicología , Sobrevivientes/psicología , Incertidumbre , Anciano , Ansiedad/psicología , Cognición , Estudios Transversales , Depresión/psicología , Humanos , Masculino , Persona de Mediana Edad , Análisis Multivariante , Análisis de RegresiónRESUMEN
Advanced prostate cancer can progress to systemic metastatic tumors, which are generally androgen insensitive and ultimately lethal. Here, we report a comprehensive genomic survey for somatic events in systemic metastatic prostate tumors using both high-resolution copy number analysis and targeted mutational survey of 3508 exons from 577 cancer-related genes using next generation sequencing. Focal homozygous deletions were detected at 8p22, 10q23.31, 13q13.1, 13q14.11, and 13q14.12. Key genes mapping within these deleted regions include PTEN, BRCA2, C13ORF15, and SIAH3. Focal high-level amplifications were detected at 5p13.2-p12, 14q21.1, 7q22.1, and Xq12. Key amplified genes mapping within these regions include SKP2, FOXA1, and AR. Furthermore, targeted mutational analysis of normal-tumor pairs has identified somatic mutations in genes known to be associated with prostate cancer including AR and TP53, but has also revealed novel somatic point mutations in genes including MTOR, BRCA2, ARHGEF12, and CHD5. Finally, in one patient where multiple independent metastatic tumors were available, we show common and divergent somatic alterations that occur at both the copy number and point mutation level, supporting a model for a common clonal progenitor with metastatic tumor-specific divergence. Our study represents a deep genomic analysis of advanced metastatic prostate tumors and has revealed candidate somatic alterations, possibly contributing to lethal prostate cancer.
Asunto(s)
Análisis Mutacional de ADN , Dosificación de Gen/genética , Genes Relacionados con las Neoplasias/genética , Metástasis de la Neoplasia/genética , Neoplasias de la Próstata/genética , Hibridación Genómica Comparativa , ADN de Neoplasias/análisis , Exones/genética , Genes Supresores de Tumor , Humanos , Masculino , Metástasis de la Neoplasia/patología , Análisis de Secuencia por Matrices de Oligonucleótidos , Oncogenes/genética , Mutación Puntual/genética , Neoplasias de la Próstata/patología , Análisis de Secuencia de ADNRESUMEN
BACKGROUND: Anterior gradient 2 (AGR2) is associated with metastatic progression in prostate cancer cells as well as other normal and malignant tissues. We investigated AGR2 expression in patients with metastatic prostate cancer. METHODS: Blood was collected from 44 patients with metastatic prostate cancer separated as: castration sensitive prostate cancer (CSPC, n = 5); castration resistant prostate cancer (CRPC, n = 36); and neuroendocrine-predominate CRPC defined by PSA ≤ 1 ng/ml in the presence of wide-spread metastatic disease (NE-CRPC, n = 3). AGR2 mRNA levels were measured with RT-PCR in circulating tumor cell (CTC)-enriched peripheral blood. Plasma AGR2 levels were determined via ELISA assay. AGR2 expression was modulated in prostate cancer cell lines using plasmid and viral vectors. RESULTS: AGR2 mRNA levels are elevated in CTCs and strongly correlated with CTC enumeration. Plasma AGR2 levels are elevated in all sub-groups. AGR2 levels vary independently to PSA and change in some patients in response to androgen-directed and other therapies. Plasma AGR2 levels are highest in the NE-CRPC sub-group. A correlation between AGR2, chromagranin A (CGA), and neuron-specific enolase (NSE) expression is demonstrated in prostate cancer cell lines. CONCLUSIONS: We conclude that AGR2 expression is elevated at the mRNA and protein level in patients with metastatic prostate cancer. In particular, we find that AGR2 expression is associated features consistent with neuroendocrine, or anaplastic, prostate cancer, exemplified by an aggressive clinical phenotype without elevation in circulating PSA levels. Further studies are warranted to explore the mechanistic and prognostic implications of AGR2 expression in this patient population.
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Adenocarcinoma/metabolismo , Biomarcadores de Tumor/metabolismo , Tumores Neuroendocrinos/patología , Fenotipo , Neoplasias de la Próstata/metabolismo , Neoplasias de la Próstata/secundario , Proteínas/metabolismo , Adenocarcinoma/secundario , Anciano , Estudios de Casos y Controles , Línea Celular Tumoral , Cromogranina A/metabolismo , Progresión de la Enfermedad , Humanos , Masculino , Persona de Mediana Edad , Mucoproteínas , Metástasis de la Neoplasia , Células Neoplásicas Circulantes/metabolismo , Células Neoplásicas Circulantes/patología , Proteínas Oncogénicas , Fosfopiruvato Hidratasa/metabolismo , Antígeno Prostático Específico/sangre , ARN Mensajero/metabolismoRESUMEN
BACKGROUND: This trial evaluated the safety, tolerability and maximum tolerated dose (MTD) of afatinib, a novel ErbB Family Blocker. METHODS: In this open-label, dose-escalation Phase I study, afatinib was administered continuously, orally, once-daily for 28 days to patients with advanced or metastatic solid tumors. Dose escalation was performed in a 3 + 3 design, with a starting dose of 10 mg/day (d); doses were doubled for each successive cohort until the MTD was defined. The MTD cohort was expanded to a total of 19 patients. Incidence and severity of adverse events (AEs), antitumor activity and pharmacokinetics were assessed. RESULTS: Thirty patients received at least one dose of afatinib. Twenty-nine patients were evaluable for response. Dose-limiting toxicities (DLTs) consisting of Grade 3 diarrhea were observed in two out of three patients treated at 60 mg/d. The MTD was determined at 40 mg/d. The most frequent treatment-related AEs were diarrhea and mucosal inflammation reported in 76.7% and 43.3% of patients respectively. Five patients had stable disease with a median progression-free survival of 111 days. No objective responses occurred. Pharmacokinetic data showed no deviation from dose-proportionality and steady-state was reached on Day 8 at the latest. CONCLUSIONS: Afatinib was well tolerated with manageable side effects when administered once-daily, continuously at a dose of 40 mg.
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Neoplasias/tratamiento farmacológico , Quinazolinas/farmacocinética , Quinazolinas/uso terapéutico , Administración Oral , Adulto , Afatinib , Anciano , Anciano de 80 o más Años , Estudios de Cohortes , Relación Dosis-Respuesta a Droga , Esquema de Medicación , Femenino , Estudios de Seguimiento , Humanos , Masculino , Dosis Máxima Tolerada , Persona de Mediana Edad , Pronóstico , Distribución TisularRESUMEN
OBJECTIVE: Most men diagnosed with prostate cancer in the USA will survive. Of the many aspects of survivorship affected by prostate cancer, body image receives limited attention despite some indication that it may be important to men with the disease. The present study investigated how body image changes over time and the relations between changes in body image and quality of life (QOL) in men with prostate cancer. METHODS: In a longitudinal design, patients (N = 74) completed questionnaires before treatment (T1) and at 1 month (T2) and 2 years (T3) following treatment completion. RESULTS: Growth curve modeling indicated that there was no significant change over time in group-level body image scores. However, hormone treatment was associated with a negative trajectory of change over 2 years. Also, analysis of individual difference scores indicated that ≥50% of patients demonstrated change of at least 0.5 standard deviation between time points. Hierarchical regression indicated that change in body image between T1 and T2 was significantly associated with change in QOL between T1 and T3, while controlling for demographic variables, treatment, treatment-related functioning, and general and treatment-specific positive expectations. In predicting change in body image between T1 and T2, treatment-specific positive expectation was the only significant predictor. CONCLUSIONS: The present study demonstrates that body image is an important component of the prostate cancer experience. Findings suggest that body image has a meaningful association with QOL among prostate cancer survivors.
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Imagen Corporal/psicología , Neoplasias de la Próstata/psicología , Neoplasias de la Próstata/terapia , Calidad de Vida/psicología , Anciano , Anciano de 80 o más Años , Humanos , Estudios Longitudinales , Masculino , Persona de Mediana Edad , Encuestas y Cuestionarios , Sobrevivientes , Estados UnidosRESUMEN
BACKGROUND: Integrins mediate invasion and angiogenesis in prostate cancer bone metastases. We conducted a phase II study of cilengitide, a selective antagonist of α(v)ß(3) and α(v)ß(5) integrins, in non-metastatic castration resistant prostate cancer with rising PSA. METHODS: Patients were observed for 4 weeks with PSA monitoring, and then treated with 2,000 mg IV of cilengitide twice weekly until toxicity/progression. PSA, circulating tumor cells (CTCs) and circulating endothelial cells (CECs) were monitored each cycle with imaging performed every three cycles. Primary end point was PSA decline by ≥ 50%. Secondary endpoints were safety, PSA slope, time to progression (TTP), overall survival (OS), CTCs, CECs and gene expression. RESULTS: 16 pts were enrolled; 13 were eligible with median age 65.5 years, baseline PSA 8.4 ng/mL and median Gleason sum 7. Median of three cycles was administered. Treatment was well tolerated with two grade three toxicities and no grade four toxicities. There were no PSA responses; 11 patients progressed by PSA after three cycles. Median TTP was 1.8 months and median OS has not been reached. Median pre- and on-treatment PSA slopes were 1.1 and 1.8 ng/mL/month. Baseline CTCs were detected in 1/9 patients. CTC increased (0 to 1; 2 pts), remained at 0 (2 pts) or decreased (23 to 0; 1 patient) at progression. Baseline median CEC was 26 (0-61) and at progression, 47 (15-148). Low cell counts precluded gene expression studies. CONCLUSIONS: Cilengitide was well tolerated but had no detectable clinical activity. CTCs are of questionable utility in non-metastatic prostate cancer.
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Antagonistas de Andrógenos/uso terapéutico , Antineoplásicos/uso terapéutico , Resistencia a Antineoplásicos , Neoplasias de la Próstata/tratamiento farmacológico , Venenos de Serpiente/uso terapéutico , Anciano , Antineoplásicos/administración & dosificación , Antineoplásicos/efectos adversos , Progresión de la Enfermedad , Esquema de Medicación , Células Endoteliales/efectos de los fármacos , Células Endoteliales/metabolismo , Humanos , Infusiones Intravenosas , Integrina alfaVbeta3/antagonistas & inhibidores , Integrina alfaVbeta3/metabolismo , Estimación de Kaplan-Meier , Masculino , Persona de Mediana Edad , Clasificación del Tumor , Células Neoplásicas Circulantes/efectos de los fármacos , Células Neoplásicas Circulantes/patología , Antígeno Prostático Específico/sangre , Neoplasias de la Próstata/metabolismo , Neoplasias de la Próstata/mortalidad , Neoplasias de la Próstata/patología , Receptores de Vitronectina/antagonistas & inhibidores , Receptores de Vitronectina/metabolismo , Venenos de Serpiente/administración & dosificación , Venenos de Serpiente/efectos adversos , Factores de Tiempo , Insuficiencia del Tratamiento , Estados UnidosRESUMEN
R-etodolac, a nonsteroidal anti-inflammatory drug, inhibits the progression of CWRSA6 androgen-independent and LuCaP-35 androgen-dependent prostate cancer xenograft growth through downregulation of cyclin D1 expression via the PPARgamma pathway. PPARgamma protein degradation, observed post-R-etodolac treatment, resulted from phospho-MAP kinase (p44/42) induction by R-etodolac negatively regulating PPARgamma function. Negative regulation of PPARgamma was overcome by a combination regimen of R-etodolac with the HER-kinase axis inhibitor, rhuMab 2C4, which demonstrated an additive antitumor effect. We further show that the inhibition of HER-kinase activity by rhuMab 2C4 is sufficient to inhibit PPARgamma protein degradation. This study introduces a novel concept of an in vivo crosstalk between the HER-kinase axis and PPARgamma pathways, ultimately leading to negative regulation of PPARgamma activity and tumor growth inhibition.
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Receptores ErbB/antagonistas & inhibidores , Etodolaco/farmacología , Proteínas Quinasas Activadas por Mitógenos/metabolismo , Receptores Citoplasmáticos y Nucleares/metabolismo , Factores de Transcripción/metabolismo , Animales , Antineoplásicos/farmacología , Compuestos Azo/farmacología , Western Blotting , Antígenos CD36/biosíntesis , Línea Celular , Línea Celular Tumoral , Colorantes/farmacología , Ciclina D1/biosíntesis , Ciclina D1/metabolismo , Regulación hacia Abajo , Activación Enzimática , Citometría de Flujo , Humanos , Metabolismo de los Lípidos , Sistema de Señalización de MAP Quinasas , Masculino , Ratones , Ratones Desnudos , Modelos Biológicos , Modelos Químicos , Monocitos/metabolismo , Células 3T3 NIH , Trasplante de Neoplasias , Neoplasias de la Próstata/patología , Isoformas de Proteínas , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Factores de Tiempo , Activación Transcripcional , TransfecciónRESUMEN
ErbB2 is a ligand-less member of the ErbB receptor family that functions as a coreceptor with EGFR, ErbB3, and ErbB4. Here, we describe an approach to target ErbB2's role as a coreceptor using a monoclonal antibody, 2C4, which sterically hinders ErbB2's recruitment into ErbB ligand complexes. Inhibition of ligand-dependent ErbB2 signaling by 2C4 occurs in both low- and high-ErbB2-expressing systems. Since the ErbB3 receptor contains an inactive tyrosine kinase domain, 2C4 is very effective in blocking heregulin-mediated ErbB3-ErbB2 signaling. We demonstrate that the in vitro and in vivo growth of several breast and prostate tumor models is inhibited by 2C4 treatment.
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Anticuerpos Monoclonales/uso terapéutico , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/patología , Neoplasias de la Próstata/tratamiento farmacológico , Neoplasias de la Próstata/patología , Receptor ErbB-2/antagonistas & inhibidores , Transducción de Señal , Andrógenos/metabolismo , Animales , Anticuerpos Monoclonales/inmunología , Antineoplásicos/farmacología , Antineoplásicos/uso terapéutico , Neoplasias de la Mama/metabolismo , División Celular/efectos de los fármacos , Femenino , Regulación Neoplásica de la Expresión Génica , Humanos , Ligandos , Masculino , Ratones , Trasplante de Neoplasias , Neurregulina-1/farmacología , Neoplasias de la Próstata/metabolismo , Unión Proteica/efectos de los fármacos , ARN Mensajero/genética , ARN Mensajero/metabolismo , Receptor ErbB-2/genética , Receptor ErbB-2/inmunología , Receptor ErbB-2/metabolismo , Receptor ErbB-3/metabolismo , Transducción de Señal/efectos de los fármacos , Factores de Tiempo , Trasplante Heterólogo , Células Tumorales CultivadasRESUMEN
Many initially successful anticancer therapies lose effectiveness over time, and eventually, cancer cells acquire resistance to the therapy. Acquired resistance remains a major obstacle to improving remission rates and achieving prolonged disease-free survival. Consequently, novel approaches to overcome or prevent resistance are of significant clinical importance. There has been considerable interest in treating non-small cell lung cancer (NSCLC) with combinations of EGFR-targeted therapeutics (e.g., erlotinib) and cytotoxic therapeutics (e.g., paclitaxel); however, acquired resistance to erlotinib, driven by a variety of mechanisms, remains an obstacle to treatment success. In about 50% of cases, resistance is due to a T790M point mutation in EGFR, and T790M-containing cells ultimately dominate the tumor composition and lead to tumor regrowth. We employed a combined experimental and mathematical modeling-based approach to identify treatment strategies that impede the outgrowth of primary T790M-mediated resistance in NSCLC populations. Our mathematical model predicts the population dynamics of mixtures of sensitive and resistant cells, thereby describing how the tumor composition, initial fraction of resistant cells, and degree of selective pressure influence the time until progression of disease. Model development relied upon quantitative experimental measurements of cell proliferation and death using a novel microscopy approach. Using this approach, we systematically explored the space of combination treatment strategies and demonstrated that optimally timed sequential strategies yielded large improvements in survival outcome relative to monotherapies at the same concentrations. Our investigations revealed regions of the treatment space in which low-dose sequential combination strategies, after preclinical validation, may lead to a tumor reduction and improved survival outcome for patients with T790M-mediated resistance.