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1.
Int J Cancer ; 150(4): 603-616, 2022 02 15.
Artículo en Inglés | MEDLINE | ID: mdl-34648658

RESUMEN

Biomarkers with relevance for loco-regional therapy are needed in human papillomavirus negative aka HPV(-) head and neck squamous cell carcinoma (HNSCC). Based on the premise that DNA methylation pattern is highly conserved, we sought to develop a reliable and robust methylome-based classifier identifying HPV(-) HNSCC patients at risk for loco-regional recurrence (LR) and all-event progression after postoperative radiochemotherapy (PORT-C). The training cohort consisted of HPV-DNA negative HNSCC patients (n = 128) homogeneously treated with PORT-C in frame of the German Cancer Consortium-Radiation Oncology Group (DKTK-ROG) multicenter biomarker trial. DNA Methylation analysis was performed using Illumina 450 K and 850 K-EPIC microarray technology. The performance of the classifier was integrated with a series of biomarkers studied in the training set namely hypoxia-, 5-microRNA (5-miR), stem-cell gene-expression signatures and immunohistochemistry (IHC)-based immunological characterization of tumors (CD3/CD8/PD-L1/PD1). Validation occurred in an independent cohort of HPV(-) HNSCC patients, pooled from two German centers (n = 125). We identified a 38-methylation probe-based HPV(-) Independent Classifier of disease Recurrence (HICR) with high prognostic value for LR, distant metastasis and overall survival (P < 10-9 ). HICR remained significant after multivariate analysis adjusting for anatomical site, lymph node extracapsular extension (ECE) and size (T-stage). HICR high-risk tumors were enriched for younger patients with hypoxic tumors (15-gene signature) and elevated 5-miR score. After adjustment for hypoxia and 5-miR covariates, HICR maintained predicting all endpoints. HICR provides a novel mean for assessing the risk of LR in HPV(-) HNSCC patients treated with PORT-C and opens a new opportunity for biomarker-assisted stratification and therapy adaptation in these patients.


Asunto(s)
Quimioradioterapia , Metilación de ADN , ADN de Neoplasias/metabolismo , Neoplasias de Cabeza y Cuello/genética , Recurrencia Local de Neoplasia/etiología , Carcinoma de Células Escamosas de Cabeza y Cuello/genética , Terapia Combinada , Femenino , Neoplasias de Cabeza y Cuello/inmunología , Neoplasias de Cabeza y Cuello/terapia , Neoplasias de Cabeza y Cuello/virología , Humanos , Masculino , MicroARNs/análisis , Persona de Mediana Edad , Papillomaviridae/aislamiento & purificación , Carcinoma de Células Escamosas de Cabeza y Cuello/inmunología , Carcinoma de Células Escamosas de Cabeza y Cuello/terapia , Carcinoma de Células Escamosas de Cabeza y Cuello/virología
2.
Respir Res ; 19(1): 14, 2018 01 18.
Artículo en Inglés | MEDLINE | ID: mdl-29347981

RESUMEN

BACKGROUND: Fibrosis is a delayed side effect of radiation therapy (RT). Connective tissue growth factor (CTGF) promotes the development of fibrosis in multiple settings, including pulmonary radiation injury. METHODS: To better understand the cellular interactions involved in RT-induced lung injury and the role of CTGF in these responses, microarray expression profiling was performed on lungs of irradiated and non-irradiated mice, including mice treated with the anti-CTGF antibody pamrevlumab (FG-3019). Between group comparisons (Welch's t-tests) and principal components analyses were performed in Genespring. RESULTS: At the mRNA level, the ability of pamrevlumab to prolong survival and ameliorate RT-induced radiologic, histologic and functional lung deficits was correlated with the reversal of a clear enrichment in mast cell, macrophage, dendritic cell and mesenchymal gene signatures. Cytokine, growth factor and matrix remodeling genes that are likely to contribute to RT pneumonitis and fibrosis were elevated by RT and attenuated by pamrevlumab, and likely contribute to the cross-talk between enriched cell-types in injured lung. CONCLUSIONS: CTGF inhibition had a normalizing effect on select cell-types, including immune cells not typically regarded as being regulated by CTGF. These results suggest that interactions between RT-recruited cell-types are critical to maintaining the injured state; that CTGF plays a key role in this process; and that pamrevlumab can ameliorate RT-induced lung injury in mice and may provide therapeutic benefit in other immune and fibrotic disorders.


Asunto(s)
Anticuerpos Monoclonales/farmacología , Factor de Crecimiento del Tejido Conjuntivo/metabolismo , Pulmón/metabolismo , Pulmón/efectos de la radiación , Fibrosis Pulmonar/metabolismo , Traumatismos Experimentales por Radiación/metabolismo , Animales , Anticuerpos Monoclonales/uso terapéutico , Anticuerpos Monoclonales Humanizados , Factor de Crecimiento del Tejido Conjuntivo/antagonistas & inhibidores , Femenino , Expresión Génica , Pulmón/efectos de los fármacos , Mastocitos/efectos de los fármacos , Mastocitos/metabolismo , Mastocitos/efectos de la radiación , Ratones , Ratones Endogámicos C57BL , Fibrosis Pulmonar/tratamiento farmacológico , Fibrosis Pulmonar/etiología , Traumatismos Experimentales por Radiación/tratamiento farmacológico
3.
Strahlenther Onkol ; 190(11): 1037-45, 2014 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-24863573

RESUMEN

INTRODUCTION: Mesenchymal stem cells (MSCs) can regenerate damaged tissues and may therefore be of importance for normal tissue repair after cancer treatment. Small molecule receptor kinase inhibitors (RKIs) have recently been introduced into cancer treatment. However, the influence of these drugs-particularly in combination with radiotherapy-on the survival of MSCs is largely unknown. METHODS: The sensitivity of human primary MSCs from healthy volunteers and primary human fibroblast cells to small molecule kinase inhibitors of the vascular endothelial growth factor (VEGF), platelet-derived growth factor (PDGF) and transforming growth factor ß (TGFß) receptors, as well to inhibitors of c-Kit, was examined in combination with ionizing radiation (IR); cell survival and proliferation were assessed. Expression patterns of different kinase receptors and ligands were investigated using gene arrays. RESULTS: MSCs were highly sensitive to the tyrosine kinase inhibitors SU14816 (imatinib) and SU11657 (sunitinib), but showed only moderate sensitivity to the selective TGFß receptor 1 inhibitor LY2109761. Primary adult human fibroblasts were comparably resistant to all three inhibitors. The addition of IR had an additive or supra-additive effect in the MSCs, but this was not the case for differentiated fibroblasts. Proliferation was markedly reduced in MSCs following kinase inhibition, both with and without IR. Gene expression analysis revealed high levels of the PDGF α and ß receptors, and lower levels of the TGFß receptor 2 and Abl kinase. IR did not alter the expression of kinase receptors or their respective ligands in either MSCs or adult fibroblasts. CONCLUSION: These data show that MSCs are highly sensitive to RKIs and combination treatments incorporating IR. Expression analyses suggest that high levels of PDGF receptors may contribute to this effect.


Asunto(s)
Células Madre Mesenquimatosas/fisiología , Inhibidores de Proteínas Quinasas/administración & dosificación , Receptores del Factor de Crecimiento Derivado de Plaquetas/antagonistas & inhibidores , Apoptosis/efectos de los fármacos , Apoptosis/fisiología , Apoptosis/efectos de la radiación , Supervivencia Celular/efectos de los fármacos , Supervivencia Celular/fisiología , Supervivencia Celular/efectos de la radiación , Células Cultivadas , Relación Dosis-Respuesta a Droga , Relación Dosis-Respuesta en la Radiación , Humanos , Células Madre Mesenquimatosas/efectos de los fármacos , Células Madre Mesenquimatosas/efectos de la radiación , Dosis de Radiación
4.
Clin Cancer Res ; 29(16): 3051-3064, 2023 08 15.
Artículo en Inglés | MEDLINE | ID: mdl-37058257

RESUMEN

PURPOSE: Tumor hypoxia is a paradigmatic negative prognosticator of treatment resistance in head and neck squamous cell carcinoma (HNSCC). The lack of robust and reliable hypoxia classifiers limits the adaptation of stratified therapies. We hypothesized that the tumor DNA methylation landscape might indicate epigenetic reprogramming induced by chronic intratumoral hypoxia. EXPERIMENTAL DESIGN: A DNA-methylome-based tumor hypoxia classifier (Hypoxia-M) was trained in the TCGA (The Cancer Genome Atlas)-HNSCC cohort based on matched assignments using gene expression-based signatures of hypoxia (Hypoxia-GES). Hypoxia-M was validated in a multicenter DKTK-ROG trial consisting of human papillomavirus (HPV)-negative patients with HNSCC treated with primary radiochemotherapy (RCHT). RESULTS: Although hypoxia-GES failed to stratify patients in the DKTK-ROG, Hypoxia-M was independently prognostic for local recurrence (HR, 4.3; P = 0.001) and overall survival (HR, 2.34; P = 0.03) but not distant metastasis after RCHT in both cohorts. Hypoxia-M status was inversely associated with CD8 T-cell infiltration in both cohorts. Hypoxia-M was further prognostic in the TCGA-PanCancer cohort (HR, 1.83; P = 0.04), underscoring the breadth of this classifier for predicting tumor hypoxia status. CONCLUSIONS: Our findings highlight an unexplored avenue for DNA methylation-based classifiers as biomarkers of tumoral hypoxia for identifying high-risk features in patients with HNSCC tumors. See related commentary by Heft Neal and Brenner, p. 2954.


Asunto(s)
Carcinoma de Células Escamosas , Neoplasias de Cabeza y Cuello , Infecciones por Papillomavirus , Humanos , Carcinoma de Células Escamosas de Cabeza y Cuello/genética , Carcinoma de Células Escamosas de Cabeza y Cuello/terapia , Carcinoma de Células Escamosas/genética , Carcinoma de Células Escamosas/terapia , Carcinoma de Células Escamosas/mortalidad , Hipoxia Tumoral/genética , Infecciones por Papillomavirus/complicaciones , Infecciones por Papillomavirus/genética , Infecciones por Papillomavirus/virología , Epigenoma , Recurrencia Local de Neoplasia/genética , Neoplasias de Cabeza y Cuello/genética , Neoplasias de Cabeza y Cuello/terapia , Pronóstico , Quimioradioterapia , Hipoxia/genética , ADN
5.
Cancers (Basel) ; 14(3)2022 Jan 28.
Artículo en Inglés | MEDLINE | ID: mdl-35158950

RESUMEN

PURPOSE: To assess the value of whole blood transcriptome data from liquid biopsy (lbx) in recurrent high-grade glioma (rHGG) patients for longitudinal molecular monitoring of tumor evolution under carbon ion irradiation (CIR). METHODS: Whole blood transcriptome (WBT) analysis (Illumina HumanHT-12 Expression BeadChips) was performed in 14 patients with rHGG pre re-irradiation (reRT) with CIR and 3, 6 and 9 weeks post-CIR (reRT grade III:5, 36%, IV:9, 64%). Patients were irradiated with 30, 33, 36 GyRBE (n = 5, 6, 3) in 3GyRBE per fraction. RESULTS: WTB analysis showed stable correlation with treatment characteristics and patients tumor grade, indicating a preserved tumor origin specific as well as dynamic transcriptional fingerprints of peripheral blood cells. Initial histopathologic tumor grade was indirectly associated with TMEM173 (STING), DNA-repair (ATM, POLD4) and hypoxia related genes. DNA-repair, chromatin remodeling (LIG1, SMARCD1) and immune response (FLT3LG) pathways were affected post-CIR. Longitudinal WTB fingerprints identified two distinct trajectories of rHGG evolution, characterized by differential and prognostic CRISPLD2 expression pre-CIR. CONCLUSIONS: Lbx based WTB analysis holds the potential for molecular stratification of rHGG patients and therapy monitoring. We demonstrate the feasibility of the peripheral blood transcriptome as a sentinel organ for identification of patient, tumor characteristics and CIR specific fingerprints in rHGG.

6.
Front Oncol ; 12: 901390, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36203443

RESUMEN

Background: Selective uptake of (18)F-fluoro-ethyl-tyrosine (18F-FET) is used in high-grade glioma (HGG) to assess tumor metabolic activity via positron emission tomography (PET). We aim to investigate its value for target volume definition, as a prognosticator, and associations with whole-blood transcriptome liquid biopsy (WBT lbx) for which we recently reported feasibility to mirror tumor characteristics and response to particle irradiation in recurrent HGG (rHGG). Methods: 18F-FET-PET data from n = 43 patients with primary glioblastoma (pGBM) and n = 33 patients with rHGG were assessed. pGBM patients were irradiated with photons and sequential proton/carbon boost, and rHGG patients were treated with carbon re-irradiation (CIR). WBT (Illumina HumanHT-12 Expression BeadChips) lbx was available for n = 9 patients from the rHGG cohort. PET isocontours (40%-70% SUVmax, 10% steps) and MRI-based treatment volumes (MRIvol) were compared using the conformity index (CI) (pGBM, n = 16; rHGG, n = 27). Associations with WBT lbx data were tested on gene expression level and inferred pathways activity scores (PROGENy) and from transcriptome estimated cell fractions (CIBERSORT, xCell). Results: In pGBM, median SUVmax was higher in PET acquired pre-radiotherapy (4.1, range (R) 1.5-7.8; n = 20) vs. during radiotherapy (3.3, R 1.5-5.7, n = 23; p = 0.03) and in non-resected (4.7, R 2.9-7.9; n = 11) vs. resected tumors (3.3, R 1.5-7.8, n = 32; p = 0.01). In rHGG, a trend toward higher SUVmax values in grade IV tumors was observed (p = 0.13). Median MRIvol was 32.34 (R 8.75-108.77) cm3 in pGBM (n = 16) and 20.77 (R 0.63-128.44) cm3 in rHGG patients (n = 27). The highest median CI was observed for 40% (pGBM, 0.31) and 50% (rHGG, 0.43, all tumors) isodose, with 70% (40%) isodose in grade III (IV) rHGG tumors (median CI, 0.38 and 0.49). High SUVmax was linked to shorter survival in pGBM (>3.3, p = 0.001, OR 6.0 [2.1-17.4]) and rHGG (>2.8, p = 0.02, OR 4.1 [1.2-13.9]). SUVmax showed associations with inferred monocyte fractions, hypoxia, and TGFbeta pathway activity and links to immune checkpoint gene expression from WBT lbx. Conclusion: The benefits of 18F-FET-PET imaging on gross tumor volume (GTV) definition for particle radiotherapy warrant further evaluation. SUVmax might assist in prognostic stratification of HGG patients for particle radiotherapy, highlights heterogeneity in rHGG, and is positively associated with unfavorable signatures in peripheral whole-blood transcriptomes.

7.
Mol Cancer ; 9: 88, 2010 Apr 23.
Artículo en Inglés | MEDLINE | ID: mdl-20416094

RESUMEN

BACKGROUND: Tissue fibrosis is an integral component of chronic inflammatory (liver and pancreas) diseases and pancreatic cancer. Activated pancreatic- (PSC) and hepatic- (HSC) stellate cells play a key role in fibrogenesis. To identify organ- and disease-specific stellate cell transcriptional fingerprints, we employed genome-wide transcriptional analysis of primary human PSC and HSC isolated from patients with chronic inflammation or cancer. METHODS: Stellate cells were isolated from patients with pancreatic ductal adenocarcinoma (n = 5), chronic pancreatitis (n = 6), liver cirrhosis (n = 5) and liver metastasis of pancreatic ductal adenocarcinoma (n = 6). Genome-wide transcriptional profiles of stellate cells were generated using our 51K human cDNA microarray platform. The identified organ- and disease specific genes were validated by quantitative RT-PCR, immunoblot, ELISA, immunocytochemistry and immunohistochemistry. RESULTS: Expression profiling identified 160 organ- and 89 disease- specific stellate cell transcripts. Collagen type 11a1 (COL11A1) was discovered as a novel PSC specific marker with up to 65-fold higher expression levels in PSC compared to HSC (p < 0.0001). Likewise, the expression of the cytokine CCL2 and the cell adhesion molecule VCAM1 were confined to HSC. PBX1 expression levels tend to be increased in inflammatory- vs. tumor- stellate cells. Intriguingly, tyrosine kinase JAK2 and a member of cell contact-mediated communication CELSR3 were found to be selectively up-regulated in tumor stellate cells. CONCLUSIONS: We identified and validated HSC and PSC specific markers. Moreover, novel target genes of tumor- and inflammation associated stellate cells were discovered. Our data may be instrumental in developing new tailored organ- or disease-specific targeted therapies and stellate cell biomarkers.


Asunto(s)
Biomarcadores de Tumor/genética , Carcinoma Ductal Pancreático/genética , Células Estrelladas Hepáticas , Neoplasias Hepáticas/genética , Neoplasias Pancreáticas/genética , Pancreatitis Crónica/genética , Biomarcadores de Tumor/análisis , Carcinoma Ductal Pancreático/patología , Dermatoglifia del ADN , Ensayo de Inmunoadsorción Enzimática , Perfilación de la Expresión Génica , Humanos , Inmunohistoquímica , Inflamación/genética , Inflamación/patología , Cirrosis Hepática/genética , Neoplasias Hepáticas/secundario , Análisis de Secuencia por Matrices de Oligonucleótidos , Neoplasias Pancreáticas/patología , Pancreatitis Crónica/patología , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa
8.
Strahlenther Onkol ; 186(2): 91-98, 2010 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-20127226

RESUMEN

PURPOSE: To unravel biological mechanisms potentially resulting in the obliteration process after radiosurgery (RS) of human cerebral arteriovenous malformations (AVMs) by investigating molecular signatures on the transcriptomic level in peripheral blood of patients. PATIENTS AND METHODS: Venous blood samples were obtained at definite points of time before and after RS. The samples were tested for radiation-induced changes regarding biological markers (mRNA) using cDNA and oligo-microarray technology. The corresponding expression profiles were correlated with clinical data and obliteration signs in radiologic imaging. RESULTS: The proof of principle that RS outcome can be successfully correlated with transcriptomics of cellular blood components as disease parameter was demonstrated. The authors identified 76 differentially regulated genes (p < 0.001) after RS. Interestingly, in particular genes with known roles in anti-angiogenic and pro-coagulative pathways were identified as potentially relevant. In particularly, the authors found a significant downregulation of neuropilin-2, protein C inhibitor and cyclin-dependent kinase 6. They also found that low pretreatment blood mRNA levels of TLR4 (toll-like receptor 4) and STAT3 (signal transducer and activator of transcription 3) correlated with fast obliteration of AVMs. CONCLUSION: The authors report on a novel technique for molecular biological analysis of blood from patients with cerebral AVM treated with RS. Differential regulation of genes in peripheral blood was successfully correlated with RS and time to obliteration of AVMs. The identified genes indicate a potential new methodology to monitor RS, which may result in an individualized therapy and optimized follow-up.


Asunto(s)
Proteínas Sanguíneas/genética , Perfilación de la Expresión Génica , Malformaciones Arteriovenosas Intracraneales/genética , Malformaciones Arteriovenosas Intracraneales/cirugía , Radiocirugia , Adulto , Anciano , Quinasa 6 Dependiente de la Ciclina/genética , Regulación hacia Abajo/genética , Regulación hacia Abajo/efectos de la radiación , Femenino , Humanos , Masculino , Persona de Mediana Edad , Neuropilina-2/genética , Análisis de Secuencia por Matrices de Oligonucleótidos , Pronóstico , Inhibidor de Proteína C/genética , ARN Mensajero/genética , ARN Mensajero/efectos de la radiación , Factor de Transcripción STAT3/genética , Receptor Toll-Like 4/genética , Resultado del Tratamiento , Adulto Joven
9.
BMC Bioinformatics ; 10: 235, 2009 Jul 29.
Artículo en Inglés | MEDLINE | ID: mdl-19640300

RESUMEN

BACKGROUND: High-throughput "omics" based data analysis play emerging roles in life sciences and molecular diagnostics. This emphasizes the urgent need for user-friendly windows-based software interfaces that could process the diversity of large tab-delimited raw data files generated by these methods. Depending on the study, dozens to hundreds of these data tables are generated. Before the actual statistical or cluster analysis, these data tables have to be combined and merged to expression matrices (e.g., in case of gene expression analysis). Gene annotations as well as information concerning the samples analyzed may be appended, renewed or extended. Often additional data values shall be computed or certain features must be filtered out. RESULTS: In order to perform these tasks, we have developed a Microsoft Windows based application, "TableButler", which allows biologists or clinicians without substantial bioinformatics background to perform a plethora of data processing tasks required to analyze the large-scale data. CONCLUSION: TableButler is a monolithic Windows application. It is implemented to handle, join and preprocess large tab delimited ASCII data files. The intuitive user interface enables scientists (e.g. biologists, clinicians or others) to setup workflows for their specific problems by simple drag-and drop like operations. For more details about TableButler, visit http://www.OncoExpress.org/software/tablebutler.


Asunto(s)
Biología Computacional/métodos , Diseño de Software , Expresión Génica , Humanos
10.
Mol Cancer Ther ; 7(6): 1656-68, 2008 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-18566237

RESUMEN

The relative risk for the development of malignancies following solid organ transplantation seems to be decreased in patients treated with the immunosuppressive agent mycophenolic acid (MPA). However, the molecular mechanisms of the antineoplastic effects of MPA are not completely understood. Here, we report that human endothelial cells and fibroblasts are highly sensitive to MPA treatment. We found that U87 glioblastoma cells were resistant to MPA treatment in vitro. However, U87 tumor growth was markedly inhibited in vivo in BALB/c nude mice, suggesting that MPA exerted its antitumor effects via modulation of the tumor microenvironment. Accordingly, microvascular density and pericyte coverage were markedly reduced in MPA-treated tumors in vivo. Using functional in vitro assays, we showed that MPA potently inhibited endothelial cell and fibroblast proliferation, invasion/migration, and endothelial cell tube formation. To identify the genetic participants governing the antiangiogenic and antifibrotic effects of MPA, we performed genome-wide transcriptional analysis in U87, endothelial and fibroblast cells at 6 and 12 h after MPA treatment. Network analysis revealed a critical role for MYC signaling in endothelial cells treated with MPA. Moreover, we found that the antiangiogenic effects of MPA were organized by coordinated communications between MYC and NDRG1, YYI, HIF1A, HDAC2, CDC2, GSK3B, and PRKACB signaling. The regulation of these "hub nodes" was confirmed by real-time quantitative reverse transcription-PCR and protein analysis. The critical involvement of MYC in the antiangiogenic signaling of MPA was further shown by gene knockdown experiments. Together, these data provide a molecular basis for the antiangiogenic and antifibrotic effects of MPA, which warrants further clinical investigations.


Asunto(s)
Inhibidores de la Angiogénesis/farmacología , Antineoplásicos/farmacología , Ácido Micofenólico/farmacología , Animales , Línea Celular , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Redes Reguladoras de Genes/efectos de los fármacos , Humanos , Ratones , Ratones Desnudos , Neoplasias/irrigación sanguínea , Neoplasias/genética , Neovascularización Patológica/genética , Proteínas Proto-Oncogénicas c-myc/metabolismo , Reproducibilidad de los Resultados , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Transcripción Genética/efectos de los fármacos , Ensayos Antitumor por Modelo de Xenoinjerto
11.
PLoS Biol ; 2(5): E132, 2004 May.
Artículo en Inglés | MEDLINE | ID: mdl-15138501

RESUMEN

Microarray technologies allow the identification of large numbers of expression differences within and between species. Although environmental and physiological stimuli are clearly responsible for changes in the expression levels of many genes, it is not known whether the majority of changes of gene expression fixed during evolution between species and between various tissues within a species are caused by Darwinian selection or by stochastic processes. We find the following: (1) expression differences between species accumulate approximately linearly with time; (2) gene expression variation among individuals within a species correlates positively with expression divergence between species; (3) rates of expression divergence between species do not differ significantly between intact genes and expressed pseudogenes; (4) expression differences between brain regions within a species have accumulated approximately linearly with time since these regions emerged during evolution. These results suggest that the majority of expression differences observed between species are selectively neutral or nearly neutral and likely to be of little or no functional significance. Therefore, the identification of gene expression differences between species fixed by selection should be based on null hypotheses assuming functional neutrality. Furthermore, it may be possible to apply a molecular clock based on expression differences to infer the evolutionary history of tissues.


Asunto(s)
Encéfalo/metabolismo , Regulación de la Expresión Génica , ARN Mensajero/metabolismo , Animales , Evolución Biológica , ADN Complementario/metabolismo , Evolución Molecular , Hígado/metabolismo , Modelos Biológicos , Modelos Genéticos , Análisis de Secuencia por Matrices de Oligonucleótidos , Pan troglodytes , Fenotipo , Seudogenes , Especificidad de la Especie , Procesos Estocásticos , Factores de Tiempo , Distribución Tisular
12.
J Natl Cancer Inst ; 109(8)2017 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-28376190

RESUMEN

Background: Radiotherapy is a mainstay for the treatment of lung cancer that can induce pneumonitis or pulmonary fibrosis. The matricellular protein connective tissue growth factor (CTGF) is a central mediator of tissue remodeling. Methods: A radiation-induced mouse model of pulmonary fibrosis was used to determine if transient administration of a human antibody to CTGF (FG-3019) started at different times before or after 20 Gy thoracic irradiation reduced acute and chronic radiation toxicity. Mice (25 mice/group; 10 mice/group in a confirmation study) were examined by computed tomography, histology, gene expression changes, and for survival. In vitro experiments were performed to directly study the interaction of CTGF blockade and radiation. All statistical tests were two-sided. Results: Administration of FG-3019 prevented (∼50%-80%) or reversed (∼50%) lung remodeling, improved lung function, improved mouse health, and rescued mice from lethal irradiation ( P < .01). Importantly, when antibody treatment was initiated at 16 weeks after thoracic irradiation, FG-3019 reversed established lung remodeling and restored lung function. CTGF blockade abrogated M2 polarized macrophage influx, normalized radiation-induced gene expression changes, and reduced myofibroblast abundance and Osteopontin expression. Conclusion: These results indicate that blocking CTGF attenuates radiation-induced pulmonary remodeling and can reverse the process after initiation. CTGF has a central role in radiation-induced fibrogenesis, and FG-3019 may benefit patients with radiation-induced pulmonary fibrosis or patients with other forms or origin of chronic fibrotic diseases.


Asunto(s)
Anticuerpos Monoclonales/uso terapéutico , Factor de Crecimiento del Tejido Conjuntivo/antagonistas & inhibidores , Fibrosis Pulmonar/tratamiento farmacológico , Traumatismos por Radiación/tratamiento farmacológico , Animales , Anticuerpos Monoclonales/farmacología , Anticuerpos Monoclonales Humanizados , Línea Celular Tumoral , Movimiento Celular/efectos de los fármacos , Proliferación Celular/efectos de los fármacos , Modelos Animales de Enfermedad , Femenino , Fibroblastos , Expresión Génica/efectos de los fármacos , Células Endoteliales de la Vena Umbilical Humana , Humanos , Macrófagos/efectos de los fármacos , Células Madre Mesenquimatosas , Ratones , Ratones Endogámicos C57BL , Edema Pulmonar/prevención & control , Fibrosis Pulmonar/etiología , Fibrosis Pulmonar/genética , Fibrosis Pulmonar/patología , Intercambio Gaseoso Pulmonar/efectos de los fármacos , Intercambio Gaseoso Pulmonar/efectos de la radiación , Traumatismos por Radiación/etiología , Traumatismos por Radiación/genética , Traumatismos por Radiación/patología , Neumonitis por Radiación/prevención & control , Radioterapia/efectos adversos , Tomografía Computarizada por Rayos X
13.
Cancer Res ; 64(14): 4736-43, 2004 Jul 15.
Artículo en Inglés | MEDLINE | ID: mdl-15256440

RESUMEN

Carcinoma in situ (CIS) is the common precursor of histologically heterogeneous testicular germ cell tumors (TGCTs), which in recent decades have markedly increased and now are the most common malignancy of young men. Using genome-wide gene expression profiling, we identified >200 genes highly expressed in testicular CIS, including many never reported in testicular neoplasms. Expression was further verified by semiquantitative reverse transcription-PCR and in situ hybridization. Among the highest expressed genes were NANOG and POU5F1, and reverse transcription-PCR revealed possible changes in their stoichiometry on progression into embryonic carcinoma. We compared the CIS expression profile with patterns reported in embryonic stem cells (ESCs), which revealed a substantial overlap that may be as high as 50%. We also demonstrated an over-representation of expressed genes in regions of 17q and 12, reported as unstable in cultured ESCs. The close similarity between CIS and ESCs explains the pluripotency of CIS. Moreover, the findings are consistent with an early prenatal origin of TGCTs and thus suggest that etiologic factors operating in utero are of primary importance for the incidence trends of TGCTs. Finally, some of the highly expressed genes identified in this study are promising candidates for new diagnostic markers for CIS and/or TGCTs.


Asunto(s)
Carcinoma in Situ/genética , Carcinoma in Situ/patología , Células Madre/patología , Neoplasias Testiculares/genética , Neoplasias Testiculares/patología , Carcinoma in Situ/metabolismo , Cromosomas Humanos/genética , Amplificación de Genes , Perfilación de la Expresión Génica , Regulación Neoplásica de la Expresión Génica , Humanos , Masculino , Análisis de Secuencia por Matrices de Oligonucleótidos , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Neoplasias Testiculares/metabolismo
14.
Exp Hematol ; 33(11): 1402-16, 2005 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-16263424

RESUMEN

OBJECTIVE: Various preparative protocols have been proposed for the acquisition and cultivation of mesenchymal stem cells (MSC). Whereas surface antigen markers have failed to precisely define this population, microarray analysis might provide a better tool for characterization of MSC. METHODS: In this study, we have analyzed global gene expression profiles of human MSC isolated from adipose tissue (AT), from umbilical cord blood (CB), and from bone marrow (BM) under two growth conditions and have compared them to terminally differentiated human fibroblasts (HS68). Profiles were compared using our Human Genome Microarray representing 51.144 different cDNA clones. RESULTS: Cultured with the appropriate conditions, osteogenic and adipogenic differentiation could be confirmed in all MSC preparations but not in fibroblasts. No phenotypic differences were observed by flow cytometry using a panel of 22 surface antigen markers. Whereas MSC derived from different donors using the same culture procedure yielded a consistent and reproducible gene expression profile, many genes were differentially expressed in MSC from different ontogenetic sources or from different culture conditions. Twenty-five genes were overlapping and upregulated in all MSC preparations from AT, CB, and BM as compared to HS68 fibroblasts. These genes included fibronectin, ECM2, glypican-4, ID1, NF1B, HOXA5, and HOXB6. Many genes upregulated in MSC are involved in extracellular matrix, morphogenesis, and development, whereas several inhibitors of the Wnt pathway (DKK1, DKK3, SFRP1) were highly expressed in fibroblasts. CONCLUSION: Our results have provided a foundation for a more reproducible and reliable quality control using genotypic analysis for defining MSC.


Asunto(s)
Linaje de la Célula , Perfilación de la Expresión Génica/normas , Células Madre Mesenquimatosas/citología , Tejido Adiposo/citología , Células de la Médula Ósea/citología , Técnicas de Cultivo de Célula , Diferenciación Celular , Sangre Fetal/citología , Fibroblastos/citología , Perfilación de la Expresión Génica/métodos , Humanos , Inmunofenotipificación , Células Madre Mesenquimatosas/metabolismo , Reproducibilidad de los Resultados
15.
Oncoimmunology ; 5(5): e1123366, 2016 May.
Artículo en Inglés | MEDLINE | ID: mdl-27467922

RESUMEN

Background : Radiotherapy (RT) is a mainstay for the treatment of lung cancer, but the effective dose is often limited by the development of radiation-induced pneumonitis and pulmonary fibrosis. Transforming growth factor ß (TGFß) and platelet-derived growth factor (PDGF) play crucial roles in the development of these diseases, but the effects of dual growth factor inhibition on pulmonary fibrosis development remain unclear. Methods : C57BL/6 mice were treated with 20 Gy to the thorax to induce pulmonary fibrosis. PDGF receptor inhibitors SU9518 and SU14816 (imatinib) and TGFß receptor inhibitor galunisertib were applied individually or in combinations after RT. Lung density and septal fibrosis were measured by high-resolution CT and MRI. Lung histology and gene expression analyses were performed and Osteopontin levels were studied. Results : Treatment with SU9518, SU14816 or galunisertib individually attenuated radiation-induced pulmonary inflammation and fibrosis and decreased radiological and histological signs of lung damage. Combining PDGF and TGFß inhibitors showed to be feasible and safe in a mouse model, and dual inhibition significantly attenuated radiation-induced lung damage and extended mouse survival compared to blockage of either pathway alone. Gene expression analysis of irradiated lung tissue showed upregulation of PDGF and TGFß-dependent signaling components by thoracic irradiation, and upregulation patterns show crosstalk between downstream mediators of the PDGF and TGFß pathways. Conclusion : Combined small-molecule inhibition of PDGF and TGFß signaling is a safe and effective treatment for radiation-induced pulmonary inflammation and fibrosis in mice and may offer a novel approach for treatment of fibrotic lung diseases in humans. Translational statement : RT is an effective treatment modality for cancer with limitations due to acute and chronic toxicities, where TGFß and PDGF play a key role. Here, we show that a combined inhibition of TGFß and PDGF signaling is more effective in attenuating radiation-induced lung damage compared to blocking either pathway alone. We used the TGFß-receptor I inhibitor galunisertib, an effective anticancer compound in preclinical models and the PDGFR inhibitors imatinib and SU9518, a sunitinib analog. Our signaling data suggest that the reduction of TGFß and PDGF signaling and the attenuation of SPP1 (Osteopontin) expression may be responsible for the observed benefits. With the clinical availability of similar compounds currently in phase-I/II trials as cancer therapeutics or already approved for certain cancers or idiopathic lung fibrosis (IPF), our study suggests that the combined application of small molecule inhibitors of TGFß and PDGF signaling may offer a promising approach to treat radiation-associated toxicity in RT of lung cancer.

16.
Int J Radiat Oncol Biol Phys ; 87(5): 1171-8, 2013 Dec 01.
Artículo en Inglés | MEDLINE | ID: mdl-24351412

RESUMEN

PURPOSE: Mesenchymal stem cells (MSCs) have the ability to migrate to lesion sites and undergo differentiation into functional tissues. Although this function may be important for tissue regeneration after radiation therapy, the influence of ionizing radiation (IR) on cellular survival and the functional aspects of differentiation and stem cell characteristics of MSCs have remained largely unknown. METHODS AND MATERIALS: Radiation sensitivity of human primary MSCs from healthy volunteers and primary human fibroblast cells was examined, and cellular morphology, cell cycle effects, apoptosis, and differentiation potential after exposure to IR were assessed. Stem cell gene expression patterns after exposure to IR were studied using gene arrays. RESULTS: MSCs were not more radiosensitive than human primary fibroblasts, whereas there were considerable differences regarding radiation sensitivity within individual MSCs. Cellular morphology, cytoskeletal architecture, and cell motility were not markedly altered by IR. Even after high radiation doses up to 10 Gy, MSCs maintained their differentiation potential. Compared to primary fibroblast cells, MSCs did not show an increase in irradiation-induced apoptosis. Gene expression analyses revealed an upregulation of various genes involved in DNA damage response and DNA repair, but expression of established MSC surface markers appeared only marginally influenced by IR. CONCLUSIONS: These data suggest that human MSCs are not more radiosensitive than differentiated primary fibroblasts. In addition, upon photon irradiation, MSCs were able to retain their defining stem cell characteristics both on a functional level and regarding stem cell marker expression.


Asunto(s)
Células Madre Mesenquimatosas/efectos de la radiación , Tolerancia a Radiación , Apoptosis/efectos de la radiación , Biomarcadores/análisis , Adhesión Celular/fisiología , Adhesión Celular/efectos de la radiación , Ciclo Celular/fisiología , Ciclo Celular/efectos de la radiación , Diferenciación Celular/fisiología , Diferenciación Celular/efectos de la radiación , Movimiento Celular/fisiología , Movimiento Celular/efectos de la radiación , Proliferación Celular/efectos de la radiación , Supervivencia Celular/fisiología , Supervivencia Celular/efectos de la radiación , Daño del ADN , Fibroblastos/citología , Fibroblastos/fisiología , Fibroblastos/efectos de la radiación , Expresión Génica , Voluntarios Sanos , Humanos , Células Madre Mesenquimatosas/citología , Células Madre Mesenquimatosas/fisiología , Radiación Ionizante
17.
Clin Cancer Res ; 18(13): 3616-27, 2012 Jul 01.
Artículo en Inglés | MEDLINE | ID: mdl-22547771

RESUMEN

PURPOSE: Radiotherapy is used for the treatment of lung cancer, but at the same time induces acute pneumonitis and subsequent pulmonary fibrosis, where TGF-ß signaling is considered to play an important role. EXPERIMENTAL DESIGN: We irradiated thoraces of C57BL/6 mice (single dose, 20 Gy) and administered them a novel small-molecule TGF-ß receptor I serine/threonine kinase inhibitor (LY2109761) orally for 4 weeks before, during, or after radiation. Noninvasive lung imaging including volume computed tomography (VCT) and MRI was conducted 6, 16, and 20 weeks after irradiation and was correlated to histologic findings. Expression profiling analysis and protein analysis was conducted in human primary fibroblasts. RESULTS: Radiation alone induced acute pulmonary inflammation and lung fibrosis after 16 weeks associated with reduced life span. VCT, MRI, and histology showed that LY2109761 markedly reduced inflammation and pulmonary fibrosis resulting in prolonged survival. Mechanistically, we found that LY2109761 reduced p-SMAD2 and p-SMAD1 expression, and transcriptomics revealed that LY2109761 suppressed expression of genes involved in canonical and noncanonical TGF-ß signaling and downstream signaling of bone morphogenetic proteins (BMP). LY2109761 also suppressed radiation-induced inflammatory [e.g., interleukin (IL)-6, IL-7R, IL-8] and proangiogenic genes (e.g., ID1) indicating that LY2109761 achieves its antifibrotic effect by suppressing radiation-induced proinflammatory, proangiogenic, and profibrotic signals. CONCLUSION: Small-molecule inhibitors of the TGF-ß receptor I kinase may offer a promising approach to treat or attenuate radiation-induced lung toxicity or other diseases associated with fibrosis.


Asunto(s)
Proteínas Angiogénicas/fisiología , Mediadores de Inflamación/fisiología , Pirazoles/farmacología , Pirroles/farmacología , Traumatismos Experimentales por Radiación/tratamiento farmacológico , Neumonitis por Radiación/tratamiento farmacológico , Animales , Proteínas Morfogenéticas Óseas/fisiología , Células Cultivadas , Tomografía Computarizada de Haz Cónico , Femenino , Fibroblastos/metabolismo , Fibroblastos/efectos de la radiación , Perfilación de la Expresión Génica , Humanos , Pulmón/diagnóstico por imagen , Pulmón/patología , Pulmón/efectos de la radiación , Ratones , Ratones Endogámicos C57BL , Análisis de Secuencia por Matrices de Oligonucleótidos , Fosforilación , Procesamiento Proteico-Postraduccional/efectos de los fármacos , Proteínas Serina-Treonina Quinasas/antagonistas & inhibidores , Pirazoles/uso terapéutico , Pirroles/uso terapéutico , Traumatismos Experimentales por Radiación/diagnóstico por imagen , Traumatismos Experimentales por Radiación/patología , Neumonitis por Radiación/diagnóstico por imagen , Neumonitis por Radiación/patología , Receptor Tipo I de Factor de Crecimiento Transformador beta , Receptores de Factores de Crecimiento Transformadores beta/antagonistas & inhibidores , Proteína Smad2/metabolismo , Transcripción Genética , Factor de Crecimiento Transformador beta/fisiología
18.
Radiat Oncol ; 6: 35, 2011 Apr 10.
Artículo en Inglés | MEDLINE | ID: mdl-21477371

RESUMEN

BACKGROUND: Oxygen deficiency in tumor tissue is associated with a malign phenotype, characterized by high invasiveness, increased metastatic potential and poor prognosis. Hypoxia chambers are the established standard model for in vitro studies on tumor hypoxia. An enzymatic hypoxia system (GOX/CAT) based on the use of glucose oxidase (GOX) and catalase (CAT) that allows induction of stable hypoxia for in vitro approaches more rapidly and with less operating expense has been introduced recently. Aim of this work is to compare the enzymatic system with the established technique of hypoxia chamber in respect of gene expression, glucose metabolism and radioresistance, prior to its application for in vitro investigation of oxygen deficiency. METHODS: Human head and neck squamous cell carcinoma HNO97 cells were incubated under normoxic and hypoxic conditions using both hypoxia chamber and the enzymatic model. Gene expression was investigated using Agilent microarray chips and real time PCR analysis. 14C-fluoro-deoxy-glucose uptake experiments were performed in order to evaluate cellular metabolism. Cell proliferation after photon irradiation was investigated for evaluation of radioresistance under normoxia and hypoxia using both a hypoxia chamber and the enzymatic system. RESULTS: The microarray analysis revealed a similar trend in the expression of known HIF-1 target genes between the two hypoxia systems for HNO97 cells. Quantitative RT-PCR demonstrated different kinetic patterns in the expression of carbonic anhydrase IX and lysyl oxidase, which might be due to the faster induction of hypoxia by the enzymatic system. 14C-fluoro-deoxy-glucose uptake assays showed a higher glucose metabolism under hypoxic conditions, especially for the enzymatic system. Proliferation experiments after photon irradiation revealed increased survival rates for the enzymatic model compared to hypoxia chamber and normoxia, indicating enhanced resistance to irradiation. While the GOX/CAT system allows independent investigation of hypoxia and oxidative stress, care must be taken to prevent acidification during longer incubation. CONCLUSION: The results of our study indicate that the enzymatic model can find application for in vitro investigation of tumor hypoxia, despite limitations that need to be considered in the experimental design.


Asunto(s)
Carcinoma de Células Escamosas/metabolismo , Catalasa , Técnicas de Cultivo de Célula , Glucosa Oxidasa , Neoplasias de Cabeza y Cuello/metabolismo , Hipoxia de la Célula , Línea Celular Tumoral , Expresión Génica , Perfilación de la Expresión Génica , Humanos , Análisis de Secuencia por Matrices de Oligonucleótidos , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa
19.
Neoplasia ; 13(6): 537-49, 2011 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-21677877

RESUMEN

Here we investigate the effects of the novel transforming growth factor-ß receptor I (TGF-ßRI) serine/threonine kinase inhibitor LY2109761 on glioblastoma when combined with the present clinical standard combination regimen radiotherapy and temozolomide (TMZ). Human GBM U87 (methylated MGMT promoter), T98 (unmethylated MGMT promoter), and endothelial cells (HUVECs) were treated with combinations of LY2109761, TMZ, and radiation. We found that LY2109761 reduced clonogenic survival of U87 and T98 cells and further enhanced the radiation-induced anticlonogenicity. In addition, LY2109761 had antimigratory and antiangiogenic effects in Matrigel migration and tube formation assays. In vivo, in human xenograft tumors growing subcutaneously on BALB/c nu/nu mice, LY2109761 delayed tumor growth alone and in combination with fractionated radiation and TMZ. Interestingly, as expected, the methylated U87 model was more sensitive to TMZ than the unmethylated T98 model in all experiments, whereas the opposite was found for LY2109761. Moreover, with respect to tumor angiogenesis, while LY2109761 decreased the glioblastoma proliferation index (Ki-67) and the microvessel density (CD31 count), the relative pericyte coverage (α-SMA/CD31 ratio) increased in particular after triple therapy, suggesting a vascular normalization effect induced by LY2109761. This normalization could be attributed in part to a decrease in the Ang-2/Ang-1 messenger RNA ratio. LY2109761 also reduced tumor blood perfusion as quantified by noninvasive dynamic contrast-enhanced magnetic resonance imaging. Together, the data indicate that the addition of a TGF-ßRI kinase inhibitor to the present clinical standard (radiation plus TMZ) has the potential to improve clinical outcome in human glioblastoma, especially in patients with unmethylated MGMT promoter status.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Glioblastoma/terapia , Proteínas Serina-Treonina Quinasas/antagonistas & inhibidores , Receptores de Factores de Crecimiento Transformadores beta/antagonistas & inhibidores , Ensayos Antitumor por Modelo de Xenoinjerto , Angiopoyetina 1/genética , Angiopoyetina 2/genética , Animales , Línea Celular Tumoral , Supervivencia Celular/efectos de los fármacos , Supervivencia Celular/efectos de la radiación , Células Cultivadas , Terapia Combinada , Dacarbazina/administración & dosificación , Dacarbazina/análogos & derivados , Dacarbazina/farmacología , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Glioblastoma/genética , Glioblastoma/patología , Inmunohistoquímica , Antígeno Ki-67/metabolismo , Ratones , Ratones Endogámicos BALB C , Ratones Desnudos , Molécula-1 de Adhesión Celular Endotelial de Plaqueta/metabolismo , Proteínas Serina-Treonina Quinasas/metabolismo , Pirazoles/administración & dosificación , Pirazoles/farmacología , Pirroles/administración & dosificación , Pirroles/farmacología , Radioterapia/métodos , Receptor Tipo I de Factor de Crecimiento Transformador beta , Receptores de Factores de Crecimiento Transformadores beta/metabolismo , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Temozolomida , Carga Tumoral/efectos de los fármacos , Carga Tumoral/efectos de la radiación
20.
Cancer Res ; 71(23): 7155-67, 2011 Dec 01.
Artículo en Inglés | MEDLINE | ID: mdl-22006998

RESUMEN

Glioblastoma multiforme (GBM) is a highly aggressive primary brain tumor that tends to be resistant to the ionizing radiotherapy used to treat it. Because TGF-ß is a modifier of radiation responses, we conducted a preclinical study of the antitumor effects of the TGF-ß receptor (TGFßR) I kinase inhibitor LY2109761 in combination with radiotherapy. LY2109761 reduced clonogenicity and increased radiosensitivity in GBM cell lines and cancer stem-like cells, augmenting the tumor growth delay produced by fractionated radiotherapy in a supra-additive manner in vivo. In an orthotopic intracranial model, LY2109761 significantly reduced tumor growth, prolonged survival, and extended the prolongation of survival induced by radiation treatment. Histologic analyses showed that LY2109761 inhibited tumor invasion promoted by radiation, reduced tumor microvessel density, and attenuated mesenchymal transition. Microarray-based gene expression analysis revealed signaling effects of the combinatorial treatments that supported an interpretation of their basis. Together, these results show that a selective inhibitor of the TGFßR-I kinase can potentiate radiation responses in glioblastoma by coordinately increasing apoptosis and cancer stem-like cells targeting while blocking DNA damage repair, invasion, mesenchymal transition, and angiogenesis. Our findings offer a sound rationale for positioning TGFßR kinase inhibitors as radiosensitizers to improve the treatment of glioblastoma.


Asunto(s)
Neoplasias Encefálicas/tratamiento farmacológico , Neoplasias Encefálicas/radioterapia , Glioblastoma/tratamiento farmacológico , Glioblastoma/radioterapia , Pirazoles/farmacología , Pirroles/farmacología , Fármacos Sensibilizantes a Radiaciones/farmacología , Factor de Crecimiento Transformador beta/antagonistas & inhibidores , Animales , Apoptosis/efectos de los fármacos , Apoptosis/efectos de la radiación , Neoplasias Encefálicas/metabolismo , Neoplasias Encefálicas/patología , Línea Celular Tumoral , Proliferación Celular/efectos de los fármacos , Proliferación Celular/efectos de la radiación , Daño del ADN , Reparación del ADN , Glioblastoma/metabolismo , Glioblastoma/patología , Humanos , Células Madre Mesenquimatosas/efectos de los fármacos , Ratones , Ratones Endogámicos BALB C , Ratones SCID , Análisis por Micromatrices/métodos , Invasividad Neoplásica , Células Madre Neoplásicas/efectos de los fármacos , Células Madre Neoplásicas/metabolismo , Células Madre Neoplásicas/patología , Células Madre Neoplásicas/efectos de la radiación , Neovascularización Patológica/tratamiento farmacológico , Inhibidores de Proteínas Quinasas/farmacología , Proteínas Serina-Treonina Quinasas/antagonistas & inhibidores , Proteínas Serina-Treonina Quinasas/metabolismo , Tolerancia a Radiación/efectos de los fármacos , Receptor Tipo I de Factor de Crecimiento Transformador beta , Receptores de Factores de Crecimiento Transformadores beta/antagonistas & inhibidores , Receptores de Factores de Crecimiento Transformadores beta/metabolismo , Transducción de Señal/efectos de los fármacos , Transducción de Señal/efectos de la radiación , Proteína Smad2/antagonistas & inhibidores , Proteína Smad2/metabolismo , Factor de Crecimiento Transformador beta/metabolismo , Ensayos Antitumor por Modelo de Xenoinjerto
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