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1.
Ann Surg Oncol ; 24(13): 4051-4058, 2017 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-28936799

RESUMEN

BACKGROUND: The directed study of the functional proteome in colorectal cancer (CRC) has identified critical protein markers and signaling pathways; however, the prognostic relevance of many of these proteins remains unclear. METHODS: We determined the prognostic implications of the functional proteome in 263 CRC tumor samples from patients treated at MD Anderson Cancer Center (MDACC) and 462 patients from The Cancer Genome Atlas (TCGA) to identify patterns of protein expression that drive tumorigenesis. A total of 163 validated proteins were analyzed by reverse phase protein array (RPPA). Unsupervised hierarchical clustering of the tumor proteins from the MDACC cohort was performed, and clustering was validated using RPPA data from TCGA CRC. Cox regression was used to identify predictors of tumor recurrence. RESULTS: Clustering revealed dichotomization, with subtype A notable for a high epithelial-mesenchymal transition (EMT) protein signature, while subtype B was notable for high Akt/TSC/mTOR pathway components. Survival data were only available for the MDACC cohort and were used to evaluate prognostic relevance of these protein signatures. Group B demonstrated worse relapse-free survival (hazard ratio 2.11, 95% confidence interval 1.04-4.27, p = 0.039), although there was no difference in known genomic drivers between the two proteomic groups. Proteomic grouping and stage were significant predictors of recurrence on multivariate analysis. Eight proteins were found to be significant predictors of tumor recurrence on multivariate analysis: Collagen VI, FOXO3a, INPP4B, LcK, phospho-PEA15, phospho-PRAS40, Rad51, phospho-S6. CONCLUSION: CRC can be classified into distinct subtypes by proteomic features independent of common oncogenic driver mutations. Proteomic analysis has identified key biomarkers with prognostic importance, however these findings require further validation in an independent cohort.


Asunto(s)
Biomarcadores de Tumor/genética , Biomarcadores de Tumor/metabolismo , Neoplasias Colorrectales/mortalidad , Mutación , Proteómica/métodos , Estudios de Cohortes , Neoplasias Colorrectales/genética , Neoplasias Colorrectales/metabolismo , Neoplasias Colorrectales/patología , Femenino , Estudios de Seguimiento , Regulación Neoplásica de la Expresión Génica , Humanos , Masculino , Persona de Mediana Edad , Pronóstico , Tasa de Supervivencia
2.
Int J Cancer ; 138(1): 195-205, 2016 Jan 01.
Artículo en Inglés | MEDLINE | ID: mdl-26152787

RESUMEN

Dysregulation of the Notch1 receptor has been shown to facilitate the development and progression of colorectal cancer (CRC) and has been identified as an independent predictor of disease progression and worse survival. Although mutations in the NOTCH1 receptor have not been described in CRC, we have previously discovered a NOTCH1 gene copy number gain in a portion of CRC tumor samples. Here, we demonstrated that a NOTCH1 gene copy number gain is significantly associated with worse survival and a high percentage of gene duplication in a cohort of patients with advanced CRC. In our CRC patient-derived tumor xenograft (PDTX) model, tumors harboring a NOTCH1 gain exhibited significant elevation of the Notch1 receptor, JAG1 ligand and cleaved Notch1 activity. In addition, a significant association was identified between a gain in NOTCH1 gene copy number and sensitivity to a Notch1-targeting antibody. These findings suggest that patients with metastatic CRC that harbor a gain in NOTCH1 gene copy number have worse survival and that targeting this patient population with a Notch1 antibody may yield improved outcomes.


Asunto(s)
Neoplasias Colorrectales/genética , Neoplasias Colorrectales/mortalidad , Variaciones en el Número de Copia de ADN , Dosificación de Gen , Receptor Notch1/genética , Animales , Anticuerpos Monoclonales/farmacología , Apoptosis/efectos de los fármacos , Apoptosis/genética , Biomarcadores de Tumor , Proteínas de Unión al Calcio/metabolismo , Neoplasias Colorrectales/tratamiento farmacológico , Neoplasias Colorrectales/patología , Modelos Animales de Enfermedad , Resistencia a Antineoplásicos/genética , Femenino , Duplicación de Gen , Humanos , Péptidos y Proteínas de Señalización Intercelular/metabolismo , Proteína Jagged-1 , Masculino , Proteínas de la Membrana/metabolismo , Ratones , Metástasis de la Neoplasia , Pronóstico , Receptor Notch1/antagonistas & inhibidores , Receptor Notch1/metabolismo , Proteínas Serrate-Jagged , Transducción de Señal/efectos de los fármacos , Ensayos Antitumor por Modelo de Xenoinjerto
3.
Br J Cancer ; 114(12): 1352-61, 2016 06 14.
Artículo en Inglés | MEDLINE | ID: mdl-27272216

RESUMEN

BACKGROUND: High EREG and AREG expression, and left-sided primary tumours are associated with superior efficacy of anti-epidermal growth factor receptor (EGFR) therapy in metastatic colorectal cancer (CRC), but a unifying explanation of these findings is lacking. METHODS: RNA-seq, gene expression arrays, and DNA methylation profiling were completed on 179 CRC tumours. Results were validated using independent The Cancer Genome Atlas data sets. An independent cohort of 198 KRAS wild-type metastatic CRC tumours was tested for CpG island methylator phenotype (CIMP) status, and progression-free survival (PFS) with the first anti-EGFR regimen was retrospectively determined. RESULTS: EREG and AREG expression was highly inversely correlated with methylation and was inversely associated with right-sided primary tumour, BRAF mutation, and CIMP-high status. Treatment of CRC cell lines with hypomethylating agents decreased methylation and increased expression of EREG. Inferior PFS with anti-EGFR therapy was associated with CIMP-high status, BRAF mutation, NRAS mutation, and right-sided primary tumour on univariate analysis. Among known BRAF/NRAS wild-type tumours, inferior PFS remained associated with CIMP-high status (median PFS 5.6 vs 9.0 mo, P=0.023). CONCLUSIONS: EREG and AREG are strongly regulated by methylation, and their expression is associated with CIMP status and primary tumour site, which may explain the association of primary tumour site and EREG/AREG expression with anti-EGFR therapy efficacy.


Asunto(s)
Anfirregulina/genética , Neoplasias Colorrectales/genética , Neoplasias Colorrectales/metabolismo , Islas de CpG , Metilación de ADN , Epirregulina/genética , Anfirregulina/biosíntesis , Estudios de Cohortes , Neoplasias Colorrectales/tratamiento farmacológico , Neoplasias Colorrectales/patología , Epirregulina/biosíntesis , Receptores ErbB/antagonistas & inhibidores , Células HCT116 , Humanos , Masculino , Fenotipo , Regiones Promotoras Genéticas , Proteínas Proto-Oncogénicas p21(ras)/biosíntesis , Proteínas Proto-Oncogénicas p21(ras)/genética
4.
Cancer ; 121(17): 2968-75, 2015 Sep 01.
Artículo en Inglés | MEDLINE | ID: mdl-25975416

RESUMEN

BACKGROUND: Obesity is strongly linked with chronic systemic inflammation, and each has been linked with disease progression and survival in patients with colorectal cancer (CRC). The authors investigated the joint prognostic effects of obesity and circulating cytokines in patients with metastatic CRC (mCRC), an understudied patient group. METHODS: In 242 chemotherapy-naive patients with mCRC, the authors measured a multiplex cytokine panel and abstracted clinicopathological features, height, and weight from medical records. Overall survival (OS) was calculated from the date of mCRC diagnosis until the date of death from any cause and evaluated by Kaplan-Meier analysis and multivariable Cox proportional hazards regression models. Cut points for cytokines were determined by restricted cubic spline regression. RESULTS: In multivariable models, elevated interleukin (IL)-8, IL-2 receptor alpha, and lactate dehydrogenase (LDH) emerged as significant predictors of poor OS (hazard ratio [HR] and 95% confidence interval [95% CI] for above vs below the (referent) knot point: 2.5 [95% CI, 1.7-3.7], 1.9 [95% CI, 1.3-2.7], and 2.2 [95% CI, 1.6-3.1], respectively; all P<.001). Obesity (body mass index ≥30 kg/m(2) ) was not found to be associated with OS, but appeared to modify the relationships observed with IL-8 and LDH, which were associated with a significant 4-fold and 5-fold risk of death, respectively, in obese patients compared with a 2-fold risk of death in nonobese patients (P for interaction of .06 and .04, respectively). Similar results emerged from joint effects analysis, in which obese patients with high IL-8 (or LDH) experienced the highest risk of death. CONCLUSIONS: Although obesity itself was not found to be independently associated with survival in patients with mCRC, the adverse prognostic significance of LDH and IL-8 was found to be enhanced in obese patients.


Asunto(s)
Neoplasias Colorrectales/patología , Citocinas/sangre , Obesidad/sangre , Neoplasias Colorrectales/sangre , Neoplasias Colorrectales/mortalidad , Femenino , Humanos , Inflamación/sangre , Estimación de Kaplan-Meier , Masculino , Persona de Mediana Edad , Análisis Multivariante , Metástasis de la Neoplasia , Obesidad/mortalidad , Obesidad/patología , Pronóstico , Modelos de Riesgos Proporcionales
5.
Oncologist ; 20(2): 127-33, 2015 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-25561511

RESUMEN

BACKGROUND: Approximately 20% of patients with stage II colorectal cancer will experience a relapse. Current clinical-pathologic stratification factors do not allow clear identification of these high-risk patients. ColoPrint (Agendia, Amsterdam, The Netherlands, http://www.agendia.com) is a gene expression classifier that distinguishes patients with low or high risk of disease relapse. METHODS: ColoPrint was developed using whole-genome expression data and validated in several independent validation cohorts. Stage II patients from these studies were pooled (n = 416), and ColoPrint was compared with clinical risk factors described in the National Comprehensive Cancer Network (NCCN) 2013 Guidelines for Colon Cancer. Median follow-up was 81 months. Most patients (70%) did not receive adjuvant chemotherapy. Risk of relapse (ROR) was defined as survival until first event of recurrence or death from cancer. RESULTS: In the pooled stage II data set, ColoPrint identified 63% of patients as low risk with a 5-year ROR of 10%, whereas high-risk patients (37%) had a 5-year ROR of 21%, with a hazard ratio (HR) of 2.16 (p = .004). This remained significant in a multivariate model that included number of lymph nodes retrieved and microsatellite instability. In the T3 microsatellite-stable subgroup (n = 301), ColoPrint classified 59% of patients as low risk with a 5-year ROR of 9.9%. High-risk patients (31%) had a 22.4% ROR (HR: 2.41; p = .005). In contrast, the NCCN clinical high-risk factors were unable to distinguish high- and low-risk patients (15% vs. 13% ROR; p = .55). CONCLUSION: ColoPrint significantly improved prognostic accuracy independent of microsatellite status or clinical variables, facilitating the identification of patients at higher risk who might be considered for additional treatment.


Asunto(s)
Neoplasias Colorrectales/genética , Perfilación de la Expresión Génica , Recurrencia Local de Neoplasia/genética , Adulto , Anciano , Anciano de 80 o más Años , Neoplasias Colorrectales/patología , Femenino , Regulación Neoplásica de la Expresión Génica/genética , Genómica , Humanos , Masculino , Persona de Mediana Edad , Recurrencia Local de Neoplasia/diagnóstico , Recurrencia Local de Neoplasia/patología , Estadificación de Neoplasias , Países Bajos , Pronóstico , Medición de Riesgo
6.
BMC Cancer ; 14: 660, 2014 Sep 10.
Artículo en Inglés | MEDLINE | ID: mdl-25208577

RESUMEN

BACKGROUND: The nonreceptor tyrosine kinase Src regulates multiple pathways critical to tumor proliferation, chemoresistance, and epithelial-to-mesenchymal transition. It is robustly activated after acute oxaliplatin exposure and in acquired oxaliplatin resistance in vitro and in vivo, but not after 5-fluorouracil (5-FU) alone. However, activation of Src and its substrate focal adhesion kinase (FAK) in metastatic colorectal cancer treated with oxaliplatin has not been investigated. We retrospectively evaluated the activation of Src and FAK in hepatic metastases of colorectal cancer and correlated these findings with the clinical outcomes of patients treated with oxaliplatin. METHODS: Samples from 170 hepatic resections from patients with metastatic colorectal cancer from two cohorts were examined by IHC for expression of Src, activated Src (pSrc), FAK, and activated FAK (pFAK). Patients in the first cohort (120 patients) were analyzed for immunohistochemical protein expression and for survival outcomes. In the second cohort, tissue was collected from 25 patients undergoing sequential hepatic metastasectomies (n = 50). RESULTS: In the first cohort, Src activation was positively correlated with pFAK expression (P = 0.44, P < 0.001). Patients pretreated with oxaliplatin and 5-FU demonstrated increased expression of pFAK (P = 0.017) compared with patients treated with 5-FU alone or irinotecan/5-FU. Total Src expression was associated with the number of neoadjuvant cycles of oxaliplatin (P = 0.047). In the second cohort, pFAK expression was higher following exposure to oxaliplatin. When patients were stratified by expression of pFAK and pSrc, an inverse relationship was observed between relapse-free survival rates and levels of both pFAK (21.1 months, 16.5 months, and 7.4 months for low, medium, and high levels of pFAK, respectively; P = 0.026) and pSrc (19.6 months, 13.6 months, and 8.2 months, respectively; P = 0.013). No differences in overall survival were detected. CONCLUSIONS: Patients administered neoadjuvant oxaliplatin demonstrated higher levels of Src pathway signaling in hepatic metastases, a finding associated with poorer relapse-free survival. These results are consistent with prior in vitro studies and support the idea that combining Src inhibition with platinum chemotherapy warrants further investigation in metastatic colorectal cancer.


Asunto(s)
Antineoplásicos/uso terapéutico , Neoplasias Colorrectales/tratamiento farmacológico , Neoplasias Colorrectales/cirugía , Quinasa 1 de Adhesión Focal/metabolismo , Compuestos Organoplatinos/uso terapéutico , Proteínas Proto-Oncogénicas pp60(c-src)/metabolismo , Camptotecina/análogos & derivados , Camptotecina/uso terapéutico , Neoplasias Colorrectales/metabolismo , Neoplasias Colorrectales/patología , Fluorouracilo/uso terapéutico , Hepatectomía , Humanos , Irinotecán , Metástasis de la Neoplasia , Oxaliplatino , Análisis de Supervivencia , Resultado del Tratamiento
7.
Cancer ; 117(20): 4623-32, 2011 Oct 15.
Artículo en Inglés | MEDLINE | ID: mdl-21456008

RESUMEN

BACKGROUND: It is hypothesized that BRAF mutant cancers represent a discrete subset of metastatic colorectal cancer (CRC) defined by poorer survival. This study investigates whether BRAF mutant CRC is further defined by a distinct pattern of metastatic spread and explores the impact of BRAF mutation and microsatellite instability (MSI) on prognosis in metastatic CRC. METHODS: By using prospective clinical data and molecular analyses from 2 major centers (Royal Melbourne Hospital and The University of Texas MD Anderson Cancer Center), patients with known BRAF mutation status were analyzed for clinical characteristics, survival, and metastatic sites. RESULTS: The authors identified 524 metastatic CRC patients where BRAF mutation status was known; 57 (11%) were BRAF mutant tumors. BRAF mutant tumors were significantly associated with right-sided primary tumor, MSI, and poorer survival (median, 10.4 months vs 34.7 months, P < .001). A distinct pattern of metastatic spread was observed in BRAF mutant tumors, namely higher rates of peritoneal metastases (46% vs 24%, P = .001), distant lymph node metastases (53% vs 38%, P = .008), and lower rates of lung metastases (35% vs 49%, P = .049). In additional survival analyses, MSI tumors had significantly poorer survival compared with microsatellite stable tumors (22.1 months vs 11.1 months, P = .017), but this difference was not evident in the BRAF mutant population. CONCLUSIONS: The pattern of metastatic spread observed in this study further defines BRAF mutant CRC as a discrete disease subset. The authors demonstrated that, unlikely early stage disease, MSI is associated with poorer survival in metastatic CRC, although this is driven by its association with BRAF mutation.


Asunto(s)
Neoplasias Colorrectales/genética , Neoplasias Colorrectales/patología , Inestabilidad de Microsatélites , Mutación , Proteínas Proto-Oncogénicas B-raf/genética , Anciano , Anciano de 80 o más Años , Neoplasias Colorrectales/mortalidad , Femenino , Humanos , Estimación de Kaplan-Meier , Masculino , Persona de Mediana Edad , Análisis Multivariante , Valor Predictivo de las Pruebas , Pronóstico , Estudios Prospectivos
8.
Clin Cancer Res ; 23(16): 4578-4591, 2017 Aug 15.
Artículo en Inglés | MEDLINE | ID: mdl-28400427

RESUMEN

Purpose: Liquid biopsies allow the tracking of clonal dynamics and detection of mutations during treatment.Experimental Design: We evaluated under blinded conditions the ability of cell-free DNA (cfDNA) to detect RAS/BRAF mutations in the plasma of 42 metastatic colorectal cancer patients treated on a phase Ib/II trial of FOLFOX and dasatinib, with or without cetuximab.Results: Prior to treatment, sequencing of archival tissue detected mutations in 25 of 42 patients (60%), while the cfDNA assay detected mutations in 37 of 42 patients (88%). Our cfDNA assay detected mutations with allele frequencies as low as 0.01%. After exposure to treatment, 41 of 42 patients (98%) had a cfDNA-detected RAS/BRAF mutation. Of 21 patients followed with serial measurements who were RAS/BRAF mutant at baseline, 11 (52%) showed additional point mutation following treatment and 3 (14%) no longer had detectable levels of another mutant allele. Of RAS/BRAF wild-type tumors at baseline, 4 of 5 (80%) showed additional point mutations. cfDNA quantitative measurements from this study closely mirrored changes in CEA and CT scan results, highlighting the importance of obtaining quantitative data beyond the mere presence of a mutation.Conclusions: Our findings demonstrate the development of new RAS/BRAF mutations in patients regardless of whether they had preexisting mutations in the pathway, demonstrating a convergent evolutionary pattern. Clin Cancer Res; 23(16); 4578-91. ©2017 AACR.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Ácidos Nucleicos Libres de Células/análisis , Neoplasias Colorrectales/tratamiento farmacológico , Resistencia a Antineoplásicos/efectos de los fármacos , Ácidos Nucleicos Libres de Células/genética , Cetuximab/administración & dosificación , Evolución Clonal , Neoplasias Colorrectales/sangre , Neoplasias Colorrectales/genética , Dasatinib/administración & dosificación , Resistencia a Antineoplásicos/genética , Fluorouracilo/administración & dosificación , Frecuencia de los Genes , Humanos , Leucovorina/administración & dosificación , Mutación , Compuestos Organoplatinos/administración & dosificación , Evaluación de Resultado en la Atención de Salud/métodos , Proteínas Proto-Oncogénicas B-raf/genética , Proteínas ras/genética
9.
Mol Cancer Ther ; 16(7): 1435-1442, 2017 07.
Artículo en Inglés | MEDLINE | ID: mdl-28468778

RESUMEN

Developing realistic preclinical models using clinical samples that mirror complex tumor biology and behavior are vital to advancing cancer research. While cell line cultures have been helpful in generating preclinical data, the genetic divergence between these and corresponding primary tumors has limited clinical translation. Conversely, patient-derived xenografts (PDX) in colorectal cancer are highly representative of the genetic and phenotypic heterogeneity in the original tumor. Coupled with high-throughput analyses and bioinformatics, these PDXs represent robust preclinical tools for biomarkers, therapeutic target, and drug discovery. Successful PDX engraftment is hypothesized to be related to a series of anecdotal variables namely, tissue source, cancer stage, tumor grade, acquisition strategy, time to implantation, exposure to prior systemic therapy, and genomic heterogeneity of tumors. Although these factors at large can influence practices and patterns related to xenotransplantation, their relative significance in determining the success of establishing PDXs is uncertain. Accordingly, we systematically examined the predictive ability of these factors in establishing PDXs using 90 colorectal cancer patient specimens that were subcutaneously implanted into immunodeficient mice. Fifty (56%) PDXs were successfully established. Multivariate analyses showed tissue acquisition strategy [surgery 72.0% (95% confidence interval (CI): 58.2-82.6) vs. biopsy 35% (95% CI: 22.1%-50.6%)] to be the key determinant for successful PDX engraftment. These findings contrast with current empiricism in generating PDXs and can serve to simplify or liberalize PDX modeling protocols. Better understanding the relative impact of these factors on efficiency of PDX formation will allow for pervasive integration of these models in care of colorectal cancer patients. Mol Cancer Ther; 16(7); 1435-42. ©2017 AACR.


Asunto(s)
Neoplasias Colorrectales/tratamiento farmacológico , Neoplasias Colorrectales/genética , Modelos Animales de Enfermedad , Ensayos Antitumor por Modelo de Xenoinjerto/métodos , Animales , Neoplasias Colorrectales/patología , Femenino , Humanos , Masculino , Ratones , Estadificación de Neoplasias
10.
Clin Cancer Res ; 23(15): 4146-4154, 2017 Aug 01.
Artículo en Inglés | MEDLINE | ID: mdl-28280091

RESUMEN

Purpose: Aberrant activation of the intracellular tyrosine kinase Src has been implicated as a mechanism of acquired chemotherapy resistance in metastatic colorectal cancer (mCRC). Here, the oral tyrosine kinase Src inhibitor, dasatinib, was investigated in combination with FOLFOX and cetuximab.Experimental Design: We performed a phase IB/II study of 77 patients with previously treated mCRC. Primary objectives were to determine the maximum tolerated dose, dose-limiting toxicities (DLT), pharmacodynamics, and efficacy. Using a 3 + 3 design, patients received FOLFOX6 with cetuximab and escalating doses of dasatinib (100, 150, 200 mg daily), followed by a 12-patient expansion cohort at 150 mg. Phase II studies evaluated FOLFOX plus dasatinib 100 mg in KRAS c12/13mut patients or in combination with cetuximab if KRAS c12/13WT FAK and paxillin were utilized as surrogate blood biomarkers of Src inhibition, and paired biopsies of liver metastases were obtained in patients in the expansion cohort.Results: In phase IB, the DLTs were grade 3/4 fatigue (20%) and neutropenia (23%). In phase II, grade 3/4 fatigue (23%) and pleural effusions (11%) were present. Response rates were 20% (6 of 30) in the phase IB escalation and expansion cohort and 13% (3 of 24) and 0% (0 of 23) in the KRAS c12/13WT and mutant cohorts of phase II, respectively. Median progression-free survival was 4.6, 2.3, and 2.3 months, respectively. There was no evidence of Src inhibition based on surrogate blood biomarkers or paired tumor biopsies.Conclusions: The combination of dasatinib plus FOLFOX with or without cetuximab showed only modest clinical activity in refractory colorectal cancer. This appears to be primarily due to a failure to fully inhibit Src at the achievable doses of dasatinib. The combination of dasatinib plus FOLFOX with or without cetuximab did not show meaningful clinical activity in refractory colorectal cancer due to failure to fully inhibit Src. Clin Cancer Res; 23(15); 4146-54. ©2017 AACR.


Asunto(s)
Cetuximab/administración & dosificación , Neoplasias Colorrectales/tratamiento farmacológico , Dasatinib/administración & dosificación , Receptores ErbB/genética , Proteínas Proto-Oncogénicas p21(ras)/genética , Familia-src Quinasas/genética , Adulto , Anciano , Protocolos de Quimioterapia Combinada Antineoplásica/administración & dosificación , Protocolos de Quimioterapia Combinada Antineoplásica/efectos adversos , Proteína Tirosina Quinasa CSK , Neoplasias Colorrectales/genética , Neoplasias Colorrectales/patología , Supervivencia sin Enfermedad , Receptores ErbB/antagonistas & inhibidores , Femenino , Fluorouracilo/administración & dosificación , Humanos , Leucovorina/administración & dosificación , Masculino , Dosis Máxima Tolerada , Persona de Mediana Edad , Compuestos Organoplatinos/administración & dosificación , Familia-src Quinasas/antagonistas & inhibidores
11.
Genome Biol ; 18(1): 98, 2017 05 24.
Artículo en Inglés | MEDLINE | ID: mdl-28535802

RESUMEN

BACKGROUND: Non-coding RNAs have been drawing increasing attention in recent years as functional data suggest that they play important roles in key cellular processes. N-BLR is a primate-specific long non-coding RNA that modulates the epithelial-to-mesenchymal transition, facilitates cell migration, and increases colorectal cancer invasion. RESULTS: We performed multivariate analyses of data from two independent cohorts of colorectal cancer patients and show that the abundance of N-BLR is associated with tumor stage, invasion potential, and overall patient survival. Through in vitro and in vivo experiments we found that N-BLR facilitates migration primarily via crosstalk with E-cadherin and ZEB1. We showed that this crosstalk is mediated by a pyknon, a short ~20 nucleotide-long DNA motif contained in the N-BLR transcript and is targeted by members of the miR-200 family. In light of these findings, we used a microarray to investigate the expression patterns of other pyknon-containing genomic loci. We found multiple such loci that are differentially transcribed between healthy and diseased tissues in colorectal cancer and chronic lymphocytic leukemia. Moreover, we identified several new loci whose expression correlates with the colorectal cancer patients' overall survival. CONCLUSIONS: The primate-specific N-BLR is a novel molecular contributor to the complex mechanisms that underlie metastasis in colorectal cancer and a potential novel biomarker for this disease. The presence of a functional pyknon within N-BLR and the related finding that many more pyknon-containing genomic loci in the human genome exhibit tissue-specific and disease-specific expression suggests the possibility of an alternative class of biomarkers and therapeutic targets that are primate-specific.


Asunto(s)
Neoplasias Colorrectales/genética , Transición Epitelial-Mesenquimal/genética , Regulación Neoplásica de la Expresión Génica , Leucemia Linfocítica Crónica de Células B/genética , ARN Largo no Codificante/genética , Adulto , Anciano , Anciano de 80 o más Años , Animales , Cadherinas/genética , Cadherinas/metabolismo , Movimiento Celular , Proliferación Celular , Estudios de Cohortes , Neoplasias Colorrectales/metabolismo , Neoplasias Colorrectales/mortalidad , Neoplasias Colorrectales/patología , Femenino , Sitios Genéticos , Células HCT116 , Humanos , Leucemia Linfocítica Crónica de Células B/metabolismo , Leucemia Linfocítica Crónica de Células B/mortalidad , Leucemia Linfocítica Crónica de Células B/patología , Masculino , MicroARNs/genética , MicroARNs/metabolismo , Persona de Mediana Edad , Invasividad Neoplásica , Estadificación de Neoplasias , Motivos de Nucleótidos , ARN Largo no Codificante/metabolismo , ARN Mensajero/genética , ARN Mensajero/metabolismo , Análisis de Supervivencia , Transcripción Genética , Homeobox 1 de Unión a la E-Box con Dedos de Zinc/genética , Homeobox 1 de Unión a la E-Box con Dedos de Zinc/metabolismo
12.
J Biomol Struct Dyn ; 23(6): 635-40, 2006 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-16615809

RESUMEN

The extremely complicated nature of many biological problems makes them bear the features of fuzzy sets, such as with vague, imprecise, noisy, ambiguous, or input-missing information For instance, the current data in classifying protein structural classes are typically a fuzzy set To deal with this kind of problem, the AAPCA (Amino Acid Principal Component Analysis) approach was introduced. In the AAPCA approach the 20-dimensional amino acid composition space is reduced to an orthogonal space with fewer dimensions, and the original base functions are converted into a set of orthogonal and normalized base functions The advantage of such an approach is that it can minimize the random errors and redundant information in protein dataset through a principal component selection, remarkably improving the success rates in predicting protein structural classes It is anticipated that the AAPCA approach can be used to deal with many other classification problems in proteins as well.


Asunto(s)
Aminoácidos/química , Análisis de Componente Principal/métodos , Proteínas/química , Biología Computacional , Modelos Moleculares , Conformación Proteica , Proteínas/clasificación , Análisis de Secuencia de Proteína
13.
Clin Colorectal Cancer ; 15(2): e1-7, 2016 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-26810202

RESUMEN

BACKGROUND: Colorectal high-grade neuroendocrine carcinomas (HGNEC) are a rare but aggressive group of malignancies without standard management recommendations. METHODS: We retrospectively reviewed the records of 100 consecutive patients with histologically confirmed colorectal HGNEC diagnosed at MD Anderson Cancer Center between 1991 and 2013. RESULTS: In our cohort, most tumors (89%) were small cell carcinoma, and most (60%) involved the sigmoid or the anorectal regions. Sixty-four patients (64%) presented with metastatic disease at diagnosis. Striking epidemiological and clinical differences between those established in small cell lung cancer (SCLC) and our cohort were noted, including significantly lower rates of smoking and lower risk of bone, brain metastases. Over 30% of the tumors were found associated with an adenoma. Median overall survival (OS) of the cohort was 14.7 months, with 2-year and 5-year OS rates of 23% and 8%, respectively. In patients with localized disease, multimodality therapy was associated with a trend toward improved median OS (20.4 vs. 15.4 months; P = .08). Metastases at presentation (OS 20.63 vs. 8.7 months; localized vs metastatic disease at presentation; P < .001) and elevated lactate dehydrogenase levels were strongly associated with a worse outcome. CONCLUSION: In comparison to SCLC, less than half of the patients with colorectal HGNEC have history of smoking; metastatic patterns are also different between the 2 cancers. Nevertheless, HGNEC also has an aggressive biology, with the rectum being the most common site of origin. For localized disease, a multimodality approach seems to be associated with better outcomes, while systemic chemotherapy is the mainstay of treatment for advanced disease.


Asunto(s)
Carcinoma Neuroendocrino/mortalidad , Carcinoma Neuroendocrino/patología , Neoplasias Colorrectales/mortalidad , Neoplasias Colorrectales/patología , Adulto , Anciano , Anciano de 80 o más Años , Carcinoma Neuroendocrino/terapia , Neoplasias Colorrectales/terapia , Supervivencia sin Enfermedad , Femenino , Humanos , Estimación de Kaplan-Meier , Masculino , Persona de Mediana Edad , Modelos de Riesgos Proporcionales , Estudios Retrospectivos
14.
J Mol Biol ; 341(1): 271-9, 2004 Jul 30.
Artículo en Inglés | MEDLINE | ID: mdl-15312778

RESUMEN

Proteomics was used to identify a protein encoded by ORF 3a in a SARS-associated coronavirus (SARS-CoV). Immuno-blotting revealed that interchain disulfide bonds might be formed between this protein and the spike protein. ELISA indicated that sera from SARS patients have significant positive reactions with synthesized peptides derived from the 3a protein. These results are concordant with that of a spike protein-derived peptide. A tendency exists for co-mutation between the 3a protein and the spike protein of SARS-CoV isolates, suggesting that the function of the 3a protein correlates with the spike protein. Taken together, the 3a protein might be tightly correlated to the spike protein in the SARS-CoV functions. The 3a protein may serve as a new clinical marker or drug target for SARS treatment.


Asunto(s)
Coronavirus Relacionado al Síndrome Respiratorio Agudo Severo/metabolismo , Proteínas Virales/metabolismo , Animales , Chlorocebus aethiops , Disulfuros/metabolismo , Humanos , Glicoproteínas de Membrana/metabolismo , Filogenia , Proteómica , Coronavirus Relacionado al Síndrome Respiratorio Agudo Severo/química , Coronavirus Relacionado al Síndrome Respiratorio Agudo Severo/genética , Análisis de Secuencia de Proteína , Glicoproteína de la Espiga del Coronavirus , Células Vero , Proteínas del Envoltorio Viral/metabolismo , Proteínas Virales/química , Proteínas Virales/genética , Proteínas Viroporinas
15.
Zhonghua Zhong Liu Za Zhi ; 26(6): 364-8, 2004 Jun.
Artículo en Zh | MEDLINE | ID: mdl-15312349

RESUMEN

OBJECTIVE: To analyze the prognostic factors in patients with stage I non-small cell lung cancer (NSCLC). METHODS: Fifty-eight patients with stage I NSCLC treated from 1991 to 1995 were retrospectively reviewed. The clinical features, histopathology and prognostic factors were analyzed by SPSS10.0 statistic software. The expression of c-myc, MDM2, c-erbB-2, EGFR, p53, p14(ARF), p16(INK4), p21(WAF1) and nm23 was detected by immunohistochemical assay. The overall survival rate, local-regional control rate and distant metastasis rate were observed. RESULTS: The overall survival rate, local-regional recurrent rate and distant metastasis rate were 71.1%, 11.1% and 33.5%, respectively. In univariate analysis, tumor cell differentiation was an independent prognostic factor (P = 0.028); overexpression of c-myc or c-erbB-2 had significantly poor overall survival and high distant metastasis rate (P < 0.05). The total oncogene immunoreactive score (IRS) and comprehensive IRS were associated with poor overall survival. In multivariate analysis, tumor cell differentiation and comprehensive IRS were independent prognostic factors for overall survival. Among the high-risk group of patients, those who had received chemotherapy seemed to have a higher overall survival rate and a lower distant metastasis rate in this study, but the difference was not statistically significant. CONCLUSION: For stage I NSCLC patients, tumor cell differentiation and comprehensive IRS are independent prognostic factors for overall survival. Adjuvant chemotherapy might somehow improve the survival for the patients with high-risk factors.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas/mortalidad , Neoplasias Pulmonares/mortalidad , Adulto , Anciano , Anciano de 80 o más Años , Carcinoma de Pulmón de Células no Pequeñas/patología , Carcinoma de Pulmón de Células no Pequeñas/cirugía , Diferenciación Celular , Quimioterapia Adyuvante , Femenino , Estudios de Seguimiento , Regulación Neoplásica de la Expresión Génica , Genes Supresores de Tumor , Humanos , Neoplasias Pulmonares/patología , Neoplasias Pulmonares/cirugía , Masculino , Persona de Mediana Edad , Invasividad Neoplásica , Recurrencia Local de Neoplasia , Estadificación de Neoplasias , Oncogenes , Pronóstico , Estudios Retrospectivos , Tasa de Supervivencia
16.
Clin Colorectal Cancer ; 13(3): 164-71, 2014 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-25069797

RESUMEN

BACKGROUND: BRAF mutations occur in 5% to 10% of metastatic colorectal cancers and are biomarkers associated with a poor prognosis. However, the outcomes with standard chemotherapy over sequential lines of therapy in a large cohort of patients with BRAF-mutant tumors have not been described. PATIENTS AND METHODS: We searched the M.D. Anderson Cancer Center databases for patients with colorectal cancer and identified BRAF mutations between December 2003 and May 2012. Patients were analyzed for clinical characteristics, PFS, overall survival, and chemotherapeutic agents used. Survival was estimated according to the Kaplan-Meier method. RESULTS: Among the 1567 patients tested for BRAF mutations at our institution, 127 (8.1%) had tumors with BRAF mutations. The 71 patients who presented with metastatic disease received a median of 2 lines of chemotherapy. For the first 3 lines of chemotherapy, median PFS was 6.3 months (n = 69 patients; 95% confidence interval [CI], 4.9-7.7 months), 2.5 months (n = 58 patients; 95% CI, 1.8-3.0 months), and 2.6 months (n = 31 patients; 95% CI, 1.0-4.2 months), respectively. Median PFS was not affected by the backbone chemotherapeutic agent in the first-line setting, whether oxaliplatin-based or irinotecan-based (6.4 months vs. 5.4 months, respectively; P = .99). CONCLUSION: PFS is expectedly poor for patients with BRAF-mutated metastatic colorectal cancer. Despite the ascertainment bias present (with testing preferentially performed in patients suitable for clinical trials in refractory disease), these data provide historic controls suitable for future study design and support the idea that novel therapeutic options are essential in this population.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Biomarcadores de Tumor/genética , Neoplasias Colorrectales/tratamiento farmacológico , Neoplasias Colorrectales/genética , Neoplasias Hepáticas/tratamiento farmacológico , Neoplasias Pulmonares/tratamiento farmacológico , Neoplasias Peritoneales/tratamiento farmacológico , Proteínas Proto-Oncogénicas B-raf/genética , Anticuerpos Monoclonales/administración & dosificación , Anticuerpos Monoclonales Humanizados/administración & dosificación , Camptotecina/administración & dosificación , Camptotecina/análogos & derivados , Cetuximab , Neoplasias Colorrectales/patología , Supervivencia sin Enfermedad , Femenino , Humanos , Irinotecán , Neoplasias Hepáticas/secundario , Neoplasias Hepáticas/cirugía , Neoplasias Pulmonares/secundario , Metástasis Linfática , Masculino , Metastasectomía , Inestabilidad de Microsatélites , Persona de Mediana Edad , Mutación , Estadificación de Neoplasias , Compuestos Organoplatinos/administración & dosificación , Oxaliplatino , Panitumumab , Neoplasias Peritoneales/secundario , Tasa de Supervivencia
17.
PLoS One ; 8(10): e77117, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-24143206

RESUMEN

BACKGROUND: Circulating angiogenic factors are altered in patients with mCRC receiving bevacizumab. Evaluation of alterations in levels of VEGF ligands may provide insights into possible resistance mechanisms. METHODS: PlGF, VEGF-A, VEGF-C, and VEGF-D were measured from two cohorts of patients. Sequential plasma samples were obtained from a discovery cohort of 42 patients treated with chemotherapy and bevacizumab. A validation cohort included plasma samples from a cross-sectional of 403 patients prior to chemotherapy, or after progression on a regimen with or without bevacizumab. RESULTS: In the discovery cohort, VEGF-C was increased prior to progression and at progression (+49% and +95%, respectively, p<0.01), consistent with previously reported elevations in PlGF. Levels of VEGF-D were increased (+23%) at progression (p=0.05). In the validation cohort, samples obtained from patients after progression on a regimen with bevacizumab had higher levels of PlGF and VEGF-D (+43% and +6%, p=0.02, p=0.01, respectively) compared to untreated patients, but failed to validate the increase in VEGF-C seen in the first cohort. Patients who progressed on chemotherapy with bevacizumab had significantly elevated levels of PlGF (+88%) but not VEGF-C and VEGF-D compared to patients treated with chemotherapy alone. Elevations of PlGF and VEGF-D appeared transient and returned to baseline with a half-life of 6 weeks. CONCLUSIONS: Increases in PlGF and VEGF-D were observed after progression on chemotherapy with bevacizumab. These changes appear to be reversible after discontinuing therapy. These ligands are associated with resistance to bevacizumab-containing chemotherapy in mCRC, but causation remains to be established.


Asunto(s)
Anticuerpos Monoclonales Humanizados/farmacología , Neoplasias Colorrectales/tratamiento farmacológico , Neoplasias Colorrectales/patología , Resistencia a Antineoplásicos , Terapia Molecular Dirigida , Factor A de Crecimiento Endotelial Vascular/metabolismo , Anticuerpos Monoclonales Humanizados/uso terapéutico , Bevacizumab , Neoplasias Colorrectales/sangre , Neoplasias Colorrectales/metabolismo , Progresión de la Enfermedad , Supervivencia sin Enfermedad , Femenino , Humanos , Ligandos , Masculino , Proteínas de la Membrana/sangre , Proteínas de la Membrana/metabolismo , Persona de Mediana Edad , Metástasis de la Neoplasia , Factor A de Crecimiento Endotelial Vascular/sangre
18.
PLoS One ; 8(6): e65144, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-23776447

RESUMEN

BACKGROUND: Adenocarcinomas of the ampulla of Vater are classified as biliary cancers, though the exact epithelium of origin for these cancers is not known. We sought to molecularly classify ampullary adenocarcinomas in comparison to known adenocarcinomas of the pancreas, bile duct, and duodenum by gene expression analysis. METHODS: We analyzed 32 fresh-frozen resected, untreated periampullary adenocarcinomas (8 pancreatic, 2 extrahepatic biliary, 8 duodenal, and 14 ampullary) using the Affymetrix U133 Plus 2.0 genome array. Unsupervised and supervised hierarchical clustering identified two subtypes of ampullary carcinomas that were molecularly and histologically characterized. RESULTS: Hierarchical clustering of periampullary carcinomas segregated ampullary carcinomas into two subgroups, which were distinctly different from pancreatic carcinomas. Non-pancreatic periampullary adenocarcinomas were segregated into two subgroups with differing prognoses: 5 year RFS (77% vs. 0%, p = 0.007) and 5 year OS (100% vs. 35%, p = 0.005). Unsupervised clustering analysis of the 14 ampullary samples also identified two subgroups: a good prognosis intestinal-like subgroup and a poor prognosis biliary-like subgroup with 5 year OS of 70% vs. 28%, P = 0.09. Expression of CK7+/CK20- but not CDX-2 correlated with these two subgroups. Activation of the AKT and MAPK pathways were both increased in the poor prognostic biliary-like subgroup. In an independent 80 patient ampullary validation dataset only histological subtype (intestinal vs. pancreaticobiliary) was significantly associated with OS in both univariate (p = 0.006) and multivariate analysis (P = 0.04). CONCLUSIONS: Gene expression analysis discriminated pancreatic adenocarcinomas from other periampullary carcinomas and identified two prognostically relevant subgroups of ampullary adenocarcinomas. Histological subtype was an independent prognostic factor in ampullary adenocarcinomas.


Asunto(s)
Perfilación de la Expresión Génica , Neoplasias Pancreáticas/metabolismo , Neoplasias del Conducto Colédoco/genética , Neoplasias del Conducto Colédoco/metabolismo , Neoplasias Duodenales/genética , Neoplasias Duodenales/metabolismo , Regulación Neoplásica de la Expresión Génica , Humanos , Neoplasias Pancreáticas/genética , Análisis por Matrices de Proteínas , Neoplasias Pancreáticas
19.
Clin Cancer Res ; 19(3): 657-67, 2013 Feb 01.
Artículo en Inglés | MEDLINE | ID: mdl-23251002

RESUMEN

PURPOSE: Vemurafenib, a selective inhibitor of BRAF(V600), has shown significant activity in BRAF(V600) melanoma but not in less than 10% of metastatic BRAF(V600) colorectal cancers (CRC), suggesting that studies of the unique hypermethylated phenotype and concurrent oncogenic activation of BRAF(mut) CRC may provide combinatorial strategies. EXPERIMENTAL DESIGN: We conducted comparative proteomic analysis of BRAF(V600E) melanoma and CRC cell lines, followed by correlation of phosphoinositide 3-kinase (PI3K) pathway activation and sensitivity to the vemurafenib analogue PLX4720. Pharmacologic inhibitors and siRNA were used in combination with PLX4720 to inhibit PI3K and methyltransferase in cell lines and murine models. RESULTS: Compared with melanoma, CRC lines show higher levels of PI3K/AKT pathway activation. CRC cell lines with mutations in PTEN or PIK3CA were less sensitive to growth inhibition by PLX4720 (P = 0.03), and knockdown of PTEN expression in sensitive CRC cells reduced growth inhibition by the drug. Combined treatment of PLX4720 with PI3K inhibitors caused synergistic growth inhibition in BRAF-mutant CRC cells with both primary and secondary resistance. In addition, methyltransferase inhibition was synergistic with PLX4720 and decreased AKT activation. In vivo, PLX4720 combined with either inhibitors of AKT or methyltransferase showed greater tumor growth inhibition than PLX4720 alone. Clones with acquired resistance to PLX4720 in vitro showed PI3K/AKT activation with EGF receptor (EGFR) or KRAS amplification. CONCLUSIONS: We show that activation of the PI3K/AKT pathway is a mechanism of both innate and acquired resistance to BRAF inhibitors in BRAF(V600E) CRC and suggest combinatorial approaches to improve outcomes in this poor prognosis subset of patients.


Asunto(s)
Antineoplásicos/farmacología , Neoplasias del Colon/genética , Neoplasias del Colon/metabolismo , Resistencia a Antineoplásicos/genética , Indoles/farmacología , Fosfatidilinositol 3-Quinasas/metabolismo , Proteínas Proto-Oncogénicas B-raf/genética , Sulfonamidas/farmacología , Animales , Azacitidina/farmacología , Línea Celular Tumoral , Proliferación Celular , Modelos Animales de Enfermedad , Humanos , Metilación/efectos de los fármacos , Ratones , Proteínas Quinasas Activadas por Mitógenos/metabolismo , Mutación , Fosfohidrolasa PTEN/genética , Inhibidores de las Quinasa Fosfoinosítidos-3 , Proteínas Proto-Oncogénicas B-raf/antagonistas & inhibidores , Proteínas Proto-Oncogénicas B-raf/metabolismo , Proteínas Proto-Oncogénicas c-akt/metabolismo , Transducción de Señal/efectos de los fármacos , Vemurafenib
20.
Int J Radiat Oncol Biol Phys ; 83(1): 332-9, 2012 May 01.
Artículo en Inglés | MEDLINE | ID: mdl-22079735

RESUMEN

PURPOSE: In 2007, we published our initial experience in treating inoperable non-small-cell lung cancer (NSCLC) with intensity-modulated radiation therapy (IMRT). The current report is an update of that experience with long-term follow-up. METHODS AND MATERIALS: Patients in this retrospective review were 165 patients who began definitive radiotherapy, with or without chemotherapy, for newly diagnosed, pathologically confirmed NSCLC to a dose of ≥60 Gy from 2005 to 2006. Early and late toxicities assessed included treatment-related pneumonitis (TRP), pulmonary fibrosis, esophagitis, and esophageal stricture, scored mainly according to the Common Terminology Criteria for Adverse Events 3.0. Other variables monitored were radiation-associated dermatitis and changes in body weight and Karnofsky performance status. The Kaplan-Meier method was used to compute survival and freedom from radiation-related acute and late toxicities as a function of time. RESULTS: Most patients (89%) had Stage III to IV disease. The median radiation dose was 66 Gy given in 33 fractions (range, 60-76 Gy, 1.8-2.3 Gy per fraction). Median overall survival time was 1.8 years; the 2-year and 3-year overall survival rates were 46% and 30%. Rates of Grade ≥3 maximum TRP (TRP(max)) were 11% at 6 months and 14% at 12 months. At 18 months, 86% of patients had developed Grade ≥1 maximum pulmonary fibrosis (pulmonary fibrosis(max)) and 7% Grade ≥2 pulmonary fibrosis(max). The median times to maximum esophagitis (esophagitis(max)) were 3 weeks (range, 1-13 weeks) for Grade 2 and 6 weeks (range, 3-13 weeks) for Grade 3. A higher percentage of patients who experienced Grade 3 esophagitis(max) later developed Grade 2 to 3 esophageal stricture. CONCLUSIONS: In our experience, using IMRT to treat NSCLC leads to low rates of pulmonary and esophageal toxicity, and favorable clinical outcomes in terms of survival.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas/radioterapia , Neoplasias Pulmonares/radioterapia , Radioterapia de Intensidad Modulada/efectos adversos , Radioterapia de Intensidad Modulada/métodos , Adulto , Anciano , Anciano de 80 o más Años , Instituciones Oncológicas , Carcinoma de Pulmón de Células no Pequeñas/mortalidad , Carcinoma de Pulmón de Células no Pequeñas/patología , Estenosis Esofágica/etiología , Esofagitis/etiología , Femenino , Estudios de Seguimiento , Humanos , Neoplasias Pulmonares/mortalidad , Neoplasias Pulmonares/patología , Masculino , Persona de Mediana Edad , Estadificación de Neoplasias , Fibrosis Pulmonar/etiología , Traumatismos por Radiación/complicaciones , Neumonitis por Radiación/etiología , Radioterapia de Intensidad Modulada/mortalidad , Estudios Retrospectivos , Tasa de Supervivencia , Texas
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