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1.
Cancer Immunol Immunother ; 72(7): 2075-2086, 2023 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-36806983

RESUMEN

Multiple targeted therapeutics have been approved by the FDA for mUC, including immune checkpoint inhibitors (ICIs) and more recently targeted agents for both FGFR and Nectin-4. FGFR3-aberrant and Nectin-4 expressing cells have been associated with an immunosuppressed phenotype. Given that less than half of all patients respond to these agents as monotherapies and less than 20% are eligible to receive salvage therapy, effective personalized treatment plans are critical. Typical biomarkers for ICIs such as PD-L1 and TMB have not been definitive in mUC, yet a biomarker-driven optimization of first-line therapy and subsequent sequencing have the potential to achieve higher and more durable response rates. The IO score is a 27-gene tumor immune microenvironment (TIME) classifier that has been associated with the clinical benefits of ICIs in multiple cancer types, including mUC. This study demonstrates that the IO score was associated with both progression-free survival (PFS) and overall survival (OS) in a real-world cohort of mUC patients treated with ICIs. Furthermore, the IO score was independent of and provided information incremental to TMB. Interestingly, the IO score predicted benefit in patients with high FGFR expression, despite conflicting data regarding response rates among the FGFR aberrant population. Taken together, these results demonstrate that the IO score assessment of the TIME is associated with a clinical benefit from ICI therapy and that this novel biomarker may inform therapeutic sequencing decisions in mUC, potentially improving outcomes for this notoriously difficult-to-treat disease.


Asunto(s)
Antineoplásicos Inmunológicos , Carcinoma de Pulmón de Células no Pequeñas , Carcinoma de Células Transicionales , Neoplasias Pulmonares , Neoplasias de la Vejiga Urinaria , Humanos , Neoplasias Pulmonares/tratamiento farmacológico , Carcinoma de Pulmón de Células no Pequeñas/tratamiento farmacológico , Inhibidores de Puntos de Control Inmunológico/uso terapéutico , Receptor de Muerte Celular Programada 1/uso terapéutico , Nectinas , Neoplasias de la Vejiga Urinaria/tratamiento farmacológico , Antineoplásicos Inmunológicos/uso terapéutico , Antígeno B7-H1 , Microambiente Tumoral
2.
Clin Lung Cancer ; 24(2): 137-144, 2023 03.
Artículo en Inglés | MEDLINE | ID: mdl-36564297

RESUMEN

BACKGROUND: Immune checkpoint inhibitors (ICI) are standard of care in advanced non-small cell lung cancer (NSCLC). However, not all patients benefit, even among PD-L1 tumor proportional score (TPS) ≥50%, indicating an unmet need for additional biomarkers such as those assessing the tumor immune microenvironment (TIME). DetermaIO is a 27-gene assay that classifies TIME and has previously demonstrated association with ICI response. METHODS: FFPE samples were selected from BC Cancer and West Clinic Cancer Center patients with performance status (PS) ≤2 who received at least 2 cycles of ICI monotherapy in the first (1L) or second line (2L). IO scores were generated and analyzed for association with PFS and OS. RESULTS: In the entire cohort (N=147), IO score was significantly associated with OS (HR=0.68, 95%CI 0.47-0.99, P = .042) and PFS (HR=0.62, 95%CI 0.43-0.88, P = .0069). In 1L treated patients (PD-L1≥50%, N=78), IO score was significantly associated with PFS (HR=0.55, 95%CI 0.32-0.94, P = .028). In exploratory analyses, IO score was associated with benefit in 1L PS2 patients for OS (HR = 0.26, 95%CI 0.091-0.74, P = .012) and PFS (HR = 0.27, 95%CI 0.098-0.72, P = .0095) which was confirmed in PFS subgroup analysis in the independent West Cancer Center study (N=13 HR=0.14, 95%CI 0.027-0.76, P = .023). CONCLUSION: These data confirm the association of DetermaIO with ICI clinical benefit in NSCLC, and expand on previous studies by demonstrating that first line treated PD-L1≥50% patients can further be stratified by IO score to identify efficacy. Exploratory analysis suggested that the IO score identifies benefit in patients with poor PS.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas , Neoplasias Pulmonares , Humanos , Carcinoma de Pulmón de Células no Pequeñas/patología , Neoplasias Pulmonares/patología , Antígeno B7-H1 , Estudios Retrospectivos , Inmunoterapia , Microambiente Tumoral
3.
J Transl Med ; 20(1): 370, 2022 08 16.
Artículo en Inglés | MEDLINE | ID: mdl-35974414

RESUMEN

BACKGROUND: The IO Score is a 27-gene immuno-oncology (IO) classifier that has previously predicted benefit to immune checkpoint inhibitor (ICI) therapy in triple negative breast cancer (TNBC) and non-small cell lung cancer (NSCLC). It generates both a continuous score and a binary result using a defined threshold that is conserved between breast and lung. Herein, we aimed to evaluate the IO Score's binary threshold in ICI-naïve TCGA bladder cancer patients (TCGA-BLCA) and assess its clinical utility in metastatic urothelial cancer (mUC) using the IMvigor210 clinical trial treated with the ICI, atezolizumab. METHODS: We identified a list of tumor immune microenvironment (TIME) related genes expressed across the TCGA breast, lung squamous and lung adenocarcinoma cohorts (TCGA-BRCA, TCGA-LUSQ, and TCGA-LUAD, 939 genes total) and then examined the expression of these 939 genes in TCGA-BLCA, to identify patients as having high inflammatory gene expression. Using this as a test of classification, we assessed the previously established threshold of IO Score. We then evaluated the IO Score with this threshold in the IMvigor210 cohort for its association with overall survival (OS). RESULTS: In TCGA-BLCA, IO Score positive patients had a strong concordance with high inflammatory gene expression (p < 0.0001). Given this concordance, we applied the IO Score to the ICI treated IMvigor210 patients. IO Score positive patients (40%) had a significant Cox proportional hazard ratio (HR) of 0.59 (95% CI 0.45-0.78 p < 0.001) for OS and improved median OS (15.6 versus 7.5 months) compared to IO Score negative patients. The IO Score remained significant in bivariate models combined with all other clinical factors and biomarkers, including PD-L1 protein expression and tumor mutational burden. CONCLUSION: The IMvigor210 results demonstrate the potential for the IO Score as a clinically useful biomarker in mUC. As this is the third tumor type assessed using the same algorithm and threshold, the IO Score may be a promising candidate as a tissue agnostic marker of ICI clinical benefit. The concordance between IO Score and inflammatory gene expression suggests that the classifier is capturing common features of the TIME across cancer types.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas , Neoplasias Pulmonares , Antígeno B7-H1/genética , Biomarcadores de Tumor/genética , Carcinoma de Pulmón de Células no Pequeñas/patología , Ensayos Clínicos como Asunto , Humanos , Inhibidores de Puntos de Control Inmunológico/farmacología , Inhibidores de Puntos de Control Inmunológico/uso terapéutico , Neoplasias Pulmonares/patología , Microambiente Tumoral
4.
BMC Cancer ; 22(1): 407, 2022 Apr 14.
Artículo en Inglés | MEDLINE | ID: mdl-35421940

RESUMEN

BACKGROUND: Immune checkpoint inhibitor (ICI) therapies represent a major advance in treating a variety of advanced-stage malignancies. Nevertheless, only a subset of patients benefit, even when selected based on approved biomarkers such as PD-L1 and tumor mutational burden. New biomarkers are needed to maximize the therapeutic ratio of these therapies. METHODS: In this retrospective cohort, we assessed a 27-gene RT-qPCR immuno-oncology (IO) gene expression assay of the tumor immune microenvironment and determined its association with the efficacy of ICI therapy in 67 advanced-stage NSCLC patients. The 27-gene IO test score (IO score), programmed cell death ligand 1 immunohistochemistry tumor proportion score (PD-L1 TPS), and tumor mutational burden (TMB) were analyzed as continuous variables for response and as binary variables for one-year progression free survival. The threshold for the IO score was prospectively set based upon a previously described training cohort. Prognostic implications of the IO score were evaluated in a separate cohort of 104 advanced-stage NSCLC patients from The Cancer Genome Atlas (TCGA) who received non-ICI therapy. RESULTS: The IO score was significantly different between responders or non-responders (p = 0.007) and associated with progression-free survival (p = 0.001). Bivariate analysis established that the IO score was independent of PD-L1 TPS and TMB in identifying patients benefiting from ICI therapy. In a separate cohort of late-stage NSCLC patients from TCGA, the IO score was not prognostic of outcome from non-ICI-treated patients. CONCLUSIONS: This study is the first application of this 27-gene IO RT-qPCR assay in a clinical cohort with outcome data. IO scores were significantly associated with response to ICI therapy and prolonged progression-free survival. Together, these data suggest the IO score should be further studied to define its role in informing clinical decision-making for ICI treatment in NSCLC.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas , Neoplasias Pulmonares , Antígeno B7-H1/metabolismo , Biomarcadores de Tumor/análisis , Biomarcadores de Tumor/genética , Carcinoma de Pulmón de Células no Pequeñas/tratamiento farmacológico , Carcinoma de Pulmón de Células no Pequeñas/genética , Carcinoma de Pulmón de Células no Pequeñas/patología , Humanos , Inhibidores de Puntos de Control Inmunológico/uso terapéutico , Neoplasias Pulmonares/tratamiento farmacológico , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/patología , Estudios Retrospectivos , Microambiente Tumoral
5.
Br J Ophthalmol ; 100(6): 843-7, 2016 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-26453641

RESUMEN

BACKGROUND/AIMS: The novel prostaglandin E (EP) 3 and prostaglandin F (FP) receptor agonist ONO-9054 is effective in lowering intraocular pressure (IOP) in patients with ocular hypertension and open-angle glaucoma when administered once daily. This study compares the effects of morning (AM) versus evening (PM) dosing of ONO-9054 on tolerability and IOP lowering. METHODS: This was a single-centre, randomised, double-masked, two-sequence, placebo-controlled crossover study in 12 subjects with bilateral primary open-angle glaucoma or ocular hypertension. Two 14-day crossover regimens were separated by a 2-week washout: ONO-9054 (1 drop to each eye) in the morning (07:00) and vehicle in the evening (19:00) and vice versa. IOP was measured multiple times during select days. Ocular examinations also evaluated safety and tolerability. RESULTS: Mild ocular hyperaemia, reported by six subjects with PM dosing, was the most frequent adverse event. Mild to moderate dryness was also slightly more frequent after PM dosing. Maximum IOP reduction from baseline occurred on day 2 with decreases from baseline of -7.4 mm Hg (-30.8%) for AM dosing and -9.1 mm Hg, (-38.0%) for PM dosing; after 14 days, mean reduction in IOP was -6.8 mm Hg (-28.6%) for AM dosing and -7.5 mm Hg (-31.0%) for PM dosing. CONCLUSIONS: PM dosing of ONO-0954 was associated with a slightly increased frequency of mild hyperaemia and mild to moderate dryness. Both dosing schedules provided sustained reduction in IOP. TRIAL REGISTRATION NUMBER: NCT01670266.


Asunto(s)
Glaucoma de Ángulo Abierto/tratamiento farmacológico , Presión Intraocular/efectos de los fármacos , Hipertensión Ocular/tratamiento farmacológico , Oxepinas/administración & dosificación , Subtipo EP3 de Receptores de Prostaglandina E/antagonistas & inhibidores , Receptores de Prostaglandina/antagonistas & inhibidores , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Estudios Cruzados , Relación Dosis-Respuesta a Droga , Método Doble Ciego , Esquema de Medicación , Femenino , Glaucoma de Ángulo Abierto/metabolismo , Glaucoma de Ángulo Abierto/fisiopatología , Humanos , Masculino , Persona de Mediana Edad , Hipertensión Ocular/metabolismo , Hipertensión Ocular/fisiopatología , Soluciones Oftálmicas , Resultado del Tratamiento , Adulto Joven
6.
BMC Clin Pathol ; 15: 21, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-26664297

RESUMEN

BACKGROUND: The role of vitamin E in breast cancer prevention and treatment has been widely investigated, and the different tocopherols that comprise this nutrient have been shown to have divergent associations with cancer outcome. Our previous studies have shown that α-Tocopherol-associated protein (TAP), a vitamin E binding protein, may function as a tumor suppressor-like factor in breast carcinogenesis. The current study addresses the association of TAP expression with breast cancer clinical outcomes. METHODS: Immunohistochemical stain for TAP was applied to a tissue microarray from a breast cancer cohort consisting of 271 patients with a median follow-up time of 5.2 years. The expression of TAP in tumor cells was compared with patient's clinical outcome at 5 years after diagnosis. The potential role of TAP in predicting outcome was also assessed in clinically relevant subsets of the cohort. In addition, we compared TAP expression and Oncotype DX scores in an independent breast cancer cohort consisting of 71 cases. RESULTS: We demonstrate that the expression of TAP was differentially expressed within the breast cancer cohort, and that ER+/PR ± tumors were more likely to exhibit TAP expression. TAP expression was associated with an overall lower recurrence rate and a better 5-year survival rate. This association was primarily in patients with ER+ tumors; exploratory analysis showed that this association was strongest in patients with node-positive tumors and was independent of stage and treatment with chemotherapy. TAP expression in ER/PR negative or triple negative tumors had no association with clinical outcome. In addition, we did not observe an association between TAP expression and Oncotype DX recurrence score. CONCLUSIONS: The significant positive association we found for α-Tocopherol-associated protein with outcome in breast cancer may help to better define and explain studies addressing α-tocopherol's association with cancer risk and outcome. Additionally, further studies to validate and extend these findings may allow TAP to serve as a breast-specific prognostic marker in breast cancer patients, especially in those patients with ER+ tumors.

7.
PLoS One ; 9(1): e87268, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-24498060

RESUMEN

N-myc downstream-regulated gene 1 (NDRG1) is induced by cellular stress such as hypoxia and DNA damage, and in humans, germ line mutations cause Charcot-Marie-Tooth disease. However, the cellular roles of NDRG1 are not fully understood. Previously, NDRG1 was shown to mediate doxorubicin resistance under hypoxia, suggesting a role for NDRG1 in cell survival under these conditions. We found decreased apoptosis in doxorubicin-treated cells expressing NDRG1 shRNAs under normoxia, demonstrating a requirement for NDRG1 in apoptosis in breast epithelial cells under normal oxygen pressure. Also, different cellular stress regimens, such as hypoxia and doxorubicin treatment, induced NDRG1 through different stress signalling pathways. We further compared expression profiles in human breast epithelial cells ectopically over-expressing NDRG1 with cells expressing NDRG1 shRNAs in order to identify biological pathways where NDRG1 is involved. The results suggest that NDRG1 may have roles connected to vesicle transport.


Asunto(s)
Proteínas de Ciclo Celular/genética , Perfilación de la Expresión Génica , Péptidos y Proteínas de Señalización Intracelular/genética , Orgánulos/genética , Transducción de Señal/genética , Apoptosis/efectos de los fármacos , Apoptosis/genética , Transporte Biológico/genética , Western Blotting , Proteínas de Ciclo Celular/metabolismo , Línea Celular , Línea Celular Tumoral , Supervivencia Celular/efectos de los fármacos , Supervivencia Celular/genética , Doxorrubicina/farmacología , Células HCT116 , Humanos , Péptidos y Proteínas de Señalización Intracelular/metabolismo , Células MCF-7 , Microscopía Confocal , Análisis de Secuencia por Matrices de Oligonucleótidos , Orgánulos/metabolismo , Interferencia de ARN
8.
J Clin Oncol ; 30(36): 4477-84, 2012 Dec 20.
Artículo en Inglés | MEDLINE | ID: mdl-23045591

RESUMEN

PURPOSE: Some postmenopausal patients with hormone-sensitive early breast cancer remain at high risk of relapse despite endocrine therapy and, in addition, might benefit from adjuvant chemotherapy. The challenge is to prospectively identify such patients. The Mammostrat test uses five immunohistochemical markers to stratify patients regarding recurrence risk and may inform treatment decisions. We tested the efficacy of this panel in the Tamoxifen versus Exemestane Adjuvant Multicenter (TEAM) trial. PATIENTS AND METHODS: Pathology blocks from 4,598 TEAM patients were collected, and tissue microarrays (TMAs) were constructed. The cohort was 47% node-positive, and 36% of patients in the cohort were treated with adjuvant chemotherapy. Triplicate 0.6-mm(2) TMA cores were stained, and positivity for p53, HTF9C, CEACAM5, NDRG1, and SLC7A5 was assessed. Cases were assigned a Mammostrat risk score, and distant relapse-free survival (DRFS) and disease-free survival (DFS) were analyzed. RESULTS: In multivariate regression analyses, which were corrected for conventional clinicopathologic markers, Mammostrat provided significant additional information on DRFS after endocrine therapy in estrogen receptor (ER) -positive node-negative patients (n = 1,226) who did not receive chemotherapy (P = .004). Additional analyses in all patients not exposed to chemotherapy, irrespective of nodal status (n = 2,559) and in the entire cohort (n = 3,837) showed Mammostrat scores provided additional information on DRFS in these groups (P = .001 and P < .001, respectively; multivariate analyses). No differences were seen between the two endocrine treatment regimens. CONCLUSION: The Mammostrat score predicts DRFS for patients treated with exemestane and patients treated with tamoxifen followed by exemestane irrespective of nodal status and chemotherapy. The ability of this test to provide additional outcome data after treatment provides additional evidence of its use in risk stratification of ER-positive postmenopausal patients with breast cancer.


Asunto(s)
Androstadienos/uso terapéutico , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/patología , Neoplasias Hormono-Dependientes/tratamiento farmacológico , Neoplasias Hormono-Dependientes/patología , Tamoxifeno/uso terapéutico , Análisis de Matrices Tisulares/métodos , Androstadienos/efectos adversos , Antineoplásicos/efectos adversos , Antineoplásicos/uso terapéutico , Antineoplásicos Hormonales/efectos adversos , Antineoplásicos Hormonales/uso terapéutico , Neoplasias de la Mama/genética , Neoplasias de la Mama/metabolismo , Quimioterapia Adyuvante , Supervivencia sin Enfermedad , Femenino , Humanos , Inmunohistoquímica , Neoplasias Hormono-Dependientes/genética , Neoplasias Hormono-Dependientes/metabolismo , Recurrencia , Estudios Retrospectivos , Factores de Riesgo , Tamoxifeno/efectos adversos
9.
J Cutan Pathol ; 38(12): 961-6, 2011 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-22050093

RESUMEN

Angiosarcomas may be primary in the skin, primary in soft tissue or viscera, or secondary to irradiation. All angiosarcomas have a poor prognosis. Taxanes may have efficacy in the treatment of angiosarcoma. Expression of TLE3 has been associated with improved outcome in taxane-treated breast cancers. We studied a series of angiosarcoma with TLE3 immunohistochemistry. Cases of angiosarcoma (98 total cases; 37 cutaneous, 48 soft tissue/visceral and 13 post-irradiation) were retrieved and follow up was obtained. Tumors were classified as 'vasoformative', 'spindled', 'epithelioid' and 'mixed'. TLE3 immunohistochemistry was performed. Statistical analyses were performed. Patients (50 males and 48 females) had a median age of 60.2 years. Tumors had a median size 7.5 cm and were vasoformative (N = 43, 44%), spindled (N = 21, 21%), epithelioid (N = 16, 16%) and mixed (N = 18, 18%). Follow up was available for 89/98 patients (91%): 32 (36%) were dead due to disease, 36 (41%) were dead due to other causes and 21 (24%) remained alive. The median time to death was 2.1 years. TLE3 reactivity was observed in 0/37 (0%) cutaneous angiosarcomas, in 28/48 (58%) cases from soft tissue/viscera and in 4/13 (31%) post-irradiation angiosarcomas. (p = <0.0001). Improved 5-year survival was seen in vasoformative angiosarcomas (p = 0.03). TLE3 expression was not associated with taxane response. However, only a subset of patients was treated with taxane. Our study confirms the poor prognosis of angiosarcoma. Vasoformative angiosarcoma may have a more favorable prognosis. A lack of TLE3 expression in cutaneous angiosarcoma may reflect differing pathogenesis.


Asunto(s)
Antineoplásicos/administración & dosificación , Biomarcadores de Tumor/biosíntesis , Hidrocarburos Aromáticos con Puentes/administración & dosificación , Proteínas Co-Represoras/metabolismo , Hemangiosarcoma , Proteínas Nucleares/biosíntesis , Neoplasias Cutáneas , Taxoides/administración & dosificación , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Niño , Preescolar , Supervivencia sin Enfermedad , Femenino , Hemangiosarcoma/tratamiento farmacológico , Hemangiosarcoma/metabolismo , Hemangiosarcoma/mortalidad , Hemangiosarcoma/patología , Humanos , Inmunohistoquímica/métodos , Lactante , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Neoplasias Cutáneas/tratamiento farmacológico , Neoplasias Cutáneas/metabolismo , Neoplasias Cutáneas/mortalidad , Neoplasias Cutáneas/patología , Tasa de Supervivencia
10.
Breast Cancer Res ; 12(4): R47, 2010.
Artículo en Inglés | MEDLINE | ID: mdl-20615243

RESUMEN

INTRODUCTION: Patients with early-stage breast cancer, treated with endocrine therapy, have approximately 90% 5-year disease-free survival. However, for patients at higher risk of relapse despite endocrine therapy, additional adjuvant therapy, such as chemotherapy, may be indicated. The challenge is to prospectively identify such patients. The Mammostrat® test uses five immunohistochemical markers to stratify patients on tamoxifen therapy into risk groups to inform treatment decisions. We tested the efficacy of this panel in a mixed population of cases treated in a single center with breast-conserving surgery and long-term follow-up. METHODS: Tissue microarrays from a consecutive series (1981 to 1998) of 1,812 women managed by wide local excision and postoperative radiotherapy were collected following appropriate ethical review. Of 1,390 cases stained, 197 received no adjuvant hormonal or chemotherapy, 1,044 received tamoxifen only, and 149 received a combination of hormonal therapy and chemotherapy. Median age at diagnosis was 57, 71% were postmenopausal, 23.9% were node-positive and median tumor size was 1.5 cm. Samples were stained using triplicate 0.6 mm2 tissue microarray cores, and positivity for p53, HTF9C, CEACAM5, NDRG1 and SLC7A5 was assessed. Each case was assigned a Mammostrat risk score, and distant recurrence-free survival (DRFS), relapse-free survival (RFS) and overall survival (OS) were analyzed by marker positivity and risk score. RESULTS: Increased Mammostrat scores were significantly associated with reduced DRFS, RFS and OS in estrogen receptor (ER)-positive breast cancer (P < 0.00001). In multivariate analyses the risk score was independent of conventional risk factors for DRFS, RFS and OS (P < 0.05). In node-negative, tamoxifen-treated patients, 10-year recurrence rates were 7.6 ± 1.5% in the low-risk group versus 20.0 ± 4.4% in the high-risk group. Further, exploratory analyses revealed associations with outcome in both ER-negative and untreated patients. CONCLUSIONS: This is the fifth independent study providing evidence that Mammostrat can act as an independent prognostic tool for ER-positive, tamoxifen-treated breast cancer. In addition, this study revealed for the first time a possible association with outcome regardless of node status and ER-negative tumors. When viewed in the context of previous results, these data provide further support for this antibody panel as an aid to patient management in early-stage breast cancer.


Asunto(s)
Biomarcadores de Tumor/metabolismo , Neoplasias de la Mama/diagnóstico , Neoplasias de la Mama/metabolismo , Pruebas Diagnósticas de Rutina/métodos , Antineoplásicos Hormonales/uso terapéutico , Neoplasias de la Mama/tratamiento farmacológico , Antígeno Carcinoembrionario/metabolismo , Proteínas de Ciclo Celular/metabolismo , Quimioterapia Adyuvante , Supervivencia sin Enfermedad , Femenino , Proteínas Ligadas a GPI/metabolismo , Humanos , Inmunohistoquímica , Péptidos y Proteínas de Señalización Intracelular/metabolismo , Transportador de Aminoácidos Neutros Grandes 1/metabolismo , Persona de Mediana Edad , Análisis Multivariante , Recurrencia Local de Neoplasia , Pronóstico , Receptores de Estrógenos/metabolismo , Reproducibilidad de los Resultados , Medición de Riesgo/métodos , Factores de Riesgo , Sensibilidad y Especificidad , Tamoxifeno/uso terapéutico , Proteína p53 Supresora de Tumor/metabolismo
11.
BMC Cancer ; 10: 108, 2010 Mar 22.
Artículo en Inglés | MEDLINE | ID: mdl-20307320

RESUMEN

BACKGROUND: Over-expression of HER2 in a subset of breast cancers (HER2+) is associated with high histological grade and aggressive clinical course. Despite these distinctive features, the differences in response of HER2+ patients to both adjuvant cytotoxic chemotherapy and targeted therapy (e.g. trastuzumab) suggests that unrecognized biologic and clinical diversity is confounding treatment strategies. Furthermore, the small but established risk of cardiac morbidity with trastuzumab therapy compels efforts towards the identification of biomarkers that might help stratify patients. METHODS: A single institution tissue array cohort assembled at the Clearview Cancer Institute of Huntsville (CCIH) was screened by immunohistochemistry staining using a large number of novel and commercially available antibodies to identify those with a univariate association with clinical outcome in HER2+ patients. Staining with antibody directed at TRMT2A was found to be strongly associated with outcome in HER2+ patients. This association with outcome was tested in two independent validation cohorts; an existing staining dataset derived from tissue assembled at the Cleveland Clinic Foundation (CCF), and in a new retrospective study performed by staining archived paraffin blocks available at the Roswell Park Cancer Institute (RPCI). RESULTS: TRMT2A staining showed a strong correlation with likelihood of recurrence at five years in 67 HER2+ patients from the CCIH discovery cohort (HR 7.0; 95% CI 2.4 to 20.1, p < 0.0004). This association with outcome was confirmed using 75 HER2+ patients from the CCF cohort (HR 3.6; 95% CI 1.3 to 10.2, p < 0.02) and 64 patients from the RPCI cohort (HR 3.4; 95% CI 1.3-8.9, p < 0.02). In bivariable analysis the association with outcome was independent of grade, tumor size, nodal status and the administration of conventional adjuvant chemotherapy in the CCIH and RPCI cohorts. CONCLUSIONS: Studies from three independent single institution cohorts support TRMT2A protein expression as a biomarker of increased risk of recurrence in HER2+ breast cancer patients. These results suggest that TRMT2A expression should be further studied in the clinical trial setting to explore its predictive power for response to adjuvant cytotoxic chemotherapy in combination with HER2 targeted therapy.


Asunto(s)
Biomarcadores de Tumor/biosíntesis , Neoplasias de la Mama/enzimología , Recurrencia Local de Neoplasia/enzimología , Receptor ErbB-2/biosíntesis , ARNt Metiltransferasas/biosíntesis , Neoplasias de la Mama/patología , Estudios de Cohortes , Femenino , Humanos , Persona de Mediana Edad , Recurrencia Local de Neoplasia/patología , Estadificación de Neoplasias , Factores de Riesgo
12.
Blood ; 114(23): 4847-58, 2009 Nov 26.
Artículo en Inglés | MEDLINE | ID: mdl-19801443

RESUMEN

Microarray analysis with 40 000 cDNA gene chip arrays determined differential gene expression profiles (GEPs) in CD34(+) marrow cells from myelodysplastic syndrome (MDS) patients compared with healthy persons. Using focused bioinformatics analyses, we found 1175 genes significantly differentially expressed by MDS versus normal, requiring a minimum of 39 genes to separately classify these patients. Major GEP differences were demonstrated between healthy and MDS patients and between several MDS subgroups: (1) those whose disease remained stable and those who subsequently transformed (tMDS) to acute myeloid leukemia; (2) between del(5q) and other MDS patients. A 6-gene "poor risk" signature was defined, which was associated with acute myeloid leukemia transformation and provided additive prognostic information for International Prognostic Scoring System Intermediate-1 patients. Overexpression of genes generating ribosomal proteins and for other signaling pathways was demonstrated in the tMDS patients. Comparison of del(5q) with the remaining MDS patients showed 1924 differentially expressed genes, with underexpression of 1014 genes, 11 of which were within the 5q31-32 commonly deleted region. These data demonstrated (1) GEPs distinguishing MDS patients from healthy and between those with differing clinical outcomes (tMDS vs those whose disease remained stable) and cytogenetics [eg, del(5q)]; and (2) molecular criteria refining prognostic categorization and associated biologic processes in MDS.


Asunto(s)
Perfilación de la Expresión Génica , Síndromes Mielodisplásicos/genética , Anciano , Anciano de 80 o más Años , Antígenos CD34/análisis , Células de la Médula Ósea/metabolismo , Deleción Cromosómica , Cromosomas Humanos Par 5/genética , Cromosomas Humanos Par 5/ultraestructura , Análisis por Conglomerados , ADN Complementario/genética , Progresión de la Enfermedad , Femenino , Humanos , Estimación de Kaplan-Meier , Leucemia Mieloide/epidemiología , Leucemia Mieloide/genética , Masculino , Redes y Vías Metabólicas/genética , Persona de Mediana Edad , Síndromes Mielodisplásicos/clasificación , Síndromes Mielodisplásicos/metabolismo , Análisis de Secuencia por Matrices de Oligonucleótidos , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Riesgo , Transducción de Señal/genética
13.
Mod Pathol ; 22(8): 1032-43, 2009 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-19430419

RESUMEN

Malignant epithelial lung carcinoma can be subclassified by histology into several tumor types, including adenocarcinoma and squamous cell carcinoma. The need for a uniform method of classifying lung carcinomas is growing as clinical trials reveal treatment and side effect differences associated with histological subtypes. Diagnosis is primarily performed by morphological assessment. However, the increased use of needle biopsy has diminished the amount of tissue available for interpretation. These changes in how lung carcinomas are diagnosed and treated suggest that the development of improved molecular-based classification tools could improve patient management. We used a 551-patient surgical specimen lung carcinoma retrospective cohort from a regional hospital to assess the association of a large number of proteins with histological type by immunohistochemistry. Five of these antibodies, targeting the proteins TRIM29, CEACAM5, SLC7A5, MUC1, and CK5/6, were combined into one test using a weighted algorithm trained to discriminate adenocarcinoma from squamous cell carcinoma. Antibody-based classification on 600 muM tissue array cores with the five-antibody test was compared to standard histological evaluation on surgical specimens in three independent lung carcinoma cohorts (combined population of 1111 patients). In addition, the five-antibody test was tested against the two-marker panel thyroid transcription factor-1 (TTF-1) and TP63. Both the five-antibody test and TTF-1/TP63 panel had similarly low misclassification rates on the validation cohorts compared to morphological-based diagnosis (4.1 vs 3.5%). However the percentage of patients remaining unclassifiable by TTF-1/TP63 (22%, 95% CI: 20-25%) was twice that of the five-antibody test (11%, 95% CI: 8-13%). The results of this study suggest the five-antibody test may have an immediate function in the clinic for helping pathologists distinguish lung carcinoma histological types. The results also suggest that if validated in prospectively defined clinical trials this classifier might identify candidates for targeted therapy that are overlooked with current diagnostic approaches.


Asunto(s)
Adenocarcinoma/clasificación , Biomarcadores de Tumor/análisis , Carcinoma de Células Escamosas/clasificación , Inmunohistoquímica/métodos , Neoplasias Pulmonares/clasificación , Adenocarcinoma/patología , Anciano , Algoritmos , Antígeno Carcinoembrionario/biosíntesis , Carcinoma de Células Escamosas/patología , Proteínas de Unión al ADN/biosíntesis , Femenino , Proteínas Ligadas a GPI , Humanos , Queratina-5/biosíntesis , Queratina-6/biosíntesis , Transportador de Aminoácidos Neutros Grandes 1/biosíntesis , Neoplasias Pulmonares/patología , Masculino , Persona de Mediana Edad , Mucina-1/biosíntesis , Estadificación de Neoplasias , Análisis de Matrices Tisulares , Transactivadores/biosíntesis , Factores de Transcripción/biosíntesis , Proteínas Supresoras de Tumor/biosíntesis
14.
Breast Cancer Res ; 11(2): R17, 2009.
Artículo en Inglés | MEDLINE | ID: mdl-19309506

RESUMEN

INTRODUCTION: The addition of taxanes (Ts) to chemotherapeutic regimens has not demonstrated a consistent benefit in early-stage breast cancer. To date, no clinically relevant biomarkers that predict T response have been identified. METHODS: A dataset of immunohistochemistry stains in 411 patients was mined to identify potential markers of response. TLE3 emerged as a candidate marker for T response. To test the association with T sensitivity, an independent 'triple-negative' (TN) validation cohort was stained with anti-TLE3 antibody. RESULTS: TLE3 staining was associated with improved 5-year disease-free interval (DFI) in the overall cohort (n = 441, P < 0.004), in patients treated with cyclophosphamide (C), methotrexate, and 5-fluorouracil (n = 72, P < 0.02), and in those treated with regimens containing doxorubicin (A) and a T (n = 65, P < 0.04). However, no association was shown with outcome in untreated patients (n = 203, P = 0.49) or those treated with a regimen containing A only (n = 66, P = 0.97). In the TN cohort, TLE3 staining was significantly associated with improved 5-year DFI in all patients (n = 81, P < 0.015), in patients treated with AC + T (n = 45, P < 0.02), but not in patients treated with AC (n = 17, P = 0.81). TLE3 was independent of tumor size, nodal status, and grade by bivariable analysis in both cohorts. CONCLUSION: TLE3 staining is associated with improved DFI in T-treated patients in two independent cohorts. Since the validation study was performed in a TN cohort, TLE3 is not serving as a surrogate for estrogen receptor or HER2 expression. TLE3 should be studied in large clinical trial cohorts to establish its role in T chemotherapy selection.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Biomarcadores de Tumor/metabolismo , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/metabolismo , Proteínas Nucleares/metabolismo , Proteínas Represoras/metabolismo , Neoplasias de la Mama/patología , Estudios de Cohortes , Ciclofosfamida/administración & dosificación , Femenino , Fluorouracilo/administración & dosificación , Humanos , Técnicas para Inmunoenzimas , Metotrexato/administración & dosificación , Persona de Mediana Edad , Pronóstico , Receptor ErbB-2/metabolismo , Receptores de Estrógenos/metabolismo , Receptores de Progesterona/metabolismo , Análisis de Matrices Tisulares
15.
J Exp Med ; 206(2): 275-85, 2009 Feb 16.
Artículo en Inglés | MEDLINE | ID: mdl-19171767

RESUMEN

CD4(+) recent thymic emigrants (RTEs) comprise a clinically and immunologically important T cell population that indicates thymic output and that is essential for maintaining a diverse alphabeta-T cell receptor (TCR) repertoire of the naive CD4(+) T cell compartment. However, their frequency and function are poorly understood because no known surface markers distinguish them from older non-RTE naive CD4(+) T cells. We demonstrate that protein tyrosine kinase 7 (PTK7) is a novel marker for human CD4(+) RTEs. Consistent with their recent thymic origin, human PTK7(+) RTEs contained higher levels of signal joint TCR gene excision circles and were more responsive to interleukin (IL)-7 compared with PTK7(-) naive CD4(+) T cells, and rapidly decreased after complete thymectomy. Importantly, CD4(+) RTEs proliferated less and produced less IL-2 and interferon-gamma than PTK7(-) naive CD4(+) T cells after alphabeta-TCR/CD3 and CD28 engagement. This immaturity in CD4(+) RTE effector function may contribute to the reduced CD4(+) T cell immunity observed in contexts in which CD4(+) RTEs predominate, such as in the fetus and neonate or after immune reconstitution. The ability to identify viable CD4(+) RTEs by PTK7 staining should be useful for monitoring thymic output in both healthy individuals and in patients with genetic or acquired CD4(+) T cell immunodeficiencies.


Asunto(s)
Linfocitos T CD4-Positivos/inmunología , Moléculas de Adhesión Celular/metabolismo , Movimiento Celular/inmunología , Inmunidad Celular/inmunología , Proteínas Tirosina Quinasas Receptoras/metabolismo , Timo/inmunología , Factores de Edad , Animales , Biomarcadores , Linfocitos T CD4-Positivos/metabolismo , Células CHO , Cricetinae , Cricetulus , Cartilla de ADN/genética , Citometría de Flujo , Humanos , Inmunofenotipificación , Timo/citología
16.
Clin Cancer Res ; 14(20): 6602-9, 2008 Oct 15.
Artículo en Inglés | MEDLINE | ID: mdl-18927301

RESUMEN

PURPOSE: To test the association between risk stratification and outcome in a prospectively designed, blinded retrospective study using tissue arrays of available paraffin blocks from the estrogen receptor-expressing, node-negative samples from the National Surgical Adjuvant Breast and Bowel Project B14 and B20 tamoxifen and chemotherapy trials. EXPERIMENTAL DESIGN: Tissue arrays were stained by immunohistochemistry targeting p53, NDRG1, SLC7A5, CEACAM5, and HTF9C. Risk stratification was done using predefined scoring rules, algorithm for combining scores, and cutoff points for low-risk, moderate-risk, and high-risk patient strata. RESULTS: In a univariate Cox model, this test was significantly associated with recurrence-free interval [HR, 1.3 (95% confidence interval, 1.1-1.6); P = 0.006]. In a multivariate model it contributed information independent of age, tumor size, and menopausal status (P = 0.007). The Kaplan-Meier estimates of the proportion of recurrence-free after 10 years were 73%, 86%, and 85% for the high-risk, moderate-risk, and low-risk groups (P = 0.001). The Kaplan-Meier estimates of the breast-cancer-specific-death rate were 23%, 10%, and 9% (P < 0.0001). Exploratory analysis in patients >/=60 years old showed Kaplan-Meier estimates of the proportion of recurrence-free of 78%, 89%, and 92%. Both high-risk and low-risk groups showed significant improvement on treatment with cytotoxic chemotherapy. CONCLUSIONS: Immunohistochemistry using five monoclonal antibodies assigns breast cancer patients to a risk index that was significantly associated with clinical outcome among the estrogen receptor-expressing, node-negative tamoxifen-treated patients. It seems that the test may be able to identify patients who have greater absolute benefit from adjuvant chemotherapy compared with unstratified patient populations. Exploratory analysis suggests that this test will be most useful in clinical decision making for postmenopausal patients.


Asunto(s)
Anticuerpos Monoclonales , Antineoplásicos Hormonales/uso terapéutico , Neoplasias de la Mama/diagnóstico , Neoplasias de la Mama/tratamiento farmacológico , Resistencia a Antineoplásicos , Tamoxifeno/uso terapéutico , Anciano , Algoritmos , Biomarcadores de Tumor/inmunología , Biomarcadores de Tumor/metabolismo , Neoplasias de la Mama/inmunología , Antígeno Carcinoembrionario/inmunología , Antígeno Carcinoembrionario/metabolismo , Proteínas de Ciclo Celular/inmunología , Proteínas de Ciclo Celular/metabolismo , Quimioterapia Adyuvante , Estudios de Cohortes , Femenino , Estudios de Seguimiento , Proteínas Ligadas a GPI , Humanos , Técnicas para Inmunoenzimas , Péptidos y Proteínas de Señalización Intracelular/inmunología , Péptidos y Proteínas de Señalización Intracelular/metabolismo , Transportador de Aminoácidos Neutros Grandes 1/inmunología , Transportador de Aminoácidos Neutros Grandes 1/metabolismo , Persona de Mediana Edad , Placebos , Pronóstico , Estudios Prospectivos , Receptores de Estrógenos/metabolismo , Receptores de Progesterona/metabolismo , Estudios Retrospectivos , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Medición de Riesgo , Método Simple Ciego , Tasa de Supervivencia , Análisis de Matrices Tisulares , Proteína p53 Supresora de Tumor/inmunología , Proteína p53 Supresora de Tumor/metabolismo
17.
Methods Enzymol ; 439: 53-72, 2008.
Artículo en Inglés | MEDLINE | ID: mdl-18374156

RESUMEN

The Ras-related, estrogen-regulated growth inhibitor (Rerg) is a Ras-related small GTPase and candidate tumor suppressor. Rerg gene expression is stimulated by the estrogen receptor alpha (ERalpha), and Rerg gene expression is absent in ER-negative breast cancers. ER-negative breast cancers are highly invasive and metastastic and are typically more advanced than their ER-positive counterparts. Like Ras, Rerg binds and hydrolyzes GTP, but unlike Ras, Rerg has been shown to possess growth inhibitory activity in breast cancer cells. The precise role that Rerg loss plays in breast cancer growth and the mechanisms by which it does so are unknown. This chapter describes tools used to detect and manipulate the expression of Rerg in breast cancer cells. We validate use of an antibody to detect Rerg expression. We describe the generation of expression vectors that encode wild-type and mutants of Rerg that are altered in GDP/GTP regulation. We also describe the development of an inducible Rerg expression system and of a retrovirus-based RNA interference approach to repress Rerg expression. These tools will be invaluable in evaluating the biological function of Rerg in breast cancer.


Asunto(s)
Neoplasias de la Mama/fisiopatología , GTP Fosfohidrolasas/fisiología , Inhibidores de Crecimiento/fisiología , Proteínas de Unión al GTP Monoméricas/fisiología , Anticuerpos , Femenino , GTP Fosfohidrolasas/genética , GTP Fosfohidrolasas/inmunología , Vectores Genéticos , Humanos , Interferencia de ARN , Receptores de Estrógenos/fisiología , Retroviridae/genética , Tamoxifeno/farmacología
18.
BMC Genomics ; 9: 74, 2008 Feb 08.
Artículo en Inglés | MEDLINE | ID: mdl-18261237

RESUMEN

BACKGROUND: The NCI has undertaken a twenty-year project to characterize compound sensitivity patterns in a selected set of sixty tumor derived cell lines. Previous studies have explored the relationship between compound sensitivity patterns to gene expression, protein expression, and DNA copy number for these same cell lines. A strong correlation between the pattern of expression of a biomarker and sensitivity to a compound could suggest a clinically interesting biological relationship between the two. RESULTS: We isolated RNA's and measured expression of 40000 genes using cDNA microarrays from the fifty-nine publicly available cell lines. Analysis of this data set in comparison with published gene expression data sets demonstrates a high degree of reproducibility in expression level measurements even using completely independent RNA preparations and array technologies. Using the fifty-nine cell lines for discovery and an additional seven cell lines for which extensive compound sensitivity data were available as a test set, we determined that gene-compound pairs with a correlation coefficient above 0.6 had a false discovery rate of approximately 5%. Large scale features of the gene expression and chemosensitivity data, such as tissue of origin and other physiological factors, did not seem to explain the majority of correlations between gene and compound patterns. CONCLUSION: A comparison of gene expression and compound sensitivity in panels of cell lines was demonstrated to have a relatively high validation and low false discovery rate supporting the use of this approach and datasets for identifying candidate biomarkers and targeted biologically active compounds.


Asunto(s)
Antineoplásicos/farmacología , Perfilación de la Expresión Génica , Línea Celular Tumoral , Supervivencia Celular/efectos de los fármacos , Supervivencia Celular/genética , Ensayos de Selección de Medicamentos Antitumorales/métodos , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Humanos , Análisis de Secuencia por Matrices de Oligonucleótidos/métodos , Reproducibilidad de los Resultados
19.
Am J Surg Pathol ; 32(2): 210-8, 2008 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-18223323

RESUMEN

Gastrointestinal stromal tumors (GIST) occur primarily in the wall of the intestine and are characterized by activating mutations in the receptor tyrosine kinases genes KIT or PDGFRA. The diagnosis of GIST relies heavily on the demonstration of KIT/CD117 protein expression by immunohistochemistry. However, KIT expression is absent in approximately 4% to 15% of GIST and this can complicate the diagnosis of GIST in patients who may benefit from treatment with receptor tyrosine kinase inhibitors. We previously identified DOG1/TMEM16A as a novel marker for GIST using a conventional rabbit antipeptide antiserum and an in situ hybridization probe. Here, we describe 2 new monoclonal antibodies against DOG1 (DOG1.1 and DOG1.3) and compare their staining profiles with KIT and CD34 antibodies on 447 cases of GIST. These included 306 cases with known mutational status for KIT and PDGFRA from a molecular consultation service. In addition, 935 other mesenchymal tumors and 432 nonsarcomatous tumors were studied. Both DOG1 antibodies showed high sensitivity and specificity for GIST, with DOG1.1 showing some advantages. This antibody yielded positive staining in 370 of 425 (87%) scorable GIST, whereas CD117 was positive in 317 of 428 (74%) GIST and CD34 in 254 of 430 (59%) GIST. In GIST with mutations in PDGFRA, 79% (23/29) showed DOG1.1 immunoreactivity while only 9% (3/32) and 27% (9/33) stained for CD117 and CD34, respectively. Only 1 of 326 (0.3%) leiomyosarcomas and 1 of 39 (2.5%) synovial sarcomas among the 935 soft tissue tumors examined showed positive immunostaining for DOG1.1. In addition, DOG1.1 immunoreactivity was seen in fewer cases of carcinoma, melanoma, and seminoma as compared with KIT.


Asunto(s)
Anticuerpos Monoclonales/inmunología , Biomarcadores de Tumor/inmunología , Tumores del Estroma Gastrointestinal/inmunología , Proteínas de la Membrana/inmunología , Proteínas de Neoplasias/inmunología , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Anoctamina-1 , Antígenos CD34/inmunología , Niño , Preescolar , Canales de Cloruro , Femenino , Técnica del Anticuerpo Fluorescente Directa , Tumores del Estroma Gastrointestinal/diagnóstico , Humanos , Hibridación in Situ , Masculino , Persona de Mediana Edad , Mutación , Proteínas Proto-Oncogénicas c-kit/inmunología , Receptor alfa de Factor de Crecimiento Derivado de Plaquetas/genética , Sensibilidad y Especificidad
20.
Mod Pathol ; 20(1): 76-83, 2007 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-17170744

RESUMEN

Hepatocellular carcinoma is a highly lethal cancer that typically has poor prognosis. Prognostic markers can help in its clinical management and in understanding the biology of poor prognosis. Through an earlier gene expression study, we identified N-Myc downregulated gene 1 (NDRG1) to be significantly highly expressed in hepatocellular carcinoma compared to nontumor liver. As NDRG1 is a differentiation-related gene with putative metastasis suppressor activity, we investigated the clinical significance of its overexpression. Quantitative real-time polymerase chain reaction using an independent set of patient samples confirmed the significant overexpression of NDRG1 in hepatocellular carcinoma compared to nontumor liver samples (P<0.001). Additionally, high levels of NDRG1 transcript correlated with shorter overall survival (P<0.001), late tumor stage (P=0.001), vascular invasion (P=0.003), large tumor size (P=0.011), and high Edmondson-Steiner histological grade (P=0.005). Using immunohistochemistry, NDRG1 protein was found to be significantly overexpressed in hepatocellular carcinoma samples compared to nontumor liver or cirrhotic and benign liver lesions (P<0.001). Among the hepatocellular carcinoma samples, those which are moderately and poorly differentiated express higher levels of NDRG1 protein than those which are well-differentiated (P<0.005). Additionally, hepatocellular carcinomas with vascular invasion also express elevated levels of NDRG1 protein compared to those without vascular invasion (significant at P<0.005). Our results suggest NDRG1 to be a likely tumor marker for hepatocellular carcinoma, the overexpression of which is correlated with tumor differentiation, vascular invasion, and overall survival. Its significantly elevated expression in hepatocellular carcinoma could be a useful indicator of tumor aggressiveness and therefore patient prognosis.


Asunto(s)
Biomarcadores de Tumor/análisis , Carcinoma Hepatocelular/patología , Proteínas de Ciclo Celular/análisis , Regulación Neoplásica de la Expresión Génica , Péptidos y Proteínas de Señalización Intracelular/análisis , Neoplasias Hepáticas/patología , Biomarcadores de Tumor/genética , Carcinoma Hepatocelular/química , Carcinoma Hepatocelular/mortalidad , Proteínas de Ciclo Celular/genética , Diferenciación Celular , Estudios de Cohortes , Estudios de Seguimiento , Perfilación de la Expresión Génica , Humanos , Inmunohistoquímica , Péptidos y Proteínas de Señalización Intracelular/genética , Estimación de Kaplan-Meier , Neoplasias Hepáticas/química , Neoplasias Hepáticas/mortalidad , Invasividad Neoplásica , Estadificación de Neoplasias , Análisis de Secuencia por Matrices de Oligonucleótidos , Reacción en Cadena de la Polimerasa , Pronóstico , Modelos de Riesgos Proporcionales , ARN Mensajero/análisis , Reproducibilidad de los Resultados , Factores de Tiempo , Análisis de Matrices Tisulares , Regulación hacia Arriba
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