RESUMEN
PURPOSE: Prediction models for acute myeloid leukemia (AML) are useful, but have considerable inaccuracy and imprecision. No current model includes covariates related to immune cells in the AML microenvironment. Here, an immune risk score was explored to predict the survival of patients with AML. EXPERIMENTAL DESIGN: We evaluated the predictive accuracy of several in silico algorithms for immune composition in AML based on a reference of multi-parameter flow cytometry. CIBERSORTx was chosen to enumerate immune cells from public datasets and develop an immune risk score for survival in a training cohort using least absolute shrinkage and selection operator Cox regression model. RESULTS: Six flow cytometry-validated immune cell features were informative. The model had high predictive accuracy in the training and four external validation cohorts. Subjects in the training cohort with low scores had prolonged survival compared with subjects with high scores, with 5-year survival rates of 46% versus 19% (P < 0.001). Parallel survival rates in validation cohorts-1, -2, -3, and -4 were 46% versus 6% (P < 0.001), 44% versus 18% (P = 0.041), 44% versus 24% (P = 0.004), and 62% versus 32% (P < 0.001). Gene set enrichment analysis indicated significant enrichment of immune relation pathways in the low-score cohort. In multivariable analyses, high-risk score independently predicted shorter survival with HRs of 1.45 (P = 0.005), 2.12 (P = 0.004), 2.02 (P = 0.034), 1.66 (P = 0.019), and 1.59 (P = 0.001) in the training and validation cohorts, respectively. CONCLUSIONS: Our immune risk score complements current AML prediction models.
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Leucemia Mieloide Aguda/mortalidad , Microambiente Tumoral/inmunología , Conjuntos de Datos como Asunto , Femenino , Citometría de Flujo , Regulación Leucémica de la Expresión Génica/inmunología , Humanos , Leucemia Mieloide Aguda/tratamiento farmacológico , Leucemia Mieloide Aguda/genética , Leucemia Mieloide Aguda/inmunología , Masculino , Persona de Mediana Edad , Valor Predictivo de las Pruebas , Pronóstico , RNA-Seq , Curva ROC , Medición de Riesgo/métodos , Factores de Riesgo , Tasa de Supervivencia , Linfocitos T/inmunología , Microambiente Tumoral/genéticaRESUMEN
PURPOSE: Lymphoblastic lymphoma (LBL) is an invasive neoplasm of precursor T-cell or B-cell lineage. A broadly accepted standard treatment for adult LBL has not yet been defined. MATERIALS AND METHODS: To address this issue, we compared two chemotherapy regimens: a modified non-Hodgkin lymphoma Berlin-Frankfurt-Münster-95 (NHL-BFM-95) regimen and HyperCVAD/MA. This retrospective study consecutively enrolled 207 adult LBL patients at two hospitals from 2000 to 2018. Univariate and multivariate analysis were used to assess prognostic factors. RESULTS: In the present study, most clinical characteristics were similar between the two treatment groups except for age and lactate dehydrogenase (LDH) level. Patients treated with modified NHL-BFM-95 regimen tended to be younger and with elevated LDH level. The modified NHL-BFM- 95 regimen produced better treatment outcomes than those with HyperCVAD/MA in patients with T-LBL or patients < 40 years. Treatment with HyperCVAD/MA, high Eastern Cooperative Oncology Group scores, and bone marrow involvement were independent risk factors in T-LBL. No patients interrupted treatment for severe adverse events. CONCLUSION: The results suggested that the modified regimen is well-tolerated and can produce the promising outcomes in patients with T-LBL or patients < 40 years.
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Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Linfoma no Hodgkin/tratamiento farmacológico , Adulto , Femenino , Humanos , Masculino , Estudios Retrospectivos , Resultado del TratamientoRESUMEN
Optimal chemotherapy regimen for Extranodal natural killer/T-cell lymphoma (ENKTL) has not yet been defined. We retrospectively compared the outcome of 93 patients newly diagnosed with stage IE to IIE ENKTL who received gemcitabine, oxaliplatin and L-asparaginase (GELOX) (n = 40) or etoposide, vincristine, doxorubicin, cyclophosphamide and prednisone (EPOCH) (n = 53) as induction chemotherapy. After induction chemotherapy, the complete response (CR) rate and overall response rate (ORR) for the GELOX group were higher than those for the EPOCH group (70.0% vs. 41.5%, p = 0.007 for CR; 87.5% vs. 67.9%, p = 0.047 for ORR). The GELOX regimen resulted in significantly superior 5-year progression-free survival (PFS) (79.0% vs. 46.5%, p = 0.005) and overall survival (OS) rates (78.9% vs. 50.4%, p = 0.003). Toxicity of both regimens was acceptable. The GELOX regimen produces a better long outcome with less toxicity than the EPOCH regimen for patients with early stage ENKTL.
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Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Linfoma Extranodal de Células NK-T/tratamiento farmacológico , Adolescente , Adulto , Anciano , Asparaginasa/administración & dosificación , Ciclofosfamida/administración & dosificación , Desoxicitidina/administración & dosificación , Desoxicitidina/análogos & derivados , Doxorrubicina/administración & dosificación , Etopósido/administración & dosificación , Femenino , Humanos , Quimioterapia de Inducción/métodos , Estimación de Kaplan-Meier , Linfoma Extranodal de Células NK-T/patología , Masculino , Persona de Mediana Edad , Estadificación de Neoplasias , Compuestos Organoplatinos/administración & dosificación , Oxaliplatino , Prednisona/administración & dosificación , Inducción de Remisión , Estudios Retrospectivos , Resultado del Tratamiento , Vincristina/administración & dosificación , Adulto Joven , GemcitabinaRESUMEN
BACKGROUND: Stage III colon cancer patients demonstrate diverse clinical outcomes. The aim of this study was to develop a prognostic model in order to better predict their survival. MATERIALS AND METHODS: From 2004 to 2010, 548 patients were retrospectively analyzed, among whom 328 were defined as the study group and the remaining 220 served as a validation group. Clinico-pathologic features, including age, gender, histological grade, T stage, number of positive lymph nodes, number of harvest lymph nodes, pretreatment carcinoembryonic antigen (CEA) levels and pretreatment neutrophil lymphocyte ratio (NLR), were collected. Kaplan-Meier survival curves were used to detect prognostic factors and multivariate analysis was applied to identify independent examples on which to develop a prognostic model. Finally, the model was further validated with the validation group. RESULTS: Histological grade (p=0.002), T stage (p=0.011), number of positive lymph nodes (p=0.003), number of harvested lymph nodes (p=0.020), CEA (p=0.005), and NLR (p<0.001) were found as prognostic factors while histological grade [RR(relative risk):0.632, 95%CI (Confidence interval) 0.405~0.985, p=0.043], CEA (RR:0.644, 95%CI:0.431~0.964, p=0.033) and NLR (RR:0.384, 95%CI:0.255~0.580, p<0.001) levels were independent. The prognostic model based on these three factors was able to classify patients into high risk, intermediate and low risk groups (p<0.001), both in study and validation groups. CONCLUSIONS: Histological grade, pretreatment CEA and NLR levels are independent prognostic factors in stage III colon cancer patients. A prognostic model based on these factors merits attention in future clinical practice.
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Adenocarcinoma Mucinoso/mortalidad , Biomarcadores de Tumor/análisis , Antígeno Carcinoembrionario/metabolismo , Neoplasias del Colon/mortalidad , Ganglios Linfáticos/patología , Linfocitos/patología , Neutrófilos/patología , Adenocarcinoma Mucinoso/metabolismo , Adenocarcinoma Mucinoso/patología , Adulto , Anciano , Anciano de 80 o más Años , Neoplasias del Colon/metabolismo , Neoplasias del Colon/patología , Femenino , Estudios de Seguimiento , Humanos , Ganglios Linfáticos/metabolismo , Masculino , Persona de Mediana Edad , Análisis Multivariante , Clasificación del Tumor , Estadificación de Neoplasias , Cuidados Preoperatorios , Pronóstico , Estudios Retrospectivos , Tasa de Supervivencia , Adulto JovenRESUMEN
Patients with stage IE/IIE natural killer T (NK/T) cell lymphomas have discrepant survival outcome. This study aims to establish a prognostic model based on the pretreatment platelet lymphocyte ratio (PLR) specifically for localized extranodal NK/T cell lymphoma to guide the therapy. We retrospectively analyzed the data of 252 patients with early-stage upper aerodigestive tract NK/T cell lymphoma. The 5-year overall survival rate in 252 patients was 67.1%. Prognostic factors for survival were female (P = 0.025; relative risk, 0.51; 95% CI 0.28-0.92), older age (P = 0.000; relative risk, 3.34; 95% CI 1.94-5.75), stage II(P = 0.020; relative risk, 1.79; 95% CI 1.10-2.91), lactate dehydrogenase (LDH) level (P = 0.009; relative risk, 2.00; 95% CI 1.19-3.35), and PLR (P = 0.020; relative risk, 1.77; 95% CI 1.10-2.87). Based on these five parameters, we identified three different risk groups: group 1(106 cases, 43.4%), no or one adverse factor; group 2(85 cases, 34.8%), two factors; group 3(53 cases, 21.7%), three to five factors. Five-year overall survival was 83.3% for group 1, 62.2% for group 2, and 43.1% for group 3 (P = 0.000). Compared with International Prognostic Index and Korean Prognostic Index, the new model has a better prognostic discrimination for the patients of stage IE/IIE upper aerodigestive tract NK/T cell lymphoma. The PLR-based prognosis model is useful to stratify patients with localized extranodal NK/T cell lymphoma into different risk groups and guide the treatment modalities selection.