A Prognostic Immune Risk Score For Diffuse Large B-Cell Lymphoma
BRITISH JOURNAL OF HAEMATOLOGY(2021)
摘要
We constructed a prognostic score for persons with diffuse large B-cell lymphoma (DLBCL) based on infiltrating immune cells. Data of 956 consecutive subjects were retrieved from the Gene Expression Omnibus database and assigned to training (, n = 305) or validation ( n = 206 and n = 445 combined) cohorts. Proportions of non-lymphoma cells in the sample were inferred using the ESTIMATE algorithm. An immune risk score was constructed comprised of eight types of non-lymphoma immune cells calculated using the CIBERSORT algorithm. Five-year survival of subjects with an immune risk score <= 0 center dot 45 in the training cohort was better than that of subjects with a score > 0 center dot 45 (hazard ratio [HR] = 3 center dot 99; 95% confidence interval [CI] = 2 center dot 74, 5 center dot 82; P < 0 center dot 001). HR in the validation cohort was HR = 2 center dot 17 (1 center dot 47, 3 center dot 21; P < 0 center dot 001). Enrichment analyses indicated correlations with genes controlling immune-related biological processes and pathways. A nomogram comprised of the immune risk score and most covariates including age, lactate dehydrogenase concentration (LDH), lymphoma-type (germinal centre B cell [GCB] versus non-GCB), Eastern Cooperative Oncology Group performance status (ECOG-PS) and rituximab therapy had a C-statistic of 0 center dot 76 compared with C-statistics of 0 center dot 69 and 0 center dot 69 for the International Prognostic Index (IPI) and Revised International Prognostic Index (R-IPI). These data indicate the immune risk score is an accurate, independent survival predictor in persons with DLBCL.
更多查看译文
关键词
diffuse large B‐, cell lymphoma, gene expression, immune risk score, micro‐, environment, prognosis
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要