Interactions of Age and Blood Immune Factors and Noninvasive Prediction of Glioma Survival

被引:13
作者
Molinaro, Annette M. [1 ,2 ]
Wiencke, John K. [1 ]
Warrier, Gayathri [1 ]
Koestler, Devin C. [3 ]
Chunduru, Pranathi [1 ]
Lee, Ji Yoon [1 ]
Hansen, Helen M. [1 ]
Lee, Sean [1 ]
Anguiano, Joaquin [1 ]
Rice, Terri [1 ]
Bracci, Paige M. [2 ]
McCoy, Lucie [1 ]
Salas, Lucas A. [4 ]
Christensen, Brock C. [4 ,5 ,6 ]
Wrensch, Margaret [1 ]
Kelsey, Karl T. [7 ,8 ]
Taylor, Jennie W. [1 ,9 ]
Clarke, Jennifer L. [1 ,9 ]
机构
[1] Univ Calif San Francisco, Dept Neurol Surg, 1450 3rd St, San Francisco, CA 94158 USA
[2] Univ Calif San Francisco, Dept Epidemiol & Biostat, San Francisco, CA 94158 USA
[3] Univ Kansas, Med Ctr, Dept Biostat & Data Sci, Kansas City, KS 66103 USA
[4] Dartmouth Coll, Geisel Sch Med, Dept Epidemiol, 1 Med Ctr Dr, Lebanon, NH 03756 USA
[5] Dartmouth Coll, Geisel Sch Med, Dept Mol & Syst Biol, 1 Med Ctr Dr, Lebanon, NH 03756 USA
[6] Dartmouth Coll, Geisel Sch Med, Dept Community & Family Med, 1 Med Ctr Dr, Lebanon, NH 03756 USA
[7] Brown Univ, Dept Epidemiol, Providence, RI 02912 USA
[8] Brown Univ, Dept Pathol & Lab Med, Providence, RI 02912 USA
[9] Univ Calif San Francisco, Dept Neurol, San Francisco, CA 94158 USA
来源
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE | 2022年 / 114卷 / 03期
基金
美国国家卫生研究院;
关键词
RECURSIVE PARTITIONING ANALYSIS; CENTRAL-NERVOUS-SYSTEM; DNA METHYLATION; DELETION/SUBSTITUTION/ADDITION ALGORITHM; RADIATION; CLASSIFICATION; TUMORS; RATIO; RISK;
D O I
10.1093/jnci/djab195
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Tumor-based classification of human glioma portends patient prognosis, but considerable unexplained survival variability remains. Host factors (eg, age) also strongly influence survival times, partly reflecting a compromised immune system. How blood epigenetic measures of immune characteristics and age augment molecular classifications in glioma survival has not been investigated. We assess the prognostic impact of immune cell fractions and epigenetic age in archived blood across glioma molecular subtypes for the first time. Methods We evaluated immune cell fractions and epigenetic age in archived blood from the University of California San Francisco Adult Glioma Study, which included a training set of 197 patients with IDH-wild type, 1p19q intact, TERT wild type (IDH/1p19q/TERT-WT) glioma, an evaluation set of 350 patients with other subtypes of glioma, and 454 patients without glioma. Results IDH/1p19q/TERT-WT patients had lower lymphocyte fractions (CD4(+) T, CD8(+) T, natural killer, and B cells) and higher neutrophil fractions than people without glioma. Recursive partitioning analysis delineated 4 statistically significantly different survival groups for patients with IDH/1p19q/TERT-WT based on an interaction between chronological age and 2 blood immune factors, CD4(+) T cells, and neutrophils. Median overall survival ranged from 0.76 years (95% confidence interval = 0.55-0.99) for the worst survival group (n = 28) to 9.72 years (95% confidence interval = 6.18 to not available) for the best (n = 33). The recursive partitioning analysis also statistically significantly delineated 4 risk groups in patients with other glioma subtypes. Conclusions The delineation of different survival groups in the training and evaluation sets based on an interaction between chronological age and blood immune characteristics suggests that common host immune factors among different glioma types may affect survival. The ability of DNA methylation-based markers of immune status to capture diverse, clinically relevant information may facilitate noninvasive, personalized patient evaluation in the neuro-oncology clinic.
引用
收藏
页码:446 / 457
页数:12
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