5-Hydroxymethylcytosines in circulating cell-free DNA reveal a diagnostic biomarker for glioma

被引:3
|
作者
Zhang, Chunyu [1 ,2 ]
Zhou, Wei [3 ]
Tan, Yinqiu [4 ]
Tian, Daofeng [5 ]
Zhong, Chunlong [1 ]
机构
[1] Tongji Univ, Shanghai East Hosp, Sch Med, Dept Neurosurgery, Shanghai 200120, Peoples R China
[2] Huzhou Cent Hosp, Dept Neurosurg, Huzhou 313099, Zhejiang, Peoples R China
[3] Huzhou Cent Hosp, Dept Anesthesiol, Huzhou 313099, Zhejiang, Peoples R China
[4] Huazhong Univ Sci & Technol, Union Hosp, Dept Neurosurg, Tongji Med Coll, Wuhan 430060, Hubei, Peoples R China
[5] Wuhan Univ, Renmin Hosp, Dept Neurosurg, Wuhan 430060, Hubei, Peoples R China
关键词
Diagnostic biomarker; cfDNA; 5 hm C; Glioma; LASSO; SIGNATURES; MRI;
D O I
10.1016/j.heliyon.2022.e11022
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Gliomas typically have unfavorable prognosis, due to late detection and interventions. However, effective biomarkers for early glioma diagnosis based on 5-hydroxymethylcytosines (5 hm C) in circulating cell-free DNA (cfDNA) are not currently available. 5 hm C profiles in GSE132118 set were subjected for establishment of diagnostic model using the LASSO (least absolute shrinkage and selection operator) algorithm. The 5 hm C-based models demonstrated great potency in differentiating healthy subjects from gliomas, with area under the curves (AUCs) > 0.91 in the training and validation sets. Moreover, the indicator performed well in combination with clinicopathological characteristics to differentiate glioblastomas (GBMs) from lower grade glioma (LGGs). Enrichment analysis on 5 hm C profiles displayed great correlation with glioma pathophysiology. The 5 hm C-derived biomarker might act as an effective and non-invasive measure in glioma screening.
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页数:8
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