Exploring serum glycome patterns after moderate to severe traumatic brain injury: A prospective pilot study

被引:16
|
作者
Mondello, Stefania [1 ]
Sandner, Viktor [2 ]
Goli, Mona [3 ]
Czeiter, Endre [4 ,5 ,6 ]
Amrein, Krisztina [4 ,5 ,6 ]
Kochanek, Patrick M. [7 ,12 ,13 ]
Gautam, Sakshi [3 ]
Cho, Byeong Gwan [3 ]
Morgan, Ryan [3 ]
Nehme, Ali [1 ]
Fiumara, Giacomo [8 ]
Eid, Ali H. [9 ,11 ]
Barsa, Chloe [9 ]
Haidar, Muhammad Ali [9 ]
Buki, Andras [4 ,5 ,6 ]
Kobeissy, Firas H. [9 ,10 ]
Mechref, Yehia [3 ]
机构
[1] Univ Messina, Dept Biomed & Dent Sci & Morphofunct Imaging, Via Consolare Valeria 1, I-98125 Messina, Italy
[2] Sartorius Stedim Austria GmbH, Sartorius Data Analyt, A-1030 Vienna, Austria
[3] Texas Tech Univ, Dept Chem & Biochem, Box 41061, Lubbock, TX 79409 USA
[4] Univ Pecs, Dept Neurosurg, H-7623 Pecs, Hungary
[5] Univ Pecs, Szentagotha Res Ctr, Neurotrauma Res Grp, H-7624 Pecs, Hungary
[6] MTA PTE Clin Neurosc MR Res Grp, H-7623 Pecs, Hungary
[7] Univ Pittsburgh, Dept Crit Care Med, Sch Med, Pittsburgh, PA 15224 USA
[8] Univ Messina, Dept Math & Comp Sci Phys Sci & Earth Sci, I-98100 Messina, Italy
[9] Amer Univ Beirut, Dept Biochem & Mol Genet, Beirut 11072020, Lebanon
[10] Univ Pittsburgh, Dept Pediat, Sch Med, Pittsburgh, PA 15224 USA
[11] Univ Pittsburgh, Dept Anesthesiol, Sch Med, QU Hlth, Pittsburgh, PA 15224 USA
[12] Univ Pittsburgh, Dept Clin & Translat Sci, Sch Med, Pittsburgh, PA 15224 USA
[13] UPMC Children s Hosp Pittsburgh, Pittsburgh, PA 15224 USA
关键词
Traumatic brain injury; Glycosylation; Glycomics; Glycomarkers; Biomarkers; Serum; LC-MS; Prognosis; GLYCOSYLATION; GLYCANS; PROTEIN; CARE; GUIDELINES; MANAGEMENT; MODELS; IMPACT; MYELIN; DAMAGE;
D O I
10.1016/j.eclinm.2022.101494
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background Glycans play essential functional roles in the nervous system and their pathobiological relevance has become increasingly recognized in numerous brain disorders, but not fully explored in traumatic brain injury (TBI). We investigated longitudinal glycome patterns in patients with moderate to severe TBI (Glasgow Coma Scale [GCS] score < 12) to characterize glyco-biomarker signatures and their relation to clinical features and long-term outcome. Methods This prospective single-center observational study included 51 adult patients with TBI (GCS < 12) admitted to the neurosurgical unit of the University Hospital of Pecs, Pecs, Hungary, between June 2018 and April 2019. We used a high-throughput liquid chromatography-tandem mass spectrometry platform to assess serum levels of Nglycans up to 3 days after injury. Outcome was assessed using the Glasgow Outcome Scale-Extended (GOS-E) at 12 months post-injury. Multivariate statistical techniques, including principal component analysis and orthogonal partial least squares discriminant analysis, were used to analyze glycomics data and define highly influential structures driving class distinction. Receiver operating characteristic analyses were used to determine prognostic accuracy. Findings We identified 94 N-glycans encompassing all typical structural types, including oligomannose, hybrid, and complex-type entities. Levels of high mannose, hybrid and sialylated structures were temporally altered (p < 0.05). Four influential glycans were identified. Two brain-specific structures, HexNAc5Hex3DeoxyHex0NeuAc0 and HexNAc5Hex4DeoxyHex0NeuAc1, were substantially increased early after injury in patients with unfavorable outcome (GOS-E <= 4) (area under the curve [AUC]=0.75 [95%CI 0.59-0.90] and AUC=0.71 [0.52-0.89], respectively). Serum levels of HexNAc7Hex7DeoxyHex1NeuAc2 and HexNAc8Hex6DeoxyHex0NeuAc0 were persistently increased in patients with favorable outcome, but undetectable in those with unfavorable outcome. Levels of HexNAc5Hex4DeoxyHex0NeuAc1 were acutely elevated in patients with mass lesions and in those requiring decompressive craniectomy. Interpretation In spite of the exploratory nature of the study and the relatively small number of patients, our results provide to the best of our knowledge initial evidence supporting the utility of glycomics approaches for biomarker discovery and patient phenotyping in TBI. Further larger multicenter studies will be required to validate our findings and to determine their pathobiological value and potential applications in practice. Copyright (c) 2022 The Authors. Published by Elsevier Ltd.
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页数:12
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