Potential role of plasma branched-chain amino acids in the differential diagnosis of acute cerebral venous thrombosis

被引:4
作者
Jiang, Huimin [1 ]
Zhou, Chen [1 ,2 ,8 ]
Wei, Huimin [3 ]
Wu, Yan [2 ,4 ]
Zhou, Yifan [1 ]
Xiao, Xuechun [3 ]
Liu, Lu [2 ,5 ]
Li, Ming [2 ,4 ]
Duan, Jiangang [2 ,6 ]
Meng, Ran [2 ,5 ]
Ji, Xunming [1 ,2 ,7 ,8 ]
机构
[1] Capital Med Univ, Beijing Adv Innovat Ctr Big Data Based Precis Med, Collaborat Innovat Ctr Brain Disorders, Beijing Inst Brain Disorders,Lab Brain Disorders,M, Beijing, Peoples R China
[2] Capital Med Univ, Xuanwu Hosp, Neurol & Intracranial Hypertens & Cerebral Venous, Natl Hlth Commiss China, Beijing, Peoples R China
[3] Beihang Univ, Sch Biol Sci & Med Engn, Beijing Adv Innovat Ctr Big Data Based Precis Med, Beijing, Peoples R China
[4] Capital Med Univ, Xuanwu Hosp, Beijing Inst Geriatr, Beijing, Peoples R China
[5] Capital Med Univ, Xuanwu Hosp, Dept Neurol, Beijing, Peoples R China
[6] Xuanwu Hosp Capital Med Univ, Dept Emergency, Beijing, Peoples R China
[7] Capital Med Univ, Xuanwu Hosp, Dept Neurosurg, Beijing, Peoples R China
[8] Capital Med Univ, 10 Xitoutiao, Beijing 100069, Peoples R China
基金
中国国家自然科学基金;
关键词
Stroke; cerebral venous thrombosis; cerebral infarction; cerebral hemorrhage; branched chain amino acid; ISCHEMIC-STROKE; METABOLOMICS; GUIDELINES; MANAGEMENT; METABOLISM;
D O I
10.1177/0271678X231170037
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Cerebral venous thrombosis (CVT) is a special and easily misdiagnosed or undiagnosed subtype of stroke. To identify specific biomarkers with a high predictive ability for the diagnosis of acute CVT, we performed metabolomic analysis in plasma samples from acute CVT patients and healthy controls and confirmed the results in validation cohorts. In the discovery stage, there were 343 differential metabolites, and the caffeine metabolism pathway and the biosynthesis pathway for the branched chain amino acids (BCAAs) valine, leucine, and isoleucine were two significant pathways between the CVT and healthy cohorts. The area under the curve (AUC) for metabolites associated with valine, leucine, and isoleucine biosynthesis was 0.934. In the validation stage, the BCAA concentrations demonstrated an AUC of 0.935 to differentiate patients with acute CVT from the control cohort. In addition, BCAAs combined with D-dimer levels were used to establish a diagnostic model for CVT, and the AUC was 0.951, showing good diagnostic efficacy of separating CVT patients from the control cohort. BCAAs as plasma biomarkers deserve to be further studied and even developed in clinical CVT management.
引用
收藏
页码:1532 / 1543
页数:12
相关论文
共 43 条
  • [1] D-dimer for the exclusion of cerebral venous thrombosis: a meta-analysis of low risk patients with isolated headache
    Alons, Imanda M. E.
    Jellema, Korne
    Wermer, Marieke J. H.
    Algra, Ale
    [J]. BMC NEUROLOGY, 2015, 15
  • [2] Brain deep medullary veins on 3-T MRI in a population-based cohort
    Ao, Dong-Hui
    Zhang, Ding-Ding
    Zhai, Fei-Fei
    Zhang, Jiang-Tao
    Han, Fei
    Li, Ming-Li
    Ni, Jun
    Yao, Ming
    Zhang, Shu-Yang
    Cui, Li-Ying
    Jin, Zheng-Yu
    Zhou, Li-Xin
    Zhu, Yi-Cheng
    [J]. JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 2021, 41 (03) : 561 - 568
  • [3] Cerebral venous thrombosis: an update
    Bousser, Marie-Germaine
    Ferro, Jose M.
    [J]. LANCET NEUROLOGY, 2007, 6 (02) : 162 - 170
  • [4] Genome-wide meta-analysis identifies six novel loci associated with habitual coffee consumption
    Cornelis, M. C.
    Byrne, E. M.
    Esko, T.
    Nalls, M. A.
    Ganna, A.
    Paynter, N.
    Monda, K. L.
    Amin, N.
    Fischer, K.
    Renstrom, F.
    Ngwa, J. S.
    Huikari, V.
    Cavadino, A.
    Nolte, I. M.
    Teumer, A.
    Yu, K.
    Marques-Vidal, P.
    Rawal, R.
    Manichaikul, A.
    Wojczynski, M. K.
    Vink, J. M.
    Zhao, J. H.
    Burlutsky, G.
    Lahti, J.
    Mikkila, V.
    Lemaitre, R. N.
    Eriksson, J.
    Musani, S. K.
    Tanaka, T.
    Geller, F.
    Luan, J.
    Hui, J.
    Maegi, R.
    Dimitriou, M.
    Garcia, M. E.
    Ho, W-K
    Wright, M. J.
    Rose, L. M.
    Magnusson, P. K. E.
    Pedersen, N. L.
    Couper, D.
    Oostra, B. A.
    Hofman, A.
    Ikram, M. A.
    Tiemeier, H. W.
    Uitterlinden, A. G.
    van Rooij, F. J. A.
    Barroso, I.
    Johansson, I.
    Xue, L.
    [J]. MOLECULAR PSYCHIATRY, 2015, 20 (05) : 647 - 656
  • [5] Early Recanalization in Patients With Cerebral Venous Thrombosis Treated With Anticoagulation
    de Sousa, Diana Aguiar
    Neto, Lia Lucas
    Arauz, Antonio
    Sousa, Ana Luisa
    Gabriel, Denis
    Correia, Manuel
    Gil-Gouveia, Raquel
    Penas, Sara
    Dias, Mariana Carvalho
    Correia, Manuel A.
    Carvalho, Marta
    Canhao, Patricia
    Ferro, Jose M.
    [J]. STROKE, 2020, 51 (04) : 1174 - 1181
  • [6] Recanalization in Cerebral Venous Thrombosis: A Systematic Review and Meta-Analysis
    de Sousa, Diana Aguiar
    Lucas Neto, Lia
    Canhao, Patricia
    Ferro, Jose M.
    [J]. STROKE, 2018, 49 (08) : 1828 - 1835
  • [7] D-dimer testing in the diagnosis of cerebral vein thrombosis: a systematic review and a meta-analysis of the literature
    Dentali, F.
    Squizzato, A.
    Marchesi, C.
    Bonzini, M.
    Ferro, J. M.
    Ageno, W.
    [J]. JOURNAL OF THROMBOSIS AND HAEMOSTASIS, 2012, 10 (04) : 582 - 589
  • [8] Cerebral Venous Sinus Thrombosis Incidence Is Higher Than Previously Thought A Retrospective Population-Based Study
    Devasagayam, Sharon
    Wyatt, Ben
    Leyden, James
    Kleinig, Timothy
    [J]. STROKE, 2016, 47 (09) : 2180 - 2182
  • [9] Serum Metabolic Profiles Based on Nuclear Magnetic Resonance Spectroscopy among Patients with Deep Vein Thrombosis and Healthy Controls
    Escobar, Melissa Quintero
    Tasic, Ljubica
    Costa, Tassia Brena Barroso Carneiro da
    Stanisic, Danijela
    Montalvao, Silmara
    Huber, Stephany
    Annichino-Bizzacchi, Joyce Maria
    [J]. METABOLITES, 2021, 11 (12)
  • [10] Chinese Stroke Association guidelines for clinical management of cerebrovascular disorders: executive summary and 2019 update of clinical management of cerebral venous sinus thrombosis
    Fan, Yuhua
    Yu, Jian
    Chen, Hongbing
    Zhang, Jian
    Duan, Jiangang
    Mo, Dapeng
    Zhu, Wenhao
    Wang, Bo
    Ouyang, Fubing
    Chen, Yicong
    Lan, Linfang
    Zeng, Jinsheng
    [J]. STROKE AND VASCULAR NEUROLOGY, 2020, 5 (02) : 152 - 158