Literature DB >> 30950328

Multi-Dimensional Mapping of Brain-Derived Extracellular Vesicle MicroRNA Biomarker for Traumatic Brain Injury Diagnostics.

Jina Ko1, Matthew Hemphill1, Zijian Yang1, Kryshawna Beard1, Emily Sewell1, Jamie Shallcross2, Melissa Schweizer1, Danielle K Sandsmark3, Ramon Diaz-Arrastia3, Junhyong Kim2,4, David Meaney1,5, David Issadore1,6.   

Abstract

The diagnosis and prognosis of traumatic brain injury (TBI) is complicated by variability in the type and severity of injuries and the multiple endophenotypes that describe each patient's response and recovery to the injury. It has been challenging to capture the multiple dimensions that describe an injury and its recovery to provide clinically useful information. To address this challenge, we have performed an open-ended search for panels of microRNA (miRNA) biomarkers, packaged inside of brain-derived extracellular vesicles (EVs), that can be combined algorithmically to accurately classify various states of injury. We mapped GluR2+ EV miRNA across a variety of injury types, injury intensities, history of injuries, and time elapsed after injury, and sham controls in a pre-clinical murine model (n = 116), as well as in clinical samples (n = 36). We combined next-generation sequencing with a technology recently developed by our lab, Track Etched Magnetic Nanopore (TENPO) sorting, to enrich for GluR2+ EVs and profile their miRNA. By mapping and comparing brain-derived EV miRNA between various injuries, we have identified signaling pathways in the packaged miRNA that connect these biomarkers to underlying mechanisms of TBI. Many of these pathways are shared between the pre-clinical model and the clinical samples, and present distinct signatures across different injury models and times elapsed after injury. Using this map of EV miRNA, we applied machine learning to define a panel of biomarkers to successfully classify specific states of injury, paving the way for a prognostic blood test for TBI. We generated a panel of eight miRNAs (miR-150-5p, miR-669c-5p, miR-488-3p, miR-22-5p, miR-9-5p, miR-6236, miR-219a.2-3p, miR-351-3p) for injured mice versus sham mice and four miRNAs (miR-203b-5p, miR-203a-3p, miR-206, miR-185-5p) for TBI patients versus healthy controls.

Entities:  

Keywords:  extracellular vesicles; miRNA; statistical learning; traumatic brain injury

Mesh:

Substances:

Year:  2019        PMID: 30950328      PMCID: PMC7698852          DOI: 10.1089/neu.2018.6220

Source DB:  PubMed          Journal:  J Neurotrauma        ISSN: 0897-7151            Impact factor:   4.869


  68 in total

1.  Osteopontin expression in acute immune response mediates hippocampal synaptogenesis and adaptive outcome following cortical brain injury.

Authors:  Julie L Chan; Thomas M Reeves; Linda L Phillips
Journal:  Exp Neurol       Date:  2014-08-21       Impact factor: 5.330

2.  Genetic activation of mTORC1 signaling worsens neurocognitive outcome after traumatic brain injury.

Authors:  Natalia S Rozas; John B Redell; Julia L Hill; James McKenna; Anthony N Moore; Michael J Gambello; Pramod K Dash
Journal:  J Neurotrauma       Date:  2014-12-10       Impact factor: 5.269

3.  Dendritic Spine Loss and Chronic White Matter Inflammation in a Mouse Model of Highly Repetitive Head Trauma.

Authors:  Charisse N Winston; Anastasia Noël; Aidan Neustadtl; Maia Parsadanian; David J Barton; Deepa Chellappa; Tiffany E Wilkins; Andrew D Alikhani; David N Zapple; Sonia Villapol; Emmanuel Planel; Mark P Burns
Journal:  Am J Pathol       Date:  2016-02-05       Impact factor: 4.307

4.  Traumatic Brain Injury-Induced Neuronal Apoptosis is Reduced Through Modulation of PI3K and Autophagy Pathways in Mouse by FTY720.

Authors:  Li Zhang; Ke Ding; Handong Wang; Yong Wu; Jianguo Xu
Journal:  Cell Mol Neurobiol       Date:  2015-06-23       Impact factor: 5.046

5.  Alterations of functional properties of hippocampal networks following repetitive closed-head injury.

Authors:  Omar C Logue; Nathan P Cramer; Xiufen Xu; Daniel P Perl; Zygmunt Galdzicki
Journal:  Exp Neurol       Date:  2015-12-28       Impact factor: 5.330

6.  Acute biomarkers of traumatic brain injury: relationship between plasma levels of ubiquitin C-terminal hydrolase-L1 and glial fibrillary acidic protein.

Authors:  Ramon Diaz-Arrastia; Kevin K W Wang; Linda Papa; Marco D Sorani; John K Yue; Ava M Puccio; Paul J McMahon; Tomoo Inoue; Esther L Yuh; Hester F Lingsma; Andrew I R Maas; Alex B Valadka; David O Okonkwo; Geoffrey T Manley
Journal:  J Neurotrauma       Date:  2013-10-09       Impact factor: 5.269

7.  Inhibition of Endocannabinoid Degradation Improves Outcomes from Mild Traumatic Brain Injury: A Mechanistic Role for Synaptic Hyperexcitability.

Authors:  Jacques Mayeux; Paige Katz; Scott Edwards; Jason W Middleton; Patricia E Molina
Journal:  J Neurotrauma       Date:  2016-06-27       Impact factor: 5.269

8.  Mild Traumatic Brain Injury Evokes Pyramidal Neuron Axon Initial Segment Plasticity and Diffuse Presynaptic Inhibitory Terminal Loss.

Authors:  Michal Vascak; Jianli Sun; Matthew Baer; Kimberle M Jacobs; John T Povlishock
Journal:  Front Cell Neurosci       Date:  2017-06-06       Impact factor: 5.505

9.  Recombinant milk fat globule-EGF factor-8 reduces apoptosis via integrin β3/FAK/PI3K/AKT signaling pathway in rats after traumatic brain injury.

Authors:  Yong-Yue Gao; Zi-Huan Zhang; Zong Zhuang; Yue Lu; Ling-Yun Wu; Zhen-Nan Ye; Xiang-Sheng Zhang; Chun-Lei Chen; Wei Li; Chun-Hua Hang
Journal:  Cell Death Dis       Date:  2018-08-28       Impact factor: 8.469

10.  Time Course and Diagnostic Accuracy of Glial and Neuronal Blood Biomarkers GFAP and UCH-L1 in a Large Cohort of Trauma Patients With and Without Mild Traumatic Brain Injury.

Authors:  Linda Papa; Gretchen M Brophy; Robert D Welch; Lawrence M Lewis; Carolina F Braga; Ciara N Tan; Neema J Ameli; Marco A Lopez; Crystal A Haeussler; Diego I Mendez Giordano; Salvatore Silvestri; Philip Giordano; Kurt D Weber; Crystal Hill-Pryor; Dallas C Hack
Journal:  JAMA Neurol       Date:  2016-05-01       Impact factor: 18.302

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  14 in total

Review 1.  Scalable Signature-Based Molecular Diagnostics Through On-chip Biomarker Profiling Coupled with Machine Learning.

Authors:  John Molinski; Amogha Tadimety; Alison Burklund; John X J Zhang
Journal:  Ann Biomed Eng       Date:  2020-08-20       Impact factor: 3.934

Review 2.  Extracellular vesicles in neuroinflammation: Pathogenesis, diagnosis, and therapy.

Authors:  Jing Ruan; Xiaomin Miao; Dirk Schlüter; Li Lin; Xu Wang
Journal:  Mol Ther       Date:  2021-04-23       Impact factor: 12.910

Review 3.  Extracellular Vesicles as an Emerging Frontier in Spinal Cord Injury Pathobiology and Therapy.

Authors:  Dipankar Dutta; Niaz Khan; Junfang Wu; Steven M Jay
Journal:  Trends Neurosci       Date:  2021-02-11       Impact factor: 16.978

Review 4.  Clinical Applications of Extracellular Vesicles in the Diagnosis and Treatment of Traumatic Brain Injury.

Authors:  Kryshawna Beard; David F Meaney; David Issadore
Journal:  J Neurotrauma       Date:  2020-06-02       Impact factor: 4.869

5.  Circulating microRNA profiles based on direct S-Poly(T)Plus assay for detection of coronary heart disease.

Authors:  Mingyang Su; Yanqin Niu; Quanjin Dang; Junle Qu; Daling Zhu; Zhongren Tang; Deming Gou
Journal:  J Cell Mol Med       Date:  2020-04-28       Impact factor: 5.310

6.  MicroRNA-488-3p Regulates Neuronal Cell Death in Cerebral Ischemic Stroke Through Vacuolar Protein Sorting 4B (VPS4B).

Authors:  Li Zhou; Wanxin Yang; Enping Yao; Haiyan Li; Jihui Wang; Kun Wang; Xiaohua Zhong; Zhongxing Peng; Xuming Huang
Journal:  Neuropsychiatr Dis Treat       Date:  2021-01-07       Impact factor: 2.570

7.  Extracellular vesicles as distinct biomarker reservoirs for mild traumatic brain injury diagnosis.

Authors:  Kryshawna Beard; Zijian Yang; Margalit Haber; Miranda Flamholz; Ramon Diaz-Arrastia; Danielle Sandsmark; David F Meaney; David Issadore
Journal:  Brain Commun       Date:  2021-07-08

Review 8.  Artificial Intelligence Technologies in Neurosurgery: a Systematic Literature Review Using Topic Modeling. Part II: Research Objectives and Perspectives.

Authors:  G V Danilov; M A Shifrin; K V Kotik; T A Ishankulov; Yu N Orlov; A S Kulikov; A A Potapov
Journal:  Sovrem Tekhnologii Med       Date:  2020-12-28

9.  Intranasally Administered Human MSC-Derived Extracellular Vesicles Pervasively Incorporate into Neurons and Microglia in both Intact and Status Epilepticus Injured Forebrain.

Authors:  Maheedhar Kodali; Olagide W Castro; Dong-Ki Kim; Alicia Thomas; Bing Shuai; Sahithi Attaluri; Raghavendra Upadhya; Daniel Gitai; Leelavathi N Madhu; Darwin J Prockop; Ashok K Shetty
Journal:  Int J Mol Sci       Date:  2019-12-26       Impact factor: 5.923

10.  Toward a global and reproducible science for brain imaging in neurotrauma: the ENIGMA adult moderate/severe traumatic brain injury working group.

Authors:  Alexander Olsen; Talin Babikian; Erin D Bigler; Karen Caeyenberghs; Virginia Conde; Kristen Dams-O'Connor; Ekaterina Dobryakova; Helen Genova; Jordan Grafman; Asta K Håberg; Ingrid Heggland; Torgeir Hellstrøm; Cooper B Hodges; Andrei Irimia; Ruchira M Jha; Paula K Johnson; Vassilis E Koliatsos; Harvey Levin; Lucia M Li; Hannah M Lindsey; Abigail Livny; Marianne Løvstad; John Medaglia; David K Menon; Stefania Mondello; Martin M Monti; Virginia F J Newcombe; Agustin Petroni; Jennie Ponsford; David Sharp; Gershon Spitz; Lars T Westlye; Paul M Thompson; Emily L Dennis; David F Tate; Elisabeth A Wilde; Frank G Hillary
Journal:  Brain Imaging Behav       Date:  2021-04       Impact factor: 3.978

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