Literature DB >> 35104798

Systems neuroimmunology: a review of multiomics methodologies to characterize neuroimmunological interactions in spinal and cranial diseases.

Cameron Zamanian1,2, Archis R Bhandarkar1,2,3, Dileep D Monie2,4,3, F M Moinuddin1,2, Richard G Vile4, Alfredo Quiñones-Hinojosa5, Mohamad Bydon1,2.   

Abstract

Neuroimmunology plays a critical role in our understanding of the pathophysiological processes that underlie a variety of diseases treated by neurosurgeons, including degenerative disc disease (DDD), glioblastoma (GBM), aneurysmal subarachnoid hemorrhage (aSAH), and others. Compared with traditional methods in neuroimmunology, which study one pathway or gene at a time, emerging multiomics methodologies allow for holistic interrogation of multiple immune-signaling pathways to test hypotheses and the effects of therapeutics at a systems level. In this review, the authors summarize key concepts for gathering and analyzing multiomics data so that neurosurgeons can contribute to the emerging field of systems neuroimmunology. Additionally, they describe 3 use cases, based on original research published by their group and others, that utilize transcriptomic, metabolomic, and proteomic analyses to study immune-signaling pathways in DDD, aSAH, and GBM. Through these use cases, techniques for performing machine learning and network-based analyses to generate new clinical insights from multiomics data are shared. The authors hope that neurosurgeons might use this review as a summary of common tools and principles in systems immunology to better engage in creating the immunotherapies of tomorrow.

Entities:  

Keywords:  degenerative disc disease; glioblastoma; metabolomics; multiomics; proteomics; systems neuroimmunology; transcriptomics

Mesh:

Year:  2022        PMID: 35104798      PMCID: PMC9011195          DOI: 10.3171/2021.11.FOCUS21571

Source DB:  PubMed          Journal:  Neurosurg Focus        ISSN: 1092-0684            Impact factor:   4.332


  45 in total

1.  Extracellular matrix protein CCN1 limits oncolytic efficacy in glioma.

Authors:  Amy Haseley; Sean Boone; Jeffrey Wojton; Lianbo Yu; Ji Young Yoo; Jianhua Yu; Kazuhiko Kurozumi; Joseph C Glorioso; Michael A Caligiuri; Balveen Kaur
Journal:  Cancer Res       Date:  2012-01-26       Impact factor: 12.701

2.  An RNA-Seq Protocol for Differential Expression Analysis.

Authors:  Nick D L Owens; Elena De Domenico; Michael J Gilchrist
Journal:  Cold Spring Harb Protoc       Date:  2019-06-03

Review 3.  Hierarchical, imbalanced pro-inflammatory cytokine networks govern the pathogenesis of chronic arthropathies.

Authors:  G Livshits; A Kalinkovich
Journal:  Osteoarthritis Cartilage       Date:  2017-10-24       Impact factor: 6.576

Review 4.  Management of glioblastoma multiforme in HIV patients: a case series and review of published studies.

Authors:  J R Hall; S C Short
Journal:  Clin Oncol (R Coll Radiol)       Date:  2009-07-08       Impact factor: 4.126

Review 5.  Network approaches to systems biology analysis of complex disease: integrative methods for multi-omics data.

Authors:  Jingwen Yan; Shannon L Risacher; Li Shen; Andrew J Saykin
Journal:  Brief Bioinform       Date:  2018-11-27       Impact factor: 11.622

6.  Machine Learning-Driven Metabolomic Evaluation of Cerebrospinal Fluid: Insights Into Poor Outcomes After Aneurysmal Subarachnoid Hemorrhage.

Authors:  Matthew Koch; Animesh Acharjee; Zsuzsanna Ament; Riana Schleicher; Matthew Bevers; Christopher Stapleton; Aman Patel; W Taylor Kimberly
Journal:  Neurosurgery       Date:  2021-04-15       Impact factor: 4.654

Review 7.  From functional genomics to functional immunomics: new challenges, old problems, big rewards.

Authors:  Ulisses M Braga-Neto; Ernesto T A Marques
Journal:  PLoS Comput Biol       Date:  2006-07-28       Impact factor: 4.475

8.  Metabolomics Workbench: An international repository for metabolomics data and metadata, metabolite standards, protocols, tutorials and training, and analysis tools.

Authors:  Manish Sud; Eoin Fahy; Dawn Cotter; Kenan Azam; Ilango Vadivelu; Charles Burant; Arthur Edison; Oliver Fiehn; Richard Higashi; K Sreekumaran Nair; Susan Sumner; Shankar Subramaniam
Journal:  Nucleic Acids Res       Date:  2015-10-13       Impact factor: 16.971

Review 9.  Understanding the glioblastoma immune microenvironment as basis for the development of new immunotherapeutic strategies.

Authors:  Ana Rita Pombo Antunes; Isabelle Scheyltjens; Johnny Duerinck; Bart Neyns; Kiavash Movahedi; Jo A Van Ginderachter
Journal:  Elife       Date:  2020-02-04       Impact factor: 8.140

10.  Modular network mechanism of CCN1-associated resistance to HSV-1-derived oncolytic immunovirotherapies for glioblastomas.

Authors:  Dileep D Monie; Cristina Correia; Cheng Zhang; Choong Yong Ung; Richard G Vile; Hu Li
Journal:  Sci Rep       Date:  2021-05-27       Impact factor: 4.379

View more
  1 in total

Review 1.  Immuno-Modulatory Effects of Intervertebral Disc Cells.

Authors:  Paola Bermudez-Lekerika; Katherine B Crump; Sofia Tseranidou; Andrea Nüesch; Exarchos Kanelis; Ahmad Alminnawi; Laura Baumgartner; Estefano Muñoz-Moya; Roger Compte; Francesco Gualdi; Leonidas G Alexopoulos; Liesbet Geris; Karin Wuertz-Kozak; Christine L Le Maitre; Jérôme Noailly; Benjamin Gantenbein
Journal:  Front Cell Dev Biol       Date:  2022-06-29
  1 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.