Evidence map›Paper›PMID 30836997›Full record

ArticleJournal of neuroinflammation2019

Inflammatory, regulatory, and autophagy co-expression modules and hub genes underlie the peripheral immune response to human intracerebral hemorrhage.

Marc Durocher, Bradley P Ander, Glen Jickling, Farah Hamade, Heather Hull, Bodie Knepp, Da Zhi Liu, Xinhua Zhan, Anh Tran, Xiyuan Cheng and 4 more

Open access · goldAbstract read
In one paragraph

Article in Journal of neuroinflammation, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 47 papers.

0numbers the graph read from it
0cells of the map it votes in
47citing papers in PubMed
7.7field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

47 citing papers in PubMed, 73 citations in OpenAlex.

  1. Review
  2. Article
  3. Molecular heterogeneity in human stroke - What can we learn from the peripheral blood transcriptome?Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism · 2026
    Review
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  14. Review
  15. Article
  16. NMolecular neurobiology · 2024
    Article
  17. Article
  18. Article
  19. CNS-peripheral immune interactions in hemorrhagic stroke.Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism · 2023
    Review
  20. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors at 2 institutions in 1 country.

Marc DurocherDepartment of Neurology, University of California Davis School of Medicine, Sacramento, CA, 95817, USA.
Bradley P AnderDepartment of Neurology, University of California Davis School of Medicine, Sacramento, CA, 95817, USA.
Glen JicklingDepartment of Neurology, University of California Davis School of Medicine, Sacramento, CA, 95817, USA.
Farah HamadeDepartment of Neurology, University of California Davis School of Medicine, Sacramento, CA, 95817, USA.
Heather HullDepartment of Neurology, University of California Davis School of Medicine, Sacramento, CA, 95817, USA.
Bodie KneppDepartment of Neurology, University of California Davis School of Medicine, Sacramento, CA, 95817, USA.
Da Zhi LiuDepartment of Neurology, University of California Davis School of Medicine, Sacramento, CA, 95817, USA.
Xinhua ZhanDepartment of Neurology, University of California Davis School of Medicine, Sacramento, CA, 95817, USA.
Anh TranDepartment of Neurology, University of California Davis School of Medicine, Sacramento, CA, 95817, USA.
Xiyuan ChengDepartment of Neurology, University of California Davis School of Medicine, Sacramento, CA, 95817, USA.
Kwan NgDepartment of Neurology, University of California Davis School of Medicine, Sacramento, CA, 95817, USA.
Alan YeeDepartment of Neurology, University of California Davis School of Medicine, Sacramento, CA, 95817, USA.
Frank R SharpDepartment of Neurology, University of California Davis School of Medicine, Sacramento, CA, 95817, USA.
Boryana StamovaDepartment of Neurology, University of California Davis School of Medicine, Sacramento, CA, 95817, USA. bsstamova@ucdavis.edu.ORCID http://orcid.org/0000-0002-5440-8816
University of California, Davis · USUniversity of California System · US

Funding

Molecular Biology of Stroke in HumansR01NS075035 · NINDS · UNIVERSITY OF CALIFORNIA AT DAVIS · PI SHARP, FRANK R · 2012 to 2016
$3.1M
Whole Genome RNA Sequencing (RNAseq) of Blood from Patients with Lacunar StrokeR01NS101718 · NINDS · UNIVERSITY OF CALIFORNIA AT DAVIS · PI SHARP, FRANK R, STAMOVA, BORYANA · 2017 to 2021
$3.0M
Whole Transcriptome Studies of Patients with Transient Ischemic Attacks (TIAs)R01NS097000 · NINDS · UNIVERSITY OF CALIFORNIA AT DAVIS · PI SHARP, FRANK R, STAMOVA, BORYANA · 2016 to 2020
$2.8M
A Novel Approach to Assessing Cryptogenic StrokeR01NS079153 · NINDS · UNIVERSITY OF CALIFORNIA AT DAVIS · PI SHARP, FRANK R · 2012 to 2016
$2.8M
NINDS NIH HHS R01 NS075035NINDS NIH HHS R01 NS079153NINDS NIH HHS R01 NS097000NINDS NIH HHS R01 NS101718
6 · The paper itself

Abstract

backgroundIntracerebral hemorrhage (ICH) has a high morbidity and mortality. The peripheral immune system and cross-talk between peripheral blood and brain have been implicated in the ICH immune response. Thus, we delineated the gene networks associated with human ICH in the peripheral blood transcriptome. We also compared the differentially expressed genes in blood following ICH to a prior human study of perihematomal brain tissue.

methodsWe performed peripheral blood whole-transcriptome analysis of ICH and matched vascular risk factor control subjects (n = 66). Gene co-expression network analysis identified groups of co-expressed genes (modules) associated with ICH and their most interconnected genes (hubs). Mixed-effects regression identified differentially expressed genes in ICH compared to controls.

resultsOf seven ICH-associated modules, six were enriched with cell-specific genes: one neutrophil module, one neutrophil plus monocyte module, one T cell module, one Natural Killer cell module, and two erythroblast modules. The neutrophil/monocyte modules were enriched in inflammatory/immune pathways; the T cell module in T cell receptor signaling genes; and the Natural Killer cell module in genes regulating alternative splicing, epigenetic, and post-translational modifications. One erythroblast module was enriched in autophagy pathways implicated in experimental ICH, and NRF2 signaling implicated in hematoma clearance. Many hub genes or module members, such as IARS, mTOR, S1PR1, LCK, FYN, SKAP1, ITK, AMBRA1, NLRC4, IL6R, IL17RA, GAB2, MXD1, PIK3CD, NUMB, MAPK14, DDX24, EVL, TDP1, ATG3, WDFY3, GSK3B, STAT3, STX3, CSF3R, PIP4K2A, ANXA3, DGAT2, LRP10, FLOT2, ANK1, CR1, SLC4A1, and DYSF, have been implicated in neuroinflammation, cell death, transcriptional regulation, and some as experimental ICH therapeutic targets. Gene-level analysis revealed 1225 genes (FDR p < 0.05, fold-change > |1.2|) have altered expression in ICH in peripheral blood. There was significant overlap of the 1225 genes with dysregulated genes in human perihematomal brain tissue (p = 7 × 10

conclusionsThis study delineates key processes underlying ICH pathophysiology, complements experimental ICH findings, and the hub genes significantly expand the list of novel ICH therapeutic targets. The overlap between blood and brain gene responses underscores the importance of examining blood-brain interactions in human ICH.

Indexed as

Cerebral HemorrhageGene Regulatory NetworksAutophagyCase-Control StudiesCytokinesFemaleGene Expression ProfilingGene Expression RegulationHumansImmune SystemMaleNF-E2-Related Factor 2Signal TransductionTranscriptomeCytokinesNFE2L2 protein, humanNF-E2-Related Factor 2AutophagyCo-expression networksGene expressionGene networksHematomaHematoma clearanceICHIntracerebral hemorrhageNRF2Src kinase inhibitors

Identifiers

PMID30836997
PMCPMC6399982
OpenAlexW2922271872

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.