Evidence map›Paper›PMID 37464408›Full record

ArticleGenome medicine2023

Single-cell RNA-seq reveals alterations in peripheral CX3CR1 and nonclassical monocytes in familial tauopathy.

Daniel W Sirkis, Caroline Warly Solsberg, Taylor P Johnson, Luke W Bonham, Virginia E Sturm, Suzee E Lee, Katherine P Rankin, Howard J Rosen, Adam L Boxer, William W Seeley and 3 more

Open access · goldAbstract read
In one paragraph

Article in Genome medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
1.6field-weighted citation impact, top 16% 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

12 citing papers in PubMed, 13 citations in OpenAlex.

  1. Article
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  10. Review
  11. Peripheral proteinopathy in neurodegenerative diseases.Translational neurodegeneration · 2025
    Review
  12. Expansion of highly interferon-responsive T cells in early-onset Alzheimer's disease.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2024
    Article
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

13 authors at 1 institution in 2 countries.

Daniel W Sirkis *Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, 1651 4th Street, San Francisco, CA, 94158, USA.
Caroline Warly Solsberg *Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, 1651 4th Street, San Francisco, CA, 94158, USA.
Taylor P JohnsonMemory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, 1651 4th Street, San Francisco, CA, 94158, USA.
Luke W BonhamMemory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, 1651 4th Street, San Francisco, CA, 94158, USA.
Virginia E SturmMemory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, 1651 4th Street, San Francisco, CA, 94158, USA.
Suzee E LeeMemory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, 1651 4th Street, San Francisco, CA, 94158, USA.
Katherine P RankinMemory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, 1651 4th Street, San Francisco, CA, 94158, USA.
Howard J RosenMemory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, 1651 4th Street, San Francisco, CA, 94158, USA.
Adam L BoxerMemory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, 1651 4th Street, San Francisco, CA, 94158, USA.
William W SeeleyMemory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, 1651 4th Street, San Francisco, CA, 94158, USA.
Bruce L MillerMemory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, 1651 4th Street, San Francisco, CA, 94158, USA.
Ethan G GeierMemory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, 1651 4th Street, San Francisco, CA, 94158, USA.
Jennifer S YokoyamaMemory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, 1651 4th Street, San Francisco, CA, 94158, USA. jennifer.yokoyama@ucsf.edu.ORCID 0000-0001-7274-2634
University of California, San Francisco · US

Funding

Technology and Remote Assessment CoreU19AG063911 · NIA · MAYO CLINIC ROCHESTER · PI ADAM L. BOXER, Bradley F Boeve · 2019 to 2026
$120.9M
TDP-43 Loss-of-Function: Biology to BiomarkersP01AG019724 · NIA · UNIVERSITY OF PENNSYLVANIA · PI Jennifer Merrilees · 2002 to 2026
$67.2M
Research Education ComponentP30AG062422 · NIA · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Katherine P Rankin · 2019 to 2026
$36.9M
The Four Repeat Tauopathy Neuroimaging InitiativeR01AG038791 · NIA · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI BOXER, ADAM L. · 2010 to 2020
$18.1M
Tau Metabolism in FTD: From Gene Mutations to Molecular Chaperones and Lysosomal ProteasesU54NS123985 · NINDS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI KARCH, CELESTE MARIE · 2021 to 2025
$9.0M
Emotion network dysfunction and decline in early frontotemporal dementiaR01AG052496 · NIA · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Virginia Emily Sturm · 2017 to 2026
$6.9M
US-South American Initiative for Genetic-Neural-Behavioral Interactions in Human Neurodegenerative ResearchR01AG057234 · NIA · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Claudia Duran-Aniotz, Agustin M. Ibanez · 2019 to 2026
$6.1M
Elucidating clinical heterogeneity in early-onset AD via genomics, transcriptomics, and neuroimagingR01AG062588 · NIA · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI YOKOYAMA, JENNIFER S · 2019 to 2023
$4.0M
Veri-T: A phase 1 Placebo-Controlled Trial of Verdiperstat in Semantic Variant Primary Progressive Aphasia Due to Underlying FTLD-TDPR01AG073482 · NIA · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI ADAM L. BOXER, Peter Alexander Ljubenkov · 2021 to 2026
$3.3M
Defining trajectories of dynamic biomarkers for C9ORF72 repeat expansion carriersR01AG058233 · NIA · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI LEE, SUZEE EURIE · 2018 to 2022
$3.2M
RNA signatures of frontotemporal dementia and ALS due to C9ORF72 expansionK01AG049152 · NIA · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI YOKOYAMA, JENNIFER S · 2015 to 2019
$648k
NIA NIH HHS K01 AG049152NIA NIH HHS P01 AG019724NIA NIH HHS P30 AG062422NIA NIH HHS R01 AG038791NIA NIH HHS R01 AG052496NIA NIH HHS R01 AG057234NIA NIH HHS R01 AG058233NIA NIH HHS R01 AG062588NIA NIH HHS R01 AG073482NIA NIH HHS U19 AG063911NINDS NIH HHS U54 NS123985
6 · The paper itself

Abstract

backgroundEmerging evidence from mouse models is beginning to elucidate the brain's immune response to tau pathology, but little is known about the nature of this response in humans. In addition, it remains unclear to what extent tau pathology and the local inflammatory response within the brain influence the broader immune system.

methodsTo address these questions, we performed single-cell RNA sequencing (scRNA-seq) of peripheral blood mononuclear cells (PBMCs) from carriers of pathogenic variants in MAPT, the gene encoding tau (n = 8), and healthy non-carrier controls (n = 8). Primary findings from our scRNA-seq analyses were confirmed and extended via flow cytometry, droplet digital (dd)PCR, and secondary analyses of publicly available transcriptomics datasets.

resultsAnalysis of ~ 181,000 individual PBMC transcriptomes demonstrated striking differential expression in monocytes and natural killer (NK) cells in MAPT pathogenic variant carriers. In particular, we observed a marked reduction in the expression of CX3CR1-the gene encoding the fractalkine receptor that is known to modulate tau pathology in mouse models-in monocytes and NK cells. We also observed a significant reduction in the abundance of nonclassical monocytes and dysregulated expression of nonclassical monocyte marker genes, including FCGR3A. Finally, we identified reductions in TMEM176A and TMEM176B, genes thought to be involved in the inflammatory response in human microglia but with unclear function in peripheral monocytes. We confirmed the reduction in nonclassical monocytes by flow cytometry and the differential expression of select biologically relevant genes dysregulated in our scRNA-seq data using ddPCR.

conclusionsOur results suggest that human peripheral immune cell expression and abundance are modulated by tau-associated pathophysiologic changes. CX3CR1 and nonclassical monocytes in particular will be a focus of future work exploring the role of these peripheral signals in additional tau-associated neurodegenerative diseases.

Indexed as

MonocytesTauopathiesAnimalsCX3C Chemokine Receptor 1HumansLeukocytes, MononuclearMembrane ProteinsMiceMicrogliaSingle-Cell AnalysisSingle-Cell Gene Expression AnalysisCX3C Chemokine Receptor 1CX3CR1 protein, humanMembrane ProteinsTMEM176A protein, humanCX3CR1DementiaMAPTMicrogliaNeurodegenerationNonclassical monocytesPBMCsSingle-cell RNA-seqTauTauopathy

Identifiers

PMID37464408
PMCPMC10354988
OpenAlexW4384665319

What Socratic holds

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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 Socratic graph.