Evidence map›Paper›PMID 42135512›Full record

ArticleNature neuroscience2026

Integrated single-cell and spatial transcriptomic profiling in ALS uncovers peripheral-to-central immune infiltration and reprogramming.

Ziyang Zhang, Lynn van Olst, Francesco Alessandrini, Matthew Wright, Alex J Edwards, Jake Boles, Anait Nalbandian, Anne V Forsyth, Nate Shepard, Thomas Watson and 8 more

Abstract read
In one paragraph

Article in Nature neuroscience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
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

2 citing papers in PubMed.

  1. Article
  2. 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

18 authors.

Ziyang Zhang *Abrams Research Center on Neurogenomics, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
Lynn van Olst *Abrams Research Center on Neurogenomics, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.ORCID http://orcid.org/0000-0001-7569-0470
Francesco Alessandrini *The Ken & Ruth Davee Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
Matthew Wright *The Ken & Ruth Davee Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.ORCID http://orcid.org/0000-0002-6634-934X
Alex J EdwardsAbrams Research Center on Neurogenomics, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
Jake BolesAbrams Research Center on Neurogenomics, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.ORCID http://orcid.org/0000-0001-5501-2162
Anait NalbandianAbrams Research Center on Neurogenomics, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.ORCID http://orcid.org/0009-0001-9126-6239
Anne V ForsythAbrams Research Center on Neurogenomics, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
Nate ShepardThe Ken & Ruth Davee Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.ORCID http://orcid.org/0000-0002-8629-3152
Thomas WatsonAbrams Research Center on Neurogenomics, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
Evan KaspiThe Ken & Ruth Davee Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
Angeli MittalThe Ken & Ruth Davee Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.ORCID http://orcid.org/0000-0002-3449-645X
Joshua KuruvillaAbrams Research Center on Neurogenomics, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
Natalie PiehlAbrams Research Center on Neurogenomics, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
Abhirami RamakrishnanAbrams Research Center on Neurogenomics, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.ORCID http://orcid.org/0000-0001-8116-3685
Stanley AppelHouston Methodist Neurological Institute, Houston Methodist Research Institute, Stanley H. Appel Department of Neurology, Houston Methodist Hospital, Houston, TX, USA.ORCID http://orcid.org/0000-0003-2747-6298
Evangelos KiskinisThe Ken & Ruth Davee Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA. evangelos.kiskinis@northwestern.edu.ORCID http://orcid.org/0000-0001-8342-8616
David GateAbrams Research Center on Neurogenomics, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA. dgate@northwestern.edu.ORCID http://orcid.org/0000-0003-0481-9657

Funding

The role of apolipoprotein E in Alzheimer's adaptive immunityR01AG078713 · NIA · NORTHWESTERN UNIVERSITY AT CHICAGO · PI David Gate · 2022 to 2026
$3.0M
U.S. Department of Health & Human Services | National Institutes of Health (NIH) R01AG078713
6 · The paper itself

Abstract

Amyotrophic lateral sclerosis (ALS) is a fatal neurodegenerative disorder marked by progressive motor neuron (MN) degeneration in the brain and spinal cord. Although neuroinflammation is increasingly recognized as a hallmark of ALS, the precise molecular programs linking immune responses to MN pathology remain poorly defined. Using an integrated approach that combines single-cell and bulk RNA sequencing with spatial proteogenomics, we characterized both shared and distinct immune dynamics in peripheral blood and spinal cord tissues from patients with sporadic ALS and those carrying C9orf72 repeat expansions. Our analysis revealed broad immune remodeling in C9orf72 ALS, ALS subtype-specific and progression-associated differences in monocyte activation and antigen-experienced CD8 effector memory T cells with clonal features consistent with antigen-driven responses. Spatial mapping revealed complement activation and lipid-programmed myeloid states converging at sites of MN loss and TDP-43 pathology. Together, these findings connect peripheral and central immune alterations to ALS heterogeneity and highlight stratified immunomodulation as a potential therapeutic strategy.

Indexed as

Amyotrophic Lateral SclerosisC9orf72 ProteinCD8-Positive T-LymphocytesDNA-Binding ProteinsGene Expression ProfilingHumansMotor NeuronsSingle-Cell AnalysisSingle-Cell Gene Expression AnalysisSpatial TranscriptomicsSpinal CordTranscriptomeC9orf72 ProteinC9orf72 protein, humanDNA-Binding Proteins

Identifiers

PMID42135512
PMCPMC13337491

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

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.