Evidence map›Paper›PMID 36544231›Full record

ArticleActa neuropathologica communications2022

Spatially resolved transcriptomics reveals genes associated with the vulnerability of middle temporal gyrus in Alzheimer's disease.

Shuo Chen, Yuzhou Chang, Liangping Li, Diana Acosta, Yang Li, Qi Guo, Cankun Wang, Emir Turkes, Cody Morrison, Dominic Julian and 10 more

Open access · goldAbstract read
In one paragraph

Article in Acta neuropathologica communications, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 102 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
102citing papers in PubMed, 4 pooled it
8.9field-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

102 citing papers in PubMed, 4 syntheses or guidelines pooled it, 115 citations in OpenAlex.

  1. Pooled it
  2. Systematic review and meta-analysis of bulk RNAseq studies in human Alzheimer's disease brain tissue.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025
    Pooled it
  3. Pooled it
  4. Pooled it
  5. Article
  6. Article
  7. Article
  8. Distinct single-nucleus RNA-seq changes among non-neuronal cells in ADNC, LATE-NC, and mixed pathologies.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
  9. Review
  10. Article
  11. Article
  12. Article
  13. Review
  14. Review
  15. Review
  16. Review
  17. Article
  18. Article
  19. Article
  20. Article

42 more citing papers are in PubMed but not listed here.

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

20 authors at 5 institutions in 2 countries.

Shuo Chen *Department of Neuroscience, College of Medicine, Ohio State University, Columbus, OH, 43210, USA.
Yuzhou Chang *Biomedical Sciences Graduate Program, Ohio State University, Columbus, OH, 43210, USA.
Liangping LiDepartment of Neuroscience, College of Medicine, Ohio State University, Columbus, OH, 43210, USA.
Diana AcostaDepartment of Neuroscience, College of Medicine, Ohio State University, Columbus, OH, 43210, USA.
Yang LiDepartment of Biomedical Informatics, College of Medicine, Ohio State University, Columbus, OH, 43210, USA.
Qi GuoBiomedical Sciences Graduate Program, Ohio State University, Columbus, OH, 43210, USA.
Cankun WangDepartment of Biomedical Informatics, College of Medicine, Ohio State University, Columbus, OH, 43210, USA.
Emir TurkesUK Dementia Research Institute, UCL Queen Square Institute of Neurology, London, UK.
Cody MorrisonDepartment of Neuroscience, College of Medicine, Ohio State University, Columbus, OH, 43210, USA.
Dominic JulianThe Steve and Cindy Rasmussen Institute for Genomic Medicine, Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, OH, 43205, USA.
Mark E HesterThe Steve and Cindy Rasmussen Institute for Genomic Medicine, Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, OH, 43205, USA.
Douglas W ScharreDepartment of Neurology, Center for Cognitive and Memory Disorders, Center for Neuromodulation, Ohio State University, Columbus, OH, 43210, USA.
Chintda SantiskulvongDepartment of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA.
Sarah XueYing SongDepartment of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA.
Jasmine T PlummerDepartment of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA.
Geidy E SerranoBanner Sun Health Research Institute, Sun City, AZ, 85351, USA.
Thomas G BeachBanner Sun Health Research Institute, Sun City, AZ, 85351, USA.
Karen E DuffUK Dementia Research Institute, UCL Queen Square Institute of Neurology, London, UK.
Qin MaDepartment of Biomedical Informatics, College of Medicine, Ohio State University, Columbus, OH, 43210, USA. Qin.Ma@osumc.edu.
Hongjun FuDepartment of Neuroscience, College of Medicine, Ohio State University, Columbus, OH, 43210, USA. Hongjun.Fu@osumc.edu.ORCID 0000-0001-5346-7075
The Ohio State University · USCedars-Sinai Medical Center · USBanner Sun Health Research Institute · USNationwide Children's Hospital · USUK Dementia Research Institute · GB

Funding

Translational Therapeutics Research Program (TT)P30CA016058 · NCI · OHIO STATE UNIVERSITY · PI Jennifer A. Woyach · 1985 to 2026
$132.3M
Research Education ComponentP30AG019610 · NIA · SUN HEALTH RESEARCH INSTITUTE · PI ALEXANDER, GENE E · 2001 to 2020
$32.5M
National Brain and Tissue Resource for Parkinson's Disease and Related DisordersU24NS072026 · NINDS · BANNER SUN HEALTH RESEARCH INSTITUTE · PI BEACH, THOMAS G · 2011 to 2015
$7.8M
Ectodermal-neural cortex 1 and neuronal vulnerability to tau pathology in Alzheimer's diseaseR01AG075092 · NIA · OHIO STATE UNIVERSITY · PI Hongjun Fu · 2022 to 2026
$2.4M
Construction of cell specific gene co-regulations signatures based on single cell transcriptomics analysisR01GM131399 · NIGMS · SOUTH DAKOTA STATE UNIVERSITY · PI MA, QIN · 2018 to 2021
$1.3M
Investigating the vulnerability of WFS1-expressing excitatory neurons to tau pathology in early Alzheimer's disease.K01AG056673 · NIA · OHIO STATE UNIVERSITY · PI FU, HONGJUN · 2017 to 2021
$625k
The role of ectodermal-neural cortex 1 in selective neuronal vulnerability in aging and Alzheimer's diseaseR56AG066782 · NIA · OHIO STATE UNIVERSITY · PI FU, HONGJUN · 2020 to 2020
$498k
NCI NIH HHS P30 CA016058NIA NIH HHS K01 AG056673NIA NIH HHS P30 AG019610NIA NIH HHS R01 AG075092NIA NIH HHS R56 AG066782NIGMS NIH HHS R01 GM131399NINDS NIH HHS U24 NS072026
6 · The paper itself

Abstract

Human middle temporal gyrus (MTG) is a vulnerable brain region in early Alzheimer's disease (AD), but little is known about the molecular mechanisms underlying this regional vulnerability. Here we utilize the 10 × Visium platform to define the spatial transcriptomic profile in both AD and control (CT) MTG. We identify unique marker genes for cortical layers and the white matter, and layer-specific differentially expressed genes (DEGs) in human AD compared to CT. Deconvolution of the Visium spots showcases the significant difference in particular cell types among cortical layers and the white matter. Gene co-expression analyses reveal eight gene modules, four of which have significantly altered co-expression patterns in the presence of AD pathology. The co-expression patterns of hub genes and enriched pathways in the presence of AD pathology indicate an important role of cell-cell-communications among microglia, oligodendrocytes, astrocytes, and neurons, which may contribute to the cellular and regional vulnerability in early AD. Using single-molecule fluorescent in situ hybridization, we validated the cell-type-specific expression of three novel DEGs (e.g., KIF5A, PAQR6, and SLC1A3) and eleven previously reported DEGs associated with AD pathology (i.e., amyloid beta plaques and intraneuronal neurofibrillary tangles or neuropil threads) at the single cell level. Our results may contribute to the understanding of the complex architecture and neuronal and glial response to AD pathology of this vulnerable brain region.

Indexed as

Alzheimer DiseaseTemporal LobeTranscriptomeAmyloid beta-PeptidesHumansIn Situ Hybridization, FluorescenceKinesinsAmyloid beta-PeptidesKIF5A protein, humanKinesinsAlzheimer’s diseaseAstrocytesHuman middle temporal gyrusMicrogliaNeuronsOligodendrocytesSingle-molecule fluorescent in situ hybridizationSpatially resolved transcriptomicsVulnerabilityWeighted gene co-expression network analyses (WGCNA)

Identifiers

PMID36544231
PMCPMC9773466
OpenAlexW4312128822

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.