Single‐cell transcriptomics reveals distinct inflammation‐induced microglia signatures
Open accessAbstract
Microglia are specialized parenchymal‐resident phagocytes of the central nervous system (CNS) that actively support, defend and modulate the neural environment. Dysfunctional microglial responses are thought to worsen CNS diseases; nevertheless, their impact during neuroinflammatory processes remains largely obscure. Here, using a combination of single‐cell RNA sequencing and multicolour flow cytometry, we comprehensively profile microglia in the brain of lipopolysaccharide (LPS)‐injected mice. By excluding the contribution of other immune CNS‐resident and peripheral cells, we show that microglia isolated from LPS‐injected mice display a global downregulation of their homeostatic signature together with an upregulation of inflammatory genes. Notably, we identify distinct microglial activated profiles under inflammatory conditions, which greatly differ from neurodegenerative disease‐associated profiles. These results provide insights into microglial heterogeneity and establish a resource for the identification of specific phenotypes in CNS disorders, such as neuroinflammatory and neurodegenerative diseases.
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Compared to APOE2, APOE4 had significant upregulation of several DAM marker genes (Cd74, Cst7, Cd63, Cd9, Ccl6), complement cascade genes (C1qa, C1qb, C1qc), and the pro-inflammatory gene Nfkbia.
“We observed that compared to APOE2, APOE4 had a significant upregulation of several DAM marker genes such as Cd74, Cst7, Cd63, Cd9, Ccl6, complement cascade genes (C1qa, C1qb, C1qc) and the pro-inflammatory gene Nfkbia (Sousa et al, 2018).”
From APOE from astrocytes restores Alzheimer’s Aβ-pathology and DAM-like responses in APOE deficient microglia (2024) · cites this paper as Sousa et al, 2018
In Results and Discussion (page unavailable), Sousa et al. compare inflammatory microglia with DAM, identify Cd9 as a disease-associated gene, and identify C1qa, C1qb, and C1qc as complement-system genes. The paper does not report the citing authors’ APOE4-versus-APOE2 result or establish the full listed set as DAM markers; it instead reports that those complement genes were downregulated in DAM relative to controls. (LLM, conf=0.85)
Experimental — accuracy not yet measuredAt transcriptional level, microglia from the APOE4 group upregulated several DAM markers (Cd74, Cst7, Cd63, Cd9, Ccl6), complement cascade genes (C1qa, C1qb, C1qc) and the pro-inflammatory gene Nfkbia, similar to transcriptomic changes in microglia from APOE4 AD individuals.
“At transcriptional level, microglia from the APOE4 group upregulated several DAM markers (Cd74, Cst7, Cd63, Cd9, Ccl6), complement cascade genes (C1qa, C1qb, C1qc) and the pro-inflammatory gene Nfkbia (Sousa et al, 2018), similar to transcriptomic changes in microglia from APOE4 AD individuals (Serrano-Pozo et al, 2021).”
From APOE from astrocytes restores Alzheimer’s Aβ-pathology and DAM-like responses in APOE deficient microglia (2024) · cites this paper as Sousa et al, 2018
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- Authors
- Sousa, C., Golebiewska, A., Poovathingal, S. K., Kaoma, T., Pires‐Afonso, Y., Martina, S., Coowar, D., Azuaje, F., Skupin, A., Balling, R., Biber, K., Niclou, S. P., & Michelucci, A.
- Affiliations
- University of Luxembourg (LU)
- Luxembourg Institute of Health (LU)
- University Medical Center Groningen (NL)
- Corresponding author
- Michelucci, Alessandro
- ORCID
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- The EMBO Reports
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- 2018-09-11
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- 19
- Issue
- 11
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- 1469-221X (ISSN-L)
- 1469-3178
- PMC
- PMC6216255
- OpenAlex
- W2891901614
- Cited by
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- Licence
- Locations
- EMBO Reports (publishedVersion, other-oa)
- Europe PMC (PubMed Central) (publishedVersion, other-oa)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Lirias (KU Leuven) (submittedVersion, other-oa)
- Open Repository and Bibliography (University of Luxembourg) (submittedVersion, cc-by-nc-sa)
- University of Groningen research database (University of Groningen / Centre for Information Technology) (submittedVersion, cc-by-nc-nd)
- Funders
- Fondation du Pélican de Mie et Pierre Hippert‐Faber Under the Aegis of Fondation de Luxembourg
- National Biomedical Computation Resource (C14/BM/7975668/CaSCAD)
- Luxembourg Institute of Health
- Luxembourg Centre for Systems Biomedicine
- Fonds National de la Recherche Luxembourg (6916713, PRIDE15/10675146, PRIDE16/10907093)
- HHS | National Institutes of Health (P41 GM103426)
- Topics
- Life Sciences › Neuroscience › Neurology › Neuroinflammation and Neurodegeneration Mechanisms
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Single-cell and spatial transcriptomics
- Health Sciences › Medicine › Pathology and Forensic Medicine › Multiple Sclerosis Research Studies
- Keywords
- microglia, neuroinflammation, lipopolysaccharide, microglial heterogeneity, microglial activation, neurodegenerative diseases, single-cell transcriptomics
- MeSH terms
- Animals, Encephalitis, Female, Flow Cytometry, Gene Expression Regulation, Homeostasis, Inflammation, Lipopolysaccharides, Male, Mice, Inbred C57BL, Sequence Analysis, RNA, Leukocyte Common Antigens, Microglia, Neurodegenerative Diseases, CD11b Antigen, Single-Cell Analysis
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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