A Neurodegeneration-Specific Gene-Expression Signature of Acutely Isolated Microglia from an Amyotrophic Lateral Sclerosis Mouse Model
Open accessAbstract
Microglia are resident immune cells of the CNS that are activated by infection, neuronal injury, and inflammation. Here, we utilize flow cytometry and deep RNA sequencing of acutely isolated spinal cord microglia to define their activation in vivo. Analysis of resting microglia identified 29 genes that distinguish microglia from other CNS cells and peripheral macrophages/monocytes. We then analyzed molecular changes in microglia during neurodegenerative disease activation using the SOD1(G93A) mouse model of amyotrophic lateral sclerosis (ALS). We found that SOD1(G93A) microglia are not derived from infiltrating monocytes, and that both potentially neuroprotective and toxic factors, including Alzheimer's disease genes, are concurrently upregulated. Mutant microglia differed from SOD1(WT), lipopolysaccharide-activated microglia, and M1/M2 macrophages, defining an ALS-specific phenotype. Concurrent messenger RNA/fluorescence-activated cell sorting analysis revealed posttranscriptional regulation of microglia surface receptors and T cell-associated changes in the transcriptome. These results provide insights into microglia biology and establish a resource for future studies of neuroinflammation.
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Gene expression patterns of microglia isolated from various inflammatory contexts do not conform to a small number of transcriptional programs and are not typically analogous to profiles induced by canonical inflammatory agents such as LPS.
“It is now appreciated that gene expression patterns of microglia isolated from various inflammatory contexts do not conform to a small number of transcriptional programs and are not typically analogous to profiles induced by canonical inflammatory agents such as LPS (Chiu et al., 2013; Wang et al., 2015).”
From Diverse Requirements for Microglial Survival, Specification, and Function Revealed by Defined-Medium Cultures (2017) · cites this paper as Chiu et al., 2013
The Discussion reports that activated microglia in ALS mice have a neurodegeneration-specific expression profile distinct from LPS-activated microglia and M1/M2 macrophages. It suggests that profiles in other neurological diseases are likely to be unique, but does not establish that microglia across various inflammatory contexts are typically unlike LPS-induced profiles or cannot be grouped into a small number of programs. (LLM, conf=0.85)
Experimental — accuracy not yet measuredMiDM gene expression during the course of EAE did not correspond to the M1/M2 pattern of peripheral macrophage responses to infection or tissue injury.
“MiDM gene expression during the course of EAE did not correspond to the M1/M2 pattern of peripheral macrophage responses to infection or tissue injury.”
From Differential roles of microglia and monocytes in the inflamed central nervous system (2014) · cites this paper as Chiu et al., 2013
The Results section ('SOD1G93A microglia differ significantly from LPS induced microglia and M1 or M2 macrophages'; page unavailable) finds that microglia in an ALS mouse model did not show an M1 or M2 bias during disease progression. This supports the general M1/M2 comparison, but the paper examines resident microglia in ALS, not MiDM gene expression during EAE. (LLM, conf=0.88)
Experimental — accuracy not yet measuredAt EAE onset, MiDMs predominantly suppressed the distinctive gene expression pattern which correlates to their unique phenotype, reflected by the observation that MiDMs down-regulated far more genes than were up-regulated.
“At EAE onset when SBF-SEM analyses were performed, MiDMs predominantly suppressed the distinctive gene expression pattern which correlates to their unique phenotype (Chiu et al., 2013), reflected by the observation that MiDMs down-regulated far more genes than were up-regulated (Table S1).”
From Differential roles of microglia and monocytes in the inflamed central nervous system (2014) · cites this paper as Chiu et al., 2013
The Results section on microglia-specific marker genes identifies a distinctive expression pattern that separates microglia from peripheral macrophages and monocytes. Chiu et al. studied an ALS mouse model, however, and do not establish that MiDMs suppress that pattern at EAE onset; the citing sentence attributes the up- versus down-regulated gene count to its own Table S1. (LLM, conf=0.83)
Experimental — accuracy not yet measuredThere is evidence of a microglial signature in ALS SOD1G93A mice that included upregulation of some Hif1a signature genes including Tyrobp and Igf1.
“There is evidence of a microglial signature in ALS SOD1G93A mice that included upregulation of some Hif1a signature genes including Tyrobp and Igf177”
From Transcriptional signature in microglia associated with Aβ plaque phagocytosis (2021) · cites this paper as [77]
The Results section, “Microglia co-express potentially neuroprotective and toxic factors in ALS mice” (page unavailable), reports upregulation of both Igf1 and Tyrobp in SOD1G93A microglia. It does not identify them as Hif1a signature genes; a search for Hif1a and hypoxia-inducible factor did not establish that link in our copy. (LLM, conf=0.88)
Experimental — accuracy not yet measuredOlfml3 was reported recently to be a microglia-specific marker in the spinal cord.
“Consistent with this finding, Olfml3 was reported recently to be a microglia-specific marker in the spinal cord (Chiu et al., 2013).”
From An RNA-Sequencing Transcriptome and Splicing Database of Glia, Neurons, and Vascular Cells of the Cerebral Cortex (2014) · cites this paper as Chiu et al., 2013
CD68 is not solely expressed in microglia, but also in other macrophages, neutrophils, and monocytes.
“As a macrophage marker it is not solely expressed in microglia, but also in other macrophages, neutrophils, and monocytes [100].”
From Beyond Activation: Characterizing Microglial Functional Phenotypes (2021) · cites this paper as [100]
In models of neurodegeneration, microglia express both neurotoxic and neuroprotective factors, as well as genes involved in oxidative phosphorylation and lysosome, ribosome, and spliceosome factors involved in responses to misfolded proteins, stress, and neuronal death or injury.
“In models of neurodegeneration, microglia express both neurotoxic and neuroprotective factors; genes involved in oxidative phosphorylation; and lysosome, ribosome, and spliceosome factors involved in responses to misfolded proteins, stress, and neuronal death or injury (36, 42) (Figure 1).”
From Microglia Function in the Central Nervous System During Health and Neurodegeneration (2017) · cites this paper as [42]
Microglia isolated from SOD1G93A transgenic mice express both neuroprotective factors such as progranulin and IGF-I and neurotoxic factors such as NADPH oxidase.
“The transcriptional profile of microglia isolated from SOD1G93A transgenic mice revealed expression of both neuroprotective factors, such as progranulin and IGF-I, and neurotoxic factors, like NADPH oxidase (42).”
From Microglia Function in the Central Nervous System During Health and Neurodegeneration (2017) · cites this paper as [42]
The DAM gene expression signature overlaps significantly with changes in microglial mRNA profiles observed in other neurodegeneration-related models including PS19 tau transgenic, SOD1-G93A transgenic, and aged mice.
“The DAM gene expression signature overlaps significantly with changes in microglial mRNA profiles observed in other neurodegeneration-related models including PS19 tau transgenic, SOD1-G93A transgenic, and aged mice (Chiu et al., 2013; Holtman et al., 2015; Friedman et al., 2017; Keren-Shaul et al., 2017).”
From Microglia in Alzheimer’s disease (2018) · cites this paper as Chiu et al., 2013
In the healthy brain, microglia have a unique homeostatic molecular signature, comprising a distinct transcriptional profile and surface protein expression pattern, which differs from that of tissue macrophages.
“In the healthy brain, they exhibit a unique molecular homeostatic ‘signature’, consisting of a specific transcriptional profile and surface protein expression pattern, which differs from that of tissue macrophages.”
From Microglial signatures and their role in health and disease (2018) · cites this paper as [28]
Microglia, but not peripheral myeloid cells, express P2ry12, Tmem119, Siglech, Gpr34, Socs3, Hexb, Olfml3, and Fcrls.
“microglia — but not peripheral myeloid cells — were shown to express P2Y purinoceptor 12 (P2ry12), transmembrane protein 119 (Tmem119), sialic acid binding Ig-like lectin H (Siglech), probable G protein coupled receptor 34 (Gpr34), suppressor of cytokine signalling 3 (Socs3), β-hexosaminidase subunit β (Hexb), olfactomedin-like protein 3 (Olfml3) and Fc receptor-like S, scavenger receptor (Fcrls).”
From Microglial signatures and their role in health and disease (2018) · cites this paper as [28]
In the SOD1 ALS mouse, Tau, presenilin 2, and ApoE pathways are activated in microglia, Apoe is among the most induced transcripts during progression, and loss of the homeostatic microglial signature occurs as early as 2 months before measurable disease onset.
“Tau, presenilin 2 and apolipoprotein E (ApoE) pathways were found to be activated in microglia in the SOD1 mouse, with Apoe being one of the transcripts that was the most significantly induced during disease progression.”
From Microglial signatures and their role in health and disease (2018) · cites this paper as [28]
TREM2 is an important microglial molecule involved in regulating microglial signatures in disease.
“Indeed, TREM2 is an important microglial molecule25,27,28 thought to be involved in the regulation of microglial signatures in disease1,58.”
From Microglial signatures and their role in health and disease (2018) · cites this paper as [28]
The transcriptional signature of 'primed' microglia from neurodegenerative disease brains is suggestive of increased phago-lysosome, oxidative phosphorylation, and antigen-presentation functions.
“Based on analysis of microglial transcriptomic data, the transcriptional signature of “primed” microglia from neurodegenerative disease brains is suggestive of increased phago-lysosome, oxidative phosphorylation and antigen-presentation functions [12, 13].”
From Identification and therapeutic modulation of a pro-inflammatory subset of disease-associated-microglia in Alzheimer’s disease (2018) · cites this paper as [12]
Homeostatic microglia gradually adopt a unique phagocytic disease-associated microglia (DAM) phenotype in neurodegenerative disease, chronic neuroinflammatory states, and advanced aging.
“Recent transcriptomics studies have shown that homeostatic microglia gradually adopt a unique phagocytic disease-associated microglia (DAM) phenotype in neurodegenerative disease, chronic neuroinflammatory states as well as advanced aging [9–12].”
From Identification and therapeutic modulation of a pro-inflammatory subset of disease-associated-microglia in Alzheimer’s disease (2018) · cites this paper as [12]
RNA-sequencing studies identified Olfml3 as a microglia-specific gene involved in early development patterning.
“RNA-sequencing studies have identified microglia-specific genes such as olfactomedin-like protein 3 (Olfml3), which is involved in early development patterning, and sialic acid binding Ig-like lectin H (Siglech), which is involved in innate immune cell differentiation [10].”
From Transcriptional and Epigenetic Regulation of Microglia in Health and Disease (2019) · cites this paper as [10]
RNA-sequencing studies identified Siglech as a microglia-specific gene involved in innate immune cell differentiation.
“RNA-sequencing studies have identified microglia-specific genes such as olfactomedin-like protein 3 (Olfml3), which is involved in early development patterning, and sialic acid binding Ig-like lectin H (Siglech), which is involved in innate immune cell differentiation [10].”
From Transcriptional and Epigenetic Regulation of Microglia in Health and Disease (2019) · cites this paper as [10]
Well-known and recently identified microglial-enriched genes are expressed at high levels in microglia from all analyzed regions.
“well-known and recently identified microglial-enriched genes (Chiu et al., 2013; Hickman et al., 2013; Butovsky et al., 2014; Zhang et al., 2014) were expressed at high levels in microglia from all analyzed regions”
From Local cues establish and maintain region-specific phenotypes of basal ganglia microglia (2017) · cites this paper as Chiu et al., 2013
Reactive microglia in diseased brains demonstrate a mixed phenotype with expression of pro- or anti-inflammatory and homeostatic markers, particularly showing heterogeneity at the single-cell level, rather than completely reproducing the phenotype obtained from homogenous in vitro polarization studies.
“There is increasing evidence that reactive microglia in diseased brains demonstrate a mixed phenotype with expression of pro- or anti-inflammatory and homeostatic markers, particularly showing heterogeneity at the single-cell level, rather than completely reproducing the phenotype obtained from homogenous in vitro polarization studies (58,60,61,100–103).”
From <i>Trem2</i> promotes anti-inflammatory responses in microglia and is suppressed under pro-inflammatory conditions (2020) · cites this paper as [102]
TMEM119 is a highly specific and well-validated marker of brain-derived microglia in both mice and humans.
“We analyzed TMEM119 in bulk human brain tissue data from the Allen Brain Institute (13) because it is a highly specific and well-validated marker of brain-derived microglia in both mice and humans.”
From The Transcriptional Landscape of Microglial Genes in Aging and Neurodegenerative Disease (2019) · cites this paper as [12]
This definition captures a mouse microglia gene signature set that is larger but mostly inclusive of previously described microglia signature sets.
“This definition captures a mouse microglia gene signature set that is larger but mostly inclusive of previously described microglia signature sets (27, 57, 58).”
From An environment-dependent transcriptional network specifies human microglia identity (2017) · cites this paper as [57]
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- Authors
- Chiu, I. M., Morimoto, E. T. A., Goodarzi, H., Liao, J. T., O’Keeffe, S., Phatnani, H. P., Muratet, M., Carroll, M. C., Levy, S., Tavazoie, S., Myers, R. M., & Maniatis, T.
- Affiliations
- Boston Children's Hospital (US)
- Columbia University Irving Medical Center (US)
- Rockefeller University (US)
- HudsonAlpha Institute for Biotechnology (US)
- Corresponding author
- Maniatis, Tom
- ORCID
- Venue
- Cell Reports
- Publisher
- Elsevier BV
- Published
- 2013-07
- Volume
- 4
- Issue
- 2
- Pages
- 385-401
- ISSN
- 2211-1247 (ISSN-L)
- PMC
- PMC4272581
- OpenAlex
- W2135768865
- Cited by
- 651
- References
- 81
- Citations by year
- 2026: 25 · 2025: 32 · 2024: 60 · 2023: 44 · 2022: 58 · 2021: 60 · 2020: 69 · 2019: 47 · 2018: 73 · 2017: 63 · 2016: 49 · 2015: 40 · 2014: 29 · 2013: 1
- FWCI
- 22.27
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Cell Reports (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- eScholarship (California Digital Library) (submittedVersion, cc-by-nc-nd)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Funders
- ALS Therapy Alliance
- National Institutes of Health (DP1OD003930)
- National Human Genome Research Institute (R01HG003219)
- National Institute of Neurological Disorders and Stroke (DP1NS082099)
- National Center for Chronic Disease Prevention and Health Promotion (5DP10D003930)
- Topics
- Life Sciences › Neuroscience › Neurology › Neuroinflammation and Neurodegeneration Mechanisms
- Health Sciences › Medicine › Neurology › Amyotrophic Lateral Sclerosis Research
- Health Sciences › Medicine › Pathology and Forensic Medicine › Multiple Sclerosis Research Studies
- Keywords
- microglia, amyotrophic lateral sclerosis, SOD1 G93A mouse model, microglial activation, gene expression signatures, resting microglia, neuroinflammation, neurodegeneration, microglial phenotype, post-transcriptional regulation, cell surface receptors, lipopolysaccharide stimulation, M1/M2 macrophages, spinal cord
- MeSH terms
- Amyotrophic Lateral Sclerosis, Animals, Disease Models, Animal, Female, Humans, Male, Mice, Inbred C57BL, Mice, Transgenic, Microglia, Mice, Transcriptome
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