The glial cell-specific proteome

The function of the nervous system is to receive, process and execute the coordinated higher functions of perception, motion and cognition that signify human life. The nervous system is divided into a central nervous system (CNS), including the brain and the spinal cord, and a peripheral nervous system (PNS), including nerves branching out from the spinal cord to all parts of the body. Retina is an extension of the CNS responsible specifically for vision. The cellular components of this highly complex signal network include neurons and supportive glial cells. Glial cells are the main support cells of the nervous system, essential for maintaining homeostasis, protecting neurons, and ensuring efficient communication. Together, astrocytes, Bergmann glia, Müller glia, and pituicytes provide structural and metabolic support; oligodendrocytes and Schwann cells insulate axons with myelin; oligodendrocyte precursor cells enable regeneration and repair; and microglia serve as the brain’s immune defenders.

  • 2411 elevated genes
  • 133 enriched genes
  • 584 group enriched genes
  • Main functions: Homeostasis maintenance, axonal insulation, neurotransmittor recycle, repair and defence.

Transcriptome analysis shows that 67% (n=13603) of all human proteins (n=20162) are detected in glial cells and 2411 of these genes show an elevated expression in any glial cells compared to other cell type groups. In-depth analysis of the elevated genes in glial cells using scRNA-seq and antibody-based protein profiling allowed us to visualize the expression patterns of these proteins in the following types of glial cells: astrocytes, Bergmann glia, Muller glia, pituicytes/FSCs, oligodendrocyte precursor cells, oligodendrocytes, Schwann cells and microglia.


The glial cell transcriptome

The scRNA-seq-based glial cell transcriptome can be analyzed with regard to specificity, illustrating the number of genes with elevated expression in each specific glial cell type compared to other cell types (Table 1). Genes with an elevated expression are divided into three subcategories:

  • Cell type enriched: At least four-fold higher mRNA level in a certain cell type compared to any other cell type.
  • Group enriched: At least four-fold higher average mRNA level in a group of 2-5 cell type groups (out of 53) or 2-15 cell types (out of 154) compared to any other.
  • Cell type enhanced: At least four-fold higher mRNA level in a certain cell type compared to the average level in all other cell types.


Table 1. Number of genes in the subdivided specificity categories of elevated expression in glial cells as a group, compared to other cell type groups.

Cell type Tissue origin Cell type enrichedGroup enrichedCell type enhancedTotal elevated
Glial cells brain, eye, pituitary gland, tongue, urinary bladder, Vasculature 133 584 1694 2411
Expression profiles are compared across the 154 cell types, in addition to the comparison across the 53 grouped cell types. This results in cell specificity categories based on two datasets, one more detailed across all cell types and one more suitable for the general overview based on the grouped cell types with similar expression profile and functions. Cell types are grouped based on function and biology, to facilitate a better overview and to complement the detailed information based on all cell types.

Table 2. Number of genes in the subdivided specificity categories of elevated expression in the different types of glial cell types, compared to all other cell types.

Cell type Tissue origin Cell type enrichedGroup enrichedCell type enhancedTotal elevated
Astrocytes brain 5 90 1066 1161
Bergmann glia brain 4 96 1102 1202
Müller glia eye 15 26 448 489
Pituicytes/FSCs pituitary gland 7 8 368 383
Oligodendrocyte progenitor cells brain 5 103 1215 1323
Oligodendrocytes brain 31 102 1108 1241
Schwann cells eye, tongue, urinary bladder, Vasculature 4 11 292 307
Microglia brain 25 86 902 1013
Any Glial cells 96 218 3219 3533

Among the genes with glial elevated expression, there are several genes specific to certain types of glial cells, such as the oligodendrocyte specific myelin oligodendrocyte glycoprotein MOG but also more general glial markers, such as S100 calcium-binding protein B (S100B), involved in the proliferation and differentiation of glial cells in the CNS as well as the PNS (Schwann cells).



S100B - brain non-neurons

S100B

S100B - vasculature

S100B - soft tissue


Astrocytes

Astrocytes are glial cells in the central nervous system that maintain the blood–brain barrier, regulate neurotransmitters and ions, and provide metabolic support to neurons. They also contribute to synapse formation and repair after injury. As shown in Table 2, 1161 genes show elevated expression in astrocytes compared to other cell types. An example of astrocyte enriched gene, often used as cell marker for astrocytes, is the glial fibrillary acidic protein (GFAP) which is an intermediate filament protein specific for astrocytes.



GFAP - brain non-neurons

GFAP - brain non-neurons

GFAP - cerebral cortex


Bergmann glia

Specialized radial astroglia in the cerebellum that guide neuronal migration and support Purkinje cells. They regulate extracellular potassium and glutamate to stabilize cerebellar circuits and share many proteins with astrocytes. As shown in Table 2, 1202 genes show elevated expression in Bergmann glia compared to other cell types. GRID2 is an example of gene with enriched expression in Bergmann glia.


GRID2 - brain non-neurons

GRID2 - brain non-neurons

GRID2 - cerebellum

Müller glia

Müller glia cells are a type of glial cell found only in the retina that buffers potassium and neurotransmitters essential for the normal function of different types of neuronal cells of the retina, as well as maintains the structural integrity of the retina. As shown in Table 2, 489 genes are elevated in Müller glia cells compared to other cell types. An example of a protein with elevated expression in Müller glia cells is retinaldehyde binding protein 1 (RLBP1). It carries 11-cis-retinaldehyde, or 11-cis-retinal, molecules that are essential for the conversion of light into neuronal signals in the photoreceptor cells. The function of RLBP1 in Muller glia cells is yet to be characterized.



RLBP1 - retina

RLBP1 - retina

RLBP1 - retina

Pituicytes/FSCs

These are the glial‑like support cells of the pituitary: pituicytes in the posterior lobe modulate neurosecretory axons, while folliculostellate cells (FSCs) in the anterior lobe provide paracrine and structural support. Together they regulate hormone release and tissue homeostasis. As shown in Table 2, 383 genes show elevated expression in Pituicytes/FSCs compared to other cell types. Examples of genes with elevated expression in pituicytes/FSCs are beta-1,3-galactosyltransferase 1 (B3GALT1), an enzyme involved in glycosylation, and Endothelin 3 (EDN3) a peptide that acts through endothelin receptors to regulate vascular tone and neural crest cell development are two exmaples of proteins with enriched expression in the pituicytes/FSCs, neither with know connection to the pituitary gland.


B3GALT1 - pituitary gland

B3GALT1 - pituitary gland

EDN3 - pituitary gland

EDN3 - pituitary gland

Oligodendrocyte precursor cells

Also called Oligodendrocyte preogenitor cells, shortened OPC, are proliferative precursors in the CNS that generate myelinating oligodendrocytes. OPCs are more than percursor cells, they also survey the parenchyma, respond to injury, and remodel myelin during learning and repair. Additionally, there are studies indicating OPCs play a part in synaptic pruning and might even receive synaptic input. As shown in Table 2, 1323 genes show elevated expression in oligodendrocyte precursor cells compared to other cell types. An examples is PTPRZ1, that negatively regulates oligodendrocyte precursor proliferation in the embryonic spinal cord and is required for normal differentiation of the precursor cells into mature, fully myelinating oligodendrocytes.



PTPRZ1 - brain non-neurons

PTPRZ1 - brain non-neurons

PTPRZ1 - caudate


Oligodendrocytes

Oligodendrocytes are the glial cells of the CNS that wrap axons with myelin to accelerate action potential conduction. They also provide trophic and metabolic support to neurons. As shown in Table 2, 1241 genes show elevated expression in oligodendrocytes compared to other cell types. The myelinsation involves proteins such as the compact myelin proteins myelin basic protein (MBP), which contributes to stabilization and formation of the myelin throughout the CNS and the peripheral nervous system (PNS).



MBP - brain non-neurons

MBP - brain non-neurons

MBP - cerebral cortex


Schwann cells

Schwann cells are a type of glial cell found in the PNS surrounding and supporting the neurons throughout the body, involved in the production of the myelin sheaths that sometimes cover and insulate the axons. As shown in Table 2, 307 genes show elevated expression in Schwann cells compared to other cell types. An example of a protein with elevated expression in Schwann cells is myelin protein zero (MPZ). It is a large transmembrane protein that is necessary for the formation of normal myelination of nerves in the PNS.



MPZ - vasculature

MPZ - vasculature

MPZ - soft tissue


Microglia

Resident immune cells of the CNS that act as macrophages, clearing debris and pruning synapses. They constantly survey the brain environment and orchestrate neuroinflammatory responses. As shown in Table 1, 1013 genes are elevated in microglial cells compared to other cell types. Genes enriched in microglial cells are for example purinergic receptor P2RY12 required for platelet aggregation and blood coagulation. Another example of a protein expressed in microglia is the integrin subunit alpha M (ITGAM), which can be found in the immune system.



P2RY12 - brain non-neurons

P2RY12 - brain non-neurons

P2RY12 - cerebral cortex



ITGAM - brain non-neurons

ITGAM - brain non-neurons

ITGAM - cerebral cortex



Glial cell function

Glial cells maintain the microenvironment essential for neuronal activity. An ion and water flow homeostasis is essential for the generation of the action potential by the neuronal cells. In the CNS this homeostasis is mainly managed by astrocytes and oligodendrocytes that form an intricate network, called panglial syncytium, while in the retina, Muller glial cells buffer potassium ions. The action potential is propagated along neuronal axons and to increase the speed of transmission, axons are insulated by myelin sheaths, which are produced by oligodendrocytes in the CNS, and by Schwann cells in the PNS.

Neuronal cells release neurotransmitters, e.g. glutamate, at the synapses and the neurotransmitters are recycled by glial cells (Mueller glia in retina and astrocytes in other parts of CNS), that maintain contact with the synapses. Neurotransmitters are captured by glial cells, transformed into inactive forms, and shuttled back to the synapses where they can be re-used by neuronal cells. This process requires a great amount of energy (ATP) and since the glial cells shoulder this task, the energy expenditure of neuronal cells is decreased. Certain molecules, e.g. glucose required for energy, pass through the blood-brain barrier, while harmful substances are prevented from entering the brain. Endothelial cells, pericytes, and astrocyte end-feet together comprise the blood-brain barrier. The end-feet ensheath the capillary and regulate the passage of molecules by affecting e.g. tight-junction formation and expression of different transporters. Astrocytes associated with capillaries also capture molecules, e.g. glucose, and process them into metabolites usable by neuronal cells. Pathogens that do pass the blood-brain barrier, as well as damaged neurons and harmful aggregations of proteins (plaques) are removed by microglia, a type of glial cell that is related to macrophages outside the brain.

The histology of organs that contain glial cells, including interactive images, is described in the Protein Atlas Histology Dictionary.


Background

Here, the protein-coding genes expressed in glial cells are described and characterized, together with examples of immunohistochemically stained tissue sections that visualize corresponding protein expression patterns of genes with elevated expression in different glial cell types.

The transcript profiling was based on publicly available genome-wide expression data from scRNA-seq and snRNA-seq experiments (36 datasets) covering 34 tissues. All datasets (unfiltered read counts of cells) were clustered independenty using leiden clustering, resulting in a total of 1175 different cell type clusters. The clusters were then manually annotated based on a survey of known tissue and cell type-specific markers. The RNA-seq data from each cluster of cells was aggregated to mean normalized protein-coding counts per million (nCPM) for all protein-coding genes. A specificity and distribution classification was performed for both single cell types individually, as well as grouped into 53 main cell type groups. The specificity classification determined the number of elevated genes, while the distribution determined whether genes are detected in one, several or all cell types or cell type groups.

It should be noted that since the analysis was limited to datasets representing 34 tissue types, not all human cell types are represented. Furthermore, some cell types are present only in low amounts, or identified only in mixed cell clusters, which may affect the results and bias the cell type specificity.


Relevant links and publications

Uhlén M et al., Tissue-based map of the human proteome. Science (2015)
PubMed: 25613900 DOI: 10.1126/science.1260419

Fagerberg L et al., Analysis of the human tissue-specific expression by genome-wide integration of transcriptomics and antibody-based proteomics. Mol Cell Proteomics. (2014)
PubMed: 24309898 DOI: 10.1074/mcp.M113.035600

Sjöstedt E et al., An atlas of the protein-coding genes in the human, pig, and mouse brain. Science. (2020)
PubMed: 32139519 DOI: 10.1126/science.aay5947

Menon M et al., Single-cell transcriptomic atlas of the human retina identifies cell types associated with age-related macular degeneration. Nat Commun. (2019)
PubMed: 31653841 DOI: 10.1038/s41467-019-12780-8

Tabula Sapiens Consortium* et al., The Tabula Sapiens: A multiple-organ, single-cell transcriptomic atlas of humans. Science. (2022)
PubMed: 35549404 DOI: 10.1126/science.abl4896