Abstract
Oligodendrocyte:oligodendrocyte (O:O) gap junction (GJ) coupling is a widespread and essential feature of the CNS, and is mediated by connexin47 (Cx47) and Cx32. Loss of function mutations affecting Cx47 results in a severe leukodystrophy, Pelizeus-Merzbacher-like disease (also known as Hypomyelinating Leukodystrophy 2), which can be reproduced in mice lacking both Cx47 and Cx32. Here we report the gene expression profile of the cerebellum – an affected brain region – in mice lacking both Cx47 and Cx32. Of the 43,174 mRNA probes examined, we find decreased expression of 23 probes (corresponding to 23 genes) and increased expression of 545 probes (corresponding to 348 genes). Many of the genes with reduced expression map to oligodendrocytes, and two of them (Fa2h and Ugt8a) are involved in the synthesis of myelin lipids. Many of the genes with increased expression map to microglia and lymphocytes, and to leukotriene/prostaglandin synthesis and chemokine/cytokine pathways. In accord, immunostaining showed activated microglia and astrocytes, as well as T- and B-cells in the cerebella of mutant mice. Thus, in addition to the loss of GJ coupling, there is a prominent immune response in mice lacking both Cx47 and Cx32.
Introduction
Gap junctions (GJs) are intercellular channels between apposed cell membranes. They permit the electrical communication between cells as well as the diffusion of ions and small molecules typically less than 1000 Da (Bruzzone, et al. 1996). In vertebrates, GJs are comprised of connexins (Cxs) - a family of integral membrane proteins that are named according to their predicted molecular mass (Willecke, et al. 2002). In humans, mutations in GJB1, the gene that encodes Cx32, cause X-linked Charcot–Marie–Tooth disease (CMT1X), the second most common kind of inherited demyelinating neuropathy (Kleopa and Scherer 2006). Many CMT1X patients also have slowed central conduction, and subsets of patients develop overt CNS manifestations including spasticity, hyperreflexia, ataxia, and acute reversible encephalopathy with white matter abnormalities on MRI (Abrams and Scherer 2011). Recessive mutations in GJC2, the gene that encodes Cx47, cause Pelizaeus–Merzbacher-like disease (PMLD; also known as hypomyelinating leukodystrophy 2), a severe leukodystrophy with childhood onset, characterized by nystagmus, progressive spasticity, and ataxia (Bugiani, et al. 2006, Uhlenberg, et al. 2004). Cx32 is expressed by oligodendrocytes and Schwann cells (Scherer, et al. 1995), and Cx47 is expressed by oligodendrocytes (Menichella, et al. 2003, Menichella, et al. 2006, Odermatt, et al. 2003), so that the demyelination that is seen in CMT1X and PMLD is thought to be caused by cell autonomous effects of GJB1 and GJC1 mutations, respectively. In addition, both Cx32 and Cx47 GJs are also reduced in and around chronic lesions in multiple sclerosis and animal models of multiple sclerosis (Kleopas, et al. 2013, Markoullis, et al. 2012a, Markoullis, et al. 2012b, Masaki 2013), raising the possibility that the loss of these connexins contributes to clinical disability in acquired demyelinating diseases.
How the loss of oligodendrocytes Cxs lead to demyelination has been investigated in rodents. Mice that lack both Cx32 and Cx47 are a model of PMLD as they exhibit a progressive movement disorder and dysmyelination (Menichella, et al. 2003, Menichella, et al. 2006, Odermatt, et al. 2003). Previous electron microscopic studies provided anatomical evidence that oligodendrocytes were GJ coupled only to astrocytes (O:A coupling) but not to themselves (O:O coupling) (Massa and Mugnaini 1982, Massa and Mugnaini 1985, Rash, et al. 2001). However, recent electrophysiological studies using dye transfer in acute brain slices in the corpus callosum in mice lacking Cx32 and/or Cx47 demonstrated extensive O:O coupling mediated by Cx47:Cx47 and Cx32:Cx32 homotypic GJs (Maglione, et al. 2010, Wasseff and Scherer 2011). O:O coupling is found in other white matter tracts (Wasseff and Scherer, submitted), and is thus likely to be typical.
To determine how the loss of oligodendrocytes GJs coupling leads to the pathology of these disorders, we used microarrays and pathway analysis to compare the steady state mRNA levels of brains from Cx32//Cx47-double-null (Gjb1−/Y//Gjc2−/−) mice versus wild type cerebella. The observed changes in Gjb1−/Y//Gjc2−/− mice would be predicted to reduce the synthesis of myelin-related lipids. We also found evidence of immune activation in Gjb1−/Y//Gjc2−/− mice-higher mRNA levels for key enzymes required for leukotriene synthesis from arachidonic acid, as well as for chemokines, interleukins, complement components, regulators of natural killer (NK) cells, B-cells and T-cells. Immunostaining showed lymphocytic infiltration, as well as activated microglia and astrocytes. Our results suggest that oligodendrocytes connexins/coupling is required for normal CNS lipid/myelin metabolism, and is associated with a substantial immune response.
Methods
Microarray RNA analyses and qRT-PCR
We generated Gjb1−/Y//Gjc2−/− and Gjb1+/Y//Gjc2+/+ mice from our colony of Gjb1-null (Nelles, et al. 1996) and Gjc2-null mice (Odermatt, et al. 2003), which have been maintained on a C57BL/6 background for more than 10 generations. These mice develop the full phenotype about the fourth postnatal week (Menichella, et al. 2003, Odermatt, et al. 2003). P29 Gjb1−/Y//Gjc2−/− mice (n=4) and their Gjb1+/Y //Gjc2+/+ littermates (n=4) were euthanized, and their cerebella were dissected, immediately placed in Trizol reagent (Invitrogen), homogenized for 30–60 sec using Omni motor tissue homogenizer, snap frozen in liquid nitrogen. Upon thawing, total RNA was extracted from Trizol reagent according to the manufacturer's instructions. The purity and concentration of the RNA of each sample was determined prior to labeling and hybridization using the Agilent 2100 Bioanalyzer, and dual color expression analysis was conducted using whole Mouse Genome Microarray Kit (Agilent Technologies) using 43,174 probes to analyze the expression of mRNAs. In this array, more than one different probe may be used for different parts of the same gene, and in some instances identical probes are replicated for quality control purposes.
mRNAs that were expressed significantly different levels in the Gjb1−/Y//Gjc2−/− cerebella were analyzed with the Cell Type-Specific Expression Analysis tool (CSEA; described in (Xu, et al. 2014) to identify the candidate cell population of the transcript. Results were further analyzed based cell specific gene profile reported previously to see which genes are specific to microglia (Hickman, et al. 2013) and other CNS cells using RNA sequencing (Zhang, et al. 2014). For pathway analysis, we used DAVID Bioinformatics Resources 6.7 (Huang da, et al. 2009) to examine gene-disease association, functionally related genes and pathway mapping using Kyoto Encyclopedia of Genes and Genomes (KEGG), and we complemented these analyses with using the Panther classification system; mRNA lists were uploaded, and Mus musculus was selected, and subsequently the functional classification was viewed as pie charts.
Gene expression was quantified in quadruplicate (from the same samples used for the microarray analysis) by qRT-PCR using the mouse TaqMan Assay Kits (Applied Biosystems by Life Technologies, Foster City, CA, USA). The reverse transcription reaction was carried out with High Capacity cDNA Reverse Transcription Kit (Applied Biosystems). Quantitative PCR was run on a QuantStudio 12K Flex Real-Time PCR system (Applied Biosystems) and the reaction mixtures were incubated at 95°C for 10 min, followed by 40 cycles of 95°C for 15 s and 60°C for 1 min. The threshold cycle (Ct) values were calculated with QuanStudio Software version 1.2.2 (Applied Biosystems). The housekeeping gene Gapdh, and Actb were included in the analysis as controls, and water was included as a negative control. Fold change in the gene was calculated by the equation 2-ΔΔCt, the expression was normalized by the housekeeping gene Gapdh, using DataAssist software version 1.2.2.
Immunohistochemistry
P22 Gjb1−/Y//Gjc2−/− mice (n=3) and their Gjb1+/Y//Gjc2+/+ littermates (n=3) were perfused with PBS followed by 4% paraformaldehyde in PBS, the cerebra and cerebella were dissected and fixed for another hour, infiltrated overnight in 10% sucrose in PBS at 4°C, then embedded in OCT. Cryostat sections (10 µm thick) were thaw-mounted on Super Frost Plus glass slides (Fisher Scientific, Pittsburgh, PA) and stored at −20°C. A spleen was dissected and processed in a similar way and used as a control through the immunostaining procedures. Tissue sections were permeabilized by immersion in −20°C acetone for 10 min, incubated for 1 h in blocking solution (0.1% Triton X-100, 5% fish skin gelatin in PBS), incubated overnight at 4°C with one of the following antibodies: a rat monoclonal antibody against Ly6c (1:200 dilution; Sigma), a rabbit antisera against CD3 (1:200 dilution; Santa Cruz ), CD72 (1:200 dilution; Sigma), glial fibrillary acid protein (GFAP; 1:200 dilution ; Sigma), or Iba1 (1:500 dilution; Wako), washed several times in PBS, incubated with rhodamine-conjugated donkey anti-mouse, anti-rat, or anti-rabbit antisera (1:200 dilution; Jackson ImmunoResearch Laboratories), washed in PBS, mounted with Vectashield with DAPI (Vector laboratories), and examined by epifluorescence with appropriate optical filters (Leica DMR).
Results
Altered levels of mRNAs expressed by oligodendrocytes
We compared the expression of 43,174 mRNA probes in individual cerebella from P29 Gjb1−/Y//Gjc2−/− mice (n=4) to their Gjb1+/Y//Gjc2+/+ littermates (n=4) using RNA microarrays, because myelinated axons are prominently affected in the cerebellar white matter of Gjb1−/Y//Gjc2−/− mice (Menichella, et al. 2003). A total of 545 probes had significantly different levels (1.5 fold change or more with less than 10% false discovery rate; Supplemental File 1) - 522 probes (corresponding to 348 different mRNAs) were expressed at higher levels in Gjb1−/Y//Gjc2−/− mice, and 23 probes (corresponding to 23 different mRNAs) were expressed at lower levels. To identify the cellular origin of these mRNAs (Fig. 1), we used the Cell Type-Specific Expression Analysis tool (CSEA; http://genetics.wustl.edu/jdlab/csea-tool-2/), which utilizes the expression of an EGFP-L10a ribosomal transgene in specific cell populations specified by different Bacterial Artificial Chromosomes (BACs). The polysomes are immunoaffinity purified, and their mRNAs are identified; this is called translating ribosome affinity purification (TRAP); (Dougherty, et al. 2012, Doyle, et al. 2008, Xu, et al. 2014). For the discussion, we will assume that the cellular origins of these mRNAs is not altered by the leukodystrophy, but this remains to be determined.
Figure 1A illustrates the topography of the cell-specific expression of the mRNAs with reduced expression in Gjb1−/Y//Gjc2−/− cerebella. Of the 23 genes whose mRNA levels were reduced (Table 1), 15 mRNAs (Itgb4, Fa2h, Hapln2, Ugt8a, Nkx2–9, Plin3, Trf, Serpinb1a, Anln, Pla2g4a, Dock5, Smtnl2, Klk6, Pkd2l1, and Acy3) correspond to genes that map to cerebellar oligodendrocytes by CSEA at p<0.05. Except for Nkx2–9 and Klk6, these mRNAs also map to cortical oligodendrocytes at p<0.05; none of remaining 10 genes map any other cell type at any given p value. Pathway analysis using the DAVID Bioinformatics Resources tool indicates that these 15 genes are related to signaling pathways and/or metabolic pathways associated with sphingolipid, amino acid, glycerophospholipid, and arachidonic acid metabolism, as well as integrin interactions.
Table 1.
name | FC | FDR | P | CSEA | Expression; function |
---|---|---|---|---|---|
Plin3 | −1.6 | 9.9 | 0.01 | OL | All CNS cells but more enriched in myelinating OL; mannose 6-phosphate receptor-binding protein |
Birc7 | −1.6 | 4.7 | 0.007 | N/A | AS; inhibitor of apoptosis |
Fa2h | −1.6 | 5.7 | 0.008 | OL | Myelinating OL and newly formed OL; required for formation of 2-hydroxy fatty acids |
Dock5 | −1.6 | 4.7 | 0.007 | OL | All CNS cells but more enriched in myelinating OL; small G protein activator |
Trim16 | −1.7 | 3.7 | 0.005 | N/A | Endothelial cells; tripartite motif family of proteins of yet to be determined exact function |
Smcr8 | −1.7 | 3.7 | 0.03 | N/A | All CNS cells but more enriched in microglia; Smith- Magenis syndrome chromosomal region |
Ugt8a | −1.8 | 8.2 | 0.02 | OL | Myelinating OL, newly formed OL, and OPCs; required for synthesis of galactocerebrosides |
Trf | −1.8 | 3.7 | 0.007 | OL | More enriched in myelinating OL, not expressed in AS or Neurons; iron transport protein |
Serpinb1a | −1.8 | 5.7 | 0.01 | OL | All CNS cells but more enriched in myelinating OL; serine (or cysteine) proteinase inhibitor |
Pla2g4a | −1.8 | 1.2 | 0.003 | OL | All CNS cells but more enriched in newly formed OL and myelinating OL; formation of arachidonic acid |
Pkd2l1 | −1.8 | 0.6 | 0.002 | OL | Myelinating OL and newly formed OL; polycystin protein family involved in cell-cell/matrix interactions |
Ssxb10 | −1.9 | 3.7 | 0.006 | N/A | newly formed OL; cancer/testis antigen |
Zfp672 | −1.9 | 1.8 | 0.004 | N/A | CNS, but not restricted to one cell type; zinc finger protein |
Ssxb1 | −1.9 | 4.7 | 0.009 | N/A | not specific to the CNS; cancer/testis antigen |
Acy3 | −2.1 | 0.0 | 0.001 | OL | All CNS cells but more enriched in myelinating OL, newly formed OL and endothelial cells; aspartoacylase (aminoacylase) |
2610507I0 | −2.3 | 1.0 | 0.006 | N/A | All CNS cells but more enriched in AS; unclassified gene |
1Rik | |||||
Nkx2–9 | −2.5 | 0 | 0.0001 | N/A | Myelinating OL; transcription factor |
Smtnl2 | −2.6 | 0 | 0.001 | OL | All CNS cells but more enriched in myelinating OL; functionally uncharacterized protein |
Itgb4 | −2.7 | 0 | 0.001 | OL | Myelinating OL and newly formed OL; integrin subunit |
Slc5a11 | −2.9 | 0 | 0.002 | N/A | All CNS cells but more enriched in myelinating OL; actin-binding protein sodium glucose co-transporter |
Anln | −3.7 | 0 | 0.002 | OL | All CNS cells but more enriched in myelinating OL and newly formed OL; actin-binding protein |
Hapln2 | −3.9 | 0 | 0.001 | OL | Myelinating OL and newly formed OL; hyaluronan- associated matrix in the CNS |
Klk6 | −5.5 | 0 | 0.001 | N/A | Myelinating OL and newly formed OL; serine protease |
Using Cnp- and Olig2-BACs to define RNAs from oligodendrocytes, 18/348 mRNAs with increased expression in Gjb1−/Y//Gjc2−/− (Table 2) map to cerebellar oligodendrocytes (Fig. 1B) at p<0.05 (Pdlim2, Sh3bp2, Opalin, Prima1, Ppp1r16b, Bfsp2, Csf1, Ada, 2210011C24Rik, Serinc5, Tgfbi, AA986860, Tnfaip6, Hebp1, Gng8, Ctsc, Cd9, Unc93b1). The same mRNAs, plus LCP1, also map to cortical oligodendrocytes. In addition, 15/348 mRNAs with increased levels map to oligodendrocytes progenitors (as defined by expression of Pdgfar-BAC) at p<0.05 (Rab32, Fam111a, Tmem176a, Opalin, Npas1, Gpr17, Bfsp2, Cdk1, Cdca3, Pbk, Dct, Serinc5, 9630013A20Rik, Top2A, and Cdca5), three of which (Bfsp2, Serinc5, and Opalin) map to both oligodendrocytes and their progenitors. Pathway analysis using the DAVID Bioinformatics Resources tool (Table 3) indicates that these genes are related to signaling pathways associated with NK-cells mediated cytotoxicity, cytokine-cytokine receptors interactions, and chemokine signaling pathways. Thus, many genes that expressed by oligodendrocytes have either lower or higher mRNA levels in Gjb1−/Y//Gjc2−/− cerebella. That some of these mRNAs (e.g. Fa2h and Ugt8a) are involved in the synthesis of myelin-related lipids suggests that they may be down-regulated by disrupted myelination, but many other myelin-related genes (e.g., Plp1, Mag) are not similarly affected.
Table 2.
Name | FC | FDR | P | CSEA | expression(Zhang, et al. 2014); function |
---|---|---|---|---|---|
Bfsp2 | 3.1 | 0 | 0.06 | OL, OPCs | All CNS cells but more enriched in newly formed OL, myelinating OL and OPCs; cytoskeletal component |
2210011C24Rik | 2.7 | 0 | 0.003 | OL | N/A; unclassified gene |
Fam46a | 2.3 | 0 | 0.002 | OL | CNS, but not restricted to one cell type; uncharacterized function |
Ctsc | 2.2 | 0.2 | 0.04 | OL | All CNS cells but not enriched in newly formed OL or myelinating OL; dipeptidyl aminopeptidase |
Tmem176a | 2.1 | 0 | 0.01 | OPCs | CNS, but not restricted to one cell type; dendritic cells/carcinoma antigen |
Pbk | 1.9 | 0 | 0.02 | OPCs | All CNS cells but more enriched in OPCs; lymphokine- activated killer T cells originated PDZ-binding kinase |
Pdlim2 | 1.9 | 1.2 | 0.1 | OL | All CNS cells but more enriched in myelinating OL and newly formed OL; STAT-interacting protein |
Cdk1 | 1.9 | 0 | 0.006 | OPCs | All CNS cells but more enriched in endothelial cells; cyclin- dependent kinase |
Npas1 | 1.9 | 0.3 | 0.03 | OPCs | All CNS cells but more enriched in Neurons, OPCs, and newly formed OL; transcription factor |
Rab32 | 1.9 | 1 | 0.09 | OPCs | All CNS cells but more enriched in microglia; controls trafficking to lysosomes |
AA986860 | 1.8 | 0.6 | 0.05 | OL | All CNS cells but more enriched in myelinating OL; uncharacterized function |
Ada | 1.8 | 0 | 0.01 | OL | CNS, but not restricted to one cell type; adenosine deaminase, present in high levels in lymphocytes |
Sh3gl3 | 1.8 | 0 | 0.002 | OL | All CNS cells but more enriched in myelinating OL and newly formed OL; implicated in endocytosis |
9630013A20Rik | 1.8 | 0 | 0.006 | OPCs | Myelinating OL, new formed OL and OPCs; unclassified gene |
Fam111a | 1.8 | 0 | 0.01 | OPCs | All CNS cells but more enriched in endothelial cells; governs parathyroid hormone production & calcium homeostasis, |
Prima1 | 1.7 | 1.2 | 0.1 | OL | All CNS cells but more enriched in myelinating OL and newly formed OL; membrane anchor of acetylcholinesterase in the brain |
Dct | 1.7 | 0 | 0.006 | OPCs | Newly formed OL, myelinating OL and OPCs; tyrosine- related protein |
Lcp1 | 1.7 | 0 | 0.003 | OL | All CNS cells but more enriched in microglia; actin-binding protein |
Prickle1 | 1.6 | 0 | 0.009 | OL | All CNS cells but more enriched in newly formed OL and myelinating OL; nuclear receptor linked to myoclonic epilepsy |
Cd9 | 1.6 | 0 | 0.004 | OL | All CNS cells but more enriched in newly formed OL; leukocyte surface glycoprotein |
Top2A | 1.6 | 0.2 | 0.01 | OPCs | CNS, but not restricted to one cell type; DNA topoisomerase |
Hebp1 | 1.6 | 6.6 | 0.4 | OL | All CNS cells but more enriched in microglia; promotes chemotaxis in monocytes and dendritic cells |
Cdca5 | 1.6 | 1.8 | 0.05 | OPCs | CNS, but not restricted to one cell type ; cell cycle-associated protein |
TnfAIP6 | 1.6 | 0.3 | 0.017 | OL | CNS, but not restricted to one cell type; hyaluronan-binding protein |
Tgfbi | 1.6 | 0 | 0.006 | OL | All CNS cells but more enriched in microglia; inhibit cell adhesion |
Gpr17 | 1.6 | 0 | 0.006 | OPCs | Myelinating OL, newly formed OL, and OPCs, also in neurons; leukotriene receptor |
Gng8 | 1.6 | 1.8 | 0.07 | OL | All CNS cells but more enriched in myelinating OL and newly formed OL; G protein involved in transmembrane signaling |
Cdca3 | 1.6 | 1.2 | 0.05 | OPCs | All CNS cells but more enriched in OPCs; cell cycle- associated protein |
Opalin | 1.5 | 2.6 | 0.1 | OL, OPCs | Myelinating OL, newly formed OL; myelin paranodal protein |
Serinc5 | 1.5 | 0.7 | 0.02 | OL, OPCs | All CNS cells but more enriched in newly formed OL, OPCs and myelinating OL; incorporation of serine into phosphatidylserine and sphingolipids |
Ppp1r16b | 1.5 | 1.8 | 0.07 | OL | All CNS cells but more enriched in newly formed OL, myelinating OL and OPCs; protein phosphatase regulatory subunit |
Table 3.
name | FC | FDR | p | DAVID (expression) |
enriched in immune cells/associated immune process |
---|---|---|---|---|---|
Tyrobp | 5.0 | 0 | 0.0002 | brain, mast cells | N/A |
Ly86 | 4.2 | 00 | 0.0006 | B-cells | lymphocyte antigen 86 |
Fcrls | 3.9 | 0 | 0.0006 | diencephalon | Fc receptor-like S, scavenger receptor; lymphocytes activation, B-cell meditated immunity |
Slc11a1 | 3.7 | 0 | 0.0006 | pre B-cells | also known as natural resistance-associated macrophage protein 1. |
Fcer1g | 3.6 | 0 | 0.002 | mast cells | Fc receptor, IgE, high affinity I, gamma polypeptide |
Fcgr2b | 3.6 | 0 | 0.001 | macrophages, mast cells |
Fc receptor, IgG, low affinity IIb; lymphocyte activation, B-cell meditated immunity |
Ctss | 3.6 | 0 | 0.001 | brain | cathepsin S; antigen processing and presentation via MHC class II proteolysis |
Blnk | 3.4 | 0 | 0.001 | lymphoid | B-cell linker |
Irf8 | 3.4 | 0 | 0.001 | spleen, bone marrow |
interferon regulator factor 8; response to interferon gamma |
C1qc | 3.0 | 0 | 0.001 | macrophages | complement component 1, q subcomponent, C chain. |
C1qa | 3.0 | 0 | 0.005 | macrophages | complement component 1, q subcomponent, alpha polypeptide |
Cd68 | 3.0 | 0 | 0.002 | macrophages | macrophages, monocytes marker (Holness and Simmons 1993) |
Fcgr3 | 2.9 | 0 | 0.001 | hematopoietic stem cells |
Fc receptor, IgG, low affinity III; lymphocytes activation; B-cell meditated immunity |
Ptpn6 | 2.9 | 0 | 0.0002 | mast cells, | N/A |
Cd14 | 2.8 | 0 | 0.001 | macrophages | macrophages, monocytes, dendritic cells |
C1qb | 2.8 | 0 | 0.002 | striatum, macrophages |
complement component 1, q subcomponent, beta polypeptide; complement activation |
Laptm5 | 2.8 | 0 | 0.001 | mast cells | N/A |
Fyb | 2.4 | 0 | 0.001 | macrophages, T- cells |
N/A |
Lyz2 | 2.3 | 0 | 0.001 | bone marrow macrophages |
N/A |
Cyba | 2.2 | 0 | 0.001 | macrophages | N/A |
Inpp5d | 2.1 | 0 | 0.003 | macrophages, T- cells |
N/A |
Tnfaip8l2 | 2.0 | 0 | 0.006 | spinal cord | tumor necrosis factor alpha-induced protein 8- like protein 2 |
Csf1r | 2.0 | 0 | 0.003 | macrophages | N/A |
Emr1 | 1.9 | 0 | 0.02 | brain | macrophages activation |
Rnase4 | 1.8 | 8.2 | 0.6 | N/A | microglia |
Fermt3 | 1.7 | 0 | 0.003 | hematopoietic stem cell |
N/A |
Ptpn18 | 1.7 | 1.2 | 0.08 | mast cells | N/A |
P2ry13 | 1.5 | 2.6 | 0.09 | hippocampus, hypothalamus |
microglia |
Fes | 1.5 | 0 | 0.008 | mast cells, spleen |
N/A |
Altered levels of mRNAs related to the immune system
In addition to the mRNAs that are enriched in oligodendrocytes, 52 mRNAs with significantly (p<0.05) increased expression in P29 Gjb1−/Y//Gjc2−/− cerebella mapped to genes that are enriched in immune (lymphoid) cells and/or layer 5a cortical neurons (Doyle, et al. 2008), as defined by expression with Etv1_tm88-BAC (Fig. 1B). Because we isolated mRNA from the cerebellum, these mRNAs are more likely to be derived from immune cells, and according to the DAVID and the Panther classification system, 22/52 of these genes are immune-related (Table 3). In addition to the immune-related genes that were identified in this manner, we found many other mRNAs with increased expression that are likely to be expressed by immune cells, including Cd52, Cd86, Cd48, Cd33, Cd68, Cd14, Cd84, Cd9, Cd37, and Cd109 (Table 4). We also found many mRNAs that encode for chemokines that are up-regulated Gjb1−/Y//Gjc2−/− cerebella - Ccl2, Ccl3, Ccl4, Ccl6, Ccl9, Ccl10, Ccl12, and one mRNA for a chemokine receptor (Cx3cr1). Further analysis using both the David bioinformatics tool and the Panther classification system revealed that many genes with increased mRNA levels would be predicted to be involved in NK-, B- and T-cell activation, inflammation mediated by chemokines and cytokines, and many metabolic processes (Fig. 2).
Table 4.
name | FC | FDR | p | expression by cell type |
---|---|---|---|---|
Ccl6 | 13 | 0 | 0.0002 | macrophages and neutrophils (Orlofsky, et al. 1991) |
Ccl3 | 10. | 0 | 0.0002 | microglia (Williams, et al. 2014) |
Ccl4 | 7.3 | 0 | 0.001 | microglia (Williams, et al. 2014) |
Ccl9 | 3.7 | 0 | 0.002 | macrophages (Williams, et al. 2014) |
Cxcl10 | 2.2 | 0 | 0.03 | monocytes, chemokine for monocytes/macrophages and T-cells (Williams, et al. 2014) |
Cx3cr1 | 2.2 | 0 | 0.003 | microglia (Williams, et al. 2014) |
Ccl2 | 1.9 | 0 | 0.01 | secreted by monocytes/ macrophages, chemokine for macrophages and T-cells (Orlofsky, et al. 1991); Williams et al., 2014) |
Cxcl12 | 1.9 | 0 | 0.02 | microglia (Williams, et al. 2014) |
CD52 | 6.5 | 0 | 0.0002 | mature lymphocytes, monocytes (Buggins, et al. 2002, Domagala and Kurpisz 2001) |
CD84 | 3.5 | 0 | 0.0006 | memory B-cells (Tangye, et al. 2002) |
CD68 | 3.0 | 0 | 0.002 | macrophages, monocytes (Holness and Simmons 1993) |
CD14 | 2.8 | 0 | 0.001 | macrophages, monocytes, dendritic cells (Simmons, et al. 1989) |
CD72 | 2.5 | 0 | 0.0009 | B- and T-cells (Van de Velde, et al. 1991) |
CD53 | 2.5 | 0 | 0.002 | leukocyte surface glycoproteins (Horejsi and Vlcek 1991) |
CD109 | 2.2 | 0 | 0.002 | activated T-cells (Sutherland, et al. 1991) |
CD86 | 2.1 | 0 | 0.005 | antigen presenting cells, costimulating/activating T- cells (Chen, et al. 1994) |
CD48 | 2.0 | 0 | 0.009 | B- and T-cells (Yokoyama, et al. 1991) |
CD37 | 1.9 | 0 | 0.003 | leukocyte surface glycoprotein (Horejsi and Vlcek 1991) |
CD9 | 1.6 | 0 | 0.004 | leukocyte surface glycoprotein (Horejsi and Vlcek 1991) |
CD33 | 1.6 | 0.2 | 0.01 | myeloid lineage, lymphoid cells (Garnache-Ottou, et al. 2005, Hernandez-Caselles, et al. 2006, Perez-Oliva, et al. 2011) |
Quantitative RT-PCR (qRT-PCR)
To corroborate our findings, we performed qRT-PCR on selected genes using the same batches of RNA that were used for the microarrays. With the exception of the gene with the highest change in expression (Lpl), the fold change measured by qRT-PCR was similar to that measure by microarrays for all 8 genes (Fig. 3).
Altered microglia in Gjb1−/Y//Gjc2−/− cerebella
To determine whether microglia and/or macrophages contribute to the changes in the immune-related mRNAs that we observed, we compared our results to those of Beutner et al. (Beutner, et al. 2013) and Hickman et al. (Hickman, et al. 2013). According to this analysis, 15 of the up-regulated genes are microglial-specific - Hexb, Rnase4, Gpr34, Cx3cr1, Olfml3, P2ry13, Trem2, Ccl4, Aif1, Ccl3, Adora3, Parvg, Ccl12, Gpr84, Asb10, and 2 (Cd68 and Cd14) are expressed by microglia and macrophages (Hickman, et al. 2013). Except for Ccl3, Ccl4, Ccl12 (which are involved in cytokine-cytokine interactions and chemokine signaling), David bioinformatics analysis tool did not indicate that any of the other 12 genes are involved in lipid/myelin metabolism or NK-, B-, or T-cell signaling/pathway activation.
To visualize microglia, we immunostained sections of the cerebellum (and the attached pons) from P29 Gjb1−/Y//Gjc2−/− mice (n=3) and their littermate Gjb1+/Y//Gjc2+/− controls (n=3) for Iba1 (Ito, et al. 1998), which labels microglia and monocytes/macrophages (Imai, et al. 1996), and Ly6c, which is expressed by macrophages and endothelial cells (Jutila, et al. 1988). Iba1 staining was strongly increased in white matter within Gjb1−/Y//Gjc2−/− cerebella and the pons, compared to their littermate controls (Fig. 4); the increased staining appeared to correspond to larger microglia. We did not detect a difference in Ly6 staining (results not shown). Insofar as hypertrophied microglia are a histological proxy for their activation, these findings indicate that microglia are activated in Gjb1−/Y//Gjc2−/− cerebella and pons, as was previously reported in mice models with combined Gjb1/Cx32 and Gjc2/Cx47 mutations (Schiza, et al. 2015, Tress, et al. 2011, Tress, et al. 2012).
Altered astrocytes in Gjb1−/Y//Gjc2−/− cerebella
Some of the mRNAs with significantly increased expression map to genes that are astrocyte-enriched; Gfap, Gjb, Prodh, and Cybrd1 (Zhang, et al. 2014), so we also immunostained for GFAP to examine the astrocytes in the cerebella of the Gjb1−/Y//Gjc2−/− mice. As shown in Figure 4, there was increased GFAP staining in white matter tracts, compared to the control mice, indicating that astrocytes are activated as was previously reported in mice models with combined Gjb1/Cx32 and Gjc2/Cx47 mutations (Schiza, et al. 2015, Tress, et al. 2011, Tress, et al. 2012).
B-cells and T-cells infiltrate the cerebella of the Gjb1−/Y//Gjc2−/−mice
Some of the inflammatory chemokines that are upregulated in Gjb1−/Y //Gjc2−/− cerebella (Williams, et al. 2014) can theoretically attract lymphocytes. To determine whether this occurs, we immunostained cerebellar sections from P29 Gjb1−/Y//Gjc2−/− mice (n=3) and their littermate (Gjb1+/Y //Gjc2+/− ) controls (n=3) for CD3, a marker for T-cells and Cd72, a (Chetty and Gatter 1994) marker for B-cells (Kumanogoh, et al. 2000, Parnes and Pan 2000, Van de Velde, et al. 1991); we did not find an antibody for NK cells that worked for us. We found many CD3-positive cells within and around the white matter tracts of the cerebella (Fig. 5) of Gjb1−/Y//Gjc2−/− mice compared to their littermate controls. Double staining for GFP showed that the CD3-positive cells were distinct from oligodendrocytes. We also found clusters of CD72-positive cells in white matter tracts of the cerebella (Fig. 6); these were not as numerous as the CD3-positive clusters. We also found more clusters of CD3- and CD72-positive cells in the pons (Fig. 7). These findings confirm that B- and T-cell infiltrate the white matter tracts that are known to undergo demyelinating in Gjb1−/Y//Gjc2−/− mice (Menichella, et al. 2003).
Discussion
This is the first comprehensive examination of changes in mRNA expression in Gjb1−/Y//Gjc2−/−mice. We find reduced mRNA levels of genes involved in myelin synthesis, and increased mRNAs levels of genes involved in breaking down lipids, releasing arachidonic acid, and creating cellular immune responses. Microglia are activated and B- and T-cells infiltrate affected white matter tracts.
The role of glial GJ coupling
The traditional views regarding the physiological roles of glial GJ coupling are centered around the spatial buffering of K+ released during neural activity (Berger, et al. 1991, Chvatal, et al. 1999, Frankenhaeuser and Hodgkin 1956, Kamasawa, et al. 2005, Menichella, et al. 2006, Orkand, et al. 1966, Wallraff, et al. 2006). More recently, glial GJ coupling has been implicated in the transfer of glucose and/or lactate to generate energy in order to sustain the neural activities, as both glucose and lactate can permeate O:O and O:A GJs (Rouach, et al. 2008)(Funfschilling, et al. 2012, Lee, et al. 2012, Rinholm, et al. 2011, Rinholm and Bergersen 2012). Glucose is also required for fatty acid/lipid synthesis, the generation of ribose-5-phosphate that is used in the synthesis of nucleotides and nucleic acids, and the erythrose-4-phosphate that is used in the synthesis of aromatic amino acids (Janson and Tischler 2012, Murray 2012) . Both O:A and O:O GJ coupling are abrogated in Gjb1−/Y //Gjc2 −/− mice (Maglione, et al. 2010, Wasseff and Scherer 2011), so all of these functions are potentially affected. Gjb1−/Y //Gjc2 −/− mice (Maglione, et al. 2010, Wasseff and Scherer 2011) have a more severe dysmyelination than is seen in Gja1−/−//Gjb6−/− mice, which lack O:A but not O:O GJ coupling (Lutz, et al. 2009). This discrepancy implies that the severe leukodystrophy in PMLD likely results from disrupted O:O GJ coupling in white matter tracts, and that Cx47 is the main connexin that mediates O:O coupling in humans.
mRNAs with decreased expression - related to myelin
We found reduced levels of 23 mRNAs, 2 of which encode enzymes that have essential roles in myelin lipid metabolism. Ugt8a encodes UDP galactosyltransferase, an enzyme that is essential for synthesis of galactosylceramide (GalCer), the major myelin lipid (Morell 1977). Fa2h encodes fatty acid 2-hydroxylase, which is the enzyme essential for synthesis of 2-hydroxy fatty acids (Eckhardt, et al. 2005). Recessive mutations in Ugt8a and Fa2h cause leukodystrophies (Edvardson, et al. 2008, Potter, et al. 2011), so that the reduced expression of Ugt8a and Fa2h could contribute to the demyelination and the phenotype observed in Gjb1−/Y//Gjc2−/− mice. The isolated decrease of Ugt8a and Fa2h mRNA is unexpected because their transcriptional profiles usually follow those of other myelin-related mRNAs (Bujalka, et al. 2013, Emery, et al. 2009, Srinivasan, et al. 2012).
Increased expression of mRNAs related to lipid metabolism
Some of the mRNAs with increased expression encode enzymes/proteins involved in forming pro-inflammatory molecules through ecosanoid metabolism (Fig. 8). The mRNA level of Alox5 was increased 2.5-fold; Alox5 encodes arachidonate 5-lipoxygenase, the key enzyme involved in the biosynthesis of leukotrienes from fatty acids, and the only lipoxygenase that can catalyze the formation of leukotrienes (Back, et al. 2014, Ford-Hutchinson, et al. 1994, Janson and Tischler 2012, Siegel, et al. 2006). This enzyme is also required for lipoxinA4 formation, which activates monocytes and macrophages (Ford-Hutchinson, et al. 1994, Murray 2012). The mRNA level of Hpdgs, which encodes prostaglandin D synthase was increased 1.8-fold; this catalyzes the formation of prostaglandin D2, which is mainly produced by oligodendrocytes in the normal CNS (Urade, et al. 1993) but by activated microglia in twitcher mice, which are a genetically authentic model of Krabbe disease (Mohri, et al. 2006a). Prostaglandin D2 is a chemo-attractant (Hirai, et al. 2001), provides neuroprotection (Taniike, et al. 2002), and may mediate demyelinating in twitcher mice (Mohri, et al. 2006b). The mRNA level of Tbxas1, which encodes thromboxane A synthase 1, was increased 3.3-fold; this catalyzes the formation of thromboxane A – a powerful inducer of vasoconstriction and platelet aggregation (Ford-Hutchinson, et al. 1994, Murray 2012). The mRNA levels of two phospholipases were increased - Pla2g5 (1.6-fold) and Plcg2 (1.5-fold). Pla2g5 encodes phospholipase A2 group V, the enzyme that catalyzes the hydrolysis of membrane phospholipids to generate lysophospholipids and free fatty acids, including arachidonic acid (Balsinde and Dennis 1997). It also induces leuokotrines (eicosanods) biosynthesis in neighboring inflammatory cells (Wijewickrama, et al. 2006). Plcg2 encodes the transmembrane signaling enzyme phospholipase C gamma 2 (Hernandez, et al. 1994), which catalyzes the conversion of 1-phosphatidyl-1D-myo-inositol 4,5-bisphosphate to 1D–myo-inositol 1,4,5-trisphosphate (IP3) and diacylglycerol (DAG) (Berridge 1987, Berridge 2005) – both important secondary messengers that transmit signals from surface receptors. DAG is well known as a secondary messenger of protein kinase C, which mediates the activities of many receptors (Berridge 2005, Nishizuka 1995), it is also a precursor for arachidonic acid through the action of phospholipase A2 (Murray 2012) or triacylglycerol through the action of diglyceride acyltransferase (Bishop and Hajra 1984). These findings indicate that the loss of O:O and/or O:A GJ coupling shifts fatty acids metabolism in the CNS toward the biosynthesis of proinflammatory molecules such as prostaglandin D2, and the secondary messengers such as DAG involved in lymphocytes activation and signaling pathways.
Increased mRNA expression was also found in other genes that encode enzymes that play important role in lipid metabolism. Lpl (9.9-fold) encodes lipoprotein lipase, the key enzyme required for the breakdown of the lipoproteins (Mead, et al. 2002, Merkel, et al. 2002). Several lipoprotein genes had higher mRNA levels - Apoc1 (3.2-fold), Apoc2 (3.1-fold), Apoc4 (2.5-fold), and Apoe (1.6-fold) - encoding apolipoproteins CI (that interferes with cellular fatty acid uptake; (Shachter 2001), CII (which is a coenzyme for and activates lipoprotein lipase; (Musliner, et al. 1977, Stocks and Galton 1980), CIV (which leads to cellular triglycerides accumulation(Kotite, et al. 2003)(Kim, et al. 2008), and E (which is required for cholesterol transportation and cellular uptake in a redistribution (Mahley 1988, Zlokovic 2013). Ch25h (9.7-fold) encodes cholesterol 25-hydroxylase, which metabolizes cholesterol into 25-hydroxy cholesterol, which suppresses endogenous cellular cholesterol synthesis (Diczfalusy, et al. 2009, Lagace, et al. 1997, Lund, et al. 1998). Cholesterol is a major myelin lipid (Morell 1977), and disabling cholesterol synthesis in oligodendrocytes results in deficient myelination (Saher, et al. 2005).
Immune responses in Gjb1−/Y//Gjc2−/− brains
We found B- and T-cells by immunohistochemistry, which matched the predictions of the CSEA tool, David, and Panther. Of the many genes with increased expression, 18 genes, including some with the most pronounced increases, such Clc6 (13-fold), Clc3 (10-fold), and Clc4 (7.3-fold), are involved in recruiting immune cells (Williams, et al. 2014), and 10 more genes are related to chemokine signaling pathways; some are listed in Table 4. Inflammatory cytokines also up-regulate the level of Cxcl12 mRNA, which is widely expressed in the CNS. Cxcl12 enhances T cell responses via co-stimulation of T-cell receptors (Smith, et al. 2013), and recruits leukocytes in experimental autoimmune encephalomyelitis (EAE) and multiple sclerosis (Williams, et al. 2014).
Mouse models demonstrate that infiltration of B- and T-cells is not an inevitable consequence of demyelination. Genetically killing oligodendrocytes in mice causes demyelination and reactive microglia, but does not result in B- or T-cell infiltration (Ghosh, et al. 2011, Gritsch, et al. 2014, Locatelli, et al. 2012, Oluich, et al. 2012, Traka, et al. 2010). Infiltrating lymphocytes are not seen in mice lacking PLP (Tatar, et al. 2010), a model of PMD, Arsa-null mice, which are a genetically authentic model of metachromatic leukodystrophy (Gieselmann 2003), or cuprizone-induced demyelination (Hiremath, et al. 1998). T-cells but not B-cells were found in mice in which oligodendrocytes lack Pex5 (a model of adrenoleukodystrophy that has inflammation but not demyelination), although increased levels of some chemokines/cytokines were also found in affected brains (Kassmann, et al. 2007). Similarly, few T-cells and no B-cells were found in mice lacking 2’,3’-phosphodiesterase (Wieser, et al. 2013), a myelin-related protein. T-cell infiltration has been reported in twitcher mouse caused by a mutation in Galc gene (Ohno, et al. 1993, Taniike, et al. 1997). Overexpression of PLP in mice results in T-cell infiltration, which contributes to the inflammation (Bradl, et al. 2005, Ip, et al. 2006); whether this is also the case in people who have extra copies of the PLP1 gene remains to be shown. In humans, T-cells are a prominent feature of demyelinating CNS lesions in patients with adrenoleukodystrophy, but not of other leukodystrophies (Eichler and Van Haren 2007), and we are not aware of an autopsied case of PMLD. If T-cells and B-cells mediated cellular inflammation were a prominent feature of PMLD, it seems appropriate to consider immune-modulating therapies, as PMLD is a devastating disease for which no treatments are currently known.
Many of the mRNAs with elevated levels in Gjb1−/Y//Gjc2−/− cerebella are also increased in multiple sclerosis and multiple sclerosis animal models. These include Tnfrsf1b (1.6-fold), which is a multiple sclerosis susceptibility locus (De Jager, et al. 2009, Tseveleki, et al. 2010), as well as C1qc and C1qa (both 3-fold), which encode complement components that have been identified in multiple sclerosis lesions (Tseveleki, et al. 2010). Tlr2 (3.4-fold) encodes toll-like receptor 2, which is expressed by oligodendrocytes and observed in MS lesions, where it is thought to mediate hyaluronan’s inhibition of oligodendrocyte precursor cells maturation (Sloane, et al. 2010). Cst7 (30-fold) encodes cystatin F (also known as leukocystatin), is up-regulated in microglia during acute demyelination (Banik 1992, Ma, et al. 2007, Ma, et al. 2011). Alox5 (2.5-fold) is increased in multiple sclerosis and multiple sclerosis models (Whitney, et al. 2001), and deleting Alox5 in a mouse model attenuated the neuroinflammation and axonal damage (Yoshikawa, et al. 2011). The molecular targets of several multiple sclerosis medications have increased mRNA levels in Gjb1−/Y//Gjc2−/− cerebella. S1pr3 (1.5-fold) encodes sphingosine 1-phosphate receptor, which is targeted by fingolimod; Ada (1.9-fold) encodes adenosine deaminase, which is targeted by cladribine, and Cd52 (6.5-fold) encodes the CD52 antigen targeted by Alemtuzumab.
In summary, our results show that in addition to the previously described demyelination, the loss of O:O and O:A GJ coupling results in extensive changes in gene expression and an immune response. The genes with reduced mRNA expression mostly map to oligodendrocytes, and include genes that encode key enzymes required for myelin lipids. The genes with increased expression are implicated in diverse responses and likely originate from different cell types. Many map to the immune system, and we show directly that T- and B-cells infiltrate the CNS. These findings raise questions about how lymphocytes are recruited to the CNS in acquired demyelinating diseases, and whether lymphocytes contribute to the pathogenesis of PMLD.
Conversely, one wonders whether the loss of Cx32 and Cx47 GJs in and around chronic demyelinating lesions in multiple sclerosis contributes to clinical disability (Kleopas, et al. 2013, Markoullis, et al. 2012a, Markoullis, et al. 2012b, Masaki 2013).
Supplementary Material
Highlights.
CNS lymphocytes activation with the loss of oligodendrocytes gap junctions (GJs).
Oligodendrocytes GJs are required for normal CNS lipid and myelin metabolism.
CNS oligodendrocytes GJs loss alters the CNS immune status without external triggers.
Immune-modulating drugs might be useful in leukodystrophies caused by GJs mutations.
Acknowledgments
This work was supported by the NIH (NS055284) and the National Multiple Sclerosis Society (to S.S.S.). We thank Jonathan Schug, Ph.D., and Olga Smirnova from the Functional Genomics Core at the Institute of Diabetes, Obesity and Metabolism at the Perelman School of Medicine at the University of Pennsylvania for the RNA microarray analysis. We thank Kathakali Addya, Ph.D., from the Molecular Profiling Facility at the Perelman School of Medicine at the University of Pennsylvania for the qRT-PCR.
Footnotes
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