Microglial transglutaminase-2 drives myelination and myelin repair via GPR56/ADGRG1 in oligodendrocyte precursor cells

  1. Stefanie Giera
  2. Rong Luo
  3. Yanqin Ying
  4. Sarah D Ackerman
  5. Sung-Jin Jeong
  6. Hannah M Stoveken
  7. Christopher J Folts
  8. Christina A Welsh
  9. Gregory G Tall
  10. Beth Stevens
  11. Kelly R Monk  Is a corresponding author
  12. Xianhua Piao  Is a corresponding author
  1. Children's Hospital and Harvard Medical School, United States
  2. F. M. Kirby Neurobiology Center, Children’s Hospital and Harvard Medical School, United States
  3. Huazhong University of Science and Technology, PR China
  4. Washington University School of Medicine, United States
  5. Korea Brain Research Institute (KBRI), South Korea
  6. University of Michigan Medical Center, United States
6 figures, 2 tables and 1 additional file

Figures

Figure 1 with 1 supplement
Microglia express the putative ligand of ADGRG1.

(A) Schema of ADGRG1 receptor. GAIN domain and ADGRG1N-hFc are shown. (B, D, and F) Double labeling of ADGRG1N-hFc (green) and Iba1 (B, red), GFAP (D, red), PDGFRα (F, red) in P5 wt corpus callosum. DAPI, blue. Scale bar, 25 µm. (C, E, and G) Higher magnification of the boxed region in (B, D and F). Scale bar, 10 µm. Staining was repeated N = 3–4 animals. (H) Quantification of double positive ADGRG1N-hFc+ and Iba+ cells and ADGRG1N-hFc+ and GFAP+ cells. N = 3–4 per staining.

https://doi.org/10.7554/eLife.33385.002
Figure 1—figure supplement 1
Flow chart of the in vitro biotinylation/proteomic approach.

Biotinylated ADGRG1N-mFc was used to purify ADGRG1 binding partner(s) from mixed glial cell (enriched in microglia and astrocytes) lysate. Protein complexes were subjected to SDS PAGE and tryptic peptide mass spectrometry protein identification after one-step purification with immobilized streptavidin. The whole lane was excised and subjected to tryptic peptide mass spectrometry (MS) protein identification analysis.

https://doi.org/10.7554/eLife.33385.003
Figure 2 with 4 supplements
Loss of Tgm2 leads to fewer mature OLs and hypomyelination in the CC.

(A) Representative in situ hybridization (ISH) images of Plp (red) in the CC of P14 (top panel) and P28 (bottom panel) Tgm2+/- and Tgm2-/- mice. DAPI, blue. Scale bar, 100 µm. (B) Quantification of Plp+ oligodendrocytes from the CC of Tgm2+/- and Tgm2-/- P14 and P28 mice. * P=0.0484; N = 5 per genotype (P14); *p=0.0378; N = 4 per genotype (P28), unpaired t-test. (C) Representative TEM images from P28 CC of Tgm2+/+ and Tgm2-/- mice. Scale bar, 1 µm. (D) Percentage of myelinated axons in the CC of control (Tgm2+/+ and Tgm2+/-) and Tgm2-/- mice. *p=0.0299; N = 3 per genotype; unpaired t-test. (E) Scatter plot displaying g-ratio values in the CC of control and Tgm2-/- mice. (F) TG2 western blot on acutely isolated microglia, OPCs, astrocytes, and mature oligodendrocytes from the P7 neonatal brain. β-actin was used as loading control. (G) Representative ISH images of Plp (red) in the CC of P28 Tgm2fl/+;Cx3cr1Cre- and Tgm2fl/fl;Cx3cr1Cre + mice. DAPI, blue. Scale bar, 100 µm. (H) Quantification of Plp+ oligodendrocytes in the CC of P28 Tgm2fl/+;Cx3cr1Cre- and Tgm2fl/fl;Cx3cr1Cre + mice. **p=0.00850; N = 4 per genotype, unpaired t-test. Error bars are means ± s.e.m (B, D, H).

https://doi.org/10.7554/eLife.33385.005
Figure 2—figure supplement 1
Oligodendrocyte number recovers by 5 month in Tgm2 knockout mice.

(A) Representative images of ISH of Plp in the CC of 4–5 month old Tgm2+/- and Tgm2-/- mice. Scale bar, 100 µm. DAPI, blue. (B) Quantification of Plp+ oligodendrocytes in the CC reveals similar numbers of OLs in the CC of Tgm2+/- and Tgm2-/- mice. * P=0.807, unpaired t-test, N = 3 per genotype. Error bars are means ± s.e.m.

https://doi.org/10.7554/eLife.33385.006
Figure 2—figure supplement 2
Loss of Tgm2 does not affect g-ratio, myelinated axon distribution, axon diameter or axon number.

(A) Average g-ratio of myelin sheath thickness was comparable in control and Tgm2-/- mice. p=0.728, unpaired t-test, N = 3 per genotype. (B) The distribution of myelinated axons with respect to the axon diameter in the CC of control and Tgm2-/- mice. p=0.8291, two-way ANOVA, p=0.2524, Gaussian non-linear curve fit, N = 3 per genotype. (C) Axon diameter in the CC is comparable in control and Tgm2-/- mice. Mean ± s.d.; p=0.8771; unpaired t-test; N = 3 per genotype. (D) Number of total axons (myelinated and unmyelinated) is comparable in the CC of in control and Tgm2-/- mice at P28. p=0.7947, unpaired t-test, N = 3 per genotype. Error bars are means ± s.e.m (A–D).

https://doi.org/10.7554/eLife.33385.007
Figure 2—figure supplement 3
Deleting one allele of Tgm2 has no effect on the number of Plp+ + and myelinated axons.

(A) Representative images of ISH of Plp on P28 in the CC in Tgm2+/+ and Tgm2+/- 100 µm. Scale bar, 100 µm. DAPI, blue. (B) Quantification of Plp+ oligodendrocytes in the CC reveals similar numbers of OLs in the CC of Tgm2+/+ and Tgm2+/- mice. *p=0.6005, unpaired t-test, N = 3 per genotype. (C) Representative TEM images from P28 CC of Tgm2+/+ and Tgm2+/- mice. Scale bar, 1 µm. (D) Percentage of myelinated axons was quantified in the CC in Tgm2+/+ and Tgm2+/- mice. p=0.5129, unpaired t-test, N = 3 per genotype. Error bars are means ± s.e.m (B, D).

https://doi.org/10.7554/eLife.33385.008
Figure 2—figure supplement 4
Developmental expression of Tgm2.

Developmental expression of Tgm2 in murine microglia purified from whole brains (E10.5 through P) or brain regions (adult) at the indicated embryonic and postnatal ages. RNA-sequencing data was extracted from public database of (Matcovitch-Natan et al., 2016). Cx: cortex, Hp: hippocampus, SC: spinal cord.

https://doi.org/10.7554/eLife.33385.009
Figure 3 with 1 supplement
TG2 regulates OPC proliferation through ADGRG1.

(A) Representative ISH images of Pdgfra (red) in the CC of P14 Tgm2+/- and Tgm2-/- mice. DAPI, blue. Scale bar, 100 µm. (B) Quantification of Pdgfra+ OPCs in the CC of control and Tgm2-/- mice. *p=0.0320, unpaired t-test, N = 6 per genotype. (C) Cartoon showing the cell cycle exit assay. (D) Representative images of double IHC of BrdU (red) and Ki67 (green) in the CC of P14 Tgm2+/- and Tgm2-/- mice that were pulsed with BrdU 24 hr earlier (arrows mark double positive Ki67+/BrdU+ cells). DAPI, blue. Scale bar, 50 µm. (E) The density of Ki67+/BrdU+ cells in the CC is lower in Tgm2-/- mice. *p=0.0207, unpaired t-test, N = 5 per genotype. (F) The density of BrdU+ cells in the CC is reduced in Tgm2-/- mice. **p=0.0099, unpaired t-test, N = 5 per genotype. (G) Representative images of double IHC of PDGFRα (red) and BrdU (green) in the CC of P14 Tgm2+/- and Tgm2-/- mice (arrows mark double positive PDGFRα+/BrdU+cells). DAPI, blue. Scale bar, 50 µm. (H) The number of BrdU+/PDGFRα+ cells in the CC is reduced in Tgm2-/- mice. *p=0.0465, unpaired t-test, N = 4 per genotype. Error bars are means ± s.e.m. (I) The effect of recombinant TG2 (rTG2) on OPC proliferation in basal condition, laminin-111 or fibronectin. rTG2 stimulates OPC proliferation only in the presence of laminin-111. *p=0.039, paired t-test, N = 3–6 per group. (J) The effect of wild type TG2 and its enzymatic dead mutant TG2-W241A proteins on OPC proliferation. Only wild type TG2 stimulates OPC proliferation. **p=0.0091; One-way ANOVA followed by Tukey post-hoc test, F(2,14) = 6.7, *p=0.05 (control vs. rTG2); n.s. p=0.70 (control vs. TG2-W241A); **p=0.0088 (TG2 vs. TG2-W241A); (K) Adgrg1-/- OPCs fail to respond to rTG2-enhanced proliferation. *p=0.0063, paired t-test, N = 5 per genotype. (L) Western blot analyses of CDK2 in acutely isolated OPCs from P7 Tgm2+/- and Tgm2-/- brains. The bracket indicates CDK2 protein isoform bands. β-actin was used as loading control. (M) CDK2 protein levels are reduced in the Tgm2-/- mice. ±=0.002, unpaired t-test, N = 3 per genotype. (N) Western blot of active RhoA (top panel) and total RhoA (bottom panel) in the CC of Tgm2+/+ and Tgm2-/- mice. (O) The relative level of active RhoA to total RhoA was diminished in the CC of Tgm2-/- mice compared to Tgm2+/+ control mice. *p=0.0207, unpaired t-test, N = 3 per genotype. Error bars are means ± s.e.m (B, E, F, H, I, J, K, M, O).

https://doi.org/10.7554/eLife.33385.010
Figure 3—figure supplement 1
Mutations in gas6, mpp6, and plec do not affect CNS Mbp expression.

(A–E) CRISPR-Cas9 technology was used to generate mutations in zebrafish gas6 (A), mpp6a (B), mpp6b (C), pleca (D), and plecb (E). (A) A CRISPR/Cas9 system guide RNA (gRNA) designed to disrupt exon 2 (targeted sequence highlighted blue and SexAI restriction enzyme site used for genotyping denoted) of gas6 generated gas6stl228, a 4 bp deletion predicted to result in a frameshift and premature STOP. Alignments of wt and mutant nucleotide sequences (top), and predicted wt (706 aa) and mutant (78 aa) protein sequences (bottom) shown. (B) A gRNA designed to disrupt the 3rd coding exon 5 (targeted sequence highlighted purple, and HpyCH4IV restriction enzyme site used for genotyping denoted) of mpp6a generated mpp6astl233, a 1 bp deletion predicted to result in a frameshift and premature STOP. Alignments of wt and mutant nucleotide sequences (top), and predicted wt (550 aa) and mutant (69 aa) protein sequences (bottom) shown. (C) A gRNA designed to disrupt exon 2 (targeted sequence highlighted green and BstNI restriction enzyme site used for genotyping denoted) of mpp6b generated mpp6bstl234, a 6 bp deletion predicted to result in a two amino acid deletion and a single amino acid change within the receptor targeting domain. Alignments of wt and mutant nucleotide sequences (top), and predicted wt (539 aa) and mutant (537 aa) protein sequences (bottom) shown. (D) A gRNA designed to disrupt exon 3 (targeted sequence highlighted orange, and DdeI restriction enzyme site used for genotyping denoted) of pleca generated plecastl261, a 20 bp deletion predicted to result in a frameshift and premature STOP. Alignments of wt and mutant nucleotide sequences (top), and predicted wt (4752 aa) and mutant (103 aa) protein sequences (bottom) shown. (E) A gRNA designed to disrupt the 3rd coding exon (targeted sequence highlighted yellow, and Hpy188III restriction enzyme site used for genotyping denoted) of plecb generated plecbstl236, a 13 bp deletion predicted to result in a frameshift and premature STOP. Alignments of wt and mutant nucleotide sequences (top), and predicted wt (4530 aa) and mutant (111 aa) protein sequences (bottom) shown. (F– O) Whole mount ISH showing mbp expression (CNS denoted by black arrows) at 5 days post-fertilization (dpf) in (F) gas6 control larva (wt and gas6stl228/+, N = 11/12), (G) gasstl228/stl228 mutant larva (N = 5/8), (H) mpp6a control larva (wt and mpp6astl233/+, N = 17/18), (I) mpp6astl233/stl233 mutant larva (N = 5/7), (J) mpp6b control larva (wt and mpp6bstl234/+, N = 24/24), (K) mpp6bstl234/stl234 (N = 4/4), (L) pleca control larva (wt and plecastl261/+, N = 18/18), (M) plecastl261/stl261mutant larva (N = 4/4), (N) plecb control larva (wt and plecbstl236/+, N = 36/38), and (O) plecbstl236/st’236 mutant larva (N = 10/10). Dorsal views are shown for all, anterior to the left. No gross changes in mbp expression were observed in putative ligand mutants relative to sibling controls.

https://doi.org/10.7554/eLife.33385.011
Figure 4 with 1 supplement
ADGRG1 is required for remyelination in vivo.

(A) Representative images of Black-Gold myelin staining of the corpus callosum of Adgrg1fl/fl;PdgfraCreER- and Adgrg1fl/fl;PdgfraCreER+ + after cuprizone feeding for 6 weeks followed by recovery for 3 d (3 DR), 7 d (7 DR) and 10 d (10 DR) (dotted line outlines quantified region). Scale bar, 250 µm. (B) Percentage of remyelinated corpus callosum displayed significant decrease in myelination at 7 DR and 10 DR between Adgrg1fl/fl;PdgfraCreER- and Adgrg1fl/fl;PdgfraCreER+ +. *p=0.0285 (7 DR), N = 4 (cre-); N = 4 (cre+); *p=0.0416 (10 DR), N = 3 (cre-); N = 4 (cre+), unpaired t-test. (C) Number of GSTπ+ OLs are significantly decreased at 10 DR between Adgrg1fl/fl;PdgfraCreER- and Adgrg1fl/fl;PdgfraCreER+ +. *p=0.0457 (10 DR), N = 3 (cre-); N = 3 (cre+), unpaired t-test. (D) Representative images of GSTπ+ OLs in the corpus callosum of Adgrg1fl/fl;PdgfraCreER- and Adgrg1fl/fl;PdgfraCreER+ + 14 days post-lesion (dotted line outlines quantified region). Scale bar, 200 µm. (E) Number of GSTπ+ OLs are significantly decreased 14 days post-lesion between Adgrg1fl/fl;PdgfraCreER- and Adgrg1fl/fl;PdgfraCreER+ +. *p=0.0133, N = 3 (cre-); N = 3 (cre+), unpaired t-test. (F) Representative TEM images from the CC of Tgm2fl/fl;Cx3cr1Cre- and Tgm2fl/fl;Cx3cr1Cre + mice. Scale bar, 1 µm. (D) Percentage of myelinated axons in the CC of Tgm2fl/fl;Cx3cr1Cre- and Tgm2fl/fl;Cx3cr1Cre + mice. *p=0.0493; N = 4 per genotype; unpaired t-test. (E) Scatter plot displaying g-ratio values in the CC of Tgm2fl/fl;Cx3cr1Cre- and Tgm2fl/fl;Cx3cr1Cre + mice.

https://doi.org/10.7554/eLife.33385.012
Figure 4—figure supplement 1
Loss of Adgrg1 in the OL lineage leads to reduced numbers of myelinating OLs.

(A) Expression of Tgm2 in murine microglia purified from naive or EAE brains. RNA-sequencing data was extracted from public database of (Wlodarczyk et al., 2017). (B) Representative images of GSTπ+ OLs of the corpus callosum of Adgrg1fl/fl;PdgfraCreER- and Adgrg1fl/fl;PdgfraCreER + mice after cuprizone feeding for 6 weeks followed by recovery for 3 d (3 DR), 7 d (7 DR) and 10 d (10 DR) (dotted line outlines quantified region). Scale bar, 100 µm.

https://doi.org/10.7554/eLife.33385.013
ADGRG1 and its ligand TG2 are required for remyelination.

(A) Representative images of cerebellar slice cultures from P10 Adgrg1fl/fl;PdgfraCreER- and Adgrg1fl/fl;PdgfraCreER+ + cerebella that were demyelinated with LPC for 24 hr followed by 4 days of recovery (4DR). Slices were labeled with NF200 (green) and MBP (red); myelinated fibers appear yellow in merged images. Scale bar, 100 µm. (B) Composite images created in Image J show myelinated axons (black) for quantification. (C) Percentage of myelinated axons after remyelination. Remyelination is reduced in cerebellar slices that lack OPC-derived ADGRG1. *p=0.0135, paired t-test, N = 5 per genotype. (D) Representative images of cerebellar slice cultures from P10 Adgrg1+/+;Tgm2+/+, Adgrg1+/+;Tgm2-/- and Adgrg1-/-;Tgm2-/- mouse cerebella that were demyelinated with LPC for 24 hr followed by 4 days of remyelination in the presence or absence of rTG2 (20 nM). Slices were immunostained with NF200 (green) and MBP (red); myelinated fibers appear yellow in merged images. Scale bar, 100 µm. (E) Composite images created in Image J show myelinated axons (black) for quantification. (F) Percentage of myelinated axons. Recombinant TG2 promotes remyelination in Adgrg1+/+;Tgm2+/+ and Adgrg1+/+;Tgm2-/-, but not Adgrg1-/-;Tgm2-/- cerebellar slices. *p=0.0475 (Adgrg1+/+;Tgm2+/+), *p=0.0197 (Adgrg1+/+;Tgm2-/-), paired t-test, N = 5–6 per genotype. Error bars are mean ± s.e.m (C, F)..

https://doi.org/10.7554/eLife.33385.014
Microglia promote OPC proliferation via ADGRG1 signaling.

TG2, secreted by microglia, binds ADGRG1 but fails to activate the receptor in the absence of ECM protein laminin-111. The binding of TG2 and laminin-111 to ADGRG1 leads to the dissociation of the ADGRG1 NTF from its CTF, allowing the tethered agonist to initiate G-protein signaling, culminating in activated RhoA, which promotes OPC proliferation. GAIN, GPCR-Autoproteolysis-INducing.

https://doi.org/10.7554/eLife.33385.015

Tables

Table 1
Summary of mass spectrometry results from three independent purifications.

Total number of peptides sequences in each individual experiment specific for binding to ADGRG1N.

https://doi.org/10.7554/eLife.33385.004
Protein name (Gene ID)Peptide number
(Exp1 + Exp2+Exp3)
Plectin (Plec)21 + 22 + 23
Transglutaminase 2 (Tgm2)19 + 20 + 17
GPR56/ADGRG1 (Gpr56/Adgrg1)12 + 11 + 9
Growth arrest-specific 6 (Gas6)11 + 9 + 11
Sodium/potassium-transporting ATPase subunit alpha-1(Atp1a1)8 + 7 + 9
Aspartyl-tRNA synthetase (Dars)8 + 3 + 8
Membrane protein, palmitoylated 6 (Mpp6)8 + 5 + 11
Microtubule-actin crosslinking factor 1 (Macf1)8 + 13 + 8
Key resources table
Reagent type (species)
or resource
DesignationSource or referenceIdentifiersAdditional
information
Strain, strain
background
(M. musculus)
Adgrg1 knockout miceGenentech/Lexicon
Genetics
Strain, strain
background
(M. musculus)
Tgm2 knockout miceDr. Gerry Melino,
University of Rome, Italy
PMID: 11113189
Strain, strain
background
(M. musculus)
Adgrg1fl/+Dr. Xianhia Piao, Boston
Children's Hospital, Boston
MA, PMID: 25607655
Strain, strain
background
(M. musculus)
PdgfraCre/ERTJackson LaboratoryCat# 018280
Strain, strain
background
(M. musculus)
Tgm2fl/+Dr. Joan Cook-Mills,
Northwestern University,
Chicago, IL PMID: 11274171
Strain, strain
background
(M. musculus)
Cx3cr1CreJackson LaboratoryCat# 025524
Antibodymouse anti-Thy1.2SerotecMCA02R12 µl in 10 ml
Antibodymouse anti-GalCMilliporeMAB34212 µl in 10 ml
Antibodymouse anti-ADGRG1 (H11)Dr. Xianhia Piao, Boston
Children's Hospital,
Boston MA, PMID: 21768377
(1:200) (IHC)
Antibodyrabbit anti-ADGRG1 (199)Dr. Xianhia Piao, Boston
Children's Hospital, Boston
MA, PMID: 18509043
(1:200) (IHC)
Antibodyrabbit anti-MBPMilliporeAB980(1:200) (IHC)
Antibodyrabbit anti-Iba1Wako019–19741(1:400) (IHC)
Antibodyrabbit anti-GFAPAbcamab7260(1:1000) (IHC)
Antibodyrabbit anti-NG2MilliporeAB5320(1:200) (IHC)
Antibodyrat anti-PDGFRαBD Bioscience558774(1:500) (IHC)
Antibodyrabbit anti-PDGFRαCell Signaling
Technologies
3164S(1:500) (IHC)
Antibodyrat anti-Ki67Affymetrix eBioscience14-5698-80(1:100) (IHC)
Antibodyrat anti-BrdUAccurate Chemical and
Scientific Corporation
OBT0030S(1:100) (WB)
Antibodymouse anti-RhoACytoskeletonARH03-A(1:500) (WB)
Antibodymouse anti-CDK2Santa Cruzsc-6248(1:1000) (WB)
Antibodymouse anti-β-actinSigmaA5044(1:5000) (WB)
Antibodymouse anti-NF200SigmaN0142(1:500) (IHC)
Antibodyrat anti-MBPAbcamab7349(1:200) (IHC)
Antibodyrabbit anti-GSTπEnzoADI-MSA-102-E(1:500) (IHC)
Antibodymouse anti-Ki67BD Bioscience550609(1:100) (IHC)
Antibodygoat anti mouse IgG-HRPSigmaA4416(1:3000) (WB)
Antibodygoat anti mouse or rabbit IgG-HRPSigmaA6154(1:3000) (WB)
Antibodygoat anti-mouse IgG-Alexa 488ThermoFisherA-11001(1:1000) (IHC)
Antibodygoat anti-rat IgG-Alexa 488ThermoFisherA-11006(1:1000) (IHC)
Antibodygoat anti-rat IgG-Alexa 546ThermoFisherA-11081(1:1000) (IHC)
Antibodygoat anti-rabbit IgG-Alexa 555ThermoFisherA-21428(1:1000) (IHC)
Antibodygoat anti-rabbit IgG-Alexa 546ThermoFisherA-11035(1:1000) (IHC)
Recombinant
DNA reagent
Pdgfra plasmidDr. Charles Stiles,
Dana-Farber Cancer
Institute, Boston, MA
Recombinant
DNA reagent
Plp plasmidAddgene22651
Sequence-based
reagent
Adgrg1 commonIntegrated DNA
Technologies (IDT)
5′- CGAGAAGACTTC
CGCTTCTG −3
20 µM
Sequence-based
reagent
Adgrg1 wtIntegrated DNA
Technologies (IDT)
5′- AAAGTAGCTAAG
ATGCTCTCC −3’
20 µM
Sequence-based
reagent
Adgrg1 knockoutIntegrated DNA
Technologies (IDT)
5′- GCAGCGCATCG
CCTTCTATC −3’
20 µM
Sequence-based
reagent
Adgrg1fl/+ commonIntegrated DNA
Technologies (IDT)
5′- TGGTAGCTAACCTACT
CCAGGAGC −3′
20 µM
Sequence-based
reagent
Adgrg1fl/+ wtIntegrated DNA
Technologies (IDT)
5′- GGTGACTTTGGTG
TTCTGCACGAC −3′
20 µM
Sequence-based
reagent
Adgrg1fl/+ floxedIntegrated DNA
Technologies (IDT)
5′- CACGAGACTAGTGA
GACGTGCTA −3′
20 µM
Peptide, recombinant
protein
laminin IR and D Systems3400-010-01
Peptide,
recombinant protein
fibronectinMillipore341668
Commercial
assay or kit
DIG RNA labeling kitRoche Applied
Science
11175025910
Chemical
compound, drug
BlackGoldMilliporeAG105
Chemical
compound, drug
L-α-lyso-Lecithin, Egg YolkMillipore-Sigma440154LPC injections
Chemical
compound, drug
L-α-Lysophosphatidylcholine
from egg yolk
Sigma-AldrichL4129for organotypic slice culture
Chemical
compound, drug
tamoxifenSigma-AldrichT5648100 mg/kg/day tamoxifen
for five consecutive days for
adults; 50 mg/kg/day for
three consecutive days for
pups
Software,
algorithm
GraphpadGraphPad Software,
La Jolla, CA 92037 USA
Software,
algorithm
ImageJ(http://rsb.info.nih.gov/ij/)

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  1. Stefanie Giera
  2. Rong Luo
  3. Yanqin Ying
  4. Sarah D Ackerman
  5. Sung-Jin Jeong
  6. Hannah M Stoveken
  7. Christopher J Folts
  8. Christina A Welsh
  9. Gregory G Tall
  10. Beth Stevens
  11. Kelly R Monk
  12. Xianhua Piao
(2018)
Microglial transglutaminase-2 drives myelination and myelin repair via GPR56/ADGRG1 in oligodendrocyte precursor cells
eLife 7:e33385.
https://doi.org/10.7554/eLife.33385