Differential accumulation of storage bodies with aging defines discrete subsets of microglia in the healthy brain

  1. Jeremy Carlos Burns
  2. Bunny Cotleur
  3. Dirk M Walther
  4. Bekim Bajrami
  5. Stephen J Rubino
  6. Ru Wei
  7. Nathalie Franchimont
  8. Susan L Cotman
  9. Richard M Ransohoff
  10. Michael Mingueneau  Is a corresponding author
  1. Multiple Sclerosis & Neurorepair Research Unit, Biogen, United States
  2. Department of Pharmacology & Experimental Therapeutics, Boston University School of Medicine, United States
  3. Emerging Neurosciences Research Unit, Biogen, United States
  4. Chemical Biology and Proteomics, United States
  5. Multiple Sclerosis Development Unit, Biogen, United States
  6. Center for Genomic Medicine, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, United States
  7. Third Rock Ventures, United States
9 figures, 1 table and 1 additional file

Figures

Figure 1 with 1 supplement
Cellular autofluorescence identifies two discrete and novel microglia subsets.

(A) Representative flow cytometry scatterplot showing CD45 and CD11B surface levels in a brain single cell suspension and histogram of autofluorescence (AF) signal in DAPI CD45dim CD11B+ microglia …

Figure 1—figure supplement 1
Autofluorescence identifies two discrete microglia subsets across brain regions and in both male and female mice.

Related to Figure 1. (A) Flow cytometry gating strategy used to identify microglia and AF subsets. (B) Percent AF+ microglia detected in 6-month-old mice across multiple independent experiments. …

Figure 2 with 1 supplement
Natural aging increases microglia AF signal intensity solely within AF+ cells.

(A) Representative imaging flow cytometry images and (B) corresponding quantitation of average AF area per cell in AF+ and AF CD45dimCD11B+ microglia isolated from 3- and 10-month old mice. …

Figure 2—figure supplement 1
Microglial autofluorescence increases with age in multiple flow cytometry channels and is unique to microglia.

Related to Figure 2C,D. (A) Representative flow cytometry histograms of AF intensity in the entire microglia population for multiple cytometer excitation lasers and emission filter wavelengths …

AF+ microglia selectively accumulate intracellular storage bodies with age.

(A) Representative TEM images of sorted microglia subsets from 3- to 18-month-old mice. Red arrowheads point to storage bodies. Scale bars = 2 µm. Insets depict higher magnification images of …

Figure 4 with 1 supplement
Microglia AF subsets exhibit differential population dynamics upon depletion and replenishment of the microglia niche.

(A) Representative flow cytometry scatterplots showing CD45 and CD11B surface levels in brain single cell suspensions from mice at indicated timepoints post treatment with vehicle or BLZ945 and (B) …

Figure 4—figure supplement 1
Repopulating microglia exhibit lower levels of AF.

Related to Figure 4C,D. (A) Representative flow cytometry histogram and (B) corresponding quantitation of microglia subset proportions 70 days after treatment with vehicle or BLZ945. Significance …

Proteomic analysis of isolated AF+ and AF microglia subsets reveals molecular differences in endolysosomal, autophagic and metabolic pathways.

(A) Volcano plot comparing protein abundance in AF+ and AF microglia (x-axis: Log2 abundance difference, y-axis: negative log Benjamini-Hochberg adjusted p value from two-tailed Student’s t-test) …

Figure 5—source data 1

AF+ versus AF- subset associated proteins.

Sheet 1: Description of the column headers. Sheet 2: Proteins which were differentially regulated (adj. p value < 0.05) between subsets.

https://cdn.elifesciences.org/articles/57495/elife-57495-fig5-data1-v2.xlsx
Figure 5—source data 2

Panther overrepresentation test of AF+ and AF- associated proteins.

Sheet 1: Description of the column headers. Sheet 2: Pathway overrepresentation testing for proteins upregulated in AF+ microglia. Sheet 3: Pathway overrepresentation testing for proteins upregulated in AF- microglia.

https://cdn.elifesciences.org/articles/57495/elife-57495-fig5-data2-v2.xlsx
Figure 5—source data 3

Ingenuity pathway analysis of differentially regulated proteins in AF subsets.

Sheet 1: Description of the column headers. Sheet 2: Overlap of differentially regulated proteins with IPA canonical pathways based on input list of 351 proteins with adj. p val <0.01 and fold change > |1.3|. Sheet 3: Upstream regulators identified by IPA based on input list of 351 differentially regulated proteins with adj. p val <0.01 and fold change > |1.3|.

https://cdn.elifesciences.org/articles/57495/elife-57495-fig5-data3-v2.xlsx
Figure 6 with 2 supplements
The accumulation of AF storage bodies in microglia is genetically-controlled.

(A, C, E, G, H, J) Representative flow cytometry histograms and quantitation of AF subset frequency and/or AF signal intensity in AF+ microglia isolated from mice of indicated genotypes. …

Figure 6—figure supplement 1
Characterization of microglia isolated from Mbp-deficient mice.

Related to Figure 6A,B. (A) Representative flow cytometry scatterplots depicting CLEC7A levels and AF intensity in microglia from mice of indicated genotypes and (B) corresponding quantitation of …

Figure 6—figure supplement 2
Characterization of microglia isolated from Atg5-deficient mice.

Related to Figure 6G,H,I. (A) Relative transcript expression of Atg5 quantified by RT-qPCR of FACS-isolated microglia from mice of indicated genotypes 1 or 8.5 months after tamoxifen-induced …

Figure 7 with 1 supplement
Advanced aging and lysosomal dysfunction lead to the preferential cellular loss of the AFhi microglia population.

(A) Representative flow cytometry histograms and (B, C) corresponding quantitation of AF subset frequencies (B) and absolute cell numbers (C) in 12- and 24-month-old naïve mice. Significance …

Figure 7—figure supplement 1
Lysosomal dysfunction leads to the preferential cellular loss of the AFhi microglia population.

Related to Figure 7E,H,I,J. (A) Quantitation of the frequency of AnnexinV+, DAPI microglia at 12- and 24 months of age in C57BL/6 mice. Significance established with 2-way repeated measures ANOVA …

Author response image 1
Author response image 2

Tables

Key resources table
Reagent type
(species) or resource
DesignationSource or referenceIdentifiersAdditional information
Chemical compound, drugBLZ945;
CSF1R inhibitor
PMID:24056773CAS No. 953769-46-5
Chemical compound, drugTamoxifenMillipore-SigmaCat# T5648
Biological sample (C. macaque)NHP brain samplesCharles River Labsfreshly isolated same day
OtherDAPIThermoFisherCat# 62248Cell impermeant blue-fluorescent DNA stain for viability used at a concentration of 0.1 µg/mL
Antibodyanti-mouse CD11b BV510 (rat monoclonal)BiolegendRRID:AB_2561390FlowCyt (1:200)
Antibodyanti-mouse CD45 BV785 (rat monoclonal)BiolegendRRID:AB_2564590FlowCyt (1:200)
Antibodyanti-mouse CX3CR1 BV421 (rat monoclonal)BiolegendRRID:AB_2565706FlowCyt (1:200)
Antibodyanti-mouse P2RY12 PE (rat monoclonal)BiolegendRRID:AB_2721644FlowCyt (1:200)
Antibodyanti-mouse TMEM119 (rabbit monoclonal)AbCamRRID:AB_2744673FlowCyt (1:100)
Antibodyanti-rabbit AlexaFluor488 (rat monoclonal)BiolegendRRID:AB_2563203FlowCyt (1:400)
OtherAnnexinV AlexaFluor647ThermoFisherCat# A23204Apoptotic cell labeling reagent
Antibodyanti-mouse CD68 FITC (rat monoclonal)BiolegendRRID:AB_10575475FlowCyt (1:300)
Antibodyanti-mouse LAMP1 AlexaFluor647 (rat monoclonal)BiolegendRRID:AB_571990FlowCyt (1:200)
Antibodyanti-mouse KI-67 BV421 (rat monoclonal)BiolegendRRID:AB_2629748FlowCyt (1:100)
Antibodyanti-mouse Ly6G PE (rat monoclonal)BD BiosciencesRRID:AB_394208FlowCyt (1:100)
Antibodyanti-mouse Ly6C PE (rat monoclonal)BiolegendRRID:AB_1186133FlowCyt (1:100)
Antibodyanti-mouse CD3 PE (rat monoclonal)BD BiosciencesRRID:AB_395699FlowCyt (1:100)
Antibodyanti-mouse CD19 PE (rat monoclonal)BD BiosciencesRRID:AB_395050FlowCyt (1:100)
Antibodyanti-mouse NK1.1 PE (rat monoclonal)BD BiosciencesRRID:AB_396674FlowCyt (1:100)
Antibodyanti-mouse CD45 AF488 (rat monoclonal)BiolegendRRID:AB_493531FlowCyt (1:100)
Antibodyanti-mouse CX3CR1 BV785 (rat monoclonal)BiolegendRRID:AB_2565938FlowCyt (1:200)
Antibodyanti-mouse CD11b APC (rat monoclonal)BiolegendRRID:AB_312794FlowCyt (1:200)
Antibodyanti-NHP CD45 BV786 (mouse monoclonal)BD BiosciencesRRID:AB_2738454FlowCyt (5 µL/test)
Antibodyanti-NHP CD11b BV510 (mouse monoclonal)BD BiosciencesRRID:AB_2737996FlowCyt (5 µL/test)
Genetic reagent (M. musculus)Cx3cr1tm2.1(cre/ERT2)Jung (Cx3cr1–CreERT2)PMID:23273845RRID:IMSR_JAX:020940Dr. Steffen Jung (Weizmann Institute of Science, Israel)
Genetic reagent (M. musculus)Atg5floxPMID:16625204Dr. Noboru Mizushima, (University of Tokyo)
Genetic reagent (M. musculus)Fcer1g-/-Taconic BiosciencesModel 583PMID:8313472
Genetic reagent (M. musculus)Trem2-/-KOMP repositoryRRID:MMRRC_050209-UCD
Genetic reagent (M. musculus)MbpshiJackson LaboratoryRRID:IMSR_JAX:001428PMID:6168677
Genetic reagent (M. musculus)Cln3e × 7/ex8 (Cln3 KI)PMID:12374761Dr. Susan Cotman (Harvard Medical School)
Software, algorithmFlowJo V10TreeStarRRID:SCR_008520
Software,
algorithm
Prism 8.0GraphpadRRID:SCR_002798
Software, algorithmFIJIFIJIRRID:SCR_002285
Software, algorithmMaxQuant Version 1.6.0.16Max PlanckRRID:SCR_014485
Software, algorithmPerseusMax PlanckRRID:SCR_015753
Software, algorithmIngenuity Pathway AnalysisQiagenRRID:SCR_008653
OtherPercollGE HealthcareCat# 17-0891-01Medium for density
gradient centrifugation
OtherMitotracker DeepRedFMThermoFisherCat# M22426Mitochondrial fluorescent dye, used at 50 nM
OtherCellROX DeepRedThermoFisherCat# C10491ROS fluorescent detection agent, used at 500 nM
Sequence based reagentAtg5 Taqman primersThermoFisherAssayID: Mm01187301_m1, Cat# 4351372Spanning exons 3–4
Commercial assay or kitRNEasy Plus MicroQiagenCat# 74034
Commercial assay or kitSuperScript IV VILO kitThermoFisherCat# 11754050
Sequence based reagentGapdh endogenous control primers, M. musculusThermoFisherCat# 4352339E
Commercial assay or kitQuantiTect Multiplex PCRQiagenCat# 204541
Software, algorithmPANTHERPANTHERRRID:SCR_004869
Peptide, recombinant proteinLysyl Endopeptidase, Mass Spectrometry Grade (Lys-C)WakoCat# 121–05063
Peptide, recombinant proteinSequencing Grade Modified TrypsinPromegaCat# V5113

Additional files

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