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Metabolism

Characterization of Distinct Subpopulations of Hepatic Macrophages in HFD/Obese Mice

  1. Hidetaka Morinaga1,
  2. Rafael Mayoral1,2,
  3. Jan Heinrichsdorff1,
  4. Olivia Osborn1,
  5. Niclas Franck1,
  6. Nasun Hah3,
  7. Evelyn Walenta1,
  8. Gautam Bandyopadhyay1,
  9. Ariane R. Pessentheiner1,4,
  10. Tyler J. Chi1,
  11. Heekyung Chung1,
  12. Juliane G. Bogner-Strauss4,
  13. Ronald M. Evans3,5,
  14. Jerrold M. Olefsky1⇑ and
  15. Da Young Oh1⇑
  1. 1Division of Endocrinology and Metabolism, Department of Medicine, University of California, San Diego, La Jolla, CA
  2. 2Networked Biomedical Research Center on Hepatic and Digestive Diseases (CIBERehd), Monforte de Lemos 3-5, Instituto de Salud Carlos III, Madrid, Spain
  3. 3Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA
  4. 4Institute of Biochemistry, Graz University of Technology, Graz, Austria
  5. 5Howard Hughes Medical Institute, Salk Institute for Biological Studies, La Jolla, CA
  1. Corresponding authors: Da Young Oh, dayoungoh{at}ucsd.edu, and Jerrold M. Olefsky, jolefsky{at}ucsd.edu.
  1. H.M. and R.M. contributed equally to this work.

Diabetes 2015 Apr; 64(4): 1120-1130. https://doi.org/10.2337/db14-1238
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    Figure 1

    Isolation and characterization of NPCs from lean and obese mouse liver. A: Schematic diagram of isolation of NPCs from NC-fed lean vs. HFD-fed obese mouse liver. B: FACS analysis of NPCs from lean (NC) and obese (HFD) mouse liver with CD11b and F4/80 gating. NC mouse liver R1 population is labeled in blue, HFD mouse liver R2 population is labeled in green, and R3 population is labeled in red. The scattergram is representative of five to six independent mice from each group. C: Representative histogram plots depict the distribution of values of side (indicating relative granularity, left panel) and forward (indicating relative size, right panel) light scatter obtained from FACS analysis of R2 and R3 population from panel B. D: The relative gene expression from R1, R2, and R3 cell populations obtained from FACS sorting is shown. Data represent mean ± SEM (n = 5–6). *P < 0.05 compared with R2 vs. R3. E: TNF-α, F4/80, and CD11b protein expression in lean and obese mouse liver analyzed by immunohistochemistry. The image is representative of six independent mice from each group. Scale bar indicates 100 μm.

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    Figure 2

    RHM isolation with PKH26 fluorescent labeling. A: Schematic diagram of RHM isolation and characterization with PKH26+ fluorescent-labeled monocytes. B: FACS analyses of PKH26+ cells isolated from lean or obese mouse livers 1, 5, or 16 days after injection with PKH26+-labeled monocytes. Cells were first gated out of total NPCs for PKH26 and then plotted for F4/80+ and CD11b+ fluorescence. F4/80low/CD11b+ (blue-gated) and F4/80high/CD11b+ (red-gated) fraction, similar to the R3 and R2 cells observed in Fig. 1B. The scattergram is representative of four to five independent mice from each group. C: Average number of PKH26+ cells from lean and obese mouse liver was analyzed by FACS and then plotted as fold induction ± SEM from three independent experiments (n = 4 in each group). *P < 0.05 compared with NC vs. HFD. D: FACS analysis of the average number of PKH26+ cells isolated from HFD-fed recipient mice after injection PKH26+-labeled monocytes from WT or CCR2 KO donor mice. Mean ± SEM from three independent experiments (n = 5 in each group). *P < 0.05 compared with WT vs. CCR2 KO. E: TNF-α+ (left) and interleukin-6+ (right) cells were gated out of PKH26+ cells from NPCs of lean and obese mouse liver by FACS and then plotted as the mean ± SEM from three independent experiments (n = 5 in each group). *P < 0.05 compared with NC vs. HFD. F: Western blot analysis of TNF-α protein expression in PKH26+ cells from lean and obese mouse NPCs. PKH26+ cells from lean and obese mouse NPCs were sorted by FACS and then cultured overnight before protein isolation. HSP90 was used as the loading control. The image is representative from three independent Western blots (n = 2 for each group per Western blot).

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    Figure 3

    Identification of KCs in mouse liver. A: Schematic diagram of the irradiation model used to distinguish KC and RHM. i.v., intravenous. B: FITC+ KCs and PKH26+ newly infiltrating macrophages from HFD mice were plotted in forward and side scatter. The scattergram is representative of five independent mice. C: Whole-liver FITC+ KC numbers from mice fed NC were compared with mice after 12 weeks of HFD feeding. Data represent mean ± SEM (n = 5–6). D: MCP-1 and CCR2 mRNA expression were measured from FACS-sorted KCs and RHMs isolated from NC and HFD mice. Data represent mean ± SEM (n = 5). *P < 0.05 compared with KC vs. RHM. E: Hepatic glucose production assay in mouse hepatocytes. Hepatocytes were cultured with conditioned media from FACS-sorted KCs and RHMs from NC (N) and HFD (H) mice. Data represent mean ± SEM (n = 5). *P < 0.05 compared with glucagon and insulin in RPMI.

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    Figure 4

    RNA-seq analysis of KCs and RHMs from NC- and HFD-fed mice. A: Principal component analysis of expressed genes in KCs and RHMs from NC- or HFD-fed mice. Samples representing three biological replicates cluster together (KC-NC, red; KC-HFD, blue; RHM-NC, green; RHM-HFD, black). B: Bar chart shows the number of differentially expressed genes between cell types (KC vs. RHM) and diets (NC vs. HFD). C: Venn diagram shows common and distinct differentially expressed genes induced by the HFD within cell types. D: Heat map shows differentially expressed inflammatory response genes between KCs and RHMs from mice fed NC and the HFD in a four-way comparison. Gene counts were adjusted for cell number as KC increase 1.17-fold on HFD and RHMs increase 5.8-fold. Upregulated genes are colored red, downregulated genes are colored blue, and darker colors reflect higher fold changes. RNA-seq studies used three biological replicates per each group.

Tables

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  • Table 1

    Cell surface markers to distinguish between KCs and RHMs*

    SymbolDescriptionNCHFD
    KCRHMf(KC/RHM)KCRHMf(KC/RHM)
    KC marker†
     F8Coagulation factor VIII20,3554,238512,0741,19810
     KitKit oncogene11,3002,18655,43049211
     Wnt2Wingless-related MMTV integration site 24,83681862,58023311
     PrelpProline arginine-rich end leucine-rich repeat3,48569952,38323410
     Masp1Mannan-binding lectin serine peptidase 12,39645051,91518211
     VwfVon Willebrand factor homolog2,32041667871217
     Wnt9bWingless-type MMTV integration site 9B1,14915672882114
     SelpSelectin, platelet97317851,0068712
     Cdh13Cadherin 1392911489826415
     Dkk3Dickkopf homolog 3 (Xenopus laevis)9111566447499
     TnxbTenascin XB82815455774114
     Col3a1Collagen, type III, α 175210087114615
     Fbln2Fibulin 23556163973212
     PdgfdPlatelet-derived growth factor, D polypeptide3436652312310
     Col1a2Collagen, type I, α 23815963792913
     Col1a1Collagen, type I, α 13575074232021
    RHM marker†
     C1qaComplement component 1, q subcomponent, α polypeptide15,63580,760539,139107,3293
     C1qcComplement component 1, q subcomponent, C chain15,45974,157534,12998,7103
     Apoc1Apolipoprotein C-I2,51012,32552,73410,2364
     C4bComplement component 4B (Chido blood group)2,3617,77332,7988,6563
     Gbp2bGuanylate binding protein 2b1,1565,56953,82413,6254
     C6Complement component 69278,11891,1426,3036
     Kif23Kinesin family member 239122,63331,2573,4363
     CpqCarboxypeptidase Q6612,88441,5714,2433
     C4aComplement component 4A (Rodgers blood group)22186942247803
     KcpKielin/chordin-like protein754716632314
     Slc1a3Solute carrier family 1 (glial high affinity glutamate transporter), member 3362206722283
    • *Differentially expressed genes between KC and RHMs that were classified within the GO cellular component term “extracellular region part” are listed.

    • †The top 16 KC marker genes listed are expressed at least fivefold higher in KC vs. RHM from NC- or HFD-fed mice. The top 11 RHM markers are all expressed at least threefold higher in RHMs vs. KCs. All markers are expressed at 200 counts per gene or more. RNA-seq studies used three biological replicates per each group.

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Characterization of Distinct Subpopulations of Hepatic Macrophages in HFD/Obese Mice
Hidetaka Morinaga, Rafael Mayoral, Jan Heinrichsdorff, Olivia Osborn, Niclas Franck, Nasun Hah, Evelyn Walenta, Gautam Bandyopadhyay, Ariane R. Pessentheiner, Tyler J. Chi, Heekyung Chung, Juliane G. Bogner-Strauss, Ronald M. Evans, Jerrold M. Olefsky, Da Young Oh
Diabetes Apr 2015, 64 (4) 1120-1130; DOI: 10.2337/db14-1238

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Characterization of Distinct Subpopulations of Hepatic Macrophages in HFD/Obese Mice
Hidetaka Morinaga, Rafael Mayoral, Jan Heinrichsdorff, Olivia Osborn, Niclas Franck, Nasun Hah, Evelyn Walenta, Gautam Bandyopadhyay, Ariane R. Pessentheiner, Tyler J. Chi, Heekyung Chung, Juliane G. Bogner-Strauss, Ronald M. Evans, Jerrold M. Olefsky, Da Young Oh
Diabetes Apr 2015, 64 (4) 1120-1130; DOI: 10.2337/db14-1238
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