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Supplementary Figure 1 A B 0 10 20 30 40 Cell No. per gram (×10 5 ) F4/80 + CD11b + 0 1000 2000 3000 0 10 20 30 40 50 (g) (g) ** *** C Body weight VAT weight Supplementary Figure 1. High fat diet caused VAT inflammation and metabolic dysfunction. WT mice were fed a high-fat diet (HFD) beginning at 4 weeks of age for 14 weeks. Age-matched WT mice fed a normal diet (ND) were used a control. A. Body and VAT weights (n = 6 mice per group). B. Oral glucose tolerance test (OGTT) and insulin tolerance test (ITT) (n = 6 mice per group). C. Quantitative analysis of macrophages (F4/80 + CD11b + ) in VAT (n = 6 mice per group). D. Analysis of macrophage polarization status. CD11c high CD206 low macrophages vs. CD11c low CD206 high macrophages (n = 6 mice per group). E. Crown-like structures in VAT. Adipocytes (BODIPY, red), Lectin (yellow), Nuclei (DAPI, blue) and F4/80 (pink). Scale bars, 100 μm. Graphs show mean ± SEM; *P < 0.05; **P < 0.001; ***P < 0.0001, by two-tailed Student’s t test. * ND HFD 0 100 200 300 400 500 600 0 15 30 60 120 * 0 20 40 60 80 100 120 0 15 30 60 120 HFD ND Glucose (mg/dl) % Change OGTT ITT min min * * * * * * * ND HFD F4/80 + CD11b + cells 0 20 40 60 80 100 0 20 40 60 80 100 % of F4/80 + CD11b + % of F4/80 + CD11b + CD11c CD206 HFD 56.5 37.0 CD206 CD11c ND 12.4 78.4 D * * HFD VAT Adipocyte Lectin Nuclei F4/80 Merge E CD11c high CD206 low CD11c low CD206 high ND HFD 100 μm

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Supplementary Figure 1

A

B

0

10

20

30

40

Cell

No.

per

gra

m (×

10

5)

F4/80+ CD11b+

0

1000

2000

3000

0

10

20

30

40

50

(g)

(g)

**

***

C

Body weight VAT weight

Supplementary Figure 1. High fat diet caused VAT inflammation and metabolic dysfunction.

WT mice were fed a high-fat diet (HFD) beginning at 4 weeks of age for 14 weeks. Age-matched WT mice fed a normal diet (ND) were

used a control. A. Body and VAT weights (n = 6 mice per group). B. Oral glucose tolerance test (OGTT) and insulin tolerance test (ITT) (n

= 6 mice per group). C. Quantitative analysis of macrophages (F4/80+ CD11b+) in VAT (n = 6 mice per group). D. Analysis of macrophage

polarization status. CD11chigh CD206low macrophages vs. CD11clow CD206high macrophages (n = 6 mice per group). E. Crown-like

structures in VAT. Adipocytes (BODIPY, red), Lectin (yellow), Nuclei (DAPI, blue) and F4/80 (pink). Scale bars, 100 μm. Graphs showmean± SEM; *P < 0.05; **P < 0.001; ***P < 0.0001, by two-tailed Student’s t test.

*

ND

HFD

0

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600

0 15 30 60 120

*

0

20

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HFD

ND

Glu

cose (

mg/d

l)

% C

hange

OGTT ITT

min min

* *

*

*

*

*

*

ND

HFD

F4/80+ CD11b+ cells

0

20

40

60

80

100

0

20

40

60

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100

% o

f F

4/8

0+

CD

11b

+

% o

f F

4/8

0+

CD

11b

+

CD11c

CD

206

HFD

56.5

37.0

CD

206

CD11c

ND

12.4

78.4

D

*

*

HF

D V

AT

Adipocyte Lectin Nuclei F4/80 MergeE

CD11chigh CD206low CD11clow CD206high

ND

HFD

100 μm

Supplementary Figure 2

A

Rela

tive E

xpre

ssio

n (

AU

)

Rela

tive E

xpre

ssio

n (

AU

)

0

0.5

1

1.5

Rela

tive E

xpre

ssio

n (

AU

)

Satb1 Cebpa Eef1a1 Dusp10

n.s.

0

0.5

1

1.5

0

1

2

3

0

0.5

1

1.5

0.9 5.8

13.979.4

SA-β-gal

CD

153

CD4+ T cells

0

20

40

60B cells

IgG

in

culture

sup.

(ng/m

l)

Supplementary Figure 2. Characterization of splenic CD153+ PD-1+ CD4+ T cells of HFD-fed obese mice.

PD-1−, CD153− PD-1+, and CD153+ PD-1+ CD4+ T cells were separately isolated from spleen from WT mice fed a HFD. A. Spp1, Satb1,

Cebpa, Eef1a1, and Dusp10 expression were analyzed by real-time PCR analysis (n = 5 mice per group). B. A representative flow

cytometric analysis demonstrated SA-β-gal activity of PD-1+ and PD-1− CD4+ T cells (n = 3 mice per group). C. Cells were activated with

anti-CD3/CD28 mAb in the presence of B cells from WT mice fed 18-week-old HFD for 7 days. IgG levels in the supernatant were

determined by ELISA (n = 5 mice per group). D. A representative flow cytometric analysis of CD153+ and EGFP-Spp1 in PD-1high, PD-1low,

PD-1null CD4+ T cells obtained from spleen of EGFP-Spp1 KI reporter mice fed a HFD. E. A representative flow cytometric analysis of

CD153 and EGFP-Spp1 in CD8+ T cells and B cells obtained from VAT of EGFP-Spp1 KI reporter mice fed a HFD. F. A representative flow

cytometric analysis of EGFP-Spp1 in indicated cells obtained from VAT of EGFP-Spp1 KI reporter mice fed a HFD. Red box showed high

fluorescence intensity of GFP in CD153+ PD-1+ CD4+ T cells. Flow cytometric plots are representative of at least three independentexperiments. Graphs show mean ± SEM; Not significant (n.s.); * P < 0.05; ** P < 0.001; ***P < 0.0001, by ANOVA followed by post hoc

Bonferroni tests.

***

***n.s.

Spleen cells

PD-1- CD4

CD153- PD-1+ CD4

CD153+ PD-1+ CD4

n.s.

**

Rela

tive E

xpre

ssio

n (

AU

)

n.s.

*

B C

Rela

tive E

xpre

ssio

n (

AU

)

0

20

40

60

80

100

******

Spp1

****** Co-cultured with splenic

PD-1- CD4

CD153- PD-1+ CD4

CD153+ PD-1+ CD4

10.8 1.5

0.3

Total CD4+ T cells

GFP

CD

153

PD-1 high PD-1 low PD-1 null

3.820.5

1.7

1.3

0.9

11.1 2.5 0.2

0.5

Spleen

0 102

103

104

105

CD8+ T cells

0 102

103

104

105

B cells

Control

CD8Control

B cell

GFP

Spleen

GFP

0 102

103

104

105

Control

PD-1- CD4

CD153- PD-1+ CD4

CD153+ PD-1+ CD4

Macrophage

Spleen

D

E F

Supplementary Figure 3

300 μm

Adipocyte CFSE Nuclei Merge

A B

C

D

0 102

103

104

105

CFSE

0

Count

control

Liver

VAT

Supplementary Figure 3. Ultrasound imaging-guided intra-adipose injections of cells.

CFSE-labeled CD4+ T cells were directly injected into VAT. A. Ultrasound guidance allowed us to visualize the injection needle's path.

B. VAT of recipient mice transplanted with CFSE-labeled CD4+ T cells. C. Engraftment of injected CFSE-labeled CD4+ T cells in VAT.D. Flow cytometric analysis of CFSE+ cells within VAT and liver of recipient mice.

Supplementary Figure 4

Body w

eig

ht

(g)

0

5

10

15

20

25

30n.s.

VA

T w

eig

ht

(mg)

Fo

od in

take (

g)

0

0.5

1

1.5

2

CD153+ PD-1+ CD4

Vehicle

0

100

200

300

400

500

600 Transferred cells

Supplementary Figure 4. Adoptive transfer of CD153+ PD-1+ CD4+ T cells induces VAT inflammation and insulin resistance in leanmice on a normal diet.

Indicated cells were separately isolated from spleen from mice fed a HFD. Next, 1×105 cells were transferred directly into VAT of individual

recipient ND-fed lean mice 3 times per week for 2 weeks. ND-fed lean mice receiving vehicle (thermoreversible gelation polymer) were

used as control group. A. Comparison of body weight, VAT weight, and food intake between mice transferred control regent or CD153+ PD-1+ CD4+ T cells (n = 5 mice per group). Graphs show mean± SEM; Not significant (n.s.), by two-tailed Student’s t test.

n.s.

n.s.

Supplementary Figure 5

Supplementary Figure 5. The effect of OPN on immune response.

A. CD8+ T cells were cultured in the presence of coated anti-CD3/CD28 mAb in the presence or absence of recombinant OPN for 3 days.

IFN-γ in the culture supernatants was assessed by ELISA (n = 5 mice per group). B. CD4+ T cells were cultured with coated anti-CD3/CD28

mAb in the presence or absence of recombinant OPN for 3 days. IFN-γ, IL-17, and IL-10 in the culture supernatants were assessed by

ELISA (n = 5 mice per group). C. B cells from VAT were isolated from WT mice fed a HFD and cultured for 2 days with LPS in the presence

or absence of recombinant OPN (n = 5 mice per group). IL-10 in the culture supernatants was assessed by ELISA (n = 5 mice per group).

PD-1−, CD153− PD-1+, and CD153+ PD-1+ CD4+ T cells were separately isolated from VAT of WT mice fed a HFD. D. Cells were activated

with anti-CD3/CD28 mAb with an anti-OPN antibody or control IgG in the presence of VAT B cells from HFD-fed mice for 10 days. IgG

levels in the supernatant were determined by ELISA (n = 3 mice per group). E. Comparative analyses for macrophage migration assay.

Isolated peritoneal macrophages were plated in Boyden chambers and treated with conditioned medium of stimulated CD4+ T cells alongwith anti-OPN antibody or control IgG (n = 5 in each group). Graphs show mean± SEM; not detected (n.d.), *P < 0.05; **P < 0.001; ***P <

0.0001, by ANOVA followed by post hoc Bonferroni tests.

A

No stimulation

Anti-CD3/28

Anti-CD3/28 + OPN

0

20

40

60

80

Culture

sup.

(ng/m

l) ****

CD8+ cells

0

10

20

30

B

0

1

2

3

0

500

1000

1500

2000*** *

CD4+ cells

C

IFN-γ

Culture

sup.

(ng/m

l)

IFN-γ IL-17 IL-10

Culture

sup.

(ng/m

l)

Culture

sup.

(pg/m

l)

0

500

1000

1500

2000

Culture

sup..

(pg/m

l)

No stimulation

LPS

LPS + OPN

***

B cells

IL-10

n.d.

n.d. n.d. n.d.

*****

****

PD-1- CD4

CD153- PD-1+ CD4

CD153+ PD-1+ CD4

CD153+ PD-1+ CD4

+ Anti-OPN Ab

0

10

20

30

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DB cells

Control medium

Mig

ratio

n C

ell

No.

/ fie

ld

0

100

200

300

400

Macrophage migration

IgG

in

culture

sup.

(ng/m

l) Co-cultured with

Anti-CD3/CD28

***

******

******

**

***

E

PD-1- CD4

CD153- PD-1+ CD4

CD153+ PD-1+ CD4

CD153+ PD-1+ CD4

+ Anti-OPN Ab

Culture supernatant

Supplementary Figure 6

B cells

8.6

GL7

SS

C

Supplementary Figure 6. Obese VAT contained a significant proportion of B cells expressing GL7.

WT or μMT mice were fed either a normal diet (ND) or high-fat diet (HFD) for 14 weeks. A. A representative flow cytometric analysisdemonstrated the expression of GL7 in adipose B cells. Flow cytometric plots are representative of at least three independent experiments.

Supplementary Figure 7

A

0 102

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105

7-AAD0 10

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410

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C-A

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C-A

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CD4

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3

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CD153

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PD

-1

FSC-WF

SC

-H

SS

C-H

SSC-WP

D-1

CD44

B

0 103

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98.2

98.5

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99.9

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104

105

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103

104

105

CD153- PD-1+

CD4+ T cells

CD153- PD-1- CD153+ PD-1+

CD153

PD

-1

Supplementary Figure 7. Gating strategy for VAT PD-1+ CD4+ T cells and CD153+ PD-1+ CD4+ T cells.

A. Gating strategy for VAT PD-1+ CD4+ CD44high T cells and CD153+ PD-1+ CD4+ T cells. B. Purity of sorted PD-1−, CD153− PD-1+, andCD153+ PD-1+ CD4+ T cells.