resistance to pd1 blockade in the absence of ... · fig. s1 fig. s1. validation of the lag3nc...
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immunology.sciencemag.org/cgi/content/full/5/49/eabc2728/DC1
Supplementary Materials for
Resistance to PD1 blockade in the absence of metalloprotease-
mediated LAG3 shedding
Lawrence P. Andrews, Ashwin Somasundaram, Jessica M. Moskovitz, Andrea L. Szymczak-Workman, Chang Liu, Anthony R. Cillo, Huang Lin, Daniel P. Normolle, Kelly D. Moynihan, Ichiro Taniuchi, Darrell J. Irvine, John M. Kirkwood,
Evan J. Lipson, Robert L. Ferris, Tullia C. Bruno, Creg J. Workman, Dario A. A. Vignali*,
*Corresponding author. Email: [email protected]
Published 17 July 2020, Sci. Immunol. 5, eabc2728 (2020)
DOI: 10.1126/sciimmunol.abc2728
The PDF file includes:
Fig. S1. Validation of the LAG3NC conditional knock-in mouse. Fig. S2. Tumor growth and analysis of TILs isolated from Lag3NC.L/L and Lag3NC.L/L CD4Cre mice. Fig. S3. Restriction of LAG3NC to T cells affects anti-PD1–mediated tumor regression. Fig. S4. Single-cell RNA-seq analysis of MC38 tumor-infiltrating T cells isolated from Lag3NC.L/L and Lag3NC.L/L CD4Cre mice. Fig. S5. Transcriptomic analysis of LAG3NC conventional CD4+ T cells in the context of PD1 blockade. Fig. S6. Transcriptomic analysis of LAG3NC regulatory CD4+ T cells in the context of PD1 blockade. Fig. S7. Transcriptomic analysis of LAG3NC CD8+ T cells in the context of PD1 blockade. Fig. S8. Tumor growth of Lag3NC.L/L ThPOKCreERT2 mice and analysis of tumor-infiltrating conventional CD4+ T cells isolated from Lag3NC.L/L and Lag3NC.L/L CD4Cre mice in the context of PD1 blockade. Fig. S9. Tumor growth of Lag3NC.L/L Foxp3CreERT2 mice and analysis of tumor-infiltrating regulatory CD4+ T cells isolated from Lag3NC.L/L and Lag3NC.L/L CD4Cre mice in the context of PD1 blockade. Fig. S10. Tumor growth of Lag3NC.L/L E8ICre.GFP mice and analysis of tumor-infiltrating CD8+ T cells isolated from Lag3NC.L/L, Lag3NC.L/L CD4Cre, and Lag3NC.L/L E8ICre.GFP mice in the context of PD1 blockade. Fig. S11. Adoptive transfer of CD8+ pmel into B16-gp100 tumor-bearing Lag3NC.L/L and Lag3NC.L/L CD4Cre mice. Fig. S12. Inhibition of ADAM10-mediated LAG3 shedding in vitro and in vivo. Fig. S13. LAG3 and ADAM10 expression on PBL and TIL isolated from patients with metastatic melanoma (cohort A).
Fig. S14. LAG3 and ADAM10 expression on PBL isolated from patients with advanced skin cancer (cohort B). Fig. S15. LAG3 and ADAM10 expression on PBL and TIL isolated from patients with HNSCC (cohort C). Fig. S16. LAG3 and ADAM10 expression on PBL isolated from treatment-naïve patients with HNSCC (cohort D).
Other Supplementary Material for this manuscript includes the following: (available at immunology.sciencemag.org/cgi/content/full/5/49/eabc2728/DC1)
Table S1 (Microsoft Excel format). Fold change and corrected P value for BD between random and sample conditions. Table S2 (Microsoft Excel format). Cohort A clinical information of patient with metastatic melanoma. Table S3 (Microsoft Excel format). Patient cohort B clinical information. Table S4 (Microsoft Excel format). Cohort C clinical information of patient with HNSCC patient. Table S5 (Microsoft Excel format). Cohort D clinical information of treatment-naïve patient with HNSCC. Table S6 (Microsoft Excel format). Raw data file.
Fig. S1
Fig. S1. Validation of the LAG3NC
conditional knock-in mouse. (A) LAG3 D4 domain, connecting peptide and transmembrane domain showing 12 amino acid residues of the connecting peptide removed (HSARRISGDLKG in red) in exon 7 to result in a non-cleavable form of LAG3. (B and C) Splenocytes were isolated from Lag3
NC.L/L,
Lag3NC.L/L
CD4Cre
or Lag3NC.L/L
E8ICre.GFP
mice and stimulated for 48 hours with 1 µg/ml anti-CD3. (D) Splenocytes were isolated from Lag3
NC.L/L ThPOK
CreERT2
mice that have received five consecutive intraperitoneal injections of tamoxifen (1 mg in 5% EtOH/sunflower oil) or vehicle and stimulated for 48 hours with 1 µg/ml anti-CD3. (E) Splenocytes were isolated from Lag3
NC.L/L Foxp3
CreERT2.GFP Rosa26LSLtdTomato
mice that have received tamoxifen or vehicle and stimulated as in (D). (F) CD4
+ or CD8
+ T cells were sorted from splenocytes isolated from Lag3
NC.L/L,
Lag3NC.L/L
CD4Cre
or Lag3NC.L/L
E8ICre.GFP
mice and stimulated with plate-bound anti-CD3 and soluble anti-CD28 (5 µg/ml) for 96 hours. Soluble LAG3 (sLAG3) was detected by ELISA in the supernatant. (G) sLAG3 was assessed in serum of Lag3
NC.L/L, Lag3
NC.L/L CD4
Cre, Lag3
NC.L/L E8I
Cre.GFP or LAG3.KO mice by ELISA. Results represent the mean of two independent experiments. **P < 0.01, ***P < 0.001 and ****P < 0.0001 by (F and G) unpaired t test.
Fig. S2
Fig. S2. Tumor growth and analysis of TILs isolated from Lag3NC.L/L and Lag3
NC.L/L CD4
Cre mice. Tumor
growth of Lag3NC.L/L and Lag3
NC.L/L CD4
Cre mice receiving (A) 5X10
5 MC38 adenocarcinoma cells subcutaneously
or (B) 1.25X105 B16-F10 melanoma cells intradermally. TIL was harvested at day 14 from Lag3
NC.L/L and Lag3
NC.L/L CD4
Cre mice injected with 5X10
5 MC38 adenocarcinoma cells subcutaneously and stained for (C)
LAG3 (MFI), (D) LAG3 (%), (E) TIGIT, (F) PD1, (G) 2B4, (H) TIM3, (I) Bcl2, (J) cleaved Caspase-3 (cCasp3), (K)
Ki67, (L) phospho-AKT (pAKT) and (M) phospho-S6 (pS6) on CD4+Foxp3
+, CD4
+Foxp3
– and CD8
+ T cells.
Results represent the mean of two (B, L and M) or three (A and C to K) independent experiments. *P < 0.05 and **P < 0.01. n.s., not significant by (A and B) two-way ANOVA and (C to M) unpaired t test. Error bars represent the means + SEM.
Fig. S3
Fig. S3. Restriction of LAG3NC
to T cells affects anti-PD1–mediated tumor regression. (A) Mean tumor growth curves of Lag3
NC.L/L and Lag3NC.L/L
CD4Cre
mice receiving 5X105 MC38 adenocarcinoma cells
subcutaneously and anti-PD1 or IgG (200 g) on days 6, 9 and 12 by intraperitoneal injection. (B) Individual tumor growth curves following secondary MC38 adenocarcinoma cell injection (2.5X10
5
cells
subcutaneous; day 42) of Lag3
NC.L/L and Lag3NC.L/L
CD4Cre
mice
following tumor resection (day 12) of primary MC38 tumor injection (5X10
5
cells) subcutaneously or sham control animals. Tumor growth of C57BL/6 mice receiving (C) B16-F10 (1.25X10
5
cells)
or (D) B16-gp100 (1.25X105
cells)
intradermally and immunized with Amph-gp100 or Amph-E7
vaccine subcutaneously on days 4 and 11 (20 g), with anti-PD1 or IgG as in (A). Results represent the mean of three (A) and two (B to D) independent experiments. *P < 0.05 and ****P < 0.0001. n.s., not significant by (A, C and D) two-way ANOVA. Error bars represent the means + SEM.
Fig. S4
Fig. S4. Single-cell RNA-seq analysis of MC38 tumor-infiltrating T cells isolated from Lag3NC.L/L and
Lag3NC.L/L
CD4Cre
mice. Lag3NC.L/L and Lag3
NC.L/L CD4
Cre mice were injected with 5X10
5 MC38 adenocarcinoma
cells subcutaneously and received anti-PD1 or IgG (200 g) by intraperitoneal injection on days 6, 9 and 12. (A) Flow cytometric gating strategy for sorting of CD45.2
+ CD4
+/CD8α
+/CD8β
+ cells from MC38 TIL. (B) Flow
cytometric analysis of MC38 TIL isolated from Lag3NC.L/L and Lag3
NC.L/L CD4
Cre mice receiving anti-PD1 or IgG at
d14 as in (A) showing relative proportions of CD8+, CD4
+Foxp3
– and CD4
+Foxp3
+ T cells.
Fig. S5
Fig. S5. Transcriptomic analysis of LAG3NC
conventional CD4+ T cells in the context of PD1 blockade.
Single-cell RNA-seq analysis of MC38 tumor-infiltrating CD4+Foxp3
– Tconvs isolated from Lag3
NC.L/L and Lag3NC.L/L
CD4Cre
mice at day 14 following injection with 5X105 MC38 adenocarcinoma cells subcutaneously and receiving
anti-PD1 or IgG (200 g) on days 6, 9 and 12 by intraperitoneal injection. (A) FltSNE projection showing overall
clustering of CD4+Foxp3
– Tconvs by sample type. (B) Number of cells per cluster identified in (A).
(C) Heatmap of
the top 10 differentially expressed genes in each cluster identified in (A). (D) Genes within select gene sets upregulated in cluster 2 relative to other clusters.
Fig. S6
Fig. S6. Transcriptomic analysis of LAG3NC
regulatory CD4+ T cells in the context of PD1 blockade. Single-
cell RNA-seq analysis of MC38 tumor-infiltrating CD4+Foxp3
+ Treg cells isolated from Lag3
NC.L/L and Lag3NC.L/L
CD4
Cre mice at day 14 following injection with 5X10
5 MC38 adenocarcinoma cells subcutaneously and receiving
anti-PD1 or IgG (200 g) on days 6, 9 and 12 by intraperitoneal injection. (A) Clustering of CD4+ Foxp3
+ Tregs by
DRAGON revealed a total of nine clusters across all samples. (B) Number of cells per cluster identified in (A). (C) Scaled sample enrichment in clusters identified in (A). (D) Gene set enrichment analysis showing enriched pathways in each cluster identified in (A).
(E) FltSNE projection showing overall clustering of CD4
+ Foxp3
+ Treg
cells by sample type. (F) Heatmap of the top 10 differentially expressed genes in each cluster identified in (A).
Fig. S7
Fig. S7. Transcriptomic analysis of LAG3NC
CD8+ T cells in the context of PD1 blockade. Single-cell RNA-
seq analysis of MC38 tumor-infiltrating CD8+ T cells isolated from Lag3
NC.L/L and Lag3
NC.L/L CD4
Cre mice at day 14
following injection with 5X105 MC38 adenocarcinoma cells subcutaneously and receiving anti-PD1 or IgG (200 g)
on days 6, 9 and 12 by intraperitoneal injection. (A) Clustering of CD8+ T cells by DRAGON revealed a total of six
clusters across all samples. (B) Number of cells per cluster identified in (A). (C) Scaled sample enrichment in clusters identified in (A). (D) Gene set enrichment analysis revealed enriched pathways in each cluster identified in (A). (E) FltSNE projection showing overall clustering of CD8
+ T cells by sample type. (F) Heatmap of the top 10
differentially expressed genes in each cluster identified in (A).
Fig. S8
Fig. S8. Tumor growth of Lag3NC.L/L
ThPOKCreERT2
mice and analysis of tumor-infiltrating conventional CD4+
T cells isolated from Lag3NC.L/L
and Lag3NC.L/L
CD4Cre
mice in the context of PD1 blockade. (A) Mean tumor growth curves of Lag3
NC.L/L and Lag3
NC.L/L ThPOK
CreERT2 mice receiving 5X10
5 MC38 adenocarcinoma cells
subcutaneously and anti-PD1 or IgG (200 g) on days 6, 9 and 12 by intraperitoneal injection, as well as five consecutive intraperitoneal injections of tamoxifen (1 mg in 5% EtOH/sunflower oil) from days 0 to 4. (B) TIL was harvested at day 14 from Lag3
NC.L/L or Lag3
NC.L/L CD4
Cre mice injected with 5X10
5 MC38 adenocarcinoma cells
subcutaneously receiving anti-PD1 or IgG (200g) on days 6, 9 and 12 by intraperitoneal injection. Mice that received anti-PD1 were stratified into non-responders (N) and responders (R) to treatment. (C) IFN-γ and (D) TNF-α from CD4
+Foxp3
– TIL was assessed in mice described in (B), following re-stimulation with phorbol myristate
acetate (PMA) and ionomycin for 4 hours in the presence of brefeldin A. (E) KLRG1 staining was assessed in mice described in (B). (F) Representative flow plots of KLRG1 and TNF-α from CD4
+Foxp3
– TIL described in (B). (G)
Cleaved caspase-3 and (H) Bcl2 staining of CD4+Foxp3
– TIL was assessed in mice described in (B). Results
represent the mean of three independent experiments. *P < 0.05, **P < 0.01, ***P < 0.001 and ****P < 0.0001. n.s., not significant by (A) two-way ANOVA and (B to E, G and H) Mann-Whitney Test.
Fig. S9
Fig. S9. Tumor growth of Lag3NC.L/L
Foxp3CreERT2.GFP
mice and analysis of tumor-infiltrating regulatory CD4+
T cells isolated from Lag3NC.L/L
and Lag3NC.L/L
CD4Cre
mice in the context of PD1 blockade. (A) Survival, (B) mean tumor growth curves and (C) individual tumor growth curves of Foxp3
CreERT2.GFP, Lag3
NC.L/L and Lag3
NC.L/L
Foxp3CreERT2.GFP
mice receiving 5X105 MC38 adenocarcinoma cells subcutaneously and anti-PD1 or IgG (200 g)
on days 6, 9 and 12 by intraperitoneal injection, as well as five consecutive intraperitoneal injections of tamoxifen (1 mg in 5% EtOH/sunflower oil) from days 0 to 4. (D) TIL was harvested at day 14 from Lag3
NC.L/L or Lag3
NC.L/L
CD4Cre
mice injected with 5X105 MC38 adenocarcinoma cells subcutaneously receiving anti-PD1 or IgG (200 g)
on days 6, 9 and 12 by intraperitoneal injection and frequency of Foxp3+
Tregs (%CD4+ T cells) was assessed. (E)
BrdU+ Ki67
+ in CD4
+Foxp3
+ TIL was assessed in mice that received an intraperitoneal injection of BrdU 12 hours
before harvest. (F) Cleaved caspase-3 and (G) Bcl2 staining in CD4+Foxp3
+ TIL was assessed in mice, described
in (D). Results represent the mean of three independent experiments. *P < 0.05, **P < 0.01 and ****P < 0.0001. n.s., not significant by (A) log-rank (Mantel-Cox), (B) two-way ANOVA and (D to G) Mann-Whitney Test.
Fig. S10
Fig. S10. Tumor growth of Lag3NC.L/L
E8ICre.GFP
mice and analysis of tumor-infiltrating CD8+ T cells isolated
from Lag3NC.L/L
, Lag3NC.L/L
CD4Cre
, and Lag3
NC.L/L E8I
Cre.GFP mice in the context of PD1 blockade. (A) Mean
tumor growth curves of Lag3NC.L/L
and Lag3NC.L/L
E8ICre.GFP
mice receiving 5X10
5 MC38 adenocarcinoma cells
subcutaneously and anti-PD1 or IgG on days 6, 9 and 12 (200 g) by intraperitoneal injection. (B) TIL was harvested at day 14 from Lag3
NC.L/L, Lag3
NC.L/L E8I
Cre.GFP or Lag3
NC.L/L CD4
Cre mice injected with 5X10
5 MC38
adenocarcinoma cells subcutaneously receiving anti-PD1 or IgG (200 g) on days 6, 9 and 12 by intraperitoneal injection. Mice that received anti-PD1 were stratified into non-responders (N) and responders (R) to treatment. (C) IFN-γ and (D) TNF-α from CD8
+ TIL was assessed in mice described in (B) following restimulation with phorbol
myristate acetate (PMA) and ionomycin for 4 hours in the presence of brefeldin A. (E) BrdU+ Ki67
+ in CD8
+ TIL was
assessed in mice that received an intraperitoneal injection of BrdU 12 hours before harvest. (F) Cleaved caspase-3 and (G) Bcl2 staining of CD8
+ TIL was assessed in mice described in (B). Results represent the mean of three
independent experiments. *P < 0.05, **P < 0.01, ***P < 0.001 and ****P < 0.0001. n.s., not significant by (A) two-way ANOVA and (B to G) Mann-Whitney Test.
Fig. S11
Fig. S11. Adoptive transfer of CD8+ pmel into B16-gp100 tumor-bearing Lag3
NC.L/L and Lag3
NC.L/L CD4
Cre
mice. (A) Lag3NC.L/L
or Lag3NC.L/L
CD4Cre
mice received an adoptive transfer of 1x105
pmel (Thy1.1+) cells the day
before inoculation with 1.25X105
B16-gp100 melanoma cells intradermally. Mice received anti-PD1 (200 g) intraperitoneally on days 6, 9 and 12. (B) TIL, draining (DLN) and non-draining (NDLN) lymph nodes were harvested at day 15 and pmel (Thy1.1
+ CD8
+) infiltration was assessed. IFNγ was measured on both Thy1.1
+ and
Thy1.2+ CD8
+ T cells following re-stimulation with phorbol myristateacetate (PMA) and ionomycin for 4 hours in the
presence of brefeldin A. IFN-γ was correlated with (C) tumor size or (D) Thy1.1+CD8
+ T
cell frequency. (E)
Thy1.1+CD8
+ T
cell frequency was correlated with tumor size. Results represent the mean of three independent
experiments. n.s., not significant by (B) Mann-Whitney Test.
Fig. S12
Fig. S12. Inhibition of ADAM10-mediated LAG3 shedding in vitro and in vivo. (A) Foxp3Cre-YFP
mice were injected with 1.25X10
5 B16-F10 melanoma cells. At day 14 post tumor inoculation, CD8
+, CD4
+Foxp3
– and
CD4+Foxp3
+ TIL and peripheral populations were sorted. RNA was extracted using QIAGEN RNEasy MicroKit,
cDNA synthesized and Adam10 mRNA was assessed. (B) Purified CD4+Foxp3
– (YFP
–) or (C) CD8
+ T cell
splenocytes isolated from Foxp3Cre-YFP
mice and stimulated with anti-CD3 and cultured with GI254023X inhibitor (GI) or DMSO for 72 hours. Inhibition of soluble LAG3 release detected by ELISA. (D) Alzet osmotic pumps releasing 20mg/kg/d GI254023X inhibitor or DMSO were implanted in C57BL/6 mice and injected with 5X10
5 MC38
adenocarcinoma cells subcutaneously and anti-PD1 on days 6, 9 and 12 (200 g) by intraperitoneal injection. Soluble LAG3 was detected in the serum of the mice by ELISA. (E) TIL, draining (DLN) and non-draining (NDLN) lymph nodes were isolated from C57BL/6 or Lag3
NC.L/L CD4
Cre mice, as in (D) at day 15 post inoculation. IFN-γ from
CD8+ TIL was assessed following restimulation with phorbol myristate acetate (PMA) and ionomycin for 4 hours in
the presence of brefeldin A. (F) Tumor size was measured at day 15. Results represent the mean of three independent experiments. *P < 0.05, **P < 0.01, ***P < 0.001 and ****P < 0.0001. n.s., not significant by (A to F) unpaired t test. Error bars represent the means + SEM.
Fig. S13
Fig. S13. LAG3 and ADAM10 expression on PBL and TIL isolated from patients with metastatic melanoma (cohort A). Melanoma patient cohort A (Table S2). (A) Lymphocytes were isolated from peripheral blood (PBL) and tumor (TIL) from melanoma patients (n = 14), or healthy donors (n = 10) and stained fresh for (A to F) LAG3 or (G to L) ADAM10 on CD4
+Foxp3
– T cells, CD4
+Foxp3
+ T cells and CD8
+ T cells. Paired analysis of LAG3 and
ADAM10 expression was assessed on (M and N) CD4+Foxp3
– T cells, (O and P) CD4
+Foxp3
+ T cells and (Q and
R) CD8+ T cells. *P < 0.05, ** P <0.01, ***P < 0.001 and ****P < 0.0001. n.s., not significant by (A to L) unpaired t
test.
Fig. S14
Fig. S14. LAG3 and ADAM10 expression on PBL isolated from patients with advanced skin cancer (cohort B). Advanced metastatic melanoma patient cohort B (Table S3). Patients were stratified as responders or progressors following SOC anti-PD1, or anti-PD1 and anti-CTLA4 therapy. Lymphocytes were isolated from peripheral blood pre- and post-treatment and expression of (A to C) LAG3 expression on CD4
+Foxp3
– T cells,
CD4+Foxp3
+ T cells and CD8
+ T cells was assessed. (D and E) The change of LAG3 and ADAM10 expression
was assessed for CD4+ Foxp3
+ T cells and CD8
+ T cells and patients were stratified by responsiveness to
treatment. (F to H) ADAM10 expression on CD4+Foxp3
– T cells, CD4
+ Foxp3
+ T cells and CD8
+ T cells was
assessed. Paired analysis of LAG3 and ADAM10 expression was assessed on (I) CD4+Foxp3
+ T cells and (J)
CD8+ T cells. (K and L) LAG3:ADAM10 ratio was assessed for CD4
+Foxp3
+ T cells and CD8
+ T cells. *P < 0.05.
n.s., not significant by (A to C, F to H, K and L) Wilcoxon test and (D and E) unpaired t test.
Fig. S15
Fig. S15. LAG3 and ADAM10 expression on PBL and TIL isolated from patients with HNSCC (cohort C). Head and neck squamous cell carcinoma (HNSCC) patient cohort C (Table S4). (A) Lymphocytes were isolated from peripheral blood (PBL) and tumor (TIL) from HNSCC patients (n = 29), or healthy donors (HD; n = 5) and stained for (A to C) LAG3, (D to F) ADAM10 and (G to I) ADAM17 on CD4
+Foxp3
– T cells, CD4
+Foxp3
+ T cells
and CD8+ T cells. Paired analysis of LAG3 and ADAM10 expression was assessed on (J) CD4
+Foxp3
– T cells, (K)
CD4+Foxp3
+ T cells and (L) CD8
+ T cells. LAG3 expression on PBL or TIL was stratified by patient HPV status as
HPV positive (+), HPV negative (–) or non-determined (ND), on (M) CD4+Foxp3
– T cells, (N) CD4
+Foxp3
+ T cells
and (O) CD8+ T cells. *P < 0.05, **P < 0.01 and ***P < 0.001. n.s., not significant by (A to I and M to O) unpaired t
test.
Fig. S16
Fig. S16. LAG3 and ADAM10 expression on PBL isolated from treatment-naïve patients with HNSCC (cohort D). Head and neck squamous cell carcinoma (HNSCC) patient cohort D (Table S5). (A) Soluble LAG3 (sLAG3) was detected by ELISA in patient serum. Patients were stratified by stage of disease. (B) Lymphocytes were isolated from patient peripheral blood and ADAM10 expression was assessed on CD4
+Foxp3
– T cells,
CD4+Foxp3
+ T cells and CD8
+ T cells. Paired analysis of LAG3 and ADAM10 expression in patient PBL on (C)
CD4+Foxp3
+ T cells and (D) CD8
+ T cells. (E) Survival curve of advanced HNSCC patients (n = 25) with high
LAG3 (>23.5%) or low LAG3 (<23.5%) expression on CD4+Foxp3
– T cells. **P < 0.01 and ****P < 0.0001. n.s., not
significant by (A and B) unpaired t test and (E) log-rank (Mantel-Cox).