| Antibodies |
|
| CD3 Antibody, clone UCHT1, fluorophore AF532 |
Invitrogen |
Cat# 58-0038-42; RRID: AB_11218675 |
| CD4 Antibody, clone SK3, fluorophore BUV805 |
BD |
Cat# 612888; RRID: AB_2870177 |
| CD8 Antibody, clone RPA-T8, fluorophore BV570 |
Biolegend |
Cat# 301038; RRID: AB_10933259 |
| CD14 Antibody, clone MφP9, fluorophore BB700 |
BD |
Cat# 566465; RRID: AB_2739737 |
| CD19 Antibody, clone SJ25C1, fluorophore BB700 |
BD |
Cat# 566396; RRID: AB_2744310 |
| CCR7 (CD197) Antibody, clone GO43H7, fluorophore BV605 |
BD |
Cat# 353223; RRID: AB_11124325 |
| CD45RA Antibody, clone HI100, fluorophore BUV563 |
BD |
Cat# 612927; RRID: AB_2870212 |
| CXCR3 Antibody, clone G025H7, fluorophore Pacific blue |
Biolegend |
Cat# 353724; RRID: AB_2561441 |
| CXCR5 Antibody, clone RF8B2, fluorophore BV480 |
BD |
Cat# 566142; RRID: AB_2739540 |
| Tbet Antibody, clone 4B10, fluorophore BV785 |
Biolegend |
Cat# 644835; RRID: AB_2721566 |
| PD1 (CD279) Antibody, clone MIH4, fluorophore AF488 |
Invitrogen |
Cat# 53-9969-42; RRID: AB_2762480 |
| Lag3 Antibody, clone 11C3C65, fluorophore BV421 |
Biolegend |
Cat# 369314; RRID: AB_2629797 |
| FoxP3 Antibody, clone PCH101, fluorophore PE-Cy5 |
Invitrogen |
Cat# 15-4776-42; RRID: AB_1963595 |
| Tim3 Antibody, clone 7D3, fluorophore BV650 |
BD |
Cat# 565564; RRID: AB_2722547 |
| GZMK Antibody, clone G3H69, fluorophore PerCP-eF710 |
Invitrogen |
Cat# 46-8897-42; RRID: AB_2573854 |
| Tox Antibody, clone TXRX10, fluorophore PE |
Invitrogen |
Cat# 12-6502-82; RRID: AB_10855034 |
| Eomes Antibody, clone WD1928, fluorophore PE-eF610 |
Invitrogen |
Cat# 61-4877-42; RRID: AB_2574616 |
| GZMB Antibody, clone QA16A092, fluorophore APC-Fire750 |
Biolegend |
Cat# 372210; RRID: AB_2728376 |
| CD28 Antibody, clone CD28.2, fluorophore BUV737 |
BD |
Cat# 612815; RRID: AB_2870140 |
| CD56 Antibody, clone NCAM16.2, fluorophore BUV395 |
BD |
Cat# 563555; RRID: AB_2687886 |
| CCR6 Antibody, clone 11A9, fluorophore BUV496 |
BD |
Cat# 612948; RRID: AB_2833076 |
| Ki67 Antibody, clone B56, fluorophore AF700 |
BD |
Cat# 561277; RRID: AB_10611571 |
| CCR4 Antibody, clone 1G1, fluorophore BUV615 |
BD |
Cat# 613000; RRID: AB_2870269 |
| TCF7 Antibody, clone C63D9, fluorophore PE-Cy7 |
Cell Signaling Technology |
Cat# 90511S; RRID: AB_3086656 |
| HLA-DR Antibody, clone L243, fluorophore BV711 |
BD |
Cat# 752490; RRID: AB_2917483 |
| CD7 Antibody, clone M-T701, fluorophore APC |
BD |
Cat# 653312; RRID: AB_2870352 |
| CD3 Antibody, clone Sk7, fluorophore AF488 |
Biolegend |
Cat# 344810; RRID: AB_10576234 |
| CD4 Antibody, clone, fluorophore AF700 |
Invitrogen |
Cat# 56-0048-82; RRID: AB_657741 |
| CD8 Antibody, clone SK1, fluorophore BV570 |
Biolegend |
Cat# 344755; RRID: AB_2810546 |
| CD19 Antibody, clone HIB19, fluorophore BV421 |
Biolegend |
Cat# 302234; RRID: AB_10897802 |
| CD56 Antibody, clone NCAM16.2, fluorophore PE-Cy7 |
BD |
Cat# 335809; RRID: AB_399984 |
| CM2B4 Clone |
Santa Cruz |
136172; RRID: AB_2013156 |
| Anti-HLA-I antibody, EMR8-5 clone |
MBL International |
D367-3; RRID: AB_3086657 |
| Anti-Cytokeratin 20, Clone Ks20.8 |
Agilent |
GA77761-2; RRID: AB_3086658 |
| Anti-CD8, Clone C8/144B |
Agilent |
GA62361-2; RRID: AB_3073940 |
| Anti-CD3, clone SP7 |
Invitrogen |
MA1-90582; RRID: AB_1956722 |
| Anti-HLA-DR, clone EP96 |
Bio SB |
BSB 6793; RRID: AB_3086660 |
| Anti-CD56, clone 123.C3 |
Bio SB |
BSB 5267; RRID: AB_3086661 |
| Anti-PD-L1 |
Cell Signaling Technology |
13684; RRID: AB_2687655 |
|
| Biological samples |
|
| Neoadjuvant Nivolumab PBMC |
Bristol Myers Squibb |
NCT02488759 |
| MCC Tumor and PBMC samples |
Nghiem lab repository, University of Washington |
IRB Protocol 6585, Fred Hutch Cancer Center |
|
| Chemicals, peptides, and recombinant proteins |
|
| Peptides (See Tables S1, S3, and S6) |
Genscript, Piscataway, NJ |
Custom |
| Human Serum |
Valley Biomedical |
HS1004 |
| RPMI 1640 |
Corning |
15-040-CV |
| DMSO |
Millipore Sigma |
20–139 |
| Remel phytohemagglutinin-purified mitogen |
Thermofisher |
R30852801 |
| human recombinant IL-15 |
R&D systems |
BT-015-025 |
| natural interleukin IL-2 |
Hemagen |
906011 |
| MHC-I tetramers |
International Histocompatibility Working Group, Fred Hutch Cancer Center, Seattle WA |
Custom |
| DNAse I |
Worthington Biochemical |
LS002139 |
| dasatinib |
Selleck Chem |
S1021 |
| LIVE/DEAD™ Fixable Blue Dead Cell Stain Kit |
Invitrogen |
L23105 |
| autoMACS® Running Buffer |
Miltenyi |
130-091-221 |
| eBioscience™ Foxp3/Transcription Factor Staining Buffer Set |
Invitrogen |
00-5523-00 |
| AbC™ Total Antibody Compensation Bead Kit |
Invitrogen |
A10497 |
| ArC™ Amine Reactive Compensation Bead Kit |
Invitrogen |
A10346 |
| Fixable Viability Stain 780 |
BD |
565388 |
| MHC-I dextramers |
Immudex |
Custiom |
|
| Critical commercial assays |
|
| Chromium i7 Multiplex Kit, 96 rxns |
10× Genomics |
120262 |
| Chromium Single Cell 5′ Library & Gel Bead Kit |
10× Genomics |
1000014 |
| Chromium Single Cell 5′ Library Construction Kit |
10× Genomics |
1000020 |
| Chromium Single Cell V(D)J Enrichment Kit, Human T cell |
10× Genomics |
1000005 |
| Chromium Single Cell 5′ Feature Barcode Library Kit |
10× Genomics |
1000080 |
| Chromium i7 Multiplex Kit N Set A |
10× Genomics |
1000084 |
| Chromium Next GEM Chip G Single Cell Kit |
10× Genomics |
1000127 |
| Chromium Next GEM Single Cell 5′ Library and Gel Bead Kit v1.1 |
10× Genomics |
1000167 |
| QIAamp DNA FFPE tissue kit |
Qiagen |
56404 |
| QIAamp DNA Blood Mini Kit |
Qiagen |
51104 |
|
| Deposited data |
|
| CITEseq data |
This study |
GSE227054 |
| Alpha-beta TCRseq |
This study |
GSE227708 |
| CITEseq data, Patient A |
This study |
GSE227709 |
| Eberhardt et al. scRNAseq dataset |
Eberhardt et al. 2021 |
GSE180268 |
| Caushi et al. scRNAseq dataset |
Caushi et al. 2021 |
GSE173351 |
|
| Experimental models: Cell lines |
|
| Cos-7 cells |
ATCC |
Cat#CRL-1651 |
|
| Software and algorithms |
|
| CellRanger |
10× Genomics |
V3.10 |
| R |
CRAN |
v.4.1.2 |
| FlowJo |
FlowJo |
v.10.8.1 |
| scater |
CRAN |
v.1.22. |
| Seurat |
CRAN |
v.4.3. |
| ggplot2 |
CRAN |
3.4.0) |
| SCENIC |
CRAN |
v.1.2.4 |
| UCell |
CRAN |
v.1.99.1 |
| slingshot |
CRAN |
v.2.2.1 |
| clustree |
CRAN |
v.0.5. |
| scran |
CRAN |
v.1.22.1 |
| batchelor |
CRAN |
v1.10.0 |
| scuttle |
CRAN |
v.1.4.0 |
| DropletUtils |
CRAN |
v.1.14.2 |
| scds |
CRAN |
v.1.10.0 |
| phenograph |
CRAN |
v.0.99.1 |
| uwot |
CRAN |
v.0.1.14 |
| survminer |
CRAN |
v0.4. |
| netMHCpan |
DTU Health Tech |
v4.0 |