| 
 | 
| Antibodies | 
| 
 | 
| Multiplex immunohistochemistry antibody panel |  | See Table S3 | 
| Rat monoclonal anti-mouse/human PNAd, clone MECA-79 | BioLegend | Cat#120802; RRID: AB_493555 | 
| Mouse monoclonal anti-Human LAG-3, clone 17B4 | Novus Biologicals | Cat#NBP1-97657SS; RRID: AB_11162489 | 
| Rabbit monoclonal anti-Human TIM-3, clone DRDR5 | Cell Signaling Technology | Cat#45208S; RRID: AB_2716862 | 
| Monoclonal Biotin anti-rat IgM, clone MRM-47 | BioLegend | Cat#408903; RRID: AB_10571208 | 
| Mouse monoclonal anti-Human CD4 PE-CF594, clone RPA-T4 | BioLegend | Cat#562281; RRID: AB_11154597 | 
| Mouse monoclonal anti-Human CD8 APC, clone SK1 | BioLegend | Cat#344722; RRID: AB_2075388 | 
| Mouse monoclonal anti-Human CD19 PE, clone HIB19 | BioLegend | Cat#555413; RRID: AB_395813 | 
| Mouse monoclonal anti-Human CD11b BV421, clone LM2 | BioLegend | Cat#393114; RRID: AB_2750258 | 
| 
 | 
| Biological samples | 
| 
 | 
| Tumor biopsy before treatment | This paper | N/A | 
| Tumor samples after surgery | This paper | N/A | 
| Peripheral blood mononuclear cells | This paper | N/A | 
| 
 | 
| Chemicals, peptides, and recombinant proteins | 
| 
 | 
| Hematoxylin | Dako | Cat#S3301 | 
| Citra Plus Solutions | BioGenex | Cat# HK086-9K | 
| EDTA buffer | Sigma-Aldrich | Cat# E1161 | 
| Hydrogen peroxide solution | Sigma-Aldrich | Cat#H1009-500ML | 
| HistoFine Simple Stain MAX PO (Mouse) | Nichirei Bioscience | Cat#414132F | 
| HistoFine Simple Stain MAX PO (Rabbit) | Nichirei Bioscience | Cat#414142F | 
| HistoFine Simple Stain MAX PO (Rat) | Nichirei Bioscience | Cat#414311F | 
| VectaMount AQ Mounting Medium | Vector Laboratories | Cat#H-5501-60 | 
| Ficoll-Paque Plus | Sigma-Aldrich | Cat#GE17-1440-02 | 
| 
 | 
| Critical commercial assays | 
| 
 | 
| AEC Substrate Kit | Vector Laboratories | Cat#SK-4200 | 
| ImmPRESS HRP Goat Anti-Rabbit IgG Polymer Detection Kit | Vector Laboratories | Cat#MP-7451 | 
| ImmPRESS HRP Goat Anti-Mouse IgG Polymer Detection Kit | Vector Laboratories | Cat#MP-7452 | 
| ImmPRESS DAB peroxidase substrate Kit | Vector Laboratories | Cat#SK-4105 | 
| AllPrep DNA/RNA Micro Kit | Qiagen | Cat#80284 | 
| Qubit RNA HS Assay Kit | Invitrogen | Cat#Q32852 | 
| SMART-Seq v4 Ultra Low Input RNA Kit | Takara | Cat#634894 | 
| Zombie Green™ Fixable Viability Kit | BioLegend | Cat#423111 | 
| 
 | 
| Deposited data | 
| 
 | 
| Transcriptomic Data (raw) | This paper | GEO database: GSE197613 | 
| Whole exome sequencing data | This paper | dbGAP: phs003002.v1.p1 | 
| Code for genomics analysis | This paper | github.com/FertigLab/J1568_Bulk | 
| scRNA-seq database | Kinny-Koster et al., 2022 | https://doi.org/10.1101/2022.07.14.500096 | 
| 
 | 
| Software and algorithms | 
| 
 | 
| Aperio ImageScope v.12.3.2.8013 | Leica Biosystems | https://www.leicabiosystems.com/us/digital-pathology/manage/aperio-imagescope/ | 
| CellProfiler pipeline v.2.1.1 | Tsujikawa et al., 2017 | https://github.com/multiplexIHC/cppipe | 
| ImageJ v1.48 | Schneider et al., 2012 | https://imagej.nih.gov/ij/ | 
| FCS Express 7 Image Cytometry v7.10.0007 | De Novo Software | https://denovosoftware.com/full-access/download-landing/ | 
| Halo Image Analysis Platform v3.4.2986 | Indica Labs | https://indicalab.com/halo/ | 
| Kallisto v0.45.0 | Bray et al., 2016 | http://pachterlab.github.io/kallisto/ | 
| Tximport v1.22.0 | Soneson et al., 2015 | http://bioconductor.org/packages/tximport | 
| DESeq2 v1.36.0 | Love et al., 2014 | http://www.bioconductor.org/packages/release/bioc/html/DESeq2.html | 
| apeglm v1.18.0 | Zhu et al., 2019 | https://bioconductor.org/packages/release/bioc/html/apeglm.html | 
| MSigDb v7.5.1 | Zhu et al., 2019 | http://www.gsea-msigdb.org/gsea/msigdb | 
| LIMMA v3.52.2 | Ritchie et al., 2015 | http://www.bioconductor.org/packages/release/bioc/html/limma.html | 
| CIBERSORTx | Korotkevich et al., 2021 | https://cibersortx.stanford.edu/ | 
| MGIEasy Universal DNA Library Prep Set | MGI Tech Co., Ltd. | https://en.mgi-tech.com/products/reagents_info/id/8 | 
| MGIEasy Exome Capture V4 Probe Set | MGI Tech Co., Ltd. | https://en.mgi-tech.com/products/reagents_info/9/ | 
| SOAPnuke v2.0.7 | BGI Genomics | https://github.com/BGI-flexlab/SOAPnuke | 
| VCF2MAF v1.6.16 | Kandoth and Qwangmsk, 2018 | https://zenodo.org/record/1185418#.YugPFHZBxD8 | 
| Maftools package v2.8.05 | Mayakonda et al., 2018 | https://github.com/PoisonAlien/Maftools | 
| NetMHCpan v4.1b | Jurtz et al., 2017 | https://services.healthtech.dtu.dk/service.php?NetMHCpan-4.1 | 
| MiXCR v4.0 | Bolotin et al., 2015 | https://github.com/milaboratory/mixcr/releases | 
| IMMUNARCH v0.6.7 | ImmunoMindTeam, 2019 | https://immunarch.com/index.html | 
| Normalized Shannon’s Entropy algorithm | Hopkins et al., 2018 | https://doi.org/10.1172/jci.insight.122092 | 
| monocle3 v1.0.0 | Cao et al., 2019; Qiu et al., 2017; Trapnell et al., 2014 | http://cole-trapnell-lab.github.io/monoclerelease/monocle3/#installing-monocle-3 | 
| Seurat v4.1.1 | Butler et al., 2018; Hao et al., 2021; Stuart et al., 2019; Zeng et al., 2018 | https://cran.r-project.org/web/packages/Seurat/index.html | 
| fgsea v1.22.0 | Korotkevich et al., 2021 | https://bioconductor.org/packages/release/bioc/html/fgsea.html | 
| Domino v0.1.1 | Cherry et al., 2021 | https://github.com/Shamir-Lab/DOMINO/releases | 
| pySCENIC v0.11.0 | Aibar et al., 2017; Van de Sande et al., 2020 | https://github.com/aertslab/pySCENIC | 
| CellPhoneDB v2.0.0 | Efremova et al., 2020; Garcia-Alonso et al., 2021 | https://github.com/Teichlab/cellphonedb | 
| GraphPad Prism v9.3.1 | GraphPad Software | https://www.graphpad.com/scientificsoftware/prism/ | 
| 
 | 
| Other | 
| 
 | 
| Clinical trial protocol | This paper | Data S1 |