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. Author manuscript; available in PMC: 2022 Nov 17.
Published in final edited form as: Cancer Cell. 2022 Oct 27;40(11):1374–1391.e7. doi: 10.1016/j.ccell.2022.10.001

KEY RESOURCES TABLE.

REAGENT or RESOURCE SOURCE IDENTIFIER

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