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. Author manuscript; available in PMC: 2024 Aug 17.
Published in final edited form as: Cell. 2023 Aug 17;186(17):3686–3705.e32. doi: 10.1016/j.cell.2023.07.026

KEY RESOURCES TABLE

REAGENT or RESOURCE SOURCE IDENTIFIER
Antibodies
Alexa Fluor® 700 Anti-Human CD45 (Clone HI30) BioLegend Cat #: 304023;
RRID: AB_493760
V500 Mouse Anti-Human CD14 (Clone M5E2) BD Biosciences Cat #: 561391;
RRID: AB_10611856
V500 Mouse Anti-Human CD15 (Clone HI98) BD Biosciences Cat #: 561585;
RRID: AB_10896278
V500 Mouse Anti-Human CD19 (Clone HIB19) BD Biosciences Cat #: 561125;
RRID: AB_10563208
PerCP/Cyanine5.5 Anti-Human CD3 (Clone UCHT1) BioLegend Cat #: 300430;
RRID: AB_893299
BB515 Mouse Anti-Human CD14 (Clone RPA-T4) BD Biosciences Cat #: 564419;
RRID: AB_2744419
Brilliant Violet 605 Anti-Human CD8a (Clone RPA-T8) BioLegend Cat #: 301040;
RRID: AB_2563185
PE Anti-Human TCR Va7.2 (Clone 3C10) BioLegend Cat #: 351706;
RRID: AB_10899577
PE/Cyanine7 Anti-Human CD161 (Clone HP-3G10) BioLegend Cat #: 339918;
RRID: AB_11126745
APC/Fire 750 Anti-Human CD56 (NCAM) Recombinant (Clone QA17A16) BioLegend Cat #: 392408;
RRID: AB_2728404
PE-CD594 Mouse Anti-Human CD69 (Clone FN50) BD Biosciences Cat #: 562645;
RRID: AB_2737699
APC Anti-Human CD25 (Clone BC96) BioLegend Cat #: 302610;
RRID: AB_314280
Brilliant Violet 650 Anti-Human CD38 (Clone HB-7) BioLegend Cat #: 356620;
RRID: AB_2566233
Brilliant Violent 421 Anti-Human CD279 (PD-1) (Clone: EH12.2H7) BioLegend Cat #: 329920;
RRID: AB_10960742
BV650 Mouse Anti-Human CD274 (Clone: MIH1) BD Biosciences Cat #: 563740;
RRID: AB_2738398
Brilliant Violent 785 Anti-Human HLA-DR (Clone: CL243) BioLegend Cat #: 307641;
RRID: AB_2561360
PE anti-human CD206 (MMR) Antibody BioLegend Cat #: 321106;
RRID: AB_571911
APC Mouse Anti-Human CD14 (CLONE M5E2) BD Biosciences Cat #: 561383;
RRID: AB_10612009
PerCP/Cy5.5 Anti-Human CD11b (Clone: ICRF44) BioLegend Cat #: 301327;
RRID: AB_10900072
FITC Mouse Anti-Human CD163 (Clone GHI/61) BD Biosciences Cat #: 563697;
RRID: AB_2738379
BV421 Mouse Anti-Human CD3 (Clone UCHT1) BD Biosciences Cat #: 562426;
RRID: AB_11152082
Brilliant Violet 421 Anti-Human CD19 (Clone HIB19) BioLegend Cat #: 302234;
RRID: AB_11142678
PE/Cy7 Mouse Anti-Human CD68 (Clone Y1/82A) BD Biosciences Cat #: 565595;
RRID: AB_2739298
BV510 Mouse Anti-Human CD11c (Clone: B-ly6) BD Biosciences Cat #: 563026;
RRID: AB_2737960
BD Pharmingen APC Mouse Anti-Human IFN-γ BD Biosciences Cat#: 554702
RRID: AB_398580
Human BD Fc Block BD Biosciences Cat #: 564220;
RRID: AB_2728082
Purified anti-mouse CD16/32 Antibody BioLegend Cat #: 101302;
RRID: AB_312800
PerCP/Cyanine5.5 anti-mouse CD62L Antibody (Clone: MEL-14) BioLegend Cat #: 104432,
RRID: AB_2285839
PE/Cyanine7 anti-mouse/human CD44 Antibody (Clone: IM-7) BioLegend Cat #: 103030,
RRID: AB_830787.
Brilliant Violet 650 anti-mouse CD69 Antibody (Clone: H1.2F3) BioLegend Cat #: 104541,
RRID: AB_2616934
APC/Fire 750 anti-mouse TCR β chain Antibody (Clone: H57–597) (BioLegend Cat #: 109246,
RRID: AB_2629697
PE anti-mouse NK-1.1 Antibody (Clone: PK136) BioLegend Cat #: 108708,
RRID: AB_313395
Alexa Fluor® 700 anti-mouse F4/80 Antibody (Clone: BM8) BioLegend Cat #: 123130,
RRID: AB_2293450
Alexa Fluor® 700 anti-mouse/human CD45R/B220 Antibody (Clone: RA3–6B2) BioLegend Cat #: 103232,
RRID: AB_493717
Alexa Fluor® 700 anti-mouse/human CD11b Antibody (Clone: M1-70) BioLegend Cat #: 101222,
RRID: AB_493705
Alexa Fluor® 594 anti-mouse CD3 Antibody (Clone: 17A2) BioLegend Cat #: 100240,
RRID: AB_2563427
Brilliant Violet 605 anti-mouse CD4 Antibody (Clone: GK1.5) BioLegend Cat #: 100451,
RRID: AB_2564591
Alexa Fluor® 700 Rat Anti-Mouse CD4 (Clone: RM4–5) BD Biosciences Cat #: 557956,
RRID: AB_396956
BV786 Rat Anti-Mouse CD8a (Clone: 53–6.7) BD Biosciences Cat #: 563332,
RRID: AB_2721167
Pacific Blue anti-mouse/human CD11b Antibody (Clone: M1/70) BioLegend Cat #: 101224,
RRID: AB_755986
Alexa Fluor® 700 anti-mouse Ly-6G Antibody (Clone: 1A8) BioLegend Cat #: 127622,
RRID: AB_10643269
APC/Cyanine7 anti-mouse Ly-6C Antibody (Clone: HK1.4) BioLegend Cat #: 128026,
RRID: AB_10640120
Brilliant Violet 421 anti-mouse Ki-67 Antibody BioLegend Cat# 652411,
RRID: AB_2562663
ROR gamma (t) Monoclonal Antibody (B2D), PE, eBioscience Thermo Fisher Scientific Cat# 12–6981–82,
RRID: AB_10807092
PE/Cyanine7 anti-T-bet Antibody BioLegend Cat# 644824,
RRID: AB_256176
FOXP3 Monoclonal Antibody, APC, eBioscience (Clone: FJK-16s) Thermo Fisher Scientific Cat #: 17–5773–82,
RRID: AB_469457)
APC anti-mouse IFN-γ Antibody (Clone: XMG1.2) BioLegend Cat #: 505810,
RRID: AB_315404
APC anti-mouse Perforin Antibody (Clone: S16009A) BioLegend Cat #: 154304,
RRID: AB_2721463
FITC anti-human/mouse Granzyme B Antibody (Clone: GB11) BioLegend Cat #: 515403,
RRID: AB_2114575
FITC anti-mouse IL-17A Antibody (Clone: TC11–18H10.1) BioLegend Cat #: 506908,
RRID: AB_536010
CD45-BX001 (HI30)—ALEXA FLUOR 488-RX001 Kit (Clone: HI30) Akoya Biosciences Cat #: 4150003;
RRID: AB_2895052
CD8-BX004 (SK1)—ALEXA FLUOR 488-RX004 Kit (Clone: SK1) Akoya Biosciences Cat #: 4150004;
RRID: AB_2895049
CD38 comm (Clone: HB-7) Akoya Biosciences Cat #: 4150007;
RRID: AB_2909414
Purified anti-human CD45RO (Maxpar(R) Ready) antibody (Clone: UCHL1) Biolegend Cat #: 304239;
RRID: AB_2563752
pancytokeratin comm (Clone: AE-1/AE-3) Akoya Biosciences Cat #: 4150020;
RRID: AB_2909509
(TEMPORARY)
Purified anti-human CD39 (Maxpar(R) Ready) antibody (Clone: A1) Biolegend Cat #: 328221;
RRID: AB_2563747
Purified anti-human CD15 (SSEA-1) antibody (Clone: HI98) Biolegend Cat #: 301902;
RRID: AB_314194
Purified anti-human CD40 antibody (Clone: HB14) Biolegend Cat #: 313002;
RRID: AB_314965
Purified anti-CD68 antibody (Clone: KP1) Biolegend Cat #: 916104;
RRID: AB_2616797
FOXP3 Monoclonal Antibody (PCH101), eBioscience (Clone: PCH101) ThermoFisher Cat #: 14–4776–82;
RRID: AB_467554
Purified anti-human CD163 antibody (Clone: GHI/61) Biolegend Cat #: 333602;
RRID: AB_1088991
Anti-CD56 Monoclonal Antibody, Unconjugated (Clone: 123.C3.5D) Cell Marque Cat #: 156M-86;
RRID: AB_1158184
Purified anti-human CD326 (Ep-CAM) antibody (Clone: 9C4) Biolegend Cat #: 324202;
RRID: AB_756076
Purified anti-human CD66b antibody (Clone: G10F5) Biolegend Cat #: 305102;
RRID: AB_314494
Purified anti-human CD25 antibody (Clone: M-A251) Biolegend Cat #: 356102;
RRID: AB_2561752
Anti-Human CD62L - Purified (CODEX® Ready) antibody (Clone: DREG56) Leinco Cat #: C512–50 μg;
RRID: AB_2893569
CD279 comm (Clone: EH12.2H7) Akoya Biosciences Cat #: 4250010;
RRID: AB_2909510
ICOS comm (Clone: C398.4A) Akoya Biosciences Cat #: 4250013;
RRID: AB_2909511
LEAF Purified anti-human CD11b antibody (Clone: ICRF44) Biolegend Cat #: 301312;
RRID: AB_314164
HNF-4alpha (H-1) antibody (Clone: H-1) Santa Cruz Cat #: sc-374229;
RRID: AB_10989766
HLA-DR-BX026 (L243)—ATTO 550-RX026 Kit (Clone: L243) Akoya Biosciences Cat #: 4250006;
RRID: AB_2895054
Purified anti-human CD161 antibody (Clone: HP-3G10) Biolegend Cat #: 339902;
RRID: AB_1501090
Goat Anti-Human Il-18 r alpha / il-1 r5 Polyclonal antibody, Unconjugated (Clone: goat polyclonal) R&D Systems Cat #: AF840;
RRID: AB_355650
CD34 comm (Clone: 561) Akoya Biosciences Cat #: 4250020;
RRID: AB_2909512
(TEMPORARY)
CD69 comm (Clone: FN50) Akoya Biosciences Cat #: 4250022;
RRID: AB_2909513
(TEMPORARY)
KI67-BX047 (B56)—ATTO 550-RX047 Kit (Clone: B56) Akoya Biosciences Cat #: 4250019;
RRID: AB_2895046
CD19-BX003 —CY5-RX003 (Clone: HIB19) Akoya Biosciences Cat #: 4350003
Anti-Human CD19 - Purified In vivo GOLD Functional Grade antibody (Clone: SJ25-C1) Leinco Cat #: C2854–1.0 mg;
RRID: AB_2829610
PD-L1 (E1L3N) XP Rabbit Antibody (Clone: E1L3N) Cell Signalling Cat #: 13684S;
RRID: AB_2687655
CD3-BX015 (UCHT1)—CY5-RX015 Kit (Clone: UCHT1) Akoya Biosciences Cat #: 4350008;
RRID: AB_2895047
CD4-BX021—CY5-RX021 Kit (Clone: SK3) Akoya Biosciences Cat #: 4350010
RRID: AB_2895048
LEAF Purified anti-human CD4 antibody (Clone: OKT4) Biolegend Cat #: 317404;
RRID: AB_571961
Purified anti-human CD57 antibody (Clone: HNK-1) Biolegend Cat #: 359602;
RRID: AB_2562403
CD11C-BX027 —CY5-RX027 Kit (Clone: S-HCL-3) Akoya Biosciences Cat #: 4350012;
RRID: AB_2895050
Anti-Human CD16 - FITC antibody (Clone: 3G8) Leinco Cat #: C6854;
RRID: AB_2893584
Purified anti-human TCR Valpha7.2 antibody (Clone: 3C10) Biolegend Cat #: 351702;
RRID: AB_10900258
Alpha-Smooth Muscle Actin Monoclonal Antibody, eBioscience (Clone: 1A4) ThermoFisher Cat #: 14–9760–82;
RRID: AB_2572996
LYVE1 antibody (Clone: polyclonal) Abcam Cat #: ab36993;
RRID: AB_2138663
Mouse Anti-CD45RA Monoclonal Antibody, Unconjugated (Clone: HI100) BD Biosciences Cat #: 555486;
RRID: AB_395877
Biological samples
Patient HCC core samples This paper N/A
Patient HCC rim samples This paper N/A
Patient HCC adjacent normal liver tissue This paper N/A
Control liver tissue from patients undergoing liver transplantation This paper N/A
Chemicals, peptides, and recombinant proteins
2-methylbutane FisherScientific Cat #: AC167840010;
CAS #: 78–78–4
Optimal cutting temperature (O.C.T.) compound FisherScientific Cat #: 23–730–571
MACS tissue storage solution Miltenyi Biotec Cat #: 130–100008
Serum-free RPMI 1640 Thermofisher Cat #: 61870127
Collagenase IV STEMCELL technologies N/A
DNAse I STEMCELL Technologies Cat #: 07900
Percoll PLUS solution (in PBS) GE Healthcare Cat #: GE17–544501
RBC lysis buffer ThermoFisher Cat #: 50–1129751
Recovery Cell Culture Freezing Medium Gibco Cat #: 12648010
FACS buffer BD Biosciences Cat #: 554656
Stain Buffer (FBS) BD Biosciences Cat #: 564220;
RRID: AB_2869006
Fixable Viability dye ZOMBIE-UV BioLegend Cat #: 423108
Acridine Orange / Propidium Iodide Stain Logos Biosystems F23001
RPMI 1640 Medium, GlutaMAX Supplement ThermoFisher Cat #: 61870127
Corning Regular Fetal Bovine Serum Corning Cat #: MT35010CV
Sodium Pyruvate 100 mM ThermoFisher Cat #: 11360070
HEPES (1M) ThermoFisher Cat #: 15630080
MEM Non-Essential Amino Acids Solution (100X) ThermoFisher Cat #: 11140050
Puromycin InvivoGen Cat #: ant-pr-1;
CAS #: 58–58–2
Corning® Matrigel® Growth Factor Reduced (GFR) Basement Membrane Matrix, LDEV-free, 10 mL Coning Cat #: 354230
Percoll Cytiva Cat #: 17089109
Lympholyte Cell Separation Media Cedarlane Laboratories Cat. No. CL5035
ACK-lysis buffer Quality Biologicals Cat #: 118–156–101
Murine and human MR1-tetramers loaded with MAIT ligand 5-OP-RU NIH Tetramer Core NA
Leukocyte Activation Cocktail, with BD GolgiPlug BD Biosciences Cat #: 550583,
RRID: AB_2868893
eBioscience Intracellular Fixation & Permeabilization Buffer Set ThermoFisher Cat #: 88–8824–00
Critical commercial assays
N/A
Deposited data
CRISPR/Cas9 lentiviral vector targeting murine Cd274 This paper Addgene ID: 199279
GRCh38 reference refdata-gex-mm10-2020-A
GRCh38 VDJ reference refdata-cellranger-vdj-GRCh38-alts-ensembl-5.0.0
Transcriptomic data of 371 patients diagnosed with HCC The Cancer Genome Atlas Project- LIHC cohort https://cancergenome.nih.gov/
scRNA-seq Data from human HCC patients This paper The database of Genotypes and Phenotypes (dbGaP); Accession number: phs003279.v1.p1
scRNA-seq Data from murine tumor-bearing vs tumor-free livers This paper GEO: GSE231712
CODEX images This paper The Canccer imaging Archives (TCIA) under https://doi.org/10.7937/bh0r-y074
Sc-RNA-seq data HCC patients + ICB Ma et al., 2021 GEO: GSE12544
Experimental models: Cell lines
Luciferase-expressing RIL-175 Kapanadze et al., 2013 N/A
Syngeneic Hep55.1c CLS Cell Lines Service GmbH Cat #: 400201
B16F10 (GFP and luciferase-expressing) Kreiter et al., 2015 N/A
MC38 Dr, Jay Berzofsky (NCI) RRID:CVCL_B288
Experimental models: Organisms/strains
NCI C57BL/6NCr Mice Charles River Laboratories Code: 556
Mr1−/− mice Treiner et al., 2013 N/A
Lyz2Cre mice Jackson Laboratory Strain#: strain #004781
Csf1rLsL-DTRmice Jackson Laboratory Strain#: 024046
Csf1rCre mice Jackson Laboratory Strain#: 029206
Cd274fl/fl Jackson Laboratory Strain #: 036255
Oligonucleotides
Primer: MR1 5 8763–8783: AGC TGA AGT CTT TCC AGA TCG, Ruf et al., 2021 N/A
Primer: MR1 9188–9168 rev: ACA GTC ACA CCT GAG TGG TTG Ruf et al., 2021 N/A
Primer: MR1 10451–1043: GAT TCT GTG AAC CCT TGC TTC Ruf et al., 2021 N/A
BX001—Alexa Fluor 488-RX001 Akoya Biosciences Cat #: 5450013
BX004—Alexa Fluor 488-RX004 Akoya Biosciences Cat #: 5450014
BX007—Alexa Fluor 488-RX007 Akoya Biosciences Cat #: 5450015
BX010—Alexa Fluor 488-RX010 Akoya Biosciences Cat #: 5450016
BX013—Alexa Fluor 488-RX013 Akoya Biosciences Cat #: 5450017
BX016—Alexa Fluor 488-RX016 Akoya Biosciences Cat #: 5150001
BX019—Alexa Fluor 488-RX019 Akoya Biosciences Cat #: 5150002
BX022—Alexa Fluor 488-RX022 Akoya Biosciences Cat #: 5150003
BX025—Alexa Fluor 488-RX025 Akoya Biosciences Cat #: 5150004
BX028—Alexa Fluor 488-RX028 Akoya Biosciences Cat #: 5150005
BX031—Alexa Fluor 488-RX031 Akoya Biosciences Cat #: 5150006
BX034—Alexa Fluor 488-RX034 Akoya Biosciences Cat #: 5150007
BX037—Alexa Fluor 488-RX037 Akoya Biosciences Cat #: 5150008
BX040—Alexa Fluor 488-RX040 Akoya Biosciences Cat #: 5150009
BX043—Alexa Fluor 488-RX043 Akoya Biosciences Cat #: 5150010
BX046—Alexa Fluor 488-RX046 Akoya Biosciences Cat #: 5150011
BX049—Alexa Fluor 488-RX049 Akoya Biosciences Cat #: 5150012
BX002—Atto 550-RX002 Akoya Biosciences Cat #: 5450023
BX005—Atto 550-RX005 Akoya Biosciences Cat #: 5450024
BX014—Atto 550-RX014 Akoya Biosciences Cat #: 5450025
BX017—Atto 550-RX017 Akoya Biosciences Cat #: 5250001
BX020—Atto 550-RX020 Akoya Biosciences Cat #: 5250002
BX023—Atto 550-RX023 Akoya Biosciences Cat #: 5250003
BX026—Atto 550-RX026 Akoya Biosciences Cat #: 5250004
BX029—Atto 550-RX029 Akoya Biosciences Cat #: 5250005
BX032—Atto 550-RX032 Akoya Biosciences Cat #: 5250006
BX035—Atto 550-RX035 Akoya Biosciences Cat #: 5250007
BX041—Atto 550-RX041 Akoya Biosciences Cat #: 5250008
BX047—Atto 550-RX047 Akoya Biosciences Cat #: 5250009
BX003—Cy5-RX003 Akoya Biosciences Cat #: 5450026
BX006—Cy5-RX006 Akoya Biosciences Cat #: 5450027
BX015—Cy5-RX015 Akoya Biosciences Cat #: 5350001
BX021—Cy5-RX021 Akoya Biosciences Cat #: 5350002
BX024—Cy5-RX024 Akoya Biosciences Cat #: 5350003
BX027—Cy5-RX027 Akoya Biosciences Cat #: 5350004
BX030—Cy5-RX030 Akoya Biosciences Cat #: 5350005
BX033—Cy5-RX033 Akoya Biosciences Cat #: 5350006
BX036—Cy5-RX036 Akoya Biosciences Cat #: 5350007
BX042—Cy5-RX042 Akoya Biosciences Cat #: 5350008
BX045—Cy5-RX045 Akoya Biosciences Cat #: 5350009
Software and algorithms
10x Genomics Cell Ranger pipeline (v5.0 or v6.0) 10x Genomics N/A
S3-CIMA Babaei et al.2023 https://github.com/claassenlab/S3-CIMA
Visreg R package Breheny and Burchett, 2013 N/A
HALO image analysis platform V3.2 Indica Labs N/A
ImageJ (Fiji version 2.8.5) NIH N/A
FlowJo FlowJo RRID: SCR_008520
GraphPad Prism 9 GraphPad Prism RRID: SCR_002798
Other
LUNA-FL fluorescent cell counter Logos Biosystems N/A
10x Genomics Chromium platform, 5’ v1.1 immune profiling chemistry 10x Genomics PN-1000165
Illumina NextSeq 550 instrument Illumina N/A
Illumina NextSeq 2000 instrument Illumina N/A
gentleMACS Octo Dissociator Tissue Dissociator Miltenyi RRID: SCR_020272
CytoFLEX LX flow cytometer Beckman Coulter RRID: SCR_019627