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gse175540 spatial transcriptome sequencing data npc  (ATCC)


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    Structured Review

    ATCC gse175540 spatial transcriptome sequencing data npc
    Gse175540 Spatial Transcriptome Sequencing Data Npc, supplied by ATCC, used in various techniques. Bioz Stars score: 91/100, based on 6 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/spatial+transcriptomics+sequencing+data/Phytophthora+palmivora+(Butler)+Butler/pmc12281385__mmc5-281-58-73
    Average 91 stars, based on 6 article reviews
    gse175540 spatial transcriptome sequencing data npc - by Bioz Stars, 2026-11
    91/100 stars

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    Related Articles

    other:

    Article Title: Hepatocyte-macrophage crosstalk via the PGRN-EGFR axis modulates ADAR1-mediated immunity in the liver.
    Article Snippet: REAGENT or RESOURCE SOURCE IDENTIFIER scVelo 0.2.4 GitHub https://github.com/theislab/scvelo ImageJ 1.53t Schneider et al.53 https://imagej.nih.gov/ij DAVID Bioinformatics Resources Sherman et al., Huang et al.54,55 https://david.ncifcrf.gov/home.jsp Enrichr Chen et al., Kuleshov et al., Xie et al.56–58 https://maayanlab.cloud/Enrichr/ inForm Software 2.6.0 Akoya Biosciences https://www.akoyabio.com/phenoimager/ software/inform-tissue-finder/ Original code for analyses This Study https://zenodo.org/records/11274305 (https://doi.org/10.5281/zenodo.11274305) Others ROCHE Collagenase/Dispase Roche Cat#10269638001 InvitrogenTM eBioscienceTM 1X RBC Lysis Buffer Invitrogen Cat#00-4333-57 RQ1 RNase-Free Dnase Promega Cat#M6101 DirectPCR Lysis Reagent (Ear) Viagen Cat#402-E Recombinant Proteinase K Solution (20 mg/mL) Thermo Fisher Scientific Cat#AM2546 InvitrogenTM PlatinumTM Green Hot Start PCR Master Mix (2X) Thermo Fisher Scientific Cat#13001012 MiniCollect Complete CAT Serum Separator Clot Activator tubes Greiner Cat#450548 SPLInsertTM Hanging SPL Life Sciences Cat#35206 CorningTM FalconTM Cell Culture Inserts Corning Cat#353097 GibcoTM HBSS (10X), no calcium, no magnesium, phenol red Thermo Fisher Scientific Cat#14180046 Collagenase from Clostridium histolyticum, Type IA Sigma-Aldrich Cat#C9891 0.5M EGTA, pH 8.0 1st Base Cat#CUS-1070 GibcoTM ACK Lysing Buffer Thermo Fisher Scientific Cat#A1049201 Percoll Sigma-Aldrich Cat#P1644 Corning Matrigel Growth Factor Reduced (GFR) Basement Membrane Matrix Merck Cat#CLS356231 SPRIselect for Size Selection Beckman Coulter Cat#B23317 Qiagen, Inc. RNeasy Mini Kit Qiagen Cat#74106 Advantage RT-for-PCR Kit Takara Cat#639506 GoTaq qPCR Master Mix Promega Cat#A600A cOmpleteTM, EDTA-free Protease Inhibitor Cocktail Roche Cat#11873580001 PhosSTOP Roche Cat#4906845001 LipofectamineTM 2000 Transfection Reagent Thermo Fisher Scientific Cat#11668019 Clearene Solvent Leica Cat#3803600 CV Ultra Mounting Media Leica Cat#14070936261 VECTASHIELD Antifade Mounting Medium with DAPI Vector Laboratories H-1200-10 Standard Macrophage Depletion Kit (Clodrosome + Encapsome ) Encapsula Nano Sciences SKU# CLD-8901 Paraplast Leica 39603002 CV Ultra Mounting Media Leica cv-ultra-mounting-media Cover glass Size 22 x 22mm Fisher Scientific FIS#12-544-10 Formalin solution, neutral buffered, 10% Sigma-Aldrich HT501128 Clearene Leica 3803600 Target Retrieval Solution, Citrate pH 6.1 (10x) Dako S1699 Peroxidase-Blocking Solution, Dako REAL Dako S2023 (Continued on next page) 22 Cell Reports 43, 114400, July 23, 2024

    Single Cell:

    Article Title: Hepatocyte-macrophage crosstalk via the PGRN-EGFR axis modulates ADAR1-mediated immunity in the liver.
    Article Snippet: .. REAGENT or RESOURCE SOURCE IDENTIFIER AZD5582 Selleck Chemicals Cat#S7362 Emricasan (IDN-6556) Selleck Chemicals Cat#S7775 Critical commercial assays 10x Genomics Chromium Next GEM Single Cell 30 kit v3.1 (Dual index) 10x Genomics Cat#1000268 Visium spatial gene expression slide & reagent kit 10x Genomics Cat#1000184 Deposited data Mouse Bulk RNA sequencing data GEO GEO: GSE225175 Mouse Single-cell RNA sequencing data GEO GEO: GSE227092 Mouse Spatial Transcriptomics data GEO GEO: GSE228195 Human HCC Single-cell RNA sequencing data GEO GEO: GSE223204 Experimental models: Cell lines AML12 - CRL-2254 - ATCC ATCC Cat#ATCC-CRL-2254; RRID:CVCL_0140 SNU449 - ATCC CRL-2234 ATCC Cat#ATCC CRL-2234; RRID:CVCL_0454 RAW 264.7 - TIB-71 - ATCC ATCC Cat#ATCC TIB-71; RRID:CVCL_0493 Hepa 1–6 [Hepa1-6] ATCC Cat#CRL-1830; RRID:CVCL_0327 B16-F10 ATCC Cat#CRL-6475; RRID:CVCL_0159 Experimental models: Organisms/strains B6.129-Adartm1Knk/Mmjax The Jackson Laboratory MMRRC Strain #034619-JAX RRID:MMRRC_034619-JAX B6.Cg-Ifih1tm1.1Cln/J The Jackson Laboratory Strain #:015812 RRID:IMSR_JAX:015812 B6.Cg-Speer6-ps1Tg(Alb-cre)21Mgn/J The Jackson Laboratory Strain #:003574 RRID:IMSR_JAX:003574 C57BL/6JInv The Jackson Laboratory Strain #:000664 RRID:IMSR_JAX:000664 Oligonucleotides Primers for mouse qPCR data This study Table S6 Primers for human qPCR data This study Table S6 shRNA sequences for ADAR1 knock-down This study Table S7 shRNA sequences for Adar knock-down This study Table S7 sgRNA sequences for Adar knock-out This study Table S7 Software and algorithms GraphPad Prism 9 GraphPad https://www.graphpad.com/ scientific-software/prism/ BioRender BioRender BioRender.com R 4.1.2 The R Foundation https://www.r-project.org UMAP Stuart et al.51 https://satijalab.org/seurat/ Seurat Butler et al.52 https://github.com/satijalab/seurat Cellranger 6.1.1 10X Genomics https://www.10xgenomics.com Python 3.6.15 Python Software Foundation https://www.python.org Anaconda 2019.6 Anaconda https://www.anaconda.com Scanpy 1.7.2 PyPI https://pypi.org anndata 0.7.6 PyPI https://pypi.org numpy 1.19.5 PyPI https://pypi.org scipy 1.5.3 PyPI https://pypi.org pandas 1.1.5 PyPI https://pypi.org NicheNet Github https://github.com/saeyslab/nichenetr RNA Velocity velocyto.py GitHub https://github.com/velocyto-team/velocyto.py (Continued on next page) Cell Reports 43, 114400, July 23, 2024 21 .. REAGENT or RESOURCE SOURCE IDENTIFIER scVelo 0.2.4 GitHub https://github.com/theislab/scvelo ImageJ 1.53t Schneider et al.53 https://imagej.nih.gov/ij DAVID Bioinformatics Resources Sherman et al., Huang et al.54,55 https://david.ncifcrf.gov/home.jsp Enrichr Chen et al., Kuleshov et al., Xie et al.56–58 https://maayanlab.cloud/Enrichr/ inForm Software 2.6.0 Akoya Biosciences https://www.akoyabio.com/phenoimager/ software/inform-tissue-finder/ Original code for analyses This Study https://zenodo.org/records/11274305 (https://doi.org/10.5281/zenodo.11274305) Others ROCHE Collagenase/Dispase Roche Cat#10269638001 InvitrogenTM eBioscienceTM 1X RBC Lysis Buffer Invitrogen Cat#00-4333-57 RQ1 RNase-Free Dnase Promega Cat#M6101 DirectPCR Lysis Reagent (Ear) Viagen Cat#402-E Recombinant Proteinase K Solution (20 mg/mL) Thermo Fisher Scientific Cat#AM2546 InvitrogenTM PlatinumTM Green Hot Start PCR Master Mix (2X) Thermo Fisher Scientific Cat#13001012 MiniCollect Complete CAT Serum Separator Clot Activator tubes Greiner Cat#450548 SPLInsertTM Hanging SPL Life Sciences Cat#35206 CorningTM FalconTM Cell Culture Inserts Corning Cat#353097 GibcoTM HBSS (10X), no calcium, no magnesium, phenol red Thermo Fisher Scientific Cat#14180046 Collagenase from Clostridium histolyticum, Type IA Sigma-Aldrich Cat#C9891 0.5M EGTA, pH 8.0 1st Base Cat#CUS-1070 GibcoTM ACK Lysing Buffer Thermo Fisher Scientific Cat#A1049201 Percoll Sigma-Aldrich Cat#P1644 Corning Matrigel Growth Factor Reduced (GFR) Basement Membrane Matrix Merck Cat#CLS356231 SPRIselect for Size Selection Beckman Coulter Cat#B23317 Qiagen, Inc. RNeasy Mini Kit Qiagen Cat#74106 Advantage RT-for-PCR Kit Takara Cat#639506 GoTaq qPCR Master Mix Promega Cat#A600A cOmpleteTM, EDTA-free Protease Inhibitor Cocktail Roche Cat#11873580001 PhosSTOP Roche Cat#4906845001 LipofectamineTM 2000 Transfection Reagent Thermo Fisher Scientific Cat#11668019 Clearene Solvent Leica Cat#3803600 CV Ultra Mounting Media Leica Cat#14070936261 VECTASHIELD Antifade Mounting Medium with DAPI Vector Laboratories H-1200-10 Standard Macrophage Depletion Kit (Clodrosome + Encapsome ) Encapsula Nano Sciences SKU# CLD-8901 Paraplast Leica 39603002 CV Ultra Mounting Media Leica cv-ultra-mounting-media Cover glass Size 22 x 22mm Fisher Scientific FIS#12-544-10 Formalin solution, neutral buffered, 10% Sigma-Aldrich HT501128 Clearene Leica 3803600 Target Retrieval Solution, Citrate pH 6.1 (10x) Dako S1699 Peroxidase-Blocking Solution, Dako REAL Dako S2023 (Continued on next page) 22 Cell Reports 43, 114400, July 23, 2024

    Gene Expression:

    Article Title: Hepatocyte-macrophage crosstalk via the PGRN-EGFR axis modulates ADAR1-mediated immunity in the liver.
    Article Snippet: .. REAGENT or RESOURCE SOURCE IDENTIFIER AZD5582 Selleck Chemicals Cat#S7362 Emricasan (IDN-6556) Selleck Chemicals Cat#S7775 Critical commercial assays 10x Genomics Chromium Next GEM Single Cell 30 kit v3.1 (Dual index) 10x Genomics Cat#1000268 Visium spatial gene expression slide & reagent kit 10x Genomics Cat#1000184 Deposited data Mouse Bulk RNA sequencing data GEO GEO: GSE225175 Mouse Single-cell RNA sequencing data GEO GEO: GSE227092 Mouse Spatial Transcriptomics data GEO GEO: GSE228195 Human HCC Single-cell RNA sequencing data GEO GEO: GSE223204 Experimental models: Cell lines AML12 - CRL-2254 - ATCC ATCC Cat#ATCC-CRL-2254; RRID:CVCL_0140 SNU449 - ATCC CRL-2234 ATCC Cat#ATCC CRL-2234; RRID:CVCL_0454 RAW 264.7 - TIB-71 - ATCC ATCC Cat#ATCC TIB-71; RRID:CVCL_0493 Hepa 1–6 [Hepa1-6] ATCC Cat#CRL-1830; RRID:CVCL_0327 B16-F10 ATCC Cat#CRL-6475; RRID:CVCL_0159 Experimental models: Organisms/strains B6.129-Adartm1Knk/Mmjax The Jackson Laboratory MMRRC Strain #034619-JAX RRID:MMRRC_034619-JAX B6.Cg-Ifih1tm1.1Cln/J The Jackson Laboratory Strain #:015812 RRID:IMSR_JAX:015812 B6.Cg-Speer6-ps1Tg(Alb-cre)21Mgn/J The Jackson Laboratory Strain #:003574 RRID:IMSR_JAX:003574 C57BL/6JInv The Jackson Laboratory Strain #:000664 RRID:IMSR_JAX:000664 Oligonucleotides Primers for mouse qPCR data This study Table S6 Primers for human qPCR data This study Table S6 shRNA sequences for ADAR1 knock-down This study Table S7 shRNA sequences for Adar knock-down This study Table S7 sgRNA sequences for Adar knock-out This study Table S7 Software and algorithms GraphPad Prism 9 GraphPad https://www.graphpad.com/ scientific-software/prism/ BioRender BioRender BioRender.com R 4.1.2 The R Foundation https://www.r-project.org UMAP Stuart et al.51 https://satijalab.org/seurat/ Seurat Butler et al.52 https://github.com/satijalab/seurat Cellranger 6.1.1 10X Genomics https://www.10xgenomics.com Python 3.6.15 Python Software Foundation https://www.python.org Anaconda 2019.6 Anaconda https://www.anaconda.com Scanpy 1.7.2 PyPI https://pypi.org anndata 0.7.6 PyPI https://pypi.org numpy 1.19.5 PyPI https://pypi.org scipy 1.5.3 PyPI https://pypi.org pandas 1.1.5 PyPI https://pypi.org NicheNet Github https://github.com/saeyslab/nichenetr RNA Velocity velocyto.py GitHub https://github.com/velocyto-team/velocyto.py (Continued on next page) Cell Reports 43, 114400, July 23, 2024 21 .. REAGENT or RESOURCE SOURCE IDENTIFIER scVelo 0.2.4 GitHub https://github.com/theislab/scvelo ImageJ 1.53t Schneider et al.53 https://imagej.nih.gov/ij DAVID Bioinformatics Resources Sherman et al., Huang et al.54,55 https://david.ncifcrf.gov/home.jsp Enrichr Chen et al., Kuleshov et al., Xie et al.56–58 https://maayanlab.cloud/Enrichr/ inForm Software 2.6.0 Akoya Biosciences https://www.akoyabio.com/phenoimager/ software/inform-tissue-finder/ Original code for analyses This Study https://zenodo.org/records/11274305 (https://doi.org/10.5281/zenodo.11274305) Others ROCHE Collagenase/Dispase Roche Cat#10269638001 InvitrogenTM eBioscienceTM 1X RBC Lysis Buffer Invitrogen Cat#00-4333-57 RQ1 RNase-Free Dnase Promega Cat#M6101 DirectPCR Lysis Reagent (Ear) Viagen Cat#402-E Recombinant Proteinase K Solution (20 mg/mL) Thermo Fisher Scientific Cat#AM2546 InvitrogenTM PlatinumTM Green Hot Start PCR Master Mix (2X) Thermo Fisher Scientific Cat#13001012 MiniCollect Complete CAT Serum Separator Clot Activator tubes Greiner Cat#450548 SPLInsertTM Hanging SPL Life Sciences Cat#35206 CorningTM FalconTM Cell Culture Inserts Corning Cat#353097 GibcoTM HBSS (10X), no calcium, no magnesium, phenol red Thermo Fisher Scientific Cat#14180046 Collagenase from Clostridium histolyticum, Type IA Sigma-Aldrich Cat#C9891 0.5M EGTA, pH 8.0 1st Base Cat#CUS-1070 GibcoTM ACK Lysing Buffer Thermo Fisher Scientific Cat#A1049201 Percoll Sigma-Aldrich Cat#P1644 Corning Matrigel Growth Factor Reduced (GFR) Basement Membrane Matrix Merck Cat#CLS356231 SPRIselect for Size Selection Beckman Coulter Cat#B23317 Qiagen, Inc. RNeasy Mini Kit Qiagen Cat#74106 Advantage RT-for-PCR Kit Takara Cat#639506 GoTaq qPCR Master Mix Promega Cat#A600A cOmpleteTM, EDTA-free Protease Inhibitor Cocktail Roche Cat#11873580001 PhosSTOP Roche Cat#4906845001 LipofectamineTM 2000 Transfection Reagent Thermo Fisher Scientific Cat#11668019 Clearene Solvent Leica Cat#3803600 CV Ultra Mounting Media Leica Cat#14070936261 VECTASHIELD Antifade Mounting Medium with DAPI Vector Laboratories H-1200-10 Standard Macrophage Depletion Kit (Clodrosome + Encapsome ) Encapsula Nano Sciences SKU# CLD-8901 Paraplast Leica 39603002 CV Ultra Mounting Media Leica cv-ultra-mounting-media Cover glass Size 22 x 22mm Fisher Scientific FIS#12-544-10 Formalin solution, neutral buffered, 10% Sigma-Aldrich HT501128 Clearene Leica 3803600 Target Retrieval Solution, Citrate pH 6.1 (10x) Dako S1699 Peroxidase-Blocking Solution, Dako REAL Dako S2023 (Continued on next page) 22 Cell Reports 43, 114400, July 23, 2024

    RNA Sequencing:

    Article Title: Hepatocyte-macrophage crosstalk via the PGRN-EGFR axis modulates ADAR1-mediated immunity in the liver.
    Article Snippet: .. REAGENT or RESOURCE SOURCE IDENTIFIER AZD5582 Selleck Chemicals Cat#S7362 Emricasan (IDN-6556) Selleck Chemicals Cat#S7775 Critical commercial assays 10x Genomics Chromium Next GEM Single Cell 30 kit v3.1 (Dual index) 10x Genomics Cat#1000268 Visium spatial gene expression slide & reagent kit 10x Genomics Cat#1000184 Deposited data Mouse Bulk RNA sequencing data GEO GEO: GSE225175 Mouse Single-cell RNA sequencing data GEO GEO: GSE227092 Mouse Spatial Transcriptomics data GEO GEO: GSE228195 Human HCC Single-cell RNA sequencing data GEO GEO: GSE223204 Experimental models: Cell lines AML12 - CRL-2254 - ATCC ATCC Cat#ATCC-CRL-2254; RRID:CVCL_0140 SNU449 - ATCC CRL-2234 ATCC Cat#ATCC CRL-2234; RRID:CVCL_0454 RAW 264.7 - TIB-71 - ATCC ATCC Cat#ATCC TIB-71; RRID:CVCL_0493 Hepa 1–6 [Hepa1-6] ATCC Cat#CRL-1830; RRID:CVCL_0327 B16-F10 ATCC Cat#CRL-6475; RRID:CVCL_0159 Experimental models: Organisms/strains B6.129-Adartm1Knk/Mmjax The Jackson Laboratory MMRRC Strain #034619-JAX RRID:MMRRC_034619-JAX B6.Cg-Ifih1tm1.1Cln/J The Jackson Laboratory Strain #:015812 RRID:IMSR_JAX:015812 B6.Cg-Speer6-ps1Tg(Alb-cre)21Mgn/J The Jackson Laboratory Strain #:003574 RRID:IMSR_JAX:003574 C57BL/6JInv The Jackson Laboratory Strain #:000664 RRID:IMSR_JAX:000664 Oligonucleotides Primers for mouse qPCR data This study Table S6 Primers for human qPCR data This study Table S6 shRNA sequences for ADAR1 knock-down This study Table S7 shRNA sequences for Adar knock-down This study Table S7 sgRNA sequences for Adar knock-out This study Table S7 Software and algorithms GraphPad Prism 9 GraphPad https://www.graphpad.com/ scientific-software/prism/ BioRender BioRender BioRender.com R 4.1.2 The R Foundation https://www.r-project.org UMAP Stuart et al.51 https://satijalab.org/seurat/ Seurat Butler et al.52 https://github.com/satijalab/seurat Cellranger 6.1.1 10X Genomics https://www.10xgenomics.com Python 3.6.15 Python Software Foundation https://www.python.org Anaconda 2019.6 Anaconda https://www.anaconda.com Scanpy 1.7.2 PyPI https://pypi.org anndata 0.7.6 PyPI https://pypi.org numpy 1.19.5 PyPI https://pypi.org scipy 1.5.3 PyPI https://pypi.org pandas 1.1.5 PyPI https://pypi.org NicheNet Github https://github.com/saeyslab/nichenetr RNA Velocity velocyto.py GitHub https://github.com/velocyto-team/velocyto.py (Continued on next page) Cell Reports 43, 114400, July 23, 2024 21 .. REAGENT or RESOURCE SOURCE IDENTIFIER scVelo 0.2.4 GitHub https://github.com/theislab/scvelo ImageJ 1.53t Schneider et al.53 https://imagej.nih.gov/ij DAVID Bioinformatics Resources Sherman et al., Huang et al.54,55 https://david.ncifcrf.gov/home.jsp Enrichr Chen et al., Kuleshov et al., Xie et al.56–58 https://maayanlab.cloud/Enrichr/ inForm Software 2.6.0 Akoya Biosciences https://www.akoyabio.com/phenoimager/ software/inform-tissue-finder/ Original code for analyses This Study https://zenodo.org/records/11274305 (https://doi.org/10.5281/zenodo.11274305) Others ROCHE Collagenase/Dispase Roche Cat#10269638001 InvitrogenTM eBioscienceTM 1X RBC Lysis Buffer Invitrogen Cat#00-4333-57 RQ1 RNase-Free Dnase Promega Cat#M6101 DirectPCR Lysis Reagent (Ear) Viagen Cat#402-E Recombinant Proteinase K Solution (20 mg/mL) Thermo Fisher Scientific Cat#AM2546 InvitrogenTM PlatinumTM Green Hot Start PCR Master Mix (2X) Thermo Fisher Scientific Cat#13001012 MiniCollect Complete CAT Serum Separator Clot Activator tubes Greiner Cat#450548 SPLInsertTM Hanging SPL Life Sciences Cat#35206 CorningTM FalconTM Cell Culture Inserts Corning Cat#353097 GibcoTM HBSS (10X), no calcium, no magnesium, phenol red Thermo Fisher Scientific Cat#14180046 Collagenase from Clostridium histolyticum, Type IA Sigma-Aldrich Cat#C9891 0.5M EGTA, pH 8.0 1st Base Cat#CUS-1070 GibcoTM ACK Lysing Buffer Thermo Fisher Scientific Cat#A1049201 Percoll Sigma-Aldrich Cat#P1644 Corning Matrigel Growth Factor Reduced (GFR) Basement Membrane Matrix Merck Cat#CLS356231 SPRIselect for Size Selection Beckman Coulter Cat#B23317 Qiagen, Inc. RNeasy Mini Kit Qiagen Cat#74106 Advantage RT-for-PCR Kit Takara Cat#639506 GoTaq qPCR Master Mix Promega Cat#A600A cOmpleteTM, EDTA-free Protease Inhibitor Cocktail Roche Cat#11873580001 PhosSTOP Roche Cat#4906845001 LipofectamineTM 2000 Transfection Reagent Thermo Fisher Scientific Cat#11668019 Clearene Solvent Leica Cat#3803600 CV Ultra Mounting Media Leica Cat#14070936261 VECTASHIELD Antifade Mounting Medium with DAPI Vector Laboratories H-1200-10 Standard Macrophage Depletion Kit (Clodrosome + Encapsome ) Encapsula Nano Sciences SKU# CLD-8901 Paraplast Leica 39603002 CV Ultra Mounting Media Leica cv-ultra-mounting-media Cover glass Size 22 x 22mm Fisher Scientific FIS#12-544-10 Formalin solution, neutral buffered, 10% Sigma-Aldrich HT501128 Clearene Leica 3803600 Target Retrieval Solution, Citrate pH 6.1 (10x) Dako S1699 Peroxidase-Blocking Solution, Dako REAL Dako S2023 (Continued on next page) 22 Cell Reports 43, 114400, July 23, 2024

    Spatial Transcriptomics:

    Article Title: Hepatocyte-macrophage crosstalk via the PGRN-EGFR axis modulates ADAR1-mediated immunity in the liver.
    Article Snippet: .. REAGENT or RESOURCE SOURCE IDENTIFIER AZD5582 Selleck Chemicals Cat#S7362 Emricasan (IDN-6556) Selleck Chemicals Cat#S7775 Critical commercial assays 10x Genomics Chromium Next GEM Single Cell 30 kit v3.1 (Dual index) 10x Genomics Cat#1000268 Visium spatial gene expression slide & reagent kit 10x Genomics Cat#1000184 Deposited data Mouse Bulk RNA sequencing data GEO GEO: GSE225175 Mouse Single-cell RNA sequencing data GEO GEO: GSE227092 Mouse Spatial Transcriptomics data GEO GEO: GSE228195 Human HCC Single-cell RNA sequencing data GEO GEO: GSE223204 Experimental models: Cell lines AML12 - CRL-2254 - ATCC ATCC Cat#ATCC-CRL-2254; RRID:CVCL_0140 SNU449 - ATCC CRL-2234 ATCC Cat#ATCC CRL-2234; RRID:CVCL_0454 RAW 264.7 - TIB-71 - ATCC ATCC Cat#ATCC TIB-71; RRID:CVCL_0493 Hepa 1–6 [Hepa1-6] ATCC Cat#CRL-1830; RRID:CVCL_0327 B16-F10 ATCC Cat#CRL-6475; RRID:CVCL_0159 Experimental models: Organisms/strains B6.129-Adartm1Knk/Mmjax The Jackson Laboratory MMRRC Strain #034619-JAX RRID:MMRRC_034619-JAX B6.Cg-Ifih1tm1.1Cln/J The Jackson Laboratory Strain #:015812 RRID:IMSR_JAX:015812 B6.Cg-Speer6-ps1Tg(Alb-cre)21Mgn/J The Jackson Laboratory Strain #:003574 RRID:IMSR_JAX:003574 C57BL/6JInv The Jackson Laboratory Strain #:000664 RRID:IMSR_JAX:000664 Oligonucleotides Primers for mouse qPCR data This study Table S6 Primers for human qPCR data This study Table S6 shRNA sequences for ADAR1 knock-down This study Table S7 shRNA sequences for Adar knock-down This study Table S7 sgRNA sequences for Adar knock-out This study Table S7 Software and algorithms GraphPad Prism 9 GraphPad https://www.graphpad.com/ scientific-software/prism/ BioRender BioRender BioRender.com R 4.1.2 The R Foundation https://www.r-project.org UMAP Stuart et al.51 https://satijalab.org/seurat/ Seurat Butler et al.52 https://github.com/satijalab/seurat Cellranger 6.1.1 10X Genomics https://www.10xgenomics.com Python 3.6.15 Python Software Foundation https://www.python.org Anaconda 2019.6 Anaconda https://www.anaconda.com Scanpy 1.7.2 PyPI https://pypi.org anndata 0.7.6 PyPI https://pypi.org numpy 1.19.5 PyPI https://pypi.org scipy 1.5.3 PyPI https://pypi.org pandas 1.1.5 PyPI https://pypi.org NicheNet Github https://github.com/saeyslab/nichenetr RNA Velocity velocyto.py GitHub https://github.com/velocyto-team/velocyto.py (Continued on next page) Cell Reports 43, 114400, July 23, 2024 21 .. REAGENT or RESOURCE SOURCE IDENTIFIER scVelo 0.2.4 GitHub https://github.com/theislab/scvelo ImageJ 1.53t Schneider et al.53 https://imagej.nih.gov/ij DAVID Bioinformatics Resources Sherman et al., Huang et al.54,55 https://david.ncifcrf.gov/home.jsp Enrichr Chen et al., Kuleshov et al., Xie et al.56–58 https://maayanlab.cloud/Enrichr/ inForm Software 2.6.0 Akoya Biosciences https://www.akoyabio.com/phenoimager/ software/inform-tissue-finder/ Original code for analyses This Study https://zenodo.org/records/11274305 (https://doi.org/10.5281/zenodo.11274305) Others ROCHE Collagenase/Dispase Roche Cat#10269638001 InvitrogenTM eBioscienceTM 1X RBC Lysis Buffer Invitrogen Cat#00-4333-57 RQ1 RNase-Free Dnase Promega Cat#M6101 DirectPCR Lysis Reagent (Ear) Viagen Cat#402-E Recombinant Proteinase K Solution (20 mg/mL) Thermo Fisher Scientific Cat#AM2546 InvitrogenTM PlatinumTM Green Hot Start PCR Master Mix (2X) Thermo Fisher Scientific Cat#13001012 MiniCollect Complete CAT Serum Separator Clot Activator tubes Greiner Cat#450548 SPLInsertTM Hanging SPL Life Sciences Cat#35206 CorningTM FalconTM Cell Culture Inserts Corning Cat#353097 GibcoTM HBSS (10X), no calcium, no magnesium, phenol red Thermo Fisher Scientific Cat#14180046 Collagenase from Clostridium histolyticum, Type IA Sigma-Aldrich Cat#C9891 0.5M EGTA, pH 8.0 1st Base Cat#CUS-1070 GibcoTM ACK Lysing Buffer Thermo Fisher Scientific Cat#A1049201 Percoll Sigma-Aldrich Cat#P1644 Corning Matrigel Growth Factor Reduced (GFR) Basement Membrane Matrix Merck Cat#CLS356231 SPRIselect for Size Selection Beckman Coulter Cat#B23317 Qiagen, Inc. RNeasy Mini Kit Qiagen Cat#74106 Advantage RT-for-PCR Kit Takara Cat#639506 GoTaq qPCR Master Mix Promega Cat#A600A cOmpleteTM, EDTA-free Protease Inhibitor Cocktail Roche Cat#11873580001 PhosSTOP Roche Cat#4906845001 LipofectamineTM 2000 Transfection Reagent Thermo Fisher Scientific Cat#11668019 Clearene Solvent Leica Cat#3803600 CV Ultra Mounting Media Leica Cat#14070936261 VECTASHIELD Antifade Mounting Medium with DAPI Vector Laboratories H-1200-10 Standard Macrophage Depletion Kit (Clodrosome + Encapsome ) Encapsula Nano Sciences SKU# CLD-8901 Paraplast Leica 39603002 CV Ultra Mounting Media Leica cv-ultra-mounting-media Cover glass Size 22 x 22mm Fisher Scientific FIS#12-544-10 Formalin solution, neutral buffered, 10% Sigma-Aldrich HT501128 Clearene Leica 3803600 Target Retrieval Solution, Citrate pH 6.1 (10x) Dako S1699 Peroxidase-Blocking Solution, Dako REAL Dako S2023 (Continued on next page) 22 Cell Reports 43, 114400, July 23, 2024

    Real-time Polymerase Chain Reaction:

    Article Title: Hepatocyte-macrophage crosstalk via the PGRN-EGFR axis modulates ADAR1-mediated immunity in the liver.
    Article Snippet: .. REAGENT or RESOURCE SOURCE IDENTIFIER AZD5582 Selleck Chemicals Cat#S7362 Emricasan (IDN-6556) Selleck Chemicals Cat#S7775 Critical commercial assays 10x Genomics Chromium Next GEM Single Cell 30 kit v3.1 (Dual index) 10x Genomics Cat#1000268 Visium spatial gene expression slide & reagent kit 10x Genomics Cat#1000184 Deposited data Mouse Bulk RNA sequencing data GEO GEO: GSE225175 Mouse Single-cell RNA sequencing data GEO GEO: GSE227092 Mouse Spatial Transcriptomics data GEO GEO: GSE228195 Human HCC Single-cell RNA sequencing data GEO GEO: GSE223204 Experimental models: Cell lines AML12 - CRL-2254 - ATCC ATCC Cat#ATCC-CRL-2254; RRID:CVCL_0140 SNU449 - ATCC CRL-2234 ATCC Cat#ATCC CRL-2234; RRID:CVCL_0454 RAW 264.7 - TIB-71 - ATCC ATCC Cat#ATCC TIB-71; RRID:CVCL_0493 Hepa 1–6 [Hepa1-6] ATCC Cat#CRL-1830; RRID:CVCL_0327 B16-F10 ATCC Cat#CRL-6475; RRID:CVCL_0159 Experimental models: Organisms/strains B6.129-Adartm1Knk/Mmjax The Jackson Laboratory MMRRC Strain #034619-JAX RRID:MMRRC_034619-JAX B6.Cg-Ifih1tm1.1Cln/J The Jackson Laboratory Strain #:015812 RRID:IMSR_JAX:015812 B6.Cg-Speer6-ps1Tg(Alb-cre)21Mgn/J The Jackson Laboratory Strain #:003574 RRID:IMSR_JAX:003574 C57BL/6JInv The Jackson Laboratory Strain #:000664 RRID:IMSR_JAX:000664 Oligonucleotides Primers for mouse qPCR data This study Table S6 Primers for human qPCR data This study Table S6 shRNA sequences for ADAR1 knock-down This study Table S7 shRNA sequences for Adar knock-down This study Table S7 sgRNA sequences for Adar knock-out This study Table S7 Software and algorithms GraphPad Prism 9 GraphPad https://www.graphpad.com/ scientific-software/prism/ BioRender BioRender BioRender.com R 4.1.2 The R Foundation https://www.r-project.org UMAP Stuart et al.51 https://satijalab.org/seurat/ Seurat Butler et al.52 https://github.com/satijalab/seurat Cellranger 6.1.1 10X Genomics https://www.10xgenomics.com Python 3.6.15 Python Software Foundation https://www.python.org Anaconda 2019.6 Anaconda https://www.anaconda.com Scanpy 1.7.2 PyPI https://pypi.org anndata 0.7.6 PyPI https://pypi.org numpy 1.19.5 PyPI https://pypi.org scipy 1.5.3 PyPI https://pypi.org pandas 1.1.5 PyPI https://pypi.org NicheNet Github https://github.com/saeyslab/nichenetr RNA Velocity velocyto.py GitHub https://github.com/velocyto-team/velocyto.py (Continued on next page) Cell Reports 43, 114400, July 23, 2024 21 .. REAGENT or RESOURCE SOURCE IDENTIFIER scVelo 0.2.4 GitHub https://github.com/theislab/scvelo ImageJ 1.53t Schneider et al.53 https://imagej.nih.gov/ij DAVID Bioinformatics Resources Sherman et al., Huang et al.54,55 https://david.ncifcrf.gov/home.jsp Enrichr Chen et al., Kuleshov et al., Xie et al.56–58 https://maayanlab.cloud/Enrichr/ inForm Software 2.6.0 Akoya Biosciences https://www.akoyabio.com/phenoimager/ software/inform-tissue-finder/ Original code for analyses This Study https://zenodo.org/records/11274305 (https://doi.org/10.5281/zenodo.11274305) Others ROCHE Collagenase/Dispase Roche Cat#10269638001 InvitrogenTM eBioscienceTM 1X RBC Lysis Buffer Invitrogen Cat#00-4333-57 RQ1 RNase-Free Dnase Promega Cat#M6101 DirectPCR Lysis Reagent (Ear) Viagen Cat#402-E Recombinant Proteinase K Solution (20 mg/mL) Thermo Fisher Scientific Cat#AM2546 InvitrogenTM PlatinumTM Green Hot Start PCR Master Mix (2X) Thermo Fisher Scientific Cat#13001012 MiniCollect Complete CAT Serum Separator Clot Activator tubes Greiner Cat#450548 SPLInsertTM Hanging SPL Life Sciences Cat#35206 CorningTM FalconTM Cell Culture Inserts Corning Cat#353097 GibcoTM HBSS (10X), no calcium, no magnesium, phenol red Thermo Fisher Scientific Cat#14180046 Collagenase from Clostridium histolyticum, Type IA Sigma-Aldrich Cat#C9891 0.5M EGTA, pH 8.0 1st Base Cat#CUS-1070 GibcoTM ACK Lysing Buffer Thermo Fisher Scientific Cat#A1049201 Percoll Sigma-Aldrich Cat#P1644 Corning Matrigel Growth Factor Reduced (GFR) Basement Membrane Matrix Merck Cat#CLS356231 SPRIselect for Size Selection Beckman Coulter Cat#B23317 Qiagen, Inc. RNeasy Mini Kit Qiagen Cat#74106 Advantage RT-for-PCR Kit Takara Cat#639506 GoTaq qPCR Master Mix Promega Cat#A600A cOmpleteTM, EDTA-free Protease Inhibitor Cocktail Roche Cat#11873580001 PhosSTOP Roche Cat#4906845001 LipofectamineTM 2000 Transfection Reagent Thermo Fisher Scientific Cat#11668019 Clearene Solvent Leica Cat#3803600 CV Ultra Mounting Media Leica Cat#14070936261 VECTASHIELD Antifade Mounting Medium with DAPI Vector Laboratories H-1200-10 Standard Macrophage Depletion Kit (Clodrosome + Encapsome ) Encapsula Nano Sciences SKU# CLD-8901 Paraplast Leica 39603002 CV Ultra Mounting Media Leica cv-ultra-mounting-media Cover glass Size 22 x 22mm Fisher Scientific FIS#12-544-10 Formalin solution, neutral buffered, 10% Sigma-Aldrich HT501128 Clearene Leica 3803600 Target Retrieval Solution, Citrate pH 6.1 (10x) Dako S1699 Peroxidase-Blocking Solution, Dako REAL Dako S2023 (Continued on next page) 22 Cell Reports 43, 114400, July 23, 2024

    shRNA:

    Article Title: Hepatocyte-macrophage crosstalk via the PGRN-EGFR axis modulates ADAR1-mediated immunity in the liver.
    Article Snippet: .. REAGENT or RESOURCE SOURCE IDENTIFIER AZD5582 Selleck Chemicals Cat#S7362 Emricasan (IDN-6556) Selleck Chemicals Cat#S7775 Critical commercial assays 10x Genomics Chromium Next GEM Single Cell 30 kit v3.1 (Dual index) 10x Genomics Cat#1000268 Visium spatial gene expression slide & reagent kit 10x Genomics Cat#1000184 Deposited data Mouse Bulk RNA sequencing data GEO GEO: GSE225175 Mouse Single-cell RNA sequencing data GEO GEO: GSE227092 Mouse Spatial Transcriptomics data GEO GEO: GSE228195 Human HCC Single-cell RNA sequencing data GEO GEO: GSE223204 Experimental models: Cell lines AML12 - CRL-2254 - ATCC ATCC Cat#ATCC-CRL-2254; RRID:CVCL_0140 SNU449 - ATCC CRL-2234 ATCC Cat#ATCC CRL-2234; RRID:CVCL_0454 RAW 264.7 - TIB-71 - ATCC ATCC Cat#ATCC TIB-71; RRID:CVCL_0493 Hepa 1–6 [Hepa1-6] ATCC Cat#CRL-1830; RRID:CVCL_0327 B16-F10 ATCC Cat#CRL-6475; RRID:CVCL_0159 Experimental models: Organisms/strains B6.129-Adartm1Knk/Mmjax The Jackson Laboratory MMRRC Strain #034619-JAX RRID:MMRRC_034619-JAX B6.Cg-Ifih1tm1.1Cln/J The Jackson Laboratory Strain #:015812 RRID:IMSR_JAX:015812 B6.Cg-Speer6-ps1Tg(Alb-cre)21Mgn/J The Jackson Laboratory Strain #:003574 RRID:IMSR_JAX:003574 C57BL/6JInv The Jackson Laboratory Strain #:000664 RRID:IMSR_JAX:000664 Oligonucleotides Primers for mouse qPCR data This study Table S6 Primers for human qPCR data This study Table S6 shRNA sequences for ADAR1 knock-down This study Table S7 shRNA sequences for Adar knock-down This study Table S7 sgRNA sequences for Adar knock-out This study Table S7 Software and algorithms GraphPad Prism 9 GraphPad https://www.graphpad.com/ scientific-software/prism/ BioRender BioRender BioRender.com R 4.1.2 The R Foundation https://www.r-project.org UMAP Stuart et al.51 https://satijalab.org/seurat/ Seurat Butler et al.52 https://github.com/satijalab/seurat Cellranger 6.1.1 10X Genomics https://www.10xgenomics.com Python 3.6.15 Python Software Foundation https://www.python.org Anaconda 2019.6 Anaconda https://www.anaconda.com Scanpy 1.7.2 PyPI https://pypi.org anndata 0.7.6 PyPI https://pypi.org numpy 1.19.5 PyPI https://pypi.org scipy 1.5.3 PyPI https://pypi.org pandas 1.1.5 PyPI https://pypi.org NicheNet Github https://github.com/saeyslab/nichenetr RNA Velocity velocyto.py GitHub https://github.com/velocyto-team/velocyto.py (Continued on next page) Cell Reports 43, 114400, July 23, 2024 21 .. REAGENT or RESOURCE SOURCE IDENTIFIER scVelo 0.2.4 GitHub https://github.com/theislab/scvelo ImageJ 1.53t Schneider et al.53 https://imagej.nih.gov/ij DAVID Bioinformatics Resources Sherman et al., Huang et al.54,55 https://david.ncifcrf.gov/home.jsp Enrichr Chen et al., Kuleshov et al., Xie et al.56–58 https://maayanlab.cloud/Enrichr/ inForm Software 2.6.0 Akoya Biosciences https://www.akoyabio.com/phenoimager/ software/inform-tissue-finder/ Original code for analyses This Study https://zenodo.org/records/11274305 (https://doi.org/10.5281/zenodo.11274305) Others ROCHE Collagenase/Dispase Roche Cat#10269638001 InvitrogenTM eBioscienceTM 1X RBC Lysis Buffer Invitrogen Cat#00-4333-57 RQ1 RNase-Free Dnase Promega Cat#M6101 DirectPCR Lysis Reagent (Ear) Viagen Cat#402-E Recombinant Proteinase K Solution (20 mg/mL) Thermo Fisher Scientific Cat#AM2546 InvitrogenTM PlatinumTM Green Hot Start PCR Master Mix (2X) Thermo Fisher Scientific Cat#13001012 MiniCollect Complete CAT Serum Separator Clot Activator tubes Greiner Cat#450548 SPLInsertTM Hanging SPL Life Sciences Cat#35206 CorningTM FalconTM Cell Culture Inserts Corning Cat#353097 GibcoTM HBSS (10X), no calcium, no magnesium, phenol red Thermo Fisher Scientific Cat#14180046 Collagenase from Clostridium histolyticum, Type IA Sigma-Aldrich Cat#C9891 0.5M EGTA, pH 8.0 1st Base Cat#CUS-1070 GibcoTM ACK Lysing Buffer Thermo Fisher Scientific Cat#A1049201 Percoll Sigma-Aldrich Cat#P1644 Corning Matrigel Growth Factor Reduced (GFR) Basement Membrane Matrix Merck Cat#CLS356231 SPRIselect for Size Selection Beckman Coulter Cat#B23317 Qiagen, Inc. RNeasy Mini Kit Qiagen Cat#74106 Advantage RT-for-PCR Kit Takara Cat#639506 GoTaq qPCR Master Mix Promega Cat#A600A cOmpleteTM, EDTA-free Protease Inhibitor Cocktail Roche Cat#11873580001 PhosSTOP Roche Cat#4906845001 LipofectamineTM 2000 Transfection Reagent Thermo Fisher Scientific Cat#11668019 Clearene Solvent Leica Cat#3803600 CV Ultra Mounting Media Leica Cat#14070936261 VECTASHIELD Antifade Mounting Medium with DAPI Vector Laboratories H-1200-10 Standard Macrophage Depletion Kit (Clodrosome + Encapsome ) Encapsula Nano Sciences SKU# CLD-8901 Paraplast Leica 39603002 CV Ultra Mounting Media Leica cv-ultra-mounting-media Cover glass Size 22 x 22mm Fisher Scientific FIS#12-544-10 Formalin solution, neutral buffered, 10% Sigma-Aldrich HT501128 Clearene Leica 3803600 Target Retrieval Solution, Citrate pH 6.1 (10x) Dako S1699 Peroxidase-Blocking Solution, Dako REAL Dako S2023 (Continued on next page) 22 Cell Reports 43, 114400, July 23, 2024

    Knockdown:

    Article Title: Hepatocyte-macrophage crosstalk via the PGRN-EGFR axis modulates ADAR1-mediated immunity in the liver.
    Article Snippet: .. REAGENT or RESOURCE SOURCE IDENTIFIER AZD5582 Selleck Chemicals Cat#S7362 Emricasan (IDN-6556) Selleck Chemicals Cat#S7775 Critical commercial assays 10x Genomics Chromium Next GEM Single Cell 30 kit v3.1 (Dual index) 10x Genomics Cat#1000268 Visium spatial gene expression slide & reagent kit 10x Genomics Cat#1000184 Deposited data Mouse Bulk RNA sequencing data GEO GEO: GSE225175 Mouse Single-cell RNA sequencing data GEO GEO: GSE227092 Mouse Spatial Transcriptomics data GEO GEO: GSE228195 Human HCC Single-cell RNA sequencing data GEO GEO: GSE223204 Experimental models: Cell lines AML12 - CRL-2254 - ATCC ATCC Cat#ATCC-CRL-2254; RRID:CVCL_0140 SNU449 - ATCC CRL-2234 ATCC Cat#ATCC CRL-2234; RRID:CVCL_0454 RAW 264.7 - TIB-71 - ATCC ATCC Cat#ATCC TIB-71; RRID:CVCL_0493 Hepa 1–6 [Hepa1-6] ATCC Cat#CRL-1830; RRID:CVCL_0327 B16-F10 ATCC Cat#CRL-6475; RRID:CVCL_0159 Experimental models: Organisms/strains B6.129-Adartm1Knk/Mmjax The Jackson Laboratory MMRRC Strain #034619-JAX RRID:MMRRC_034619-JAX B6.Cg-Ifih1tm1.1Cln/J The Jackson Laboratory Strain #:015812 RRID:IMSR_JAX:015812 B6.Cg-Speer6-ps1Tg(Alb-cre)21Mgn/J The Jackson Laboratory Strain #:003574 RRID:IMSR_JAX:003574 C57BL/6JInv The Jackson Laboratory Strain #:000664 RRID:IMSR_JAX:000664 Oligonucleotides Primers for mouse qPCR data This study Table S6 Primers for human qPCR data This study Table S6 shRNA sequences for ADAR1 knock-down This study Table S7 shRNA sequences for Adar knock-down This study Table S7 sgRNA sequences for Adar knock-out This study Table S7 Software and algorithms GraphPad Prism 9 GraphPad https://www.graphpad.com/ scientific-software/prism/ BioRender BioRender BioRender.com R 4.1.2 The R Foundation https://www.r-project.org UMAP Stuart et al.51 https://satijalab.org/seurat/ Seurat Butler et al.52 https://github.com/satijalab/seurat Cellranger 6.1.1 10X Genomics https://www.10xgenomics.com Python 3.6.15 Python Software Foundation https://www.python.org Anaconda 2019.6 Anaconda https://www.anaconda.com Scanpy 1.7.2 PyPI https://pypi.org anndata 0.7.6 PyPI https://pypi.org numpy 1.19.5 PyPI https://pypi.org scipy 1.5.3 PyPI https://pypi.org pandas 1.1.5 PyPI https://pypi.org NicheNet Github https://github.com/saeyslab/nichenetr RNA Velocity velocyto.py GitHub https://github.com/velocyto-team/velocyto.py (Continued on next page) Cell Reports 43, 114400, July 23, 2024 21 .. REAGENT or RESOURCE SOURCE IDENTIFIER scVelo 0.2.4 GitHub https://github.com/theislab/scvelo ImageJ 1.53t Schneider et al.53 https://imagej.nih.gov/ij DAVID Bioinformatics Resources Sherman et al., Huang et al.54,55 https://david.ncifcrf.gov/home.jsp Enrichr Chen et al., Kuleshov et al., Xie et al.56–58 https://maayanlab.cloud/Enrichr/ inForm Software 2.6.0 Akoya Biosciences https://www.akoyabio.com/phenoimager/ software/inform-tissue-finder/ Original code for analyses This Study https://zenodo.org/records/11274305 (https://doi.org/10.5281/zenodo.11274305) Others ROCHE Collagenase/Dispase Roche Cat#10269638001 InvitrogenTM eBioscienceTM 1X RBC Lysis Buffer Invitrogen Cat#00-4333-57 RQ1 RNase-Free Dnase Promega Cat#M6101 DirectPCR Lysis Reagent (Ear) Viagen Cat#402-E Recombinant Proteinase K Solution (20 mg/mL) Thermo Fisher Scientific Cat#AM2546 InvitrogenTM PlatinumTM Green Hot Start PCR Master Mix (2X) Thermo Fisher Scientific Cat#13001012 MiniCollect Complete CAT Serum Separator Clot Activator tubes Greiner Cat#450548 SPLInsertTM Hanging SPL Life Sciences Cat#35206 CorningTM FalconTM Cell Culture Inserts Corning Cat#353097 GibcoTM HBSS (10X), no calcium, no magnesium, phenol red Thermo Fisher Scientific Cat#14180046 Collagenase from Clostridium histolyticum, Type IA Sigma-Aldrich Cat#C9891 0.5M EGTA, pH 8.0 1st Base Cat#CUS-1070 GibcoTM ACK Lysing Buffer Thermo Fisher Scientific Cat#A1049201 Percoll Sigma-Aldrich Cat#P1644 Corning Matrigel Growth Factor Reduced (GFR) Basement Membrane Matrix Merck Cat#CLS356231 SPRIselect for Size Selection Beckman Coulter Cat#B23317 Qiagen, Inc. RNeasy Mini Kit Qiagen Cat#74106 Advantage RT-for-PCR Kit Takara Cat#639506 GoTaq qPCR Master Mix Promega Cat#A600A cOmpleteTM, EDTA-free Protease Inhibitor Cocktail Roche Cat#11873580001 PhosSTOP Roche Cat#4906845001 LipofectamineTM 2000 Transfection Reagent Thermo Fisher Scientific Cat#11668019 Clearene Solvent Leica Cat#3803600 CV Ultra Mounting Media Leica Cat#14070936261 VECTASHIELD Antifade Mounting Medium with DAPI Vector Laboratories H-1200-10 Standard Macrophage Depletion Kit (Clodrosome + Encapsome ) Encapsula Nano Sciences SKU# CLD-8901 Paraplast Leica 39603002 CV Ultra Mounting Media Leica cv-ultra-mounting-media Cover glass Size 22 x 22mm Fisher Scientific FIS#12-544-10 Formalin solution, neutral buffered, 10% Sigma-Aldrich HT501128 Clearene Leica 3803600 Target Retrieval Solution, Citrate pH 6.1 (10x) Dako S1699 Peroxidase-Blocking Solution, Dako REAL Dako S2023 (Continued on next page) 22 Cell Reports 43, 114400, July 23, 2024

    Knock-Out:

    Article Title: Hepatocyte-macrophage crosstalk via the PGRN-EGFR axis modulates ADAR1-mediated immunity in the liver.
    Article Snippet: .. REAGENT or RESOURCE SOURCE IDENTIFIER AZD5582 Selleck Chemicals Cat#S7362 Emricasan (IDN-6556) Selleck Chemicals Cat#S7775 Critical commercial assays 10x Genomics Chromium Next GEM Single Cell 30 kit v3.1 (Dual index) 10x Genomics Cat#1000268 Visium spatial gene expression slide & reagent kit 10x Genomics Cat#1000184 Deposited data Mouse Bulk RNA sequencing data GEO GEO: GSE225175 Mouse Single-cell RNA sequencing data GEO GEO: GSE227092 Mouse Spatial Transcriptomics data GEO GEO: GSE228195 Human HCC Single-cell RNA sequencing data GEO GEO: GSE223204 Experimental models: Cell lines AML12 - CRL-2254 - ATCC ATCC Cat#ATCC-CRL-2254; RRID:CVCL_0140 SNU449 - ATCC CRL-2234 ATCC Cat#ATCC CRL-2234; RRID:CVCL_0454 RAW 264.7 - TIB-71 - ATCC ATCC Cat#ATCC TIB-71; RRID:CVCL_0493 Hepa 1–6 [Hepa1-6] ATCC Cat#CRL-1830; RRID:CVCL_0327 B16-F10 ATCC Cat#CRL-6475; RRID:CVCL_0159 Experimental models: Organisms/strains B6.129-Adartm1Knk/Mmjax The Jackson Laboratory MMRRC Strain #034619-JAX RRID:MMRRC_034619-JAX B6.Cg-Ifih1tm1.1Cln/J The Jackson Laboratory Strain #:015812 RRID:IMSR_JAX:015812 B6.Cg-Speer6-ps1Tg(Alb-cre)21Mgn/J The Jackson Laboratory Strain #:003574 RRID:IMSR_JAX:003574 C57BL/6JInv The Jackson Laboratory Strain #:000664 RRID:IMSR_JAX:000664 Oligonucleotides Primers for mouse qPCR data This study Table S6 Primers for human qPCR data This study Table S6 shRNA sequences for ADAR1 knock-down This study Table S7 shRNA sequences for Adar knock-down This study Table S7 sgRNA sequences for Adar knock-out This study Table S7 Software and algorithms GraphPad Prism 9 GraphPad https://www.graphpad.com/ scientific-software/prism/ BioRender BioRender BioRender.com R 4.1.2 The R Foundation https://www.r-project.org UMAP Stuart et al.51 https://satijalab.org/seurat/ Seurat Butler et al.52 https://github.com/satijalab/seurat Cellranger 6.1.1 10X Genomics https://www.10xgenomics.com Python 3.6.15 Python Software Foundation https://www.python.org Anaconda 2019.6 Anaconda https://www.anaconda.com Scanpy 1.7.2 PyPI https://pypi.org anndata 0.7.6 PyPI https://pypi.org numpy 1.19.5 PyPI https://pypi.org scipy 1.5.3 PyPI https://pypi.org pandas 1.1.5 PyPI https://pypi.org NicheNet Github https://github.com/saeyslab/nichenetr RNA Velocity velocyto.py GitHub https://github.com/velocyto-team/velocyto.py (Continued on next page) Cell Reports 43, 114400, July 23, 2024 21 .. REAGENT or RESOURCE SOURCE IDENTIFIER scVelo 0.2.4 GitHub https://github.com/theislab/scvelo ImageJ 1.53t Schneider et al.53 https://imagej.nih.gov/ij DAVID Bioinformatics Resources Sherman et al., Huang et al.54,55 https://david.ncifcrf.gov/home.jsp Enrichr Chen et al., Kuleshov et al., Xie et al.56–58 https://maayanlab.cloud/Enrichr/ inForm Software 2.6.0 Akoya Biosciences https://www.akoyabio.com/phenoimager/ software/inform-tissue-finder/ Original code for analyses This Study https://zenodo.org/records/11274305 (https://doi.org/10.5281/zenodo.11274305) Others ROCHE Collagenase/Dispase Roche Cat#10269638001 InvitrogenTM eBioscienceTM 1X RBC Lysis Buffer Invitrogen Cat#00-4333-57 RQ1 RNase-Free Dnase Promega Cat#M6101 DirectPCR Lysis Reagent (Ear) Viagen Cat#402-E Recombinant Proteinase K Solution (20 mg/mL) Thermo Fisher Scientific Cat#AM2546 InvitrogenTM PlatinumTM Green Hot Start PCR Master Mix (2X) Thermo Fisher Scientific Cat#13001012 MiniCollect Complete CAT Serum Separator Clot Activator tubes Greiner Cat#450548 SPLInsertTM Hanging SPL Life Sciences Cat#35206 CorningTM FalconTM Cell Culture Inserts Corning Cat#353097 GibcoTM HBSS (10X), no calcium, no magnesium, phenol red Thermo Fisher Scientific Cat#14180046 Collagenase from Clostridium histolyticum, Type IA Sigma-Aldrich Cat#C9891 0.5M EGTA, pH 8.0 1st Base Cat#CUS-1070 GibcoTM ACK Lysing Buffer Thermo Fisher Scientific Cat#A1049201 Percoll Sigma-Aldrich Cat#P1644 Corning Matrigel Growth Factor Reduced (GFR) Basement Membrane Matrix Merck Cat#CLS356231 SPRIselect for Size Selection Beckman Coulter Cat#B23317 Qiagen, Inc. RNeasy Mini Kit Qiagen Cat#74106 Advantage RT-for-PCR Kit Takara Cat#639506 GoTaq qPCR Master Mix Promega Cat#A600A cOmpleteTM, EDTA-free Protease Inhibitor Cocktail Roche Cat#11873580001 PhosSTOP Roche Cat#4906845001 LipofectamineTM 2000 Transfection Reagent Thermo Fisher Scientific Cat#11668019 Clearene Solvent Leica Cat#3803600 CV Ultra Mounting Media Leica Cat#14070936261 VECTASHIELD Antifade Mounting Medium with DAPI Vector Laboratories H-1200-10 Standard Macrophage Depletion Kit (Clodrosome + Encapsome ) Encapsula Nano Sciences SKU# CLD-8901 Paraplast Leica 39603002 CV Ultra Mounting Media Leica cv-ultra-mounting-media Cover glass Size 22 x 22mm Fisher Scientific FIS#12-544-10 Formalin solution, neutral buffered, 10% Sigma-Aldrich HT501128 Clearene Leica 3803600 Target Retrieval Solution, Citrate pH 6.1 (10x) Dako S1699 Peroxidase-Blocking Solution, Dako REAL Dako S2023 (Continued on next page) 22 Cell Reports 43, 114400, July 23, 2024

    Software:

    Article Title: Hepatocyte-macrophage crosstalk via the PGRN-EGFR axis modulates ADAR1-mediated immunity in the liver.
    Article Snippet: .. REAGENT or RESOURCE SOURCE IDENTIFIER AZD5582 Selleck Chemicals Cat#S7362 Emricasan (IDN-6556) Selleck Chemicals Cat#S7775 Critical commercial assays 10x Genomics Chromium Next GEM Single Cell 30 kit v3.1 (Dual index) 10x Genomics Cat#1000268 Visium spatial gene expression slide & reagent kit 10x Genomics Cat#1000184 Deposited data Mouse Bulk RNA sequencing data GEO GEO: GSE225175 Mouse Single-cell RNA sequencing data GEO GEO: GSE227092 Mouse Spatial Transcriptomics data GEO GEO: GSE228195 Human HCC Single-cell RNA sequencing data GEO GEO: GSE223204 Experimental models: Cell lines AML12 - CRL-2254 - ATCC ATCC Cat#ATCC-CRL-2254; RRID:CVCL_0140 SNU449 - ATCC CRL-2234 ATCC Cat#ATCC CRL-2234; RRID:CVCL_0454 RAW 264.7 - TIB-71 - ATCC ATCC Cat#ATCC TIB-71; RRID:CVCL_0493 Hepa 1–6 [Hepa1-6] ATCC Cat#CRL-1830; RRID:CVCL_0327 B16-F10 ATCC Cat#CRL-6475; RRID:CVCL_0159 Experimental models: Organisms/strains B6.129-Adartm1Knk/Mmjax The Jackson Laboratory MMRRC Strain #034619-JAX RRID:MMRRC_034619-JAX B6.Cg-Ifih1tm1.1Cln/J The Jackson Laboratory Strain #:015812 RRID:IMSR_JAX:015812 B6.Cg-Speer6-ps1Tg(Alb-cre)21Mgn/J The Jackson Laboratory Strain #:003574 RRID:IMSR_JAX:003574 C57BL/6JInv The Jackson Laboratory Strain #:000664 RRID:IMSR_JAX:000664 Oligonucleotides Primers for mouse qPCR data This study Table S6 Primers for human qPCR data This study Table S6 shRNA sequences for ADAR1 knock-down This study Table S7 shRNA sequences for Adar knock-down This study Table S7 sgRNA sequences for Adar knock-out This study Table S7 Software and algorithms GraphPad Prism 9 GraphPad https://www.graphpad.com/ scientific-software/prism/ BioRender BioRender BioRender.com R 4.1.2 The R Foundation https://www.r-project.org UMAP Stuart et al.51 https://satijalab.org/seurat/ Seurat Butler et al.52 https://github.com/satijalab/seurat Cellranger 6.1.1 10X Genomics https://www.10xgenomics.com Python 3.6.15 Python Software Foundation https://www.python.org Anaconda 2019.6 Anaconda https://www.anaconda.com Scanpy 1.7.2 PyPI https://pypi.org anndata 0.7.6 PyPI https://pypi.org numpy 1.19.5 PyPI https://pypi.org scipy 1.5.3 PyPI https://pypi.org pandas 1.1.5 PyPI https://pypi.org NicheNet Github https://github.com/saeyslab/nichenetr RNA Velocity velocyto.py GitHub https://github.com/velocyto-team/velocyto.py (Continued on next page) Cell Reports 43, 114400, July 23, 2024 21 .. REAGENT or RESOURCE SOURCE IDENTIFIER scVelo 0.2.4 GitHub https://github.com/theislab/scvelo ImageJ 1.53t Schneider et al.53 https://imagej.nih.gov/ij DAVID Bioinformatics Resources Sherman et al., Huang et al.54,55 https://david.ncifcrf.gov/home.jsp Enrichr Chen et al., Kuleshov et al., Xie et al.56–58 https://maayanlab.cloud/Enrichr/ inForm Software 2.6.0 Akoya Biosciences https://www.akoyabio.com/phenoimager/ software/inform-tissue-finder/ Original code for analyses This Study https://zenodo.org/records/11274305 (https://doi.org/10.5281/zenodo.11274305) Others ROCHE Collagenase/Dispase Roche Cat#10269638001 InvitrogenTM eBioscienceTM 1X RBC Lysis Buffer Invitrogen Cat#00-4333-57 RQ1 RNase-Free Dnase Promega Cat#M6101 DirectPCR Lysis Reagent (Ear) Viagen Cat#402-E Recombinant Proteinase K Solution (20 mg/mL) Thermo Fisher Scientific Cat#AM2546 InvitrogenTM PlatinumTM Green Hot Start PCR Master Mix (2X) Thermo Fisher Scientific Cat#13001012 MiniCollect Complete CAT Serum Separator Clot Activator tubes Greiner Cat#450548 SPLInsertTM Hanging SPL Life Sciences Cat#35206 CorningTM FalconTM Cell Culture Inserts Corning Cat#353097 GibcoTM HBSS (10X), no calcium, no magnesium, phenol red Thermo Fisher Scientific Cat#14180046 Collagenase from Clostridium histolyticum, Type IA Sigma-Aldrich Cat#C9891 0.5M EGTA, pH 8.0 1st Base Cat#CUS-1070 GibcoTM ACK Lysing Buffer Thermo Fisher Scientific Cat#A1049201 Percoll Sigma-Aldrich Cat#P1644 Corning Matrigel Growth Factor Reduced (GFR) Basement Membrane Matrix Merck Cat#CLS356231 SPRIselect for Size Selection Beckman Coulter Cat#B23317 Qiagen, Inc. RNeasy Mini Kit Qiagen Cat#74106 Advantage RT-for-PCR Kit Takara Cat#639506 GoTaq qPCR Master Mix Promega Cat#A600A cOmpleteTM, EDTA-free Protease Inhibitor Cocktail Roche Cat#11873580001 PhosSTOP Roche Cat#4906845001 LipofectamineTM 2000 Transfection Reagent Thermo Fisher Scientific Cat#11668019 Clearene Solvent Leica Cat#3803600 CV Ultra Mounting Media Leica Cat#14070936261 VECTASHIELD Antifade Mounting Medium with DAPI Vector Laboratories H-1200-10 Standard Macrophage Depletion Kit (Clodrosome + Encapsome ) Encapsula Nano Sciences SKU# CLD-8901 Paraplast Leica 39603002 CV Ultra Mounting Media Leica cv-ultra-mounting-media Cover glass Size 22 x 22mm Fisher Scientific FIS#12-544-10 Formalin solution, neutral buffered, 10% Sigma-Aldrich HT501128 Clearene Leica 3803600 Target Retrieval Solution, Citrate pH 6.1 (10x) Dako S1699 Peroxidase-Blocking Solution, Dako REAL Dako S2023 (Continued on next page) 22 Cell Reports 43, 114400, July 23, 2024



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    Investigations on SGMS2—related Cellular and Molecular Interactions in Hepatocellular Carcinoma. a Western blotting analysis of SGMS2 expression in THP—1 cells and differentiated macrophages. Each experiment was independently repeated three times. b , c Apoptosis levels of Huh7 tumor cells co—cultured with control macrophages and SGMS2—overexpressing macrophages were detected by flow cytometry (FCM). d Expression of SGMS2 in spatial transcriptomics sequencing data. e Abundance estimation of the CD56dimCD16highNR4A3high NK cell population by single—sample gene—set enrichment analysis (ssGSEA). f Multiplex immunofluorescence (mIF) images of SGMS2, CD68, CD16, CD56, and NR4A3 markers in 6 human HCC tissue samples. “Zoom macrophage” indicates the aggregation area of SGMS2—positive macrophages, and “Zoom NK cell” represents the CD56dimCD16highNR4A3high NK cells. The scale bar is 50 um or 20 um. g Scatter plots showing the density of CD56dimCD16highNR4A3high NK cells between patients with high and low infiltration of SGMS2—positive macrophages. Statistical analysis was performed using the Mann—Whitney U test. h Pearson correlation analysis of the density of CD56dimCD16highNR4A3high NK cells and the density of SGMS2—positive macrophages. i Kaplan—Meier analysis of OS, RFS, and early RFS in HCC patients with different infiltration densities of SGMS2—positive macrophages and CD56dimCD16highNR4A3high NK cells. Survival distributions were compared using the log—rank test. Statistical significance is indicated as follows: * P < 0.05, ** P < 0.01, *** P < 0.001; ns indicates no significant difference

    Journal: Journal of Translational Medicine

    Article Title: SGMS2+ macrophages enhance NR4A3hi NK cell infiltration to improve prognosis and PD-1 treatment efficacy in hepatocellular carcinoma

    doi: 10.1186/s12967-025-07040-x

    Figure Lengend Snippet: Investigations on SGMS2—related Cellular and Molecular Interactions in Hepatocellular Carcinoma. a Western blotting analysis of SGMS2 expression in THP—1 cells and differentiated macrophages. Each experiment was independently repeated three times. b , c Apoptosis levels of Huh7 tumor cells co—cultured with control macrophages and SGMS2—overexpressing macrophages were detected by flow cytometry (FCM). d Expression of SGMS2 in spatial transcriptomics sequencing data. e Abundance estimation of the CD56dimCD16highNR4A3high NK cell population by single—sample gene—set enrichment analysis (ssGSEA). f Multiplex immunofluorescence (mIF) images of SGMS2, CD68, CD16, CD56, and NR4A3 markers in 6 human HCC tissue samples. “Zoom macrophage” indicates the aggregation area of SGMS2—positive macrophages, and “Zoom NK cell” represents the CD56dimCD16highNR4A3high NK cells. The scale bar is 50 um or 20 um. g Scatter plots showing the density of CD56dimCD16highNR4A3high NK cells between patients with high and low infiltration of SGMS2—positive macrophages. Statistical analysis was performed using the Mann—Whitney U test. h Pearson correlation analysis of the density of CD56dimCD16highNR4A3high NK cells and the density of SGMS2—positive macrophages. i Kaplan—Meier analysis of OS, RFS, and early RFS in HCC patients with different infiltration densities of SGMS2—positive macrophages and CD56dimCD16highNR4A3high NK cells. Survival distributions were compared using the log—rank test. Statistical significance is indicated as follows: * P < 0.05, ** P < 0.01, *** P < 0.001; ns indicates no significant difference

    Article Snippet: Spatial transcriptomics sequencing data were obtained from http://lifeome.net/supp/livercancer-st/data.htm and analyzed using Seurat in R. Subsequently, SCTtransform normalization was performed.

    Techniques: Western Blot, Expressing, Cell Culture, Control, Flow Cytometry, Sequencing, Multiplex Assay, Immunofluorescence, MANN-WHITNEY