Peter K. Sorger
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View article: Mechanisms of tumor persistence in metastatic melanoma following successful immunotherapy
Mechanisms of tumor persistence in metastatic melanoma following successful immunotherapy Open
Persistent stable lesions represent a common but ambiguous outcome in melanoma patients receiving immune checkpoint inhibitors (ICIs). However, these lesions are infrequently removed and poorly characterized. Here, we perform in-depth mult…
View article: Integrative single-cell and spatial mapping of oxidative stress response uncovers GCLC+ mesenchymal tumor cell state linked with favorable outcomes in triple negative breast cancer
Integrative single-cell and spatial mapping of oxidative stress response uncovers GCLC+ mesenchymal tumor cell state linked with favorable outcomes in triple negative breast cancer Open
Inhibiting oxidative stress response (OSR) proteins has been suggested as a therapeutic strategy in triple negative breast cancer (TNBC). However, the cell type specificity and spatial distribution of OSR genes and proteins, such as GCLC a…
View article: Vitessce Link: A Mixed Reality and 2D Display Hybrid Approach for Visual Analysis of 3D Tissue Maps
Vitessce Link: A Mixed Reality and 2D Display Hybrid Approach for Visual Analysis of 3D Tissue Maps Open
Advances in spatial omics and high-resolution imaging enable the creation of three-dimensional (3D) tissue maps that capture cellular organization and interactions in situ. While these data provide critical insights into tissue function an…
View article: Melanoma to rhabdomyosarcoma plasticity in the setting of immunotherapy
Melanoma to rhabdomyosarcoma plasticity in the setting of immunotherapy Open
Acquired resistance to immune checkpoint inhibitors (ICIs) remains a significant challenge in the treatment of metastatic melanoma. Phenotypic plasticity, such as dedifferentiation and transdifferentiation, is an increasingly recognized me…
View article: 773 Spatial characterization of the immune microenvironment of localized prostate cancer reveals an immunogenic subset of high-risk tumors
773 Spatial characterization of the immune microenvironment of localized prostate cancer reveals an immunogenic subset of high-risk tumors Open
View article: 488 Integrative molecular and spatial analysis to reveal tumor intrinsic and extrinsic drivers of immunotherapy response in mucosal melanoma
488 Integrative molecular and spatial analysis to reveal tumor intrinsic and extrinsic drivers of immunotherapy response in mucosal melanoma Open
View article: CRATER tumor niches facilitate CD8+ T cell engagement and correspond with immunotherapy success
CRATER tumor niches facilitate CD8+ T cell engagement and correspond with immunotherapy success Open
T cell-mediated tumor killing underlies immunotherapy success. Here, we used long-term in vivo imaging and high-resolution spatial transcriptomics of zebrafish endogenous melanoma, as well as multiplex imaging of human melanoma, to identif…
View article: Dynamic modelling of cell cycle arrest through integrated single-cell and mathematical modelling approaches
Dynamic modelling of cell cycle arrest through integrated single-cell and mathematical modelling approaches Open
Highly multiplexed imaging assays allow simultaneous quantification of multiple protein and phosphorylation markers, providing a static snapshots of cell types and states. Pseudo-time techniques can transform these static snapshots of unsy…
View article: Multiomic profiling of a unique in-transit melanoma cohort identifies melanoma differentiation as predictor of tumor progression and therapy response
Multiomic profiling of a unique in-transit melanoma cohort identifies melanoma differentiation as predictor of tumor progression and therapy response Open
Melanoma patients with in-transit metastasis (ITM), a stage of disease where melanoma has metastasized to sites in between the primary lesion and draining lymph node, vary significantly in their clinical outcomes, but the biology driving d…
View article: Highly multiplexed 3D profiling of cell states and immune niches in human tumors
Highly multiplexed 3D profiling of cell states and immune niches in human tumors Open
View article: Spatially organized lymphocytic microenvironments in high grade primary prostate tumors
Spatially organized lymphocytic microenvironments in high grade primary prostate tumors Open
The spatial organization and composition of the tumor-immune microenvironment (TME) play a critical role in shaping the progression of many solid cancers, but the organization of the TME in primary prostate cancer (PCa) remains poorly char…
View article: Immunoprofiling at an Institutional Scale Reveals That High Numbers of Intratumoral CD8 <sup>+</sup> and PD-1 <sup>+</sup> Cells Predict Superior Patient Survival Across Major Cancer Types Independent of Major Risk Factors
Immunoprofiling at an Institutional Scale Reveals That High Numbers of Intratumoral CD8 <sup>+</sup> and PD-1 <sup>+</sup> Cells Predict Superior Patient Survival Across Major Cancer Types Independent of Major Risk Factors Open
PURPOSE Retrospective studies have found associations between the number of intratumoral immune cells and patient outcomes for specific cancers treated with targeted therapies. However, the clinical value of routinely quantifying intratumo…
View article: Virtual Multiplex Staining for Histological Images using a Marker-wise Conditioned Diffusion Model
Virtual Multiplex Staining for Histological Images using a Marker-wise Conditioned Diffusion Model Open
Multiplex imaging is revolutionizing pathology by enabling the simultaneous visualization of multiple biomarkers within tissue samples, providing molecular-level insights that traditional hematoxylin and eosin (H&E) staining cannot provide…
View article: Antigen reactivity defines tissue-resident memory and exhausted T cells in tumours
Antigen reactivity defines tissue-resident memory and exhausted T cells in tumours Open
CD8 + T cells are a key weapon in the therapeutic armamentarium against cancer. While CD8 + CD103 + T cells with a tissue-resident memory T (T RM ) cell phenotype have been favourably correlated with patient prognoses 1–6 , the tumour micr…
View article: SEAL: Spatially-resolved Embedding Analysis with Linked Imaging Data
SEAL: Spatially-resolved Embedding Analysis with Linked Imaging Data Open
Dimensionality reduction techniques help analysts make sense of complex, high-dimensional spatial datasets, such as multiplexed tissue imaging, satellite imagery, and astronomical observations, by projecting data attributes into a two-dime…
View article: Corrigendum to "Comprehensive Proteomics Metadata and Integrative Web Portals Facilitate Sharing and Integration of LINCS Multiomics Data".
Corrigendum to "Comprehensive Proteomics Metadata and Integrative Web Portals Facilitate Sharing and Integration of LINCS Multiomics Data". Open
View article: Morphology-Aware Profiling of Highly Multiplexed Tissue Images using Variational Autoencoders
Morphology-Aware Profiling of Highly Multiplexed Tissue Images using Variational Autoencoders Open
Spatial proteomics (highly multiplexed tissue imaging) provides unprecedented insight into the types, states, and spatial organization of cells within preserved tissue environments. To enable single-cell analysis, high-plex images are typi…
View article: Spatial determinants of tumor cell dedifferentiation and plasticity in primary cutaneous melanoma
Spatial determinants of tumor cell dedifferentiation and plasticity in primary cutaneous melanoma Open
Early detection of melanoma through skin surveillance is critical for preventing metastatic progression. Primary cutaneous melanomas at early stage offer a unique opportunity to uncover fundamental mechanisms of tumor initiation, progressi…
View article: Resident memory T cell development is gradual and shows AP-1 gene expression in mature cells
Resident memory T cell development is gradual and shows AP-1 gene expression in mature cells Open
Tissue-resident memory T (TRM) cells play a central role in immune responses across all barrier tissues after infection. However, the mechanisms that drive TRM differentiation and priming for their recall effector function remains unclear.…
View article: Supplementary Table S7 from Multimodal Spatial Profiling Reveals Immune Suppression and Microenvironment Remodeling in Fallopian Tube Precursors to High-Grade Serous Ovarian Carcinoma
Supplementary Table S7 from Multimodal Spatial Profiling Reveals Immune Suppression and Microenvironment Remodeling in Fallopian Tube Precursors to High-Grade Serous Ovarian Carcinoma Open
WTA probe details
View article: Supplementary Table S8 from Multimodal Spatial Profiling Reveals Immune Suppression and Microenvironment Remodeling in Fallopian Tube Precursors to High-Grade Serous Ovarian Carcinoma
Supplementary Table S8 from Multimodal Spatial Profiling Reveals Immune Suppression and Microenvironment Remodeling in Fallopian Tube Precursors to High-Grade Serous Ovarian Carcinoma Open
This SupplementaryTable S8 is the normalized count matrix File for GeoMx data for the manuscript: Kader, Lin, Hug and colleagues titled "Multimodal Spatial Profiling Reveals Immune Suppression and Microenvironment Remodeling in Fallopian T…
View article: Supplementary Figures 1 to 29 from Multimodal Spatial Profiling Reveals Immune Suppression and Microenvironment Remodeling in Fallopian Tube Precursors to High-Grade Serous Ovarian Carcinoma
Supplementary Figures 1 to 29 from Multimodal Spatial Profiling Reveals Immune Suppression and Microenvironment Remodeling in Fallopian Tube Precursors to High-Grade Serous Ovarian Carcinoma Open
Supplementary Figures provide additional evidence of IFN signaling pathway activation and heterogeneity during HGSOC progression.
View article: Supplementary Methods from Multimodal Spatial Profiling Reveals Immune Suppression and Microenvironment Remodeling in Fallopian Tube Precursors to High-Grade Serous Ovarian Carcinoma
Supplementary Methods from Multimodal Spatial Profiling Reveals Immune Suppression and Microenvironment Remodeling in Fallopian Tube Precursors to High-Grade Serous Ovarian Carcinoma Open
Supplementary methods describe details of CyCIF as well as GeoMx ROI collection and QC process
View article: Supplementary Table S2 from Multimodal Spatial Profiling Reveals Immune Suppression and Microenvironment Remodeling in Fallopian Tube Precursors to High-Grade Serous Ovarian Carcinoma
Supplementary Table S2 from Multimodal Spatial Profiling Reveals Immune Suppression and Microenvironment Remodeling in Fallopian Tube Precursors to High-Grade Serous Ovarian Carcinoma Open
GeoMx ROI annotations
View article: Supplementary Table S4 from Multimodal Spatial Profiling Reveals Immune Suppression and Microenvironment Remodeling in Fallopian Tube Precursors to High-Grade Serous Ovarian Carcinoma
Supplementary Table S4 from Multimodal Spatial Profiling Reveals Immune Suppression and Microenvironment Remodeling in Fallopian Tube Precursors to High-Grade Serous Ovarian Carcinoma Open
CyCIF antibody panels with RRIDs
View article: Supplementary Table S6 from Multimodal Spatial Profiling Reveals Immune Suppression and Microenvironment Remodeling in Fallopian Tube Precursors to High-Grade Serous Ovarian Carcinoma
Supplementary Table S6 from Multimodal Spatial Profiling Reveals Immune Suppression and Microenvironment Remodeling in Fallopian Tube Precursors to High-Grade Serous Ovarian Carcinoma Open
stat summary
View article: Supplementary Table S11 from Multimodal Spatial Profiling Reveals Immune Suppression and Microenvironment Remodeling in Fallopian Tube Precursors to High-Grade Serous Ovarian Carcinoma
Supplementary Table S11 from Multimodal Spatial Profiling Reveals Immune Suppression and Microenvironment Remodeling in Fallopian Tube Precursors to High-Grade Serous Ovarian Carcinoma Open
reactome pathway outcome-stroma: FT/Fim.I vs p53.I
View article: Supplementary Video from Multimodal Spatial Profiling Reveals Immune Suppression and Microenvironment Remodeling in Fallopian Tube Precursors to High-Grade Serous Ovarian Carcinoma
Supplementary Video from Multimodal Spatial Profiling Reveals Immune Suppression and Microenvironment Remodeling in Fallopian Tube Precursors to High-Grade Serous Ovarian Carcinoma Open
Supplementary Video shows MN rupture in 3D
View article: Supplementary Table S3 from Multimodal Spatial Profiling Reveals Immune Suppression and Microenvironment Remodeling in Fallopian Tube Precursors to High-Grade Serous Ovarian Carcinoma
Supplementary Table S3 from Multimodal Spatial Profiling Reveals Immune Suppression and Microenvironment Remodeling in Fallopian Tube Precursors to High-Grade Serous Ovarian Carcinoma Open
published gene set used in this study
View article: Supplementary Table S5 from Multimodal Spatial Profiling Reveals Immune Suppression and Microenvironment Remodeling in Fallopian Tube Precursors to High-Grade Serous Ovarian Carcinoma
Supplementary Table S5 from Multimodal Spatial Profiling Reveals Immune Suppression and Microenvironment Remodeling in Fallopian Tube Precursors to High-Grade Serous Ovarian Carcinoma Open
data summary