Sandra Martinez-Morilla, Myrto Moutafi, Aileen I Fernandez, Shlomit Jessel, Prajan Divakar, Pok Fai Wong, Rolando Garcia-Milian, Kurt A Schalper, Harriet M Kluger, David L Rimm
{"title":"黑色素瘤的数字空间图谱显示免疫细胞中CD95的表达与免疫疗法的耐药性有关。","authors":"Sandra Martinez-Morilla, Myrto Moutafi, Aileen I Fernandez, Shlomit Jessel, Prajan Divakar, Pok Fai Wong, Rolando Garcia-Milian, Kurt A Schalper, Harriet M Kluger, David L Rimm","doi":"10.1080/2162402X.2023.2260618","DOIUrl":null,"url":null,"abstract":"<p><p>Although immune checkpoint inhibitor (ICI) therapy has dramatically improved outcome for metastatic melanoma patients, many patients do not benefit. Since adverse events may be severe, biomarkers for resistance would be valuable, especially in the adjuvant setting. We performed high-plex digital spatial profiling (DSP) using the NanoString GeoMx® on 53 pre-treatment specimens from ICI-treated metastatic melanoma cases. We interrogated 77 targets simultaneously in four molecular compartments defined by S100B for tumor, CD68 for macrophages, CD45 for leukocytes, and nonimmune stromal cells defined as regions negative for all three compartment markers but positive for SYTO 13. For DSP validation, we confirmed the results obtained for some immune markers, such as CD8, CD4, CD20, CD68, CD45, and PD-L1, by quantitative immunofluorescence (QIF). In the univariable analysis, 38 variables were associated with outcome, 14 of which remained significant after multivariable adjustment. Among them, CD95 was further validated using multiplex immunofluorescence in the Discovery immunotherapy (ITX) Cohort and an independent validation cohort with similar characteristics, showing an association between high levels of CD95 and shorter progression-free survival. We found that CD95 in stroma was associated with resistance to ICI. With further validation, this biomarker could have value to select patients that will not benefit from immunotherapy.</p>","PeriodicalId":19683,"journal":{"name":"Oncoimmunology","volume":"12 1","pages":"2260618"},"PeriodicalIF":7.2000,"publicationDate":"2023-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/fc/dc/KONI_12_2260618.PMC10540659.pdf","citationCount":"0","resultStr":"{\"title\":\"Digital spatial profiling of melanoma shows CD95 expression in immune cells is associated with resistance to immunotherapy.\",\"authors\":\"Sandra Martinez-Morilla, Myrto Moutafi, Aileen I Fernandez, Shlomit Jessel, Prajan Divakar, Pok Fai Wong, Rolando Garcia-Milian, Kurt A Schalper, Harriet M Kluger, David L Rimm\",\"doi\":\"10.1080/2162402X.2023.2260618\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Although immune checkpoint inhibitor (ICI) therapy has dramatically improved outcome for metastatic melanoma patients, many patients do not benefit. Since adverse events may be severe, biomarkers for resistance would be valuable, especially in the adjuvant setting. We performed high-plex digital spatial profiling (DSP) using the NanoString GeoMx® on 53 pre-treatment specimens from ICI-treated metastatic melanoma cases. We interrogated 77 targets simultaneously in four molecular compartments defined by S100B for tumor, CD68 for macrophages, CD45 for leukocytes, and nonimmune stromal cells defined as regions negative for all three compartment markers but positive for SYTO 13. For DSP validation, we confirmed the results obtained for some immune markers, such as CD8, CD4, CD20, CD68, CD45, and PD-L1, by quantitative immunofluorescence (QIF). In the univariable analysis, 38 variables were associated with outcome, 14 of which remained significant after multivariable adjustment. Among them, CD95 was further validated using multiplex immunofluorescence in the Discovery immunotherapy (ITX) Cohort and an independent validation cohort with similar characteristics, showing an association between high levels of CD95 and shorter progression-free survival. We found that CD95 in stroma was associated with resistance to ICI. 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Digital spatial profiling of melanoma shows CD95 expression in immune cells is associated with resistance to immunotherapy.
Although immune checkpoint inhibitor (ICI) therapy has dramatically improved outcome for metastatic melanoma patients, many patients do not benefit. Since adverse events may be severe, biomarkers for resistance would be valuable, especially in the adjuvant setting. We performed high-plex digital spatial profiling (DSP) using the NanoString GeoMx® on 53 pre-treatment specimens from ICI-treated metastatic melanoma cases. We interrogated 77 targets simultaneously in four molecular compartments defined by S100B for tumor, CD68 for macrophages, CD45 for leukocytes, and nonimmune stromal cells defined as regions negative for all three compartment markers but positive for SYTO 13. For DSP validation, we confirmed the results obtained for some immune markers, such as CD8, CD4, CD20, CD68, CD45, and PD-L1, by quantitative immunofluorescence (QIF). In the univariable analysis, 38 variables were associated with outcome, 14 of which remained significant after multivariable adjustment. Among them, CD95 was further validated using multiplex immunofluorescence in the Discovery immunotherapy (ITX) Cohort and an independent validation cohort with similar characteristics, showing an association between high levels of CD95 and shorter progression-free survival. We found that CD95 in stroma was associated with resistance to ICI. With further validation, this biomarker could have value to select patients that will not benefit from immunotherapy.
期刊介绍:
Tumor immunology explores the natural and therapy-induced recognition of cancers, along with the complex interplay between oncogenesis, inflammation, and immunosurveillance. In response to recent advancements, a new journal, OncoImmunology, is being launched to specifically address tumor immunology. The field has seen significant progress with the clinical demonstration and FDA approval of anticancer immunotherapies. There's also growing evidence suggesting that many current chemotherapeutic agents rely on immune effectors for their efficacy.
While oncologists have historically utilized chemotherapeutic and radiotherapeutic regimens successfully, they may have unwittingly leveraged the immune system's ability to recognize tumor-specific antigens and control cancer growth. Consequently, immunological biomarkers are increasingly crucial for cancer prognosis and predicting chemotherapy efficacy. There's strong support for combining conventional anticancer therapies with immunotherapies. OncoImmunology will welcome high-profile submissions spanning fundamental, translational, and clinical aspects of tumor immunology, including solid and hematological cancers, inflammation, and both innate and acquired immune responses.