Cytotoxic NK Cells Impede Response to Checkpoint Immunotherapy in Melanoma with an Immune-Excluded Phenotype
Joanna Pozniak, Niccolò Roda, Ewout Landeloos, Asier Antoranz, Yannick Van Herck, Amber De Visscher, Philip Georg Demaerel, Lukas Vanwynsberghe, Jeroen Declercq, Christos Gkemisis, Greet Bervoets, Ayse Bassez, Robin Browaeys, Lotte Pollaris , Francesca M. Bosisio, Veerle Boecxstaens, Yvan Saeys, Diether Lambrechts, Patrick Matthys, Oliver Bechter & Jean-Christophe Marine
Immune checkpoint blockade (ICB) targeting PD‑1 has transformed melanoma therapy, yet half of patients do not benefit, often due to unclear resistance mechanisms. Immune exclusion-the inability of lymphocytes to enter the tumor nest-is a key barrier, and studies using only baseline or late post-treatment samples may miss early immune dynamics.
We hypothesized that treatment-induced changes occur after a single ICB cycle. In an interventional study, we profiled melanoma with single-cell RNA-seq, analyzing 46 tumor samples from 23 patients, including 20 matched pre- and early on-treatment biopsies. We identified 20 immune cell types and linked their abundance to response. Consistent with prior work, responders were enriched for CD8+ T cell subsets, particularly CD8+ CXCL13+ T cells, at both timepoints. Surprisingly, cytotoxic natural killer (NK) cells were significantly enriched in non-responders early on treatment, validated in two independent melanoma cohorts and one breast cancer scRNA-seq cohort.
Spatial transcriptomic and proteomic analyses from the same lesions showed that in non-responders, NK and CD8+ T cells co-accumulated at the tumor rim but failed to penetrate the core, consistent with immune exclusion; responding tumors showed co-localization within the parenchyma. In an immune-excluded mouse melanoma model, pharmacologic NK cell depletion enhanced CD8+ T cell infiltration into the core and enabled tumor clearance with anti-PD‑1. Mechanistically, NK cells were recruited to excluded regions via CX3CR1 and constrained CD8+ T cell infiltration and function. These findings identify an unexpected NK cell – mediated resistance axis and suggest targeting NK recruitment or activity to overcome immune exclusion and improve ICB responses.
Joanna Pozniak, Niccolò Roda, Ewout Landeloos, Asier Antoranz, Yannick Van Herck, Amber De Visscher, Philip Georg Demaerel, Lukas Vanwynsberghe, Jeroen Declercq, Christos Gkemisis, Greet Bervoets, Ayse Bassez, Robin Browaeys, Lotte Pollaris , Francesca M. Bosisio, Veerle Boecxstaens, Yvan Saeys, Diether Lambrechts, Patrick Matthys, Oliver Bechter & Jean-Christophe Marine
Immune checkpoint blockade (ICB) targeting PD‑1 has transformed melanoma therapy, yet half of patients do not benefit, often due to unclear resistance mechanisms. Immune exclusion-the inability of lymphocytes to enter the tumor nest-is a key barrier, and studies using only baseline or late post-treatment samples may miss early immune dynamics.
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We hypothesized that treatment-induced changes occur after a single ICB cycle. In an interventional study, we profiled melanoma with single-cell RNA-seq, analyzing 46 tumor samples from 23 patients, including 20 matched pre- and early on-treatment biopsies. We identified 20 immune cell types and linked their abundance to response. Consistent with prior work, responders were enriched for CD8+ T cell subsets, particularly CD8+ CXCL13+ T cells, at both timepoints. Surprisingly, cytotoxic natural killer (NK) cells were significantly enriched in non-responders early on treatment, validated in two independent melanoma cohorts and one breast cancer scRNA-seq cohort.
Spatial transcriptomic and proteomic analyses from the same lesions showed that in non-responders, NK and CD8+ T cells co-accumulated at the tumor rim but failed to penetrate the core, consistent with immune exclusion; responding tumors showed co-localization within the parenchyma. In an immune-excluded mouse melanoma model, pharmacologic NK cell depletion enhanced CD8+ T cell infiltration into the core and enabled tumor clearance with anti-PD‑1. Mechanistically, NK cells were recruited to excluded regions via CX3CR1 and constrained CD8+ T cell infiltration and function. These findings identify an unexpected NK cell – mediated resistance axis and suggest targeting NK recruitment or activity to overcome immune exclusion and improve ICB responses.
Joanna Poźniak
Joanna holds a Bachelor’s degree in Molecular Biology and an international Master’s degree in Biotechnology from Adam Mickiewicz University in Poznań, Poland. She completed her PhD at the University of Leeds as part of the Marie Skłodowska-Curie Early Training Network (MELGEN), where her research focused on characterizing immune infiltration across a large cohort of primary melanoma transcriptomes using bioinformatics and statistical approaches.
She is currently a Senior Postdoctoral Researcher in Bioinformatics at the Marine Lab (VIB – KU Leuven, Belgium), supported by Marie Skłodowska-Curie and STK Belgian fellowships. Her work focuses on melanoma heterogeneity and responses to immunotherapy, employing single-cell sequencing and spatial transcriptomics. Her contributions have been recognized with the prestigious Society for Melanoma Research (SMR) Young Investigator Award.
More about Dr. Joanna Poźniak.
Joanna holds a Bachelor’s degree in Molecular Biology and an international Master’s degree in Biotechnology from Adam Mickiewicz University in Poznań, Poland. She completed her PhD at the University of Leeds as part of the Marie Skłodowska-Curie Early Training Network (MELGEN), where her research focused on characterizing immune infiltration across a large cohort of primary melanoma transcriptomes using bioinformatics and statistical approaches.
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She is currently a Senior Postdoctoral Researcher in Bioinformatics at the Marine Lab (VIB – KU Leuven, Belgium), supported by Marie Skłodowska-Curie and STK Belgian fellowships. Her work focuses on melanoma heterogeneity and responses to immunotherapy, employing single-cell sequencing and spatial transcriptomics. Her contributions have been recognized with the prestigious Society for Melanoma Research (SMR) Young Investigator Award.
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