Evolution of immune infiltration and immune triad formation across early melanoma progression
Kayla MarksiD, Abigail Florell-Orton, Min Hu, Burke Lawlor, Scott R. FlorelliD, Mitchell S. StarkiD, Kathleen Janee GreeniD, Dekker C. DeaconiD, Frederick R. AdleriD, Robert L. Judson‐TorresiD, Melissa Quino ReevesiD
Abstract
Tumor-infiltrating lymphocytes (TIL) in melanoma are a clinically important prognostic marker and are routinely used to inform patient care. However, when immune recognition of transformed melanocytes begins and how it evolves during early melanoma progression is not well understood. Using spatial transcriptomics and a unique cohort of patient-matched lesions representing multiple stages of early evolution, we investigate T cells, dendritic cells (DCs) and multi-cell immune "triads" during melanoma initiation. We find that T cell and DC density, triad density, and triad proximity to melanoma cells are elevated in regions of Stage I invasive melanoma as compared to Stage 0 in situ lesions and nevi. Further, we find that triad abundance correlates with both T cell and DC density, but is not predicted by clustering patterns of these cell types over larger spatial scales. We conclude that immune recognition of melanoma and engagement with the lesion significantly increases with progression from Stage 0 to Stage I disease. Further, using nevi that are depth-matched in the dermis to Stage I invasive lesions, we demonstrate this increased immune recognition is not a consequence of dermal invasion alone. This points to a paradigm where immune engagement of invasive melanoma reflects recognition of melanoma cell-intrinsic changes that emerge in Stage I disease.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 0
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- The spatial landscape of progression and immunoediting in primary melanoma at single cell resolution
A. J. Nirmal, Z. Maliga, … P. K. Sorger·bioRxiv·May 23, 2021
- The initial melanoma T cell infiltrate is defined by tissue-resident programs restrained by regulatory T cells
Jason B. Williams, Shishir Mani Pant, … Thomas Seth Kupper·bioRxiv·Oct 21, 2025
- Quantitative multiplex immunohistochemistry reveals inter- and intra-patient lymphovascular and immune heterogeneity in primary cutaneous melanoma
J. Femel, J. L. Booth, … A. W. Lund·bioRxiv·Oct 8, 2021
- Cellular interactions in the sentinel lymph node predict melanoma recurrence
Sabrina M. Solis, Yang Yang, … Ramin S. Herati·bioRxiv·Dec 17, 2025
- Multiomic profiling of a unique in-transit melanoma cohort identifies melanoma differentiation as predictor of tumor progression and therapy response
Giuseppe Tarantino, Anne Zaremba, … Dirk Schadendorf·bioRxiv·Oct 1, 2025
- CD38hiCD19dim cells in lymph nodes predict favorable prognosis in patients with stage III melanoma receiving adjuvant PD-1-blockade
Ieva Ailte, Sudhir Kumar Chauhan, … Eivind Valen Egeland·Frontiers in OncologyPeer-reviewed·May 4, 2026