Guo, Ray

Abstract Background: The tumor microenvironment (TME) plays a pivotal role in ovarian cancer (OC) progression and prognosis, while also contributing to biological differences between primary and metastatic tumors. This study examines OC TMEs to uncover associations with clinical prognosis and tumor biology by analyzing paired primary and metastatic tumors from the same patients. Methods: This study focused on 57 stage-IIIC/IV OC patients treated at the Mayo Clinic, all of whom underwent surgical debulking and adjuvant therapies. All patients provided informed consent, and the study received IRB approval. A tissue microarray (TMA) was specifically designed and constructed, containing paired primary and metastatic tissue cores from the same patients. 147 tissue cores from the constructed TMA were profiled using a 35-antibody panel, with 17 antibodies for cell phenotyping and 18 for functional state characterization. Profiling was performed using Cell DIVE, a multiplexed imaging solution at the single-cell level developed by Leica Microsystems. After cell segmentations and classifications, detailed spatial niche and regional analyses were performed at the single-cell level. Immune cell populations, as well as their TME distributions, were characterized to conduct prognostic associations and contrast primary and metastasis differences. Results: A total of 1,292,988 total cells (after excluding low-density signals and ambiguous classifications) were analyzed, with a median of 8,033 cells per core. Using spatial neighborhood analysis, 12 distinct spatial niches were identified with specific cell types and/or unique functional states. Among these, a macrophage- and fibroblast-enriched niche at the tumor-stroma interface was associated with improved overall survival (p=0.008). Another rare Treg-enriched niche, along with other immune cells, demonstrated protective effects, particularly in patients with residual macroscopic tumors after debulking surgery (p=0.05), while no significant effects were observed in those without visible residual disease (p=0.8). When comparing primary and metastatic tumors, metastatic lesions exhibited significantly increased tumor mass (p=2e-4) and a notable reduction in helper T cells (p=0.04) in tumor areas, as well as significantly increased fibroblast cells in tumor-stroma interfacing regions (p=0.002), reflecting distinct immunosuppressive and tumor-promoting shifts. Conclusion: This study reveals spatial and cellular differences in primary and metastatic OC TMEs, distribution differences linked to prognosis and surgical outcomes. These findings emphasize the potential of spatially resolved TME profiling to refine adjuvant and neoadjuvant therapeutic strategies. Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2025; Part 1 (Regular Abstracts); 2025 Apr 25-30; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2025;85(8_Suppl_1):Abstract nr 6266.

Abstract Spread to regional lymph nodes is the most common site of metastasis from melanoma and almost all solid tumors. Lymphatic metastases begin in the first lymph nodes draining from the primary tumor, i.e., the sentinel lymph nodes (SLN), preceded by the development of the premetastatic niche (PMN) initiated by primary cutaneous melanoma. Melanoma mediators are known to play a critical role in developing the PMN through the immune subversion in SLN. The DCs are a vital component of LN immunity that directly relates to eliciting T-cell functions. Our multiplex immunofluorescence (MxIF) analysis of SLNs indicates significantly decreased levels of DCs and cytotoxic-T cells in both core and interface areas of tumors in recurred patients treated with immunotherapy compared to non-recurred melanoma patients. The goal of this study is to determine whether the lymphatic extracellular vesicles (L-EVs) of melanoma patients regulate DC tolerization in SLN in order to stimulate the development of PMN. To identify whether L-EVs stimulate DC suppression, we extracted L-EVs from the lymphatic fluid of patients with melanoma downstream of primary cutaneous melanomas, compared it with controls (non-malignant post-operative fluid collected from the lymph node dissection field, and evaluated their effect on DC maturation by challenging these L-EVs in monocytic (CD14+) and hematopoietic stem cells (CD34+) cells. We found that L-EVs derived from melanoma patients suppress differentiation of CD11c+HLA-DR+ DCs and their maturation (defined by CD83 and CD86) compared to control L-EVs in CD14+ based DC maturation assay. We also found a reduction of conventional type 1 DC (cDC1) in CD34+-based DC maturation assay those challenged with patients’ L-EVs compared to control. To understand the mechanism of DC suppression in patients' L-EVs, we also conducted a total RNA sequencing analysis of subsets of DCs from maturation experiments to evaluate differently regulated transcriptomic profiles. The gene ontology analysis indicates that patient-derived L-EVs interfere with tRNA processing, oncostatin M & IL-10 signaling, and other immunoregulatory pathways to alter the hematopoietic cell lineage pathways in the DC maturation. Furthermore, the proteomic analysis of L-EVs also indicated several differentially regulated cargo-identified proteins in patient L-EVs, which are associated with immunomodulation, including regulation of DC function compared to control L-EVs. In conclusion, our study revealed that the patient's L-EVs carry differential proteomic cargoes secreted by cutaneous melanoma, which may be involved in regulating DC differentiation and maturation to diminish their functions and support the developing PMN in SLN. Citation Format: Shankar Suman, Wendy K. Nevala, James W. Jakub, Ray Guo, Alexey A. Leontovich, Raymond M. Moore, Chathu L. Atherton, Liyi Geng, Jeffrey E. Johnson, Sarah A. McLaughlin, Svetomir N. Markovic. Melanoma-derived lymphatic extracellular vesicles suppress dendritic cell differentiation and maturation in the sentinel lymph node [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2024; Part 1 (Regular Abstracts); 2024 Apr 5-10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2024;84(6_Suppl):Abstract nr 1503.