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Leontovich, Alexey A.

0009-0002-2014-8996

Mayo Clinic

Mayo Clinic

Citations 52

Phase Ib Study of Pembrolizumab in Combination with Intratumoral Injection of Clostridium novyi -NT in Patients with Advanced Solid Tumors
Nelson, Blessie Elizabeth , Jankú, Filip , Fu, Siqing , Dumbrava, Ecaterina E. , Hong, David S. , Karp, Daniel D. , Naing, Aung , Tsimberidou, Apostolia M. , Murthy, Ravi , Sheth, Rahul A. , Amaria, Rodabe N. , Carapanceanu, Nicoleta, Singh, Mahendra Pal , Carapanceanu, Valentin, Pezeshki, Abdulmohammad , Leontovich, Alexey A. , Kreider, Brent L. , Tung, David, Varterasian, Mary , Khazaie, Khashayarsha , Piha‐Paul, Sarina A. , Rodon, Jordi , Tsimberidou, Apostolia Maria , Murthy, Ravi , Sheth, Rahul A , Amaria, Rodabe N , Conley, Anthony P , Damodaran, Senthil , Raghav, Kanwal P S , Carapanceanu, Nicoleta , Singh, Mahendra Pal , Carapanceanu, Valentin , Pezeshki, Abdulmohammad , Kreider, Brent , Tung, David , Varterasian, Mary , Khazaie, Khashayarsha , Piha-Paul, Sarina A , Hong, David S , Conley, Anthony P. , Raghav, Kanwal

Clinical Cancer Research | July 11, 2025 | Volume: 31 | Issue: 18 | Pages: 3864-3875

10.1158/1078-0432.ccr-24-3952 Get It

Abstract Purpose: Intratumoral injection of Clostridium novyi-nontoxic (C. novyi-NT), lacking alpha-toxin, germinates and subsequently replicates in the tumor hypoxic regions, causing cell lysis and inflammation. This phase Ib study investigated the safety and synergistic effects of pembrolizumab and C. novyi-NT in advanced solid tumors. Patients and Methods: Patients with injectable solid tumors received one intratumoral C. novyi-NT injection (day 8) across four dose cohorts (3 × 104 to 100 × 104 spores) with pembrolizumab (200 mg intravenously every 3 weeks, day 0–24 months). Sixteen patients were enrolled with a median age of 62.5 years, and the most common tumor types were breast cancer and melanoma. Results: The combination therapy demonstrated a manageable safety profile, with one grade 3 dose-limiting toxicity of abscess formation and the remainder of treatment-related adverse events in ≥10% of patients being grade 1 or 2 injection site reaction (25%), pyrexia (19%), pruritus (13%), leukopenia (13%), and anemia (13%). The maximum tolerated dose was determined to be pembrolizumab intravenously at 200 mg every 3 weeks and a single dose of 100 × 104C.novyi-NT spores intratumorally on day 8. The confirmed overall objective response rate of 25% was observed among four patients with nonkeratinizing undifferentiated nasopharyngeal squamous carcinoma, human papilloma virus–positive squamous cell carcinoma of the base of the tongue, vulvar melanoma, and chordoma. Among these patients, we obtained three partial responses and one complete response. The median duration of the response was 10.93 months, and stable disease was observed in 69% of patients. Conclusions: This study highlights the potential of the C. novyi-NT and pembrolizumab combination as a promising therapeutic strategy for treatment-refractory solid tumors.
Spatially-Delineated Domain-Adapted AI Classification: An Application for Oncology Data
Farhadloo, Majid , Leontovich, Alexey A. , Shekhar, Shashi , Sharma, Arun , Sharma, Arun Kumar , Markovic, Svetomir N. , Shekhar, Shashi

Proceedings of the 2025 SIAM International Conference on Data Mining (SDM) | April 30, 2025 | Volume: No volume available | Issue: No issue available | Pages: 487-496

10.1137/1.9781611978520.53 Get It

Melanoma-Derived Extracellular Vesicles Induce CD36-Mediated Pre-Metastatic Niche
Suman, Shankar , Nevala, Wendy K. , Leontovich, Alexey A. , Ward, Caitlin , Jakub, James W. , Kim, Yohan, Geng, Liyi, Stueven, Noah A. , Atherton, Chathu L., Moore, Raymond M. , Schimke, Jill M. , Lucien, Fabrice , McLaughlin, Sarah A., Lucien, Fabrice , Jakub, James W , Moore, Raymond , Markovic, Svetomir N.

Biomolecules | July 12, 2024 | Volume: 14 | Issue: 7 | Pages: 837

10.3390/biom14070837 Get It

CD36 expression in both immune and non-immune cells is known to be directly involved in cancer metastasis. Extracellular vesicles (EVs) secreted by malignant melanocytes play a vital role in developing tumor-promoting microenvironments, but it is unclear whether this is mediated through CD36. To understand the role of CD36 in melanoma, we first analyzed the SKCM dataset for clinical prognosis, evaluated the percentage of CD36 in lymphatic fluid-derived EVs (LEVs), and tested whether melanoma-derived EVs increase CD36 expression and induce M2-macrophage-like characteristics. Furthermore, we performed a multiplex immunofluorescence (MxIF) imaging analysis to evaluate the CD36 expression and its colocalization with various other cells in the lymph node (LN) of patients and control subjects. Our findings show that cutaneous melanoma patients have a worse clinical prognosis with high CD36 levels, and a higher percentage of CD36 in total LEVs were found at baseline in melanoma patients compared to control. We also found that monocytic and endothelial cells treated with melanoma EVs expressed more CD36 than untreated cells. Furthermore, melanoma-derived EVs can regulate immunosuppressive macrophage-like characteristics by upregulating CD36. The spatial imaging data show that cells in tumor-involved sentinel LNs exhibit a higher probability of CD36 expression than cells from control LNs, but this was not statistically significant. Conclusively, our findings demonstrated that CD36 plays a vital role in controlling the immunosuppressive microenvironment in the LN, which can promote the formation of a protumorigenic niche.
Towards Spatially-Lucid AI Classification in Non-Euclidean Space: An Application for MxIF Oncology Data
Farhadloo, Majid , Gupta, Jayant, Leontovich, Alexey A. , Sharma, Arun , Sharma, Arun Kumar , Markovic, Svetomir N. , Shekhar, Shashi

Proceedings of the 2024 SIAM International Conference on Data Mining (SDM) | April 11, 2024 | Volume: No volume available | Issue: No issue available | Pages: 616-624

10.1137/1.9781611978032.71 Get It

Abstract 2905: Spatial analysis of neuropilin 2 expression in the microenvironment of melanoma
Moore, Raymond M. , Leontovich, Alexey A. , Dicke, Betty A., Stueven, Noah A. , Atherton, Chathu, Nevala, Wendy K. , Dimou, Anastasios , Ward, Caitlin , Guo, Ruifeng, Wang, Chen , Suman, Shankar , Schimke, Jill M. , Atherton, Chathu L., Markovic, Svetomir N.

Cancer Research | March 22, 2024 | Volume: 84 | Issue: 6_Supplement | Pages: 2905-2905

10.1158/1538-7445.am2024-2905 Get It

Abstract Background: Neuropilin 2 (NRP2) is a co-receptor that enhances signaling of growth factor and cytokine receptors and is expressed in tumor and microenvironment (TME) cells in melanoma and other tumors. Neuropilin 2 expression in tumor cells is associated with more aggressive tumors. Expression in tumor associated macrophages enhances efferocytosis and immunologically silent tumor cell death. Methods: Whole excisional lymph node biopsies were obtained from 10 treatment naïve patients with metastatic cutaneous melanoma who subsequently received anti-PD1 treatment. A single 5mm formalin-fixed paraffin embedded tissue section was used to assess a panel of 39 analytes by cyclic multiplex immunofluorescence (MxIF). Fields of view (~1mm2, n=288) were selected from pathologist-annotated regions of the tumor core, tumor-immune interface and adjacent lymphoid tissue. Pixel-based single cell segmentation and a supervised classifier approach was applied to resolve 12 distinct tumor, stromal and immune cell phenotypes and functional states (NRP2 positive or negative) in 1.5 million cells. Results: Tumor recurrence was observed in 6 patients (relapsed), whereas 4 patients were recurrence-free (non-relapsed) during follow up. Among the different cell types, NRP2 expression was more frequent in macrophages (44%), tumor cells (40%), dendritic cells (40%), followed by Tregs (31%) and T helper cells (29%), and less frequent in neutrophils (24%), cytotoxic T cells (23%) and B cells (15%). In colocalization permutation analysis, NRP2 expressing macrophages clustered away from tumor cells in non-relapsed patients while a random spatial distribution of NRP2 expressing macrophages with respect to tumor cells was observed in relapsed patients. In comparing the odds of tumor cell interactions with NRP2-expressing macrophages to those with NRP2 non-expressing macrophages, we found in the tumor:stromal interface (10% tumor cells) that cells from both non-relapsed and relapsed patients were more likely to interact with NRP2 non-expressing macrophages (OR = 0.73, 95% CI = [0.71, 0.75] and OR = 0.56, 95% CI = [0.55, 0.58] for non-relapsed and relapsed patients, respectively). However, in the tumor core (90% tumor cells), tumor cells from relapsed patients had significantly higher odds of interacting with NRP2 expressing macrophages, (OR = 1.15, 95% CI = [1.12, 1.18]), and this was not seen for non-relapsed patients (OR = 0.68, 95% CI = [0.66, 0.71]). In FOVs dominated by tumor cells (75% tumor), tumor cells from relapsed patients had 4.97 times the odds of expressing NRP2 compared to tumor cells from non-relapsed patients (95% CI = [2.23, 11.09], p = 0.0001). Conclusions: These spatial analytics suggest complex interactions among NRP2 expression in tumor and TME of melanoma determining risk for relapse with anti-PD1 treatment. Citation Format: Anastasios Dimou, Raymond M. Moore, Caitlin Ward, Alexey Leontovich, Ruifeng Guo, Chen Wang, Shankar Suman, Betty Dicke, Jill M. Schimke, Noah A. Stueven, Chathu A. Atherton, Wendy Nevala, Svetomir N. Markovic. Spatial analysis of neuropilin 2 expression in the microenvironment of melanoma [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 2905.
Abstract 1503: Melanoma-derived lymphatic extracellular vesicles suppress dendritic cell differentiation and maturation in the sentinel lymph node
Nevala, Wendy K. , Guo, Ray, Leontovich, Alexey A. , Moore, Raymond M. , Atherton, Chathu L., Geng, Liyi, McLaughlin, Sarah A. , Suman, Shankar , Jakub, James W. , Johnson, Jeffrey , Markovic, Svetomir N.

Cancer Research | March 22, 2024 | Volume: 84 | Issue: 6_Supplement | Pages: 1503-1503

10.1158/1538-7445.am2024-1503 Get It

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.
Aging is associated with an increase in regulatory T cells, MCP-1 and RANTES (179.13)
Nevala, Wendy K. , Dronca, Roxana , Leontovich, Alexey A. , Markovic, Svetomir, Mansfield, Aaron S. , Markovic, Svetomir N.

The Journal of Immunology | January 1, 2023 | Volume: 188 | Issue: 1_Supplement | Pages: 179.13-179.13

10.4049/jimmunol.188.supp.179.13 Get It

Abstract We have observed Th2 polarization in patients with metastatic malignant melanoma. We hypothesized that changes in the immune system with age may parallel changes we have seen in patients with cancer. We analyzed the peripheral blood of 389 healthy blood donors. We profiled T cell subsets in 389 of the subjects, and antigen-specific tetramers for CMV, influenza and MART-1 in 58 of the subjects. We used a cytokine multiplex to analyze 42 cytokines in 95 of the subjects. We observed significant increases in CD4+ Th2 cells, and decreases in CD3+ T cells, cytotoxic T cells and helper T cells with age. There were fewer CMV-, influenza- and MART-1- specific naïve and CD8+ T cells with age. There were also significant increases in MCP-1 and RANTES with age. We observed differences between males in females in their cytokine profiles in their 20-40’s but not in their 50-60’s. In summary, we have found that aging is associated with an increase in CD4+ Th2 cells and concomitant decreases in total T cell count, cytotoxic T cells and helper T cells. Furthermore, aging is associated with increases in MCP-1 and RANTES. Females had different cytokine profiles than males before menopause, but not after.
109 Quantitative spatial assessment of the tumor-immune microenvironment in the metastatic melanoma lymph node
Maus, Rachel L.G., Moore, Raymond C., Leontovich, Alexey A. , Dona, Chathu, Dicke, Betty A., Moore, Raymond, Fogarty, Zachary C. , Guo, Ruifeng, Tekin, Burak , Schimke, Jill M. , Chen, Benjamin K. , Markovic, Svetomir N.

Regular and Young Investigator Award Abstracts | November 7, 2022 | Volume: No volume available | Issue: No issue available | Pages: A119-A119

10.1136/jitc-2022-sitc2022.0109 Get It

SAMCNet: Towards a Spatially Explainable AI Approach for Classifying MxIF Oncology Data
Farhadloo, Majid , Molnar, Carl , Luo, Gaoxiang , Li, Yan , Maus, Rachel L.G., Leontovich, Alexey A. , Moore, Raymond C., Shekhar, Shashi , Markovic, Svetomir N. , Moore, Raymond

Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 12, 2022 | Volume: No volume available | Issue: No issue available | Pages: 2860-2870

10.1145/3534678.3539168 Get It

Resolving the Heterogeneous Tumor-Centric Cellular Neighborhood through Multiplexed, Spatial Paracrine Interactions in the Setting of Immune Checkpoint Blockade
Maus, Rachel L.G., Leontovich, Alexey A. , Moore, Raymond M. , Becher, Laura , Nevala, Wendy K. , Flotte, Thomas J. , Guo, Ruifeng , Dicke, Betty A., Yan, Yiyi , Leontovich, Alexey L, Schimke, Jill, Guo, Ruifeng , Schimke, Jill M. , Markovic, Svetomir N.

Cancer Research Communications | February 10, 2022 | Volume: 2 | Issue: 2 | Pages: 78-89

10.1158/2767-9764.crc-21-0146 Get It

Direct interactions between tumor and immune cells mediate the antitumor effect of all modern cancer immunotherapeutic agents. Simultaneously, tumor cells have evolved mechanisms of evasion, including the downregulation of HLA-I, potentially disrupting the mechanism of action employed by many immune checkpoint inhibitors. And yet, the in situ interplay between these cells within the tumor immune microenvironment (TIME) remains elusive. Recent advances in histologic multiplex bioimaging platforms have enabled in-depth molecular characterization of single cells within spatially preserved and clinically archived tumor tissues. Herein, we applied multiplex immunofluorescence to excisional lymph node biopsies from 14 patients with metastatic melanoma who experienced clear objective responses to immunotherapy (7 complete response; 7 progressive disease) to determine distinguishing features of the TIME in the pretreatment setting. Distinct regions of the TIME were evaluated using 35 proteins probing tumor, immune, and vasculature components across 323 fields of view. Single-cell compositional analysis confirmed established prognostic immune cell types including increased prevalence of cytotoxic T cells within the tumor core fields of view of responders. Integrating single-cell quantification with the spatial arrangement of cellular neighborhoods surrounding tumor cells revealed novel, spatial immune signatures capable of stratifying TIME based on clinical response. Our analysis revealed dynamic cellular composition of the tumor-centric cellular neighborhood (TCCN) based on anatomic subregion, functional expression of HLA-I by the index tumor cell and ultimately clinical response to immunotherapy. Overall, this study provides an analytic framework to resolve the cellular complexity of the TIME, increasingly relevant to the outcomes of modern cancer immunotherapy. Significance: Findings from this work propose a novel approach to resolving clinical heterogeneity of the TIME by objectively quantifying the cellular interactions occurring in metastatic melanoma lymph node tissue utilizing multiplex immunofluorescence. This study provides an analytic and biologically derived unit of measure, the TCCN which is customizable for studying critical paracrine interactions within spatially preserved tissue of various cancers and across the spectrum of multiplex imaging modalities.