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Lazcano R, Barreto CM, Salazar R, Carapeto F, Traweek RS, Leung CH, Gite S, Mehta J, Ingram DR, Wani KM, Vu KAT, Parra ER, Lu W, Zhou J, Witt RG, Cope B, Thirasastr P, Lin HY, Scally CP, Conley AP, Ratan R, Livingston JA, Zarzour AM, Ludwig J, Araujo D, Ravi V, Patel S, Benjamin R, Wargo J, Wistuba II, Somaiah N, Roland CL, Keung EZ, Solis L, Wang WL, Lazar AJ, Nassif EF. The immune landscape of undifferentiated pleomorphic sarcoma. Front Oncol 2022; 12:1008484. [PMID: 36313661 PMCID: PMC9597628 DOI: 10.3389/fonc.2022.1008484] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2022] [Accepted: 09/19/2022] [Indexed: 11/25/2022] Open
Abstract
Introduction Undifferentiated pleomorphic sarcoma (UPS) can be associated with a relatively dense immune infiltration. Immune checkpoint inhibitors (anti-PD1, anti-PDL1, and anti-CTLA4) are effective in 20% of UPS patients. We characterize the immune microenvironment of UPS and its association with oncologic outcomes. Material and methods Surgically resected UPS samples were stained by immunohistochemistry (IHC) for the following: tumor-associated immune cells (CD3, CD8, CD163, CD20), immune checkpoints (stimulatory: OX40, ICOS; inhibitory: PD-L1, LAG3, IDO1, PD1), and the adenosine pathway (CD73, CD39). Sections were reviewed for the presence of lymphoid aggregates (LA). Clinical data were retrospectively obtained for all samples. The Wilcoxon rank-sum and Kruskal-Wallis tests were used to compare distributions. Correlations between biomarkers were measured by Spearman correlation. Univariate and multivariate Cox models were used to identify biomarkers associated with overall survival (OS) and disease-free survival (DFS). Unsupervised clustering was performed, and Kaplan-Meier curves and log-rank tests used for comparison of OS and DFS between immune clusters. Results Samples analyzed (n=105) included 46 primary tumors, 34 local recurrences, and 25 metastases. LA were found in 23% (n=10/43), 17% (n=4/24), and 30% (n=7/23) of primary, recurrent, and metastatic samples, respectively. In primary UPS, CD73 expression was significantly higher after preoperative radiation therapy (p=0.009). CD39 expression was significantly correlated with PD1 expression (primary: p=0.002, recurrent: p=0.004, metastatic: p=0.001), PD-L1 expression (primary: p=0.009), and CD3+ cell densities (primary: p=0.016, recurrent: p=0.043, metastatic: p=0.028). In recurrent tumors, there was a strong correlation between CD39 and CD73 (p=0.015), and both were also correlated with CD163+ cell densities (CD39 p=0.013; CD73 p<0.001). In multivariate analyses, higher densities of CD3+ and CD8+ cells (Cox Hazard Ratio [HR]=0.33; p=0.010) were independently associated with OS (CD3+, HR=0.19, p<0.001; CD8+, HR= 0.33, p=0.010) and DFS (CD3+, HR=0.34, p=0.018; CD8+, HR=0.34, p= 0.014). Unsupervised clustering of IHC values revealed three immunologically distinct clusters: immune high, intermediate, and low. In primary tumors, these clusters were significantly associated with OS (log-rank p<0.0001) and DFS (p<0.001). Conclusion We identified three immunologically distinct clusters of UPS Associated with OS and DFS. Our data support further investigations of combination anti-PD-1/PD-L1 and adenosine pathway inhibitors in UPS.
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Affiliation(s)
- Rossana Lazcano
- Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Carmelia M. Barreto
- Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Ruth Salazar
- Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Fernando Carapeto
- Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Raymond S. Traweek
- Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Cheuk H. Leung
- Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Swati Gite
- Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Jay Mehta
- Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Davis R. Ingram
- Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Khalida M. Wani
- Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Kim-Anh T. Vu
- Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Edwin R. Parra
- Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Wei Lu
- Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Jianling Zhou
- Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Russell G. Witt
- Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Brandon Cope
- Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Prapassorn Thirasastr
- Sarcoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Heather Y. Lin
- Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Christopher P. Scally
- Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Anthony P. Conley
- Sarcoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Ravin Ratan
- Sarcoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - J. Andrew Livingston
- Sarcoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Alexandra M. Zarzour
- Sarcoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Joseph Ludwig
- Sarcoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Dejka Araujo
- Sarcoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Vinod Ravi
- Sarcoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Shreyaskumar Patel
- Sarcoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Robert Benjamin
- Sarcoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Jennifer Wargo
- Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Ignacio I. Wistuba
- Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
- Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
- Division of Pathology and Laboratory Medicine, The University of Texas, MD Anderson Cancer Center, Houston, TX, United States
| | - Neeta Somaiah
- Sarcoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Christina L. Roland
- Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Emily Z. Keung
- Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Luisa Solis
- Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Wei-Lien Wang
- Division of Pathology and Laboratory Medicine, The University of Texas, MD Anderson Cancer Center, Houston, TX, United States
| | - Alexander J. Lazar
- Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
- Division of Pathology and Laboratory Medicine, The University of Texas, MD Anderson Cancer Center, Houston, TX, United States
- Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Elise F. Nassif
- Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
- *Correspondence: Elise F. Nassif,
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