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Nururrozi A, Miyanishi K, Igase M, Sakurai M, Sakai Y, Tanabe M, Mizuno T. The Density of CD8 + Tumor-infiltrating Lymphocytes Correlated With Akt Activation and Ki-67 Index in Canine Soft Tissue Sarcoma. In Vivo 2024; 38:1698-1711. [PMID: 38936907 PMCID: PMC11215572 DOI: 10.21873/invivo.13620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Revised: 04/08/2024] [Accepted: 04/09/2024] [Indexed: 06/29/2024]
Abstract
BACKGROUND/AIM The activation of phosphatidylinositol 3-kinase (PI3K)/Akt signaling pathway has been implicated in canine soft tissue sarcoma (STS) and may serve as a prognostic marker. This study investigated the correlation between PI3K/Akt activation in tumor cells and tumor-infiltrating lymphocytes (TILs). MATERIALS AND METHODS A total of 59 STS samples were labeled via immunohistochemistry to calculate the density of TILs, including CD3+ T cells, CD8+ T cells, CD20+ B cells, and FOXP3+ regulatory T cells. RESULTS Forty-eight samples (81.3%) had intra-tumoral TILs with a high density of CD3+ T cells (mean: 283.3 cells/mm2) and CD8+ T cells (mean: 134.8 cells/mm2). Conversely, CD20+ B cells (mean: 73.6 cells/mm2) and FOXP3+ regulatory T cells (mean: 9.2 cells/mm2) were scarce. The abundance of CD3+/CD8+, CD3+/CD20+, and CD8+/CD20+ TILs were highly correlated in multivariate analyses (r=0.895, 0.946, and 0.856, respectively). Nonetheless, TIL density was unrelated to clinicopathological parameters (sex, age, tumor location, breed) and tumor grade. The abundance of CD8+ T cells was positively correlated with the activation of PI3K/Akt, indicating that samples with high levels of phospho-Akt and phospho-S6 tend to have a higher CD8+ T cell density (p=0.0032 and 0.0218, respectively). Furthermore, TIL density was correlated with the Ki-67 index, a tumor proliferation and growth marker. Samples with a high Ki-67 index had a significantly higher abundance of CD3+ T cells, CD8+ T cells, and CD20+ B cells (p=0.0392, 0.0254, 0.0380, respectively). CONCLUSION PI3K/Akt pathway activation may influence the infiltration of CD8+ T cells within the tumor microenvironment in canine STS. Prospective studies involving a higher number of cases are warranted to confirm these findings.
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Affiliation(s)
- Alfarisa Nururrozi
- Laboratory of Molecular Diagnostics and Therapeutics, Joint Faculty of Veterinary Medicine, Yamaguchi University, Yamaguchi, Japan
- Department of Internal Medicine, Faculty of Veterinary Medicine, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Kyohei Miyanishi
- Laboratory of Molecular Diagnostics and Therapeutics, Joint Faculty of Veterinary Medicine, Yamaguchi University, Yamaguchi, Japan
| | - Masaya Igase
- Laboratory of Molecular Diagnostics and Therapeutics, Joint Faculty of Veterinary Medicine, Yamaguchi University, Yamaguchi, Japan
| | - Masashi Sakurai
- Laboratory of Veterinary Pathology, Joint Faculty of Veterinary Medicine, Yamaguchi University, Yamaguchi, Japan
| | - Yusuke Sakai
- Laboratory of Veterinary Pathology, Joint Faculty of Veterinary Medicine, Yamaguchi University, Yamaguchi, Japan
| | - Mika Tanabe
- Veterinary Pathology Diagnostic Center, Fukuoka, Japan
| | - Takuya Mizuno
- Laboratory of Molecular Diagnostics and Therapeutics, Joint Faculty of Veterinary Medicine, Yamaguchi University, Yamaguchi, Japan;
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Ye H, Lu M, Tu C, Min L. Necroptosis in the sarcoma immune microenvironment: From biology to therapy. Int Immunopharmacol 2023; 122:110603. [PMID: 37467689 DOI: 10.1016/j.intimp.2023.110603] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2023] [Revised: 06/23/2023] [Accepted: 07/02/2023] [Indexed: 07/21/2023]
Abstract
Apoptosis resistance remains a major obstacle to treatment failure in sarcoma. Necroptosis is a caspase-independent programmed cell death, investigated as a novel strategy to eradicate anti-apoptotic tumor cells. The process is mediated by the receptor-interacting proteins kinase family and mixed lineage kinase domain-like proteins, which is morphologically similar to necrosis. Recent studies suggest that necroptosis in the tumor microenvironment has pro- or anti-tumor effects on immune response and cancer development. Necroptosis-related molecules display a remarkable value in prognosis prediction and therapeutic response evaluation of sarcoma. Furthermore, the induction of tumor necroptosis has been explored as a feasible therapeutic strategy against sarcoma and to synergize with immunotherapy. This review discusses the dual roles of necroptosis in the immune microenvironment and tumor progression, and explores the potential of necroptosis as a new target for sarcoma treatment.
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Affiliation(s)
- Huali Ye
- Department of Orthopedic Surgery and Orthopedic Research Institute, West China Hospital, Sichuan University, Chengdu, China
| | - Minxun Lu
- Department of Orthopedic Surgery and Orthopedic Research Institute, West China Hospital, Sichuan University, Chengdu, China
| | - Chongqi Tu
- Department of Orthopedic Surgery and Orthopedic Research Institute, West China Hospital, Sichuan University, Chengdu, China
| | - Li Min
- Department of Orthopedic Surgery and Orthopedic Research Institute, West China Hospital, Sichuan University, Chengdu, China.
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Cruz SM, Sholevar CJ, Judge SJ, Darrow MA, Iranpur KR, Farley LE, Lammers M, Razmara AM, Dunai C, Gingrich AA, Persky J, Mori H, Thorpe SW, Monjazeb AM, Murphy WJ, Canter RJ. Intratumoral NKp46 + natural killer cells are spatially distanced from T and MHC-I + cells with prognostic implications in soft tissue sarcoma. Front Immunol 2023; 14:1230534. [PMID: 37545516 PMCID: PMC10401426 DOI: 10.3389/fimmu.2023.1230534] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Accepted: 07/04/2023] [Indexed: 08/08/2023] Open
Abstract
Introduction Soft tissue sarcomas (STS) are rare, heterogenous malignancies with an unmet need for novel immunotherapies. Tumor infiltrating lymphocytes (TILs) have been linked with favorable outcomes in STS patients, though the contribution of natural killer (NK) cells and spatial relationships of TILs with MHC-I expressing cells lacks detailed characterization. Experimental design Using archived and prospectively collected specimens, we evaluated intratumoral NK cells by immunohistochemistry (IHC), flow cytometry, and immunofluorescence (IF). We assessed spatial localization of NK and T cells by multiplex IF, analyzing the effects of MHC-I expression status on NK and T cell clustering. Results Both intratumoral NKp46 and CD56dim expression were associated with significantly improved overall survival (P=0.05), while higher infiltrates of CD56bright NK cells predicted a worse prognosis (P=0.05). The presence of intratumoral NK cells was inversely proportional to CD3+ T cells. Spatial analyses showed NK cells preferentially clustering close to other NK cells with sparse CD3+ T and CD8+ T cells in range (P<0.0001). Additionally, CD3+ T and CD8+ T cells showed significantly greater co-localization with MHC-I+ cells, compared to NK cells (P<0.0001). After neoadjuvant radiotherapy, there was greater CD8 clustering, while after neoadjuvant chemotherapy, there was overall lower TIL clustering. Conclusion Intratumoral NK cells are prognostic in STS and localize closer to MHC-I- cells than T cells. Although both NK and T cells are associated with improved survival in STS, their differential distribution in the TME based on MHC-I expression status may serve as a biomarker for improved immunotherapy treatment selection.
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Affiliation(s)
- Sylvia M. Cruz
- Division of Surgical Oncology, Department of Surgery, University of California, Davis, Sacramento, CA, United States
| | - Cyrus J. Sholevar
- Division of Surgical Oncology, Department of Surgery, University of California, Davis, Sacramento, CA, United States
| | - Sean J. Judge
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Morgan A. Darrow
- Pathology and Laboratory Medicine, University of California, Davis, Sacramento, CA, United States
| | - Khurshid R. Iranpur
- Division of Surgical Oncology, Department of Surgery, University of California, Davis, Sacramento, CA, United States
| | - Lauren E. Farley
- Division of Surgical Oncology, Department of Surgery, University of California, Davis, Sacramento, CA, United States
| | - Marshall Lammers
- Division of Surgical Oncology, Department of Surgery, University of California, Davis, Sacramento, CA, United States
| | - Aryana M. Razmara
- Division of Surgical Oncology, Department of Surgery, University of California, Davis, Sacramento, CA, United States
| | - Cordelia Dunai
- Department of Dermatology, University of California, Davis, Sacramento, CA, United States
| | - Alicia A. Gingrich
- Department of Surgical Oncology, MD Anderson Cancer Center, Houston, TX, United States
| | - Julia Persky
- Division of Surgical Oncology, Department of Surgery, University of California, Davis, Sacramento, CA, United States
| | - Hidetoshi Mori
- Center for Immunology and Infectious Diseases, University of California, Davis, Sacramento, CA, United States
| | - Steven W. Thorpe
- Orthopedic Surgery, University of California, Davis, Sacramento, CA, United States
| | - Arta M. Monjazeb
- Radiation Oncology, University of California, Davis, Sacramento, CA, United States
| | - William J. Murphy
- Department of Dermatology, University of California, Davis, Sacramento, CA, United States
| | - Robert J. Canter
- Division of Surgical Oncology, Department of Surgery, University of California, Davis, Sacramento, CA, United States
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Perry LM, Cruz SM, Kleber KT, Judge SJ, Darrow MA, Jones LB, Basmaci UN, Joshi N, Settles ML, Durbin-Johnson BP, Gingrich AA, Monjazeb AM, Carr-Ascher J, Thorpe SW, Murphy WJ, Eisen JA, Canter RJ. Human soft tissue sarcomas harbor an intratumoral viral microbiome which is linked with natural killer cell infiltrate and prognosis. J Immunother Cancer 2023; 11:jitc-2021-004285. [PMID: 36599469 PMCID: PMC9815021 DOI: 10.1136/jitc-2021-004285] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/10/2022] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Groundbreaking studies have linked the gut microbiome with immune homeostasis and antitumor immune responses. Mounting evidence has also demonstrated an intratumoral microbiome, including in soft tissue sarcomas (STS), although detailed characterization of the STS intratumoral microbiome is limited. We sought to characterize the intratumoral microbiome in patients with STS undergoing preoperative radiotherapy and surgery, hypothesizing the presence of a distinct intratumoral microbiome with potentially clinically significant microbial signatures. METHODS We prospectively obtained tumor and stool samples from adult patients with non-metastatic STS using a strict sterile collection protocol to minimize contamination. Metagenomic classification was used to estimate abundance using genus and species taxonomic levels across all classified organisms, and data were analyzed with respect to clinicopathologic factors. RESULTS Fifteen patients were enrolled. Most tumors were located at an extremity (67%) and were histologic grade 3 (87%). 40% were well-differentiated/dedifferentiated liposarcoma histology. With a median follow-up of 24 months, 4 (27%) patients developed metastases, and 3 (20%) died. Despite overwhelming human DNA (>99%) intratumorally, we detected a small but consistent proportion of bacterial DNA (0.02-0.03%) in all tumors, including Proteobacteria, Bacteroidetes, and Firmicutes, as well as viral species. In the tumor microenvironment, we observed a strong positive correlation between viral relative abundance and natural killer (NK) infiltration, and higher NK infiltration was associated with superior metastasis-free and overall survival by immunohistochemical, flow cytometry, and multiplex immunofluorescence analyses. CONCLUSIONS We prospectively demonstrate the presence of a distinct and measurable intratumoral microbiome in patients with STS at multiple time points. Our data suggest that the STS tumor microbiome has prognostic significance with viral relative abundance associated with NK infiltration and oncologic outcome. Additional studies are warranted to further assess the clinical impact of these findings.
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Affiliation(s)
- Lauren M Perry
- Surgery, University of California Davis, Sacramento, California, USA
| | - Sylvia M Cruz
- Surgery, University of California Davis, Sacramento, California, USA
| | - Kara T Kleber
- Surgery, University of California Davis, Sacramento, California, USA
| | - Sean J Judge
- Surgery, University of California Davis, Sacramento, California, USA
| | - Morgan A Darrow
- Pathology and Laboratory Medicine, University of California Davis, Sacramento, California, USA
| | - Louis B Jones
- Orthopedics, Baylor Scott & White Health, Dallas, TX, Usa
| | - Ugur N Basmaci
- Surgery, University of California Davis, Sacramento, California, USA
| | - Nikhil Joshi
- Bioinformatics Core, University of California Davis Genome Center, Davis, California, USA
| | - Matthew L Settles
- Bioinformatics Core, University of California Davis Genome Center, Davis, California, USA
| | | | - Alicia A Gingrich
- Surgery, University of California Davis, Sacramento, California, USA
| | - Arta Monir Monjazeb
- Radiation Oncology, University of California Davis, Sacramento, California, USA
| | - Janai Carr-Ascher
- Medicine, University of California Davis, Sacramento, California, USA
| | - Steve W Thorpe
- Orthopedic Surgery, University of California Davis, Sacramento, California, USA
| | - William J Murphy
- Medicine, University of California Davis, Sacramento, California, USA,Dermatology, University of California Davis, Davis, California, USA
| | - Jonathan A Eisen
- Medical Microbiology and Immunology, University of California Davis, Davis, California, USA
| | - Robert J Canter
- Surgery, University of California Davis, Sacramento, California, USA
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Liu C, Wu S, Lai L, Liu J, Guo Z, Ye Z, Chen X. Comprehensive analysis of cuproptosis-related lncRNAs in immune infiltration and prognosis in hepatocellular carcinoma. BMC Bioinformatics 2023; 24:4. [PMID: 36597032 PMCID: PMC9811804 DOI: 10.1186/s12859-022-05091-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Accepted: 12/01/2022] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Being among the most common malignancies worldwide, hepatocellular carcinoma (HCC) accounting for the third cause of cancer mortality. The regulation of cell death is the most crucial step in tumor progression and has become a crucial target for nearly all therapeutic options. Cuproptosis, a copper-induced cell death, was recently reported in Science. However, its primary function in carcinogenesis is still unclear. METHODS Cuproptosis-related lncRNAs significantly associated with overall survival (OS) were screened by stepwise univariate Cox regression. The signature of cuproptosis-related lncRNAs for HCC prognosis was constructed by the LASSO algorithm and multivariate Cox regression. Further Kaplan-Meier analysis, proportional hazards model, and ROC analysis were performed. Functional annotation was performed using gene set enrichment analysis (GSEA). The relationship between prognostic cuproptosis-related lncRNAs and HCC prognosis was further explored by GEPIA( http://gepia.cancer-pku.cn/ ) online analysis tool. Finally, we used the ESTIMATE and XCELL algorithms to estimate stromal and immune cells in tumor tissue and cast each sample to infer the underlying mechanism of cuproptosis-related lncRNAs in the tumor immune microenvironment (TIME) of HCC patients. RESULTS Four cuproptosis-related lncRNAs were used to construct a prognostic lncRNA signature, which was an independent factor in predicting OS in HCC patients. Kaplan-Meier curves showed significant differences in survival rates between risk subgroups (p = 0.002). At the same time, we found that the expression levels of most immune checkpoint genes increased with increasing risk scores. Tumorigenesis and immunological-related pathways were primarily enhanced in the high-risk group, as determined by GSEA. The results of drug sensitivity analysis showed that compared with patients in the high-risk group, the IC50 values of erlotinib and lapatinib were lower in patients in the low-risk group, while the opposite was true for sunitinib, paclitaxel, gemcitabine, and imatinib. We also found that elevated AL133243.2 expression was significantly associated with worse OS and disease-free survival (DFS), more advanced T stage and higher tumor grade, and reduced immune cell infiltration, suggesting that HCC patients with low AL133243.2 expression in tumor tissues may have a better response to immunotherapy. CONCLUSION Collectively, the cuproptosis-associated lncRNA signature can serve as an independent predictor to guide individual treatment strategies. Furthermore, AL133243.2 is a promising marker for predicting immunotherapy response in HCC patients. This data may facilitate further exploration of more effective immunotherapy strategies for HCC.
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Affiliation(s)
- Chunhua Liu
- grid.417384.d0000 0004 1764 2632Rehabilitation Center, The Second Affiliated Hospital of Wenzhou Medical University, 108 Xueyuan West Road, Wenzhou, Zhejiang China
| | - Simin Wu
- grid.417384.d0000 0004 1764 2632Rehabilitation Center, The Second Affiliated Hospital of Wenzhou Medical University, 108 Xueyuan West Road, Wenzhou, Zhejiang China
| | - Liying Lai
- grid.13402.340000 0004 1759 700XDepartment of Cancer Rehabilitation, Lishui Hospital of Traditional Chinese Medicine Affiliated to the Zhejiang University of Chinese Medicine, Lishui, Zhejiang China
| | - Jinyu Liu
- grid.13402.340000 0004 1759 700XDepartment of Cancer Rehabilitation, Lishui Hospital of Traditional Chinese Medicine Affiliated to the Zhejiang University of Chinese Medicine, Lishui, Zhejiang China
| | - Zhaofu Guo
- grid.13402.340000 0004 1759 700XDepartment of Cancer Rehabilitation, Lishui Hospital of Traditional Chinese Medicine Affiliated to the Zhejiang University of Chinese Medicine, Lishui, Zhejiang China
| | - Zegen Ye
- grid.13402.340000 0004 1759 700XDepartment of Cancer Rehabilitation, Lishui Hospital of Traditional Chinese Medicine Affiliated to the Zhejiang University of Chinese Medicine, Lishui, Zhejiang China
| | - Xiang Chen
- Rehabilitation Center, The Second Affiliated Hospital of Wenzhou Medical University, 108 Xueyuan West Road, Wenzhou, Zhejiang, China.
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