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Tandaric L, Auranen A, Kleinmanns K, DePont Christensen R, Vestrheim Thomsen LC, Wogsland CE, McCormack E, Mäenpää J, Madsen K, Stampe Petersson K, Mirza MR, Bjørge L. Peripheral blood leukocyte signatures as biomarkers in relapsed ovarian cancer patients receiving combined anti-CD73/anti-PD-L1 immunotherapy in arm A of the NSGO-OV-UMB1/ENGOT-OV30 trial. Mol Oncol 2025; 19:1436-1451. [PMID: 39887612 PMCID: PMC12077279 DOI: 10.1002/1878-0261.13811] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2025] [Accepted: 01/20/2025] [Indexed: 02/01/2025] Open
Abstract
Immune checkpoint inhibitors have demonstrated limited efficacy in overcoming immunosuppression in patients with epithelial ovarian cancer (EOC). Although certain patients experience long-term treatment benefit, reliable biomarkers for responder pre-selection and the distinction of dominant immunosuppressive mechanisms have yet to be identified. Here, we used a 40-marker suspension mass cytometry panel to comprehensively phenotype peripheral blood leukocytes sampled over time from patients with relapsed EOC who underwent combination oleclumab (anti-CD73) and durvalumab (anti-PD-L1) immunotherapy in the NSGO-OV-UMB1/ENGOT-OV30 trial. We found that survival duration was impacted by baseline abundances of total peripheral blood mononuclear cells. Longitudinal analyses revealed a significant increase in CD14+CD16- myeloid cells during treatment, with significant expansion of monocytic myeloid-derived suppressor cells occurring in patients with shorter progression-free survival, who additionally showed a continuous decrease in central memory T-cell abundances. All patients demonstrated significant PD-L1 upregulation over time on most T-cell subsets. Higher CD73 and IDO1 expression on certain leukocytes at baseline significantly positively correlated with longer progression-free survival. Overall, our study proposes potential biomarkers for EOC immunotherapy personalization and response monitoring; however, further validation in larger studies is needed.
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Affiliation(s)
- Luka Tandaric
- Centre for Cancer Biomarkers CCBIO, Department of Clinical ScienceUniversity of BergenNorway
- Department of Obstetrics and GynecologyHaukeland University HospitalBergenNorway
| | - Annika Auranen
- Department of Obstetrics and Gynecology and Tays Cancer CentreTampere University HospitalFinland
- Nordic Society of Gynaecological Oncology – Clinical Trial Unit (NSGO‐CTU)TampereFinland
| | - Katrin Kleinmanns
- Centre for Cancer Biomarkers CCBIO, Department of Clinical ScienceUniversity of BergenNorway
| | | | - Liv Cecilie Vestrheim Thomsen
- Centre for Cancer Biomarkers CCBIO, Department of Clinical ScienceUniversity of BergenNorway
- Department of Obstetrics and GynecologyHaukeland University HospitalBergenNorway
- Department of Health Registry Research and DevelopmentNorwegian Institute of Public HealthOsloNorway
| | - Cara Ellen Wogsland
- Centre for Cancer Biomarkers CCBIO, Department of Clinical ScienceUniversity of BergenNorway
- Kinn Therapeutics ASBergenNorway
| | - Emmet McCormack
- Centre for Cancer Biomarkers CCBIO, Department of Clinical ScienceUniversity of BergenNorway
- Centre for Pharmacy, Department of Clinical ScienceUniversity of BergenNorway
- Department of Internal Medicine, Hematology SectionHaukeland University HospitalBergenNorway
| | - Johanna Mäenpää
- Department of Obstetrics and Gynecology and Tays Cancer CentreTampere University HospitalFinland
- Nordic Society of Gynaecological Oncology – Clinical Trial Unit (NSGO‐CTU)TampereFinland
- Faculty of Medicine and Health TechnologyTampere UniversityFinland
| | - Kristine Madsen
- Nordic Society of Gynaecological Oncology – Clinical Trial Unit (NSGO‐CTU)CopenhagenDenmark
| | - Karen Stampe Petersson
- Nordic Society of Gynaecological Oncology – Clinical Trial Unit (NSGO‐CTU)CopenhagenDenmark
| | - Mansoor Raza Mirza
- Nordic Society of Gynaecological Oncology – Clinical Trial Unit (NSGO‐CTU)CopenhagenDenmark
- Department of OncologyRigshospitalet, Copenhagen University HospitalDenmark
| | - Line Bjørge
- Centre for Cancer Biomarkers CCBIO, Department of Clinical ScienceUniversity of BergenNorway
- Department of Obstetrics and GynecologyHaukeland University HospitalBergenNorway
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2
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Barbetta A, Bangerth S, Lee JTC, Rocque B, Roussos Torres ET, Kohli R, Akbari O, Emamaullee J. Integrated workflow for analysis of immune enriched spatial proteomic data with IMmuneCite. Sci Rep 2025; 15:9394. [PMID: 40102469 PMCID: PMC11920390 DOI: 10.1038/s41598-025-93060-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Accepted: 03/04/2025] [Indexed: 03/20/2025] Open
Abstract
Spatial proteomics enable detailed analysis of tissue at single cell resolution. However, creating reliable segmentation masks and assigning accurate cell phenotypes to discrete cellular phenotypes can be challenging. We introduce IMmuneCite, a computational framework for comprehensive image pre-processing and single-cell dataset creation, focused on defining complex immune landscapes when using spatial proteomics platforms. We demonstrate that IMmuneCite facilitates the identification of 32 discrete immune cell phenotypes using data from human liver samples while substantially reducing nonbiological cell clusters arising from co-localization of markers for different cell lineages. We established its versatility and ability to accommodate any antibody panel and different species by applying IMmuneCite to data from murine liver tissue. This approach enabled deep characterization of different functional states in each immune compartment, uncovering key features of the immune microenvironment in clinical liver transplantation and murine hepatocellular carcinoma. In conclusion, we demonstrated that IMmuneCite is a user-friendly, integrated computational platform that facilitates investigation of the immune microenvironment across species, while ensuring the creation of an immune focused, spatially resolved single-cell proteomic dataset to provide high fidelity, biologically relevant analyses.
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Affiliation(s)
- Arianna Barbetta
- Division of Abdominal Organ Transplantation and Hepatobiliary Surgery, Department of Surgery, Keck School of Medicine, University of Southern California, 1510 San Pablo Street, Suite 412, Los Angeles, CA, 90033, USA
| | - Sarah Bangerth
- Division of Abdominal Organ Transplantation and Hepatobiliary Surgery, Department of Surgery, Keck School of Medicine, University of Southern California, 1510 San Pablo Street, Suite 412, Los Angeles, CA, 90033, USA
| | - Jason T C Lee
- Division of Abdominal Organ Transplantation and Hepatobiliary Surgery, Department of Surgery, Keck School of Medicine, University of Southern California, 1510 San Pablo Street, Suite 412, Los Angeles, CA, 90033, USA
| | - Brittany Rocque
- Division of Abdominal Organ Transplantation and Hepatobiliary Surgery, Department of Surgery, Keck School of Medicine, University of Southern California, 1510 San Pablo Street, Suite 412, Los Angeles, CA, 90033, USA
- Department of Surgery, University of Rochester, Rochester, NY, USA
| | - Evanthia T Roussos Torres
- Department of Molecular Microbiology and Immunology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
- Division of Oncology, Department of Medicine, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Rohit Kohli
- Division of Gastroenterology, Hepatology and Nutrition, Children's Hospital of Los Angeles, Los Angeles, CA, USA
- Division of Abdominal Organ Transplantation, Children's Hospital of Los Angeles, Los Angeles, CA, USA
| | - Omid Akbari
- Department of Molecular Microbiology and Immunology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
- Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Juliet Emamaullee
- Division of Abdominal Organ Transplantation and Hepatobiliary Surgery, Department of Surgery, Keck School of Medicine, University of Southern California, 1510 San Pablo Street, Suite 412, Los Angeles, CA, 90033, USA.
- Department of Molecular Microbiology and Immunology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
- Division of Abdominal Organ Transplantation, Children's Hospital of Los Angeles, Los Angeles, CA, USA.
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3
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Yanagihara T, Hata K, Matsubara K, Kunimura K, Suzuki K, Tsubouchi K, Ikegame S, Fukui Y, Okamoto I. Immunophenotyping of T Cells in Lung Malignancies and Cryptogenic Organizing Pneumonia. J Clin Med 2025; 14:316. [PMID: 39860323 PMCID: PMC11766438 DOI: 10.3390/jcm14020316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2024] [Revised: 12/31/2024] [Accepted: 01/03/2025] [Indexed: 01/27/2025] Open
Abstract
Background: Lung malignancies, including cancerous lymphangitis and lymphomas, can mimic interstitial lung diseases like cryptogenic organizing pneumonia (COP) on imaging, leading to diagnostic delays. We aimed to identify potential biomarkers to distinguish between these conditions. Methods: We analyzed bronchoalveolar lavage fluid from 8 patients (4 COP, mean age 59.8 ± 13.5 years; 4 lung malignancies including 2 cancerous lymphangitis, 1 MALT lymphoma, and 1 diffuse large B cell lymphoma, mean age 67.8 ± 4.5 years) using mass cytometry with 35 T cell markers. Data were analyzed using principal component analysis (PCA) and unsupervised Citrus clustering. Results: PCA of T cell marker intensities effectively separated the two groups, with IL-2Rα, PD-L2, CD45RA, CD44, and OX40 being the top discriminating markers. Citrus analysis showed a significant increase in the CD16+ CD4+ and CD16+ CD8+ T cell populations in the COP group compared to lung malignancies. Conclusions: Our findings reveal distinct T cell immunophenotypes in COP versus lung malignancies, particularly increased CD16+ T cells in COP, which could serve as potential diagnostic biomarkers.
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Affiliation(s)
- Toyoshi Yanagihara
- Department of Respiratory Medicine, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan
- Department of Respiratory Medicine, Fukuoka University Hospital, Fukuoka 814-0180, Japan
| | - Kentaro Hata
- Department of Respiratory Medicine, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan
| | - Keisuke Matsubara
- Division of Immunogenetics, Department of Immunobiology and Neuroscience, Medical Institute of Bioregulation, Kyushu University, Fukuoka 812-8582, Japan
| | - Kazufumi Kunimura
- Division of Immunogenetics, Department of Immunobiology and Neuroscience, Medical Institute of Bioregulation, Kyushu University, Fukuoka 812-8582, Japan
| | - Kunihiro Suzuki
- Department of Respiratory Medicine, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan
| | - Kazuya Tsubouchi
- Department of Respiratory Medicine, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan
| | - Satoshi Ikegame
- Department of Respiratory Medicine, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan
| | - Yoshinori Fukui
- Division of Immunogenetics, Department of Immunobiology and Neuroscience, Medical Institute of Bioregulation, Kyushu University, Fukuoka 812-8582, Japan
| | - Isamu Okamoto
- Department of Respiratory Medicine, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan
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Xu Y, Shu X, Xu W, Hu Y. Marital status as an independent prognostic factor for survival in women with vaginal cancer: evidence from the SEER database analysis. Eur J Cancer Prev 2024:00008469-990000000-00188. [PMID: 39560464 DOI: 10.1097/cej.0000000000000938] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2024]
Abstract
This study aimed to evaluate the influence of marital status on the survival outcomes of women diagnosed with vaginal cancer, considering the potential role of sociodemographic factors in patient prognosis. Utilizing data from the Surveillance, Epidemiology, and End Results database, the study included 6046 women with primary vaginal cancer diagnosed between 2000 and 2020. The propensity score matching (PSM) method was employed to balance comparison groups and account for confounding factors. The primary outcomes were overall survival (OS) and cancer-specific survival (CSS), with Cox proportional-hazards regression models used for statistical analysis. Married patients exhibited better survival outcomes than their unmarried counterparts [OS: hazard ratio = 1.520, 95% confidence interval (CI) = 1.430-1.630, P < 0.001; CSS: hazard ratio = 1.380, 95% CI = 1.270-1.490, P < 0.001]. Subgroup analyses stratified by age and race highlighted a significant survival benefit for married individuals, particularly those aged 50-69 years and white patients. After PSM, the widowed subgroup within the unmarried category showed worse survival outcomes (OS: hazard ratio = 1.580, 95% CI = 1.430-1.750, P < 0.001; CSS: hazard ratio = 1.360, 95% CI = 1.200-1.530, P < 0.001). This study demonstrates that marital status serves as an independent prognostic factor for OS and CSS among patients with primary vaginal cancer, which supports that unmarried people need more individualized care strategies.
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Affiliation(s)
- Yanhong Xu
- Fujian Maternity and Child Health Hospital, College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University
- Fujian Clinical Research Center for Maternal-Fetal Medicine
- National Key Obstetric Clinical Specialty Construction Institution of China
| | - Xinru Shu
- The School of Clinical Medicine, Fujian Medical University
| | - Wenhuang Xu
- The School of Clinical Medicine, Fujian Medical University
| | - Yiming Hu
- The School of Public Health, Fujian Medical University, Fuzhou, Fujian Province
- National Center for Chronic and Noncommunicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
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5
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Boumpas A, Papaioannou AS, Bousounis P, Grigoriou M, Bergo V, Papafragkos I, Tasis A, Iskas M, Boon L, Makridakis M, Vlachou A, Gavriilaki E, Hatzioannou A, Mitroulis I, Trompouki E, Verginis P. PD-L1 blockade immunotherapy rewires cancer-induced emergency myelopoiesis. Front Immunol 2024; 15:1386838. [PMID: 39464894 PMCID: PMC11502414 DOI: 10.3389/fimmu.2024.1386838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Accepted: 08/06/2024] [Indexed: 10/29/2024] Open
Abstract
Introduction Immune checkpoint blockade (ICB) immunotherapy has revolutionized cancer treatment, demonstrating exceptional clinical responses in a wide range of cancers. Despite the success, a significant proportion of patients still fail to respond, highlighting the existence of unappreciated mechanisms of immunotherapy resistance. Delineating such mechanisms is paramount to minimize immunotherapy failures and optimize the clinical benefit. Methods In this study, we treated tumour-bearing mice with PD-L1 blockage antibody (aPD-L1) immunotherapy, to investigate its effects on cancer-induced emergency myelopoiesis, focusing on bone marrow (BM) hematopoietic stem and progenitor cells (HSPCs). We examined the impact of aPD-L1 treatment on HSPC quiescence, proliferation, transcriptomic profile, and functionality. Results Herein, we reveal that aPD-L1 in tumour-bearing mice targets the HSPCs in the BM, mediating their exit from quiescence and promoting their proliferation. Notably, disruption of the PDL1/PD1 axis induces transcriptomic reprogramming in HSPCs, observed in both individuals with Hodgkin lymphoma (HL) and tumour-bearing mice, shifting towards an inflammatory state. Furthermore, HSPCs from aPDL1-treated mice demonstrated resistance to cancer-induced emergency myelopoiesis, evidenced by a lower generation of MDSCs compared to control-treated mice. Discussion Our findings shed light on unrecognized mechanisms of action of ICB immunotherapy in cancer, which involves targeting of BM-driven HSPCs and reprogramming of cancer-induced emergency myelopoiesis.
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Affiliation(s)
- Athina Boumpas
- Laboratory of Immune Regulation and Tolerance, Division of Basic Sciences, Medical School, University of Crete, Heraklion, Greece
- Clinical, Experimental Surgery and Translational Research, Biomedical Research Foundation Academy of Athens (BRFAA), Athens, Greece
| | - Antonis S. Papaioannou
- Laboratory of Immune Regulation and Tolerance, Division of Basic Sciences, Medical School, University of Crete, Heraklion, Greece
- Clinical, Experimental Surgery and Translational Research, Biomedical Research Foundation Academy of Athens (BRFAA), Athens, Greece
| | - Pavlos Bousounis
- Faculty of Biology, University of Freiburg, Freiburg, Germany
- Department of Cellular and Molecular Immunology, Max Planck Institute of Immunobiology and Epigenetics, Freiburg, Germany
| | - Maria Grigoriou
- Clinical, Experimental Surgery and Translational Research, Biomedical Research Foundation Academy of Athens (BRFAA), Athens, Greece
- First Department of Internal Medicine, University Hospital of Alexandroupolis, Democritus University of Thrace, Alexandroupolis, Greece
| | - Veronica Bergo
- Faculty of Biology, University of Freiburg, Freiburg, Germany
- Department of Cellular and Molecular Immunology, Max Planck Institute of Immunobiology and Epigenetics, Freiburg, Germany
- Department of Cellular and Molecular Immunology, International Max Planck Research School for Molecular and Cellular Biology (IMPRS-MCB), Freiburg, Germany
| | - Iosif Papafragkos
- Laboratory of Immune Regulation and Tolerance, Division of Basic Sciences, Medical School, University of Crete, Heraklion, Greece
- The Institute of Molecular Biology and Biotechnology of the Foundation for Research and Technology Hellas (IMBB-FORTH), Heraklion, Greece
| | - Athanasios Tasis
- First Department of Internal Medicine, University Hospital of Alexandroupolis, Democritus University of Thrace, Alexandroupolis, Greece
| | - Michael Iskas
- Hematology Department, BMT Unit, G Papanicolaou Hospital, Thessaloniki, Greece
| | | | - Manousos Makridakis
- Biotechnology Division, Biomedical Research Foundation, Academy of Athens (BRFAA), Athens, Greece
| | - Antonia Vlachou
- Biotechnology Division, Biomedical Research Foundation, Academy of Athens (BRFAA), Athens, Greece
| | - Eleni Gavriilaki
- Hematology Department, BMT Unit, G Papanicolaou Hospital, Thessaloniki, Greece
| | - Aikaterini Hatzioannou
- Institute for Clinical Chemistry and Laboratory Medicine, University Hospital and Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Ioannis Mitroulis
- First Department of Internal Medicine, University Hospital of Alexandroupolis, Democritus University of Thrace, Alexandroupolis, Greece
| | - Eirini Trompouki
- Department of Cellular and Molecular Immunology, Max Planck Institute of Immunobiology and Epigenetics, Freiburg, Germany
- IRCAN Institute for Research on Cancer and Aging, INSERM Unité 1081, Centre National de la Recherche Scientifique (CNRS) Unité Mixte de Recherche (UMR), Université Côte, Nice, France
| | - Panayotis Verginis
- Laboratory of Immune Regulation and Tolerance, Division of Basic Sciences, Medical School, University of Crete, Heraklion, Greece
- Clinical, Experimental Surgery and Translational Research, Biomedical Research Foundation Academy of Athens (BRFAA), Athens, Greece
- The Institute of Molecular Biology and Biotechnology of the Foundation for Research and Technology Hellas (IMBB-FORTH), Heraklion, Greece
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6
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Orcutt-Jahns B, Lima Junior JR, Lin E, Rockne RC, Matache A, Branciamore S, Hung E, Rodin AS, Lee PP, Meyer AS. Systems profiling reveals recurrently dysregulated cytokine signaling responses in ER+ breast cancer patients' blood. NPJ Syst Biol Appl 2024; 10:118. [PMID: 39389979 PMCID: PMC11467214 DOI: 10.1038/s41540-024-00447-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Accepted: 09/25/2024] [Indexed: 10/12/2024] Open
Abstract
Cytokines operate in concert to maintain immune homeostasis and coordinate immune responses. In cases of ER+ breast cancer, peripheral immune cells exhibit altered responses to several cytokines, and these alterations are correlated strongly with patient outcomes. To develop a systems-level understanding of this dysregulation, we measured a panel of cytokine responses and receptor abundances in the peripheral blood of healthy controls and ER+ breast cancer patients across immune cell types. Using tensor factorization to model this multidimensional data, we found that breast cancer patients exhibited widespread alterations in response, including drastically reduced response to IL-10 and heightened basal levels of pSmad2/3 and pSTAT4. ER+ patients also featured upregulation of PD-L1, IL6Rα, and IL2Rα, among other receptors. Despite this, alterations in response to cytokines were not explained by changes in receptor abundances. Thus, tensor factorization helped to reveal a coordinated reprogramming of the immune system that was consistent across our cohort.
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Affiliation(s)
- Brian Orcutt-Jahns
- Department of Bioengineering, University of California, Los Angeles (UCLA), CA, USA
| | | | - Emily Lin
- Department of Bioengineering, University of California, Los Angeles (UCLA), CA, USA
| | - Russell C Rockne
- Department of Computational and Quantitative Medicine, Beckman Research Institute of the City of Hope, Duarte, CA, USA
| | - Adina Matache
- Department of Computational and Quantitative Medicine, Beckman Research Institute of the City of Hope, Duarte, CA, USA
| | - Sergio Branciamore
- Department of Computational and Quantitative Medicine, Beckman Research Institute of the City of Hope, Duarte, CA, USA
| | - Ethan Hung
- Department of Bioengineering, University of California, Los Angeles (UCLA), CA, USA
| | - Andrei S Rodin
- Department of Computational and Quantitative Medicine, Beckman Research Institute of the City of Hope, Duarte, CA, USA
| | - Peter P Lee
- Department of Immuno-Oncology, Beckman Research Institute of the City of Hope, Duarte, CA, USA
| | - Aaron S Meyer
- Department of Bioengineering, University of California, Los Angeles (UCLA), CA, USA.
- Jonsson Comprehensive Cancer Center, Los Angeles (UCLA), CA, USA.
- Eli and Edythe Broad Center of Regenerative Medicine and Stem Cell Research, Los Angeles (UCLA), CA, USA.
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7
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Lu W, Chu P, Tang A, Si L, Fang D. The secoiridoid glycoside Gentiopicroside is a USP22 inhibitor with potent antitumor immunotherapeutic activity. Biomed Pharmacother 2024; 177:116974. [PMID: 38968798 DOI: 10.1016/j.biopha.2024.116974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Revised: 05/28/2024] [Accepted: 06/15/2024] [Indexed: 07/07/2024] Open
Abstract
Over the past decade, immunotherapies have brought about significant changes in how we approach the treatment of various solid tumors and blood-related cancers. However, the effectiveness of checkpoint blockade therapy has been constrained to a rate of under 30 %. A significant challenge in the realm of tumor immunotherapy revolves around comprehending the mechanisms through which regulatory T (Treg) cells induce immunosuppression. We have recently discovered that USP22 (ubiquitin-specific peptidase 22) a deubiquitinating enzyme that is increased in various tumors, is an oncogene and controls Treg immune suppressive activity for tumor evasion, providing a rationale for USP22 targeting to achieve both onco- and immuno-therapeutic efficacies. Herein, we identified the traditional Chinese secoiridoid compound gentiopicroside as a USP22 inhibitor. Gentiopicroside treatment decreased the forkhead box P3 (Foxp3) expression, which subsequently reduced Treg immune suppressive activity. Treatment of cancer cells by gentiopicroside resulted in an increase in histone 2B monoubiquitination (H2Bub) in a USP22-dependent manner and a decrease in programmed cell death ligand 1 (PD-L1) expression, both of which are known as USP22-specific substrates. Docking and molecular dynamic simulation revealed that gentiopicroside stably binds to USP22 catalytic pocket, supporting that gentiopicroside is a USP22 inhibitor. Importantly, administration of gentiopicroside to mice significantly inhibited the growth of syngenetic lung adenocarcinoma. Further analysis of intratumoral immune cells revealed a dramatic increase CD8+ T cell production of IFN-γ and granzyme B (GZMB), confirming that gentiopicroside enhances antitumor immunity. Our study revealed that gentiopicroside is a USP22-specific inhibitor with potent antitumor therapeutic potentials.
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Affiliation(s)
- Weiyuan Lu
- Department of Pathology, Northwestern University Feinberg School of Medicine, 303 E. Chicago Avenue, Chicago, IL 60611, USA; Department of Pediatrics, The Sixth Affiliated Hospital of Harbin Medical University, Heilongjiang 150028, China
| | - Peng Chu
- College of Basic Medical Sciences, Dalian Medical University, Dalian 116044, China
| | - Amy Tang
- Department of Pathology, Northwestern University Feinberg School of Medicine, 303 E. Chicago Avenue, Chicago, IL 60611, USA
| | - Ligang Si
- Department of Pediatrics, The Sixth Affiliated Hospital of Harbin Medical University, Heilongjiang 150028, China
| | - Deyu Fang
- Department of Pathology, Northwestern University Feinberg School of Medicine, 303 E. Chicago Avenue, Chicago, IL 60611, USA.
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8
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Barbetta A, Bangerth S, Lee JTC, Rocque B, Roussos Torres ET, Kohli R, Akbari O, Emamaullee J. IMmuneCite: an integrated workflow for analysis of immune enriched spatial proteomic data. RESEARCH SQUARE 2024:rs.3.rs-4571625. [PMID: 39041033 PMCID: PMC11261960 DOI: 10.21203/rs.3.rs-4571625/v2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 07/24/2024]
Abstract
Spatial proteomics enable detailed analysis of tissue at single cell resolution. However, creating reliable segmentation masks and assigning accurate cell phenotypes to discrete cellular phenotypes can be challenging. We introduce IMmuneCite, a computational framework for comprehensive image pre-processing and single-cell dataset creation, focused on defining complex immune landscapes when using spatial proteomics platforms. We demonstrate that IMmuneCite facilitates the identification of 32 discrete immune cell phenotypes using data from human liver samples while substantially reducing nonbiological cell clusters arising from co-localization of markers for different cell lineages. We established its versatility and ability to accommodate any antibody panel and different species by applying IMmuneCite to data from murine liver tissue. This approach enabled deep characterization of different functional states in each immune compartment, uncovering key features of the immune microenvironment in clinical liver transplantation and murine hepatocellular carcinoma. In conclusion, we demonstrated that IMmuneCite is a user-friendly, integrated computational platform that facilitates investigation of the immune microenvironment across species, while ensuring the creation of an immune focused, spatially resolved single-cell proteomic dataset to provide high fidelity, biologically relevant analyses.
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9
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Li Y, Sharma A, Schmidt-Wolf IGH. Evolving insights into the improvement of adoptive T-cell immunotherapy through PD-1/PD-L1 blockade in the clinical spectrum of lung cancer. Mol Cancer 2024; 23:80. [PMID: 38659003 PMCID: PMC11040940 DOI: 10.1186/s12943-023-01926-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 12/20/2023] [Indexed: 04/26/2024] Open
Abstract
Undeniably, cancer immunotherapies have expanded the spectrum of cancer treatment, however, some patients do not respond to immunotherapies. This scenario is no different for lung cancer, whose two main types, non-small cell lung cancer (NSCLC) and small cell lung cancer (SCLC), still pose a serious clinical challenge. Adoptive T-cell therapies (ATC), which primarily include cytokine-induced killer (CIK) cell therapy, chimeric antigen receptor T-cell (CAR T-cell) therapy and γδ-T-cell therapy, strengthen the patient's immune system in combating cancer. Combining ATC with immune checkpoint inhibitors (ICI) further enhances the effectiveness of this approach to eradicate cancer. With a particular emphasis on CIK cell therapy, which recently completed 30 years, we highlight the role of the PD-1/PD-L1 axis in NSCLC and SCLC. Besides, we provide insights into the potential synergies of PD-1/PD-L1 inhibitors with adoptive T-cell immunotherapy in reshaping the treatment paradigm for lung cancer.
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Affiliation(s)
- Yutao Li
- Department of Integrated Oncology, Center for Integrated Oncology (CIO) Bonn, University Hospital Bonn, Venusberg Campus 1, D-53127,, Bonn, Germany
| | - Amit Sharma
- Department of Integrated Oncology, Center for Integrated Oncology (CIO) Bonn, University Hospital Bonn, Venusberg Campus 1, D-53127,, Bonn, Germany
- Department of Neurosurgery, University Hospital Bonn, Bonn, Germany
| | - Ingo G H Schmidt-Wolf
- Department of Integrated Oncology, Center for Integrated Oncology (CIO) Bonn, University Hospital Bonn, Venusberg Campus 1, D-53127,, Bonn, Germany.
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10
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Zhu L, Man CW, Harrison RE, Wu Z, Limsakul P, Peng Q, Hashimoto M, Mamaril AP, Xu H, Liu L, Wang Y. Engineering a Programmed Death-Ligand 1-Targeting Monobody Via Directed Evolution for SynNotch-Gated Cell Therapy. ACS NANO 2024; 18:8531-8545. [PMID: 38456901 PMCID: PMC10958600 DOI: 10.1021/acsnano.4c01597] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 02/26/2024] [Accepted: 03/04/2024] [Indexed: 03/09/2024]
Abstract
Programmed death-ligand 1 (PD-L1) is a promising target for cancer immunotherapy due to its ability to inhibit T cell activation; however, its expression on various noncancer cells may cause on-target off-tumor toxicity when designing PD-L1-targeting Chimeric Antigen Receptor (CAR) T cell therapies. Combining rational design and directed evolution of the human fibronectin-derived monobody scaffold, "PDbody" was engineered to bind to PD-L1 with a preference for a slightly lower pH, which is typical in the tumor microenvironment. PDbody was further utilized as a CAR to target the PD-L1-expressing triple negative MDA-MB-231 breast cancer cell line. To mitigate on-target off-tumor toxicity associated with targeting PD-L1, a Cluster of Differentiation 19 (CD19)-recognizing SynNotch IF THEN gate was integrated into the system. This CD19-SynNotch PDbody-CAR system was then expressed in primary human T cells to target CD19-expressing MDA-MB-231 cancer cells. These CD19-SynNotch PDbody-CAR T cells demonstrated both specificity and efficacy in vitro, accurately eradicating cancer targets in cytotoxicity assays. Moreover, in an in vivo bilateral murine tumor model, they exhibited the capability to effectively restrain tumor growth. Overall, CD19-SynNotch PDbody-CAR T cells represent a distinct development over previously published designs due to their increased efficacy, proliferative capability, and mitigation of off-tumor toxicity for solid tumor treatment.
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Affiliation(s)
- Linshan Zhu
- Department
of Bioengineering & Institute of Engineering in Medicine, University of California, San Diego, La Jolla, California 92093, United States
- Alfred
E. Mann Department of Biomedical Engineering, University of Southern California, Los Angeles, California 90089, United States
| | - Chi-Wei Man
- Department
of Chemistry and Biochemistry, University
of California, San Diego, La Jolla, California, 92093 United States
| | - Reed E.S. Harrison
- Department
of Bioengineering & Institute of Engineering in Medicine, University of California, San Diego, La Jolla, California 92093, United States
| | - Zhuohang Wu
- Alfred
E. Mann Department of Biomedical Engineering, University of Southern California, Los Angeles, California 90089, United States
| | - Praopim Limsakul
- Department
of Bioengineering & Institute of Engineering in Medicine, University of California, San Diego, La Jolla, California 92093, United States
- Division
of Physical Science, Faculty of Science, Prince of Songkla University, Hat Yai 90110, Songkhla, Thailand
- Center of
Excellence for Trace Analysis and Biosensor, Prince of Songkla University, Hat Yai 90110, Songkhla, Thailand
| | - Qin Peng
- Department
of Bioengineering & Institute of Engineering in Medicine, University of California, San Diego, La Jolla, California 92093, United States
- Institute
of Systems and Physical Biology, Shenzhen
Bay Laboratory, Shenzhen 518132, P.R. China
| | - Matthew Hashimoto
- Department
of Bioengineering & Institute of Engineering in Medicine, University of California, San Diego, La Jolla, California 92093, United States
| | - Anthony P. Mamaril
- Department
of Bioengineering & Institute of Engineering in Medicine, University of California, San Diego, La Jolla, California 92093, United States
| | - Hongquan Xu
- Department
of Statistics, University of California, Los Angeles, California 90095, United States
| | - Longwei Liu
- Department
of Bioengineering & Institute of Engineering in Medicine, University of California, San Diego, La Jolla, California 92093, United States
- Alfred
E. Mann Department of Biomedical Engineering, University of Southern California, Los Angeles, California 90089, United States
| | - Yingxiao Wang
- Department
of Bioengineering & Institute of Engineering in Medicine, University of California, San Diego, La Jolla, California 92093, United States
- Alfred
E. Mann Department of Biomedical Engineering, University of Southern California, Los Angeles, California 90089, United States
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11
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Rajasekaran N, Wang X, Ravindranathan S, Chin DJ, Tseng SY, Klakamp SL, Widmann K, Kapoor VN, Vexler V, Keegan P, Yao S, LaVallee T, Khare SD. Toripalimab, a therapeutic monoclonal anti-PD-1 antibody with high binding affinity to PD-1 and enhanced potency to activate human T cells. Cancer Immunol Immunother 2024; 73:60. [PMID: 38400933 PMCID: PMC10894093 DOI: 10.1007/s00262-024-03635-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Accepted: 01/15/2024] [Indexed: 02/26/2024]
Abstract
Over the past decade, US Food and Drug Administration (FDA)-approved immune checkpoint inhibitors that target programmed death-1 (PD-1) have demonstrated significant clinical benefit particularly in patients with PD-L1 expressing tumors. Toripalimab is a humanized anti-PD-1 antibody, approved by FDA for first-line treatment of nasopharyngeal carcinoma in combination with chemotherapy. In a post hoc analysis of phase 3 studies, toripalimab in combination with chemotherapy improved overall survival irrespective of PD-L1 status in nasopharyngeal carcinoma (JUPITER-02), advanced non-small cell lung cancer (CHOICE-01) and advanced esophageal squamous cell carcinoma (JUPITER-06). On further characterization, we determined that toripalimab is molecularly and functionally differentiated from pembrolizumab, an anti-PD-1 mAb approved previously for treating a wide spectrum of tumors. Toripalimab, which binds the FG loop of PD-1, has 12-fold higher binding affinity to PD-1 than pembrolizumab and promotes significantly more Th1- and myeloid-derived inflammatory cytokine responses in healthy human PBMCs in vitro. In an ex vivo system employing dissociated tumor cells from treatment naïve non-small cell lung cancer patients, toripalimab induced several unique genes in IFN-γ and immune cell pathways, showed different kinetics of activation and significantly enhanced IFN-γ signature. Additionally, binding of toripalimab to PD-1 induced lower levels of SHP1 and SHP2 recruitment, the negative regulators of T cell activation, in Jurkat T cells ectopically expressing PD-1. Taken together, these data demonstrate that toripalimab is a potent anti-PD-1 antibody with high affinity PD-1 binding, strong functional attributes and demonstrated clinical activity that encourage its continued clinical investigation in several types of cancer.
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Affiliation(s)
| | - Xiaoguang Wang
- Coherus Biosciences, 333 Twin Dolphin Drive, Suite 600, Redwood City, CA, 94065, USA
| | - Sruthi Ravindranathan
- Coherus Biosciences, 333 Twin Dolphin Drive, Suite 600, Redwood City, CA, 94065, USA
| | - Daniel J Chin
- Coherus Biosciences, 333 Twin Dolphin Drive, Suite 600, Redwood City, CA, 94065, USA
| | - Su-Yi Tseng
- Coherus Biosciences, 333 Twin Dolphin Drive, Suite 600, Redwood City, CA, 94065, USA
| | - Scott L Klakamp
- Coherus Biosciences, 333 Twin Dolphin Drive, Suite 600, Redwood City, CA, 94065, USA
| | - Kate Widmann
- Coherus Biosciences, 333 Twin Dolphin Drive, Suite 600, Redwood City, CA, 94065, USA
| | - Varun N Kapoor
- Coherus Biosciences, 333 Twin Dolphin Drive, Suite 600, Redwood City, CA, 94065, USA
| | - Vladimir Vexler
- Coherus Biosciences, 333 Twin Dolphin Drive, Suite 600, Redwood City, CA, 94065, USA
| | - Patricia Keegan
- TopAlliance Biosciences, 9430 Key West Ave, Suite 125, Rockville, MD, 20850, USA
| | - Sheng Yao
- TopAlliance Biosciences, 9430 Key West Ave, Suite 125, Rockville, MD, 20850, USA
- Shanghai Junshi Biosciences, Shanghai, China
| | - Theresa LaVallee
- Coherus Biosciences, 333 Twin Dolphin Drive, Suite 600, Redwood City, CA, 94065, USA
| | - Sanjay D Khare
- Coherus Biosciences, 333 Twin Dolphin Drive, Suite 600, Redwood City, CA, 94065, USA
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12
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David T, Mallavialle A, Faget J, Alcaraz LB, Lapierre M, du Roure PD, Laurent-Matha V, Mansouri H, Jarlier M, Martineau P, Roger P, Guiu S, Chardès T, Liaudet-Coopman E. Anti-cathepsin D immunotherapy triggers both innate and adaptive anti-tumour immunity in breast cancer. Br J Pharmacol 2023. [PMID: 38030588 DOI: 10.1111/bph.16291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 11/13/2023] [Accepted: 11/17/2023] [Indexed: 12/01/2023] Open
Abstract
BACKGROUND AND PURPOSE Triple-negative breast cancer (TNBC) has poorer outcomes than other breast cancers (BC), including HER2+ BC. Cathepsin D (CathD) is a poor prognosis marker overproduced by BC cells, hypersecreted in the tumour microenvironment with tumour-promoting activity. Here, we characterized the immunomodulatory activity of the anti-CathD antibody F1 and its improved Fab-aglycosylated version (F1M1) in immunocompetent mouse models of TNBC (C57BL/6 mice harbouring E0771 cell grafts) and HER2-amplified BC (BALB/c mice harbouring TUBO cell grafts). EXPERIMENTAL APPROACH CathD expression was evaluated by western blotting and immunofluorescence, and antibody binding to CathD by ELISA. Antibody anti-tumour efficacy was investigated in mouse models. Immune cell recruitment and activation were assessed by immunohistochemistry, immunophenotyping, and RT-qPCR. KEY RESULTS F1 and F1M1 antibodies remodelled the tumour immune landscape. Both antibodies promoted innate antitumour immunity by preventing the recruitment of immunosuppressive M2-polarized tumour-associated macrophages (TAMs) and by activating natural killer cells in the tumour microenvironment of both models. This translated into a reduction of T-cell exhaustion markers in the tumour microenvironment that could be locally supported by enhanced activation of anti-tumour antigen-presenting cell (M1-polarized TAMs and cDC1 cells) functions. Both antibodies inhibited tumour growth in the highly-immunogenic E0771 model, but only marginally in the immune-excluded TUBO model, indicating that anti-CathD immunotherapy is more relevant for BC with a high immune cell infiltrate, as often observed in TNBC. CONCLUSION AND IMPLICATION Anti-CathD antibody-based therapy triggers the anti-tumour innate and adaptive immunity in preclinical models of BC and is a promising immunotherapy for immunogenic TNBC.
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Affiliation(s)
- Timothée David
- IRCM, INSERM U1194, Univ Montpellier, ICM, Montpellier, France
| | | | - Julien Faget
- IRCM, INSERM U1194, Univ Montpellier, ICM, Montpellier, France
| | | | - Marion Lapierre
- IRCM, INSERM U1194, Univ Montpellier, ICM, Montpellier, France
| | | | | | - Hanane Mansouri
- IRCM, INSERM U1194, Univ Montpellier, ICM, Montpellier, France
- RHEM, IRCM, Montpellier, France
| | | | | | - Pascal Roger
- IRCM, INSERM U1194, Univ Montpellier, ICM, Montpellier, France
- Department of Pathology, CHU Nîmes, Nîmes, France
| | - Séverine Guiu
- IRCM, INSERM U1194, Univ Montpellier, ICM, Montpellier, France
- Department of Medical Oncology, ICM, Montpellier, France
| | - Thierry Chardès
- IRCM, INSERM U1194, Univ Montpellier, ICM, Montpellier, France
- Centre national de la recherche Scientifique, CNRS, Paris, France
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13
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Orcutt-Jahns B, Junior JRL, Rockne RC, Matache A, Branciamore S, Hung E, Rodin AS, Lee PP, Meyer AS. Systems profiling reveals recurrently dysregulated cytokine signaling responses in ER+ breast cancer patients' blood. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.10.31.564987. [PMID: 37961682 PMCID: PMC10635026 DOI: 10.1101/2023.10.31.564987] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
Cytokines mediate cell-to-cell communication across the immune system and therefore are critical to immunosurveillance in cancer and other diseases. Several cytokines show dysregulated abundance or signaling responses in breast cancer, associated with the disease and differences in survival and progression. Cytokines operate in a coordinated manner to affect immune surveillance and regulate one another, necessitating a systems approach for a complete picture of this dysregulation. Here, we profiled cytokine signaling responses of peripheral immune cells from breast cancer patients as compared to healthy controls in a multidimensional manner across ligands, cell populations, and responsive pathways. We find alterations in cytokine responsiveness across pathways and cell types that are best defined by integrated signatures across dimensions. Alterations in the abundance of a cytokine's cognate receptor do not explain differences in responsiveness. Rather, alterations in baseline signaling and receptor abundance suggesting immune cell reprogramming are associated with altered responses. These integrated features suggest a global reprogramming of immune cell communication in breast cancer.
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Affiliation(s)
- Brian Orcutt-Jahns
- Department of Bioengineering, University of California, Los Angeles (UCLA), USA
| | | | - Russell C. Rockne
- Department of Computational and Quantitative Medicine, Beckman Research Institute of the City of Hope, Duarte, CA, USA
| | - Adina Matache
- Department of Computational and Quantitative Medicine, Beckman Research Institute of the City of Hope, Duarte, CA, USA
| | - Sergio Branciamore
- Department of Computational and Quantitative Medicine, Beckman Research Institute of the City of Hope, Duarte, CA, USA
| | - Ethan Hung
- Department of Bioengineering, University of California, Los Angeles (UCLA), USA
| | - Andrei S. Rodin
- Department of Computational and Quantitative Medicine, Beckman Research Institute of the City of Hope, Duarte, CA, USA
| | - Peter P. Lee
- Department of Immuno-Oncology, Beckman Research Institute of the City of Hope, Duarte, CA, USA
| | - Aaron S. Meyer
- Department of Bioengineering, University of California, Los Angeles (UCLA), USA
- Jonsson Comprehensive Cancer Center, UCLA, United States of America
- Eli and Edythe Broad Center of Regenerative Medicine and Stem Cell Research, UCLA, USA
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14
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Luangwattananun P, Sangsuwannukul T, Supimon K, Thuwajit C, Chieochansin T, Sa-Nguanraksa D, Samarnthai N, O-Charoenrat P, Junking M, Yenchitsomanus PT. Anti-PD-L1 × anti-CD3 bispecific T-cell engager-armed T cells can overcome immunosuppression and redirect T cells to kill breast cancer cells expressing PD-L1. Int Immunopharmacol 2023; 124:111012. [PMID: 37804657 DOI: 10.1016/j.intimp.2023.111012] [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: 06/01/2023] [Revised: 09/20/2023] [Accepted: 09/27/2023] [Indexed: 10/09/2023]
Abstract
T cell-based immunotherapy has transformed cancer treatment. Nonetheless, T cell antitumor activity can be inhibited by an immune checkpoint molecule expressed on cancer cells, program death ligand 1 (PD-L1), which interacts with the PD-1 on T cells. We generated αPD-L1 × αCD3 bispecific T-cell engager-armed T cells (BATs) to prevent PD-L1/PD-1 interaction and hence to redirect T cells to kill cancer cells. αPD-L1 × αCD3 bispecific T-cell engagers (BTEs) were produced from Chinese hamster ovary (CHO) cells to arm human primary T cells. Flow cytometry was used to investigate BTE binding to BATs. The cytotoxicity of BATs against PD-L1-expressing breast cancer (BC) cell lines was assessed in 2-dimensional (2D) and 3-dimensional (3D) culture models. The binding stability of BTE on BATs and their efficacy after cryopreservation were also examined. The CHO cell BTE expression yield was 3.34 mg/ml. The binding ability on T cells reached 91.02 ± 4.2 %. BATs specifically lysed PD-L1-expressing BC cells, with 56.4 ± 15.3 % HCC70 cells and 70.67 ± 15.6 % MDA-MB-231 cells lysed at a 10:1 effector-to-target ratio. BATs showed slight, nonsignificant lysis of PD-L1-negative BC cells, MCF-7, and T47D. Moreover, BATs significantly disrupted MDA-MB-231 3D spheroids expressing PD-L1 after 48 and 72 h of coculture. Cryopreserved BATs maintained BTE binding stability, cell viability, and anticancer activity, comparable to fresh BATs. αPD-L1 × αCD3 BATs induced the cytolysis of PD-L1-expressing BC cells in 2D and 3D coculture assays. BATs can be prepared and preserved, facilitating their use and transportation. This study demonstrates the potential of αPD-L1 × αCD3 BATs in treating cancers with positive PD-L1 expression.
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Affiliation(s)
- Piriya Luangwattananun
- Siriraj Center of Research Excellence for Cancer Immunotherapy (SiCORE-CIT), Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand; Division of Molecular Medicine, Research Department, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Thanich Sangsuwannukul
- Siriraj Center of Research Excellence for Cancer Immunotherapy (SiCORE-CIT), Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand; Division of Molecular Medicine, Research Department, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Kamonlapat Supimon
- Siriraj Center of Research Excellence for Cancer Immunotherapy (SiCORE-CIT), Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand; Division of Molecular Medicine, Research Department, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Chanitra Thuwajit
- Siriraj Center of Research Excellence for Cancer Immunotherapy (SiCORE-CIT), Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand; Department of Immunology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Thaweesak Chieochansin
- Siriraj Center of Research Excellence for Cancer Immunotherapy (SiCORE-CIT), Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand; Division of Molecular Medicine, Research Department, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Doonyapat Sa-Nguanraksa
- Division of Head Neck and Breast Surgery, Department of Surgery, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Norasate Samarnthai
- Department of Pathology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | | | - Mutita Junking
- Siriraj Center of Research Excellence for Cancer Immunotherapy (SiCORE-CIT), Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand; Division of Molecular Medicine, Research Department, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Pa-Thai Yenchitsomanus
- Siriraj Center of Research Excellence for Cancer Immunotherapy (SiCORE-CIT), Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand; Division of Molecular Medicine, Research Department, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand.
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15
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Gray S, Ottensmeier CH. Advancing Understanding of Non-Small Cell Lung Cancer with Multiplexed Antibody-Based Spatial Imaging Technologies. Cancers (Basel) 2023; 15:4797. [PMID: 37835491 PMCID: PMC10571797 DOI: 10.3390/cancers15194797] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Revised: 09/22/2023] [Accepted: 09/27/2023] [Indexed: 10/15/2023] Open
Abstract
Non-small cell lung cancer (NSCLC) remains a cause of significant morbidity and mortality, despite significant advances made in its treatment using immune checkpoint inhibitors (ICIs) over the last decade; while a minority experience prolonged responses with ICIs, benefit is limited for most patients. The development of multiplexed antibody-based (MAB) spatial tissue imaging technologies has revolutionised analysis of the tumour microenvironment (TME), enabling identification of a wide range of cell types and subtypes, and analysis of the spatial relationships and interactions between them. Such study has the potential to translate into a greater understanding of treatment susceptibility and resistance, factors influencing prognosis and recurrence risk, and identification of novel therapeutic approaches and rational treatment combinations to improve patient outcomes in the clinic. Herein we review studies that have leveraged MAB technologies to deliver novel insights into the TME of NSCLC.
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Affiliation(s)
- Simon Gray
- Department of Molecular and Clinical Cancer Medicine, Faculty of Health and Life Sciences, University of Liverpool, Ashton St., Liverpool L69 3GB, UK
- Department of Medical Oncology, The Clatterbridge Cancer Centre NHS Foundation Trust, Pembroke Pl., Liverpool L7 8YA, UK
| | - Christian H. Ottensmeier
- Department of Molecular and Clinical Cancer Medicine, Faculty of Health and Life Sciences, University of Liverpool, Ashton St., Liverpool L69 3GB, UK
- Department of Medical Oncology, The Clatterbridge Cancer Centre NHS Foundation Trust, Pembroke Pl., Liverpool L7 8YA, UK
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16
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Zajac KK, Malla S, Babu RJ, Raman D, Tiwari AK. Ethnic disparities in the immune microenvironment of triple negative breast cancer and its role in therapeutic outcomes. Cancer Rep (Hoboken) 2023; 6 Suppl 1:e1779. [PMID: 36632988 PMCID: PMC10440847 DOI: 10.1002/cnr2.1779] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 12/20/2022] [Accepted: 12/22/2022] [Indexed: 01/13/2023] Open
Abstract
In 2020, newly diagnosed breast cancer (BC) cases surpassed that of lung cancer among women, making it the most common female cancer globally. In spite of recent increases in incidence rates, mortality due to BC has declined since 1989. These declines have been attributed to advancements in treatment modalities as well as increased mammography surveillance. Despite these advances, African American (AA) women are 40% more likely to die from BC than Caucasian women. Multifactorial etiology has been implicated in the disparity of BC mortality rates among AA women. As an example, AA women have a disproportionate incidence of triple negative breast cancer (TNBC), which has a poor prognosis and marginal treatment options. Increasingly, the tumor microenvironment (TME) has gained relevance as it relates to primary tumor progression, metastasis and treatment possibilities. The treatment outcomes or pathological complete response (pCR) in TNBC among AA women are affected by differences in TME. The TME of AA women exhibit several variances in acellular and cellular components associated with pro-tumorigenic effects. For example, increased levels of the adipocyte-related hormone, resistin, the pro-inflammatory cytokine, IL-6, and the CC chemokine, CCL2, within the TME of AA women gives rise to an increased density of M2 macrophages, also known as tumor-associated macrophages. Elevated levels of vascular endothelial growth factor in the TME of AA women increase the vascular density or vascularity, which facilitate aggressive tumor growth and metastasis. Furthermore, a pro-tumorigenic TME is supported by increased levels of the CXC chemokine, CXCL12 that results in the recruitment of regulatory T lymphocytes (Tregs ). Due to these and other differences in the TME of AA women, precision oncology can target specific aspects of the TME that may contribute to a poorer prognosis. In addition to the discrepancies in the TME, AA women face socio-economic barriers that limit their ability to access state-of-the-art, novel therapies against metastatic TNBC. In this review, we will provide a brief overview of the tumor immune microenvironment, immune-based treatment options for TNBC and their potential to decrease health disparities due to ethnicity.
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Affiliation(s)
- Kelsee K. Zajac
- Department of Pharmacology and Experimental TherapeuticsThe University of ToledoToledoOhioUSA
| | - Saloni Malla
- Department of Pharmacology and Experimental TherapeuticsThe University of ToledoToledoOhioUSA
| | - Ramapuram Jayachandra Babu
- Department of Drug Discovery and Development, Harrison School of PharmacyAuburn UniversityAuburnAlabamaUSA
| | - Dayanidhi Raman
- Department of Cell and Cancer BiologyUniversity of Toledo Health Science CampusToledoOhioUSA
| | - Amit K. Tiwari
- Department of Pharmacology and Experimental TherapeuticsThe University of ToledoToledoOhioUSA
- Department of Cell and Cancer BiologyUniversity of Toledo Health Science CampusToledoOhioUSA
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17
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Mortezaee K, Majidpoor J, Kharazinejad E. The impact of hypoxia on tumor-mediated bypassing anti-PD-(L)1 therapy. Biomed Pharmacother 2023; 162:114646. [PMID: 37011483 DOI: 10.1016/j.biopha.2023.114646] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 03/30/2023] [Accepted: 03/31/2023] [Indexed: 04/04/2023] Open
Abstract
Extending the durability of response is the current focus in cancer immunotherapy with immune checkpoint inhibitors (ICIs). However, factors like non-immunogenic tumor microenvironment (TME) along with aberrant angiogenesis and dysregulated metabolic systems are negative contributors. Hypoxia is a key TME condition and a critical promoter of tumor hallmarks. It acts on immune and non-immune cells within TME in order for promoting immune evasion and therapy resistance. Extreme hypoxia is a major promoter of resistance to the programmed death-1 (PD-1)/programmed death-ligand 1 (PD-L1) inhibitor therapy. Hypoxia inducible factor-1 (HIF-1) acts as a key mediator of hypoxia and a critical promoter of resistance to the anti-PD-(L)1. Targeting hypoxia or HIF-1 can thus be an effective strategy for reinvigoration of cellular immunity against cancer. Among various strategies presented so far, the key focus is over vascular normalization, which is an approach highly effective for reducing the rate of hypoxia, increasing drug delivery into the tumor area, and boosting the efficacy of anti-PD-(L)1.
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Affiliation(s)
- Keywan Mortezaee
- Department of Anatomy, School of Medicine, Kurdistan University of Medical Sciences, Sanandaj, Islamic Republic of Iran.
| | - Jamal Majidpoor
- Department of Anatomy, School of Medicine, Infectious Disease Research Center, Gonabad University of Medical Sciences, Gonabad, Islamic Republic of Iran
| | - Ebrahim Kharazinejad
- Department of Anatomy, Faculty of Medicine, Abadan University of Medical Sciences, Abadan, Islamic Republic of Iran.
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18
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Mortaezaee K, Majidpoor J. Mechanisms of CD8 + T cell exclusion and dysfunction in cancer resistance to anti-PD-(L)1. Biomed Pharmacother 2023; 163:114824. [PMID: 37141735 DOI: 10.1016/j.biopha.2023.114824] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Revised: 04/26/2023] [Accepted: 04/30/2023] [Indexed: 05/06/2023] Open
Abstract
CD8+ T cells are the front-line defensive cells against cancer. Reduced infiltration and effector function of CD8+ T cells occurs in cancer and is contributed to defective immunity and immunotherapy resistance. Exclusion and exhaustion of CD8+ T cells are the two key factors associated with reduced durability of immune checkpoint inhibitor (ICI) therapy. Initially activated T cells upon exposure to chronic antigen stimulation or immunosuppressive tumor microenvironment (TME) acquire a hyporesponsive state that progressively lose their effector function. Thus, a key strategy in cancer immunotherapy is to look for factors contributed to defective CD8+ T cell infiltration and function. Targeting such factors can define a promising supplementary approach in patients receiving anti-programmed death-1 receptor (PD-1)/anti-programmed death-ligand 1 (PD-L1) therapy. Recently, bispecific antibodies are developed against PD-(L)1 and a dominant factor within TME, representing higher safety profile and exerting more desired outcomes. The focus of this review is to discuss about promoters of deficient infiltration and effector function of CD8+ T cells and their addressing in cancer ICI therapy.
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Affiliation(s)
- Keywan Mortaezaee
- Department of Anatomy, School of Medicine, Kurdistan University of Medical Sciences, Sanandaj, Iran.
| | - Jamal Majidpoor
- Department of Anatomy, School of Medicine, Infectious Diseases Research Center, Gonabad University of Medical Sciences, Gonabad, Iran
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19
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Shi J, Li G, Liu L, Yuan X, Wang Y, Gong M, Li C, Ge X, Lu S. Establishment and validation of exhausted CD8+ T cell feature as a prognostic model of HCC. Front Immunol 2023; 14:1166052. [PMID: 37077914 PMCID: PMC10106715 DOI: 10.3389/fimmu.2023.1166052] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Accepted: 03/20/2023] [Indexed: 04/05/2023] Open
Abstract
ObjectivesThe exhausted CD8+T (Tex) cells are a unique cell population of activated T cells that emerges in response to persistent viral infection or tumor antigens. Tex cells showed the characteristics of aging cells, including weakened self-renewal ability, effector function inhibition, sustained high expression of inhibitory receptors including PD-1, TIGIT, TIM-3, and LAG-3, and always accompanied by metabolic and epigenetic reprogramming. Tex cells are getting more and more attention in researching immune-related diseases and tumor immunotherapy. However, studies on Tex-related models for tumor prognosis are still lacking. We hope to establish a risk model based on Tex-related genes for HCC prognosis.MethodsTex-related GEO datasets from different pathologic factors (chronic HBV, chronic HCV, and telomere shortening) were analyzed respectively to acquire differentially expressed genes (DEGs) by the ‘limma’ package of R. Genes with at least one intersection were incorporated into Tex-related gene set. GO, KEGG, and GSEA enrichment analyses were produced. Hub genes and the PPI network were established and visualized by the STRING website and Cytoscape software. Transcription factors and targeting small molecules were predicted by the TRUST and CLUE websites. The Tex-related HCC prognostic model was built by Cox regression and verified based on different datasets. Tumor immune dysfunction and exclusion (TIDE) and SubMap algorithms tested immunotherapy sensitivity. Finally, qRT-PCR and Flow Cytometry was used to confirm the bioinformatic results.ResultsHub genes such as AKT1, CDC6, TNF and their upstream transcription factor ILF3, Regulatory factor X-associated protein, STAT3, JUN, and RELA/NFKB1 were identified as potential motivators for Tex. Tex-related genes SLC16A11, CACYBP, HSF2, and ATG10 built the HCC prognostic model and helped with Immunotherapy sensitivity prediction.ConclusionOur study demonstrated that Tex-related genes might provide accurate prediction for HCC patients in clinical decision-making, prognostic assessment, and immunotherapy. In addition, targeting the hub genes or transcription factors may help to reverse T cell function and enhance the effect of tumor immunotherapy.
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Affiliation(s)
- Jihang Shi
- Medical School of Chinese People’s Liberation Army (PLA), Beijing, China
- Faculty of Hepato-Pancreato-Biliary Surgery, Chinese People’s Liberation Army (PLA) General Hospital, Beijing, China
- Institute of Hepatobiliary Surgery of Chinese PLA, Beijing, China
| | - Guangya Li
- Ministry of Education (MOE) Key Laboratory of Cell Proliferation and Differentiation, College of Life Sciences, Peking-Tsinghua Center for Life Sciences, Peking University, Beijing, China
- Peking University-Tsinghua University-National Institute of Biological Science Joint Graduate Program, College of Life Science, Peking University, Beijing, China
| | - Lulu Liu
- Ministry of Education (MOE) Key Laboratory of Cell Proliferation and Differentiation, College of Life Sciences, Peking-Tsinghua Center for Life Sciences, Peking University, Beijing, China
- Peking University-Tsinghua University-National Institute of Biological Science Joint Graduate Program, College of Life Science, Peking University, Beijing, China
| | - Xiandun Yuan
- Department of Rheumatology and Immunology, Peking University Third Hospital, Beijing, China
| | - Yafei Wang
- Medical School of Chinese People’s Liberation Army (PLA), Beijing, China
- Faculty of Hepato-Pancreato-Biliary Surgery, Chinese People’s Liberation Army (PLA) General Hospital, Beijing, China
- Institute of Hepatobiliary Surgery of Chinese PLA, Beijing, China
| | - Ming Gong
- Medical School of Chinese People’s Liberation Army (PLA), Beijing, China
- Faculty of Hepato-Pancreato-Biliary Surgery, Chinese People’s Liberation Army (PLA) General Hospital, Beijing, China
- Institute of Hepatobiliary Surgery of Chinese PLA, Beijing, China
| | - Chonghui Li
- Faculty of Hepato-Pancreato-Biliary Surgery, Chinese People’s Liberation Army (PLA) General Hospital, Beijing, China
- Institute of Hepatobiliary Surgery of Chinese PLA, Beijing, China
| | - Xinlan Ge
- Faculty of Hepato-Pancreato-Biliary Surgery, Chinese People’s Liberation Army (PLA) General Hospital, Beijing, China
- Institute of Hepatobiliary Surgery of Chinese PLA, Beijing, China
| | - Shichun Lu
- Faculty of Hepato-Pancreato-Biliary Surgery, Chinese People’s Liberation Army (PLA) General Hospital, Beijing, China
- Institute of Hepatobiliary Surgery of Chinese PLA, Beijing, China
- *Correspondence: Shichun Lu,
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Zhang XY, Qin XY, Shen HH, Liu KT, Wang CJ, Peng T, Wu JN, Zhao SM, Li MQ. IL-27 deficiency inhibits proliferation and invasion of trophoblasts via the SFRP2/Wnt/β-catenin pathway in fetal growth restriction. Int J Med Sci 2023; 20:392-405. [PMID: 36860682 PMCID: PMC9969501 DOI: 10.7150/ijms.80684] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Accepted: 01/19/2023] [Indexed: 02/15/2023] Open
Abstract
Background: Fetal growth restriction (FGR) is characterized by restricted fetal growth and dysregulated placental development. The etiology and pathogenesis still remain elusive. IL-27 shows multiple roles in regulating various biological processes, however, how IL-27 involves in placentation in FGR pregnancy hasn't been demonstrated. Methods: The levels of IL-27 and IL-27RA in FGR and normal placentae were determined by immunohistochemistry, western blot and RT-PCR. HTR-8/SVneo cells and Il27ra-/- murine models have been adopted to evaluate the effects of IL-27 on the bio-functions of trophoblast cells. GO enrichment and GSEA analysis were performed to explore the underlying mechanism. Findings: IL-27 and IL-27RA was lowly expressed in FGR placentae and administration of IL-27 on HTR-8/SVneo could promote its proliferation, migration and invasion. Comparing with wildtypes, Il27ra-/- embryos were smaller and lighter, and the placentae from which were poorly developed. In mechanism, the molecules of canonical Wnt/β-catenin pathway (CCND1, CMYC, SOX9) were downregulated in Il27ra-/- placentae. In contrast, the expression of SFRP2 (negative regulator of Wnt) was increased. Overexpression of SFRP2 in vitro could impair trophoblast migration and invasion capacity. Interpretation: IL-27/IL-27RA negatively regulates SFRP2 to activate Wnt/β-catenin, and thus promotes migration and invasion of trophoblasts during pregnancy. However, IL-27 deficiency may contribute to the development of FGR by restricting the Wnt activity.
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Affiliation(s)
- Xin-Yan Zhang
- Laboratory for Reproductive Immunology, Hospital of Obstetrics and Gynecology, Fudan University, Shanghai 200080, People's Republic of China
- NHC Key Lab of Reproduction Regulation, Shanghai Institute for Biomedical and Pharmaceutical Technologies, Fudan University, Shanghai 201203, People's Republic of China
| | - Xue-Yun Qin
- Laboratory for Reproductive Immunology, Hospital of Obstetrics and Gynecology, Fudan University, Shanghai 200080, People's Republic of China
| | - Hui-Hui Shen
- Laboratory for Reproductive Immunology, Hospital of Obstetrics and Gynecology, Fudan University, Shanghai 200080, People's Republic of China
| | - Ke-Tong Liu
- Department of Obstetrics, Hospital of Obstetrics and Gynecology, Shanghai Medical School, Fudan University, Shanghai 200011, People's Republic of China
| | - Cheng-Jie Wang
- Department of Obstetrics, Hospital of Obstetrics and Gynecology, Shanghai Medical School, Fudan University, Shanghai 200011, People's Republic of China
| | - Ting Peng
- Department of Obstetrics, Hospital of Obstetrics and Gynecology, Shanghai Medical School, Fudan University, Shanghai 200011, People's Republic of China
| | - Jiang-Nan Wu
- Clinical Epidemiology, Hospital of Obstetrics and Gynecology, Shanghai Medical School, Fudan University, Shanghai 200011, People's Republic of China
| | - Shi-Min Zhao
- Laboratory for Reproductive Immunology, Hospital of Obstetrics and Gynecology, Fudan University, Shanghai 200080, People's Republic of China
- State Key Laboratory of Genetic Engineering, Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Fudan University, Shanghai 200433, People's Republic of China
- Shanghai Key Laboratory of Female Reproductive Endocrine Related Diseases, Hospital of Obstetrics and Gynecology, Fudan University, Shanghai 200080, People's Republic of China
| | - Ming-Qing Li
- Laboratory for Reproductive Immunology, Hospital of Obstetrics and Gynecology, Fudan University, Shanghai 200080, People's Republic of China
- NHC Key Lab of Reproduction Regulation, Shanghai Institute for Biomedical and Pharmaceutical Technologies, Fudan University, Shanghai 201203, People's Republic of China
- Shanghai Key Laboratory of Female Reproductive Endocrine Related Diseases, Hospital of Obstetrics and Gynecology, Fudan University, Shanghai 200080, People's Republic of China
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Glasson Y, Chépeaux LA, Dumé AS, Lafont V, Faget J, Bonnefoy N, Michaud HA. Single-cell high-dimensional imaging mass cytometry: one step beyond in oncology. Semin Immunopathol 2023; 45:17-28. [PMID: 36598557 PMCID: PMC9812013 DOI: 10.1007/s00281-022-00978-w] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Accepted: 12/11/2022] [Indexed: 01/05/2023]
Abstract
Solid tumors have a dynamic ecosystem in which malignant and non-malignant (endothelial, stromal, and immune) cell types constantly interact. Importantly, the abundance, localization, and functional orientation of each cell component within the tumor microenvironment vary significantly over time and in response to treatment. Such intratumoral heterogeneity influences the tumor course and its sensitivity to treatments. Recently, high-dimensional imaging mass cytometry (IMC) has been developed to explore the tumor ecosystem at the single-cell level. In the last years, several studies demonstrated that IMC is a powerful tool to decipher the tumor complexity. In this review, we summarize the potential of this technology and how it may be useful for cancer research (from preclinical to clinical studies).
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Affiliation(s)
- Yaël Glasson
- IRCM, Univ Montpellier, ICM, Plateforme de Cytométrie Et d’Imagerie de Masse, Inserm Montpellier, France
| | - Laure-Agnès Chépeaux
- IRCM, Univ Montpellier, ICM, Plateforme de Cytométrie Et d’Imagerie de Masse, Inserm Montpellier, France
| | - Anne-Sophie Dumé
- IRCM, Univ Montpellier, ICM, Plateforme de Cytométrie Et d’Imagerie de Masse, Inserm Montpellier, France
| | | | - Julien Faget
- IRCM, Univ Montpellier, ICM, Inserm Montpellier, France
| | - Nathalie Bonnefoy
- IRCM, Univ Montpellier, ICM, Plateforme de Cytométrie Et d’Imagerie de Masse, Inserm Montpellier, France
| | - Henri-Alexandre Michaud
- IRCM, Univ Montpellier, ICM, Plateforme de Cytométrie Et d'Imagerie de Masse, Inserm Montpellier, France.
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Haist M, Kaufmann J, Kur IM, Zimmer S, Grabbe S, Schmidberger H, Weigert A, Mayer A. Response to primary chemoradiotherapy of locally advanced oropharyngeal carcinoma is determined by the degree of cytotoxic T cell infiltration within tumor cell aggregates. Front Immunol 2023; 14:1070203. [PMID: 37187729 PMCID: PMC10175951 DOI: 10.3389/fimmu.2023.1070203] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Accepted: 04/13/2023] [Indexed: 05/17/2023] Open
Abstract
Background Effective anti-tumor immune responses are mediated by T cells and require organized, spatially coordinated interactions within the tumor microenvironment (TME). Understanding coordinated T-cell-behavior and deciphering mechanisms of radiotherapy resistance mediated by tumor stem cells will advance risk stratification of oropharyngeal cancer (OPSCC) patients treated with primary chemoradiotherapy (RCTx). Methods To determine the role of CD8 T cells (CTL) and tumor stem cells for response to RCTx, we employed multiplex immunofluorescence stains on pre-treatment biopsy specimens from 86 advanced OPSCC patients and correlated these quantitative data with clinical parameters. Multiplex stains were analyzed at the single-cell level using QuPath and spatial coordination of immune cells within the TME was explored using the R-package Spatstat. Results Our observations demonstrate that a strong CTL-infiltration into the epithelial tumor compartment (HR for overall survival, OS: 0.35; p<0.001) and the expression of PD-L1 on CTL (HR: 0.36; p<0.001) were both associated with a significantly better response and survival upon RCTx. As expected, p16 expression was a strong predictor of improved OS (HR: 0.38; p=0.002) and correlated with overall CTL infiltration (r: 0.358, p<0.001). By contrast, tumor cell proliferative activity, expression of the tumor stem cell marker CD271 and overall CTL infiltration, regardless of the affected compartment, were not associated with response or survival. Conclusion In this study, we could demonstrate the clinical relevance of the spatial organization and the phenotype of CD8 T cells within the TME. In particular, we found that the infiltration of CD8 T cells specifically into the tumor cell compartment was an independent predictive marker for response to chemoradiotherapy, which was strongly associated with p16 expression. Meanwhile, tumor cell proliferation and the expression of stem cell markers showed no independent prognostic effect for patients with primary RCTx and thus requires further study.
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Affiliation(s)
- Maximilian Haist
- Department of Dermatology, University Medical Center of the Johannes-Gutenberg University, Mainz, Germany
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, United States
- Department of Microbiology & Immunology, Stanford University School of Medicine, Stanford, CA, United States
- *Correspondence: Maximilian Haist,
| | - Justus Kaufmann
- Department of Radiation Oncology and Radiotherapy, University Medical Center, Mainz, Germany
| | - Ivan-Maximiliano Kur
- Institute of Biochemistry I, Faculty of Medicine, Goethe-University Frankfurt, Frankfurt, Germany
| | - Stefanie Zimmer
- Institute of Pathology, University Medical Center of the Johannes Gutenberg University, Mainz, Germany
| | - Stephan Grabbe
- Department of Dermatology, University Medical Center of the Johannes-Gutenberg University, Mainz, Germany
| | - Heinz Schmidberger
- Department of Radiation Oncology and Radiotherapy, University Medical Center, Mainz, Germany
| | - Andreas Weigert
- Institute of Biochemistry I, Faculty of Medicine, Goethe-University Frankfurt, Frankfurt, Germany
| | - Arnulf Mayer
- Institute of Pathology, University Medical Center of the Johannes Gutenberg University, Mainz, Germany
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Elishaev M, Hodonsky CJ, Ghosh SKB, Finn AV, von Scheidt M, Wang Y. Opportunities and Challenges in Understanding Atherosclerosis by Human Biospecimen Studies. Front Cardiovasc Med 2022; 9:948492. [PMID: 35872917 PMCID: PMC9300954 DOI: 10.3389/fcvm.2022.948492] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Accepted: 06/07/2022] [Indexed: 11/13/2022] Open
Abstract
Over the last few years, new high-throughput biotechnologies and bioinformatic methods are revolutionizing our way of deep profiling tissue specimens at the molecular levels. These recent innovations provide opportunities to advance our understanding of atherosclerosis using human lesions aborted during autopsies and cardiac surgeries. Studies on human lesions have been focusing on understanding the relationship between molecules in the lesions with tissue morphology, genetic risk of atherosclerosis, and future adverse cardiovascular events. This review will highlight ways to utilize human atherosclerotic lesions in translational research by work from large cardiovascular biobanks to tissue registries. We will also discuss the opportunities and challenges of working with human atherosclerotic lesions in the era of next-generation sequencing.
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Affiliation(s)
- Maria Elishaev
- Department of Pathology and Laboratory Medicine, Center for Heart Lung Innovation, University of British Columbia, Vancouver, BC, Canada
| | - Chani J. Hodonsky
- Center for Public Health Genomics, Department of Public Health Sciences, University of Virginia, Charlottesville, VA, United States
| | | | - Aloke V. Finn
- Cardiovascular Pathology Institute, Gaithersburg, MD, United States
| | - Moritz von Scheidt
- Department of Cardiology, Deutsches Herzzentrum München, Technische Universität München, Munich, Germany
- Deutsches Zentrum für Herz-Kreislauf-Forschung, Partner Site Munich Heart Alliance, Munich, Germany
| | - Ying Wang
- Department of Pathology and Laboratory Medicine, Center for Heart Lung Innovation, University of British Columbia, Vancouver, BC, Canada
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Multiplex Tissue Imaging: Spatial Revelations in the Tumor Microenvironment. Cancers (Basel) 2022; 14:cancers14133170. [PMID: 35804939 PMCID: PMC9264815 DOI: 10.3390/cancers14133170] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Revised: 06/22/2022] [Accepted: 06/23/2022] [Indexed: 11/17/2022] Open
Abstract
Simple Summary Cancer is the leading cause of death worldwide, and the overall aging of the population results in an increased risk of a cancer diagnosis during a person’s lifetime. Diagnosis and treatment at an early stage will typically increase the chances of survival. Tumors can develop therapy resistance, and it is difficult to predict how individual patients will respond to therapy. Most studies that aim to resolve this problem have focused on studying the composition and characteristics of dissociated tumors, while ignoring the role of cell localization and interactions within the tumor microenvironment. In the past decade, technological innovations have enabled multiplex imaging analyses of intact tumors to study localization and interaction parameters, which can be used as biomarkers, or can be correlated with treatment responses and clinical outcomes. Abstract The tumor microenvironment is a complex ecosystem containing various cell types, such as immune cells, fibroblasts, and endothelial cells, which interact with the tumor cells. In recent decades, the cancer research field has gained insight into the cellular subtypes that are involved in tumor microenvironment heterogeneity. Moreover, it has become evident that cellular interactions in the tumor microenvironment can either promote or inhibit tumor development, progression, and drug resistance, depending on the context. Multiplex spatial analysis methods have recently been developed; these have offered insight into how cellular crosstalk dynamics and heterogeneity affect cancer prognoses and responses to treatment. Multiplex (imaging) technologies and computational analysis methods allow for the spatial visualization and quantification of cell–cell interactions and properties. These technological advances allow for the discovery of cellular interactions within the tumor microenvironment and provide detailed single-cell information on properties that define cellular behavior. Such analyses give insights into the prognosis and mechanisms of therapy resistance, which is still an urgent problem in the treatment of multiple types of cancer. Here, we provide an overview of multiplex imaging technologies and concepts of downstream analysis methods to investigate cell–cell interactions, how these studies have advanced cancer research, and their potential clinical implications.
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