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Yang C, Xu X, Wu M, Zhao Z, Feng Y, Liang W, Xu C, Jiang T, Zhang G. Huang-Jin-Shuang-Shen Decoction promotes CD8+ T-cell-mediated anti-tumor immunity by regulating chemokine CXCL10 in gastric cancer. PHYTOMEDICINE : INTERNATIONAL JOURNAL OF PHYTOTHERAPY AND PHYTOPHARMACOLOGY 2024; 135:156065. [PMID: 39341128 DOI: 10.1016/j.phymed.2024.156065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Revised: 08/20/2024] [Accepted: 09/15/2024] [Indexed: 09/30/2024]
Abstract
BACKGROUND Research on immunotherapy for gastric cancer is currently receiving significant attention, with particular emphasis on the role of CD8+ T cells in anti-tumor immune responses. In recent years, the importance of the chemokine CXCL10 in promoting anti-tumor immunity has been increasingly recognized because it plays a crucial role in recruiting CD8+ T cells to the tumor microenvironment. The Huang-Jin-Shuang-Shen (HJSS) Decoction, a Chinese medicine, has been used as an adjuvant drug for gastric cancer chemotherapy. Its mechanism of action may be related to the activation of anti-tumor immunity. PURPOSE To assess the role of the HJSS Decoction in regulating the immune microenvironment of gastric cancer and elucidate its mechanism. STUDY DESIGN/METHODS Ultra-high performance liquid chromatography Q Exactive-mass spectrometry was used to analyze the main components of the HJSS Decoction and evaluate the therapeutic effect of the HJSS Decoction synergized with 5-fluorouracil (5-FU) on gastric cancer. The proportions of CD8+ T cells and killing markers were determined using flow cytometry. Mechanisms of action and targets were screened using network pharmacology. The level of CXCL10 was detected using enzyme-linked immunosorbent assay and western blot, and nuclear factor kappa-light-chain-enhancer of activated B cells (NFκB) related signaling pathway was detected in vitro. The target function was validated by siRNA transfection. RESULTS The combination of HJSS Decoction and 5-FU demonstrated a synergistic effect in impeding the progression of subcutaneous gastric cancer. This was achieved through the facilitation of apoptosis and suppression of proliferation. Furthermore, HJSS Decoction exhibited the ability to enhance the population of CD8+ T cells and augment their cytotoxic capabilities, both in laboratory settings and in living organisms. Notably, HJSS Decoction upregulated the expression of CXCL10, and mechanistically, it activated the NFκB-related signaling pathway to initiate subsequent transcription of chemokines. CONCLUSION The present study aimed to investigate the pharmacological mechanism of the HJSS Decoction and its potential clinical application in inhibiting gastric cancer in mice. HJSS Decoction can cooperate with 5-FU to inhibit gastric cancer, and the optimal dose is medium. HJSS Decoction exerts anti-tumor immunity by activating the NFκB-related signaling pathway and promoting the expression of CXCL10, which in turn recruits CD8+ T cells into the tumor immune microenvironment. Overall, these findings provide valuable evidence for the potential clinical application of HJSS Decoction.
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Affiliation(s)
- Chuqi Yang
- Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, China; Zhejiang Key Laboratory of Blood-Stasis-Toxin Syndrome, Zhejiang Chinese Medical University, Hangzhou 310053, China; Suzhou Ninth Hospital affiliated to Soochow University (Suzhou Ninth People's Hospital), Suzhou 215200, China
| | - Xuefei Xu
- Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, China; Zhejiang Key Laboratory of Blood-Stasis-Toxin Syndrome, Zhejiang Chinese Medical University, Hangzhou 310053, China
| | - Mengting Wu
- Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, China; Zhejiang Key Laboratory of Blood-Stasis-Toxin Syndrome, Zhejiang Chinese Medical University, Hangzhou 310053, China
| | - Zhengqi Zhao
- Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, China; Zhejiang Key Laboratory of Blood-Stasis-Toxin Syndrome, Zhejiang Chinese Medical University, Hangzhou 310053, China
| | - Yewen Feng
- Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, China; Zhejiang Key Laboratory of Blood-Stasis-Toxin Syndrome, Zhejiang Chinese Medical University, Hangzhou 310053, China
| | - Weiyu Liang
- Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, China; Zhejiang Key Laboratory of Blood-Stasis-Toxin Syndrome, Zhejiang Chinese Medical University, Hangzhou 310053, China
| | - Chuyun Xu
- The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou 310053, China
| | - Tao Jiang
- Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, China; Zhejiang Key Laboratory of Blood-Stasis-Toxin Syndrome, Zhejiang Chinese Medical University, Hangzhou 310053, China.
| | - Guangji Zhang
- Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, China; Zhejiang Key Laboratory of Blood-Stasis-Toxin Syndrome, Zhejiang Chinese Medical University, Hangzhou 310053, China; Traditional Chinese Medicine "Preventing Disease" Wisdom Health Project Research Center of Zhejiang, Hangzhou 310053, China.
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Dopler A, Alkan F, Malka Y, van der Kammen R, Hoefakker K, Taranto D, Kocabay N, Mimpen I, Ramirez C, Malzer E, Isaeva OI, Kerkhoff M, Gangaev A, Silva J, Ramalho S, Hoekman L, Altelaar M, Beijersbergen R, Akkari L, Yewdell JW, Kvistborg P, Faller WJ. P-stalk ribosomes act as master regulators of cytokine-mediated processes. Cell 2024; 187:6981-6993.e23. [PMID: 39437780 PMCID: PMC11896023 DOI: 10.1016/j.cell.2024.09.039] [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: 10/24/2023] [Revised: 08/16/2024] [Accepted: 09/26/2024] [Indexed: 10/25/2024]
Abstract
Inflammatory cytokines are pivotal to immune responses. Upon cytokine exposure, cells enter an "alert state" that enhances their visibility to the immune system. Here, we identified an alert-state subpopulation of ribosomes defined by the presence of the P-stalk. We show that P-stalk ribosomes (PSRs) are formed in response to cytokines linked to tumor immunity, and this is at least partially mediated by P-stalk phosphorylation. PSRs are involved in the preferential translation of mRNAs vital for the cytokine response via the more efficient translation of transmembrane domains of receptor molecules involved in cytokine-mediated processes. Importantly, loss of the PSR inhibits CD8+ T cell recognition and killing, and inhibitory cytokines like transforming growth factor β (TGF-β) hinder PSR formation, suggesting that the PSR is a central regulatory hub upon which multiple signals converge. Thus, the PSR is an essential mediator of the cellular rewiring that occurs following cytokine exposure via the translational regulation of this process.
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Affiliation(s)
- Anna Dopler
- Division of Oncogenomics, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Ferhat Alkan
- Division of Oncogenomics, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Yuval Malka
- Division of Oncogenomics, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Rob van der Kammen
- Division of Oncogenomics, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Kelly Hoefakker
- Division of Molecular Oncology & Immunology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Daniel Taranto
- Division of Tumor Biology & Immunology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Naz Kocabay
- Division of Tumor Biology & Immunology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Iris Mimpen
- Division of Molecular Oncology & Immunology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Christel Ramirez
- Division of Tumor Biology & Immunology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Elke Malzer
- Division of Molecular Carcinogenesis, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Olga I Isaeva
- Division of Tumor Biology & Immunology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Mandy Kerkhoff
- Division of Oncogenomics, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Anastasia Gangaev
- Division of Molecular Oncology & Immunology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Joana Silva
- Division of Oncogenomics, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Sofia Ramalho
- Division of Oncogenomics, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Liesbeth Hoekman
- Proteomics Facility, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Maarten Altelaar
- Proteomics Facility, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Roderick Beijersbergen
- Division of Molecular Carcinogenesis, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Leila Akkari
- Division of Tumor Biology & Immunology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Jonathan Wilson Yewdell
- Cellular Biology Section, Laboratory of Viral Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Pia Kvistborg
- Division of Molecular Oncology & Immunology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - William James Faller
- Division of Oncogenomics, Netherlands Cancer Institute, Amsterdam, the Netherlands.
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Yang J, Zhang Z, Pang C, Cao D, Yan D, Fan J. Comprehensive analysis of CXCL10 and MIP-3a reveals their potential clinical application in hepatocellular carcinoma. Transl Oncol 2024; 48:102071. [PMID: 39098213 PMCID: PMC11359764 DOI: 10.1016/j.tranon.2024.102071] [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: 01/22/2024] [Revised: 07/02/2024] [Accepted: 08/01/2024] [Indexed: 08/06/2024] Open
Abstract
Chemokines play a crucial role in the pathogenesis of patients with hepatocellular carcinoma (HCC). The expression levels of interferon-γ-induced protein-10 (CXCL10) and macrophage inflammatory protein-3α (MIP-3a) were investigated to clarify their clinical significance in HCC. The protein levels of CXCL10 and MIP-3a in the serum of 105 HBV-associated HCC patients, 50 patients with liver cirrhosis (LC), 50 patients with chronic hepatitis B (CHB) and 50 healthy donors (HC) were detected by liquid chip technology (Luminex) or ELISA. In addition, their mRNA levels were also determined in liver cancer and adjacent cancer tissue (paracancer; ParaCa) from 65 HCC patients. The online database UALCAN was used to analyze the association between CXCL10 and pathological manifestations of liver cancer. In addition, the diagnostic value of CXCL10/MIP-3a and AFP in HCC patients was determined by analyzing the Receiver Operating Characteristic Curve (ROC). The protein concentrations of CXCL10 and MIP-3a were significantly higher in the HCC group than in the LC, CHB and HC groups. CXCL10 in sera and liver cancer tissues is significantly positively correlated with ALT, but no significance between CXCL10 in ParaCa tissues and sera-ALT. Their mRNA is significantly higher in cancer tissues than in ParaCa tissues. The areas under the ROC curve of CXCL10, MIP-3a, CXCL10 and MIP-3a combined and AFP were 0.9169, 0.9261, 0.9299 and 0.7880, respectively. Elevated chemokines CXCL10 and MIP-3a in HCC patients may be associated with the clinical manifestation of HCC and could be a potential molecular marker for prognostic evaluation or a therapeutic target for HCC.
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Affiliation(s)
- Jiezuan Yang
- The First Affiliated Hospital, Zhejiang University School of Medicine, State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Disease, Hangzhou 310003, China.
| | - Zhengliang Zhang
- Department of Laboratory Medicine, the Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou 310009, China
| | - Caihong Pang
- Department of Transfusion, the Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou 310009, China
| | - Dan Cao
- The First Affiliated Hospital, Zhejiang University School of Medicine, State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Disease, Hangzhou 310003, China
| | - Dong Yan
- The First Affiliated Hospital, Zhejiang University School of Medicine, State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Disease, Hangzhou 310003, China.
| | - Jun Fan
- The First Affiliated Hospital, Zhejiang University School of Medicine, State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Disease, Hangzhou 310003, China
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Taylor JL, Kokolus KM, Basse PH, Filderman JN, Cosgrove CE, Watkins SC, Gambotto A, Lowe DB, Edwards RP, Kalinski P, Storkus WJ. Therapeutic Anti-Tumor Efficacy of DC-Based Vaccines Targeting TME-Associated Antigens Is Improved When Combined with a Chemokine-Modulating Regimen and/or Anti-PD-L1. Vaccines (Basel) 2024; 12:777. [PMID: 39066414 PMCID: PMC11281486 DOI: 10.3390/vaccines12070777] [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: 05/21/2024] [Revised: 06/10/2024] [Accepted: 07/11/2024] [Indexed: 07/28/2024] Open
Abstract
We previously reported that dendritic cell (DC)-based vaccines targeting antigens expressed by tumor-associated vascular endothelial cells (VECs) and pericytes effectively control tumor growth in translational mouse tumor models. In the current report, we examined whether the therapeutic benefits of such tumor blood vessel antigen (TBVA)-targeted vaccines could be improved by the cotargeting of tumor antigens in the s.c. B16 melanoma model. We also evaluated whether combination vaccines incorporating anti-PD-L1 checkpoint blockade and/or a chemokine-modulating (CKM; IFNα + TLR3-L [rintatolimod] + Celecoxib) regimen would improve T cell infiltration/functionality in tumors yielding enhanced treatment benefits. We report that DC-peptide or DC-tumor lysate vaccines coordinately targeting melanoma antigens and TBVAs were effective in slowing B16 growth in vivo and extending survival, with superior outcomes observed for DC-peptide-based vaccines. Peptide-based vaccines that selectively target either melanoma antigens or TBVAs elicited a CD8+ T cell repertoire recognizing both tumor cells and tumor-associated VECs and pericytes in vitro, consistent with a treatment-induced epitope spreading mechanism. Notably, combination vaccines including anti-PD-L1 + CKM yielded superior therapeutic effects on tumor growth and animal survival, in association with the potentiation of polyfunctional CD8+ T cell reactivity against both tumor cells and tumor-associated vascular cells and a pro-inflammatory TME.
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Affiliation(s)
- Jennifer L. Taylor
- Departments of Dermatology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA; (J.L.T.); (C.E.C.)
| | - Kathleen M. Kokolus
- Departments of Immunology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14203, USA; (K.M.K.); (P.H.B.); (P.K.)
| | - Per H. Basse
- Departments of Immunology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14203, USA; (K.M.K.); (P.H.B.); (P.K.)
| | - Jessica N. Filderman
- Departments of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA;
| | - Chloe E. Cosgrove
- Departments of Dermatology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA; (J.L.T.); (C.E.C.)
| | - Simon C. Watkins
- Departments of Cell Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA;
| | - Andrea Gambotto
- Departments of Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA;
| | - Devin B. Lowe
- Department of Immunotherapeutics and Biotechnology, Jerry H. Hodge School of Pharmacy, Texas Tech University Health Sciences Center, Abilene, TX 79601, USA;
| | - Robert P. Edwards
- Departments of Obstetrics, Gynecology and Reproductive Sciences, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA;
- UPMC Hillman Cancer Center, Pittsburgh, PA 15213, USA
| | - Pawel Kalinski
- Departments of Immunology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14203, USA; (K.M.K.); (P.H.B.); (P.K.)
- Departments of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA;
- Departments of Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA;
- UPMC Hillman Cancer Center, Pittsburgh, PA 15213, USA
| | - Walter J. Storkus
- Departments of Dermatology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA; (J.L.T.); (C.E.C.)
- Departments of Immunology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14203, USA; (K.M.K.); (P.H.B.); (P.K.)
- UPMC Hillman Cancer Center, Pittsburgh, PA 15213, USA
- Departments of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
- Departments of Bioengineering, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
- W1151 Thomas E. Starzl Biomedical Sciences Tower, 200 Lothrop Street, Pittsburgh, PA 15213, USA
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Mondello A, Dal Bo M, Toffoli G, Polano M. Machine learning in onco-pharmacogenomics: a path to precision medicine with many challenges. Front Pharmacol 2024; 14:1260276. [PMID: 38264526 PMCID: PMC10803549 DOI: 10.3389/fphar.2023.1260276] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 12/26/2023] [Indexed: 01/25/2024] Open
Abstract
Over the past two decades, Next-Generation Sequencing (NGS) has revolutionized the approach to cancer research. Applications of NGS include the identification of tumor specific alterations that can influence tumor pathobiology and also impact diagnosis, prognosis and therapeutic options. Pharmacogenomics (PGx) studies the role of inheritance of individual genetic patterns in drug response and has taken advantage of NGS technology as it provides access to high-throughput data that can, however, be difficult to manage. Machine learning (ML) has recently been used in the life sciences to discover hidden patterns from complex NGS data and to solve various PGx problems. In this review, we provide a comprehensive overview of the NGS approaches that can be employed and the different PGx studies implicating the use of NGS data. We also provide an excursus of the ML algorithms that can exert a role as fundamental strategies in the PGx field to improve personalized medicine in cancer.
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Affiliation(s)
| | | | | | - Maurizio Polano
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO), Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Aviano, Italy
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Ahmed J, Das B, Shin S, Chen A. Challenges and Future Directions in the Management of Tumor Mutational Burden-High (TMB-H) Advanced Solid Malignancies. Cancers (Basel) 2023; 15:5841. [PMID: 38136385 PMCID: PMC10741991 DOI: 10.3390/cancers15245841] [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: 11/06/2023] [Revised: 11/28/2023] [Accepted: 12/11/2023] [Indexed: 12/24/2023] Open
Abstract
A standardized assessment of Tumor Mutational Burden (TMB) poses challenges across diverse tumor histologies, treatment modalities, and testing platforms, requiring careful consideration to ensure consistency and reproducibility. Despite clinical trials demonstrating favorable responses to immune checkpoint inhibitors (ICIs), not all patients with elevated TMB exhibit benefits, and certain tumors with a normal TMB may respond to ICIs. Therefore, a comprehensive understanding of the intricate interplay between TMB and the tumor microenvironment, as well as genomic features, is crucial to refine its predictive value. Bioinformatics advancements hold potential to improve the precision and cost-effectiveness of TMB assessments, addressing existing challenges. Similarly, integrating TMB with other biomarkers and employing comprehensive, multiomics approaches could further enhance its predictive value. Ongoing collaborative endeavors in research, standardization, and clinical validation are pivotal in harnessing the full potential of TMB as a biomarker in the clinic settings.
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Affiliation(s)
- Jibran Ahmed
- Developmental Therapeutics Clinic (DTC), National Cancer Institute (NCI), National Institute of Health (NIH), Bethesda, MD 20892, USA
| | - Biswajit Das
- Molecular Characterization Laboratory, Frederick National Laboratory for Cancer Research, Frederick, MD 21702, USA
| | - Sarah Shin
- Developmental Therapeutics Clinic (DTC), National Cancer Institute (NCI), National Institute of Health (NIH), Bethesda, MD 20892, USA
| | - Alice Chen
- Developmental Therapeutics Clinic (DTC), National Cancer Institute (NCI), National Institute of Health (NIH), Bethesda, MD 20892, USA
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