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Xu X, Lin J, Wang J, Wang Y, Zhu Y, Wang J, Guo J. SPP1 expression indicates outcome of immunotherapy plus tyrosine kinase inhibition in advanced renal cell carcinoma. Hum Vaccin Immunother 2024; 20:2350101. [PMID: 38738709 PMCID: PMC11093034 DOI: 10.1080/21645515.2024.2350101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Accepted: 04/28/2024] [Indexed: 05/14/2024] Open
Abstract
Clinical guidelines have recently advised combination therapy involving immunotherapy (IO) and tyrosine kinase inhibitors (TKI) as the first-line therapy approach for advanced renal cell carcinoma (RCC). Nevertheless, there is currently no available biomarker that can effectively distinguish the progression-free survival (PFS). RNA-sequencing and immunohistochemistry were conducted on our cohort of metastatic RCC patients, namely ZS-MRCC, who received combination therapy consisting of IO and TKI. We further applied RNA-sequencing, immunohistochemistry, and flow cytometry to examine the immune cell infiltration and functionality inside the tumor microenvironment of high-risk localized RCC samples. SPP1 expression was significantly higher in non-responders to IO-TKI therapy. Elevated levels of SPP1 were associated with poor PFS in both the ZS-MRCC cohort (HR = 2.73, p = .018) and validated in the JAVELIN Renal 101 cohort (HR = 1.61, p = .004). By multivariate Cox analysis, SPP1 was identified as a significant independent prognosticator. Furthermore, there existed a negative correlation between elevated levels of SPP1 and the presence of GZMB+CD8+ T cells (Spearman's ρ= -0.48, p < .001). Conversely, SPP1 expression is associated with T cell exhaustion markers. A significant increase in the abundance of Tregs was observed in tumors with high levels of SPP1. Additionally, a machine-learning-based model was constructed to predict the benefit of IO-TKI treatment. High SPP1 is associated with therapeutic resistance and unfavorable PFS in IO-TKI therapy. SPP1 expression have also been observed to be indicative of malfunction and exhaustion in T cells. Increased SPP1 expression has the potential to serve as a potential biomarker for treatment selection of metastatic RCC.
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Affiliation(s)
- Xianglai Xu
- Department of Urology, Zhongshan Hospital, Fudan University, Shanghai, China
- Department of Urology, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, China
- Xiamen Clinical Research Center for Cancer Therapy, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, China
| | - Jinglai Lin
- Department of Urology, Zhongshan Hospital, Fudan University, Shanghai, China
- Department of Urology, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, China
- Xiamen Clinical Research Center for Cancer Therapy, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, China
| | - Jiahao Wang
- Department of Urology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Ying Wang
- Department of Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yanjun Zhu
- Department of Urology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jiajun Wang
- Department of Urology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jianming Guo
- Department of Urology, Zhongshan Hospital, Fudan University, Shanghai, China
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2
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Rebuzzi SE, Fornarini G, Signori A, Rescigno P, Banna GL, Buti S. Banana-shaped survival curves of metastatic renal cell carcinoma treated with first-line immune-combinations, not just a matter of "palateau". Hum Vaccin Immunother 2024; 20:2351669. [PMID: 38757563 PMCID: PMC11110690 DOI: 10.1080/21645515.2024.2351669] [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: 01/07/2024] [Accepted: 05/02/2024] [Indexed: 05/18/2024] Open
Abstract
The first-line therapy of metastatic renal cell carcinoma (mRCC) has revolutionized with the approval of immune checkpoint inhibitors (ICIs) in combination with or without tyrosine kinase inhibitors (TKIs). The choice among the many different immuno-combinations (ICI-ICI or ICI-TKI) is challenging due to the lack of predictive factors. The different shapes of the Kaplan-Meier survival curves (e.g. "banana-shaped curves") have raised many questions on the long-term survival benefit. Here, we analyzed the factors that could have impacted the different long-term survival, including the prognostic factors distribution (IMDC score), histological factors (sarcomatoid features, PD-L1 expression), and treatment characteristics (mechanism of action, duration, discontinuation rate). This overview highlights the factors that should be considered in the first-line setting for the patients' therapeutic choice and prognostic assessment. They are also fundamental parameters to examined for head-to-head studies and real-life, large-scale studies.
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Affiliation(s)
- Sara Elena Rebuzzi
- Medical Oncology Unit, Ospedale San Paolo, Savona, Italy
- Department of Internal Medicine and Medical Specialties (Di.M.I.), University of Genova, Genova, Italy
| | - Giuseppe Fornarini
- Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Alessio Signori
- Department of Health Sciences (DISSAL), Section of Biostatistics, University of Genova, Genova, Italy
| | - Pasquale Rescigno
- Translationsal and Clinical Research Institute, Centre for Cancer, Newcastle University, Newcastle Upon Tyne, UK
- Interdisciplinary Group for Translational Research and Clinical Trials, Urological Cancers (GIRT-Uro), Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy
| | - Giuseppe Luigi Banna
- Department of Oncology, Portsmouth Hospitals University NHS Trust, Portsmouth, UK
- Faculty of Science and Health, School of Pharmacy and Biomedical Sciences, University of Portsmouth, Portsmouth, UK
| | - Sebastiano Buti
- Medical Oncology Unit, University Hospital of Parma, Parma, Italy
- Department of Medicine and Surgery, University of Parma, Parma, Italy
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3
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Ciccarese C, Büttner T, Cerbone L, Zampiva I, Monteiro FSM, Basso U, Pichler M, Vitale MG, Fiala O, Roviello G, Kopp RM, Carrozza F, Pichler R, Grillone F, Calabuig EP, Zeppellini A, Küronya Z, Galli L, Facchini G, Sunela K, Mosca A, Molina-Cerrillo J, Spinelli GP, Ansari J, Scala A, Mollica V, Grande E, Buti S, Kanesvaran R, Zakopoulou R, Bamias A, Rizzo M, Massari F, Iacovelli R, Santoni M. Clinical features and response to immune combinations in patients with renal cell carcinoma and sarcomatoid de-differentiation (ARON-1 study). Int J Cancer 2024; 155:2036-2046. [PMID: 39243397 DOI: 10.1002/ijc.35141] [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: 01/10/2024] [Revised: 02/28/2024] [Accepted: 03/12/2024] [Indexed: 09/09/2024]
Abstract
Metastatic renal cell carcinoma (mRCC) carrying sarcomatoid features (sRCC) has aggressive biology and poor prognosis. First-line immunotherapy (IO)-based combinations have improved the outcome of clear cell RCC patients, including that of sRCC. Real-world data confirming the adequate first-line management of sRCC is largely lacking. We investigated the clinical features and the outcome of sRCC patients treated with IO-based combinations within the ARON-1 study population (NCT05287464). The primary objective was to define the incidence and baseline clinical characteristics of sRCC compared with non-sRCC patients. The secondary objective was to describe the outcome of sRCC patients based on type of first-line treatment (IO + IO vs. IO + tyrosin kinase inhibitor [TKI]). We identified 1362 mRCC patients with IMDC intermediate or poor risk, 226 sRCC and 1136 non-sRCC. These two subgroups did not differ in terms of baseline characteristics. The median overall survival (OS) was 26.8 months (95%CI 21.6-44.2) in sRCC and 35.3 months (95%CI 30.2-40.4) in non-sRCC patients (p = .013). The median progression-free survival (PFS) was longer in non-sRCC patients compared to sRCC (14.5 vs. 12.3 months, p = .064). In patients treated with first-line IO + TKI the median OS was 34.4 months compared to 26.4 months of those who received IO + IO (p = .729). The median PFS was 12.4 months with IO + TKI and 12.3 months with IO + IO (p = .606). In conclusion, we confirm that sRCC are aggressive tumors with poor prognosis. IO-based combinations improve survival outcomes of sRCC patients, regardless from the type of strategy (IO + IO versus IO + TKI) adopted.
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Affiliation(s)
- Chiara Ciccarese
- Medical Oncology Unit, Fondazione Policlinico A. Gemelli IRCCS, Rome, Italy
| | - Thomas Büttner
- Department of Urology, University Hospital Bonn (UKB), Bonn, Germany
| | - Linda Cerbone
- Department of Medical Oncology, San Camillo Forlanini Hospital, Rome, Italy
| | - Ilaria Zampiva
- Section of Innovation Biomedicine-Oncology Area, Department of Engineering for Innovation Medicine (DIMI), University of Verona and University and Hospital Trust (AOUI) of Verona, Verona, Italy
| | | | - Umberto Basso
- Oncology 3 Unit, Department of Oncology, Istituto Oncologico Veneto IOV IRCCS, Padova, Italy
| | - Martin Pichler
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Maria Giuseppa Vitale
- Division of Oncology, Department of Oncology and Hematology, University Hospital of Modena, Modena, Italy
| | - Ondrej Fiala
- Department of Oncology and Radiotherapeutics, Faculty of Medicine and University Hospital in Pilsen and Biomedical Center, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic
| | - Giandomenico Roviello
- Department of Health Sciences, Section of Clinical Pharmacology and Oncology, University of Florence, Florence, Italy
| | - Ray Manneh Kopp
- Clinical Oncology, Sociedad de oncología y hematología del Cesar, Valledupar, Colombia
| | - Francesco Carrozza
- Department of Medical Oncology, AUSL della Romagna, Ospedale Civile degli Infermi, Faenza, Italy
| | - Renate Pichler
- Department of Urology, Medical University of Innsbruck, Innsbruck, Austria
| | - Francesco Grillone
- Oncologia, Oncologia PO Pugliese Ciaccio Azienda Ospedaliera Universitaria Renato Dulbecco, Catanzaro, Italy
| | - Esther Pérez Calabuig
- Medical Oncology Department, CHU Insular-Materno Infantil, Las Palmas de Gran Canaria, Spain
| | - Annalisa Zeppellini
- Medical Oncology, Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Zsófia Küronya
- Department of Genitourinary Medical Oncology and Clinical Pharmacology, National Institute of Oncology, Budapest, Hungary
| | - Luca Galli
- Oncology Unit 2, University Hospital of Pisa, Pisa, Italy
| | - Gaetano Facchini
- Oncology Operative Unit, "Santa Maria delle Grazie" Hospital, Pozzuoli, Italy
| | - Kaisa Sunela
- Department of Oncology, Tampere University Hospital, Tampere Cancer Center, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Alessandra Mosca
- Oncology Department, Candiolo Cancer Institute, IRCCS-FPO, Torino, Italy
| | | | | | | | - Alessandro Scala
- Medical Oncology Unit, Fondazione Policlinico A. Gemelli IRCCS, Rome, Italy
| | - Veronica Mollica
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Enrique Grande
- Department of Medical Oncology, MD Anderson Cancer Center Madrid, Madrid, Spain
| | - Sebastiano Buti
- Medical Oncology Unit, Department of Medicine and Surgery, University of Parma, Parma, Italy
| | | | - Roubini Zakopoulou
- 2nd Propaedeutic Department of Internal Medicine, School of Medicine, ATTIKON University Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Aristotelis Bamias
- 2nd Propaedeutic Department of Internal Medicine, School of Medicine, ATTIKON University Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Mimma Rizzo
- Division of Medical Oncology, A.O.U. Consorziale Policlinico Di Bari, Bari, Italy
| | - Francesco Massari
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
| | - Roberto Iacovelli
- Medical Oncology Unit, Fondazione Policlinico A. Gemelli IRCCS, Rome, Italy
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Che X, Tian X, Wang Z, Zhu S, Ye S, Wang Y, Chen Y, Huang Y, Anwaier A, Yao P, Chen Y, Wu K, Liu Y, Xu W, Zhang H, Ye D. Systematic multiomics analysis and in vitro experiments suggest that ITGA5 could serve as a promising therapeutic target for ccRCC. Cancer Cell Int 2024; 24:363. [PMID: 39501306 PMCID: PMC11539770 DOI: 10.1186/s12935-024-03546-4] [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: 04/24/2024] [Accepted: 10/24/2024] [Indexed: 11/08/2024] Open
Abstract
BACKGROUND Integrin alpha 5 (ITGA5) was previously confirmed to be related to prognosis in several cancer types; however, its function in clear cell renal cell carcinoma (ccRCC) and how this molecule regulates tumor progression and the tumor microenvironment (TME) remain to be elucidated. METHODS We investigated the prognostic implications of ITGA5 with a machine learning model and evaluated biological behaviors of different levels of ITGA5 expression in vitro. Bioinformatic analysis was performed to explain the comprehensive effect of ITGA5 on the TME and drug sensitivity. RESULTS We constructed a machine learning model to elaborate the prognostic implication of ITGA5. As tumorigenesis of ccRCC was tightly relevant with several mutant genes, we investigated the correlation between ITGA5 expression and frequent mutations and found ITGA5 upregulation in VHL mutant ccRCC (P = 0.016). Through overexpressing, silencing, and blocking ITGA5, we verified the role of ITGA5 in promoting ccRCC adverse biological activities; and the potential functions of ITGA5 in ccRCC were bioinformatically demonstrated, summarizing as cell proliferation, migration, and angiogenesis. The localization of ITGA5 primarily in endothelia and macrophages further verified its magnitude in angiogenesis and aroused our excavation in ITGA5 regulation of immune infiltration landscape. Generally, ITGA5-high ccRCC presented an immunosuppressive TME by inducing a lower level of CD8 + T cell infiltration. For the last part we predicted drug sensitivity relevant to ITGA5 and concluded that a joint medication of ITGA5 inhibitors and VEGFR-target drugs (including sunitinib, axitinib, pazopanib, and motesanib) might be a promising therapeutic strategy. CONCLUSION Our findings clarified the adverse outcome induced by high expression of ITGA5 in ccRCC patients. In vitro experiments and bioinformatical analysis identified ITGA5 function as predominantly cell proliferation, migration, angiogenesis, and macrophage recruitment. Further, we predicted immune infiltration and medication sensitivity regulation by ITGA5 and proposed a joint use of ITGA5 inhibitors and anti-angiogenetic drugs as a potential potent therapeutic strategy.
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Grants
- 22401 FDUROP (Fudan Undergraduate Research Opportunities Program)
- 22401 FDUROP (Fudan Undergraduate Research Opportunities Program)
- 22401 FDUROP (Fudan Undergraduate Research Opportunities Program)
- 22401 FDUROP (Fudan Undergraduate Research Opportunities Program)
- 22401 FDUROP (Fudan Undergraduate Research Opportunities Program)
- 22401 FDUROP (Fudan Undergraduate Research Opportunities Program)
- S202310246246 Shanghai Undergraduate Training Program on Innovation and Entrepreneurship (SUTPLE) grant
- S202310246246 Shanghai Undergraduate Training Program on Innovation and Entrepreneurship (SUTPLE) grant
- S202310246246 Shanghai Undergraduate Training Program on Innovation and Entrepreneurship (SUTPLE) grant
- S202310246246 Shanghai Undergraduate Training Program on Innovation and Entrepreneurship (SUTPLE) grant
- S202310246246 Shanghai Undergraduate Training Program on Innovation and Entrepreneurship (SUTPLE) grant
- S202310246246 Shanghai Undergraduate Training Program on Innovation and Entrepreneurship (SUTPLE) grant
- SACA-CY21A06,SACA-CY21B01,SACA-CY23A02,SACA-CY23C04 Shanghai Anti-Cancer Association
- SACA-CY21A06,SACA-CY21B01,SACA-CY23A02,SACA-CY23C04 Shanghai Anti-Cancer Association
- SACA-CY21A06,SACA-CY21B01,SACA-CY23A02,SACA-CY23C04 Shanghai Anti-Cancer Association
- SACA-CY21A06,SACA-CY21B01,SACA-CY23A02,SACA-CY23C04 Shanghai Anti-Cancer Association
- SACA-CY21A06,SACA-CY21B01,SACA-CY23A02,SACA-CY23C04 Shanghai Anti-Cancer Association
- SACA-CY21A06,SACA-CY21B01,SACA-CY23A02,SACA-CY23C04 Shanghai Anti-Cancer Association
- SACA-CY21A06,SACA-CY21B01,SACA-CY23A02,SACA-CY23C04 Shanghai Anti-Cancer Association
- SACA-CY21A06,SACA-CY21B01,SACA-CY23A02,SACA-CY23C04 Shanghai Anti-Cancer Association
- SACA-CY21A06,SACA-CY21B01,SACA-CY23A02,SACA-CY23C04 Shanghai Anti-Cancer Association
- SACA-CY21A06,SACA-CY21B01,SACA-CY23A02,SACA-CY23C04 Shanghai Anti-Cancer Association
- 2020CXJQ03 Shanghai Municipal Health Bureau
- 2020CXJQ03 Shanghai Municipal Health Bureau
- 2020CXJQ03 Shanghai Municipal Health Bureau
- 2020CXJQ03 Shanghai Municipal Health Bureau
- 2020CXJQ03 Shanghai Municipal Health Bureau
- 2020CXJQ03 Shanghai Municipal Health Bureau
- 2020CXJQ03 Shanghai Municipal Health Bureau
- 2020CXJQ03 Shanghai Municipal Health Bureau
- 2020CXJQ03 Shanghai Municipal Health Bureau
- 2020CXJQ03 Shanghai Municipal Health Bureau
- Y-HR2020MS-0948 Beijing Xisike Clinical Oncology Research Foundation
- Y-HR2020MS-0948 Beijing Xisike Clinical Oncology Research Foundation
- Y-HR2020MS-0948 Beijing Xisike Clinical Oncology Research Foundation
- Y-HR2020MS-0948 Beijing Xisike Clinical Oncology Research Foundation
- Y-HR2020MS-0948 Beijing Xisike Clinical Oncology Research Foundation
- Y-HR2020MS-0948 Beijing Xisike Clinical Oncology Research Foundation
- Y-HR2020MS-0948 Beijing Xisike Clinical Oncology Research Foundation
- Y-HR2020MS-0948 Beijing Xisike Clinical Oncology Research Foundation
- Y-HR2020MS-0948 Beijing Xisike Clinical Oncology Research Foundation
- Y-HR2020MS-0948 Beijing Xisike Clinical Oncology Research Foundation
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Affiliation(s)
- Xiangxian Che
- Department of Urology, Fudan University Shanghai Cancer Center, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Xi Tian
- Department of Urology, Fudan University Shanghai Cancer Center, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Zhenda Wang
- Department of Urology, Fudan University Shanghai Cancer Center, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Shuxuan Zhu
- Department of Urology, Fudan University Shanghai Cancer Center, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Shiqi Ye
- Department of Urology, Fudan University Shanghai Cancer Center, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Yue Wang
- Department of Urology, Fudan University Shanghai Cancer Center, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Yihan Chen
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Yiyun Huang
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Aihetaimujiang Anwaier
- Department of Urology, Fudan University Shanghai Cancer Center, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Peifeng Yao
- School of Informatics, Xiamen University, Xiamen, 361102, People's Republic of China
| | - Yijia Chen
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Keting Wu
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Yifei Liu
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Wenhao Xu
- Department of Urology, Fudan University Shanghai Cancer Center, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China.
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China.
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China.
| | - Hailiang Zhang
- Department of Urology, Fudan University Shanghai Cancer Center, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China.
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China.
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China.
| | - Dingwei Ye
- Department of Urology, Fudan University Shanghai Cancer Center, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China.
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China.
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China.
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5
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Chaoul N, Lauricella E, Giglio A, D'Angelo G, Ganini C, Cives M, Porta C. The future of cellular therapy for the treatment of renal cell carcinoma. Expert Opin Biol Ther 2024:1-15. [PMID: 39485013 DOI: 10.1080/14712598.2024.2418321] [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: 06/13/2024] [Revised: 08/26/2024] [Accepted: 10/15/2024] [Indexed: 11/03/2024]
Abstract
INTRODUCTION Systemic treatment options for renal cell carcinoma (RCC) have expanded considerably in recent years, and both tyrosine kinase inhibitors and immune checkpoint inhibitors, alone or in combination, have entered the clinical arena. Adoptive cell immunotherapies have recently revolutionized the treatment of cancer and hold the promise to further advance the treatment of RCC. AREAS COVERED In this review, we summarize the latest preclinical and clinical development in the field of adoptive cell immunotherapy for the treatment of RCC, focusing on lymphokine-activated killer (LAK) cells, cytokine-induced killer (CIK) cells, tumor-infiltrating T cells (TILs), TCR-engineered T cells, chimeric antigen receptor (CAR) T cells, and dendritic cell vaccination strategies. Perspectives on emerging cellular products including CAR NK cells, CAR macrophages, as well as γδ T cells are also included. EXPERT OPINION So far, areas of greater therapeutic success of adoptive cell therapies include the adjuvant administration of CIK cells and the transfer of anti-CD70 CAR T cells in patients with metastatic RCC. Bench to bedside and back research will be needed to overcome current limitations of adoptive cell therapies in RCC, primarily aiming at improving the safety of immune cell products, optimizing their antitumor activity and generating off-the-shelf products ready for clinical use.
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Affiliation(s)
- Nada Chaoul
- Interdisciplinary Department of Medicine, University of Bari "Aldo Moro", Bari, Italy
| | - Eleonora Lauricella
- Interdisciplinary Department of Medicine, University of Bari "Aldo Moro", Bari, Italy
| | - Andrea Giglio
- Interdisciplinary Department of Medicine, University of Bari "Aldo Moro", Bari, Italy
| | - Gabriella D'Angelo
- Interdisciplinary Department of Medicine, University of Bari "Aldo Moro", Bari, Italy
| | - Carlo Ganini
- Interdisciplinary Department of Medicine, University of Bari "Aldo Moro", Bari, Italy
- Division of Medical Oncology, A.O.U. Consorziale Policlinico di Bari, Bari, Italy
| | - Mauro Cives
- Interdisciplinary Department of Medicine, University of Bari "Aldo Moro", Bari, Italy
- Division of Medical Oncology, A.O.U. Consorziale Policlinico di Bari, Bari, Italy
| | - Camillo Porta
- Interdisciplinary Department of Medicine, University of Bari "Aldo Moro", Bari, Italy
- Division of Medical Oncology, A.O.U. Consorziale Policlinico di Bari, Bari, Italy
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6
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Zhu X, Al-danakh A, Jian Y, Safi M, Luo S, Chen Q, Wang S, Yang D. High RRM2 Correlates with Mitochondrial and Immune Responses in the Eosinophilic Subtype of Clear Cell Renal Cell Carcinoma. J Inflamm Res 2024; 17:8117-8133. [PMID: 39507262 PMCID: PMC11539861 DOI: 10.2147/jir.s478993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Accepted: 10/24/2024] [Indexed: 11/08/2024] Open
Abstract
Background Clear cell renal cell carcinoma (ccRCC), the predominant subtype of RCC, is distinguished by unique biological characteristics and heterogeneity, including eosinophilic and clear subtypes. Notwithstanding progress in therapy, immune checkpoint inhibitors (ICIs), and tyrosine kinase inhibitors (TKIs), the prognosis for individuals with metastatic ccRCC remains poor, presumably owing to metabolic alterations leading to mitochondrial dysfunction, which affects treatment response variability. Methods We analyzed histological and immunohistochemical data from a cohort at Dalian Medical University's First Affiliated Hospital alongside RNA-sequencing transcriptome data from the TCGA database. Histologically, eosinophilic and clear ccRCC subtypes were evaluated using Kaplan-Meier and Cox proportional hazards models for survival analysis and prognosis. Differential gene expression (DEG) analysis and Gene Set Enrichment Analysis were performed to explore transcriptomic differences and relevant pathways. Results The study discovered substantial histological and molecular differences between the eosinophilic and clear cell subtypes of ccRCC. The eosinophilic subtype linked with frequent high-grade tumors (69.05% eosinophil vs 35.35% clear) and a poorer prognosis (HR=2.659, 95% CI:1.437-4.919, P=0.002). DEG analysis revealed distinct expression patterns among subtypes and identified a risk score signature that remained significant even after adjusting for clinical variables (HR=3.967, 95% CI: 1.665-9.449, P=0.002), showing less favorable survival in the high-risk group (P < 0.0001). RRM2 emerged as the most prognostic gene from this risk score, particularly in the eosinophilic subtype, alongside other clinical variables. By IHC, RRM2 shows high IHC score in eosinophilic compared to clear subtype (P=0.019). In addition, highly expressed RRM2 correlates with poor outcomes and is linked to mitochondrial genes, immunological pathways, and ICIs treatment. Conclusion These findings show significant differences in prognosis between subtypes. RRM2 was the most prognostic gene from the discovered novel risk score signature associated with subtypes. Future research is essential to validate these insights and their therapeutic implications for ccRCC management.
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Affiliation(s)
- Xinqing Zhu
- Department of Urology, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, People’s Republic of China
| | - Abdullah Al-danakh
- Department of Urology, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, People’s Republic of China
| | - Yuli Jian
- Department of Biochemistry and Molecular Biology, Institute of Glycobiology, Dalian Medical University, Dalian, LiaoningPeople’s Republic of China
| | - Mohammed Safi
- Thoracic/Head and Neck Medical Oncology Department, MD Anderson Cancer Center, Houston, TX, USA
| | - Sijie Luo
- Department of Urology, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, People’s Republic of China
| | - Qiwei Chen
- Department of Urology, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, People’s Republic of China
| | - Shujing Wang
- Department of Biochemistry and Molecular Biology, Institute of Glycobiology, Dalian Medical University, Dalian, LiaoningPeople’s Republic of China
| | - Deyong Yang
- Department of Urology, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, People’s Republic of China
- Department of Surgery, Healinghands Clinic, Dalian, Liaoning, People’s Republic of China
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7
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Liu Z, Zang M, Li K, Qi W, Yuan H, Chen L, Zhang Y. The immunotherapy-based combination associated score as a robust predictor for outcome and response to combination of immunotherapy and VEGF inhibitors in renal cell carcinoma. Comput Biol Med 2024; 182:109210. [PMID: 39341105 DOI: 10.1016/j.compbiomed.2024.109210] [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: 04/06/2024] [Revised: 08/10/2024] [Accepted: 09/23/2024] [Indexed: 09/30/2024]
Abstract
BACKGROUND Over the past decade, the realm of immunotherapy-based combination therapy has witnessed rapid growth for renal cell carcinoma (RCC), however, success has been constrained thus far. This limitation primarily stems from the absence of biomarkers essential for identifying patients likely to derive benefits from such treatments. METHODS In this study, the immunotherapy-based combination associated score (IBCS) was established using single-sample gene set enrichment analysis (ssGSEA) based on the genes identified in the key modules extracted by weighted correlation network analysis (WGCNA) in the IMmotion151 dataset, a randomized, global phase III trial. RESULTS High IBCS patients showed better responses to immunotherapy-based combinations and had longer progression-free survival (PFS). Further transcriptomic analysis revealed that IBCS was negatively correlated to TIDE score, identifying a subset of RCC patients characterized by enrichment of T-effector and moderate cell-cycle/angiogenesis gene expression. Our analysis of hub genes unveiled a novel molecule that could potentially serve as a target antigen in RCC. Validation through multiplex immunofluorescence assays on tissue microarrays (TMAs) containing 180 samples confirmed the pivotal role of this hub gene in immunoregulation. Furthermore, we developed an independent risk score model, which is significant for prognostic evaluation and patient stratification. Notably, we devised a forecasting nomogram using this risk score model, surpassing the IMDC score (a widely accepted risk score for predicting survival in patients undergoing VEGF-targeted therapy) in prognostic accuracy for patients treated with immunotherapy-based combinations. CONCLUSION This study has collectively developed an immunotherapy-based combination associated score, pinpointed effective biomarkers for prognostic and responsiveness of kidney cancer patients to immunotherapy-based combinations, and delved into their potential biological mechanisms, offering promising targets for further exploration.
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Affiliation(s)
- Zhengfang Liu
- Department of Urology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China
| | - Maolin Zang
- Department of Urology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China
| | - Kaiyue Li
- Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China
| | - Wenqiang Qi
- Department of Urology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China
| | - Huiyang Yuan
- Department of Urology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China
| | - Lipeng Chen
- Department of Urology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China
| | - Yan Zhang
- Medical Integration and Practice Center, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, 250012, China; Shenzhen Research Institute, Shandong University, Shenzhen, Guangdong, 518057, China.
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8
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Huebner-Resch I, Schmidinger M. Guiding treatment decisions in renal cell carcinoma: the role of biomarkers and clinical factors. Curr Opin Urol 2024:00042307-990000000-00199. [PMID: 39434633 DOI: 10.1097/mou.0000000000001235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2024]
Abstract
PURPOSE OF REVIEW Immune checkpoint inhibitors (ICIs) have transformed the treatment landscape for metastatic renal cell carcinoma (mRCC), significantly improving overall survival and achieving durable responses. This review is timely due to the increasing number of ICI-based regimens now considered standard care for RCC. There is an urgent need to identify reliable biomarkers that can predict therapeutic responses and resistance, a key challenge in current research. RECENT FINDINGS While tumor-specific factors such as pathological characteristics, genomic mutations, and transcriptional profiles have been extensively studied, no definitive predictive biomarker has yet emerged. Additionally, advanced technologies are being explored to address tumor heterogeneity. Recent research has focused on novel areas such as the microbiome, radiomics, and spatial transcriptomics, which show promise as potential biomarkers. SUMMARY The translation of these emerging biomarker findings into clinical practice is essential to improving personalized treatment strategies for RCC. Until reliable biomarkers are clinically available, clinical factors may play a pivotal role in guiding individualized treatment decisions to optimize patient outcomes.
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Affiliation(s)
- Irene Huebner-Resch
- Department of Urology, Medical University of Vienna and Comprehensive Cancer Center, Vienna, Austria
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9
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Obayashi Y, Hirata S, Kono Y, Abe M, Miyahara K, Nakagawa M, Ishida M, Choda Y, Hamada K, Iwamuro M, Kawano S, Kawahara Y, Otsuka M. Clinical Significance of Prior Ramucirumab Use on the Effectiveness of Nivolumab as the Third-Line Regimen in Gastric Cancer: A Multicenter Retrospective Study. Drugs Real World Outcomes 2024:10.1007/s40801-024-00460-z. [PMID: 39425893 DOI: 10.1007/s40801-024-00460-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/29/2024] [Indexed: 10/21/2024] Open
Abstract
BACKGROUND AND OBJECTIVE Because vascular endothelial growth factor inhibition has been suggested to improve immune cell function in the cancer microenvironment, we examined whether using ramucirumab (RAM) before nivolumab usage is more effective in advanced gastric cancer. METHODS This was a multicenter retrospective observational study. We analyzed patients who received nivolumab monotherapy as the third-line regimen for unresectable advanced or recurrent gastric cancer between October 2017 and December 2022. They were divided into the RAM (RAM-treated) group and the non-RAM (non-treated) group according to the RAM usage in the second-line regimen. The primary outcome was to compare the overall survival after nivolumab administration in the third-line regimen between the RAM and non-RAM groups. RESULTS Fifty-two patients were included in the present study: 42 patients in the RAM group and ten patients in the non-RAM group. The median overall survival was significantly longer in the RAM group than in the non-RAM group (8.5 months vs 6.9 months, p < 0.05). In the RAM group, patients without peritoneal metastasis had significantly better median overall survival than those with peritoneal metastasis (23.8 months vs 7.7 months, p = 0.0033). Multivariate Cox-proportional hazards analyses showed that the presence of peritoneal metastasis (hazard ratio, 2.4; 95% confidence interval 1.0-5.7) alone was significantly associated with overall survival in the RAM group. CONCLUSIONS The use of RAM prior to nivolumab monotherapy may contribute to prolonged survival in patients with gastric cancer, especially those without peritoneal metastasis.
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Affiliation(s)
- Yuka Obayashi
- Department of Internal Medicine, Hiroshima City Hiroshima Citizens Hospital, Hiroshima, Japan
| | - Shoichiro Hirata
- Department of Gastroenterology and Hepatology, Faculty of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University, 2-5-1 Shikata-cho, Kita-ku, Okayama, 700-8558, Japan
| | - Yoshiyasu Kono
- Department of Gastroenterology and Hepatology, Faculty of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University, 2-5-1 Shikata-cho, Kita-ku, Okayama, 700-8558, Japan.
| | - Makoto Abe
- Department of Internal Medicine, Hiroshima City Hiroshima Citizens Hospital, Hiroshima, Japan
| | - Koji Miyahara
- Department of Internal Medicine, Hiroshima City Hiroshima Citizens Hospital, Hiroshima, Japan
| | - Masahiro Nakagawa
- Department of Endoscopy, Hiroshima City Hiroshima Citizens Hospital, Hiroshima, Japan
| | - Michihiro Ishida
- Department of Surgery, Hiroshima City Hiroshima Citizens Hospital, Hiroshima, Japan
| | - Yasuhiro Choda
- Department of Surgery, Hiroshima City Hiroshima Citizens Hospital, Hiroshima, Japan
| | - Kenta Hamada
- Department of Practical Gastrointestinal Endoscopy, Faculty of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University, Okayama, Japan
| | - Masaya Iwamuro
- Department of Gastroenterology, Okayama University Hospital, Okayama, Japan
| | - Seiji Kawano
- Department of Gastroenterology, Okayama University Hospital, Okayama, Japan
| | - Yoshiro Kawahara
- Department of Practical Gastrointestinal Endoscopy, Faculty of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University, Okayama, Japan
| | - Motoyuki Otsuka
- Department of Gastroenterology and Hepatology, Faculty of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University, 2-5-1 Shikata-cho, Kita-ku, Okayama, 700-8558, Japan
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10
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Macarulla T, Ren Z, Chon HJ, Park JO, Kim JW, Pressiani T, Li D, Zhukova L, Zhu AX, Chen MH, Hack SP, Wu S, Liu B, Guan X, Lu S, Wang Y, El-Khoueiry AB. Atezolizumab Plus Chemotherapy With or Without Bevacizumab in Advanced Biliary Tract Cancer: Clinical and Biomarker Data From the Randomized Phase II IMbrave151 Trial. J Clin Oncol 2024:JCO2400337. [PMID: 39423355 DOI: 10.1200/jco.24.00337] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Revised: 05/29/2024] [Accepted: 08/01/2024] [Indexed: 10/21/2024] Open
Abstract
PURPOSE Biliary tract cancers (BTCs) harbor an immunosuppressed tumor microenvironment and respond poorly to PD-1/PD-L1 inhibitors. Bevacizumab (anti-vascular endothelial growth factor) plus chemotherapy can promote anticancer immunity, augmenting response to PD-L1 inhibition. PATIENTS AND METHODS This randomized, double-blind, proof-of-concept phase II study enrolled patients (n = 162) with previously untreated advanced BTC (IMbrave151; ClinicalTrials.gov identifier: NCT04677504). Patients were randomly assigned 1:1 to receive cycles of atezolizumab (1,200 mg) plus bevacizumab (15 mg/kg) or atezolizumab plus placebo once every 3 weeks until disease progression or unacceptable toxicity. All patients received cisplatin (25 mg/m2) plus gemcitabine (1,000 mg/m2; cisplatin plus gemcitabine [CisGem]) on days 1 and 8 once every 3 weeks for up to eight cycles. Stratification of patients was by disease status, geographic region, and primary tumor location. The primary end point was progression-free survival (PFS). No formal hypothesis testing was performed. Exploratory correlative biomarker analysis was undertaken using transcriptome analysis (n = 95) and mutation profiling (n = 102) on baseline tumor samples. RESULTS Between February and September 2021, 162 patients were enrolled. Median PFS was 8.3 months in the bevacizumab arm and 7.9 months in the placebo arm (stratified hazard ratio [HR], 0.67 [95% CI, 0.46 to 0.95]). Median overall survival (OS) was 14.9 and 14.6 months in the bevacizumab and placebo arms, respectively (stratified HR, 0.97 [95% CI, 0.64 to 1.47]). The incidence of grade 3 or 4 adverse events was 74% in both arms. High VEGFA gene expression was associated with improved PFS (HR, 0.44 [95% CI, 0.23 to 0.83]) in the bevacizumab arm versus placebo. CONCLUSION In unselected patients with advanced BTC, adding bevacizumab to atezolizumab plus CisGem modestly improves PFS but not OS. High VEGFA gene expression may represent a predictive biomarker of benefit from atezolizumab/bevacizumab, warranting further investigation.
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Affiliation(s)
- Teresa Macarulla
- Vall d'Hebron University Hospital, Vall d'Hebrón Institute of Oncology (VHIO), Barcelona, Spain
| | - Zhenggang Ren
- Department of Hepatic Oncology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Hong Jae Chon
- CHA Bundang Medical Center, Seongnam-Si, South Korea
| | - Joon Oh Park
- Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
| | - Jin Won Kim
- Seoul National University Bundang Hospital, Seongnam, South Korea
| | - Tiziana Pressiani
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Daneng Li
- City of Hope National Comprehensive Cancer Center, Duarte, CA
| | - Lyudmila Zhukova
- SBIH "Moscow Clinical Scientific and Practical Center Named After A.S. Loginov" DHM, Moscow, Russian Federation
| | - Andrew X Zhu
- Jiahui International Cancer Center, Jiahui Health, Shanghai, China
| | | | | | | | - Bo Liu
- Genentech Inc, South San Francisco, CA
| | | | - Shan Lu
- Genentech Inc, South San Francisco, CA
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Santagata S, Trotta AM, D’Alterio C, Napolitano M, Rea G, Di Napoli M, Portella L, Ieranò C, Guardascione G, Coppola E, Caux C, Dubois B, Boyle HJ, Carles J, Rossetti S, Azzaro R, Feroce F, Perdonà S, Fordellone M, Bello AM, Califano D, Chiodini P, Pignata S, Scala S. KIR2DL2/DL3+NKs and Helios+Tregs in Peripheral Blood Predict Nivolumab Response in Patients with Metastatic Renal Cell Cancer. Clin Cancer Res 2024; 30:4755-4767. [PMID: 39167621 PMCID: PMC11474171 DOI: 10.1158/1078-0432.ccr-24-0729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Revised: 05/31/2024] [Accepted: 08/16/2024] [Indexed: 08/23/2024]
Abstract
PURPOSE To identify predictive factors of nivolumab sensitivity, peripheral blood NKs and regulatory T-cell (Treg) were evaluated in patients with metastatic renal cell carcinoma (mRCC) enrolled in the REVOLUTION trial. EXPERIMENTAL DESIGN Fifty-seven mRCCs being treated with nivolumab, as at least second-line of therapy, and 62 healthy donors were longitudinally evaluated (0-1-3-6-12 months) for peripheral NKs and Tregs, phenotype, and function. Multivariable logistic regression was conducted to identify the independent predictors. The 0.632+ internal cross-validation was used to avoid overfitting. The best cutoff value based on a 3-month clinical response was applied to progression-free survival (PFS) and overall survival (OS). Kaplan-Meier curves for PFS and OS were produced. RESULTS At pretreatment, mRCCs displayed high frequency of NKp46+NKs, NKp30+NKs, KIR2DL1+NKs, KIR2DL2/DL3+NKs, and PD1+NKs with reduced NK degranulation as well as high frequency of Tregs, PD1+Tregs, Helios+Tregs, and ENTPD1+Tregs. Responder patients, identified as a clinical response after 3 months of treatment, presented at pretreatment significantly low CD3+, high KIR2DL2/DL3+NKs, high PD1+Tregs, and high Helios+Tregs. Upon multivariate analysis, only KIR2DL2/DL3NKs and Helios+Tregs held as independent predictors of nivolumab responsiveness. The KIR2DL2/DL3+NKs >35.3% identified patients with longer OS, whereas the Helios+Tregs >34.3% displayed significantly longer PFS. After 1-month of nivolumab, responder patients showed low CD3+, high NKs, KIR2DL2/DL3+NKs, and ICOS+Tregs. Among these subpopulations, CD3+ and KIR2DL2/DL3+NKs held as independent predictors of nivolumab efficacy. Low CD3+ (≤71%) was significantly associated with longer PFS, whereas high KIR2DL2/DL3+NKs (>23.3%) were associated with both PFS and OS. CONCLUSIONS Pretreatment evaluation of Helios+Tregs/KIR2DL2/DL3+NKs and 1-month posttreatment CD3+/ KIR2DL2/DL3+NKs will predict nivolumab response in mRCCs.
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Affiliation(s)
- Sara Santagata
- Microenvironment Molecular Targets, Istituto Nazionale Tumori - IRCCS - Fondazione G. Pascale, Naples, Italy.
| | - Anna Maria Trotta
- Microenvironment Molecular Targets, Istituto Nazionale Tumori - IRCCS - Fondazione G. Pascale, Naples, Italy.
| | - Crescenzo D’Alterio
- Microenvironment Molecular Targets, Istituto Nazionale Tumori - IRCCS - Fondazione G. Pascale, Naples, Italy.
| | - Maria Napolitano
- Microenvironment Molecular Targets, Istituto Nazionale Tumori - IRCCS - Fondazione G. Pascale, Naples, Italy.
| | - Giuseppina Rea
- Microenvironment Molecular Targets, Istituto Nazionale Tumori - IRCCS - Fondazione G. Pascale, Naples, Italy.
| | - Marilena Di Napoli
- Uro-Gynecological Oncology, Istituto Nazionale Tumori - IRCCS - Fondazione G. Pascale, Naples, Italy.
| | - Luigi Portella
- Microenvironment Molecular Targets, Istituto Nazionale Tumori - IRCCS - Fondazione G. Pascale, Naples, Italy.
| | - Caterina Ieranò
- Microenvironment Molecular Targets, Istituto Nazionale Tumori - IRCCS - Fondazione G. Pascale, Naples, Italy.
| | - Giuseppe Guardascione
- Microenvironment Molecular Targets, Istituto Nazionale Tumori - IRCCS - Fondazione G. Pascale, Naples, Italy.
| | - Elisabetta Coppola
- Uro-Gynecological Oncology, Istituto Nazionale Tumori - IRCCS - Fondazione G. Pascale, Naples, Italy.
| | - Christophe Caux
- Université Claude Bernard Lyon 1, INSERM U-1052, CNRS 5286, Cancer Research Center of Lyon, Lyon, France.
- Lyon Immunotherapy for Cancer Laboratory (LICL), Centre Léon Bérard, Lyon, France.
| | - Bertrand Dubois
- Université Claude Bernard Lyon 1, INSERM U-1052, CNRS 5286, Cancer Research Center of Lyon, Lyon, France.
- Lyon Immunotherapy for Cancer Laboratory (LICL), Centre Léon Bérard, Lyon, France.
| | - Helen J. Boyle
- Department of Medical Oncology, Centre Léon Bérard, Lyon, France.
| | - Joan Carles
- Oncology Department, Val d’Hebron University, Barcelona, Spain.
| | - Sabrina Rossetti
- Uro-Gynecological Oncology, Istituto Nazionale Tumori - IRCCS - Fondazione G. Pascale, Naples, Italy.
| | - Rosa Azzaro
- Transfusion Medicine Unit, Istituto Nazionale Tumori - IRCCS - Fondazione G. Pascale, Naples, Italy.
| | - Florinda Feroce
- Department of Pathology, Istituto Nazionale Tumori - IRCCS - Fondazione G. Pascale, Naples, Italy.
| | - Sisto Perdonà
- Department of Urology, Istituto Nazionale Tumori - IRCCS - Fondazione G. Pascale, Naples, Italy.
| | - Mario Fordellone
- Unità di Statistica Medica Dipartimento di Salute Mentale e Fisica e Medicina Preventiva, Università degli Studi della Campania Luigi Vanvitelli, Naples, Italy.
| | - Anna Maria Bello
- Microenvironment Molecular Targets, Istituto Nazionale Tumori - IRCCS - Fondazione G. Pascale, Naples, Italy.
| | - Daniela Califano
- Microenvironment Molecular Targets, Istituto Nazionale Tumori - IRCCS - Fondazione G. Pascale, Naples, Italy.
| | - Paolo Chiodini
- Unità di Statistica Medica Dipartimento di Salute Mentale e Fisica e Medicina Preventiva, Università degli Studi della Campania Luigi Vanvitelli, Naples, Italy.
| | - Sandro Pignata
- Uro-Gynecological Oncology, Istituto Nazionale Tumori - IRCCS - Fondazione G. Pascale, Naples, Italy.
| | - Stefania Scala
- Microenvironment Molecular Targets, Istituto Nazionale Tumori - IRCCS - Fondazione G. Pascale, Naples, Italy.
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Cho N, Kim SY, Lee SG, Park C, Choi S, Kim EM, Kim KK. Alternative splicing of PBRM1 mediates resistance to PD-1 blockade therapy in renal cancer. EMBO J 2024:10.1038/s44318-024-00262-7. [PMID: 39375538 DOI: 10.1038/s44318-024-00262-7] [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: 02/08/2024] [Revised: 09/04/2024] [Accepted: 09/20/2024] [Indexed: 10/09/2024] Open
Abstract
Alternative pre-mRNA splicing (AS) is a biological process that results in proteomic diversity. However, implications of AS alterations in cancer remain poorly understood. Herein, we performed a comprehensive AS analysis in cancer driver gene transcripts across fifteen cancer types and found global alterations in inclusion rates of the PBAF SWI/SNF chromatin remodeling complex subunit Polybromo 1 (PBRM1) exon 27 (E27) in most types of cancer tissues compared with those in normal tissues. Further analysis confirmed that PBRM1 E27 is excluded by the direct binding of RBFOX2 to intronic UGCAUG elements. In addition, the E27-included PBRM1 isoform upregulated PD-L1 expression via enhanced PBAF complex recruitment to the PD-L1 promoter. PBRM1 wild-type patients with clear cell renal cell carcinoma were resistant to PD-1 blockade therapy when they expressed low RBFOX2 mRNA levels. Overall, our study suggests targeting of RBFOX2-mediated AS of PBRM1 as a potential therapeutic strategy for immune checkpoint blockade.
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Affiliation(s)
- Namjoon Cho
- Department of Biochemistry, College of Natural Sciences, Chungnam National University, Daejeon, 34134, Republic of Korea
| | - Seung-Yeon Kim
- Department of Biochemistry, College of Natural Sciences, Chungnam National University, Daejeon, 34134, Republic of Korea
| | - Sung-Gwon Lee
- School of Biological Science and Technology, Chonnam National University, Gwangju, 61186, Republic of Korea
| | - Chungoo Park
- School of Biological Science and Technology, Chonnam National University, Gwangju, 61186, Republic of Korea
| | - Sunkyung Choi
- Department of Biological Sciences, College of Natural Sciences, Keimyung University, Daegu, 42601, Republic of Korea.
| | - Eun-Mi Kim
- Department of Bio & Environmental Technology, College of Science and Convergence Technology, Seoul Women's University, Seoul, 01797, Republic of Korea.
| | - Kee K Kim
- Department of Biochemistry, College of Natural Sciences, Chungnam National University, Daejeon, 34134, Republic of Korea.
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Yochum ZA, Braun DA. Rechallenging with anti-PD-1 therapy in advanced renal cell carcinoma. Lancet 2024; 404:1280-1282. [PMID: 39284326 DOI: 10.1016/s0140-6736(24)01866-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2024] [Accepted: 09/03/2024] [Indexed: 10/07/2024]
Affiliation(s)
- Zachary A Yochum
- Section of Medical Oncology, Department of Internal Medicine, Yale School of Medicine, New Haven, CT 06511, USA; Center of Molecular and Cellular Oncology, Yale Cancer Center, Yale School of Medicine, New Haven, CT 06511, USA
| | - David A Braun
- Section of Medical Oncology, Department of Internal Medicine, Yale School of Medicine, New Haven, CT 06511, USA; Department of Pathology, Yale School of Medicine, New Haven, CT 06511, USA; Department of Urology, Yale School of Medicine, New Haven, CT 06511, USA; Center of Molecular and Cellular Oncology, Yale Cancer Center, Yale School of Medicine, New Haven, CT 06511, USA.
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Guelfi S, Hodivala-Dilke K, Bergers G. Targeting the tumour vasculature: from vessel destruction to promotion. Nat Rev Cancer 2024; 24:655-675. [PMID: 39210063 DOI: 10.1038/s41568-024-00736-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/25/2024] [Indexed: 09/04/2024]
Abstract
As angiogenesis was recognized as a core hallmark of cancer growth and survival, several strategies have been implemented to target the tumour vasculature. Yet to date, attempts have rarely been so diverse, ranging from vessel growth inhibition and destruction to vessel normalization, reprogramming and vessel growth promotion. Some of these strategies, combined with standard of care, have translated into improved cancer therapies, but their successes are constrained to certain cancer types. This Review provides an overview of these vascular targeting approaches and puts them into context based on our subsequent improved understanding of the tumour vasculature as an integral part of the tumour microenvironment with which it is functionally interlinked. This new knowledge has already led to dual targeting of the vascular and immune cell compartments and sets the scene for future investigations of possible alternative approaches that consider the vascular link with other tumour microenvironment components for improved cancer therapy.
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Affiliation(s)
- Sophie Guelfi
- Department of Oncology, VIB-KU Leuven Center for Cancer Biology and KU Leuven, Leuven, Belgium
| | - Kairbaan Hodivala-Dilke
- Barts Cancer Institute, Queen Mary University of London, John Vane Science Centre, London, UK.
| | - Gabriele Bergers
- Department of Oncology, VIB-KU Leuven Center for Cancer Biology and KU Leuven, Leuven, Belgium.
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15
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Eismann L, Xie AX, Tang C, Knezevic A, Ostrovnaya I, Kuo F, Ari Hakimi A, Reznik E, Kotecha RR. Sample Site Impacts RNA Biomarkers for Renal Cell Carcinoma. Eur Urol 2024:S0302-2838(24)02595-8. [PMID: 39358058 DOI: 10.1016/j.eururo.2024.09.004] [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: 04/24/2024] [Revised: 08/01/2024] [Accepted: 09/04/2024] [Indexed: 10/04/2024]
Abstract
Immunotherapy (ICIs) remains a mainstay for treatment of advanced clear-cell renal cell carcinoma (ccRCC). Biomarker analyses have demonstrated that gene expression profiles are associated with regimen-specific outcomes. These transcriptomic analyses used mixed sample cohorts (primary and metastatic tumor specimens) and it is unknown whether the clinical relevance of transcriptomic signatures is impacted by tissue site. We evaluated data for 1132 patients with metastatic ccRCC treated with ICI in prior studies (IMmotion151 and CheckMate-009, -010, and -025). We identified significant and reproducible differences in gene expression by tissue site. We tested the association between previously described molecular tissue clusters (MTCs) by tissue site (MTC1-primary and MTC1-metastasis) and progression-free survival (PFS) and objective response to systemic therapy. In IMmotion151, MTC2-metastasis was significantly associated with better PFS on sunitinib (hazard ratio [HR] 3.39, 95% confidence interval [CI] 1.32-8.69; p = 0.01) in comparison to MTC2-primary (HR 0.95, 95% CI 0.65-1.38; p = 0.80; pinteraction = 0.02). Evaluation of known RNA signatures in the CheckMate trials revealed that JAVELIN-metastasis was associated with better PFS on ICI (HR 0.77, 95% CI 0.62-0.97; p = 0.03) in comparison to JAVELIN-primary (HR 1.04, 95% CI 0.91-1.19; p = 0.56; pinteraction = 0.02). These results indicate that tissue site may be a relevant confounder in biomarker analyses.
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Affiliation(s)
- Lennert Eismann
- Department of Surgery, Urology Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Urology, University Hospital Munich, LMU, Munich, Germany
| | - Amy X Xie
- Computational Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Cerise Tang
- Computational Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Andrea Knezevic
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, USA
| | - Irina Ostrovnaya
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, USA
| | - Fengshen Kuo
- Department of Surgery, Urology Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - A Ari Hakimi
- Department of Surgery, Urology Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ed Reznik
- Computational Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
| | - Ritesh R Kotecha
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, USA.
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Cui C, Ott PA, Wu CJ. Advances in Vaccines for Melanoma. Hematol Oncol Clin North Am 2024; 38:1045-1060. [PMID: 39079791 PMCID: PMC11524149 DOI: 10.1016/j.hoc.2024.05.009] [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] [Indexed: 09/03/2024]
Abstract
Personalized neoantigen vaccines have achieved major advancements in recent years, with studies in melanoma leading progress in the field. Early clinical trials have demonstrated their feasibility, safety, immunogenicity, and potential efficacy. Advances in sequencing technologies and neoantigen prediction algorithms have substantively improved the identification and prioritization of neoantigens. Innovative delivery platforms now support the rapid and flexible production of vaccines. Several ongoing efforts in the field are aimed at improving the integration of large datasets, refining the training of prediction models, and ensuring the functional validation of vaccine immunogenicity.
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Affiliation(s)
- Can Cui
- Department of Medicine, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Patrick A Ott
- Harvard Medical School, Boston, MA, USA; Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Catherine J Wu
- Harvard Medical School, Boston, MA, USA; Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA.
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17
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Usset J, Rosendahl Huber A, Andrianova MA, Batlle E, Carles J, Cuppen E, Elez E, Felip E, Gómez-Rey M, Lo Giacco D, Martinez-Jimenez F, Muñoz-Couselo E, Siu LL, Tabernero J, Vivancos A, Muiños F, Gonzalez-Perez A, Lopez-Bigas N. Five latent factors underlie response to immunotherapy. Nat Genet 2024; 56:2112-2120. [PMID: 39266764 PMCID: PMC11525176 DOI: 10.1038/s41588-024-01899-0] [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: 05/03/2024] [Accepted: 08/07/2024] [Indexed: 09/14/2024]
Abstract
Only a subset of patients treated with immune checkpoint inhibitors (CPIs) respond to the treatment, and distinguishing responders from non-responders is a major challenge. Many proposed biomarkers of CPI response and survival probably represent alternative measurements of the same aspects of the tumor, its microenvironment or the host. Thus, we currently ignore how many truly independent biomarkers there are. With an unbiased analysis of genomics, transcriptomics and clinical data of a cohort of patients with metastatic tumors (n = 479), we discovered five orthogonal latent factors: tumor mutation burden, T cell effective infiltration, transforming growth factor-beta activity in the microenvironment, prior treatment and tumor proliferative potential. Their association with CPI response and survival was observed across all tumor types and validated across six independent cohorts (n = 1,491). These five latent factors constitute a frame of reference to organize current and future knowledge on biomarkers of CPI response and survival.
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Affiliation(s)
- Joseph Usset
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
- Hartwig Medical Foundation, Amsterdam, Netherlands
| | - Axel Rosendahl Huber
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
- Centro de Investigación Biomédica en Red en Cáncer (CIBERONC), Instituto de Salud Carlos III, Madrid, Spain
| | - Maria A Andrianova
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Eduard Batlle
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
- Centro de Investigación Biomédica en Red en Cáncer (CIBERONC), Instituto de Salud Carlos III, Madrid, Spain
| | - Joan Carles
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
- Medical Oncology Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Edwin Cuppen
- Hartwig Medical Foundation, Amsterdam, Netherlands
- Center for Molecular Medicine, University Medical Center Utrecht, Utrecht, Netherlands
| | - Elena Elez
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
- Medical Oncology Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Enriqueta Felip
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
- Medical Oncology Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Marina Gómez-Rey
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Deborah Lo Giacco
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Francisco Martinez-Jimenez
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
- Hartwig Medical Foundation, Amsterdam, Netherlands
| | - Eva Muñoz-Couselo
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
- Medical Oncology Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Lillian L Siu
- Division of Medical Oncology & Haematology, Princess Margaret Cancer Centre, University of Health Network, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Josep Tabernero
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
- Centro de Investigación Biomédica en Red en Cáncer (CIBERONC), Instituto de Salud Carlos III, Madrid, Spain
- Medical Oncology Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Ana Vivancos
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Ferran Muiños
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
- Centro de Investigación Biomédica en Red en Cáncer (CIBERONC), Instituto de Salud Carlos III, Madrid, Spain
| | - Abel Gonzalez-Perez
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain.
- Centro de Investigación Biomédica en Red en Cáncer (CIBERONC), Instituto de Salud Carlos III, Madrid, Spain.
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain.
| | - Nuria Lopez-Bigas
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain.
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain.
- Centro de Investigación Biomédica en Red en Cáncer (CIBERONC), Instituto de Salud Carlos III, Madrid, Spain.
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain.
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18
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Xu X, Wang J, Wang Y, Zhu Y, Wang J, Guo J. PSMD2 overexpression as a biomarker for resistance and prognosis in renal cell carcinoma treated with immune checkpoint and tyrosine kinase inhibitors. Cell Oncol (Dordr) 2024; 47:1943-1956. [PMID: 39222176 DOI: 10.1007/s13402-024-00977-z] [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] [Accepted: 07/23/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND Integrated immune checkpoint inhibitors (ICIs) plus tyrosine kinase inhibitors (TKIs) are now the recommended first-line therapy to manage renal cell carcinoma (mRCC). Proteasome 26S subunit non-ATPase 2 (PSMD2) overexpression in tumors has been correlated with tumor progression. Currently, mRCC lacks an established biomarker for the combination of ICI+TKI. METHODS This study involved RNA sequencing of RCC patients from two cohorts treated with ICI+TKI (ZS-MRCC and JAVELIN-Renal-101). We utilized immunohistochemistry alongside flow cytometry, aiming at assessing immune cell infiltration and functionality in high-risk localized RCC samples. Response and progression-free survival (PFS) were evaluated relying upon RECIST criteria. RESULTS PSMD2 was significantly overexpressed in advanced RCC and among non-responders to ICI+TKI therapy. Overexpressed PSMD2 was correlated with poor PFS in the ZS-MRCC and JAVELIN-101 cohorts. Multivariate Cox analysis validated PSMD2 as an independent PFS predictor. PSMD2 overexpression was related to a reduction in CD8+ T cells, especially GZMB+ CD8+ T cells, besides an increase in PD1+ CD4+ T cells. Additionally, tumors with high PSMD2 levels showed enhanced T cell exhaustion levels and a higher regulatory T cell presence. A Machine Learning (ML) model based on PSMD2 expression and other screened factors was subsequently developed to predict the effectiveness of ICI+TKI. CONCLUSIONS Elevated PSMD2 expression is linked to resistance and decreased PFS in mRCC patients undergoing ICI+TKI therapy. High PSMD2 levels are also associated with impaired function and increased exhaustion of tumor-infiltrating lymphocytes. An ML model incorporating PSMD2 expression could potentially identify patients who may have a higher likelihood of benefiting from ICI+TKI.
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Affiliation(s)
- Xianglai Xu
- Department of Urology, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Shanghai, 200032, China.
- Department of Urology, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, 361015, China.
| | - Jiahao Wang
- Department of Urology, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Shanghai, 200032, China
| | - Ying Wang
- Department of Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Yanjun Zhu
- Department of Urology, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Shanghai, 200032, China
| | - Jiajun Wang
- Department of Urology, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Shanghai, 200032, China
| | - Jianming Guo
- Department of Urology, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Shanghai, 200032, China
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19
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Lee J, Moon S, Kwon HJ, Lee S, Choe G, Lee KS. Evaluation of PD-L1 expression in PBRM1-altered clear cell renal cell carcinoma. Urol Oncol 2024:S1078-1439(24)00658-6. [PMID: 39341712 DOI: 10.1016/j.urolonc.2024.09.013] [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: 03/01/2024] [Revised: 08/05/2024] [Accepted: 09/15/2024] [Indexed: 10/01/2024]
Abstract
PURPOSE Clear cell renal cell carcinoma (ccRCC) often harbors Polybromo 1 (PBRM1) alterations. These alterations are associated with immune checkpoint blockade response in ccRCC, particularly antiprogrammed cell death 1 (PD1)/programmed cell death ligand 1 (PD-L1)-targeted therapy. However, the association between PBRM1 alterations and PD-L1 expression in ccRCC remains unclear. MATERIALS AND METHODS We analyzed alterations in PBRM1 and PD-L1 expression using immunohistochemistry (IHC) targeting PBRM1 and PD-L1 (22C3) in tissues collected from patients with localized ccRCC (Cohort 1) and advanced ccRCC (Cohort 2). Additionally, next-generation sequencing (NGS) was conducted on Cohort 2 patients to analyze PBRM1 alterations. RESULTS Cohort 1 comprised 526 patients, of whom 139 (26.4%) exhibited PD-L1 positivity and 205 (38.9%) exhibited loss of PBRM1 expression in IHC. PD-L1 expression was positively associated with the loss of PBRM1 expression (P < 0.001) in localized ccRCC. Kaplan-Meier analysis indicated that PBRM1 expression loss and PD-L1 expression positively correlated with tumor recurrence (P < 0.001 and P = 0.003, respectively). Cohort 2 comprised 59 patients with advanced ccRCC, of whom 33 (56.9%) exhibited PBRM1 genetic alterations. PBRM1 IHC exhibited a sensitivity of 84.48% and specificity of 87.5% compared to NGS results. We did not find a significant association between PBRM1 mutation and PD-L1 expression, in contrast to the findings in Cohort 1. However, we frequently observed that PBRM1 mutation and PD-L1 expression occur concurrently, with 60% of PBRM1-altered ccRCC cases being PD-L1 positive. CONCLUSION Although our study did not establish a correlation between PBRM1 mutations and PD-L1 expression, it demonstrated that the occurrence of PBRM1-altered ccRCC with PD-L1 expression is not uncommon. Therefore, the presence of PBRM1 alterations may challenge the use of PD-L1 IHC as a predictive marker for PD-L1 blockade in ccRCC.
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Affiliation(s)
- Jieun Lee
- Department of Pathology, Seoul National University Bundang Hospital, Seongnam-si, Gyeonggi-do, Republic of Korea
| | - Seyoung Moon
- Department of Pathology, Seoul National University Bundang Hospital, Seongnam-si, Gyeonggi-do, Republic of Korea
| | - Hyun Jung Kwon
- Department of Pathology, Seoul National University Bundang Hospital, Seongnam-si, Gyeonggi-do, Republic of Korea; Department of Pathology, Seoul National University College of Medicine, Jongno-gu, Seoul, Republic of Korea
| | - Sejoon Lee
- Precision Medicine Center, Seoul National University Bundang Hospital, Seongnam-si, Gyeonggi-do, Republic of Korea
| | - Gheeyoung Choe
- Department of Pathology, Seoul National University Bundang Hospital, Seongnam-si, Gyeonggi-do, Republic of Korea; Department of Pathology, Seoul National University College of Medicine, Jongno-gu, Seoul, Republic of Korea
| | - Kyu Sang Lee
- Department of Pathology, Seoul National University Bundang Hospital, Seongnam-si, Gyeonggi-do, Republic of Korea; Department of Pathology, Seoul National University College of Medicine, Jongno-gu, Seoul, Republic of Korea.
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20
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Omri L, Naigeon M, Flippot R, Gavira-Díaz J, Poveda-Ferriols J, Nguyen D, Abdi C, Arroyo-Salgado A, Chaput N, de Velasco G, Albigès L, Carril-Ajuria L. Blood-based circulating biomarkers for prediction of immune-checkpoint inhibitors efficacy in renal cell carcinoma. EXPLORATION OF TARGETED ANTI-TUMOR THERAPY 2024; 5:1199-1222. [PMID: 39465007 PMCID: PMC11502076 DOI: 10.37349/etat.2024.00271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2024] [Accepted: 08/09/2024] [Indexed: 10/29/2024] Open
Abstract
Immune checkpoint inhibitors (ICI)-based combinations have become the standard first-line treatment for advanced clear cell renal cell carcinoma (ccRCC). Despite significant improvements in survival and the achievement of sustained long-term responses, a subset of patients remains refractory to ICI, and most will eventually develop resistance. Thus, identifying predictive biomarkers for ICI efficacy and resistance is essential for optimizing therapeutic strategies. Up to now, tissue-based biomarkers have not been successful as predictive biomarkers in RCC. Circulating blood-based biomarkers offer a promising alternative. These biomarkers, including circulating immune cells, soluble factors, tumor-derived markers, and those based on metabolomics, are less invasive, offer reproducibility over time, and provide a comprehensive assessment of tumor biology and patient immune status, as well as allow dynamic monitoring during treatment. This review aims to evaluate the current evidence on the different candidate circulating biomarkers being investigated for their potential to predict ICI efficacy in RCC patients.
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Affiliation(s)
- Loubna Omri
- Department of Medical Oncology, National Institute of Oncology, Rabat X4FH+66, Morocco
- Medical Oncology Department, Centre Hospitalier Universitaire Brugmann, 1020 Brussels, Belgium
| | - Marie Naigeon
- Laboratory of Immunomonitoring in Oncology, Gustave Roussy, 94805 Villejuif, France
- Paris-Saclay University, School of Pharmacy, 91190 Orsay, France
| | - Ronan Flippot
- Laboratory of Immunomonitoring in Oncology, Gustave Roussy, 94805 Villejuif, France
- Medical Oncology Department, Institut Gustave Roussy, 94805 Villejuif, France
| | - Javier Gavira-Díaz
- Medical Oncology Department, Institut Gustave Roussy, 94805 Villejuif, France
| | - Jesus Poveda-Ferriols
- Medical Oncology Department, Centre Hospitalier Universitaire Brugmann, 1020 Brussels, Belgium
- Medical Oncology Department, Centre Hospitalier Universitaire Saint-Pierre, 1000 Brussels, Belgium
| | - Dan Nguyen
- Medical Oncology Department, Centre Hospitalier Universitaire Brugmann, 1020 Brussels, Belgium
| | - Chaimae Abdi
- Department of Medical Oncology, National Institute of Oncology, Rabat X4FH+66, Morocco
| | - Alvaro Arroyo-Salgado
- Medical Oncology Department, Centre Hospitalier Universitaire Brugmann, 1020 Brussels, Belgium
| | - Nathalie Chaput
- Laboratory of Immunomonitoring in Oncology, Gustave Roussy, 94805 Villejuif, France
| | - Guillermo de Velasco
- Medical Oncology Department, University Hospital 12 de Octubre, 28041 Madrid, Spain
| | - Laurence Albigès
- Laboratory of Immunomonitoring in Oncology, Gustave Roussy, 94805 Villejuif, France
- Medical Oncology Department, Institut Gustave Roussy, 94805 Villejuif, France
| | - Lucía Carril-Ajuria
- Medical Oncology Department, Centre Hospitalier Universitaire Brugmann, 1020 Brussels, Belgium
- Medical Oncology Department, Centre Hospitalier Universitaire Saint-Pierre, 1000 Brussels, Belgium
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21
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Hu L, Sun C, Yuan K, Yang P. Expression, regulation, and function of PD-L1 on non-tumor cells in the tumor microenvironment. Drug Discov Today 2024; 29:104181. [PMID: 39278561 DOI: 10.1016/j.drudis.2024.104181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2024] [Revised: 09/03/2024] [Accepted: 09/11/2024] [Indexed: 09/18/2024]
Abstract
Antiprogrammed death ligand 1 (PD-L1) therapy is a leading immunotherapy, but only some patients with solid cancers benefit. Overwhelming evidence has revealed that PD-L1 is expressed on various immune cells in the tumor microenvironment (TME), including macrophages, dendritic cells, and regulatory T cells, modulating tumor immunity and influencing tumor progression. PD-L1 can also be located on tumor cell membranes as well as in exosomes and cytoplasm. Accordingly, the dynamic expression and various forms of PD-L1 might explain the therapy's limited efficacy and resistance. Herein a systematic summary of the expression of PD-L1 on different immune cells and their regulatory mechanisms is provided to offer a solid foundation for future studies.
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Affiliation(s)
- Lingrong Hu
- State Key Laboratory of Natural Medicines and Jiangsu Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China; Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 211198, China; Institute of Innovative Drug Discovery and Development, China Pharmaceutical University, Nanjing 211198, China
| | - Chengliang Sun
- State Key Laboratory of Natural Medicines and Jiangsu Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China; Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 211198, China; Institute of Innovative Drug Discovery and Development, China Pharmaceutical University, Nanjing 211198, China
| | - Kai Yuan
- State Key Laboratory of Natural Medicines and Jiangsu Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China; Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 211198, China; Institute of Innovative Drug Discovery and Development, China Pharmaceutical University, Nanjing 211198, China.
| | - Peng Yang
- State Key Laboratory of Natural Medicines and Jiangsu Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China; Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 211198, China; Institute of Innovative Drug Discovery and Development, China Pharmaceutical University, Nanjing 211198, China.
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22
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Yamamoto Y, Tomoto K, Teshigawara A, Ishii T, Hasegawa Y, Akasaki Y, Murayama Y, Tanaka T. Significance and Priority of Surgical Resection as Therapeutic Strategy Based on Clinical Characteristics of Brain Metastases from Renal Cell Carcinoma. World Neurosurg 2024:S1878-8750(24)01535-3. [PMID: 39243967 DOI: 10.1016/j.wneu.2024.08.166] [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: 08/25/2024] [Accepted: 08/31/2024] [Indexed: 09/09/2024]
Abstract
OBJECTIVE To clarify a rational surgical priority, clinical characteristics were compared between brain metastases (BM) from renal cell carcinoma (RCC) and other cancers. METHODS We reviewed 425 consecutive patients with BM who underwent treatments including surgery between January 2014 and December 2022. Primary cancers included lung (n = 220), breast (n = 46), digestive (n = 65), RCC (n = 25), and others (n = 69). Tumor volume (T), edema volume (E), and edema volume/tumor volume ratio (E/T ratio) were compared between RCC and other primary cancers. Cutoff T values for identifying both symptomatic tumors and tumors suitable for surgery were determined by receiver operating characteristic curves. Factors including E/T ratio, age, Karnofsky Performance Scale score, and tumor characteristics were statistically analyzed. RESULTS Cutoff values of T and E to determine surgical suitability were 4.973 cm3 (sensitivity, 0.848; specificity, 0.74) and 23.088 cm3 (sensitivity, 0.894; specificity, 0.623), respectively. E/T ratio was significantly higher for RCC than for other cancers (P < 0.01). These results remained consistent after propensity score matching. RCC tended to show a significantly lower frequency of posterior fossa tumor (16%, P < 0.01) and higher rates of single lesions (72%, P = 0.03) and intratumoral hemorrhage (24%, P = 0.02). Subgroup analysis limited to surgical cases showed that E was consistent across tumors, T tended to be smaller, and E/T ratio was significantly higher in RCC. CONCLUSIONS Generally, symptomatic BM were indicated for surgery. BM from RCC were characteristically single, low-volume lesions with expanding edema and intratumoral hemorrhage, causing symptoms. These results suggest that surgery should be a high priority for BM from RCC.
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Affiliation(s)
- Yohei Yamamoto
- Department of Neurosurgery, The Jikei University School of Medicine Daisan Hospital Tokyo, Tokyo, Japan; Department of Neurosurgery, The Jikei University School of Medicine Kashiwa Hospital, Chiba, Japan
| | - Kyoichi Tomoto
- Department of Neurosurgery, The Jikei University School of Medicine Kashiwa Hospital, Chiba, Japan; Department of Neurosurgery, The Jikei University School of Medicine, Tokyo, Japan
| | - Akihiko Teshigawara
- Department of Neurosurgery, The Jikei University School of Medicine Kashiwa Hospital, Chiba, Japan
| | - Takuya Ishii
- Department of Neurosurgery, The Jikei University School of Medicine Daisan Hospital Tokyo, Tokyo, Japan
| | - Yuzuru Hasegawa
- Department of Neurosurgery, The Jikei University School of Medicine Kashiwa Hospital, Chiba, Japan
| | - Yasuharu Akasaki
- Department of Neurosurgery, The Jikei University School of Medicine, Tokyo, Japan
| | - Yuichi Murayama
- Department of Neurosurgery, The Jikei University School of Medicine, Tokyo, Japan
| | - Toshihide Tanaka
- Department of Neurosurgery, The Jikei University School of Medicine Kashiwa Hospital, Chiba, Japan; Department of Neurosurgery, The Jikei University School of Medicine, Tokyo, Japan.
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23
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Li J, Chen M, Tong M, Cao Q. TUBA1C orchestrates the immunosuppressive tumor microenvironment and resistance to immune checkpoint blockade in clear cell renal cell carcinoma. Front Immunol 2024; 15:1457691. [PMID: 39301023 PMCID: PMC11410638 DOI: 10.3389/fimmu.2024.1457691] [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: 07/01/2024] [Accepted: 08/20/2024] [Indexed: 09/22/2024] Open
Abstract
Background Clear cell renal cell carcinoma (ccRCC) poses substantial treatment challenges, especially in advanced stages where the efficacy of immune checkpoint blockade (ICB) therapy varies significantly. Elevated expression of the oncogene TUBA1C has been correlated with poor prognosis in various cancers, however, its role in ccRCC is unclear, especially concerning ICB resistance. Methods Single-cell analysis was used to examine gene expression variations in malignant cells post-ICB therapy. This included investigating TUBA1C expression across different ICB response groups and its relationship with CD274. A general module of action was identified through pan-cancer and pan-tissue analysis. TUBA1C expression and its association with clinical characteristics and prognosis was further validated. Multiple algorithms were employed to explore immune cell infiltration levels, and the DepMap database was utilized to assess gene dependency and mutation status in kidney cancer cell lines. The in silico knockout of TUBA1C was performed using deep learning model, complemented by immunohistochemical assays, clinical cohort and functional assays validations. Results TUBA1C expression is elevated in malignant cells following ICB therapy and is correlated with ICB resistance in ccRCC. High TUBA1C expression activates PI3K/AKT pathway and is associated with increased infiltration of regulatory T cells and myeloid-derived suppressor cells, which contributes to an immunosuppressive microenvironment in ccRCC. Patients with high TUBA1C expression exhibit a greater tumor mutation burden and increased genetic variation, which causes a worse prognosis. Additionally, TUBA1C dependency and its effects were evident in kidney cancer cell lines, where mutations conferred resistance to anti-PD-L1 therapy. In silico knockout analyses indicated that treatment targeting TUBA1C shifted malignant cells to a state responsive to ICB therapy. Immunohistochemistry, RT-qPCR and clinical cohort validation further confirmed that TUBA1C expression was upregulated and contributed to poorer outcome in ccRCC. Finaly, wound healing and CCK-8 assays demonstrated the potent oncogenic function of TUBA1C. Conclusions TUBA1C is a pivotal regulator in ccRCC, affecting both disease progression and the effectiveness of ICB therapy by fostering an immunosuppressive microenvironment mediated by the PI3K/AKT pathway. Additionally, TUBA1C holds promise, both as a prognostic biomarker and a therapeutic target, for enhancing responsiveness to ICB.
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Affiliation(s)
- Junyi Li
- Department of Urology, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, Liaoning, China
- The First Clinical Medical College, Jinzhou Medical University, Jinzhou, Liaoning, China
| | - Meixue Chen
- The First Clinical Medical College, Jinzhou Medical University, Jinzhou, Liaoning, China
- Department of Pediatric, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, Liaoning, China
| | - Ming Tong
- Department of Urology, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, Liaoning, China
| | - Qingfei Cao
- Department of Urology, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, Liaoning, China
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24
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Xu Z, Wu Y, Chen X, Jin B. Identification of tumor-antigen signatures and immune subtypes for messenger RNA vaccine selection in advanced clear cell renal cell carcinoma. Surgery 2024; 176:785-797. [PMID: 38851900 DOI: 10.1016/j.surg.2024.04.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Revised: 04/08/2024] [Accepted: 04/19/2024] [Indexed: 06/10/2024]
Abstract
BACKGROUND Advanced clear cell renal cell carcinoma still lacks reliable diagnostic and prognostic biomarkers. Recently, tumor vaccines targeting specific molecules have been proposed as a promising treatment in mitigating tumor progression, which was rekindled under the background of the COVID-19 pandemic. However, the application of messenger RNA vaccine against advanced clear cell renal cell carcinoma antigens remains stagnant, and no subgroup of patients deemed suitable for vaccination has been extensively studied or validated. Our study aims to explore novel advanced clear cell renal cell carcinoma antigen signatures to select suitable patients for vaccination. METHODS Gene expression profiles of advanced clear cell renal cell carcinoma samples and their corresponding clinical data were retrieved from The Cancer Genome Atlas. The least absolute shrinkage and selection operator model was applied to develop signatures to stratify patients with advanced clear cell renal cell carcinoma. Receiver operating characteristic analysis was used to compare the prognostic accuracy of each factor. Tumor Immune Estimation Resource was used to visualize the relationship between the proportion of antigen-presenting cells and the expression of filtered genes. The "CIBERSORT" and "WGCNA" R Packages were employed to ascertain disparities in immune infiltration levels between advanced clear cell renal cell carcinoma subgroups. The Search Tools for the Retrieval of Interacting Genes database and Cytoscape were used to construct the protein-protein interaction network. CCK-8 and colony formation assays were included in the invitro experiment. RESULTS In total, 244 potential tumor antigens were identified. Using the least absolute shrinkage and selection operator Cox regression, 21 tumor antigens were selected for developing a risk evaluation signature. The risk score signature can be a useful tool to predict the outcome of advanced clear cell renal cell carcinoma patients. According to the differential clinical, molecular, and immune-related genes, we divided advanced clear cell renal cell carcinoma patients into the immune "cold" subtype and immune "hot" subtype. By developing a logistic score, the immune subtype signature can better distinguish a patient more likely to be immune "cold" subtype or immune "hot" subtype. Interestingly, patients with high risk scores had a higher proportion of immune "hot" subtype than those with a low risk score. Furthermore, the prognostic value was significantly improved when combining risk score and immune subtype. Distinct immune landscapes and signal pathways were observed between different tumor subtypes. Finally, novel tumor antigens related to oxidative stress were identified. CONCLUSION The tumor-antigens-based risk score and immune subtype signatures identified potentially effective neo-antigens for advanced clear cell renal cell carcinoma messenger RNA vaccine development, and patients with low risk scores and immune "cold" subtype tumors are more prone to benefit from messenger RNA vaccination. Furthermore, our study highlights the significant role of oxidative stress in determining the efficacy of the messenger RNA vaccine.
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Affiliation(s)
- Zhijie Xu
- Department of Urology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China; Zhejiang Engineering Research Center for Bladder Tumor Innovation Diagnosis and Treatment, Hangzhou, China.
| | - Yunfei Wu
- Department of Urology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China; Zhejiang Engineering Research Center for Bladder Tumor Innovation Diagnosis and Treatment, Hangzhou, China
| | - Xiaoyi Chen
- Department of Urology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China; Zhejiang Engineering Research Center for Bladder Tumor Innovation Diagnosis and Treatment, Hangzhou, China
| | - Baiye Jin
- Department of Urology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China; Zhejiang Engineering Research Center for Bladder Tumor Innovation Diagnosis and Treatment, Hangzhou, China
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Nicol PB, Paulson D, Qian G, Liu XS, Irizarry R, Sahu AD. Robust identification of perturbed cell types in single-cell RNA-seq data. Nat Commun 2024; 15:7610. [PMID: 39218971 PMCID: PMC11366752 DOI: 10.1038/s41467-024-51649-3] [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: 12/14/2023] [Accepted: 08/09/2024] [Indexed: 09/04/2024] Open
Abstract
Single-cell transcriptomics has emerged as a powerful tool for understanding how different cells contribute to disease progression by identifying cell types that change across diseases or conditions. However, detecting changing cell types is challenging due to individual-to-individual and cohort-to-cohort variability and naive approaches based on current computational tools lead to false positive findings. To address this, we propose a computational tool, scDist, based on a mixed-effects model that provides a statistically rigorous and computationally efficient approach for detecting transcriptomic differences. By accurately recapitulating known immune cell relationships and mitigating false positives induced by individual and cohort variation, we demonstrate that scDist outperforms current methods in both simulated and real datasets, even with limited sample sizes. Through the analysis of COVID-19 and immunotherapy datasets, scDist uncovers transcriptomic perturbations in dendritic cells, plasmacytoid dendritic cells, and FCER1G+NK cells, that provide new insights into disease mechanisms and treatment responses. As single-cell datasets continue to expand, our faster and statistically rigorous method offers a robust and versatile tool for a wide range of research and clinical applications, enabling the investigation of cellular perturbations with implications for human health and disease.
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Affiliation(s)
| | | | - Gege Qian
- University of California San Diego School of Medicine, San Diego, CA, USA
| | | | | | - Avinash D Sahu
- University of New Mexico Comprehensive Cancer Center, Albuquerque, NM, USA.
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Ishihara H, Nishimura K, Ikeda T, Fukuda H, Yoshida K, Iizuka J, Kondo T, Takagi T. Impact of body composition on outcomes of immune checkpoint inhibitor combination therapy in patients with previously untreated advanced renal cell carcinoma. Urol Oncol 2024; 42:291.e27-291.e37. [PMID: 38653590 DOI: 10.1016/j.urolonc.2024.04.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Revised: 03/22/2024] [Accepted: 04/02/2024] [Indexed: 04/25/2024]
Abstract
BACKGROUND Data on the association between body composition and outcomes in patients with advanced renal cell carcinoma (RCC) treated with immune checkpoint inhibitor (ICI) combination therapy are limited. METHODS We retrospectively evaluated the clinical and radiographic data of 159 patients with advanced RCC, including 84 receiving ICI dual combination therapy (immunotherapy [IO]-IO group) and 75 receiving combinations of ICIs with tyrosine kinase inhibitors (TKIs) (IO-TKI group). Pretreatment computed tomography images were used to calculate body composition, including skeletal muscle mass and fat tissue area. Sarcopenia was defined based on skeletal muscle and psoas muscle indexes. The total fat index, subcutaneous fat index (SFI), and visceral fat index were also calculated. RESULTS In the IO-IO treatment group, there was no significant association between body composition and survival or tumor response (P > 0.05). In the IO-TKI treatment group, the high SFI was associated with longer progression-free survival (hazard ratio, 2.70; P = 0.0091) and overall survival (hazard ratio, 26.0; P = 0.0246) than the low SFI, which remained significant after adjusting for covariates. Furthermore, in the high-SFI population, patients treated with IO-TKI therapy had longer progression-free survival (P = 0.0019) and overall survival (P = 0.0287) than those treated with IO-IO therapy, while there was no significant survival difference between the 2 treatment groups in the low-SFI population (P > 0.05). CONCLUSION The SFI can be potentially utilized as an effective predictive and prognostic biomarker for first-line ICI combination therapy for advanced RCC.
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Affiliation(s)
- Hiroki Ishihara
- Department of Urology, Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, Japan.
| | - Koichi Nishimura
- Department of Urology, Tokyo Women's Medical University Adachi Medical Center, 4-33-1 Kouhoku, Adachi-ku, Tokyo, Japan
| | - Takashi Ikeda
- Department of Urology, Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, Japan
| | - Hironori Fukuda
- Department of Urology, Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, Japan
| | - Kazuhiko Yoshida
- Department of Urology, Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, Japan
| | - Junpei Iizuka
- Department of Urology, Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, Japan
| | - Tsunenori Kondo
- Department of Urology, Tokyo Women's Medical University Adachi Medical Center, 4-33-1 Kouhoku, Adachi-ku, Tokyo, Japan
| | - Toshio Takagi
- Department of Urology, Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, Japan
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Nakayama I, Shitara K. The current status of immunotherapy and future horizon in the treatment of metastatic and locally advanced gastroesophageal adenocarcinoma. Expert Opin Biol Ther 2024; 24:903-915. [PMID: 39171531 DOI: 10.1080/14712598.2024.2395921] [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: 05/01/2024] [Revised: 07/23/2024] [Accepted: 08/20/2024] [Indexed: 08/23/2024]
Abstract
INTRODUCTION Immunochemotherapy with PD-1 blockade has been established as the current standard first-line therapy for patients with mGEA. Reviewing the history of clinical trials offers valuable insight into the evolution of immune oncology in mGEA, paving the way for future advancements in this field. AREAS COVERED This review summarizes the findings of previous clinical trials related to immunotherapy for patients with GEA in the metastatic and locally advanced setting. We also introduce ongoing clinical trials to address the current challenging issues in clinical practice. EXPERT OPINION In general, GEA exhibits intermediate immunogenic characteristics with heterogeneous expressions, and responders to anti-PD-(L)1 therapy are mostly enriched to patients with specific genomic profiles such as MSI-H, high PD-L1 expression, high TMB, and EBV-associated type. Co-administration with anti-angiogenic agents or simultaneous blockade of immune checkpoint molecules is being explored to offer benefit of immunotherapy for more patients. We hope that CLDN18.2 and upcoming targets like FGFR2b will complement the treatment niche of immunotherapy in the field of mGEA. Bispecific antibodies, antibody drug conjugates, CAR-T, and vaccine are anticipated to enhance efficacy and expand the scope of immunotherapy.
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Affiliation(s)
- Izuma Nakayama
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Kohei Shitara
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
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Su H, Yu C, Ma X, Yu X, Sun G. Immunotherapy treatment for sarcomatoid renal cell carcinoma: case report and literature review. Ann Med Surg (Lond) 2024; 86:5471-5475. [PMID: 39239004 PMCID: PMC11374251 DOI: 10.1097/ms9.0000000000001647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Accepted: 12/10/2023] [Indexed: 09/07/2024] Open
Abstract
Introduction Sarcomatoid renal cell carcinoma (SRCC) is clinically rare, accounting for ~1.0-1.5% of renal parenchymal tumors. Although the concept of SRCC was proposed in 1968, the molecular mechanisms and immunological characteristics of sarcomatoid changes remain unclear. In the era of targeted therapy, the overall survival (OS) of patients with SRCC is typically less than 12 months. Case presentation This article reports a case of SRCC in an 81-year-old male. Progression-free survival (PFS) was as long as 25 months and OS was 30 months after immunotherapy and the effect was significant. This is the first report of successful use toripalimab in the treatment of SRCC. Clinical discussion SRCC is a rare type of renal cancer with no obvious specific clinical manifestations or imaging findings, and the diagnosis of the disease is based on pathological examinations. SRCC has a high degree of malignancy, progresses rapidly, and has a poor prognosis. The effect of traditional treatment is limited, and immune checkpoint inhibitors may have therapeutic potential. Conclusions Toripalimab may be effective and further exploration is anticipated to advance a new period of SRCC.
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Affiliation(s)
- Hui Su
- Department of Oncology
- The Affiliated Qingdao Central Hospital of Qingdao University, Qingdao Cancer Hospital. Qingdao, Shandong, People's Republic of China
| | | | | | - Xiao Yu
- Department of Radiotherapy, Liaocheng People's Hospital, Liaocheng
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Ye Z, Zhang Y, Xu J, Li K, Zhang J, Ivanova D, Zhang X, Liao S, Duan L, Li F, Chen X, Wang Y, Wang M, Xie B. Integrating Bulk and Single-Cell RNA-Seq Data to Identify Prognostic Features Related to Activated Dendritic Cells in Clear-Cell Renal-Cell Carcinoma. Int J Mol Sci 2024; 25:9235. [PMID: 39273185 PMCID: PMC11395106 DOI: 10.3390/ijms25179235] [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: 07/25/2024] [Revised: 08/20/2024] [Accepted: 08/24/2024] [Indexed: 09/15/2024] Open
Abstract
Dendritic cells (DCs) serve as key regulators in tumor immunity, with activated DCs potentiating antitumor responses through the secretion of pro-inflammatory cytokines and the expression of co-stimulatory molecules. Most current studies focus on the relationship between DC subgroups and clear-cell renal-cell carcinoma (ccRCC), but there is limited research on the connection between DCs and ccRCC from the perspective of immune activation. In this study, activated DC genes were identified in both bulk and single-cell RNA-seq data. A prognostic model related to activated DCs was constructed using univariate, multivariate Cox regression and LASSO regression. The prognostic model was validated in three external validation sets: GSE167573, ICGC, and E-MTAB-1980. The prognostic model consists of five genes, PLCB2, XCR1, IFNG, HLA-DQB2, and SMIM24. The expression of these genes was validated in tissue samples using qRT-PCR. Stratified analysis revealed that the prognostic model was able to better predict outcomes in advanced ccRCC patients. The risk scores were associated with tumor progression, tumor mutation burden, immune cell infiltration, and adverse outcomes of immunotherapy. Notably, there was a strong correlation between the expression of the five genes and the sensitivity to JQ1, a BET inhibitor. Molecular docking indicated high-affinity binding of the proteins encoded by these genes with JQ1. In conclusion, our study reveals the crucial role of activated DCs in ccRCC, offering new insights into predicting immune response, targeted therapy effectiveness, and prognosis for ccRCC patients.
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Affiliation(s)
- Zijian Ye
- Department of Physiology, School of Basic Medical Science, Chongqing Medical University, Chongqing 400016, China
- Department of Biostatistics, School of Public Health, Chongqing Medical University, Chongqing 400016, China
| | - Yifan Zhang
- Department of Physiology, School of Basic Medical Science, Chongqing Medical University, Chongqing 400016, China
- Department of Biostatistics, School of Public Health, Chongqing Medical University, Chongqing 400016, China
| | - Jialiang Xu
- Department of Physiology, School of Basic Medical Science, Chongqing Medical University, Chongqing 400016, China
| | - Kun Li
- Department of Physiology, School of Basic Medical Science, Chongqing Medical University, Chongqing 400016, China
| | - Jianning Zhang
- Department of Physiology, School of Basic Medical Science, Chongqing Medical University, Chongqing 400016, China
- Department of Biostatistics, School of Public Health, Chongqing Medical University, Chongqing 400016, China
| | - Deyana Ivanova
- Department of Medicine, Division of Endocrinology, Diabetes and Hypertension, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Xin Zhang
- Department of Physiology, School of Basic Medical Science, Chongqing Medical University, Chongqing 400016, China
| | - Siqi Liao
- Department of Physiology, School of Basic Medical Science, Chongqing Medical University, Chongqing 400016, China
| | - Liqi Duan
- Department of Physiology, School of Basic Medical Science, Chongqing Medical University, Chongqing 400016, China
| | - Fangfang Li
- Joint International Research Laboratory of Reproduction and Development of the Ministry of Education of China, School of Public Health and Management, Chongqing Medical University, Chongqing 400016, China
| | - Xuemei Chen
- Joint International Research Laboratory of Reproduction and Development of the Ministry of Education of China, School of Public Health and Management, Chongqing Medical University, Chongqing 400016, China
| | - Yingxiong Wang
- Joint International Research Laboratory of Reproduction and Development of the Ministry of Education of China, School of Public Health and Management, Chongqing Medical University, Chongqing 400016, China
| | - Meijiao Wang
- Department of Physiology, School of Basic Medical Science, Chongqing Medical University, Chongqing 400016, China
- Joint International Research Laboratory of Reproduction and Development of the Ministry of Education of China, School of Public Health and Management, Chongqing Medical University, Chongqing 400016, China
| | - Biao Xie
- Department of Biostatistics, School of Public Health, Chongqing Medical University, Chongqing 400016, China
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Li X, Sharen G, Zhang M, Zhang L, Liu K, Wang Y, Cheng H, Hou M. High expression of PDCD11 in colorectal cancer and its correlation with the prognosis and immune cell infiltration. Heliyon 2024; 10:e35002. [PMID: 39170455 PMCID: PMC11336332 DOI: 10.1016/j.heliyon.2024.e35002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Revised: 07/20/2024] [Accepted: 07/21/2024] [Indexed: 08/23/2024] Open
Abstract
Objective To undertake a comprehensive assay of PDCD11 expression in colorectal cancer (CRC) and its association with prognosis and immune cell infiltration (ICIN) utilizing bioinformatics tools. Methods The PDCD11 expression in CRC and pan-cancer was quantified through datasets from TCGA and GEO databases, and the assay was conducted through R software and the GEPIA database. Moreover, mRNA and protein expression data of PDCD11 were attained from the HPA database. It was attempted to establish protein-protein interaction networks of PDCD11 via the STRING and GeneMANIA databases. The association of PDCD11 expression with CRC staging was evaluated through R software, while its association with CRC and pan-cancer prognosis was figured out via the GEPIA database. Furthermore, the relationship of PDCD11 expression with ICIN was assayed using R software and the TIMER database. Additionally, the influences of PDCD11 knockdown on the proliferation, apoptosis, and migration of colon cancer RKO cell lines was evaluated. Results PDCD11 exhibited elevated expression in CRC and various other malignancies, potentially indicating a promotive role in cancer progression. Overexpression of PDCD11 was found to correlate with attenuated overall survival in CRC and other malignancies. Moreover, PDCD11 demonstrated promising predictive capabilities for distinguishing between tumor and non-tumor tissues. The positive association of high PDCD11 expression with the infiltration of neutrophils, dendritic cells, CD8+ T cells, CD4+ T cells, and macrophages, as well as with the expression of immune checkpoint molecules CTLA4 and PD-1 was noteworthy. Lentivirus-mediated PDCD11 knockdown suppressed RKO cell proliferation, colony formation, and migration, while triggered apoptosis in these cells. Conclusion The outcomes unveiled the noticeable function of PDCD11 in CRC and various other malignancies, emphasizing its potential as a prognostic biomarker and therapeutic target.
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Affiliation(s)
- Xiongfeng Li
- Department of Gastrointestinal Surgery, Affiliated Hospital of Inner Mongolia Medical University, Hohhot, 010059, Inner Mongolia, China
| | - Gaowa Sharen
- Department of Pathology, Affiliated Hospital of Inner Mongolia Medical University & Department of Pathological Anatomy, College of Basic Medicine of Inner Mongolia Medical University, Hohhot, 010059, Inner Mongolia, China
| | - Minjie Zhang
- Department of Ultrasound, Affiliated Hospital of Inner Mongolia Medical University, Hohhot, 010059, Inner Mongolia, China
| | - Lei Zhang
- Department of Gastrointestinal Surgery, Affiliated Hospital of Inner Mongolia Medical University, Hohhot, 010059, Inner Mongolia, China
| | - Kejian Liu
- Department of Gastrointestinal Surgery, Affiliated Hospital of Inner Mongolia Medical University, Hohhot, 010059, Inner Mongolia, China
| | - Yu Wang
- Department of Gastrointestinal Surgery, Affiliated Hospital of Inner Mongolia Medical University, Hohhot, 010059, Inner Mongolia, China
| | - Haidong Cheng
- Department of Gastrointestinal Surgery, Affiliated Hospital of Inner Mongolia Medical University, Hohhot, 010059, Inner Mongolia, China
| | - Mingxing Hou
- Department of Gastrointestinal Surgery, Affiliated Hospital of Inner Mongolia Medical University, Hohhot, 010059, Inner Mongolia, China
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Dong X, Song Y, Liu Y, Kou X, Yang T, Shi SX, He K, Li Y, Li Z, Yao X, Guo J, Cui B, Wu Z, Lei Y, Du M, Chen M, Xu H, Liu Q, Shi FD, Wang X, Yan H. Natural killer cells promote neutrophil extracellular traps and restrain macular degeneration in mice. Sci Transl Med 2024; 16:eadi6626. [PMID: 39141700 DOI: 10.1126/scitranslmed.adi6626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Revised: 04/08/2024] [Accepted: 07/23/2024] [Indexed: 08/16/2024]
Abstract
Neovascular age-related macular degeneration (nvAMD) is the leading cause of blindness in the elderly population. Although it is known that nvAMD is associated with focal inflammation, understanding of the precise immune components governing this process remains limited. Here, we identified natural killer (NK) cells as a prominent lymphocyte population infiltrating the perivascular space of choroidal neovascularization (CNV) lesions in patients with nvAMD and in mouse models. Olink proteomic analysis and single-cell RNA sequencing combined with knockout studies demonstrated the involvement of C-C chemokine receptor 5 (CCR5) in NK cell recruitment and extravasation at the CNV sites of mice. Depletion of NK cells or inhibition of activating receptor NK group 2, member D (NKG2D) inhibited the formation of neutrophil extracellular traps, increased vascular leakage, and exacerbated pathological angiogenesis, indicating that NK cells restrain pathogenesis in this mouse model. Age is the strongest risk factor for AMD, and we show that NK cells from aged human donors exhibited a less cytotoxic phenotype. NK cells from old mice exhibited compromised protective effects in the CNV mouse model. In addition, interleukin-2 complex-mediated expansion of NK cells improved CNV formation in mice. Collectively, our study highlights NK cells as a potential therapeutic target for patients with nvAMD.
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Affiliation(s)
- Xue Dong
- Department of Ophthalmology, Laboratory of Molecular Ophthalmology and Tianjin Key Laboratory of Ocular Trauma, Ministry of Education International Joint Laboratory of Ocular Diseases, Tianjin Institute of Eye Health and Eye Diseases, China-UK "Belt and Road" Ophthalmology Joint Laboratory, Tianjin Medical University General Hospital, Tianjin 300052, China
- Department of Pharmacology, Tianjin Key Laboratory of Inflammation Biology, State Key Laboratory of Experimental Hematology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin 300070, China
| | - Yinting Song
- Department of Ophthalmology, Laboratory of Molecular Ophthalmology and Tianjin Key Laboratory of Ocular Trauma, Ministry of Education International Joint Laboratory of Ocular Diseases, Tianjin Institute of Eye Health and Eye Diseases, China-UK "Belt and Road" Ophthalmology Joint Laboratory, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Yuming Liu
- Department of Ophthalmology, Laboratory of Molecular Ophthalmology and Tianjin Key Laboratory of Ocular Trauma, Ministry of Education International Joint Laboratory of Ocular Diseases, Tianjin Institute of Eye Health and Eye Diseases, China-UK "Belt and Road" Ophthalmology Joint Laboratory, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Xuejing Kou
- Department of Ophthalmology, Laboratory of Molecular Ophthalmology and Tianjin Key Laboratory of Ocular Trauma, Ministry of Education International Joint Laboratory of Ocular Diseases, Tianjin Institute of Eye Health and Eye Diseases, China-UK "Belt and Road" Ophthalmology Joint Laboratory, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Tianjing Yang
- School of Medicine, Nankai University, Tianjin 300071, China
| | - Samuel X Shi
- Clinical Neuroscience Research Center (CNRC), Department of Neurosurgery and Neurology, Tulane University School of Medicine, New Orleans, LA 70122, USA
| | - Kai He
- Department of Ophthalmology, Laboratory of Molecular Ophthalmology and Tianjin Key Laboratory of Ocular Trauma, Ministry of Education International Joint Laboratory of Ocular Diseases, Tianjin Institute of Eye Health and Eye Diseases, China-UK "Belt and Road" Ophthalmology Joint Laboratory, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Yiming Li
- Department of Ophthalmology, Laboratory of Molecular Ophthalmology and Tianjin Key Laboratory of Ocular Trauma, Ministry of Education International Joint Laboratory of Ocular Diseases, Tianjin Institute of Eye Health and Eye Diseases, China-UK "Belt and Road" Ophthalmology Joint Laboratory, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Ziqi Li
- Department of Ophthalmology, Laboratory of Molecular Ophthalmology and Tianjin Key Laboratory of Ocular Trauma, Ministry of Education International Joint Laboratory of Ocular Diseases, Tianjin Institute of Eye Health and Eye Diseases, China-UK "Belt and Road" Ophthalmology Joint Laboratory, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Xueming Yao
- Department of Ophthalmology, Laboratory of Molecular Ophthalmology and Tianjin Key Laboratory of Ocular Trauma, Ministry of Education International Joint Laboratory of Ocular Diseases, Tianjin Institute of Eye Health and Eye Diseases, China-UK "Belt and Road" Ophthalmology Joint Laboratory, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Ju Guo
- Department of Ophthalmology, Laboratory of Molecular Ophthalmology and Tianjin Key Laboratory of Ocular Trauma, Ministry of Education International Joint Laboratory of Ocular Diseases, Tianjin Institute of Eye Health and Eye Diseases, China-UK "Belt and Road" Ophthalmology Joint Laboratory, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Bohao Cui
- Department of Ophthalmology, Laboratory of Molecular Ophthalmology and Tianjin Key Laboratory of Ocular Trauma, Ministry of Education International Joint Laboratory of Ocular Diseases, Tianjin Institute of Eye Health and Eye Diseases, China-UK "Belt and Road" Ophthalmology Joint Laboratory, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Ziru Wu
- Department of Pharmacology, Tianjin Key Laboratory of Inflammation Biology, State Key Laboratory of Experimental Hematology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin 300070, China
| | - Yi Lei
- Department of Ophthalmology, Laboratory of Molecular Ophthalmology and Tianjin Key Laboratory of Ocular Trauma, Ministry of Education International Joint Laboratory of Ocular Diseases, Tianjin Institute of Eye Health and Eye Diseases, China-UK "Belt and Road" Ophthalmology Joint Laboratory, Tianjin Medical University General Hospital, Tianjin 300052, China
- Department of Pharmacology, Tianjin Key Laboratory of Inflammation Biology, State Key Laboratory of Experimental Hematology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin 300070, China
| | - Mei Du
- Department of Ophthalmology, Laboratory of Molecular Ophthalmology and Tianjin Key Laboratory of Ocular Trauma, Ministry of Education International Joint Laboratory of Ocular Diseases, Tianjin Institute of Eye Health and Eye Diseases, China-UK "Belt and Road" Ophthalmology Joint Laboratory, Tianjin Medical University General Hospital, Tianjin 300052, China
- Department of Pharmacology, Tianjin Key Laboratory of Inflammation Biology, State Key Laboratory of Experimental Hematology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin 300070, China
| | - Mei Chen
- Wellcome-Wolfson Institute for Experimental Medicine, Queen's University Belfast, 97 Lisburn Road, Belfast BT9 7BL, UK
| | - Heping Xu
- Wellcome-Wolfson Institute for Experimental Medicine, Queen's University Belfast, 97 Lisburn Road, Belfast BT9 7BL, UK
| | - Qiang Liu
- Department of Neurology, Tianjin Neurological Institute, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Fu-Dong Shi
- Department of Neurology, Tianjin Neurological Institute, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Xiaohong Wang
- Department of Ophthalmology, Laboratory of Molecular Ophthalmology and Tianjin Key Laboratory of Ocular Trauma, Ministry of Education International Joint Laboratory of Ocular Diseases, Tianjin Institute of Eye Health and Eye Diseases, China-UK "Belt and Road" Ophthalmology Joint Laboratory, Tianjin Medical University General Hospital, Tianjin 300052, China
- Department of Pharmacology, Tianjin Key Laboratory of Inflammation Biology, State Key Laboratory of Experimental Hematology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin 300070, China
| | - Hua Yan
- Department of Ophthalmology, Laboratory of Molecular Ophthalmology and Tianjin Key Laboratory of Ocular Trauma, Ministry of Education International Joint Laboratory of Ocular Diseases, Tianjin Institute of Eye Health and Eye Diseases, China-UK "Belt and Road" Ophthalmology Joint Laboratory, Tianjin Medical University General Hospital, Tianjin 300052, China
- School of Medicine, Nankai University, Tianjin 300071, China
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Beulque Y, Kinget L, Roussel E, Mobaraki S, Laenen A, Debruyne PR, Van Herck Y, Baldewijns M, Wozniak A, Garg AD, Zucman-Rossi J, Couchy G, Albersen M, De Wever L, Haaker L, Beuselinck B. Baseline neutrophil-to-eosinophil-ratio and outcome in metastatic clear-cell renal cell carcinoma treated with nivolumab or ipilimumab/nivolumab. Acta Oncol 2024; 63:658-668. [PMID: 39129249 PMCID: PMC11332468 DOI: 10.2340/1651-226x.2024.40390] [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: 03/20/2024] [Accepted: 06/28/2024] [Indexed: 08/13/2024]
Abstract
BACKGROUND AND PURPOSE This study aims to evaluate neutrophil-to-eosinophil ratio (NER) as a prognostic and/or predictive biomarker in metastatic clear cell renal cell carcinoma (m-ccRCC) treated with nivolumab or ipilimumab/nivolumab. PATIENTS/MATERIALS AND METHODS We performed a retrospective study on m-ccRCC patients treated with nivolumab or ipilimumab/nivolumab (2012-2022). Baseline NER was calculated and correlated with clinical outcomes: response rate (RR), progression free survival (PFS) and overall survival (OS). Corresponding transcriptomic data were analysed. RESULTS We included 201 m-ccRCC patients, 76 treated with ipilimumab/nivolumab and 125 with nivolumab. Baseline NER was statistically significantly associated with International Metastatic RCC Database Consortium (IMDC) risk groups. Increased NER was associated with shorter PFS and OS in the total patient series and nivolumab-treated patients. In patients treated with ipilimumab/nivolumab, increased NER was only statistically significantly associated with shorter OS. The impact of baseline NER on PFS and OS was independent of IMDC risk stratification. No clear correlation was found between baseline NER and RECIST response or maximal tumour shrinkage. In two additional databases, NER was also associated with PFS and OS in first-line vascular-endothelial-growth-factor-receptor tyrosine-kinase-inhibitors (VEGFR-TKIs), but not to disease-free survival in the post-nephrectomy setting. Lower NER was associated with intratumoural molecular features possibly associated with better outcome on immune checkpoint inhibitors. INTERPRETATION Lower baseline NER is associated with better PFS and OS, independent of IMDC risk score, in m-ccRCC patients treated with ipilimumab/nivolumab or nivolumab. It correlates with intratumoural molecular features possibly associated with better outcome on immune checkpoint inhibitors. The predictive power of this biomarker is probably limited and insufficient for patient selection.
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Affiliation(s)
- Yana Beulque
- Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Lisa Kinget
- Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Eduard Roussel
- Department of Urology, University Hospitals Leuven, Leuven, Belgium
| | - Sajedeh Mobaraki
- Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium
| | | | - Philip R Debruyne
- Department of General Medical Oncology, AZ Groeninge, Kortrijk, Belgium; Medical Technology Research Centre (MTRC), School of Life Sciences, Anglia Ruskin University, Cambridge, UK; School of Nursing and Midwifery, University of Plymouth, Plymouth, UK
| | - Yannick Van Herck
- Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium
| | | | | | - Abhishek D Garg
- Laboratory of Cell Stress & Immunity (CSI), Department of Cellular & Molecular Medicine, KU Leuven, Leuven, Belgium
| | - Jessica Zucman-Rossi
- Inserm, UMRS-1138, Génomique fonctionnelle des tumeurs solides, Centre de recherche des Cordeliers, Paris, France
| | - Gabrielle Couchy
- Inserm, UMRS-1138, Génomique fonctionnelle des tumeurs solides, Centre de recherche des Cordeliers, Paris, France
| | - Maarten Albersen
- Department of Urology, University Hospitals Leuven, Leuven, Belgium
| | - Liesbeth De Wever
- Department of Radiology, University Hospitals Leuven, Leuven, Belgium
| | - Lorenz Haaker
- Department of Medical Oncology, AZ Sint Lucas, Brugge, Belgium
| | - Benoit Beuselinck
- Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium.
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Ma J, Del Balzo L, Walch H, Khaleel S, Knezevic A, Flynn J, Zhang Z, Eichholz J, Doshi SD, Voss MH, Freeman B, Ari Hakimi A, Lee CH, Bale TA, Kelly D, Mueller BA, Mann J, Yu Y, Zinovoy M, Chen L, Cuaron J, Khan A, Yamada Y, Shin JY, Beal K, Moss NS, Carlo MI, Motzer RJ, Imber BS, Kotecha RR, Pike LRG. Clinical Outcomes and Targeted Genomic Analysis of Renal Cell Carcinoma Brain Metastases Treated with Stereotactic Radiosurgery. Eur Urol Oncol 2024:S2588-9311(24)00178-0. [PMID: 39107179 DOI: 10.1016/j.euo.2024.07.005] [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: 05/02/2023] [Revised: 06/28/2024] [Accepted: 07/09/2024] [Indexed: 08/09/2024]
Abstract
BACKGROUND Molecular profiles of renal cell carcinoma (RCC) brain metastases (BMs) are not well characterized. Effective management with locoregional therapies, including stereotactic radiosurgery (SRS), is critical as systemic therapy advancements have improved overall survival (OS). OBJECTIVE To identify clinicogenomic features of RCC BMs treated with SRS in a large patient cohort. DESIGN, SETTING, AND PARTICIPANTS A single-institution retrospective analysis was conducted of all RCC BM patients treated with SRS from January 1, 2010 to March 31, 2021. INTERVENTION SRS for RCC BMs. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS Next-generation sequencing was performed to identify gene alterations more prevalent in BM patients. Clinical factors and genes altered in ≥10% of samples were assessed per patient using Cox proportional hazards models and per individual BM using clustered competing risks regression with competing risk of death. RESULTS AND LIMITATIONS Ninety-one RCC BM patients underwent SRS to 212 BMs, with a median follow-up of 38.8 mo for patients who survived. The median intracranial progression-free survival and OS were 7.8 (interquartile range [IQR] 5.7-11) and 21 (IQR 16-32) mo, respectively. Durable local control of 83% was achieved at 12 mo after SRS, and 59% of lesions initially meeting the radiographic criteria for progression at 3-mo evaluation would be considered to represent pseudoprogression at 6-mo evaluation. A comparison of genomic alterations at both the gene and the pathway level for BM+ patients compared with BM- patients revealed phosphoinositide 3-kinase (PI3K) pathway alterations to be more prevalent in BM+ patients (43% vs 16%, p = 0.001, q = 0.01), with the majority being PTEN alterations (17% vs 2.7%, p = 0.003, q = 0.041). CONCLUSIONS To our knowledge, this is the largest study investigating genomic profiles of RCC BMs and the only such study with annotated intracranial outcomes. SRS provides durable in-field local control of BMs. Recognizing post-SRS pseudoprogression is crucial to ensure appropriate management. The incidence of PI3K pathway alterations is more prevalent in BM+ patients than in BM- patients and warrants further investigation in a prospective setting. PATIENT SUMMARY We examined the outcomes of radiotherapy for the treatment of brain metastases in kidney cancer patients at a single large referral center. We found that radiation provides good control of brain tumors, and certain genetic mutations may be found more commonly in patients with brain metastasis.
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Affiliation(s)
- Jennifer Ma
- Department of Radiation Oncology and Brain Metastasis Center, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Luke Del Balzo
- Department of Radiation Oncology and Brain Metastasis Center, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Medical College of Georgia, Augusta, GA, USA
| | - Henry Walch
- Department of Epidemiology-Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Sari Khaleel
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Andrea Knezevic
- Department of Epidemiology-Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jessica Flynn
- Department of Epidemiology-Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Zhigang Zhang
- Department of Epidemiology-Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jordan Eichholz
- Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Sahil D Doshi
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Martin H Voss
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Benjamin Freeman
- Department of Surgical Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - A Ari Hakimi
- Department of Surgical Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Chung-Han Lee
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Tejus A Bale
- Department of Molecular Diagnostics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Daniel Kelly
- Technology Division, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Boris A Mueller
- Department of Radiation Oncology and Brain Metastasis Center, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Justin Mann
- Department of Radiation Oncology and Brain Metastasis Center, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Yao Yu
- Department of Radiation Oncology and Brain Metastasis Center, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Melissa Zinovoy
- Department of Radiation Oncology and Brain Metastasis Center, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Linda Chen
- Department of Radiation Oncology and Brain Metastasis Center, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - John Cuaron
- Department of Radiation Oncology and Brain Metastasis Center, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Atif Khan
- Department of Radiation Oncology and Brain Metastasis Center, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Yoshiya Yamada
- Department of Radiation Oncology and Brain Metastasis Center, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jacob Y Shin
- Department of Radiation Oncology and Brain Metastasis Center, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Kathryn Beal
- Department of Radiation Oncology and Brain Metastasis Center, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Nelson S Moss
- Department of Neurosurgery and Brain Metastasis Center, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Maria I Carlo
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Robert J Motzer
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Brandon S Imber
- Department of Radiation Oncology and Brain Metastasis Center, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ritesh R Kotecha
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Luke R G Pike
- Department of Radiation Oncology and Brain Metastasis Center, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
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Zhang Y, Zhang C, He J, Lai G, Li W, Zeng H, Zhong X, Xie B. Comprehensive analysis of single cell and bulk RNA sequencing reveals the heterogeneity of melanoma tumor microenvironment and predicts the response of immunotherapy. Inflamm Res 2024; 73:1393-1409. [PMID: 38896289 DOI: 10.1007/s00011-024-01905-5] [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: 03/26/2024] [Revised: 06/07/2024] [Accepted: 06/09/2024] [Indexed: 06/21/2024] Open
Abstract
BACKGROUND Tumor microenvironment (TME) heterogeneity is an important factor affecting the treatment response of immune checkpoint inhibitors (ICI). However, the TME heterogeneity of melanoma is still widely characterized. METHODS We downloaded the single-cell sequencing data sets of two melanoma patients from the GEO database, and used the "Scissor" algorithm and the "BayesPrism" algorithm to comprehensively analyze the characteristics of microenvironment cells based on single-cell and bulk RNA-seq data. The prediction model of immunotherapy response was constructed by machine learning and verified in three cohorts of GEO database. RESULTS We identified seven cell types. In the Scissor+ subtype cell population, the top three were T cells, B cells and melanoma cells. In the Scissor- subtype, there are more macrophages. By quantifying the characteristics of TME, significant differences in B cells between responders and non-responders were observed. The higher the proportion of B cells, the better the prognosis. At the same time, macrophages in the non-responsive group increased significantly. Finally, nine gene features for predicting ICI response were constructed, and their predictive performance was superior in three external validation groups. CONCLUSION Our study revealed the heterogeneity of melanoma TME and found a new predictive biomarker, which provided theoretical support and new insights for precise immunotherapy of melanoma patients.
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Affiliation(s)
- Yuan Zhang
- Department of Epidemiology and Health Statistics, School of Public Health, Chongqing Medical University, Yixue Road, Chongqing, 400016, China
- Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China
| | - Cong Zhang
- Department of Epidemiology and Health Statistics, School of Public Health, Chongqing Medical University, Yixue Road, Chongqing, 400016, China
- Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China
| | - Jing He
- Department of Epidemiology and Health Statistics, School of Public Health, Chongqing Medical University, Yixue Road, Chongqing, 400016, China
- Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China
| | - Guichuan Lai
- Department of Epidemiology and Health Statistics, School of Public Health, Chongqing Medical University, Yixue Road, Chongqing, 400016, China
- Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China
| | - Wenlong Li
- Department of Epidemiology and Health Statistics, School of Public Health, Chongqing Medical University, Yixue Road, Chongqing, 400016, China
- Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China
| | - Haijiao Zeng
- Department of Epidemiology and Health Statistics, School of Public Health, Chongqing Medical University, Yixue Road, Chongqing, 400016, China
- Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China
| | - Xiaoni Zhong
- Department of Epidemiology and Health Statistics, School of Public Health, Chongqing Medical University, Yixue Road, Chongqing, 400016, China.
- Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China.
| | - Biao Xie
- Department of Epidemiology and Health Statistics, School of Public Health, Chongqing Medical University, Yixue Road, Chongqing, 400016, China.
- Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China.
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Powles T, Albiges L, Bex A, Comperat E, Grünwald V, Kanesvaran R, Kitamura H, McKay R, Porta C, Procopio G, Schmidinger M, Suarez C, Teoh J, de Velasco G, Young M, Gillessen S. Renal cell carcinoma: ESMO Clinical Practice Guideline for diagnosis, treatment and follow-up. Ann Oncol 2024; 35:692-706. [PMID: 38788900 DOI: 10.1016/j.annonc.2024.05.537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Revised: 05/03/2024] [Accepted: 05/13/2024] [Indexed: 05/26/2024] Open
Affiliation(s)
- T Powles
- Barts Cancer Institute, Department of Medical Oncology, Queen Mary University of London and Royal Free London NHS Foundation Trust, London, UK
| | - L Albiges
- Université Paris Saclay, Institut Gustave Roussy, Villejuif, France
| | - A Bex
- Specialist Centre for Kidney Cancer, Royal Free London NHS Foundation Trust, London; Division of Surgery and Interventional Science, University College London, London, UK; Department of Urology, The Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - E Comperat
- Department of Pathology, Medical University of Vienna, General Hospital of Vienna, Vienna, Austria
| | - V Grünwald
- Interdisciplinary Genitourinary Oncology, West German Cancer Center Clinic for Internal Medicine and Clinic for Urology, University Hospital Essen, Essen, Germany
| | - R Kanesvaran
- Division of Medical Oncology, National Cancer Centre, Singapore, Singapore
| | - H Kitamura
- Department of Urology, Faculty of Medicine, University of Toyama, Toyama, Japan
| | - R McKay
- Department of Medicine and Urology, University of California San Diego, La Jolla, USA
| | - C Porta
- Interdisciplinary Department of Medicine, University of Bari 'A. Moro', Bari; Division of Medical Oncology, A.O.U. Consorziale Policlinico di Bari, Bari
| | - G Procopio
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - M Schmidinger
- Department of Urology, Medical University of Vienna, Vienna, Austria
| | - C Suarez
- Medical Oncology, Vall d'Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d'Hebron, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - J Teoh
- S. H. Ho Urology Centre, Department of Surgery, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - G de Velasco
- Instituto de Investigación i+12 and Departamento de Oncología Médica, Hospital University 12 de Octubre, Madrid, Spain
| | - M Young
- Barts Cancer Institute, Department of Medical Oncology, Queen Mary University of London and Royal Free London NHS Foundation Trust, London, UK; Barts Cancer Institute, Department of Experimental Cancer Medicine, Queen Mary University of London, London, UK
| | - S Gillessen
- Oncology Institute of Southern Switzerland (IOSI), Ente Ospedaliero Cantonale (EOC), Bellinzona; Università della Svizzera Italiana, Lugano, Switzerland
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Blas L, Monji K, Mutaguchi J, Kobayashi S, Goto S, Matsumoto T, Shiota M, Inokuchi J, Eto M. Current status and future perspective of immunotherapy for renal cell carcinoma. Int J Clin Oncol 2024; 29:1105-1114. [PMID: 38108981 DOI: 10.1007/s10147-023-02446-3] [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: 10/24/2023] [Accepted: 11/21/2023] [Indexed: 12/19/2023]
Abstract
In the last decade, the standard treatment for advanced renal cell carcinoma (RCC) has evolved, mainly driven by the development and approval of immune checkpoint inhibitors (ICIs). Currently, ICI monotherapy and ICI-based combinations with tyrosine kinase inhibitors and targeted therapies against mammalian target of rapamycin or vascular endothelial growth factor have become new standard treatments for first-line and subsequent-line therapies. ICIs play an important role as an adjuvant postoperative therapy, and this field is the subject of active research. Furthermore, ongoing randomized controlled trials are investigating the clinical value of more intense treatments by combining multiple effective treatments for RCC. Additionally, novel biomarkers for prognosis have been investigated. This study reviews the current evidence on immunotherapy as a treatment for RCC patients, randomized controlled trials, and ongoing studies including RCC patients and recent findings, and discusses future perspectives.
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Affiliation(s)
- Leandro Blas
- Department of Urology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka, 812-8582, Japan
| | - Keisuke Monji
- Department of Urology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka, 812-8582, Japan.
| | - Jun Mutaguchi
- Department of Urology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka, 812-8582, Japan
| | - Satoshi Kobayashi
- Department of Urology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka, 812-8582, Japan
| | - Shunsuke Goto
- Department of Urology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka, 812-8582, Japan
| | - Takashi Matsumoto
- Department of Urology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka, 812-8582, Japan
| | - Masaki Shiota
- Department of Urology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka, 812-8582, Japan
| | - Junichi Inokuchi
- Department of Urology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka, 812-8582, Japan
| | - Masatoshi Eto
- Department of Urology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka, 812-8582, Japan
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Belluomini L, Cesta Incani U, Smimmo A, Avancini A, Sposito M, Insolda J, Mariangela Scaglione I, Gattazzo F, Caligola S, Adamo A, Conciatori F, Bazzichetto C, Ugel S, Giannarelli D, Pilotto S, Milella M. Prognostic impact of Interleukin-8 levels in lung cancer: A meta-analysis and a bioinformatic validation. Lung Cancer 2024; 194:107893. [PMID: 39008934 DOI: 10.1016/j.lungcan.2024.107893] [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: 05/23/2024] [Revised: 07/10/2024] [Accepted: 07/11/2024] [Indexed: 07/17/2024]
Abstract
BACKGROUND High interleukin-8 (IL-8) levels have been linked to poor prognosis in lung cancer, but conclusive data are lacking. MATERIALS AND METHODS A comprehensive search was conducted on April 1st, 2023, from electronic databases, focusing on studies with IL-8 expression evaluations and the availability of hazard ratio (HR) and 95% confidence intervals (CI) for overall survival (OS), progression-free survival (PFS) and disease-free survival (DFS) or adequate data for their estimation. Then, we examined IL-8 and CXCR1 RNA-seq data from The Cancer Genome Atlas (TCGA) dataset, and we correlated these data with OS. RESULTS Among 2655 produced records, 10 manuscripts involving both non-small cell lung cancer and small cell lung cancer, were included in the analysis. Two manuscripts and one study included two and three different cohorts, respectively, for a total of 14 cohorts of patients. Overall, 4 cohorts evaluated IL-8 levels in patients treated with chemotherapy, 3 cohorts immunotherapy, 2 cohorts surgical patients and 4 cohorts other treatments; 1 cohort was removed, as the type of treatments was lacking. The 12 cohorts included in the OS analysis revealed that patients with high IL-8 levels have a lower OS probability, as compared to patients with low IL-8 levels (HR=1.75, 95 % CI 1.36-2.26). No significant difference between patients with high and low IL-8 levels was observed in the 8 cohorts available for PFS analysis. Sensitivity analysis according to treatment revealed significant PFS and OS differences for patients treated with chemotherapy or immunotherapy. Analysis of RNA-seq data from TCGA, confirmed the correlation between high IL-8 and CXCR1 expression and worse OS in patients with resected lung cancer. CONCLUSION To the best of our knowledge, this study represents the first meta-analysis demonstrating a negative prognostic impact of high IL-8 level in lung cancer, particularly in patients treated with chemotherapy and/or immunotherapy.
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Affiliation(s)
- Lorenzo Belluomini
- Section of Innovation Biomedicine - Oncology Area, Department of Engineering for Innovation Medicine (DIMI), University of Verona and Verona University Hospital Trust, Verona, Italy.
| | - Ursula Cesta Incani
- Section of Innovation Biomedicine - Oncology Area, Department of Engineering for Innovation Medicine (DIMI), University of Verona and Verona University Hospital Trust, Verona, Italy.
| | - Annafrancesca Smimmo
- Medical Statistics Unit, University of Campania " Luigi Vanvitelli ", Napoli, Italy.
| | - Alice Avancini
- Section of Innovation Biomedicine - Oncology Area, Department of Engineering for Innovation Medicine (DIMI), University of Verona and Verona University Hospital Trust, Verona, Italy; Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy.
| | - Marco Sposito
- Section of Innovation Biomedicine - Oncology Area, Department of Engineering for Innovation Medicine (DIMI), University of Verona and Verona University Hospital Trust, Verona, Italy.
| | - Jessica Insolda
- Section of Innovation Biomedicine - Oncology Area, Department of Engineering for Innovation Medicine (DIMI), University of Verona and Verona University Hospital Trust, Verona, Italy.
| | - Ilaria Mariangela Scaglione
- Section of Innovation Biomedicine - Oncology Area, Department of Engineering for Innovation Medicine (DIMI), University of Verona and Verona University Hospital Trust, Verona, Italy.
| | - Federica Gattazzo
- Università Cattolica del Sacro Cuore, Piacenza, Italy; INSERM U1015, Gustave Roussy Cancer Campus, Villejuif, France.
| | | | - Annalisa Adamo
- Section of Immunology, Department of Medicine, University of Verona, Verona, Italy.
| | - Fabiana Conciatori
- Preclinical Models and New Therapeutic Agents Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy.
| | - Chiara Bazzichetto
- Preclinical Models and New Therapeutic Agents Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy.
| | - Stefano Ugel
- Section of Immunology, Department of Medicine, University of Verona, Verona, Italy.
| | - Diana Giannarelli
- Biostatistical Unit, Comprehensive Cancer Center, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Italy.
| | - Sara Pilotto
- Section of Innovation Biomedicine - Oncology Area, Department of Engineering for Innovation Medicine (DIMI), University of Verona and Verona University Hospital Trust, Verona, Italy.
| | - Michele Milella
- Section of Innovation Biomedicine - Oncology Area, Department of Engineering for Innovation Medicine (DIMI), University of Verona and Verona University Hospital Trust, Verona, Italy.
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Lao S, Chen Z, Wang W, Zheng Y, Xiong S, He P, Yi H, Li J, Li F, Li S, He M, Liu X, Qi C, He J, Liang W. Prognostic patterns in invasion lymph nodes of lung adenocarcinoma reveal distinct tumor microenvironments. NPJ Precis Oncol 2024; 8:164. [PMID: 39080406 PMCID: PMC11289302 DOI: 10.1038/s41698-024-00639-1] [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: 12/02/2023] [Accepted: 07/09/2024] [Indexed: 08/02/2024] Open
Abstract
Tumor-draining lymph nodes (TDLNs) are usually the first station of tumor metastasis in lung cancer. TDLNs+ have distinct pathomorphologic and tumor microenvironment (TME)-compositional patterns, which still need to be thoroughly investigated in lung adenocarcinoma (LUAD). Here, we enrolled 312 LUAD patients with TDLNs+ from our institution between 2015 and 2019. 3DHISTECH was used to scan all of the TDLNs+. Based on morphologic features, TDLNs+ patterns were classified as polarized-type or scattered-type, and TME-compositional patterns were classified as colloid-type, necrosis-type, specific-type, and common-type. Multivariate analysis revealed an increased risk of early recurrence associated with scattered-type (HR 2.37, 95% CI: 1.06-5.28), colloid-type (HR 1.95, 95% CI: 1.03-3.67), and necrosis-type (HR 2.21, 95% CI: 1.13-4.89). NanoString transcriptional analysis revealed an immunosuppression and vascular invasion hallmark in scattered and necrosis patterns and an immunoactivated hallmark in polarized and common patterns. According to imaging mass cytometry (IMC), the scattered and necrosis patterns revealed that germinal centers (GC) were compromised, GCB cell and T cell proliferation were deficient, tumor cells had the potential for proliferation, and the immune attack may be weaker. In this study, we present evidence that LUAD patients have distinct patterns and immune hallmarks of TDLNs+ related to their prognosis.
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Affiliation(s)
- Shen Lao
- Department of Thoracic Surgery and Oncology, The First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease and National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Healthy, Guangzhou, China
| | - Zisheng Chen
- Department of Thoracic Surgery and Oncology, The First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease and National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Healthy, Guangzhou, China
- Department of Respiratory and Critical Care Medicine, the Affiliated Qingyuan Hospital, Guangzhou Medical University, Qingyuan People's Hospital, Qingyuan, 511518, China
| | - Wei Wang
- Department of Thoracic Surgery and Oncology, The First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease and National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Healthy, Guangzhou, China
| | - Yongmei Zheng
- Department of Thoracic Surgery and Oncology, The First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease and National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Healthy, Guangzhou, China
| | - Shan Xiong
- Department of Thoracic Surgery and Oncology, The First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease and National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Healthy, Guangzhou, China
| | - Ping He
- Department of Pathology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Huan Yi
- The State Key Laboratory of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Diagnostics Co., Ltd, Nanjing, China
| | - Jianfu Li
- Department of Thoracic Surgery and Oncology, The First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease and National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Healthy, Guangzhou, China
| | - Feng Li
- Department of Thoracic Surgery and Oncology, The First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease and National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Healthy, Guangzhou, China
| | - Shuting Li
- Department of Pathology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Miao He
- Department of Thoracic Surgery and Oncology, The First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease and National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Healthy, Guangzhou, China
| | - Xiaoyan Liu
- Department of Thoracic Surgery and Oncology, The First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease and National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Healthy, Guangzhou, China
| | - Chuang Qi
- The State Key Laboratory of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Diagnostics Co., Ltd, Nanjing, China
| | - Jianxing He
- Department of Thoracic Surgery and Oncology, The First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease and National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Healthy, Guangzhou, China.
| | - Wenhua Liang
- Department of Thoracic Surgery and Oncology, The First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease and National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Healthy, Guangzhou, China.
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Jiang Z, Fang Z, Hong D, Wang X. Cancer Immunotherapy with "Vascular-Immune" Crosstalk as Entry Point: Associated Mechanisms, Therapeutic Drugs and Nano-Delivery Systems. Int J Nanomedicine 2024; 19:7383-7398. [PMID: 39050878 PMCID: PMC11268745 DOI: 10.2147/ijn.s467222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Accepted: 07/04/2024] [Indexed: 07/27/2024] Open
Abstract
Tumor vessels characterized by abnormal functions and structures hinder the infiltration and immune antigen presentation of immune cells by inducing the formation of an immunosuppressive microenvironment ("cold" environment). Vascular-targeted therapy has been proven to enhance immune stimulation and the effectiveness of immunotherapy by modulating the "cold" microenvironment, such as hypoxia and an acidic microenvironment. Notably, a therapeutic strategy based on "vascular-immune" crosstalk can achieve dual regulation of tumor vessels and the immune system by reprogramming the tumor microenvironment (TME), thus forming a positive feedback loop between tumor vessels and the immune microenvironment. From this perspective, we discuss the factors of tumor angiogenesis and "cold" TME formation. Building on this foundation, some vascular-targeted therapeutic drugs will be elaborated upon in detail to achieve dual regulation of tumor vessels and immunity. More importantly, we focus on cutting-edge nanotechnology in view of "vascular-immune" crosstalk and discuss the rational fabrication of tailor-made nanosystems for efficiently enhancing immunotherapy.
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Affiliation(s)
- Zhijie Jiang
- Department of Clinical Pharmacy, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, People’s Republic of China
| | - Zhujun Fang
- Department of Clinical Pharmacy, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, People’s Republic of China
| | - Dongsheng Hong
- Department of Clinical Pharmacy, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, People’s Republic of China
| | - Xiaojuan Wang
- Department of Clinical Pharmacy, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, People’s Republic of China
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Jiao M, Hu M, Pan D, Liu X, Bao X, Kim J, Li F, Li CY. VHL loss enhances antitumor immunity by activating the anti-viral DNA-sensing pathway. iScience 2024; 27:110285. [PMID: 39050705 PMCID: PMC11267025 DOI: 10.1016/j.isci.2024.110285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Revised: 05/14/2024] [Accepted: 06/13/2024] [Indexed: 07/27/2024] Open
Abstract
von Hippel-Lindau (VHL), known as a tumor suppressor gene, is frequently mutated in clear cell renal cell carcinoma (ccRCC). However, VHL mutation is not sufficient to promote tumor formation. In most cases other than ccRCC, VHL loss alters cellular homeostasis and causes cell stress and metabolic changes by stabilizing hypoxia-inducible factor (HIF) levels, resulting in a fitness disadvantage. In addition, the function of VHL in regulating immune response is still not well established. In this study, we demonstrate that VHL loss enhances the efficacy of anti-programmed death 1 (PD1) treatment in multiple murine tumor models in a T cell-dependent manner. Mechanistically, we discovered that upregulation of HIF1α/2α induced by VHL loss decreased mitochondrial outer membrane potential and caused the cytoplasmic leakage of mitochondrial DNA, which triggered cyclic GMP-AMP synthase-stimulator of interferon genes (cGAS-STING) activation and induced type I interferons. Our study thus provided mechanistic insights into the role of VHL gene loss in boosting antitumor immunity.
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Affiliation(s)
- Meng Jiao
- Department of Dermatology, Duke University Medical Center, Durham, NC 27710, USA
| | - Mengjie Hu
- Department of Dermatology, Duke University Medical Center, Durham, NC 27710, USA
| | - Dong Pan
- Department of Dermatology, Duke University Medical Center, Durham, NC 27710, USA
| | - Xinjian Liu
- Department of Biochemistry, Molecular Cancer Research Center, School of Medicine, Sun Yat-sen University, Shenzhen, Guangdong, China
| | - Xuhui Bao
- Department of Dermatology, Duke University Medical Center, Durham, NC 27710, USA
| | - Jonathan Kim
- School of Medicine, Duke University, Durham, NC 27710, USA
| | - Fang Li
- Department of Dermatology, Duke University Medical Center, Durham, NC 27710, USA
| | - Chuan-Yuan Li
- Department of Dermatology, Duke University Medical Center, Durham, NC 27710, USA
- Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, NC 27710, USA
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41
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Liu B, Zhou H, Tan L, Siu KTH, Guan XY. Exploring treatment options in cancer: Tumor treatment strategies. Signal Transduct Target Ther 2024; 9:175. [PMID: 39013849 PMCID: PMC11252281 DOI: 10.1038/s41392-024-01856-7] [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: 01/23/2024] [Revised: 04/24/2024] [Accepted: 04/29/2024] [Indexed: 07/18/2024] Open
Abstract
Traditional therapeutic approaches such as chemotherapy and radiation therapy have burdened cancer patients with onerous physical and psychological challenges. Encouragingly, the landscape of tumor treatment has undergone a comprehensive and remarkable transformation. Emerging as fervently pursued modalities are small molecule targeted agents, antibody-drug conjugates (ADCs), cell-based therapies, and gene therapy. These cutting-edge treatment modalities not only afford personalized and precise tumor targeting, but also provide patients with enhanced therapeutic comfort and the potential to impede disease progression. Nonetheless, it is acknowledged that these therapeutic strategies still harbour untapped potential for further advancement. Gaining a comprehensive understanding of the merits and limitations of these treatment modalities holds the promise of offering novel perspectives for clinical practice and foundational research endeavours. In this review, we discussed the different treatment modalities, including small molecule targeted drugs, peptide drugs, antibody drugs, cell therapy, and gene therapy. It will provide a detailed explanation of each method, addressing their status of development, clinical challenges, and potential solutions. The aim is to assist clinicians and researchers in gaining a deeper understanding of these diverse treatment options, enabling them to carry out effective treatment and advance their research more efficiently.
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Affiliation(s)
- Beilei Liu
- Department of Clinical Oncology, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China
- Department of Clinical Oncology, The University of Hong Kong, Hong Kong, China
- State Key Laboratory for Liver Research, The University of Hong Kong, Hong Kong, China
| | - Hongyu Zhou
- Department of Clinical Oncology, The University of Hong Kong, Hong Kong, China
| | - Licheng Tan
- Department of Clinical Oncology, The University of Hong Kong, Hong Kong, China
| | - Kin To Hugo Siu
- Department of Clinical Oncology, The University of Hong Kong, Hong Kong, China
| | - Xin-Yuan Guan
- Department of Clinical Oncology, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China.
- Department of Clinical Oncology, The University of Hong Kong, Hong Kong, China.
- State Key Laboratory for Liver Research, The University of Hong Kong, Hong Kong, China.
- Advanced Energy Science and Technology Guangdong Laboratory, Huizhou, China.
- MOE Key Laboratory of Tumor Molecular Biology, Jinan University, Guangzhou, China.
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Yu Y, Yu M, Luo L, Zhang Z, Zeng H, Chen Y, Lin Z, Chen M, Wang W. Molecular characteristics and immune microenvironment of gastrointestinal stromal tumours: targets for therapeutic strategies. Front Oncol 2024; 14:1405727. [PMID: 39070147 PMCID: PMC11272528 DOI: 10.3389/fonc.2024.1405727] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2024] [Accepted: 06/24/2024] [Indexed: 07/30/2024] Open
Abstract
Gastrointestinal stromal tumours (GISTs) are the most common mesenchymal tumours, arising mainly from the interstitial cells of Cajal (ICCs) of the gastrointestinal tract. As radiotherapy and chemotherapy are generally ineffective for GISTs, the current primary treatment is surgical resection. However, surgical resection is not choice for most patients. Therefore, new therapeutic strategies are urgently needed. Targeted therapy, represented by tyrosine kinase inhibitors (TKIs), and immunotherapy, represented by immune checkpoint inhibitor therapies and chimeric antigen receptor T-cell immunotherapy (CAR-T), offer new therapeutic options in GISTs and have shown promising treatment responses. In this review, we summarize the molecular classification and immune microenvironment of GISTs and discuss the corresponding targeted therapy and immunotherapy options. This updated knowledge may provide more options for future therapeutic strategies and applications in GISTs.
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Affiliation(s)
- Yang Yu
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine, Guangzhou, Guangdong, China
| | - Mengdie Yu
- Guangzhou KingMed Diagnostics Group Co., Ltd., Guangzhou, Guangdong, China
| | - Lijie Luo
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine, Guangzhou, Guangdong, China
| | - Zijing Zhang
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine, Guangzhou, Guangdong, China
| | - Haiping Zeng
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine, Guangzhou, Guangdong, China
| | - Yan Chen
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine, Guangzhou, Guangdong, China
| | - Zeyu Lin
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine, Guangzhou, Guangdong, China
| | - Mengnan Chen
- Department of Thyroid and Breast Surgery, Baiyun Hospital, The First Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine, Guangzhou, Guangdong, China
| | - Wei Wang
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine, Guangzhou, Guangdong, China
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Coulton A, Murai J, Qian D, Thakkar K, Lewis CE, Litchfield K. Using a pan-cancer atlas to investigate tumour associated macrophages as regulators of immunotherapy response. Nat Commun 2024; 15:5665. [PMID: 38969631 PMCID: PMC11226649 DOI: 10.1038/s41467-024-49885-8] [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: 02/27/2023] [Accepted: 06/24/2024] [Indexed: 07/07/2024] Open
Abstract
The paradigm for macrophage characterization has evolved from the simple M1/M2 dichotomy to a more complex model that encompasses the broad spectrum of macrophage phenotypic diversity, due to differences in ontogeny and/or local stimuli. We currently lack an in-depth pan-cancer single cell RNA-seq (scRNAseq) atlas of tumour-associated macrophages (TAMs) that fully captures this complexity. In addition, an increased understanding of macrophage diversity could help to explain the variable responses of cancer patients to immunotherapy. Our atlas includes well established macrophage subsets as well as a number of additional ones. We associate macrophage composition with tumour phenotype and show macrophage subsets can vary between primary and metastatic tumours growing in sites like the liver. We also examine macrophage-T cell functional cross talk and identify two subsets of TAMs associated with T cell activation. Analysis of TAM signatures in a large cohort of immune checkpoint inhibitor-treated patients (CPI1000 + ) identify multiple TAM subsets associated with response, including the presence of a subset of TAMs that upregulate collagen-related genes. Finally, we demonstrate the utility of our data as a resource and reference atlas for mapping of novel macrophage datasets using projection. Overall, these advances represent an important step in both macrophage classification and overcoming resistance to immunotherapies in cancer.
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Affiliation(s)
- Alexander Coulton
- The Tumour Immunogenomics and Immunosurveillance (TIGI) Lab, UCL Cancer Institute, London, WC1E 6DD, UK
| | - Jun Murai
- The Tumour Immunogenomics and Immunosurveillance (TIGI) Lab, UCL Cancer Institute, London, WC1E 6DD, UK
| | - Danwen Qian
- The Tumour Immunogenomics and Immunosurveillance (TIGI) Lab, UCL Cancer Institute, London, WC1E 6DD, UK
| | - Krupa Thakkar
- The Tumour Immunogenomics and Immunosurveillance (TIGI) Lab, UCL Cancer Institute, London, WC1E 6DD, UK
| | - Claire E Lewis
- Department of Oncology and Metabolism, University of Sheffield Medical School, Beech Hill Road, Sheffield, Yorkshire, S10 2RX, UK.
| | - Kevin Litchfield
- The Tumour Immunogenomics and Immunosurveillance (TIGI) Lab, UCL Cancer Institute, London, WC1E 6DD, UK.
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Wu G, Li T, Chen Y, Ye S, Zhou S, Tian X, Anwaier A, Zhu S, Xu W, Hao X, Ye D, Zhang H. Deciphering glutamine metabolism patterns for malignancy and tumor microenvironment in clear cell renal cell carcinoma. Clin Exp Med 2024; 24:152. [PMID: 38970690 PMCID: PMC11227463 DOI: 10.1007/s10238-024-01390-4] [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: 04/20/2024] [Accepted: 06/05/2024] [Indexed: 07/08/2024]
Abstract
Clear cell renal cell carcinoma (ccRCC) is the most common subtype of kidney cancer characterized by metabolic reprogramming. Glutamine metabolism is pivotal in metabolic reprogramming, contributing to the significant heterogeneity observed in ccRCC. Consequently, developing prognostic markers associated with glutamine metabolism could enhance personalized treatment strategies for ccRCC patients. This study obtained RNA sequencing and clinical data from 763 ccRCC cases sourced from multiple databases. Consensus clustering of 74 glutamine metabolism related genes (GMRGs)- profiles stratified the patients into three clusters, each of which exhibited distinct prognosis, tumor microenvironment, and biological characteristics. Then, six genes (SMTNL2, MIOX, TMEM27, SLC16A12, HRH2, and SAA1) were identified by machine-learning algorithms to develop a predictive signature related to glutamine metabolism, termed as GMRScore. The GMRScore showed significant differences in clinical prognosis, expression profile of immune checkpoints, abundance of immune cells, and immunotherapy response of ccRCC patients. Besides, the nomogram incorporating the GMRScore and clinical features showed strong predictive performance in prognosis of ccRCC patients. ALDH18A1, one of the GRMGs, exhibited elevated expression level in ccRCC and was related to markedly poorer prognosis in the integrated cohort, validated by proteomic profiling of 232 ccRCC samples from Fudan University Shanghai Cancer Center (FUSCC). Conducting western blotting, CCK-8, transwell, and flow cytometry assays, we found the knockdown of ALDH18A1 in ccRCC significantly promoted apoptosis and inhibited proliferation, invasion, and epithelial-mesenchymal transition (EMT) in two human ccRCC cell lines (786-O and 769-P). In conclusion, we developed a glutamine metabolism-related prognostic signature in ccRCC, which is tightly linked to the tumor immune microenvironment and immunotherapy response, potentially facilitating precision therapy for ccRCC patients. Additionally, this study revealed the key role of ALDH18A1 in promoting ccRCC progression for the first time.
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Affiliation(s)
- Gengrun Wu
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai, 200032, People's Republic of China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, People's Republic of China
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China
| | - Teng Li
- Department of Urology, The Affiliated Taian City Central Hospital of Qingdao University, Taian, 271000, People's Republic of China
| | - Yuanbiao Chen
- Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, 533000, People's Republic of China
| | - Shiqi Ye
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai, 200032, People's Republic of China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, People's Republic of China
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China
| | - Siqi Zhou
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai, 200032, People's Republic of China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, People's Republic of China
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China
| | - Xi Tian
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai, 200032, People's Republic of China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, People's Republic of China
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China
| | - Aihetaimujiang Anwaier
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai, 200032, People's Republic of China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, People's Republic of China
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China
| | - Shuxuan Zhu
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai, 200032, People's Republic of China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, People's Republic of China
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China
| | - Wenhao Xu
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai, 200032, People's Republic of China.
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, People's Republic of China.
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China.
| | - Xiaohang Hao
- Department of Urology, The Affiliated Taian City Central Hospital of Qingdao University, Taian, 271000, People's Republic of China.
| | - Dingwei Ye
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai, 200032, People's Republic of China.
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, People's Republic of China.
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China.
| | - Hailiang Zhang
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai, 200032, People's Republic of China.
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, People's Republic of China.
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China.
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Kraxner A, Braun F, Cheng WY, Yang THO, Pipaliya S, Canamero M, Andersson E, Harring SV, Dziadek S, Bröske AME, Ceppi M, Tanos T, Teichgräber V, Charo J. Investigating the complex interplay between fibroblast activation protein α-positive cancer associated fibroblasts and the tumor microenvironment in the context of cancer immunotherapy. Front Immunol 2024; 15:1352632. [PMID: 39035007 PMCID: PMC11258004 DOI: 10.3389/fimmu.2024.1352632] [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: 12/08/2023] [Accepted: 06/19/2024] [Indexed: 07/23/2024] Open
Abstract
Introduction This study investigates the role of Fibroblast Activation Protein (FAP)-positive cancer-associated fibroblasts (FAP+CAF) in shaping the tumor immune microenvironment, focusing on its association with immune cell functionality and cytokine expression patterns. Methods Utilizing immunohistochemistry, we observed elevated FAP+CAF density in metastatic versus primary renal cell carcinoma (RCC) tumors, with higher FAP+CAF correlating with increased T cell infiltration in RCC, a unique phenomenon illustrating the complex interplay between tumor progression, FAP+CAF density, and immune response. Results Analysis of immune cell subsets in FAP+CAF-rich stromal areas further revealed significant correlations between FAP+ stroma and various T cell types, particularly in RCC and non-small cell lung cancer (NSCLC). This was complemented by transcriptomic analyses, expanding the range of stromal and immune cell subsets interrogated, as well as to additional tumor types. This enabled evaluating the association of these subsets with tumor infiltration, tumor vascularization and other components of the tumor microenvironment. Our comprehensive study also encompassed cytokine, angiogenesis, and inflammation gene signatures across different cancer types, revealing heterogeneous cellular composition, cytokine expressions and angiogenic profiles. Through cytokine pathway profiling, we explored the relationship between FAP+CAF density and immune cell states, uncovering potential immunosuppressive circuits that limit anti-tumor activity in tumor-resident immune cells. Conclusions These findings underscore the complexity of tumor biology and the necessity for personalized therapeutic and patient enrichment approaches. The insights gathered from FAP+CAF prevalence, immune infiltration, and gene signatures provide valuable perspectives on tumor microenvironments, aiding in future research and clinical strategy development.
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Affiliation(s)
- Anton Kraxner
- Roche Pharma Research and Early Development, Oncology, Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd., Basel, Switzerland
| | - Franziska Braun
- Roche Pharma Research and Early Development, Data and Analytics, Roche Innovation Center Munich, Roche Diagnostics GmbH, Penzberg, Germany
| | - Wei-Yi Cheng
- Roche Pharma Research and Early Development, Data and Analytics, Roche Translational & Clinical Research Center, F. Hoffmann-La Roche Ltd, Little Falls, NJ, United States
| | - Tai-Hsien Ou Yang
- Roche Pharma Research and Early Development, Data and Analytics, Roche Translational & Clinical Research Center, F. Hoffmann-La Roche Ltd, Little Falls, NJ, United States
| | - Shweta Pipaliya
- Roche Pharma Research and Early Development, Data and Analytics, Roche Innovation Center Zurich, Roche Glycart AG, Schlieren, Switzerland
| | - Marta Canamero
- Roche Pharma Research and Early Development, Oncology, Roche Innovation Center Munich, Roche Diagnostics GmbH, Penzberg, Germany
| | - Emilia Andersson
- Roche Pharma Research and Early Development, Oncology, Roche Innovation Center Munich, Roche Diagnostics GmbH, Penzberg, Germany
| | - Suzana Vega Harring
- Roche Pharma Research and Early Development, Oncology, Roche Innovation Center Munich, Roche Diagnostics GmbH, Penzberg, Germany
| | - Sebastian Dziadek
- Roche Pharma Research and Early Development, Oncology, Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd., Basel, Switzerland
| | - Ann-Marie E. Bröske
- Roche Pharma Research and Early Development, Oncology, Roche Innovation Center Munich, Roche Diagnostics GmbH, Penzberg, Germany
| | - Maurizio Ceppi
- Roche Pharma Research and Early Development, Oncology, Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd., Basel, Switzerland
| | - Tamara Tanos
- Roche Pharma Research and Early Development, Oncology, Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd., Basel, Switzerland
| | - Volker Teichgräber
- Roche Pharma Research and Early Development, Oncology, Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd., Basel, Switzerland
| | - Jehad Charo
- Roche Pharma Research and Early Development, Oncology, Roche Innovation Center Zurich, Roche Glycart AG, Schlieren, Switzerland
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Chen WJ, Pan XW, Song X, Liu ZC, Xu D, Chen JX, Dong KQ, Di SC, Ye JQ, Gan SS, Wang LH, Zhou W, Cui XG. Preoperative neoadjuvant targeted therapy remodels intra-tumoral heterogeneity of clear-cell renal cell carcinoma and ferroptosis inhibition induces resistance progression. Cancer Lett 2024; 593:216963. [PMID: 38768682 DOI: 10.1016/j.canlet.2024.216963] [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: 01/06/2024] [Revised: 04/15/2024] [Accepted: 05/14/2024] [Indexed: 05/22/2024]
Abstract
Neoadjuvant tyrosine kinase inhibitor (TKI) therapy is an important treatment option for advanced renal cell carcinoma (RCC). Many RCC patients may fail to respond or be resistant to TKI therapy. We aimed to explore the key mechanisms of neoadjuvant therapy résistance. We obtained tumor samples from matched pre-treatment biopsy and post-treatment surgical samples and performed single-cell RNA sequencing. Sunitinib-resistant ccRCC cell lines were established. Ferroptosis was detected by ferrous ion and lipid peroxidation levels. Tumor growth and resistance to Sunitinib was validated in vitro and vivo. Immunohistochemistry was used to validate the levels key genes and lipid peroxidation. Multi-center cohorts were included, including TCGA, ICGC, Checkmate-025 and IMmotion151 clinical trial. Survival analysis was performed to identify the associated clinical and genomic variables. Intratumoral heterogeneity was first described in the whole neoadjuvant management. The signature of endothelial cells was correlated with drug sensitivity and progression-free survival. Ferroptosis was shown to be the key biological program in malignant cell resistance. We observed tissue lipid peroxidation was negatively correlated with IL6 and tumor response. TKI-resistant cell line was established. SLC7A11 knockdown promoted cell growth and lipid peroxidation, increased the ferroptosis level, and suppressed the growth of tumor xenografts significantly (P < 0.01). IL6 could reverse the ferroptosis and malignant behavior caused by SLC7A11 (-) via JAK2/STAT3 pathway, which was rescued by the ferroptosis inducer Erastin. Our data indicate that ferroptosis is a novel strategy for advanced RCC treatment, which activated by IL6, providing a new idea for resistance to TKIs.
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Affiliation(s)
- Wen-Jin Chen
- Department of Urology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, 1665 Kongjiang Road, Shanghai, 200092, China; Depanrtment of Urology, Third Affiliated Hospital of the Naval Medical University, Shanghai, 201805, China.
| | - Xiu-Wu Pan
- Department of Urology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, 1665 Kongjiang Road, Shanghai, 200092, China.
| | - Xu Song
- Department of Urology, Shanghai Seventh People's Hospital, Shanghai, 200137, China.
| | - Zi-Chang Liu
- Department of Urology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, 1665 Kongjiang Road, Shanghai, 200092, China.
| | - Da Xu
- Depanrtment of Urology, Third Affiliated Hospital of the Naval Medical University, Shanghai, 201805, China.
| | - Jia-Xin Chen
- Department of Urology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, 1665 Kongjiang Road, Shanghai, 200092, China.
| | - Ke-Qin Dong
- Department of Urology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, 1665 Kongjiang Road, Shanghai, 200092, China.
| | - Si-Chen Di
- Department of Urology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, 1665 Kongjiang Road, Shanghai, 200092, China.
| | - Jian-Qing Ye
- Department of Urology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, 1665 Kongjiang Road, Shanghai, 200092, China.
| | - Si-Shun Gan
- Depanrtment of Urology, Third Affiliated Hospital of the Naval Medical University, Shanghai, 201805, China.
| | - Lin-Hui Wang
- Department of Urology, Changhai Hospital of Naval Medical University, 168 Changhai Road, Shanghai, 200433, China.
| | - Wang Zhou
- Department of Urology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, 1665 Kongjiang Road, Shanghai, 200092, China.
| | - Xin-Gang Cui
- Department of Urology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, 1665 Kongjiang Road, Shanghai, 200092, China; Depanrtment of Urology, Third Affiliated Hospital of the Naval Medical University, Shanghai, 201805, China.
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Wang J, Wang S, Zhang J, Ji D, Huang ZS, Li D. Regulation of VEGF gene expression by bisacridine derivative through promoter i-motif for cancer treatment. Biochim Biophys Acta Gen Subj 2024; 1868:130631. [PMID: 38685534 DOI: 10.1016/j.bbagen.2024.130631] [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: 01/16/2024] [Revised: 04/12/2024] [Accepted: 04/19/2024] [Indexed: 05/02/2024]
Abstract
BACKGROUND Vascular endothelial growth factor (VEGF) is overexpressed in most malignant tumors, which has important impact on tumor angiogenesis and development. Its gene promoter i-motif structure formed by C-rich sequence can regulate gene expression, which is a promising new target for anti-tumor therapy. METHODS We screened various compounds and studied their effects on VEGF through extensive experiments, including SPR, MST, TO displacement, FRET, CD, ESI-MS, NMR, MTT, clone formation, qPCR, Western blot, dual-luciferase reporter assay, immunofluorescence, cell scrape, apoptosis, transwell assay, and animal model. RESULTS After extensive screening, bisacridine derivative B09 was found to have selective binding and stabilization to VEGF promoter i-motif, which could down-regulate VEGF gene expression. B09 showed potent inhibition on MCF-7 and HGC-27 cell proliferation and metastasis. B09 significantly inhibited tumor growth in xenograft mice model with HGC-27 cells, showing decreased VEGF expression analyzed through immunohistochemistry. CONCLUSION B09 could specifically regulate VEGF gene expression, possibly through interacting with promoter i-motif structure. As a lead compound, B09 could be further developed for innovative anti-cancer agent targeting VEGF.
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Affiliation(s)
- Jing Wang
- School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou University City, Guangzhou, PR China
| | - Siyi Wang
- School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou University City, Guangzhou, PR China
| | - Jiahui Zhang
- School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou University City, Guangzhou, PR China
| | - Dongsheng Ji
- School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou University City, Guangzhou, PR China
| | - Zhi-Shu Huang
- School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou University City, Guangzhou, PR China
| | - Ding Li
- School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou University City, Guangzhou, PR China.
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Holder AM, Dedeilia A, Sierra-Davidson K, Cohen S, Liu D, Parikh A, Boland GM. Defining clinically useful biomarkers of immune checkpoint inhibitors in solid tumours. Nat Rev Cancer 2024; 24:498-512. [PMID: 38867074 DOI: 10.1038/s41568-024-00705-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/08/2024] [Indexed: 06/14/2024]
Abstract
Although more than a decade has passed since the approval of immune checkpoint inhibitors (ICIs) for the treatment of melanoma and non-small-cell lung, breast and gastrointestinal cancers, many patients still show limited response. US Food and Drug Administration (FDA)-approved biomarkers include programmed cell death 1 ligand 1 (PDL1) expression, microsatellite status (that is, microsatellite instability-high (MSI-H)) and tumour mutational burden (TMB), but these have limited utility and/or lack standardized testing approaches for pan-cancer applications. Tissue-based analytes (such as tumour gene signatures, tumour antigen presentation or tumour microenvironment profiles) show a correlation with immune response, but equally, these demonstrate limited efficacy, as they represent a single time point and a single spatial assessment. Patient heterogeneity as well as inter- and intra-tumoural differences across different tissue sites and time points represent substantial challenges for static biomarkers. However, dynamic biomarkers such as longitudinal biopsies or novel, less-invasive markers such as blood-based biomarkers, radiomics and the gut microbiome show increasing potential for the dynamic identification of ICI response, and patient-tailored predictors identified through neoadjuvant trials or novel ex vivo tumour models can help to personalize treatment. In this Perspective, we critically assess the multiple new static, dynamic and patient-specific biomarkers, highlight the newest consortia and trial efforts, and provide recommendations for future clinical trials to make meaningful steps forwards in the field.
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Affiliation(s)
- Ashley M Holder
- Department of Surgical Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | | | | | - Sonia Cohen
- Department of Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - David Liu
- Dana Farber Cancer Institute, Boston, MA, USA
| | - Aparna Parikh
- Cancer Center, Massachusetts General Hospital, Boston, MA, USA
| | - Genevieve M Boland
- Department of Surgery, Massachusetts General Hospital, Boston, MA, USA.
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA.
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Wang B, Wang K, Wu D, Sahni S, Jiang P, Ruppin E. Decoupling the correlation between cytotoxic and exhausted T lymphocyte states enhances melanoma immunotherapy response prediction. iScience 2024; 27:109926. [PMID: 38832027 PMCID: PMC11145333 DOI: 10.1016/j.isci.2024.109926] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Revised: 03/24/2024] [Accepted: 05/03/2024] [Indexed: 06/05/2024] Open
Abstract
Cytotoxic T lymphocyte (CTL) and terminal exhausted T lymphocyte (ETL) activities crucially influence immune checkpoint inhibitor (ICI) response. Despite this, the efficacy of ETL and CTL transcriptomic signatures for response prediction remains limited. Investigating this across the TCGA and publicly available single-cell cohorts, we find a strong positive correlation between ETL and CTL expression signatures in most cancers. We hence posited that their limited predictability arises due to their mutually canceling effects on ICI response. Thus, we developed DETACH, a computational method to identify a gene set whose expression pinpoints to a subset of melanoma patients where the CTL and ETL correlation is low. DETACH enhances CTL's prediction accuracy, outperforming existing signatures. DETACH signature genes activity also demonstrates a positive correlation with lymphocyte infiltration and the prevalence of reactive T cells in the tumor microenvironment (TME), advancing our understanding of the CTL cell state within the TME.
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Affiliation(s)
- Binbin Wang
- Cancer Data Science Laboratory, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, MD USA
| | - Kun Wang
- Cancer Data Science Laboratory, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, MD USA
| | - Di Wu
- Laboratory of Pathology, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, MD USA
| | - Sahil Sahni
- Cancer Data Science Laboratory, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, MD USA
| | - Peng Jiang
- Cancer Data Science Laboratory, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, MD USA
| | - Eytan Ruppin
- Cancer Data Science Laboratory, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, MD USA
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Bai X, Xiang D, Huang M, Chen Y. Case report: successful response to bevacizumab combined with erlotinib for a novel FH gene mutation hereditary leiomyoma and renal cell carcinoma. Front Pharmacol 2024; 15:1373020. [PMID: 38974045 PMCID: PMC11224512 DOI: 10.3389/fphar.2024.1373020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Accepted: 06/04/2024] [Indexed: 07/09/2024] Open
Abstract
FH-deficient Renal Cell Carcinoma (FH-deficient RCC) are inherited tumors caused by mutations in the fumarate hydratase (FH) gene, which plays a role in the tricarboxylic acid cycle. These mutations often result in aggressive forms of renal cell carcinoma (RCC) and other tumors. Here, we present a case of FH-deficient RCC in a 43-year-old woman with a history of uterine fibroids. She exhibited a new heterozygous mutation in exon six of the FH gene (c.799_803del, c.781_796del). The patient had multiple bone metastases and small subcutaneous nodules in various areas such as the shoulders, back, and buttocks. Biopsy of a subcutaneous nodule on the right side revealed positive expression of 2-succinate-cysteine (2SC), and FH staining indicated FH expression deletion. The patient underwent treatment with a combination of erlotinib and bevacizumab, which resulted in significant efficacy with moderate side effects. This treatment combination may be recommended as a standard regimen. This case underscores the importance of genetic testing in patients with advanced renal cancer to enhance diagnostic accuracy. Furthermore, it provides insights into potential treatment approaches for FH-deficient RCC.
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Affiliation(s)
- Xiaoming Bai
- Department of Medical Oncology, Jinling Hospital, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
| | - Dan Xiang
- Department of Medical Oncology, Affiliated Jinling Hospital, Medical School of Nanjing University, Nanjing, China
| | - Mengxi Huang
- Department of Medical Oncology, Affiliated Jinling Hospital, Medical School of Nanjing University, Nanjing, China
| | - Yitian Chen
- Department of Medical Oncology, Jinling Hospital, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
- Department of Medical Oncology, Affiliated Jinling Hospital, Medical School of Nanjing University, Nanjing, China
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