1
|
Li X, Liu Y, Gui J, Gan L, Xue J. Cell Identity and Spatial Distribution of PD-1/PD-L1 Blockade Responders. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024:e2400702. [PMID: 39248327 DOI: 10.1002/advs.202400702] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Revised: 07/08/2024] [Indexed: 09/10/2024]
Abstract
The programmed death 1 (PD-1)/programmed death ligand 1 (PD-L1) axis inhibits T cell activity, impairing anti-tumor immunity. Blocking this axis with therapeutic antibodies is one of the most promising anti-tumor immunotherapies. It has long been recognized that PD-1/PD-L1 blockade reinvigorates exhausted T (TEX) cells already present in the tumor microenvironment (TME). However, recent advancements in high-throughput gene sequencing and bioinformatic tools have provided researchers with a more granular and dynamic insight into PD-1/PD-L1 blockade-responding cells, extending beyond the TME and TEX populations. This review provides an update on the cell identity, spatial distribution, and treatment-induced spatiotemporal dynamics of PD-1/PD-L1 blockade responders. It also provides a synopsis of preliminary reports of potential PD-1/PD-L1 blockade responders other than T cells to depict a panoramic picture. Important questions to answer in further studies and the translational and clinical potential of the evolving understandings are also discussed.
Collapse
Affiliation(s)
- Xintong Li
- Division of Thoracic Tumor Multimodality Treatment, State Key Laboratory of Biotherapy and Cancer Center, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Yuanxin Liu
- Division of Thoracic Tumor Multimodality Treatment, State Key Laboratory of Biotherapy and Cancer Center, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Jun Gui
- State Key Laboratory of Systems Medicine for Cancer, Renji-Med X Clinical Stem Cell Research Center, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - Lu Gan
- Research Laboratory of Emergency Medicine, Department of Emergency Medicine, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Jianxin Xue
- Division of Thoracic Tumor Multimodality Treatment, State Key Laboratory of Biotherapy and Cancer Center, National Clinical Research Center for Geriatrics, Laboratory of Clinical Cell Therapy, West China Hospital, Sichuan University, Chengdu, 610041, China
| |
Collapse
|
2
|
Montauti E, Oh DY, Fong L. CD4 + T cells in antitumor immunity. Trends Cancer 2024:S2405-8033(24)00157-2. [PMID: 39242276 DOI: 10.1016/j.trecan.2024.07.009] [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: 06/04/2024] [Revised: 07/24/2024] [Accepted: 07/25/2024] [Indexed: 09/09/2024]
Abstract
Advances in cancer immunotherapy have transformed cancer care and realized unprecedented responses in many patients. The growing arsenal of novel therapeutics - including immune checkpoint inhibition (ICI), adoptive T cell therapies (ACTs), and cancer vaccines - reflects the success of cancer immunotherapy. The therapeutic benefits of these treatment modalities are generally attributed to the enhanced quantity and quality of antitumor CD8+ T cell responses. Nevertheless, CD4+ T cells are now recognized to play key roles in both the priming and effector phases of the antitumor immune response. In addition to providing T cell help through co-stimulation and cytokine production, CD4+ T cells can also possess cytotoxicity either directly on MHC class II-expressing tumor cells or to other cells within the tumor microenvironment (TME). The presence of specific populations of CD4+ T cells, and their intrinsic plasticity, within the TME can represent an important determinant of clinical response to immune checkpoint inhibitors, vaccines, and chimeric antigen receptor (CAR) T cell therapies. Understanding how the antitumor functions of specific CD4+ T cell types are induced while limiting their protumorigenic attributes will enable more successful immunotherapies.
Collapse
Affiliation(s)
- Elena Montauti
- Division of Hematology/Oncology, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - David Y Oh
- Division of Hematology/Oncology, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Lawrence Fong
- Division of Hematology/Oncology, Department of Medicine, University of California San Francisco, San Francisco, CA, USA; Immunotherapy Integrated Research Center, Fred Hutchison Cancer Center, Seattle, WA, USA.
| |
Collapse
|
3
|
Dourado TMH, Nascimento DC, Rosa MH, Assis VO, Pimenta GF, Alves-Filho JC, Tirapelli CR. Mineralocorticoid receptor antagonism partially prevents dysfunction of T cell maturation in rats chronically treated with ethanol. NAUNYN-SCHMIEDEBERG'S ARCHIVES OF PHARMACOLOGY 2024:10.1007/s00210-024-03382-3. [PMID: 39172146 DOI: 10.1007/s00210-024-03382-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Accepted: 08/14/2024] [Indexed: 08/23/2024]
Abstract
Ethanol consumption induces thymic atrophy and affects T cell maturation in the thymus. However, the mechanisms underlying such effects still need to be fully understood. We attempted to investigate the role of mineralocorticoid receptors (MR) on ethanol-induced thymic atrophy, T cell maturation dysfunction, and the role of oxidative stress in such responses. Male Wistar Hannover rats were treated with ethanol (20%; in volume ratio) and/or potassium canrenoate, an antagonist of MR (MRA; 30 mg/kg/day, gavage) for five weeks. Blockade of MR prevented ethanol-induced increases in the number of double-positive (CD4+CD8+), CD8+ single-positive (CD4-CD8+), CD4+ single-positive (CD4+CD8-), and Foxp3+CD4+ (Treg) cells in the thymus. Ethanol increased NOX2-derived superoxide (O2•-), lipoperoxidation, and superoxide dismutase (SOD) activity in the thymus. Pretreatment with the MRA fully prevented these responses. Apocynin, an antioxidant, prevented ethanol-induced increases in the number of double-positive and CD8+ single-positive cells but failed to prevent the rise in the number of CD4+ single-positive and Treg cells induced by ethanol. Apocynin, but not the MRA, prevented thymic atrophy induced by ethanol. Our findings provided novel evidence for the participation of MR in thymic dysfunction induced by ethanol consumption. Oxidative stress mediates the increase in double-positive and CD8+ single-positive cells in response to MR activation, while positive regulation of CD4+ single-positive and Treg cells is independent of oxidative stress. Oxidative stress is a significant mechanism of thymic atrophy associated with ethanol consumption, but this response is independent of MR activation.
Collapse
Affiliation(s)
- Thales M H Dourado
- Laboratório de Farmacologia, Escola de Enfermagem de Ribeirão Preto, Universidade de São Paulo (USP), Avenida Bandeirantes 3900, Ribeirão Preto, São Paulo, CEP 14040-902, Brazil
- Departamento de Farmacologia, Faculdade de Medicina de Ribeirão Preto, USP, Ribeirão Preto, São Paulo, Brazil
| | - Daniele C Nascimento
- Departamento de Farmacologia, Faculdade de Medicina de Ribeirão Preto, USP, Ribeirão Preto, São Paulo, Brazil
- Centro de Pesquisa Em Doenças Inflamatórias, Faculdade de Medicina de Ribeirão Preto, USP, Ribeirão Preto, São Paulo, Brazil
| | - Marcos H Rosa
- Departamento de Farmacologia, Faculdade de Medicina de Ribeirão Preto, USP, Ribeirão Preto, São Paulo, Brazil
- Centro de Pesquisa Em Doenças Inflamatórias, Faculdade de Medicina de Ribeirão Preto, USP, Ribeirão Preto, São Paulo, Brazil
| | - Victor O Assis
- Laboratório de Farmacologia, Escola de Enfermagem de Ribeirão Preto, Universidade de São Paulo (USP), Avenida Bandeirantes 3900, Ribeirão Preto, São Paulo, CEP 14040-902, Brazil
- Departamento de Farmacologia, Faculdade de Medicina de Ribeirão Preto, USP, Ribeirão Preto, São Paulo, Brazil
| | - Gustavo F Pimenta
- Laboratório de Farmacologia, Escola de Enfermagem de Ribeirão Preto, Universidade de São Paulo (USP), Avenida Bandeirantes 3900, Ribeirão Preto, São Paulo, CEP 14040-902, Brazil
- Departamento de Farmacologia, Faculdade de Medicina de Ribeirão Preto, USP, Ribeirão Preto, São Paulo, Brazil
| | - José C Alves-Filho
- Departamento de Farmacologia, Faculdade de Medicina de Ribeirão Preto, USP, Ribeirão Preto, São Paulo, Brazil
- Centro de Pesquisa Em Doenças Inflamatórias, Faculdade de Medicina de Ribeirão Preto, USP, Ribeirão Preto, São Paulo, Brazil
| | - Carlos R Tirapelli
- Laboratório de Farmacologia, Escola de Enfermagem de Ribeirão Preto, Universidade de São Paulo (USP), Avenida Bandeirantes 3900, Ribeirão Preto, São Paulo, CEP 14040-902, Brazil.
- Departamento de Ciências BioMoleculares, Faculdade de Ciências Farmacêuticas de Ribeirão Preto, USP, Ribeirão Preto, São Paulo, Brazil.
| |
Collapse
|
4
|
Wang Y, Sun C, Liu M, Xu P, Li Y, Zhang Y, Huang J. Dysregulated gene expression of SUMO machinery components induces the resistance to anti-PD-1 immunotherapy in lung cancer by upregulating the death of peripheral blood lymphocytes. Front Immunol 2024; 15:1424393. [PMID: 39211047 PMCID: PMC11357960 DOI: 10.3389/fimmu.2024.1424393] [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: 04/28/2024] [Accepted: 07/30/2024] [Indexed: 09/04/2024] Open
Abstract
Background The majority of patients with lung cancer exhibit drug resistance after anti-PD-1 immunotherapy, leading to shortened patient survival time. Previous studies have suggested an association between epigenetic abnormalities such as methylation and clinical response to anti-PD-1 immunotherapy, while the role of SUMOylation in resistance to anti-PD-1 antibody immunotherapy is still unclear. Methods Here, the mRNA expression of 15 SUMO machinery components in PBMC from lung cancer patients receiving anti-PD-1 immunotherapy were analyzed using real-time PCR. Base on the percentage change in mRNA levels, the relationship between the expression of SUMO machinery components and outcomes of anti-PD-1 immunotherapy, and the influencing factors of SUMOylation were evaluated. PBMC was treated with different concentrations of 2-D08 (a specific inhibitor of SUMOylation) in vitro, and analyzed the activation and the death rates of lymphocyte subsets by flow cytometry analysis. Results A predictive method, base on the gene expression of three SUMO machinery components (SUMO1, SUMO3 and UBE2I), were developed to distinguish non-responders to PD-1 inhibitors. Furthermore, the number of lymphocytes in peripheral blood significantly reduced in the dysregulated SUMOylation groups (the percentage change >100 or -50 ~ -100 groups). In vitro studies confirmed that lightly low SUMOylation level improved the activation status of T and NK lymphocytes, but extremely low SUMOylation level lead to the increased death rates of lymphocytes. Conclusion Our findings implied that dysregulated gene expression of SUMO machinery components could induce the resistance of anti-PD-1 immunotherapy in lung cancer by upregulating the death of peripheral blood lymphocytes. These data might provide effective circulating biomarkers for predicting the efficacy of anti-PD-1 immunotherapy, and uncovered a novel regulatory mechanism of resistance to anti-PD-1 immunotherapy.
Collapse
Affiliation(s)
- Ying Wang
- Department of Laboratory Medicine, The First Hospital of Jilin University, Changchun, China
| | - Chao Sun
- Cancer Center, The First Hospital of Jilin University, Changchun, China
| | - Mengmeng Liu
- Department of Laboratory Medicine, The First Hospital of Jilin University, Changchun, China
| | - Panyang Xu
- Department of Laboratory Medicine, The First Hospital of Jilin University, Changchun, China
| | - Yanyan Li
- Department of Laboratory Medicine, The First Hospital of Jilin University, Changchun, China
| | - Yongsheng Zhang
- Prenatal Diagnosis Center, Reproductive Medicine Center, The First Hospital of Jilin University, Changchun, China
| | - Jing Huang
- Department of Laboratory Medicine, The First Hospital of Jilin University, Changchun, China
| |
Collapse
|
5
|
Ye W, Hou K, Tao N, Li W, Tan Z, Huang Q, Yang D, Lin H, Deng Z, Xia Y, Yu G. Association between CD4 + T cells ATP levels and disease progression in patients with non‑small cell lung cancer. Oncol Lett 2024; 28:369. [PMID: 38933807 PMCID: PMC11200158 DOI: 10.3892/ol.2024.14502] [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: 01/30/2024] [Accepted: 04/19/2024] [Indexed: 06/28/2024] Open
Abstract
Introducing the exploration of stimulated CD4+ cells adenosine triphosphate (sATPCD4) levels for immune monitoring post non-small cell lung cancer (NSCLC) chemotherapy, the present study aimed to investigate its efficacy in gauging the potential risk of disease progression (PD) in patients with NSCLC. Therefore, a total of 89 patients with advanced NSCLC, who underwent chemotherapy between August 15 2022 and August 30 2023 at the Fifth Affiliated Hospital of Guangzhou Medical University (Guangzhou, China), were retrospectively studied. Patients were divided into the PD (n=21) and disease stability (non-PD; n=68) groups and their clinical data were compared. The thresholds for predicting PD were identified using receiver operating characteristics (ROC) curves. Multivariate logistic regression analysis was carried out to assess the association between peripheral blood markers and the incidence of PD. Therefore, post-chemotherapy, significant differences in white blood cell count, non-stimulated CD4+ cells ATP and sATPCD4 levels were obtained between patients in the PD and non-PD groups (P<0.05). In addition, sATPCD4 levels were notably decreased in the PD group compared with the non-PD group. Furthermore, ROC analysis revealed that the predictive threshold for PD was 224.5 ng/ml [area under the curve=0.887; 95% confidence interval, 0.811-0.963]. Additionally, patients with low immunity (ATP <224.5 ng/ml) exhibited a higher risk of PD compared with the high-immunity group (ATP >224.5 ng/ml; P<0.0001). Finally, multivariate logistic regression analysis suggested that sATPCD4 could serve as an independent factor for predicting NSCLC progression. Overall, the current study predicted that immune function could be possibly associated with the risk of PD in patients with NSCLC.
Collapse
Affiliation(s)
- Weipeng Ye
- Department of Oncology, The Fifth Affiliated Hospital of Guangzhou Medical University, Huangpu, Guangzhou 510700, P.R. China
| | - Kailian Hou
- Department of Oncology, The Fifth Affiliated Hospital of Guangzhou Medical University, Huangpu, Guangzhou 510700, P.R. China
| | - Na Tao
- Department of Oncology, The Fifth Affiliated Hospital of Guangzhou Medical University, Huangpu, Guangzhou 510700, P.R. China
| | - Weiyi Li
- Department of Oncology, The Fifth Affiliated Hospital of Guangzhou Medical University, Huangpu, Guangzhou 510700, P.R. China
| | - Zhiqiong Tan
- Department of Oncology, The Fifth Affiliated Hospital of Guangzhou Medical University, Huangpu, Guangzhou 510700, P.R. China
| | - Qunfeng Huang
- Department of Oncology, The Fifth Affiliated Hospital of Guangzhou Medical University, Huangpu, Guangzhou 510700, P.R. China
| | - Dongheng Yang
- Department of Oncology, The Fifth Affiliated Hospital of Guangzhou Medical University, Huangpu, Guangzhou 510700, P.R. China
| | - Haoxin Lin
- Department of Oncology, The Fifth Affiliated Hospital of Guangzhou Medical University, Huangpu, Guangzhou 510700, P.R. China
| | - Zihao Deng
- Department of Oncology, The Fifth Affiliated Hospital of Guangzhou Medical University, Huangpu, Guangzhou 510700, P.R. China
| | - Yuanyuan Xia
- Department of Oncology, The Fifth Affiliated Hospital of Guangzhou Medical University, Huangpu, Guangzhou 510700, P.R. China
| | - Guifang Yu
- Department of Oncology, The Fifth Affiliated Hospital of Guangzhou Medical University, Huangpu, Guangzhou 510700, P.R. China
| |
Collapse
|
6
|
Sefland Ø, Gullaksen SE, Omsland M, Reikvam H, Galteland E, Tran HTT, Spetalen S, Singh SK, Van Zeeburg HJT, Van De Loosdrecht AA, Gjertsen BT. Mass cytometric single cell immune profiles of peripheral blood from acute myeloid leukemia patients in complete remission with measurable residual disease. CYTOMETRY. PART B, CLINICAL CYTOMETRY 2024. [PMID: 39078053 DOI: 10.1002/cyto.b.22197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Revised: 06/08/2024] [Accepted: 07/09/2024] [Indexed: 07/31/2024]
Abstract
Measurable residual disease (MRD) is detected in approximately a quarter of AML chemotherapy responders, serving as a predictor for relapse and shorter survival. Immunological control of residual disease is suggested to prevent relapse, but the mechanisms involved are not fully understood. We present a peripheral blood single cell immune profiling by mass cytometry using a 42-antibody panel with particular emphasis on markers of cellular immune response. Six healthy donors were compared with four AML patients with MRD (MRD+) in first complete remission (CR1MRD+). Three of four patients demonstrated a favorable genetic risk profile, while the fourth patient had an unfavorable risk profile (complex karyotype, TP53-mutation) and a high level of MRD. Unsupervised clustering using self-organizing maps and dimensional reduction analysis was performed for visualization and analysis of immune cell subsets. CD57+ natural killer (NK)-cell subsets were found to be less abundant in patients than in healthy donors. Both T and NK cells demonstrated elevated expression of activity and maturation markers (CD44, granzyme B, and phosho-STAT5 Y694) in patients. Although mass cytometry remains an expensive method with limited scalability, our data suggest the utility for employing a 42-plex profiling for cellular immune surveillance in whole blood, and possibly as a biomarker platform in future clinical trials. The findings encourage further investigations of single cell immune profiling in CR1MRD+ AML-patients.
Collapse
Affiliation(s)
- Øystein Sefland
- Centre for Cancer Biomarkers CCBIO, Department of Clinical Science, University of Bergen, Bergen, Norway
- Department of Medicine, Section of Hematology, Haukeland University Hospital, Bergen, Norway
- K.G. Jebsen Centre for Myeloid Blood Cancer, Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Stein-Erik Gullaksen
- Centre for Cancer Biomarkers CCBIO, Department of Clinical Science, University of Bergen, Bergen, Norway
- Department of Medicine, Section of Hematology, Haukeland University Hospital, Bergen, Norway
- K.G. Jebsen Centre for Myeloid Blood Cancer, Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Maria Omsland
- Centre for Cancer Biomarkers CCBIO, Department of Clinical Science, University of Bergen, Bergen, Norway
- K.G. Jebsen Centre for Myeloid Blood Cancer, Department of Clinical Science, University of Bergen, Bergen, Norway
- Department of Safety, Chemistry, and Biomedical Laboratory Sciences, Western Norway University of Applied Sciences, Bergen, Norway
| | - Håkon Reikvam
- Department of Medicine, Section of Hematology, Haukeland University Hospital, Bergen, Norway
- K.G. Jebsen Centre for Myeloid Blood Cancer, Department of Clinical Science, University of Bergen, Bergen, Norway
- Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Eivind Galteland
- Department of Haematology, Oslo University Hospital, Oslo, Norway
| | - Hoa Thi Tuyet Tran
- Department of Haematology, Akershus University Hospital, Lørenskog, Norway
| | - Signe Spetalen
- Department of Pathology, Oslo University Hospital, Oslo, Norway
| | | | | | - Arjan A Van De Loosdrecht
- Department of Hematology, Amsterdam University Medical Center, VU University Medical Center, Cancer Center Amsterdam, Amsterdam, Netherlands
| | - Bjørn Tore Gjertsen
- Centre for Cancer Biomarkers CCBIO, Department of Clinical Science, University of Bergen, Bergen, Norway
- Department of Medicine, Section of Hematology, Haukeland University Hospital, Bergen, Norway
- K.G. Jebsen Centre for Myeloid Blood Cancer, Department of Clinical Science, University of Bergen, Bergen, Norway
| |
Collapse
|
7
|
Rodriguez C, Chocarro L, Echaide M, Ausin K, Escors D, Kochan G. Fractalkine in Health and Disease. Int J Mol Sci 2024; 25:8007. [PMID: 39125578 PMCID: PMC11311528 DOI: 10.3390/ijms25158007] [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: 06/18/2024] [Revised: 07/18/2024] [Accepted: 07/20/2024] [Indexed: 08/12/2024] Open
Abstract
CX3CL1 is one of the 50 up-to-date identified and characterized chemokines. While other chemokines are produced as small, secreted proteins, CX3CL1 (fractalkine) is synthetized as a transmembrane protein which also leads to a soluble form produced as a result of proteolytic cleavage. The membrane-bound protein and the soluble forms exhibit different biological functions. While the role of the fractalkine/CX3CR1 signaling axis was described in the nervous system and was also related to the migration of leukocytes to sites of inflammation, its actions are controversial in cancer progression and anti-tumor immunity. In the present review, we first describe the known biology of fractalkine concerning its action through its cognate receptor, but also its role in the activation of different integrins. The second part of this review is dedicated to its role in cancer where we discuss its role in anti-cancer or procarcinogenic activities.
Collapse
Grants
- FIS PI23/00196 Instituto de Salud Carlos III-FEDER
- FIS PI20/00010 Instituto de Salud Carlos III-FEDER
- BMED 036-2023 Departamento de Salud del Gobierno de Navarra-FEDER, Spain
- LINTERNA, Ref. 0011-1411-2020-000033 Departamento de Industria, Gobierno de Navarra, Spain
- ARNMUNE, 0011-1411-2023-000111 Departamento de Industria, Gobierno de Navarra, Spain
- ISOLDA project, under grant agreement ID: 848166. Horizon 2020, European Union
- PFIS, FI21/00080 Instituto de Salud Carlos III-FEDER
Collapse
Affiliation(s)
| | | | | | | | - David Escors
- Oncoimmunology Unit, Instituto de Investigación Sanitaria de Navarra (IdiSNA), Navarrabiomed-Fundación Miguel Servet, Universidad Pública de Navarra (UPNA), Hospital Universitario de Navarra (HUN), 31008 Pamplona, Spain; (C.R.); (L.C.); (M.E.); (K.A.)
| | - Grazyna Kochan
- Oncoimmunology Unit, Instituto de Investigación Sanitaria de Navarra (IdiSNA), Navarrabiomed-Fundación Miguel Servet, Universidad Pública de Navarra (UPNA), Hospital Universitario de Navarra (HUN), 31008 Pamplona, Spain; (C.R.); (L.C.); (M.E.); (K.A.)
| |
Collapse
|
8
|
Kievit H, Muntinghe-Wagenaar MB, Abdulahad WH, Rutgers A, Hijmering-Kappelle LBM, Hiddinga BI, Ubbels JF, Wijsman R, van der Leij MJ, Bijzet J, Groen HJM, Kerstjens HAM, van der Wekken AJ, Kroesen BJ, Hiltermann TJN. Baseline Blood CD8 + T Cell Activation Potency Discriminates Responders from Non-Responders to Immune Checkpoint Inhibition Combined with Stereotactic Radiotherapy in Non-Small-Cell Lung Cancer. Cancers (Basel) 2024; 16:2592. [PMID: 39061230 PMCID: PMC11275013 DOI: 10.3390/cancers16142592] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Revised: 07/12/2024] [Accepted: 07/17/2024] [Indexed: 07/28/2024] Open
Abstract
BACKGROUND Tumor-infiltrating immune cells have been correlated with prognosis for patients treated with immune checkpoint inhibitor (ICI) treatment of various cancers. However, no robust biomarker has been described to predict treatment response yet. We hypothesized that the activation potency of circulating T cells may predict response to ICI treatment. METHODS An exploratory analysis was conducted to investigate the association between the response to immune checkpoint inhibition (ICI) combined with stereotactic radiotherapy (SBRT) and the potency of circulating T cells to be activated. Blood-derived lymphocytes from 14 patients were stimulated ex vivo with, among others, Staphylococcal enterotoxin B (SEB) and compared to healthy controls (HCs). Patients were grouped into responders (>median progression free survival (PFS)) and non-responders ( RESULTS At baseline, a higher percentage of activated CD8+ T cells (15.8% vs. 3.5% (p = <0.01)) and IL-2+CD69+CD8+ T cells (8.8% vs. 2.9% (p = 0.02)) was observed in responders compared to non-responders upon ex vivo stimulation with SEB. The concurrently measured serum cytokine levels were not different between responders and non-responders. CONCLUSION Baseline blood CD8+ T cell activation potency, measured by intracellular cytokine production after ex vivo stimulation, is a potential biomarker to discriminate responders from non-responders to SBRT combined with ICI.
Collapse
Affiliation(s)
- Hanneke Kievit
- Department of Pulmonology, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands (H.A.M.K.)
| | - M. Benthe Muntinghe-Wagenaar
- Department of Pulmonology, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands (H.A.M.K.)
| | - Wayel H. Abdulahad
- Department of Rheumatology and Clinical Immunology, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands
| | - Abraham Rutgers
- Department of Rheumatology and Clinical Immunology, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands
| | - Lucie B. M. Hijmering-Kappelle
- Department of Pulmonology, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands (H.A.M.K.)
| | - Birgitta I. Hiddinga
- Department of Pulmonology, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands (H.A.M.K.)
| | - J. Fred Ubbels
- Department of Radiation Oncology, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands
| | - Robin Wijsman
- Department of Radiation Oncology, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands
| | - Marcel J. van der Leij
- Department of Laboratory Medicine, Medical Immunology Laboratory, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands
| | - Johan Bijzet
- Department of Rheumatology and Clinical Immunology, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands
| | - Harry J. M. Groen
- Department of Pulmonology, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands (H.A.M.K.)
| | - Huib A. M. Kerstjens
- Department of Pulmonology, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands (H.A.M.K.)
| | - Anthonie J. van der Wekken
- Department of Pulmonology, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands (H.A.M.K.)
| | - Bart-Jan Kroesen
- Department of Laboratory Medicine, Medical Immunology Laboratory, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands
| | - T. Jeroen N. Hiltermann
- Department of Pulmonology, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands (H.A.M.K.)
| |
Collapse
|
9
|
Zhang X, Chen R, Huo Z, Li W, Jiang M, Su G, Liu Y, Cai Y, Huang W, Xiong Y, Wang S. Blood-based molecular and cellular biomarkers of early response to neoadjuvant PD-1 blockade in patients with non-small cell lung cancer. Cancer Cell Int 2024; 24:225. [PMID: 38951894 PMCID: PMC11218110 DOI: 10.1186/s12935-024-03412-3] [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: 02/23/2024] [Accepted: 06/22/2024] [Indexed: 07/03/2024] Open
Abstract
BACKGROUND Despite the improved survival observed in PD-1/PD-L1 blockade therapy, a substantial proportion of cancer patients, including those with non-small cell lung cancer (NSCLC), still lack a response. METHODS Transcriptomic profiling was conducted on a discovery cohort comprising 100 whole blood samples, as collected multiple times from 48 healthy controls (including 43 published data) and 31 NSCLC patients that under treatment with a combination of anti-PD-1 Tislelizumab and chemotherapy. Differentially expressed genes (DEGs), simulated immune cell subsets, and germline DNA mutational markers were identified from patients achieved a pathological complete response during the early treatment cycles. The predictive values of mutational markers were further validated in an independent immunotherapy cohort of 1661 subjects, and then confirmed in genetically matched lung cancer cell lines by a co-culturing model. RESULTS The gene expression of hundreds of DEGs (FDR p < 0.05, fold change < -2 or > 2) distinguished responders from healthy controls, indicating the potential to stratify patients utilizing early on-treatment features from blood. PD-1-mediated cell abundance changes in memory CD4 + and regulatory T cell subset were more significant or exclusively observed in responders. A panel of top-ranked genetic alterations showed significant associations with improved survival (p < 0.05) and heightened responsiveness to anti-PD-1 treatment in patient cohort and co-cultured cell lines. CONCLUSION This study discovered and validated peripheral blood-based biomarkers with evident predictive efficacy for early therapy response and patient stratification before treatment for neoadjuvant PD-1 blockade in NSCLC patients.
Collapse
Affiliation(s)
- Xi Zhang
- School of Life Science, Northwest University, Xi'an, Shaanxi, 710069, China.
- Key Laboratory of Resource Biology and Biotechnology in Western China, Ministry of Education, School of Medicine, Northwest University, 710069, Shaanxi, Xi'an, China.
| | - Rui Chen
- School of Life Science, Northwest University, Xi'an, Shaanxi, 710069, China
| | - Zirong Huo
- School of Life Science, Northwest University, Xi'an, Shaanxi, 710069, China
| | - Wenqing Li
- School of Life Science, Northwest University, Xi'an, Shaanxi, 710069, China
| | - Mengju Jiang
- School of Life Science, Northwest University, Xi'an, Shaanxi, 710069, China
| | - Guodong Su
- School of Life Science, Northwest University, Xi'an, Shaanxi, 710069, China
| | - Yuru Liu
- School of Life Science, Northwest University, Xi'an, Shaanxi, 710069, China
| | - Yu Cai
- School of Life Science, Northwest University, Xi'an, Shaanxi, 710069, China
| | - Wuhao Huang
- Department of Lung Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin Lung Cancer Center, Tianjin, 300060, China
| | - Yuyan Xiong
- School of Life Science, Northwest University, Xi'an, Shaanxi, 710069, China
- Key Laboratory of Resource Biology and Biotechnology in Western China, Ministry of Education, School of Medicine, Northwest University, 710069, Shaanxi, Xi'an, China
| | - Shengguang Wang
- Department of Lung Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin Lung Cancer Center, Tianjin, 300060, China.
| |
Collapse
|
10
|
Jian C, Wu T, Wang L, Gao C, Fu Z, Zhang Q, Shi C. Biomimetic Nanoplatform for Dual-Targeted Clearance of Activated and Senescent Cancer-Associated Fibroblasts to Improve Radiation Resistance in Breast Cancer. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2024; 20:e2309279. [PMID: 38214439 DOI: 10.1002/smll.202309279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 12/19/2023] [Indexed: 01/13/2024]
Abstract
Radiation resistance in breast cancer resulting in residual lesions or recurrence is a significant cause to radiotherapy failure. Cancer-associated fibroblasts (CAFs) and radiotherapy-induced senescent CAFs can further lead to radiation resistance and tumor immunosuppressive microenvironment. Here, an engineering cancer-cell-biomimetic nanoplatform is constructed for dual-targeted clearance of CAFs as well as senescent CAFs. The nanoplatform is prepared by 4T1 cell membrane vesicles chimerized with FAP single-chain fragment variable as the biomimetic shell for targeting of CAFs and senescent CAFs, and PLGA nanoparticles (NPs) co-encapsulated with nintedanib and ABT-263 as the core for clearance of CAFs and senescent CAFs, which are noted as FAP-CAR-CM@PLGA-AB NPs. It is evidenced that FAP-CAR-CM@PLGA-AB NPs directly suppressed the tumor-promoting effect of senescent CAFs. It also exhibits prolonged blood circulation and enhanced tumor accumulation, dual-cleared CAFs and senescent CAFs, improved radiation resistance in both acquired and patient-derived radioresistant tumor cells, and effective antitumor effect with the tumor suppression rate of 86.7%. In addition, FAP-CAR-CM@PLGA-AB NPs reverse the tumor immunosuppressive microenvironment and enhance systemic antitumor immunity. The biomimetic system for dual-targeted clearance of CAFs and senescent CAFs provides a potential strategy for enhancing the radio-sensitization of breast cancer.
Collapse
Affiliation(s)
- Chen Jian
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Province Clinical Research Center for Precision Medicine for Critical Illness, Wuhan, 430022, China
| | - Tingting Wu
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Province Clinical Research Center for Precision Medicine for Critical Illness, Wuhan, 430022, China
| | - Lulu Wang
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Province Clinical Research Center for Precision Medicine for Critical Illness, Wuhan, 430022, China
| | - Chen Gao
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Province Clinical Research Center for Precision Medicine for Critical Illness, Wuhan, 430022, China
| | - Zhiwen Fu
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Province Clinical Research Center for Precision Medicine for Critical Illness, Wuhan, 430022, China
| | - Qian Zhang
- Key Laboratory for Thin Film and Microfabrication Technology of the Ministry of Education, Department of Instrument Science and Engineering, School of Electronic Information and Electrical Engineering, Institute of Nano Biomedicine and Engineering, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Chen Shi
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Province Clinical Research Center for Precision Medicine for Critical Illness, Wuhan, 430022, China
| |
Collapse
|
11
|
Shohdy K, Pillai M, Abbas K, Allison J, Waddell T, Darlington E, Mohammad S, Hood S, Atkinson S, Simpson K, Morgan D, Nathan P, Kilgour E, Dive C, Thistlethwaite F. Immune biomarker evaluation of sequential tyrosine kinase inhibitor and nivolumab monotherapies in renal cell carcinoma: the phase I TRIBE trial. IMMUNO-ONCOLOGY TECHNOLOGY 2024; 22:100712. [PMID: 38694705 PMCID: PMC11059457 DOI: 10.1016/j.iotech.2024.100712] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 05/04/2024]
Abstract
Background Predictive biomarkers for immune checkpoint blockade in the second-line treatment of metastatic renal cell carcinoma (mRCC) are lacking. Materials and methods Patients with histologically confirmed RCC who started nivolumab after at least 4 months of tyrosine kinase inhibitors (TKIs) were recruited for this study. Serial tissue and blood samples were collected for immune biomarker evaluation. The primary endpoint was to determine the association of specific T-cell subsets with clinical outcomes tested using Wilcoxon rank sum for clinical benefit rate (CBR) and log-rank test for progression-free survival (PFS). Results Twenty patients were included in this trial with a median age of 64 years and followed-up for a median of 12 months. The median PFS for patients who received TKI was 13.8 months, while for those subsequently treated with nivolumab following TKI therapy, the median PFS was 2.6 months. CBR of nivolumab was 20% with two partial responses. Functionally active programmed cell death protein 1+ CD4+ T cells were enriched in non-responders (q = 0.003) and associated with worse PFS on nivolumab (P = 0.04). Responders showed a significant reduction in the effector CD4+T-cell (TEF) fraction compared to non-responders at 3 months on nivolumab (0.40 versus 0.80, P = 0.0005). CD127+CD4+ T cells were enriched in patients who developed immune-related adverse effects (q = 0.003). Using in-house validated multiplex immunohistochemistry for six markers, we measured tumour-associated immune cell densities in tissue samples. Responders to nivolumab showed a significantly higher mean of immune cell densities in tissue samples compared to non-responders (346 versus 87 cells/mm2, P = 0.04). Conclusions In this small study, analysis of tissue-based and peripheral blood immune cell subsets predicted clinical outcomes of nivolumab. Further studies are warranted with larger populations to validate these observations.
Collapse
Affiliation(s)
- K.S. Shohdy
- The Christie NHS Foundation Trust, Manchester, UK
- Division of Cancer Sciences, The University of Manchester, Manchester, UK
| | - M. Pillai
- The Christie NHS Foundation Trust, Manchester, UK
| | - K.S. Abbas
- Faculty of Medicine, Alexandria University, Alexandria, Egypt
| | - J. Allison
- The Christie NHS Foundation Trust, Manchester, UK
| | - T. Waddell
- The Christie NHS Foundation Trust, Manchester, UK
| | | | - S. Mohammad
- Cancer Biomarker Centre, Cancer Research UK Manchester Institute, Manchester, UK
| | - S. Hood
- Cancer Biomarker Centre, Cancer Research UK Manchester Institute, Manchester, UK
| | - S. Atkinson
- Cancer Biomarker Centre, Cancer Research UK Manchester Institute, Manchester, UK
| | - K. Simpson
- Cancer Biomarker Centre, Cancer Research UK Manchester Institute, Manchester, UK
| | - D. Morgan
- Cancer Biomarker Centre, Cancer Research UK Manchester Institute, Manchester, UK
| | - P. Nathan
- Mount Vernon Cancer Centre - East and North Herts NHS Trust, Northwood, Middlesex, UK
| | - E. Kilgour
- Cancer Biomarker Centre, Cancer Research UK Manchester Institute, Manchester, UK
| | - C. Dive
- Cancer Biomarker Centre, Cancer Research UK Manchester Institute, Manchester, UK
| | - F. Thistlethwaite
- The Christie NHS Foundation Trust, Manchester, UK
- Division of Cancer Sciences, The University of Manchester, Manchester, UK
| |
Collapse
|
12
|
Horimoto K, Suyama Y, Sasaki T, Fukui K, Feng L, Sun M, Tang Y, Zhang Y, Chen D, Han F. Phosphorylated protein chip combined with artificial intelligence tools for precise drug screening. J Biomed Res 2024; 38:195-205. [PMID: 38802297 PMCID: PMC11144935 DOI: 10.7555/jbr.37.20230082] [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: 04/07/2023] [Revised: 09/07/2023] [Accepted: 09/18/2023] [Indexed: 05/29/2024] Open
Abstract
We have developed a protein array system, named "Phospho-Totum", which reproduces the phosphorylation state of a sample on the array. The protein array contains 1471 proteins from 273 known signaling pathways. According to the activation degrees of tyrosine kinases in the sample, the corresponding groups of substrate proteins on the array are phosphorylated under the same conditions. In addition to measuring the phosphorylation levels of the 1471 substrates, we have developed and performed the artificial intelligence-assisted tools to further characterize the phosphorylation state and estimate pathway activation, tyrosine kinase activation, and a list of kinase inhibitors that produce phosphorylation states similar to that of the sample. The Phospho-Totum system, which seamlessly links and interrogates the measurements and analyses, has the potential to not only elucidate pathophysiological mechanisms in diseases by reproducing the phosphorylation state of samples, but also be useful for drug discovery, particularly for screening targeted kinases for potential drug kinase inhibitors.
Collapse
Affiliation(s)
- Katsuhisa Horimoto
- SOCIUM Inc., Tokyo 1350064, Japan
- International Medical Center, Saitama Medical University, Saitama 350-1298, Japan
- Artificial Intelligence Research Center, National Institute of Advanced Industrial Science and Technology, Tokyo 1350064, Japan
| | | | | | - Kazuhiko Fukui
- Department of Informatics and Data Science, Sanyo-Onoda City University, Yamaguchi 7560884, Japan
| | - Lili Feng
- International Joint Laboratory for Drug Target of Critical Illnesses, School of Pharmacy, Nanjing Medical University, Nanjing, Jiangsu 211166, China
| | - Meiling Sun
- Department of Physiology, School of Basic Medical Sciences, Nanjing Medical University, Nanjing, Jiangsu 211166, China
| | - Yamin Tang
- International Joint Laboratory for Drug Target of Critical Illnesses, School of Pharmacy, Nanjing Medical University, Nanjing, Jiangsu 211166, China
| | - Yixuan Zhang
- Gusu School, Nanjing Medical University, Suzhou, Jiangsu 215001, China
| | - Dongyin Chen
- International Joint Laboratory for Drug Target of Critical Illnesses, School of Pharmacy, Nanjing Medical University, Nanjing, Jiangsu 211166, China
- Gusu School, Nanjing Medical University, Suzhou, Jiangsu 215001, China
- National Vaccine Innovation Platform, Nanjing Medical University, Nanjing, Jiangsu 211166, China
| | - Feng Han
- International Joint Laboratory for Drug Target of Critical Illnesses, School of Pharmacy, Nanjing Medical University, Nanjing, Jiangsu 211166, China
- Gusu School, Nanjing Medical University, Suzhou, Jiangsu 215001, China
- National Vaccine Innovation Platform, Nanjing Medical University, Nanjing, Jiangsu 211166, China
| |
Collapse
|
13
|
Yang X, Li Q, Zeng T. Peripheral CD4 + T cells correlate with response and survival in patients with advanced non-small cell lung cancer receiving chemo-immunotherapy. Front Immunol 2024; 15:1364507. [PMID: 38650951 PMCID: PMC11033411 DOI: 10.3389/fimmu.2024.1364507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Accepted: 03/26/2024] [Indexed: 04/25/2024] Open
Abstract
Background The aim of the present study was to explore the potential of peripheral immune cells in predicting the response and prognosis of patients with advanced non-small cell lung cancer (NSCLC) receiving anti-PD-1 immunotherapy and platinum-based chemotherapy. Participants and Methods We utilized flow cytometry to examine the levels and dynamics of blood immune cells in 79 advanced NSCLC patients treated with the chemoimmunotherapy between December 2019 and January 2022. The pre- and post-treatment blood samples were collected within 3 days prior to the initiation of the first and third cycle of combination treatment, respectively. Progression-free survival (PFS) and overall survival (OS) analyses were conducted using Kaplan-Meier method and Cox regression models. Results The pre-treatment CD4+/Total T cells ratio was significantly higher in responders than non-responders (P < 0.05). The levels of pre-treatment total lymphocytes (P = 0.012), total B lymphocytes (P = 0.025), and NK cells (P = 0.022), and post-treatment NK cells (P = 0.011) and NKT cells (P = 0.035) were significantly associated with OS. Post-treatment CD8+/Total T cells ratio was positively correlated with OS (P = 0.038). In multivariate analysis, post-treatment NK cells and post-treatment CD4+CD8+/Total T cells ratio were negatively associated with OS (hazard ratio [HR] = 10.30, P = 0.038) and PFS (HR = 1.95, P = 0.022), respectively. Notably, significantly positive correlations were observed between CD4+/Total T cells ratio and prognosis both before and after treatment (P < 0.05). Conclusion To summarize, our finding reveals that high CD4+/total T cells ratio was associated with favorable response and prognosis, highlighting its potential as a predictive biomarker to guide the selection of likely responders to platinum and anti-PD-1 combination therapy.
Collapse
Affiliation(s)
- Xin Yang
- Department of Cardio-Thoracic Surgery, Deyang People’s Hospital, Deyang, Sichuan, China
| | - Qiao Li
- Department of Pathology, Deyang People’s Hospital, Deyang, Sichuan, China
| | - Tianyang Zeng
- Department of Thoracic Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| |
Collapse
|
14
|
Guo M, Liu MYR, Brooks DG. Regulation and impact of tumor-specific CD4 + T cells in cancer and immunotherapy. Trends Immunol 2024; 45:303-313. [PMID: 38508931 DOI: 10.1016/j.it.2024.02.005] [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: 02/23/2024] [Accepted: 02/25/2024] [Indexed: 03/22/2024]
Abstract
CD4+ T cells are crucial in generating and sustaining immune responses. They orchestrate and fine-tune mammalian innate and adaptive immunity through cell-based interactions and the release of cytokines. The role of these cells in contributing to the efficacy of antitumor immunity and immunotherapy has just started to be uncovered. Yet, many aspects of the CD4+ T cell response are still unclear, including the differentiation pathways controlling such cells during cancer progression, the external signals that program them, and how the combination of these factors direct ensuing immune responses or immune-restorative therapies. In this review, we focus on recent advances in understanding CD4+ T cell regulation during cancer progression and the importance of CD4+ T cells in immunotherapies.
Collapse
Affiliation(s)
- Mengdi Guo
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada; Department of Immunology, University of Toronto, Toronto, ON, Canada
| | - Melissa Yi Ran Liu
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada; Department of Immunology, University of Toronto, Toronto, ON, Canada
| | - David G Brooks
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada; Department of Immunology, University of Toronto, Toronto, ON, Canada.
| |
Collapse
|
15
|
Hou J, Yang X, Xie S, Zhu B, Zha H. Circulating T cells: a promising biomarker of anti-PD-(L)1 therapy. Front Immunol 2024; 15:1371559. [PMID: 38576625 PMCID: PMC10991692 DOI: 10.3389/fimmu.2024.1371559] [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: 01/16/2024] [Accepted: 03/07/2024] [Indexed: 04/06/2024] Open
Abstract
Anti-PD-(L)1 therapy has shown great efficacy in some patients with cancer. However, a significant proportion of patients with cancer do not respond to it. Another unmet clinical need for anti-PD-(L)1 therapy is the dynamic monitoring of treatment effects. Therefore, identifying biomarkers that can stratify potential responders before PD-(L)1 treatment and timely monitoring of the efficacy of PD-(L)1 treatment are crucial in the clinical setting. The identification of biomarkers by liquid biopsy has attracted considerable attention. Among the identified biomarkers, circulating T cells are one of the most promising because of their indispensable contribution to anti-PD-(L)1 therapy. The present review aimed to thoroughly explore the potential of circulating T cells as biomarkers of anti-PD-(L)1 therapy and its advantages and limitations.
Collapse
Affiliation(s)
- Junlei Hou
- Institute of Cancer, Xinqiao Hospital, Third Military Medical University, Chongqing, China
- Chongqing Key Laboratory of Immunotherapy, Xinqiao Hospital, Third Military Medical University, Chongqing, China
| | - Xuezhi Yang
- Institute of Cancer, Xinqiao Hospital, Third Military Medical University, Chongqing, China
- Chongqing Key Laboratory of Immunotherapy, Xinqiao Hospital, Third Military Medical University, Chongqing, China
| | - Shuanglong Xie
- Institute of Cancer, Xinqiao Hospital, Third Military Medical University, Chongqing, China
- Chongqing Key Laboratory of Immunotherapy, Xinqiao Hospital, Third Military Medical University, Chongqing, China
| | - Bo Zhu
- Institute of Cancer, Xinqiao Hospital, Third Military Medical University, Chongqing, China
- Chongqing Key Laboratory of Immunotherapy, Xinqiao Hospital, Third Military Medical University, Chongqing, China
| | - Haoran Zha
- Department of Oncology, PLA Rocket Force Characteristic Medical Center, Beijing, China
| |
Collapse
|
16
|
Kimura N, Tsukita Y, Ebina-Shibuya R, Miyauchi E, Yamada M, Narita D, Saito R, Inoue C, Fujino N, Ichikawa T, Tamada T, Sugiura H. Peripheral blood biomarkers associated with combination of immune checkpoint blockade plus chemotherapy in NSCLC. Cancer Biomark 2024:CBM230301. [PMID: 38669521 DOI: 10.3233/cbm-230301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/28/2024]
Abstract
BACKGROUND Biomarkers predicting clinical outcomes of treating non-small cell lung cancer (NSCLC) with combination of immune checkpoint inhibitors (ICIs) and chemotherapy would be valuable. OBJECTIVE This study aims to seek predictors of combination of ICI/chemotherapy response in NSCLC patients using peripheral blood samples. METHODS Patients diagnosed with advanced NSCLC between July 2019 and May 2021 receiving combination of ICI/chemotherapy were included and assessed for partial responses (PR), stable disease (SD) or progressive disease (PD). We measured circulating immune cells, plasma cytokines and chemokines. RESULTS Nineteen patients were enrolled. The proportions of circulating natural killer (NK) cells within CD45 + cells, programmed death 1 (PD-1) + Tim-3 + T cells within CD4 + cells, and the amount of chemokine C-X-C ligand (CXCL10) in the plasma were significantly elevated in PR relative to SD/PD patients (median 8.1%-vs-2.1%, P= 0.0032; median 1.2%-vs-0.3%, P= 0.0050; and median 122.6 pg/ml-vs-76.0 pg/ml, P= 0.0125, respectively). Patients with 2 or 3 elevated factors had longer progression-free survival than patients with 0 or only one (not reached-vs-5.6 months, P= 0.0002). CONCLUSIONS We conclude that NK cells, CD4 + PD-1 + Tim-3 + T cells, and CXCL10 levels in pre-treatment peripheral blood may predict the efficacy of combination of ICI/chemotherapy in NSCLC.
Collapse
Affiliation(s)
- Nozomu Kimura
- Department of Respiratory Medicine, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Yoko Tsukita
- Department of Respiratory Medicine, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Risa Ebina-Shibuya
- Department of Respiratory Medicine, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Eisaku Miyauchi
- Department of Respiratory Medicine, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Mitsuhiro Yamada
- Department of Respiratory Medicine, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Daisuke Narita
- Department of Respiratory Medicine, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Ryota Saito
- Department of Respiratory Medicine, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Chihiro Inoue
- Department of Anatomic Pathology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Naoya Fujino
- Department of Respiratory Medicine, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Tomohiro Ichikawa
- Department of Respiratory Medicine, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Tsutomu Tamada
- Department of Respiratory Medicine, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Hisatoshi Sugiura
- Department of Respiratory Medicine, Tohoku University Graduate School of Medicine, Sendai, Japan
| |
Collapse
|
17
|
Ge S, Zhao Y, Liang J, He Z, Li K, Zhang G, Hua B, Zheng H, Guo Q, Qi R, Shi Z. Immune modulation in malignant pleural effusion: from microenvironment to therapeutic implications. Cancer Cell Int 2024; 24:105. [PMID: 38475858 DOI: 10.1186/s12935-024-03211-w] [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: 02/02/2023] [Accepted: 01/03/2024] [Indexed: 03/14/2024] Open
Abstract
Immune microenvironment and immunotherapy have become the focus and frontier of tumor research, and the immune checkpoint inhibitors has provided novel strategies for tumor treatment. Malignant pleural effusion (MPE) is a common end-stage manifestation of lung cancer, malignant pleural mesothelioma and other thoracic malignancies, which is invasive and often accompanied by poor prognosis, affecting the quality of life of affected patients. Currently, clinical therapy for MPE is limited to pleural puncture, pleural fixation, catheter drainage, and other palliative therapies. Immunization is a new direction for rehabilitation and treatment of MPE. The effusion caused by cancer cells establishes its own immune microenvironment during its formation. Immune cells, cytokines, signal pathways of microenvironment affect the MPE progress and prognosis of patients. The interaction between them have been proved. The relevant studies were obtained through a systematic search of PubMed database according to keywords search method. Then through screening and sorting and reading full-text, 300 literatures were screened out. Exclude irrelevant and poor quality articles, 238 literatures were cited in the references. In this study, the mechanism of immune microenvironment affecting malignant pleural effusion was discussed from the perspectives of adaptive immune cells, innate immune cells, cytokines and molecular targets. Meanwhile, this study focused on the clinical value of microenvironmental components in the immunotherapy and prognosis of malignant pleural effusion.
Collapse
Affiliation(s)
- Shan Ge
- Institute of Basic Research in Clinical Medicine, China Academy of Chinese Medical Sciences, No. 16, Nanxiao Street, Dongzhimen, Dongcheng District, Beijing, 100700, China
| | - Yuwei Zhao
- Department of Oncology, Guang'anmen Hospital, China Academy of Chinese Medical Sciences, No. 5 Beixiange, Xicheng District, Beijing, 100053, China
| | - Jun Liang
- Guang'anmen Hospital, China Academy of Chinese Medical Sciences, No. 5 Beixiange, Xicheng District, Beijing, 100053, China
| | - Zhongning He
- Department of Oncology, Guang'anmen Hospital, China Academy of Chinese Medical Sciences, No. 5 Beixiange, Xicheng District, Beijing, 100053, China
| | - Kai Li
- Beijing Shijitan Hospital, No.10 Yangfangdiantieyilu, Haidian District, Beijing, 100038, China
| | - Guanghui Zhang
- Beijing University of Chinese Medicine, Chaoyang District, Beijing, 100029, China
| | - Baojin Hua
- Department of Oncology, Guang'anmen Hospital, China Academy of Chinese Medical Sciences, No. 5 Beixiange, Xicheng District, Beijing, 100053, China
| | - Honggang Zheng
- Department of Oncology, Guang'anmen Hospital, China Academy of Chinese Medical Sciences, No. 5 Beixiange, Xicheng District, Beijing, 100053, China
| | - Qiujun Guo
- Department of Oncology, Guang'anmen Hospital, China Academy of Chinese Medical Sciences, No. 5 Beixiange, Xicheng District, Beijing, 100053, China
| | - Runzhi Qi
- Department of Oncology, Guang'anmen Hospital, China Academy of Chinese Medical Sciences, No. 5 Beixiange, Xicheng District, Beijing, 100053, China.
| | - Zhan Shi
- Institute of Basic Research in Clinical Medicine, China Academy of Chinese Medical Sciences, No. 16, Nanxiao Street, Dongzhimen, Dongcheng District, Beijing, 100700, China.
| |
Collapse
|
18
|
Gao D, Liu L, Liu J, Liu J. Predictive response and outcome of peripheral CD4 + T cell subpopulations to combined immunotherapy and chemotherapy in advanced gastric cancer patients. Int Immunopharmacol 2024; 129:111663. [PMID: 38364744 DOI: 10.1016/j.intimp.2024.111663] [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: 11/26/2023] [Revised: 01/26/2024] [Accepted: 02/05/2024] [Indexed: 02/18/2024]
Abstract
BACKGROUND The identification of predictive biomarkers for patient stratification in immunotherapy is of utmost importance, given the limited benefit observed in certain populations. However, only limited information is so far available on the association between peripheral CD4+ T cell subpopulations and immunotherapy for advanced gastric cancer. Our current report aimed to investigate the predictive value of peripheral CD4+ T cell subpopulations in advanced gastric cancer patients treated with immunotherapy. METHODS A retrospective cohort analysis of 169 advanced gastric cancer patients treated with sintilimab combined with capecitabine and oxaliplatin in The Affiliated Xinghua People's Hospital, Medical School of Yangzhou University (Xinghua, China) between June 2019 and October 2022 was conducted. Clinical outcomes of peripheral CD4+ T cell subpopulations were analyzed by receiver operating characteristic (ROC) curve, chi-square test, Kaplan-Meier method and the univariate and multivariate Cox proportional hazards regression models. RESULTS The optimal cutoff values for percentages of CD4+ T cells, naive CD4+ T cells (CD4+ Tn), memory CD4+ T cells (CD4+ Tm), central memory CD4+ T cells (CD4+ Tcm) and effector memory CD4+ T cells (CD4+ Tem) expressing PD-1 were 30.16 %, 17.79 %, 42.49 %, 31.54 % and 74.64 %, respectively. It was found that the percentages of CD4+ T, CD4+ Tn, CD4+ Tm, CD4+ Tcm and CD4+ Tem expressing PD-1 were significantly higher in responder (R) than non-responder (NonR) advanced gastric cancer patients associated with a longer progression free survival (PFS) and overall survival (OS). This correlation was also observed in the PD-L1 combined positive score (CPS) ≥ 5 populations. Univariate and multivariate Cox regression analyses indicated that lower CD4+ T, CD4+ Tn, CD4+ Tm, CD4+ Tcm and CD4+ Tem expressing PD-1 were independent risk factors of PFS and OS in advanced gastric cancer patients treated with combined immunotherapy and chemotherapy. CONCLUSION The peripheral CD4+ T cell subpopulations demonstrated the high predictive value for therapeutic response and prolonged survival outcomes in advanced gastric cancer patients. CD4+ T cell subpopulations have the potential in predicting and screening benefit populations in advanced gastric cancer patients.
Collapse
Affiliation(s)
- Deyu Gao
- Department of Laboratory Medicine, Hefei BOE Hospital, Hefei, People's Republic of China
| | - Liqiong Liu
- Department of Oncology and Endocrinology, Xiangcheng Hospital of Traditional Chinese Medicine, Suzhou, People's Republic of China
| | - Jianhua Liu
- Department of Oncology, The Affiliated Xinghua People's Hospital, Medical School of Yangzhou University, Xinghua, Jiangsu, People's Republic of China
| | - Jiang Liu
- Department of Oncology, The Affiliated Xinghua People's Hospital, Medical School of Yangzhou University, Xinghua, Jiangsu, People's Republic of China.
| |
Collapse
|
19
|
Schumacher M, Beer S, Moraes Ribeiro E, Korkmaz F, Keppeler H, Fitzel R, Erkner E, Radszuweit P, Lengerke C, Schneidawind C, Hoefert S, Mauz PS, Schneidawind D. Treatment response of advanced HNSCC towards immune checkpoint inhibition is associated with an activated effector memory T cell phenotype. Front Oncol 2024; 14:1333640. [PMID: 38515578 PMCID: PMC10955476 DOI: 10.3389/fonc.2024.1333640] [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: 11/06/2023] [Accepted: 01/24/2024] [Indexed: 03/23/2024] Open
Abstract
Locally advanced or metastatic head and neck squamous cell carcinoma (HNSCC) is associated with a poor prognosis. The introduction of PD-1 inhibitors has led to a significant improvement in survival, but only a subpopulation of patients responds to therapy. Current biomarkers cannot reliably identify these patients. The identification of biomarkers for the prediction and monitoring of immunotherapy is therefore of great importance. In this study, we characterized lymphocyte subsets in the peripheral blood of HNSCC patients under PD-1 inhibition. Patients with primary response (n=11) to PD-1 inhibition showed an increase of the CD3+ effector memory (CD3/EM) population and an elevated expression of the activation marker CD69 in CD3+ T cells, particularly in the CD3/EM subpopulation at 3 months when treatment response was assessed. In contrast, patients with primary treatment failure and progressive disease (n=9) despite PD-1 inhibition had lower absolute lymphocyte counts and an increased expression of CTLA-4 in CD3+ T cells at the time of treatment failure compared with baseline, particularly in CD4+ and CD8+ effector memory populations. Our results demonstrate that HNSCC patients' response to immune checkpoint inhibition shows a distinct immune signature in peripheral blood, which could help identify refractory patients earlier. Furthermore, strategies to overcome primary therapy failure by inducing a beneficial T cell phenotype or adding alternative immune checkpoint inhibitors could improve response rates and survival of HNSCC patients.
Collapse
Affiliation(s)
- Max Schumacher
- Department of Hematology, Oncology, Clinical Immunology and Rheumatology, University Hospital Tübingen, Tübingen, Germany
| | - Sina Beer
- Department of Hematology, Oncology, Clinical Immunology and Rheumatology, University Hospital Tübingen, Tübingen, Germany
| | - Emmanuelle Moraes Ribeiro
- Department of Hematology, Oncology, Clinical Immunology and Rheumatology, University Hospital Tübingen, Tübingen, Germany
| | - Fulya Korkmaz
- Department of Hematology, Oncology, Clinical Immunology and Rheumatology, University Hospital Tübingen, Tübingen, Germany
| | - Hildegard Keppeler
- Department of Hematology, Oncology, Clinical Immunology and Rheumatology, University Hospital Tübingen, Tübingen, Germany
| | - Rahel Fitzel
- Department of Hematology, Oncology, Clinical Immunology and Rheumatology, University Hospital Tübingen, Tübingen, Germany
| | - Estelle Erkner
- Department of Hematology, Oncology, Clinical Immunology and Rheumatology, University Hospital Tübingen, Tübingen, Germany
| | - Pia Radszuweit
- Department of Hematology, Oncology, Clinical Immunology and Rheumatology, University Hospital Tübingen, Tübingen, Germany
| | - Claudia Lengerke
- Department of Hematology, Oncology, Clinical Immunology and Rheumatology, University Hospital Tübingen, Tübingen, Germany
| | - Corina Schneidawind
- Department of Hematology, Oncology, Clinical Immunology and Rheumatology, University Hospital Tübingen, Tübingen, Germany
- Department of Medical Oncology and Hematology, University Hospital Zürich, Zürich, Switzerland
| | - Sebastian Hoefert
- Department of Oral and Maxillofacial Surgery, University Hospital Tübingen, Tübingen, Germany
- Head and Neck Cancer Center, Comprehensive Cancer Center Tübingen-Stuttgart, University Hospital Tübingen, Tübingen, Germany
| | - Paul Stefan Mauz
- Head and Neck Cancer Center, Comprehensive Cancer Center Tübingen-Stuttgart, University Hospital Tübingen, Tübingen, Germany
- Department of Otolaryngology, University Hospital Tübingen, Tübingen, Germany
| | - Dominik Schneidawind
- Department of Hematology, Oncology, Clinical Immunology and Rheumatology, University Hospital Tübingen, Tübingen, Germany
- Department of Medical Oncology and Hematology, University Hospital Zürich, Zürich, Switzerland
- Head and Neck Cancer Center, Comprehensive Cancer Center Tübingen-Stuttgart, University Hospital Tübingen, Tübingen, Germany
| |
Collapse
|
20
|
Monkman J, Moradi A, Yunis J, Ivison G, Mayer A, Ladwa R, O'Byrne K, Kulasinghe A. Spatial insights into immunotherapy response in non-small cell lung cancer (NSCLC) by multiplexed tissue imaging. J Transl Med 2024; 22:239. [PMID: 38439077 PMCID: PMC10910756 DOI: 10.1186/s12967-024-05035-8] [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: 12/29/2023] [Accepted: 02/24/2024] [Indexed: 03/06/2024] Open
Abstract
The spatial localisation of immune cells within tumours are key to understand the intercellular communications that can dictate clinical outcomes. Here, we demonstrate an analysis pipeline for highly multiplexed CODEX data to phenotype and profile spatial features and interactions in NSCLC patients that subsequently received PD1 axis immunotherapy. We found that regulatory T cells (Tregs) are enriched in non-responding patients and this was consistent with their localization within stromal and peripheral tumour-margins. Proximity-based interactions between Tregs and both monocytes (p = 0.009) and CD8+ T cells (p = 0.009) were more frequently found in non-responding patients, while macrophages were more frequently located in proximity to HLADR+ tumour cells (p = 0.01) within responding patients. Cellular neighbourhoods analysis indicated that both macrophages (p = 0.003) and effector CD4+ T cells (p = 0.01) in mixed tumour neighbourhoods, as well as CD8+ T cells (p = 0.03) in HLADR+ tumour neighbourhoods were associated with favorable clinical response. Evaluation of the inferred regulatory functions between immune cells relative to the tumour suggested that macrophages exhibit an immunosuppressive phenotype against both CD4+ and CD8+ T cells, and that this association scores more highly in ICI refractory patients. These spatial patterns are associated with overall survival in addition to ICI response and may thus indicate features for the functional understanding of the tumour microenvironment.
Collapse
Affiliation(s)
- James Monkman
- Faculty of Medicine, Frazer Institute, The University of Queensland, 37 Kent Street, Woolloongabba, Brisbane, QLD, 4102, Australia
| | - Afshin Moradi
- Faculty of Medicine, Frazer Institute, The University of Queensland, 37 Kent Street, Woolloongabba, Brisbane, QLD, 4102, Australia
| | - Joseph Yunis
- Faculty of Medicine, Frazer Institute, The University of Queensland, 37 Kent Street, Woolloongabba, Brisbane, QLD, 4102, Australia
- Faculty of Medicine, Ian Frazer Centre for Children's Immunotherapy Research, Children's Health Research Centre, The University of Queensland, Brisbane, QLD, Australia
| | | | | | - Rahul Ladwa
- Princess Alexandra Hospital, Brisbane, QLD, Australia
| | - Ken O'Byrne
- Princess Alexandra Hospital, Brisbane, QLD, Australia
| | - Arutha Kulasinghe
- Faculty of Medicine, Frazer Institute, The University of Queensland, 37 Kent Street, Woolloongabba, Brisbane, QLD, 4102, Australia.
| |
Collapse
|
21
|
Kagamu H. Immunotherapy for non-small cell lung cancer. Respir Investig 2024; 62:307-312. [PMID: 38310751 DOI: 10.1016/j.resinv.2024.01.011] [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: 08/20/2023] [Revised: 12/19/2023] [Accepted: 01/19/2024] [Indexed: 02/06/2024]
Abstract
Immune checkpoint inhibitors (ICI) bind to programmed cell death-1 (PD-1)/PD-1 ligand-1 (PD-L1) and Cytotoxic T-lymphocyte antigen-4 (CTLA-4), which suppress T-cell function and inhibit their inhibitory function, resulting in T-cell activation. ICI have been approved for a wide range of cancers, including malignant melanoma, renal cell carcinoma, non-small cell lung cancer, head and neck cancer, Hodgkin's disease, small-cell lung cancer, malignant pleural mesothelioma, gastric cancer, esophageal cancer, breast cancer, uterine cancer, and hepatocellular carcinoma, and the number of indications continues to grow. In addition to the treatment of advanced disease, the anti-tumor effect has been demonstrated across disease stages, from locally advanced disease to early-stage operative disease. The treatment of lung cancer is at the forefront of this trend and long-term durable responses and survival benefits in lung cancer have been exhibited that were unimaginable when cytotoxic anticancer agents were the only treatment options. However, treatment efficacy varies greatly from case to case, and no biomarkers have been developed to accurately predict efficacy. In this article, we discuss the past and future of ICI therapy for lung cancer, based on clinical and basic evidence accumulated to-date.
Collapse
Affiliation(s)
- Hiroshi Kagamu
- Department of Respiratory Medicine, Saitama Medical University International Medical Center, 1397-1 Yamane, Hidaka, Saitama, 350-1298, Japan.
| |
Collapse
|
22
|
Peng Y, Ouyang C, Wu Y, Ma R, Li H, Li Y, Jing J, Sun L. A novel PCDscore based on programmed cell death-related genes can effectively predict prognosis and therapy responses of colon adenocarcinoma. Comput Biol Med 2024; 170:107933. [PMID: 38217978 DOI: 10.1016/j.compbiomed.2024.107933] [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: 07/27/2023] [Revised: 12/06/2023] [Accepted: 01/01/2024] [Indexed: 01/15/2024]
Abstract
Emerging evidence suggests a correlation between oncogenesis and programmed cell death (PCD). However, comprehensive studies that incorporate all identified PCD-related genes to guide colon adenocarcinoma (COAD) prognosis and precision treatment strategies are lacking. In this study, a series of bioinformatics analyses were comprehensively conducted using data from the TCGA-COAD, GSE17538, and GSE39582 cohorts. A total of 21 PCD-associated prognostic genes were identified through univariate Cox analysis. LASSO and multivariate Cox methods were employed to establish a prognostic gene signature (ALOX12, HSPA1A, IL13, MID2, RFFL, and SLC39A8) and the corresponding scoring system, termed PCDscore, which exhibited robust predictive ability. The ssGSEA and ESTIMATE algorithms were utilized to evaluate the tumor microenvironment of COAD. The high PCDscore group demonstrated a poorer prognosis, characterized by lower CD4+ T cell infiltration and a higher stromal score. In contrast, the low PCDscore group exhibited sensitivity to common chemotherapy drugs such as Cisplatin and 5-Fluorouracil. Single-cell sequencing analysis further revealed that the high-PCDscore group displayed a lower proportion of CD4+ T cells. Colorectal cancer samples from the years 2013-2017 were employed to validate the PCDscore, while those from 2018 to 2019 served as a temporal external validation set for the PCDscore. In vitro experimental results indicated that the overexpression of SLC39A8 inhibited the proliferation and invasion of colorectal cancer cells. The study developed a novel PCDscore system based on the analysis of genes related to all identified PCD types, providing valuable insights into clinical prognosis and drug sensitivity for patients with COAD.
Collapse
Affiliation(s)
- Yangjie Peng
- Key Laboratory of Gastrointestinal Cancer Etiology and Prevention, Shenyang 110001, Liaoning, China; Department of Anorectal Surgery, The First Hospital of China Medical University, Shenyang 110001, Liaoning, China
| | - Cheng Ouyang
- Key Laboratory of Gastrointestinal Cancer Etiology and Prevention, Shenyang 110001, Liaoning, China; Tumor Etiology and Screening Department of Cancer Institute, and Key Laboratory of Cancer Etiology and Prevention in Liaoning Education Department, The First Hospital of China Medical University, Shenyang 110001, Liaoning, China
| | - Yijun Wu
- Key Laboratory of Gastrointestinal Cancer Etiology and Prevention, Shenyang 110001, Liaoning, China; Tumor Etiology and Screening Department of Cancer Institute, and Key Laboratory of Cancer Etiology and Prevention in Liaoning Education Department, The First Hospital of China Medical University, Shenyang 110001, Liaoning, China
| | - Rui Ma
- Key Laboratory of Gastrointestinal Cancer Etiology and Prevention, Shenyang 110001, Liaoning, China; Tumor Etiology and Screening Department of Cancer Institute, and Key Laboratory of Cancer Etiology and Prevention in Liaoning Education Department, The First Hospital of China Medical University, Shenyang 110001, Liaoning, China
| | - Hao Li
- Department of Clinical Laboratory, The First Hospital of China Medical University, Shenyang 110001, Liaoning, China
| | - Yanke Li
- Key Laboratory of Gastrointestinal Cancer Etiology and Prevention, Shenyang 110001, Liaoning, China; Department of Anorectal Surgery, The First Hospital of China Medical University, Shenyang 110001, Liaoning, China.
| | - Jingjing Jing
- Key Laboratory of Gastrointestinal Cancer Etiology and Prevention, Shenyang 110001, Liaoning, China; Tumor Etiology and Screening Department of Cancer Institute, and Key Laboratory of Cancer Etiology and Prevention in Liaoning Education Department, The First Hospital of China Medical University, Shenyang 110001, Liaoning, China.
| | - Liping Sun
- Key Laboratory of Gastrointestinal Cancer Etiology and Prevention, Shenyang 110001, Liaoning, China; Tumor Etiology and Screening Department of Cancer Institute, and Key Laboratory of Cancer Etiology and Prevention in Liaoning Education Department, The First Hospital of China Medical University, Shenyang 110001, Liaoning, China.
| |
Collapse
|
23
|
Xu M, Li C, Xiang L, Chen S, Chen L, Ling G, Hu Y, Yang L, Yuan X, Xia X, Zhang H. Assessing the causal relationship between 731 immunophenotypes and the risk of lung cancer: a bidirectional mendelian randomization study. BMC Cancer 2024; 24:270. [PMID: 38408977 PMCID: PMC10898084 DOI: 10.1186/s12885-024-12014-1] [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: 12/12/2023] [Accepted: 02/16/2024] [Indexed: 02/28/2024] Open
Abstract
BACKGROUND Previous studies have observed a link between immunophenotypes and lung cancer, both of which are closely associated with genetic factors. However, the causal relationship between them remains unclear. METHODS Bidirectional Mendelian randomization (MR) was performed on publicly available genome-wide association study (GWAS) summary statistics to analyze the causal relationships between 731 immunophenotypes and lung cancer. Sensitivity analyses were conducted to verify the robustness, heterogeneity, and potential horizontal pleiotropy of our findings. RESULTS Following Bonferroni adjustment, CD14- CD16+ monocyte (OR = 0.930, 95%CI 0.900-0.960, P = 8.648 × 10- 6, PBonferroni = 0.006) and CD27 on CD24+ CD27+ B cells (OR = 1.036, 95%CI 1.020-1.053, P = 1.595 × 10 - 5, PBonferroni = 0.012) were identified as having a causal role in lung cancer via the inverse variance weighted (IVW) method. At a more relaxed threshold, CD27 on IgD+ CD24+ B cell (OR = 1.035, 95%CI 1.017-1.053, P = 8.666 × 10- 5, PBonferroni = 0.063) and CD27 on switched memory B cell (OR = 1.037, 95%CI 1.018-1.056, P = 1.154 × 10- 4, PBonferroni = 0.084) were further identified. No statistically significant effects of lung cancer on immunophenotypes were found. CONCLUSIONS The elevated level of CD14- CD16+ monocytes was a protective factor against lung cancer. Conversely, CD27 on CD24+ CD27+ B cell was a risk factor. CD27 on class-switched memory B cells and IgD+ CD24+ B cells were potential risk factors for lung cancer. This research enhanced our comprehension of the interplay between immune responses and lung cancer risk. Additionally, these findings offer valuable perspectives for the development of immunologically oriented therapeutic strategies.
Collapse
Affiliation(s)
- Ming Xu
- The Second Affiliated Hospital, Yuying Children's Hospital, Wenzhou Medical University, 109 West Xueyuan Road, Lucheng District, Zhejiang, 325007, Wenzhou, PR China
| | - Chengkai Li
- The Second Affiliated Hospital, Yuying Children's Hospital, Wenzhou Medical University, 109 West Xueyuan Road, Lucheng District, Zhejiang, 325007, Wenzhou, PR China
| | - Liyan Xiang
- The Second Affiliated Hospital, Yuying Children's Hospital, Wenzhou Medical University, 109 West Xueyuan Road, Lucheng District, Zhejiang, 325007, Wenzhou, PR China
| | - Siyue Chen
- The Second Affiliated Hospital, Yuying Children's Hospital, Wenzhou Medical University, 109 West Xueyuan Road, Lucheng District, Zhejiang, 325007, Wenzhou, PR China
| | - Lin Chen
- The Second Affiliated Hospital, Yuying Children's Hospital, Wenzhou Medical University, 109 West Xueyuan Road, Lucheng District, Zhejiang, 325007, Wenzhou, PR China
| | - Gongxia Ling
- The Second Affiliated Hospital, Yuying Children's Hospital, Wenzhou Medical University, 109 West Xueyuan Road, Lucheng District, Zhejiang, 325007, Wenzhou, PR China
| | - Yanqing Hu
- The Second Affiliated Hospital, Yuying Children's Hospital, Wenzhou Medical University, 109 West Xueyuan Road, Lucheng District, Zhejiang, 325007, Wenzhou, PR China
| | - Lan Yang
- The Second Affiliated Hospital, Yuying Children's Hospital, Wenzhou Medical University, 109 West Xueyuan Road, Lucheng District, Zhejiang, 325007, Wenzhou, PR China
| | - Xiang Yuan
- The Second Affiliated Hospital, Yuying Children's Hospital, Wenzhou Medical University, 109 West Xueyuan Road, Lucheng District, Zhejiang, 325007, Wenzhou, PR China
| | - Xiaodong Xia
- The Second Affiliated Hospital, Yuying Children's Hospital, Wenzhou Medical University, 109 West Xueyuan Road, Lucheng District, Zhejiang, 325007, Wenzhou, PR China.
| | - Hailin Zhang
- The Second Affiliated Hospital, Yuying Children's Hospital, Wenzhou Medical University, 109 West Xueyuan Road, Lucheng District, Zhejiang, 325007, Wenzhou, PR China.
- Department of Children's Respiration Disease, The Second Affiliated Hospital and Yuying Children's Hospital, Wenzhou Medical University, 109 West Xueyuan Road, Lucheng District, 325027, Wenzhou, Zhejiang, PR China.
| |
Collapse
|
24
|
Kong X, Li Q, Wang D, Wang M, Yang F, Meng J. Mechanism of Qizhen decoction-mediated maturation of DC cells to activate the IL-12/JAK2/STAT4 pathway to sensitise PD-1 inhibitors in the treatment of colorectal cancer. JOURNAL OF ETHNOPHARMACOLOGY 2024; 320:117399. [PMID: 37956913 DOI: 10.1016/j.jep.2023.117399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Revised: 11/05/2023] [Accepted: 11/06/2023] [Indexed: 11/20/2023]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Traditional Chinese medicine has been utilized to treat colorectal cancer (CRC). Qizhen decoction (QZD), a potential compound prescription of traditional Chinese medicine, possesses multiple biological activities. It has been used to treat CRC in clinical practice and has been proven to be effective. AIM OF THE STUDY To investigate the impact of QZD supported by intestinal flora in combination with PD-1 inhibitor on colorectal cancer, and to elucidate the mechanism by which QZD enhances the sensitivity of PD-1 inhibitor against colorectal cancer. MATERIALS AND METHODS Observation of Intestinal Flora Mediating the Effect of QZD Combined with PD-1 Inhibitor in the Treatment of Colorectal Cancer. We used Flow cytometry and qPCR to detect the effect of QZD combined with PD-1 inhibitor on the activation of effector T cells in a wild mouse model of colorectal cancer. In wild and germ-free mouse models, the differences in inflammatory factors, pathological change, body mass, colorectal length, and tumour load were observed. In the study of the mechanism of QZD combined with PD-1 inhibitor in the treatment of colorectal cancer, the study evaluated the abundance of Akkermansia, the phenotypes of effector T cells and DC cells, as well as inflammatory factors in each group of mice to determine whether Akkermansia played a role in activating DC cells. Based on the JAK2/TYK2/STAT4 pathway, the mechanism of PD-1 inhibitor sensitisation by QZD in colorectal cancer was further investigated. RESULTS We found that QZD combined with PD-1 inhibitor could improve the therapeutic effect on colorectal cancer by inducing more critical immune functions. QZD promotes increased Akkermansia abundance in the gut. Akkermansia promotes maturation of DC cells, and mature DC cells activate the IL-12/JAK2/STAT4 pathway, which significantly activates effector T cells. Akkermansia is key to QZD combined with PD-1 inhibitor-mediated immunity exerting a therapeutic effect on colorectal cancer. CONCLUSION The mechanism of action of the QZD sensitizing PD-1 inhibitor is to promote the maturation of DC cells to release IL-12 and activate the JAK2/STAT4 pathway to induce effector T cell activation by increasing the abundance of Akkermansia.
Collapse
Affiliation(s)
- Xianbin Kong
- College of Traditional Chinese Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, China.
| | - Qingbo Li
- College of Traditional Chinese Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, China.
| | - Dong Wang
- College of Traditional Chinese Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, China.
| | - Miao Wang
- College of Traditional Chinese Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, China.
| | - Fan Yang
- College of Traditional Chinese Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, China.
| | - Jingyan Meng
- College of Traditional Chinese Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, China.
| |
Collapse
|
25
|
Hansen UK, Church CD, Carnaz Simões AM, Frej MS, Bentzen AK, Tvingsholm SA, Becker JC, Fling SP, Ramchurren N, Topalian SL, Nghiem PT, Hadrup SR. T antigen-specific CD8+ T cells associate with PD-1 blockade response in virus-positive Merkel cell carcinoma. J Clin Invest 2024; 134:e177082. [PMID: 38618958 PMCID: PMC11014655 DOI: 10.1172/jci177082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Accepted: 01/23/2024] [Indexed: 04/16/2024] Open
Abstract
Merkel cell carcinoma (MCC) is a highly immunogenic skin cancer primarily induced by Merkel cell polyomavirus, which is driven by the expression of the oncogenic T antigens (T-Ags). Blockade of the programmed cell death protein-1 (PD-1) pathway has shown remarkable response rates, but evidence for therapy-associated T-Ag-specific immune response and therapeutic strategies for the nonresponding fraction are both limited. We tracked T-Ag-reactive CD8+ T cells in peripheral blood of 26 MCC patients under anti-PD1 therapy, using DNA-barcoded pMHC multimers, displaying all peptides from the predicted HLA ligandome of the oncoproteins, covering 33 class I haplotypes. We observed a broad T cell recognition of T-Ags, including identification of 20 T-Ag-derived epitopes we believe to be novel. Broadening of the T-Ag recognition profile and increased T cell frequencies during therapy were strongly associated with clinical response and prolonged progression-free survival. T-Ag-specific T cells could be further boosted and expanded directly from peripheral blood using artificial antigen-presenting scaffolds, even in patients with no detectable T-Ag-specific T cells. These T cells provided strong tumor-rejection capacity while retaining a favorable phenotype for adoptive cell transfer. These findings demonstrate that T-Ag-specific T cells are associated with the clinical outcome to PD-1 blockade and that Ag-presenting scaffolds can be used to boost such responses.
Collapse
Affiliation(s)
- Ulla Kring Hansen
- Section of Experimental and Translational Immunology, Department of Health Technology, Technical University of Denmark, Kongens Lyngby, Denmark
- PokeAcell Aps, BioInnovation Institute, Copenhagen, Denmark
| | - Candice D. Church
- Department of Dermatology, Department of Medicine, University of Washington, Seattle, Washington, USA
| | | | - Marcus Svensson Frej
- Section of Experimental and Translational Immunology, Department of Health Technology, Technical University of Denmark, Kongens Lyngby, Denmark
- PokeAcell Aps, BioInnovation Institute, Copenhagen, Denmark
| | - Amalie Kai Bentzen
- Section of Experimental and Translational Immunology, Department of Health Technology, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Siri A. Tvingsholm
- Section of Experimental and Translational Immunology, Department of Health Technology, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Jürgen C. Becker
- Department of Translational Skin Cancer Research, University Hospital Essen and German Cancer Consortium (DKTK), Essen, Germany
- German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Dermatology, University Hospital Essen, Essen, Germany
| | | | | | - Suzanne L. Topalian
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland, USA
| | - Paul T. Nghiem
- Department of Dermatology, Department of Medicine, University of Washington, Seattle, Washington, USA
- Fred Hutchinson Cancer Center, Seattle, Washington, USA
| | - Sine Reker Hadrup
- Section of Experimental and Translational Immunology, Department of Health Technology, Technical University of Denmark, Kongens Lyngby, Denmark
| |
Collapse
|
26
|
Luo YH, Shen CI, Chiang CL, Huang HC, Chen YM. Dynamic immune signatures of patients with advanced non-small-cell lung cancer for infection prediction after immunotherapy. Front Immunol 2024; 15:1269253. [PMID: 38343550 PMCID: PMC10853389 DOI: 10.3389/fimmu.2024.1269253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2023] [Accepted: 01/11/2024] [Indexed: 02/15/2024] Open
Abstract
Background Pulmonary infections are a crucial health concern for patients with advanced non-small-cell lung cancer (NSCLC). Whether the clinical outcome of pulmonary infection is influenced by immunotherapy(IO) remains unclear. By evaluating immune signatures, this study investigated the post-immunotherapy risk of pulmonary infection in patients with lung cancer and identified circulating biomarkers that predict post-immunotherapy infection. Methods Blood specimens were prospectively collected from patients with NSCLC before and after chemotherapy(C/T) and/or IO to explore dynamic changes in immune signatures. Real-world clinical data were extracted from medical records for outcome evaluation. Mass cytometry and ELISA were employed to analyze immune signatures and cytokine profiles to reveal potential correlations between immune profiles and the risk of infection. Results The retrospective cohort included 283 patients with advanced NSCLC. IO was associated with a lower risk of pneumonia (odds ratio=0.46, p=0.012). Patients receiving IO and remained pneumonia-free exhibited the most favorable survival outcomes compared with those who received C/T or developed pneumonia (p<0.001). The prospective cohort enrolled 30 patients. The proportion of circulating NK cells significantly increased after treatment in IO alone (p<0.001) and C/T+IO group (p<0.01). An increase in cell densities of circulating PD-1+CD8+(cytotoxic) T cells (p<0.01) and PD-1+CD4+ T cells (p<0.01) were observed in C/T alone group after treatment. In IO alone group, a decrease in cell densities of TIM-3+ and PD-1+ cytotoxic T cells (p<0.05), and PD-1+CD4+ T cells (p<0.01) were observed after treatment. In C/T alone and C/T+IO groups, cell densities of circulating PD-1+ cytotoxic T cells significantly increased in patients with pneumonia after treatment(p<0.05). However, in IO alone group, cell density of PD-1+ cytotoxic T cells significantly decreased in patients without pneumonia after treatment (p<0.05). TNF-α significantly increased after treatment with IO alone (p<0.05) but decreased after C/T alone (p<0.01). Conclusions Our results indicate that the incorporation of immunotherapy into treatment regimens may potentially offer protective effects against pulmonary infection. Protective effects are associated with reduction of exhausted T-cells and augmentation of TNF-α and NK cells. Exhausted T cells, NK cells, and TNF-α may play crucial roles in immune responses against infections. These observations highlight the potential utility of certain circulating biomarkers, particularly exhausted T cells, for predicting post-treatment infections.
Collapse
Affiliation(s)
- Yung-Hung Luo
- Department of Chest Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Chia-I Shen
- Department of Chest Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Institute of Clinical Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Chi-Lu Chiang
- Department of Chest Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Institute of Clinical Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Hsu-Ching Huang
- Department of Chest Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Yuh-Min Chen
- Department of Chest Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| |
Collapse
|
27
|
Kawaguchi T, Okamoto K, Fujimoto S, Bando M, Wada H, Miyamoto H, Sato Y, Muguruma N, Horimoto K, Takayama T. Lansoprazole inhibits the development of sessile serrated lesions by inducing G1 arrest via Skp2/p27 signaling pathway. J Gastroenterol 2024; 59:11-23. [PMID: 37989907 DOI: 10.1007/s00535-023-02052-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 10/07/2023] [Indexed: 11/23/2023]
Abstract
BACKGROUND Although the serrated-neoplasia pathway reportedly accounts for 15-30% of colorectal cancer (CRC), no studies on chemoprevention of sessile serrated lesions (SSLs) have been reported. We searched for effective compounds comprehensively from a large series of compounds by employing Connectivity Map (CMAP) analysis of SSL-specific gene expression profiles coupled with in vitro screening using SSL patient-derived organoids (PDOs), and validated their efficacy using a xenograft mouse model of SSL. METHODS We generated SSL-specific gene signatures based on DNA microarray data, and applied them to CMAP analysis with 1309 FDA-approved compounds to select candidate compounds. We evaluated their inhibitory effects on SSL-PDOs using a cell viability assay. SSL-PDOs were orthotopically transplanted into NOG mice for in vivo evaluation. The signal transduction pathway was evaluated by gene expression profile and protein expression analysis. RESULTS We identified 221 compounds by employing CMAP analysis of SSL-specific signatures, which should cancel the gene signatures, and narrowed them down to 17 compounds. Cell viability assay using SSL-PDOs identified lansoprazole as having the lowest IC50 value (47 µM) among 17 compounds. When SSL-PDO was orthotopically transplanted into murine intestinal tract, the tumor grew gradually. Administration of lansoprazole to mice inhibited the growth of SSL xenograft whereas the tumor in control mice treated with vehicle alone grew gradually over time. The Ki67 index in xenograft lesions from the lansoprazole group was significantly lower compared with the control group. Cell cycle analysis of SSL-PDOs treated with lansoprazole exhibited a significant increase in G1 phase cell population. Microarray and protein analysis revealed that lansoprazole downregulated Skp2 expression and upregulated p27 expression in SSL-PDOs. CONCLUSIONS Our data strongly suggest that lansoprazole is the most effective chemopreventive agent against SSL, and that lansoprazole induces G1 cell cycle arrest by downregulating Skp2 and upregulating p27 in SSL cells.
Collapse
Affiliation(s)
- Tomoyuki Kawaguchi
- Department of Gastroenterology and Oncology, Institute of Biomedical Sciences, Tokushima University Graduate School, 3-18-15 Kuramoto-cho, Tokushima, 770-8503, Japan
| | - Koichi Okamoto
- Department of Gastroenterology and Oncology, Institute of Biomedical Sciences, Tokushima University Graduate School, 3-18-15 Kuramoto-cho, Tokushima, 770-8503, Japan
| | - Shota Fujimoto
- Department of Gastroenterology and Oncology, Institute of Biomedical Sciences, Tokushima University Graduate School, 3-18-15 Kuramoto-cho, Tokushima, 770-8503, Japan
| | - Masahiro Bando
- Department of Gastroenterology and Oncology, Institute of Biomedical Sciences, Tokushima University Graduate School, 3-18-15 Kuramoto-cho, Tokushima, 770-8503, Japan
| | - Hironori Wada
- Department of Gastroenterology and Oncology, Institute of Biomedical Sciences, Tokushima University Graduate School, 3-18-15 Kuramoto-cho, Tokushima, 770-8503, Japan
| | - Hiroshi Miyamoto
- Department of Gastroenterology and Oncology, Institute of Biomedical Sciences, Tokushima University Graduate School, 3-18-15 Kuramoto-cho, Tokushima, 770-8503, Japan
| | - Yasushi Sato
- Department of Community Medicine for Gastroenterology and Oncology, Tokushima University Graduate School of Biomedical Sciences, 3-18-15 Kuramoto-cho, Tokushima, 770-8503, Japan
| | - Naoki Muguruma
- Department of Gastroenterology and Oncology, Institute of Biomedical Sciences, Tokushima University Graduate School, 3-18-15 Kuramoto-cho, Tokushima, 770-8503, Japan
| | - Katsuhisa Horimoto
- Molecular Profiling Research Center for Drug Discovery (Molprof) National Institute of Advanced Industrial Science and Technology (AIST), 2-3-26 Aomi, Koto-ku, Tokyo, 135-0064, Japan
- SOCIUM Inc, 2-4-7 Aomi, Koto-ku, Tokyo, 135-0064, Japan
| | - Tetsuji Takayama
- Department of Gastroenterology and Oncology, Institute of Biomedical Sciences, Tokushima University Graduate School, 3-18-15 Kuramoto-cho, Tokushima, 770-8503, Japan.
| |
Collapse
|
28
|
Luo H, Wang W, Mai J, Yin R, Cai X, Li Q. The nexus of dynamic T cell states and immune checkpoint blockade therapy in the periphery and tumor microenvironment. Front Immunol 2023; 14:1267918. [PMID: 37881432 PMCID: PMC10597640 DOI: 10.3389/fimmu.2023.1267918] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 09/18/2023] [Indexed: 10/27/2023] Open
Abstract
Immune checkpoint blockade (ICB) therapies, that is, using monoclonal antibodies to reinvigorate tumor-reactive, antigen-specific T cells from the inhibitory effects of CTLA-4, PD-1 and PD-L1 immune checkpoints, have revolutionized the therapeutic landscape of modern oncology. However, only a subset of patients can benefit from the ICB therapy. Biomarkers associated with ICB response, resistance and prognosis have been subjected to intensive research in the past decade. Early studies focused on the analysis of tumor specimens and their residing microenvironment. However, biopsies can be challenging to obtain in clinical practice, and do not reflect the dynamic changes of immunological parameters during the ICB therapy. Recent studies have investigated profiles of antigen-specific T cells derived from the peripheral compartment using multi-omics approaches. By tracking the clonotype and diversity of tumor-reactive T cell receptor repertoire, these studies collectively establish that de novo priming of antigen-specific T cells in peripheral blood occurs throughout the course of ICB, whereas preexisting T cells prior to ICB are exhausted to various degrees. Here, we review what is known about ICB-induced T cell phenotypic and functional changes in cancer patients both within the tumor microenvironment and in the peripheral compartment. A better understanding of parameters influencing the response to ICBs will provide rationales for developing novel diagnostics and combinatorial therapeutic strategies to maximize the clinical efficacies of ICB therapies.
Collapse
Affiliation(s)
- Hong Luo
- Department of Obstetrics & Gynecology, Laboratory Medicine and Pediatrics, West China Second University Hospital, Key Laboratory of Birth Defects and Related Diseases of Women and Children, Ministry of Education, Development and Related Diseases of Women and Children Key Laboratory of Sichuan Province, Center of Growth, Metabolism and Aging, State Key Laboratory of Biotherapy and Collaborative Innovation Center of Biotherapy, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Wenxiang Wang
- Xinxiang Central Hospital, The Fourth Clinical College of Xinxiang Medical University, Xinxiang, Henan, China
| | - Jia Mai
- Department of Obstetrics & Gynecology, Laboratory Medicine and Pediatrics, West China Second University Hospital, Key Laboratory of Birth Defects and Related Diseases of Women and Children, Ministry of Education, Development and Related Diseases of Women and Children Key Laboratory of Sichuan Province, Center of Growth, Metabolism and Aging, State Key Laboratory of Biotherapy and Collaborative Innovation Center of Biotherapy, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Rutie Yin
- Department of Obstetrics & Gynecology, Laboratory Medicine and Pediatrics, West China Second University Hospital, Key Laboratory of Birth Defects and Related Diseases of Women and Children, Ministry of Education, Development and Related Diseases of Women and Children Key Laboratory of Sichuan Province, Center of Growth, Metabolism and Aging, State Key Laboratory of Biotherapy and Collaborative Innovation Center of Biotherapy, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Xuyu Cai
- Institute of Respiratory Health, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Qintong Li
- Department of Obstetrics & Gynecology, Laboratory Medicine and Pediatrics, West China Second University Hospital, Key Laboratory of Birth Defects and Related Diseases of Women and Children, Ministry of Education, Development and Related Diseases of Women and Children Key Laboratory of Sichuan Province, Center of Growth, Metabolism and Aging, State Key Laboratory of Biotherapy and Collaborative Innovation Center of Biotherapy, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| |
Collapse
|
29
|
Chen Y, Gong L, Gu P, Hua Y, Sun Y, Ni S, Zhou X, Tang Z. Pan-immune-inflammation and its dynamics: predictors of survival and immune-related adverse events in patients with advanced NSCLC receiving immunotherapy. BMC Cancer 2023; 23:944. [PMID: 37803437 PMCID: PMC10557237 DOI: 10.1186/s12885-023-11366-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 09/04/2023] [Indexed: 10/08/2023] Open
Abstract
OBJECTIVES Pan-immune-inflammation value (PIV) is defined by the neutrophil, platelet, monocyte, and lymphocyte counts and is associated with immune-checkpoint inhibitor (ICI) therapy outcomes in advanced non-small cell lung cancer (aNSCLC). However, PIV is dynamic under therapy and its longitudinal assessment may help predict efficacy. This study investigated the impact of baseline PIV and its dynamics on ICI efficacy and its immune-related adverse events (irAEs). The study additionally attempted to understand the biological significance of PIV. PATIENTS AND METHODS This retrospective study analyzed the clinical data of 269 consecutive patients with aNSCLC. PIV was calculated at baseline and at weeks 3-4 to determine its association with overall survival (OS), progression-free survival (PFS), and irAEs. RESULTS Results revealed that low baseline PIV was positively correlated with the incidence of irAEs. Moreover, a low PIV at baseline was significantly associated with a prolonged PFS (median PFS: 10 vs. 7 months, p = 0.0005) and OS (median OS: 29 vs. 21 months, p < 0.0001). When the PIV at baseline and weeks 3-4 was considered together, its low dynamics correlated with a higher incidence of irAEs (p = 0.001), a longer PFS (median PFS, 9 vs. 6 months, p = 0.012), and a longer OS (median OS; 28 vs. 21 months, p = 0.002). CONCLUSION Thus, PIV at baseline and its dynamics are novel and potent predictors of irAEs, PFS, and OS in patients with aNSCLC receiving immunotherapy. Moreover, the PIV dynamics may be an effective, novel surrogate marker to dynamically observe the efficacy of immunotherapy.
Collapse
Affiliation(s)
- Yiqun Chen
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, 226001, China
| | - Lingyan Gong
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, 226001, China
| | - Pengyang Gu
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, 226001, China
| | - Yiwen Hua
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, 226001, China
| | - Yingfang Sun
- Department of Pharmacy, Affiliated Hospital of Nantong University, Pharmacy School of Nantong University, Nantong, 226001, China
| | - Songshi Ni
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, 226001, China.
| | - Xiaoyu Zhou
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, 226001, China.
| | - Zhiyuan Tang
- Department of Pharmacy, Affiliated Hospital of Nantong University, Pharmacy School of Nantong University, Nantong, 226001, China.
| |
Collapse
|
30
|
Xie L, Fang J, Yu J, Zhang W, He Z, Ye L, Wang H. The role of CD4 + T cells in tumor and chronic viral immune responses. MedComm (Beijing) 2023; 4:e390. [PMID: 37829505 PMCID: PMC10565399 DOI: 10.1002/mco2.390] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2023] [Revised: 09/06/2023] [Accepted: 09/12/2023] [Indexed: 10/14/2023] Open
Abstract
Immunotherapies are mainly aimed to promote a CD8+ T cell response rather than a CD4+ T cell response as cytotoxic T lymphocytes (CTLs) can directly kill target cells. Recently, CD4+ T cells have received more attention due to their diverse roles in tumors and chronic viral infections. In antitumor and antichronic viral responses, CD4+ T cells relay help signals through dendritic cells to indirectly regulate CD8+ T cell response, interact with B cells or macrophages to indirectly modulate humoral immunity or macrophage polarization, and inhibit tumor blood vessel formation. Additionally, CD4+ T cells can also exhibit direct cytotoxicity toward target cells. However, regulatory T cells exhibit immunosuppression and CD4+ T cells become exhausted, which promote tumor progression and chronic viral persistence. Finally, we also outline immunotherapies based on CD4+ T cells, including adoptive cell transfer, vaccines, and immune checkpoint blockade. Overall, this review summarizes diverse roles of CD4+ T cells in the antitumor or protumor and chronic viral responses, and also highlights the immunotherapies based on CD4+ T cells, giving a better understanding of their roles in tumors and chronic viral infections.
Collapse
Affiliation(s)
- Luoyingzi Xie
- Institute of Hepatopancreatobiliary SurgeryChongqing General HospitalChongqingChina
- The Institute of ImmunologyThird Military Medical University (Army Medical University)ChongqingChina
| | - Jingyi Fang
- The Institute of ImmunologyThird Military Medical University (Army Medical University)ChongqingChina
| | - Juncheng Yu
- Department of Thoracic SurgeryXinqiao Hospital Third Military Medical University (Army Medical University)ChongqingChina
| | - Weinan Zhang
- Department of Plastic & Cosmetic SurgeryArmy Medical Center of PLAAmy Medical UniversityChongqingChina
| | - Zhiqiang He
- Department of Plastic & Cosmetic SurgeryArmy Medical Center of PLAAmy Medical UniversityChongqingChina
| | - Lilin Ye
- The Institute of ImmunologyThird Military Medical University (Army Medical University)ChongqingChina
| | - Huaizhi Wang
- Institute of Hepatopancreatobiliary SurgeryChongqing General HospitalChongqingChina
| |
Collapse
|
31
|
Topchyan P, Lin S, Cui W. The Role of CD4 T Cell Help in CD8 T Cell Differentiation and Function During Chronic Infection and Cancer. Immune Netw 2023; 23:e41. [PMID: 37970230 PMCID: PMC10643329 DOI: 10.4110/in.2023.23.e41] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Revised: 09/29/2023] [Accepted: 10/17/2023] [Indexed: 11/17/2023] Open
Abstract
CD4 and CD8 T cells are key players in the immune response against both pathogenic infections and cancer. CD4 T cells provide help to CD8 T cells via multiple mechanisms, including licensing dendritic cells (DCs), co-stimulation, and cytokine production. During acute infection and vaccination, CD4 T cell help is important for the development of CD8 T cell memory. However, during chronic viral infection and cancer, CD4 helper T cells are critical for the sustained effector CD8 T cell response, through a variety of mechanisms. In this review, we focus on T cell responses in conditions of chronic Ag stimulation, such as chronic viral infection and cancer. In particular, we address the significant role of CD4 T cell help in promoting effector CD8 T cell responses, emerging techniques that can be utilized to further our understanding of how these interactions may take place in the context of tertiary lymphoid structures, and how this key information can be harnessed for therapeutic utility against cancer.
Collapse
Affiliation(s)
- Paytsar Topchyan
- Blood Research Institute, Versiti Wisconsin, Milwaukee, WI 53213, USA
- Department of Microbiology and Immunology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Siying Lin
- Blood Research Institute, Versiti Wisconsin, Milwaukee, WI 53213, USA
- Department of Microbiology and Immunology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
- Department of Pathology, Northwestern University, Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Weiguo Cui
- Blood Research Institute, Versiti Wisconsin, Milwaukee, WI 53213, USA
- Department of Microbiology and Immunology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
- Department of Pathology, Northwestern University, Feinberg School of Medicine, Chicago, IL 60611, USA
| |
Collapse
|
32
|
Earland N, Zhang W, Usmani A, Nene A, Bacchiocchi A, Chen DY, Sznol M, Halaban R, Chaudhuri AA, Newman AM. CD4 T cells and toxicity from immune checkpoint blockade. Immunol Rev 2023; 318:96-109. [PMID: 37491734 PMCID: PMC10838135 DOI: 10.1111/imr.13248] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2023] [Accepted: 06/27/2023] [Indexed: 07/27/2023]
Abstract
Immune-related toxicities, otherwise known as immune-related adverse events (irAEs), occur in a substantial fraction of cancer patients treated with immune checkpoint inhibitors (ICIs). Ranging from asymptomatic to life-threatening, ICI-induced irAEs can result in hospital admission, high-dose corticosteroid treatment, ICI discontinuation, and in some cases, death. A deeper understanding of the factors underpinning severe irAE development will be essential for improved irAE prediction and prevention, toward maximizing the benefits and safety profiles of ICIs. In recent work, we applied mass cytometry, single-cell RNA sequencing, single-cell V(D)J sequencing, bulk RNA sequencing, and bulk T-cell receptor (TCR) sequencing to identify pretreatment determinants of severe irAE development in patients with advanced melanoma. Across 71 patients separated into three cohorts, we found that two baseline features in circulation-elevated activated CD4 effector memory T-cell abundance and TCR diversity-are associated with severe irAE development, independent of the affected organ system within 3 months of ICI treatment initiation. Here, we provide an extended perspective on this work, synthesize and discuss related literature, and summarize practical considerations for clinical translation. Collectively, these findings lay a foundation for data-driven and mechanistic insights into irAE development, with the potential to reduce ICI morbidity and mortality in the future.
Collapse
Affiliation(s)
- Noah Earland
- Division of Cancer Biology, Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO, USA
- Division of Biology and Biomedical Sciences, Washington University School of Medicine, St. Louis, MO, USA
| | - Wubing Zhang
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, CA, USA
| | - Abul Usmani
- Division of Cancer Biology, Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO, USA
| | | | - Antonella Bacchiocchi
- Yale Cancer Center, Yale University School of Medicine, New Haven, Connecticut, USA
- Department of Dermatology, Yale University School of Medicine, New Haven, CT, USA
| | - David Y. Chen
- Division of Dermatology, Washington University School of Medicine, St. Louis, MO, USA
- Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO, USA
| | - Mario Sznol
- Yale Cancer Center, Yale University School of Medicine, New Haven, Connecticut, USA
- Department of Medicine, Division of Medical Oncology, Yale University School of Medicine, New Haven, CT, USA
| | - Ruth Halaban
- Yale Cancer Center, Yale University School of Medicine, New Haven, Connecticut, USA
- Department of Dermatology, Yale University School of Medicine, New Haven, CT, USA
| | - Aadel A. Chaudhuri
- Division of Cancer Biology, Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO, USA
- Division of Biology and Biomedical Sciences, Washington University School of Medicine, St. Louis, MO, USA
- Department of Genetics, Washington University School of Medicine, St. Louis, MO, USA
- Department of Computer Science and Engineering, Washington University in St. Louis, St. Louis, MO, USA
- Department of Biomedical Engineering, Washington University in St. Louis, St. Louis, MO, USA
| | - Aaron M. Newman
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, CA, USA
- Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
- Stanford Cancer Institute, Stanford University, Stanford, CA, USA
| |
Collapse
|
33
|
Lin Y, Luo S, Luo M, Lu X, Li Q, Xie M, Huang Y, Liao X, Zhang Y, Li Y, Liang R. Homologous recombination repair gene mutations in colorectal cancer favors treatment of immune checkpoint inhibitors. Mol Carcinog 2023; 62:1271-1283. [PMID: 37232365 DOI: 10.1002/mc.23562] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Revised: 05/03/2023] [Accepted: 05/06/2023] [Indexed: 05/27/2023]
Abstract
Immune checkpoint inhibitor (ICI) therapy is insensitive for Colorectal cancer (CRC) patients with microsatellite stable (MSS). Genomic data of three CRC cohort, n = 35), and the Cancer Genome Atlas (TCGA CRC cohort, n = 377), were analyzed. A cohort treated with ICIs from Memorial Sloan Kettering Cancer Center (MSKCC CRC cohort, n = 110) and two cases from the local hospital were characterized the impact of the HRR mutation on prognosis of CRC. Homologous recombination repair (HRR) gene mutations were more common in CN and HL cohorts (27.85%; 48.57%) than in TCGA CRC cohort (15.92%), especially in the MSS populations, the frequencies of HRR mutation were higher in CN and HL cohort (27.45%, 51.72%) than in TCGA cohort (6.85%). HRR mutations were associated with high tumor mutational burden (TMB-H). Although HRR mutation uncorrelated with an improved overall survival in the MSKCC CRC cohort (p = 0.97), HRR mutated patients had a significantly improved OS compared to the HRR wildtype population particularly in MSS subgroups (p = 0.0407) under ICI treatment. It probably contributed by a higher neoantigen and increased CD4+ T cell infiltration which found in the TCGA MSS HRR mutated CRC cohort. The similar phenomenon on cases was observed that MSS metastatic CRC patient with HRR mutation seemed more sensitive to ICI after multi-line chemotherapy in clinical practice than HRR wildtype. This finding suggests the feasibility of HRR mutation as an immunotherapy response predictor in MSS CRC, which highlights a potential therapeutic approach for these patients.
Collapse
Affiliation(s)
- Yan Lin
- Department of Medical Oncology, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, People's Republic of China
| | - Shanshan Luo
- Department of Gastrointestinal Gland Surgery, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, People's Republic of China
| | - Min Luo
- Department of Medical Oncology, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, People's Republic of China
| | - Xuerou Lu
- Department of Medical Oncology, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, People's Republic of China
| | - Qian Li
- Department of Medical Oncology, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, People's Republic of China
| | - Mingzhi Xie
- Department of Medical Oncology, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, People's Republic of China
| | - Yu Huang
- Department of Medical Oncology, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, People's Republic of China
| | - Xiaoli Liao
- Department of Medical Oncology, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, People's Republic of China
| | - Yumei Zhang
- Department of Medical Oncology, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, People's Republic of China
| | - Yongqiang Li
- Department of Medical Oncology, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, People's Republic of China
| | - Rong Liang
- Department of Medical Oncology, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, People's Republic of China
| |
Collapse
|
34
|
Marcos Rubio A, Everaert C, Van Damme E, De Preter K, Vermaelen K. Circulating immune cell dynamics as outcome predictors for immunotherapy in non-small cell lung cancer. J Immunother Cancer 2023; 11:e007023. [PMID: 37536935 PMCID: PMC10401220 DOI: 10.1136/jitc-2023-007023] [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: 06/25/2023] [Indexed: 08/05/2023] Open
Abstract
The use of immune checkpoint inhibitors (ICIs) continues to transform the therapeutic landscape of non-small cell lung cancer (NSCLC), with these drugs now being evaluated at every stage of the disease. In contrast to these advances, little progress has been made with respect to reliable predictive biomarkers that can inform clinicians on therapeutic efficacy. All current biomarkers for outcome prediction, including PD-L1, tumor mutational burden or complex immune gene expression signatures, require access to tumor tissue. Besides the invasive nature of the sampling procedure, other disadvantages of tumor tissue biopsies are the inability to capture the complete spatial heterogeneity of the tumor and the difficulty to perform longitudinal follow-up on treatment. A concept emerges in which systemic immune events developing at a distance from the tumor reflect local response or resistance to immunotherapy. The importance of this cancer 'macroenvironment', which can be deciphered by comprehensive analysis of peripheral blood immune cell subsets, has been demonstrated in several cutting-edge preclinical reports, and is corroborated by intriguing data emerging from ICI-treated patients. In this review, we will provide the biological rationale underlying the potential of blood immune cell-based biomarkers in guiding treatment decision in immunotherapy-eligible NSCLC patients. Finally, we will describe new techniques that will facilitate the discovery of more immune cell subpopulations with potential to become predictive biomarkers, and reflect on ways and the remaining challenges to bring this type of analysis to the routine clinical care in the near future.
Collapse
Affiliation(s)
- Alvaro Marcos Rubio
- VIB UGent Center for Medical Biotechnology, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
- Department of Biomolecular Medicine, Ghent University, Gent, Belgium
| | - Celine Everaert
- VIB UGent Center for Medical Biotechnology, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
- Department of Biomolecular Medicine, Ghent University, Gent, Belgium
| | - Eufra Van Damme
- VIB UGent Center for Medical Biotechnology, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
- Department of Biomolecular Medicine, Ghent University, Gent, Belgium
| | - Katleen De Preter
- VIB UGent Center for Medical Biotechnology, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
- Department of Biomolecular Medicine, Ghent University, Gent, Belgium
| | - Karim Vermaelen
- Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
- Tumor Immunology Laboratory, Department of Pulmonary Medicine, University Hospital Ghent, Ghent, Belgium
| |
Collapse
|
35
|
Liu X, Hong C, Jiang Y, Li W, Chen Y, Ma Y, Zhao P, Li T, Chen H, Liu X, Cheng L. Co-expression module analysis reveals high expression homogeneity for both coding and non-coding genes in sepsis. BMC Genomics 2023; 24:418. [PMID: 37488493 PMCID: PMC10364430 DOI: 10.1186/s12864-023-09460-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Accepted: 06/16/2023] [Indexed: 07/26/2023] Open
Abstract
Sepsis is a life-threatening condition characterized by a harmful host response to infection with organ dysfunction. Annually about 20 million people are dead owing to sepsis and its mortality rates is as high as 20%. However, no studies have been carried out to investigate sepsis from the system biology point of view, as previous research predominantly focused on individual genes without considering their interactions and associations. Here, we conducted a comprehensive exploration of genome-wide expression alterations in both mRNAs and long non-coding RNAs (lncRNAs) in sepsis, using six microarray datasets. Co-expression networks were conducted to identify mRNA and lncRNA modules, respectively. Comparing these sepsis modules with normal modules, we observed a homogeneous expression pattern within the mRNA/lncRNA members, with the majority of them displaying consistent expression direction. Moreover, we identified consistent modules across diverse datasets, consisting of 20 common mRNA members and two lncRNAs, namely CHRM3-AS2 and PRKCQ-AS1, which are potential regulators of sepsis. Our results reveal that the up-regulated common mRNAs are mainly involved in the processes of neutrophil mediated immunity, while the down-regulated mRNAs and lncRNAs are significantly overrepresented in T-cell mediated immunity functions. This study sheds light on the co-expression patterns of mRNAs and lncRNAs in sepsis, providing a novel perspective and insight into the sepsis transcriptome, which may facilitate the exploration of candidate therapeutic targets and molecular biomarkers for sepsis.
Collapse
Affiliation(s)
- Xiaojun Liu
- Department of Critical Care, Shenzhen People's Hospital, First Affiliated Hospital of Southern University of Science and Technology, Second Clinical Medicine College of Jinan University, Shenzhen, 518020, China
| | - Chengying Hong
- Department of Critical Care, Shenzhen People's Hospital, First Affiliated Hospital of Southern University of Science and Technology, Second Clinical Medicine College of Jinan University, Shenzhen, 518020, China
| | - Yichun Jiang
- Department of Critical Care, Shenzhen People's Hospital, First Affiliated Hospital of Southern University of Science and Technology, Second Clinical Medicine College of Jinan University, Shenzhen, 518020, China
| | - Wei Li
- Department of Critical Care, Shenzhen People's Hospital, First Affiliated Hospital of Southern University of Science and Technology, Second Clinical Medicine College of Jinan University, Shenzhen, 518020, China
| | - Youlian Chen
- Department of Critical Care, Shenzhen People's Hospital, First Affiliated Hospital of Southern University of Science and Technology, Second Clinical Medicine College of Jinan University, Shenzhen, 518020, China
| | - Yonghui Ma
- Department of Critical Care, Shenzhen People's Hospital, First Affiliated Hospital of Southern University of Science and Technology, Second Clinical Medicine College of Jinan University, Shenzhen, 518020, China
| | - Pengfei Zhao
- Department of Critical Care, Shenzhen People's Hospital, First Affiliated Hospital of Southern University of Science and Technology, Second Clinical Medicine College of Jinan University, Shenzhen, 518020, China
| | - Tiyuan Li
- Department of Critical Care, Shenzhen People's Hospital, First Affiliated Hospital of Southern University of Science and Technology, Second Clinical Medicine College of Jinan University, Shenzhen, 518020, China
| | - Huaisheng Chen
- Department of Critical Care, Shenzhen People's Hospital, First Affiliated Hospital of Southern University of Science and Technology, Second Clinical Medicine College of Jinan University, Shenzhen, 518020, China.
| | - Xueyan Liu
- Department of Critical Care, Shenzhen People's Hospital, First Affiliated Hospital of Southern University of Science and Technology, Second Clinical Medicine College of Jinan University, Shenzhen, 518020, China.
| | - Lixin Cheng
- Department of Critical Care, Shenzhen People's Hospital, First Affiliated Hospital of Southern University of Science and Technology, Second Clinical Medicine College of Jinan University, Shenzhen, 518020, China.
| |
Collapse
|
36
|
Federico L, Tvedt THA, Gainullin M, Osen JR, Chaban V, Lund KP, Tietze L, Tran TT, Lund-Johansen F, Kared H, Lind A, Vaage JT, Stratford R, Tennøe S, Malone B, Clancy T, Myhre AEL, Gedde-Dahl T, Munthe LA. Robust spike-specific CD4 + and CD8 + T cell responses in SARS-CoV-2 vaccinated hematopoietic cell transplantation recipients: a prospective, cohort study. Front Immunol 2023; 14:1210899. [PMID: 37503339 PMCID: PMC10369799 DOI: 10.3389/fimmu.2023.1210899] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Accepted: 06/13/2023] [Indexed: 07/29/2023] Open
Abstract
Poor overall survival of hematopoietic stem cell transplantation (HSCT) recipients who developed COVID-19 underlies the importance of SARS-CoV-2 vaccination. Previous studies of vaccine efficacy have reported weak humoral responses but conflicting results on T cell immunity. Here, we have examined the relationship between humoral and T cell response in 48 HSCT recipients who received two doses of Moderna's mRNA-1273 or Pfizer/BioNTech's BNT162b2 vaccines. Nearly all HSCT patients had robust T cell immunity regardless of protective humoral responses, with 18/48 (37%, IQR 8.679-5601 BAU/mL) displaying protective IgG anti-receptor binding domain (RBD) levels (>2000 BAU/mL). Flow cytometry analysis of activation induced markers (AIMs) revealed that 90% and 74% of HSCT patients showed reactivity towards immunodominant spike peptides in CD8+ and CD4+ T cells, respectively. The response rate increased to 90% for CD4+ T cells as well when we challenged the cells with a complete set of overlapping peptides spanning the entire spike protein. T cell response was detectable as early as 3 months after transplant, but only CD4+ T cell reactivity correlated with IgG anti-RBD level and time after transplantation. Boosting increased seroconversion rate, while only one patient developed COVID-19 requiring hospitalization. Our data suggest that HSCT recipients with poor serological responses were protected from severe COVID-19 by vaccine-induced T cell responses.
Collapse
Affiliation(s)
- Lorenzo Federico
- Department of Immunology, Oslo University Hospital, Oslo, Norway
- KG Jebsen Centre for B Cell Malignancies, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | | | - Murat Gainullin
- Department of Immunology, Oslo University Hospital, Oslo, Norway
- KG Jebsen Centre for B Cell Malignancies, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Julie Røkke Osen
- Department of Immunology, Oslo University Hospital, Oslo, Norway
- KG Jebsen Centre for B Cell Malignancies, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Viktoriia Chaban
- Department of Immunology, Oslo University Hospital, Oslo, Norway
- KG Jebsen Centre for B Cell Malignancies, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Katrine Persgård Lund
- Department of Immunology, Oslo University Hospital, Oslo, Norway
- KG Jebsen Centre for B Cell Malignancies, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Lisa Tietze
- Department of Immunology, Oslo University Hospital, Oslo, Norway
- ImmunoLingo Convergence Center, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Trung The Tran
- Department of Immunology, Oslo University Hospital, Oslo, Norway
- ImmunoLingo Convergence Center, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Fridtjof Lund-Johansen
- Department of Immunology, Oslo University Hospital, Oslo, Norway
- ImmunoLingo Convergence Center, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Hassen Kared
- Department of Immunology, Oslo University Hospital, Oslo, Norway
- KG Jebsen Centre for B Cell Malignancies, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Andreas Lind
- Department of Microbiology, Oslo University Hospital, Oslo, Norway
| | - John Torgils Vaage
- ImmunoLingo Convergence Center, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | | | | | | | | | - Anders Eivind Leren Myhre
- Department of Haematology, Oslo University Hospital, Oslo, Norway
- ImmunoLingo Convergence Center, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | | | - Ludvig André Munthe
- Department of Immunology, Oslo University Hospital, Oslo, Norway
- KG Jebsen Centre for B Cell Malignancies, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| |
Collapse
|
37
|
Inomata M, Matsumoto M, Takata N, Hayashi K, Seto Z, Hirai T, Tokui K, Taka C, Okazawa S, Kambara K, Imanishi S, Miwa T, Hayashi R, Matsui S, Tobe K. Peripheral CD4 memory T cells predict the efficacy of immune checkpoint inhibitor therapy in patients with non-small cell lung cancer. Sci Rep 2023; 13:10807. [PMID: 37402763 DOI: 10.1038/s41598-023-37736-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Accepted: 06/27/2023] [Indexed: 07/06/2023] Open
Abstract
Immune checkpoint inhibitors have significantly improved the prognosis in patients with non-small cell lung cancer, compared with cytotoxic agents. However, the prediction of treatment response is often difficult, even after assessing the tumor programmed death-ligand 1 expression. We conducted this observational study to analyze the association between the differentiation of peripheral CD4 + T cells and the efficacy of immune checkpoint inhibitor therapy. We enrolled patients who were diagnosed with non-small cell lung cancer and received immune checkpoint inhibitor therapy between 2020 and 2022. Blood samples were collected at the start of immune checkpoint inhibitor therapy, and the expressions of PD-1, CCR7, and CD45RA in peripheral CD4 + T cells were analyzed by flow cytometry. The association between the findings of flow cytometry and survival after the initiation of the immune checkpoint inhibitor therapy was evaluated. Forty patients with non-small cell lung cancer were enrolled. The Cox proportional hazards model showed that an increased proportion of CD45RA-CD4 + T cells was associated with a reduced risk of progression after adjustment for performance status, tumor programmed death-ligand 1 expression level, mutation status of the epidermal growth factor receptor gene, and combined therapy with cytotoxic agents. The present study showed that the proportion of peripheral CD45RA- CD4 + T cells was associated with progression-free survival after the initiation of immune checkpoint inhibitor therapy, independent of several clinical factors.
Collapse
Affiliation(s)
- Minehiko Inomata
- First Department of Internal Medicine, Toyama University Hospital, Toyama, Japan.
| | - Masahiro Matsumoto
- First Department of Internal Medicine, Toyama University Hospital, Toyama, Japan
| | - Naoki Takata
- First Department of Internal Medicine, Toyama University Hospital, Toyama, Japan
| | - Kana Hayashi
- First Department of Internal Medicine, Toyama University Hospital, Toyama, Japan
| | - Zenta Seto
- First Department of Internal Medicine, Toyama University Hospital, Toyama, Japan
| | - Takahiro Hirai
- First Department of Internal Medicine, Toyama University Hospital, Toyama, Japan
| | - Kotaro Tokui
- First Department of Internal Medicine, Toyama University Hospital, Toyama, Japan
| | - Chihiro Taka
- First Department of Internal Medicine, Toyama University Hospital, Toyama, Japan
| | - Seisuke Okazawa
- First Department of Internal Medicine, Toyama University Hospital, Toyama, Japan
| | - Kenta Kambara
- First Department of Internal Medicine, Toyama University Hospital, Toyama, Japan
| | - Shingo Imanishi
- First Department of Internal Medicine, Toyama University Hospital, Toyama, Japan
| | - Toshiro Miwa
- First Department of Internal Medicine, Toyama University Hospital, Toyama, Japan
| | - Ryuji Hayashi
- Department of Clinical Oncology, Toyama University Hospital, Toyama, Japan
| | - Shoko Matsui
- First Department of Internal Medicine, Toyama University Hospital, Toyama, Japan
| | - Kazuyuki Tobe
- First Department of Internal Medicine, Toyama University Hospital, Toyama, Japan
| |
Collapse
|
38
|
Curkovic NB, Johnson DB. Updates in toxicities associated with immune checkpoint inhibitors. Expert Rev Clin Immunol 2023; 19:1117-1129. [PMID: 37276071 PMCID: PMC10527235 DOI: 10.1080/1744666x.2023.2221434] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Accepted: 05/31/2023] [Indexed: 06/07/2023]
Abstract
INTRODUCTION Immune checkpoint inhibitors (ICIs) have become a pillar of treatment for numerous cancers with increasing use in combination with other ICIs and in earlier stages of disease treatment. Although effective, ICI use is accompanied by a milieu of potentially bothersome or even life-threatening toxicities known as immune-related adverse events (irAEs), necessitating careful monitoring and early intervention. AREAS COVERED In this review, we provide an overview of recent advances surrounding toxicity pathophysiology and treatment in the context of relevant organ systems. An emphasis on current treatments by toxicity, as well as updates on steroid-refractory toxicities, chronic toxicities, and biomarkers will be a focus of this update on the current understanding of irAEs. EXPERT OPINION ICI toxicities are a major limitation on the deployment of multi-agent ICI regimens and are thus a major priority to understand, treat, and prevent. Recent developments have led to greater understanding of the pathophysiology of these events, which may lead to improved prevention or mitigation strategies. Further, early studies have also suggested steroid-sparing approaches that may be useful. Ultimately, preventing and managing irAEs will be a key goal toward successful ICI treatment across a broader range of patients with cancer.
Collapse
Affiliation(s)
| | - Douglas B. Johnson
- Department of Hematology/Oncology, Vanderbilt University Medical Center, Nashville, Tennessee
| |
Collapse
|
39
|
Yanagihara A, Yamasaki S, Hashimoto K, Taguchi R, Umesaki T, Imai H, Kaira K, Nitanda H, Sakaguchi H, Ishida H, Kobayashi K, Horimoto K, Kagamu H. A Th1-like CD4 + T-cell Cluster That Predicts Disease-free Survival in Early-stage Lung Cancer. CANCER RESEARCH COMMUNICATIONS 2023; 3:1277-1285. [PMID: 37476074 PMCID: PMC10355164 DOI: 10.1158/2767-9764.crc-23-0167] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 06/21/2023] [Accepted: 06/23/2023] [Indexed: 07/22/2023]
Abstract
Perioperative immune checkpoint inhibitors have been shown to improve prognosis in early-stage lung cancer. However, no biomarkers are known to indicate the requirement for treatment. This study aimed to identify T-cell clusters responsible for antitumor immunity in patients with early-stage lung cancer. Preoperative blood samples from 50 consecutive patients with lung cancer who were diagnosed as operable and underwent complete resection were analyzed by mass cytometry. Patients were divided into two groups: no recurrence at a minimum observation period of 851 days (median observation period: 1,031.5 days) and recurrence by the last observation date. Mass cytometry and single-cell RNA sequencing analysis of lymph nodes (LN) and tumor-infiltrating T cells were also performed. CCR4-CCR6+ Th7R showed discriminative ability between recurrence and non-recurrence patients with lung cancer. Patients with more than 3.04% Th7R showed significantly favorable disease-free survival. Th7R was a major component of CD4+ T cells in tumor microenvironments and LNs adjacent to lung cancer tissues and was the only cluster that decreased in peripheral blood after the removal of cancer tissues, suggesting that Th7R was primed and proliferated in tumor-draining LNs in the presence of cancer tissues. Th7R had the kinetics that antitumor T cells should have, as indicated by the cancer immunity cycle; thus, peripheral blood Th7R could represent the potency of tumor immunity by reflecting priming and proliferation in tumor-draining LNs and Th7R in the tumor microenvironment. Prediction using peripheral Th7R before surgery could allow the selection of patients who require perioperative drug therapy and optimize therapeutic interventions with clinical implications. Significance Peripheral Th7R, a Th1-like CD4+ T-cell cluster reflecting priming status in draining LNs and immune status in the tumor microenvironment, predicts disease-free survival after complete resection and has significant clinical relevance in selecting appropriate therapeutic interventions in patients with early-stage lung cancer.
Collapse
Affiliation(s)
- Akitoshi Yanagihara
- Department of General Thoracic Surgery, Saitama Medical University International Medical Center, Hidaka, Saitama, Japan
| | - Satoshi Yamasaki
- Department of Respiratory Medicine, Saitama Medical University International Medical Center, Hidaka, Saitama, Japan
- Department of Clinical Cancer Genomics, Saitama Medical University International Medical Center, Hidaka, Saitama, Japan
| | - Kosuke Hashimoto
- Department of Respiratory Medicine, Saitama Medical University International Medical Center, Hidaka, Saitama, Japan
| | - Ryo Taguchi
- Department of General Thoracic Surgery, Saitama Medical University International Medical Center, Hidaka, Saitama, Japan
| | - Tetsuya Umesaki
- Department of General Thoracic Surgery, Saitama Medical University International Medical Center, Hidaka, Saitama, Japan
| | - Hisao Imai
- Department of Respiratory Medicine, Saitama Medical University International Medical Center, Hidaka, Saitama, Japan
| | - Kyoichi Kaira
- Department of Respiratory Medicine, Saitama Medical University International Medical Center, Hidaka, Saitama, Japan
| | - Hiroyuki Nitanda
- Department of General Thoracic Surgery, Saitama Medical University International Medical Center, Hidaka, Saitama, Japan
| | - Hirozo Sakaguchi
- Department of General Thoracic Surgery, Saitama Medical University International Medical Center, Hidaka, Saitama, Japan
| | - Hironori Ishida
- Department of General Thoracic Surgery, Saitama Medical University International Medical Center, Hidaka, Saitama, Japan
| | - Kunihiko Kobayashi
- Department of Respiratory Medicine, Saitama Medical University International Medical Center, Hidaka, Saitama, Japan
| | - Katsuhisa Horimoto
- Department of Respiratory Medicine, Saitama Medical University International Medical Center, Hidaka, Saitama, Japan
- Artificial Intelligence Research Center, National Institute of Advanced Industrial Science and Technology, Koto-ku, Tokyo, Japan
| | - Hiroshi Kagamu
- Department of Respiratory Medicine, Saitama Medical University International Medical Center, Hidaka, Saitama, Japan
| |
Collapse
|
40
|
Bocanegra A, Fernández-Hinojal G, Ajona D, Blanco E, Zuazo M, Garnica M, Chocarro L, Alfaro-Arnedo E, Piñeiro-Hermida S, Morente P, Fernández L, Remirez A, Echaide M, Martinez-Aguillo M, Morilla I, Tavira B, Roncero A, Gotera C, Ventura A, Recalde N, Pichel JG, Lasarte JJ, Montuenga L, Vera R, Pio R, Escors D, Kochan G. Plasma fractalkine contributes to systemic myeloid diversity and PD-L1/PD-1 blockade in lung cancer. EMBO Rep 2023:e55884. [PMID: 37366231 PMCID: PMC10398648 DOI: 10.15252/embr.202255884] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 05/17/2023] [Accepted: 06/02/2023] [Indexed: 06/28/2023] Open
Abstract
Recent studies highlight the importance of baseline functional immunity for immune checkpoint blockade therapies. High-dimensional systemic immune profiling is performed in a cohort of non-small-cell lung cancer patients undergoing PD-L1/PD-1 blockade immunotherapy. Responders show high baseline myeloid phenotypic diversity in peripheral blood. To quantify it, we define a diversity index as a potential biomarker of response. This parameter correlates with elevated activated monocytic cells and decreased granulocytic phenotypes. High-throughput profiling of soluble factors in plasma identifies fractalkine (FKN), a chemokine involved in immune chemotaxis and adhesion, as a biomarker of response to immunotherapy that also correlates with myeloid cell diversity in human patients and murine models. Secreted FKN inhibits lung adenocarcinoma growth in vivo through a prominent contribution of systemic effector NK cells and increased tumor immune infiltration. FKN sensitizes murine lung cancer models refractory to anti-PD-1 treatment to immune checkpoint blockade immunotherapy. Importantly, recombinant FKN and tumor-expressed FKN are efficacious in delaying tumor growth in vivo locally and systemically, indicating a potential therapeutic use of FKN in combination with immunotherapy.
Collapse
Affiliation(s)
- Ana Bocanegra
- Oncoimmunology Group, Navarrabiomed, Hospital Universitario de Navarra, Universidad Publica de Navarra (UPNA), IdISNA, Pamplona, Spain
| | | | - Daniel Ajona
- Program in Solid Tumors, CIMA-University of Navarre-IdISNA, Pamplona, Spain
- CIBERONC, Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain
- Department of Biochemistry and Genetics, School of Sciences, University of Navarra-IdISNA, Pamplona, Spain
| | - Ester Blanco
- Oncoimmunology Group, Navarrabiomed, Hospital Universitario de Navarra, Universidad Publica de Navarra (UPNA), IdISNA, Pamplona, Spain
- Program in Gene Therapy and Regulation of Gene Expression, CIMA-University of Navarra-IdISNA, Pamplona, Spain
| | - Miren Zuazo
- Oncoimmunology Group, Navarrabiomed, Hospital Universitario de Navarra, Universidad Publica de Navarra (UPNA), IdISNA, Pamplona, Spain
| | - Maider Garnica
- Oncoimmunology Group, Navarrabiomed, Hospital Universitario de Navarra, Universidad Publica de Navarra (UPNA), IdISNA, Pamplona, Spain
| | - Luisa Chocarro
- Oncoimmunology Group, Navarrabiomed, Hospital Universitario de Navarra, Universidad Publica de Navarra (UPNA), IdISNA, Pamplona, Spain
| | - Elvira Alfaro-Arnedo
- Lung Cancer and Respiratory Diseases Unit, Center for Biomedical Research of La Rioja (CIBIR), Fundación Rioja Salud, Logroño, Spain
| | - Sergio Piñeiro-Hermida
- Oncoimmunology Group, Navarrabiomed, Hospital Universitario de Navarra, Universidad Publica de Navarra (UPNA), IdISNA, Pamplona, Spain
| | - Pilar Morente
- Oncoimmunology Group, Navarrabiomed, Hospital Universitario de Navarra, Universidad Publica de Navarra (UPNA), IdISNA, Pamplona, Spain
| | - Leticia Fernández
- Oncoimmunology Group, Navarrabiomed, Hospital Universitario de Navarra, Universidad Publica de Navarra (UPNA), IdISNA, Pamplona, Spain
| | - Ana Remirez
- Program in Solid Tumors, CIMA-University of Navarre-IdISNA, Pamplona, Spain
| | - Miriam Echaide
- Oncoimmunology Group, Navarrabiomed, Hospital Universitario de Navarra, Universidad Publica de Navarra (UPNA), IdISNA, Pamplona, Spain
| | | | - Idoia Morilla
- Department of Oncology, Hospital Universitario de Navarra-IdISNA, Pamplona, Spain
| | - Beatriz Tavira
- Program in Solid Tumors, CIMA-University of Navarre-IdISNA, Pamplona, Spain
- Cancer Center University of Navarra (CCUN), Pamplona, Spain
- Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra-IdISNA, Pamplona, Spain
| | - Alejandra Roncero
- Pathological Anatomy Service, Hospital Universitario San Pedro, Rioja Salud, Logroño, Spain
- Pneumology Service, Rioja Salud, Logroño, Spain
| | | | | | | | - José G Pichel
- Lung Cancer and Respiratory Diseases Unit, Center for Biomedical Research of La Rioja (CIBIR), Fundación Rioja Salud, Logroño, Spain
- Spanish Biomedical Research Networking Centre, CIBERES, Madrid, Spain
| | - Juan José Lasarte
- Cancer Center University of Navarra (CCUN), Pamplona, Spain
- Program in Immunology and Immunotherapy, CIMA-University of Navarra-IdISNA, Pamplona, Spain
| | - Luis Montuenga
- Program in Solid Tumors, CIMA-University of Navarre-IdISNA, Pamplona, Spain
- CIBERONC, Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain
- Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra-IdISNA, Pamplona, Spain
| | - Ruth Vera
- Department of Oncology, Hospital Universitario de Navarra-IdISNA, Pamplona, Spain
| | - Ruben Pio
- Program in Solid Tumors, CIMA-University of Navarre-IdISNA, Pamplona, Spain
- CIBERONC, Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain
- Department of Biochemistry and Genetics, School of Sciences, University of Navarra-IdISNA, Pamplona, Spain
| | - David Escors
- Oncoimmunology Group, Navarrabiomed, Hospital Universitario de Navarra, Universidad Publica de Navarra (UPNA), IdISNA, Pamplona, Spain
| | - Grazyna Kochan
- Oncoimmunology Group, Navarrabiomed, Hospital Universitario de Navarra, Universidad Publica de Navarra (UPNA), IdISNA, Pamplona, Spain
| |
Collapse
|
41
|
Tritz ZP, Ayasoufi K, Wolf DM, Owens CA, Malo CS, Himes BT, Fain CE, Goddery EN, Yokanovich LT, Jin F, Hansen MJ, Parney IF, Wang C, Moynihan KD, Irvine DJ, Wittrup KD, Marcano RMD, Vile RG, Johnson AJ. Anti-PD-1 and Extended Half-life IL2 Synergize for Treatment of Murine Glioblastoma Independent of Host MHC Class I Expression. Cancer Immunol Res 2023; 11:763-776. [PMID: 36921098 PMCID: PMC10239322 DOI: 10.1158/2326-6066.cir-22-0570] [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: 07/25/2022] [Revised: 01/20/2023] [Accepted: 03/10/2023] [Indexed: 03/17/2023]
Abstract
Glioblastoma (GBM) is the most common malignant brain tumor in adults, responsible for approximately 225,000 deaths per year. Despite preclinical successes, most interventions have failed to extend patient survival by more than a few months. Treatment with anti-programmed cell death protein 1 (anti-PD-1) immune checkpoint blockade (ICB) monotherapy has been beneficial for malignant tumors such as melanoma and lung cancers but has yet to be effectively employed in GBM. This study aimed to determine whether supplementing anti-PD-1 ICB with engineered extended half-life IL2, a potent lymphoproliferative cytokine, could improve outcomes. This combination therapy, subsequently referred to as enhanced checkpoint blockade (ECB), delivered intraperitoneally, reliably cures approximately 50% of C57BL/6 mice bearing orthotopic GL261 gliomas and extends median survival of the treated cohort. In the CT2A model, characterized as being resistant to CBI, ECB caused a decrease in CT2A tumor volume in half of measured animals similar to what was observed in GL261-bearing mice, promoting a trending survival increase. ECB generates robust immunologic responses, features of which include secondary lymphoid organ enlargement and increased activation status of both CD4 and CD8 T cells. This immunity is durable, with long-term ECB survivors able to resist GL261 rechallenge. Through employment of depletion strategies, ECB's efficacy was shown to be independent of host MHC class I-restricted antigen presentation but reliant on CD4 T cells. These results demonstrate ECB is efficacious against the GL261 glioma model through an MHC class I-independent mechanism and supporting further investigation into IL2-supplemented ICB therapies for tumors of the central nervous system.
Collapse
Affiliation(s)
| | | | | | | | - Courtney S. Malo
- Mayo Clinic Graduate School of Biomedical Sciences, Rochester, MN
| | - Benjamin T. Himes
- Mayo Clinic Graduate School of Biomedical Sciences, Rochester, MN
- Mayo Clinic Department of Neurologic Surgery, Rochester, MN
| | - Cori E. Fain
- Mayo Clinic Graduate School of Biomedical Sciences, Rochester, MN
| | - Emma N. Goddery
- Mayo Clinic Graduate School of Biomedical Sciences, Rochester, MN
| | | | - Fang Jin
- Mayo Clinic Department of Immunology, Rochester, MN
| | | | - Ian F. Parney
- Mayo Clinic Department of Immunology, Rochester, MN
- Mayo Clinic Department of Neurologic Surgery, Rochester, MN
| | - Chensu Wang
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA
| | - Kelly D. Moynihan
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA
| | - Darrell J. Irvine
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA
- Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA
- Howard Hughes Medical Institute, Chevy Chase, MD
| | - K. Dane Wittrup
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA
| | | | - Richard G. Vile
- Mayo Clinic Department of Immunology, Rochester, MN
- Mayo Clinic Department of Molecular Medicine, Rochester, MN
| | - Aaron J. Johnson
- Mayo Clinic Department of Immunology, Rochester, MN
- Mayo Clinic Department of Molecular Medicine, Rochester, MN
- Mayo Clinic Department of Neurology, Rochester, MN
| |
Collapse
|
42
|
Gao XN, Su YF, Li MY, Jing Y, Wang J, Xu L, Zhang LL, Wang A, Wang YZ, Zheng X, Li YF, Liu DH. Single-center phase 2 study of PD-1 inhibitor combined with DNA hypomethylation agent + CAG regimen in patients with relapsed/refractory acute myeloid leukemia. Cancer Immunol Immunother 2023:10.1007/s00262-023-03454-y. [PMID: 37166484 DOI: 10.1007/s00262-023-03454-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Accepted: 04/19/2023] [Indexed: 05/12/2023]
Abstract
Anti-PD-1 monotherapy had limited clinical efficacy in relapsed/refractory (r/r) AML patients with higher PD-1 and PD-L1 expression. Hence, we investigated the efficacy and safety of PD-1 inhibitor with DNA hypomethylating agent (HMA) + CAG regimen in patients who had failed prior AML therapy. In this phase 2, single-arm study, r/r AML patients received azacitidine or decitabine plus CAG regimen with tislelizumab. Primary endpoints were efficacy (objective response rate [ORR]) and safety. Secondary endpoints included overall survival (OS), event-free survival (EFS) and duration of response (DOR). Statistical analyses were performed using Stata 14.0 and SPSS 20.0 software where P < 0.05 denoted significance. Twenty-seven patients were enrolled patients and completed 1 cycle, and 14 (51.9%) and 4 (14.8%) patients completed 2 and 3 cycles, respectively. ORR was 63% (14: complete remission [CR]/CR with incomplete hematologic recovery [CRi], 3: partial remission (PR), 10: no response [NR]). Median OS (mOS) and EFS were 9.7 and 9.2 months, respectively. With a median follow-up of 8.2 months (1.1-26.9), the mOS was not reached in responders (CR/CRi/PR) while it was 2.4 months (0.0-5.4) in nonresponders (P = 0.002). Grade 2-3 immune-related adverse events (irAEs) were observed in 4 (14.8%) patients and 3 nonresponders died of lung infection after treatment. Tislelizumab + HMA + CAG regimen showed improved outcomes in r/r AML patients with lower pretherapy leukemia burden. irAEs were mild and low-grade and higher pretherapy bone marrow CD4+ CD127+ PD-1+ T cells might serve as a predictor of treatment response.ClinicalTrials.gov identifier NCT04541277.
Collapse
Affiliation(s)
- Xiao-Ning Gao
- Senior Department of Hematology, The Fifth Medical Center, Chinese PLA General Hospital, 8 East Main Street, Beijing, 100071, China.
| | - Yong-Feng Su
- Senior Department of Hematology, The Fifth Medical Center, Chinese PLA General Hospital, 8 East Main Street, Beijing, 100071, China
| | - Meng-Yue Li
- Senior Department of Hematology, The Fifth Medical Center, Chinese PLA General Hospital, 8 East Main Street, Beijing, 100071, China
- Graduate School, Chinese PLA General Hospital, Beijing, 100853, China
| | - Yu Jing
- Department of Hematology, The First Medical Center, Chinese PLA General Hospital, Beijing, 100853, China
| | - Jun Wang
- Senior Department of Hematology, The Fifth Medical Center, Chinese PLA General Hospital, 8 East Main Street, Beijing, 100071, China
| | - Lei Xu
- Senior Department of Hematology, The Fifth Medical Center, Chinese PLA General Hospital, 8 East Main Street, Beijing, 100071, China
| | - Lin-Lin Zhang
- Department of Hematology, The First Medical Center, Chinese PLA General Hospital, Beijing, 100853, China
| | - An Wang
- Senior Department of Hematology, The Fifth Medical Center, Chinese PLA General Hospital, 8 East Main Street, Beijing, 100071, China
| | - Yi-Zhi Wang
- Senior Department of Hematology, The Fifth Medical Center, Chinese PLA General Hospital, 8 East Main Street, Beijing, 100071, China
| | - Xuan Zheng
- Senior Department of Hematology, The Fifth Medical Center, Chinese PLA General Hospital, 8 East Main Street, Beijing, 100071, China
| | - Yan-Fen Li
- Department of Hematology, The First Medical Center, Chinese PLA General Hospital, Beijing, 100853, China
| | - Dai-Hong Liu
- Senior Department of Hematology, The Fifth Medical Center, Chinese PLA General Hospital, 8 East Main Street, Beijing, 100071, China.
| |
Collapse
|
43
|
Jeremiah N, Ferran H, Antoniadou K, De Azevedo K, Nikolic J, Maurin M, Benaroch P, Manel N. RELA tunes innate-like interferon I/III responses in human T cells. J Exp Med 2023; 220:e20220666. [PMID: 36820829 PMCID: PMC9998965 DOI: 10.1084/jem.20220666] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Revised: 11/11/2022] [Accepted: 01/10/2023] [Indexed: 02/24/2023] Open
Abstract
In innate immune cells, intracellular sensors such as cGAS-STING stimulate type I/III interferon (IFN) expression, which promotes antiviral defense and immune activation. However, how IFN-I/III expression is controlled in adaptive cells is poorly understood. Here, we identify a transcriptional rheostat orchestrated by RELA that confers human T cells with innate-like abilities to produce IFN-I/III. Despite intact cGAS-STING signaling, IFN-I/III responses are stunted in CD4+ T cells compared with dendritic cells or macrophages. We find that lysine residues in RELA tune the IFN-I/III response at baseline and in response to STING stimulation in CD4+ T cells. This response requires positive feedback driven by cGAS and IRF7 expression. By combining RELA with IRF3 and DNA demethylation, IFN-I/III production in CD4+ T cells reaches levels observed in dendritic cells. IFN-I/III production provides self-protection of CD4+ T cells against HIV infection and enhances the elimination of tumor cells by CAR T cells. Therefore, innate-like functions can be tuned and leveraged in human T cells.
Collapse
Affiliation(s)
- Nadia Jeremiah
- Institut Curie, Paris Sciences et Lettres Research University, INSERM U932, Paris, France
| | - Hermine Ferran
- Institut Curie, Paris Sciences et Lettres Research University, INSERM U932, Paris, France
| | - Konstantina Antoniadou
- Institut Curie, Paris Sciences et Lettres Research University, INSERM U932, Paris, France
| | - Kevin De Azevedo
- Institut Curie, Paris Sciences et Lettres Research University, INSERM U932, Paris, France
| | - Jovan Nikolic
- Institut Curie, Paris Sciences et Lettres Research University, INSERM U932, Paris, France
| | - Mathieu Maurin
- Institut Curie, Paris Sciences et Lettres Research University, INSERM U932, Paris, France
| | - Philippe Benaroch
- Institut Curie, Paris Sciences et Lettres Research University, INSERM U932, Paris, France
| | - Nicolas Manel
- Institut Curie, Paris Sciences et Lettres Research University, INSERM U932, Paris, France
| |
Collapse
|
44
|
Sun P, Zhang D, Li N, Li XF, Ma YH, Li H, Tian Y, Wang T, Siddiquid SA, Sun WW, Zhang L, Shan XF, Wang CF, Qian AD, Zhang DX. Transcriptomic insights into the immune response of the intestine to Aeromonas veronii infection in northern snakehead (Channa argus). ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2023; 255:114825. [PMID: 36989948 DOI: 10.1016/j.ecoenv.2023.114825] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Revised: 03/18/2023] [Accepted: 03/22/2023] [Indexed: 06/19/2023]
Abstract
Intestinal inflammation is a protective response that is implicated in bacterial enteritis triggered by gastrointestinal infection. The immune mechanisms elicited in teleost against the infection of Aeromonas veronii are largely unknown. In this study, we performed a de novo northern snakehead (Channa argus) transcriptome assembly using Illumina sequencing platform. On this basis we performed a comparative transcriptomic analysis of northern snakehead intestine from A. veronii-challenge and phosphate buffer solution (PBS)-challenge fish, and 2076 genes were up-regulated and 1598 genes were down-regulated in the intestines infected with A. veronii. The Gene Ontology (GO) enrichment analysis indicated that the differentially expressed genes (DEGs) were enriched to 27, 21 and 20 GO terms in biological process, cellular component, and molecular function, respectively. A Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis showed that 420 DEGs were involved in 194 pathways. Moreover, 33 DEGs were selected for quantitative real-time PCR analysis to validate the RNA-seq data. The results reflected the consistency of the expression levels between qRT-PCR and RNA-seq data. In addition, a time-course analysis of the mRNA expression of 33 immune-related genes further indicated that the intestinal inflammation to A. veronii infection simultaneously regulated gene expression alterations. The present study provides transcriptome data of the teleost intestine, allowing us to understand the mechanisms of intestinal inflammation triggered by bacterial pathogens. DATA AVAILABILITY STATEMENT: All data supporting the findings of this study are available within the article and Supplementary files. The RNA-seq raw sequence data are available in NCBI short read archive (SRA) database under accession number PRJNA615958.
Collapse
Affiliation(s)
- Peng Sun
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China
| | - Di Zhang
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China
| | - Na Li
- Ministry of Agriculture and Rural Affairs of Mudanjiang, Mudanjiang 157020, China
| | - Xiao-Fei Li
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China
| | - Yi-Han Ma
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China
| | - Hui Li
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China
| | - Ye Tian
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China
| | - Tao Wang
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China
| | | | - Wu-Wen Sun
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China
| | - Lei Zhang
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China
| | - Xiao-Feng Shan
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China
| | - Chun-Feng Wang
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China
| | - Ai-Dong Qian
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China
| | - Dong-Xing Zhang
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China.
| |
Collapse
|
45
|
Ahmed H, Mahmud AR, Siddiquee MFR, Shahriar A, Biswas P, Shimul MEK, Ahmed SZ, Ema TI, Rahman N, Khan MA, Mizan MFR, Emran TB. Role of T cells in cancer immunotherapy: Opportunities and challenges. CANCER PATHOGENESIS AND THERAPY 2023; 1:116-126. [PMID: 38328405 PMCID: PMC10846312 DOI: 10.1016/j.cpt.2022.12.002] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/01/2022] [Revised: 12/11/2022] [Accepted: 12/16/2022] [Indexed: 09/01/2023]
Abstract
Immunotherapies boosting the immune system's ability to target cancer cells are promising for the treatment of various tumor types, yet clinical responses differ among patients and cancers. Recently, there has been increasing interest in novel cancer immunotherapy practices aimed at triggering T cell-mediated anti-tumor responses. Antigen-directed cytotoxicity mediated by T lymphocytes has become a central focal point in the battle against cancer utilizing the immune system. The molecular and cellular mechanisms involved in the actions of T lymphocytes have directed new therapeutic approaches in cancer immunotherapy, including checkpoint blockade, adoptive and chimeric antigen receptor (CAR) T cell therapy, and cancer vaccinology. This review addresses all the strategies targeting tumor pathogenesis, including metabolic pathways, to evaluate the clinical significance of current and future immunotherapies for patients with cancer, which are further engaged in T cell activation, differentiation, and response against tumors.
Collapse
Affiliation(s)
- Hossain Ahmed
- Department of Biotechnology and Genetic Engineering, University of Development Alternative (UODA), 4/4B, Block A, Lalmatia, Dhaka, 1209, Bangladesh
| | - Aar Rafi Mahmud
- Department of Biochemistry and Molecular Biology, Mawlana Bhashani Science and Technology University, Tangail, 1902, Bangladesh
| | | | - Asif Shahriar
- Department of Immunology and Microbiology, School of Medicine, University of Texas Rio Grande Valley, McAllen, TX, 78504, USA
| | - Partha Biswas
- Department of Genetic Engineering and Biotechnology, Faculty of Biological Science and Technology, Jashore University of Science and Technology (JUST), Jashore, 7408, Bangladesh
| | - Md. Ebrahim Khalil Shimul
- Department of Genetic Engineering and Biotechnology, Faculty of Biological Science and Technology, Jashore University of Science and Technology (JUST), Jashore, 7408, Bangladesh
| | - Shahlaa Zernaz Ahmed
- Department of Biochemistry and Microbiology, North South University, Dhaka, 1229, Bangladesh
| | - Tanzila Ismail Ema
- Department of Biochemistry and Microbiology, North South University, Dhaka, 1229, Bangladesh
| | - Nova Rahman
- Department of Biochemistry and Molecular Biology, Jahangirnagar University, Savar, Dhaka, 1342, Bangladesh
| | - Md. Arif Khan
- Department of Biotechnology and Genetic Engineering, University of Development Alternative (UODA), 4/4B, Block A, Lalmatia, Dhaka, 1209, Bangladesh
| | | | - Talha Bin Emran
- Department of Pharmacy, BGC Trust University Bangladesh, Chittagong, 4381, Bangladesh
- Department of Pharmacy, Faculty of Allied Health Sciences, Daffodil International University, Dhaka, 1207, Bangladesh
| |
Collapse
|
46
|
van der Sluis TC, Beyrend G, van der Gracht ETI, Abdelaal T, Jochems SP, Belderbos RA, Wesselink TH, van Duikeren S, van Haften FJ, Redeker A, Ouboter LF, Beyranvand Nejad E, Camps M, Franken KLMC, Linssen MM, Hohenstein P, de Miranda NFCC, Mei H, Bins AD, Haanen JBAG, Aerts JG, Ossendorp F, Arens R. OX40 agonism enhances PD-L1 checkpoint blockade by shifting the cytotoxic T cell differentiation spectrum. Cell Rep Med 2023; 4:100939. [PMID: 36796366 PMCID: PMC10040386 DOI: 10.1016/j.xcrm.2023.100939] [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: 02/10/2022] [Revised: 10/07/2022] [Accepted: 01/20/2023] [Indexed: 02/17/2023]
Abstract
Immune checkpoint therapy (ICT) has the power to eradicate cancer, but the mechanisms that determine effective therapy-induced immune responses are not fully understood. Here, using high-dimensional single-cell profiling, we interrogate whether the landscape of T cell states in the peripheral blood predict responses to combinatorial targeting of the OX40 costimulatory and PD-1 inhibitory pathways. Single-cell RNA sequencing and mass cytometry expose systemic and dynamic activation states of therapy-responsive CD4+ and CD8+ T cells in tumor-bearing mice with expression of distinct natural killer (NK) cell receptors, granzymes, and chemokines/chemokine receptors. Moreover, similar NK cell receptor-expressing CD8+ T cells are also detected in the blood of immunotherapy-responsive cancer patients. Targeting the NK cell and chemokine receptors in tumor-bearing mice shows the functional importance of these receptors for therapy-induced anti-tumor immunity. These findings provide a better understanding of ICT and highlight the use and targeting of dynamic biomarkers on T cells to improve cancer immunotherapy.
Collapse
Affiliation(s)
- Tetje C van der Sluis
- Department of Immunology, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | - Guillaume Beyrend
- Department of Immunology, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | | | - Tamim Abdelaal
- Department of Radiology, Leiden University Medical Center, 2333ZA Leiden, the Netherlands; Systems and Biomedical Engineering Department, Faculty of Engineering, Cairo University, Giza 12613, Egypt; Pattern Recognition and Bioinformatics, Delft University of Technology, 2628XE Delft, the Netherlands
| | - Simon P Jochems
- Department of Parasitology, Leiden University Center for Infectious Diseases, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | - Robert A Belderbos
- Department of Pulmonary Diseases, Erasmus Medical Center, 3015GD Rotterdam, the Netherlands
| | - Thomas H Wesselink
- Department of Immunology, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | - Suzanne van Duikeren
- Department of Immunology, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | - Floortje J van Haften
- Department of Immunology, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | - Anke Redeker
- Department of Immunology, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | - Laura F Ouboter
- Department of Immunology, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | - Elham Beyranvand Nejad
- Department of Immunology, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | - Marcel Camps
- Department of Immunology, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | - Kees L M C Franken
- Department of Immunology, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | - Margot M Linssen
- Central Animal and Transgenic Facility, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | - Peter Hohenstein
- Central Animal and Transgenic Facility, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | - Noel F C C de Miranda
- Department of Pathology, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | - Hailiang Mei
- Department of Biomedical Data Sciences, Sequencing Analysis Support Core, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | - Adriaan D Bins
- Department of Internal Medicine, Amsterdam University Medical Center, 1105AZ Amsterdam, the Netherlands
| | - John B A G Haanen
- Division of Molecular Oncology and Immunology, Netherlands Cancer Institute, 1066CX Amsterdam, the Netherlands
| | - Joachim G Aerts
- Department of Pulmonary Diseases, Erasmus Medical Center, 3015GD Rotterdam, the Netherlands
| | - Ferry Ossendorp
- Department of Immunology, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | - Ramon Arens
- Department of Immunology, Leiden University Medical Center, 2333ZA Leiden, the Netherlands.
| |
Collapse
|
47
|
CD4 + T cells in cancer. NATURE CANCER 2023; 4:317-329. [PMID: 36894637 DOI: 10.1038/s43018-023-00521-2] [Citation(s) in RCA: 108] [Impact Index Per Article: 108.0] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Accepted: 01/20/2023] [Indexed: 03/11/2023]
Abstract
Cancer immunology and immunotherapy are driving forces of research and development in oncology, mostly focusing on CD8+ T cells and the tumor microenvironment. Recent progress highlights the importance of CD4+ T cells, corresponding to the long-known fact that CD4+ T cells are central players and coordinators of innate and antigen-specific immune responses. Moreover, they have now been recognized as anti-tumor effector cells in their own right. Here we review the current status of CD4+ T cells in cancer, which hold great promise for improving knowledge and therapies in cancer.
Collapse
|
48
|
Lin X, Chen X, Long X, Zeng C, Zhang Z, Fang W, Xu P. New biomarkers exploration and nomogram construction of prognostic and immune-related adverse events of advanced non-small cell lung cancer patients receiving immune checkpoint inhibitors. Respir Res 2023; 24:64. [PMID: 36849947 PMCID: PMC9972722 DOI: 10.1186/s12931-023-02370-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Accepted: 02/19/2023] [Indexed: 03/01/2023] Open
Abstract
BACKGROUND Immune checkpoint inhibitors (ICIs) are regarded as the most promising treatment for advanced-stage non-small cell lung cancer (aNSCLC). Unfortunately, there has been no unified accuracy biomarkers and systematic model specifically identified for prognostic and severe immune-related adverse events (irAEs). Our goal was to discover new biomarkers and develop a publicly accessible method of identifying patients who may maximize benefit from ICIs. METHODS This retrospective study enrolled 138 aNSCLC patients receiving ICIs treatment. Progression-free survival (PFS) and severe irAEs were end-points. Data of demographic features, severe irAEs, and peripheral blood inflammatory-nutritional and immune indices before and after 1 or 2 cycles of ICIs were collected. Independent factors were selected by least absolute shrinkage and selection operator (LASSO) combined with multivariate analysis, and incorporated into nomogram construction. Internal validation was performed by applying area under curve (AUC), calibration plots, and decision curve. RESULTS Three nomograms with great predictive accuracy and discriminatory power were constructed in this study. Among them, two nomograms based on combined inflammatory-nutritional biomarkers were constructed for PFS (1 year-PFS and 2 year-PFS) and severe irAEs respectively, and one nomogram was constructed for 1 year-PFS based on immune indices. ESCLL nomogram (based on ECOG PS, preSII, changeCAR, changeLYM and postLDH) was constructed to assess PFS (1-, 2-year-AUC = 0.893 [95% CI 0.837-0.950], 0.828 [95% CI 0.721-0.935]). AdNLA nomogram (based on age, change-dNLR, changeLMR and postALI) was constructed to predict the risk of severe irAEs (AUC = 0.762 [95% CI 0.670-0.854]). NKT-B nomogram (based on change-CD3+CD56+CD16+NKT-like cells and change-B cells) was constructed to assess PFS (1-year-AUC = 0.872 [95% CI 0.764-0.965]). Although immune indices could not be modeled for severe irAEs prediction due to limited data, we were the first to find CD3+CD56+CD16+NKT-like cells were not only correlated with PFS but also associated with severe irAEs, which have not been reported in the study of aNSCLC-ICIs. Furthermore, our study also discovered higher change-CD4+/CD8+ ratio was significantly associated with severe irAEs. CONCLUSIONS These three new nomograms proceeded from non-invasive and straightforward peripheral blood data may be useful for decisions-making. CD3+CD56+CD16+NKT-like cells were first discovered to be an important biomarker for treatment and severe irAEs, and play a vital role in distinguishing the therapy response and serious toxicity of ICIs.
Collapse
Affiliation(s)
- Xuwen Lin
- Department of Pulmonary and Critical Care Medicine, Peking University Shenzhen Hospital, Shenzhen, 518034, Guangdong, China
- Shantou University Medical College, Shantou, 515041, Guangdong, People's Republic of China
| | - Xi Chen
- Department of Pulmonary and Critical Care Medicine, Peking University Shenzhen Hospital, Shenzhen, 518034, Guangdong, China
- Shantou University Medical College, Shantou, 515041, Guangdong, People's Republic of China
| | - Xiang Long
- Department of Pulmonary and Critical Care Medicine, Peking University Shenzhen Hospital, Shenzhen, 518034, Guangdong, China
| | - Chao Zeng
- Department of Pulmonary and Critical Care Medicine, Peking University Shenzhen Hospital, Shenzhen, 518034, Guangdong, China
| | - Zhihan Zhang
- Department of Pulmonary and Critical Care Medicine, Peking University Shenzhen Hospital, Shenzhen, 518034, Guangdong, China
| | - Weiyi Fang
- Cancer Research Institute, School of Basic Medical Science, Southern Medical University, Guangzhou, 510515, Guangdong, China.
- Cancer Center, Integrated Hospital of Traditional Chinese Medicine, Southern Medical University, Guangzhou, 510315, China.
| | - Ping Xu
- Department of Pulmonary and Critical Care Medicine, Peking University Shenzhen Hospital, Shenzhen, 518034, Guangdong, China.
| |
Collapse
|
49
|
Reeg DB, Hofmann M, Neumann-Haefelin C, Thimme R, Luxenburger H. SARS-CoV-2-Specific T Cell Responses in Immunocompromised Individuals with Cancer, HIV or Solid Organ Transplants. Pathogens 2023; 12:pathogens12020244. [PMID: 36839516 PMCID: PMC9966413 DOI: 10.3390/pathogens12020244] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 01/30/2023] [Accepted: 01/31/2023] [Indexed: 02/05/2023] Open
Abstract
Adaptive immune responses play an important role in the clinical course of SARS-CoV-2 infection. While evaluations of the virus-specific defense often focus on the humoral response, cellular immunity is crucial for the successful control of infection, with the early development of cytotoxic T cells being linked to efficient viral clearance. Vaccination against SARS-CoV-2 induces both CD4+ and CD8+ T cell responses and permits protection from severe COVID-19, including infection with the currently circulating variants of concern. Nevertheless, in immunocompromised individuals, first data imply significantly impaired SARS-CoV-2-specific immune responses after both natural infection and vaccination. Hence, these high-risk groups require particular consideration, not only in routine clinical practice, but also in the development of future vaccination strategies. In order to assist physicians in the guidance of immunocompromised patients, concerning the management of infection or the benefit of (booster) vaccinations, this review aims to provide a concise overview of the current knowledge about SARS-CoV-2-specific cellular immune responses in the vulnerable cohorts of cancer patients, people living with HIV (PLWH), and solid organ transplant recipients (SOT). Recent findings regarding the virus-specific cellular immunity in these differently immunocompromised populations might influence clinical decision-making in the future.
Collapse
|
50
|
Lester DK, Burton C, Gardner A, Innamarato P, Kodumudi K, Liu Q, Adhikari E, Ming Q, Williamson DB, Frederick DT, Sharova T, White MG, Markowitz J, Cao B, Nguyen J, Johnson J, Beatty M, Mockabee-Macias A, Mercurio M, Watson G, Chen PL, McCarthy S, MoranSegura C, Messina J, Thomas KL, Darville L, Izumi V, Koomen JM, Pilon-Thomas SA, Ruffell B, Luca VC, Haltiwanger RS, Wang X, Wargo JA, Boland GM, Lau EK. Fucosylation of HLA-DRB1 regulates CD4 + T cell-mediated anti-melanoma immunity and enhances immunotherapy efficacy. NATURE CANCER 2023; 4:222-239. [PMID: 36690875 PMCID: PMC9970875 DOI: 10.1038/s43018-022-00506-7] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Accepted: 12/14/2022] [Indexed: 01/24/2023]
Abstract
Immunotherapy efficacy is limited in melanoma, and combinations of immunotherapies with other modalities have yielded limited improvements but also adverse events requiring cessation of treatment. In addition to ineffective patient stratification, efficacy is impaired by paucity of intratumoral immune cells (itICs); thus, effective strategies to safely increase itICs are needed. We report that dietary administration of L-fucose induces fucosylation and cell surface enrichment of the major histocompatibility complex (MHC)-II protein HLA-DRB1 in melanoma cells, triggering CD4+ T cell-mediated increases in itICs and anti-tumor immunity, enhancing immune checkpoint blockade responses. Melanoma fucosylation and fucosylated HLA-DRB1 associate with intratumoral T cell abundance and anti-programmed cell death protein 1 (PD1) responder status in patient melanoma specimens, suggesting the potential use of melanoma fucosylation as a strategy for stratifying patients for immunotherapies. Our findings demonstrate that fucosylation is a key mediator of anti-tumor immunity and, importantly, suggest that L-fucose is a powerful agent for safely increasing itICs and immunotherapy efficacy in melanoma.
Collapse
Affiliation(s)
- Daniel K Lester
- Department of Tumor Biology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
- Cancer Biology Ph.D. Program, University of South Florida, Tampa, FL, USA
- Molecular Medicine Program, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Chase Burton
- Department of Tumor Biology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
- Cancer Biology Ph.D. Program, University of South Florida, Tampa, FL, USA
- Molecular Medicine Program, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
- Department of Immunology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
- Immunology Program, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Alycia Gardner
- Cancer Biology Ph.D. Program, University of South Florida, Tampa, FL, USA
- Department of Immunology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
- Immunology Program, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Patrick Innamarato
- Cancer Biology Ph.D. Program, University of South Florida, Tampa, FL, USA
- Department of Immunology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
- Immunology Program, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Krithika Kodumudi
- Department of Immunology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
- Immunology Program, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Qian Liu
- Department of Tumor Biology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
- Cancer Biology Ph.D. Program, University of South Florida, Tampa, FL, USA
- Molecular Medicine Program, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Emma Adhikari
- Department of Tumor Biology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
- Cancer Biology Ph.D. Program, University of South Florida, Tampa, FL, USA
- Molecular Medicine Program, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Qianqian Ming
- Molecular Medicine Program, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
- Department of Drug Discovery, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Daniel B Williamson
- Complex Carbohydrate Research Center, the University of Georgia, Athens, GA, USA
| | | | - Tatyana Sharova
- Department of Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - Michael G White
- Department of Surgical Oncology, MD Anderson Cancer Center, Houston, TX, USA
| | - Joseph Markowitz
- Immunology Program, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
- Department of Cutaneous Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Biwei Cao
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Jonathan Nguyen
- Advanced Analytical and Digital Laboratory, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Joseph Johnson
- Department of Analytic Microscopy, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Matthew Beatty
- Department of Immunology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
- Immunology Program, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Andrea Mockabee-Macias
- Department of Tumor Biology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
- Molecular Medicine Program, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Matthew Mercurio
- Department of Tumor Biology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
- Molecular Medicine Program, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Gregory Watson
- Department of Tumor Biology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
- Molecular Medicine Program, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Pei-Ling Chen
- Department of Pathology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Susan McCarthy
- Advanced Analytical and Digital Laboratory, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Carlos MoranSegura
- Advanced Analytical and Digital Laboratory, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Jane Messina
- Department of Pathology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Kerry L Thomas
- Department of Diagnostic Imaging, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Lancia Darville
- Proteomics and Metabolomics Core, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Victoria Izumi
- Proteomics and Metabolomics Core, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - John M Koomen
- Proteomics and Metabolomics Core, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
- Department of Molecular Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Shari A Pilon-Thomas
- Department of Immunology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
- Immunology Program, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Brian Ruffell
- Department of Immunology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
- Immunology Program, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Vincent C Luca
- Molecular Medicine Program, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
- Department of Drug Discovery, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Robert S Haltiwanger
- Complex Carbohydrate Research Center, the University of Georgia, Athens, GA, USA
| | - Xuefeng Wang
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Jennifer A Wargo
- Department of Surgical Oncology, MD Anderson Cancer Center, Houston, TX, USA
- Department of Genomic Medicine, MD Anderson Cancer Center, Houston, TX, USA
| | - Genevieve M Boland
- Department of Surgery, Massachusetts General Hospital, Boston, MA, USA
- Broad Institute of Harvard and Massachusetts Institute of Technology, Massachusetts General Hospital, Boston, MA, USA
| | - Eric K Lau
- Department of Tumor Biology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA.
- Molecular Medicine Program, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA.
| |
Collapse
|