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Lopez de Rodas M, Villalba-Esparza M, Sanmamed MF, Chen L, Rimm DL, Schalper KA. Biological and clinical significance of tumour-infiltrating lymphocytes in the era of immunotherapy: a multidimensional approach. Nat Rev Clin Oncol 2025; 22:163-181. [PMID: 39820025 DOI: 10.1038/s41571-024-00984-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/19/2024] [Indexed: 01/19/2025]
Abstract
Immune-checkpoint inhibitors (ICIs) have improved clinical outcomes across several solid tumour types. Prominent efforts have focused on understanding the anticancer mechanisms of these agents, identifying biomarkers of response and uncovering resistance mechanisms to develop new immunotherapeutic approaches. This research has underscored the crucial roles of the tumour microenvironment and, particularly, tumour-infiltrating lymphocytes (TILs) in immune-mediated tumour elimination. Numerous studies have evaluated the prognostic and predictive value of TILs and the mechanisms that govern T cell dysfunction, fuelled by technical developments in single-cell transcriptomics, proteomics, high-dimensional spatial platforms and advanced computational models. However, questions remain regarding the definition of TILs, optimal strategies to study them, specific roles of different TIL subpopulations and their clinical implications in different treatment contexts. Additionally, most studies have focused on the abundance of major TIL subpopulations but have not developed standardized quantification strategies or analysed other crucial aspects such as their functional profile, spatial distribution and/or arrangement, tumour antigen-reactivity, clonal diversity and heterogeneity. In this Review, we discuss a conceptual framework for the systematic study of TILs and summarize the evidence regarding their biological properties and biomarker potential for ICI therapy. We also highlight opportunities, challenges and strategies to support future developments in this field.
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Affiliation(s)
- Miguel Lopez de Rodas
- Department of Pathology and Yale Cancer Center, Yale University School of Medicine, New Haven, CT, USA
- Department of Pathology, Cancer Center Clinica Universidad de Navarra, Pamplona, Navarra, Spain
| | - Maria Villalba-Esparza
- Department of Pathology and Yale Cancer Center, Yale University School of Medicine, New Haven, CT, USA
| | - Miguel F Sanmamed
- Department of Immunology and Immunotherapy, Centro de Investigación Médica Aplicada and Clínica Universidad de Navarra, Pamplona, Navarra, Spain
| | - Lieping Chen
- Department of Immunobiology, Yale University School of Medicine, New Haven, CT, USA
| | - David L Rimm
- Department of Pathology and Yale Cancer Center, Yale University School of Medicine, New Haven, CT, USA
| | - Kurt A Schalper
- Department of Pathology and Yale Cancer Center, Yale University School of Medicine, New Haven, CT, USA.
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2
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Belyaev IB, Griaznova OY, Yaremenko AV, Deyev SM, Zelepukin IV. Beyond the EPR effect: Intravital microscopy analysis of nanoparticle drug delivery to tumors. Adv Drug Deliv Rev 2025:115550. [PMID: 40021012 DOI: 10.1016/j.addr.2025.115550] [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: 10/31/2024] [Revised: 02/18/2025] [Accepted: 02/18/2025] [Indexed: 03/03/2025]
Abstract
Delivery of nanoparticles (NPs) to solid tumors has long relied on enhanced permeability and retention (EPR) effect, involving permeation of NPs through a leaky vasculature with prolonged retention by reduced lymphatic drainage in tumor. Recent research studies and clinical data challenge EPR concept, revealing alternative pathways and approaches of NP delivery. The area was significantly impacted by the implementation of intravital optical microscopy, unraveling delivery mechanisms at cellular level in vivo. This review presents analysis of the reasons for EPR heterogeneity in tumors and describes non-EPR based concepts for drug delivery, which can supplement the current paradigm. One of the approaches is targeting tumor endothelium by NPs with subsequent intravascular drug release and gradient-driven drug transport to tumor interstitium. Others exploit various immune cells for tumor infiltration and breaking endothelial barriers. Finally, we discuss the involvement of active transcytosis through endothelial cells in NP delivery. This review aims to inspire further understanding of the process of NP extravasation in tumors and provide insights for developing next-generation nanomedicines with improved delivery.
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Affiliation(s)
- Iaroslav B Belyaev
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences, Moscow, Russia; Eindhoven University of Technology, Eindhoven 5600 MB, the Netherlands
| | - Olga Yu Griaznova
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences, Moscow, Russia
| | | | - Sergey M Deyev
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences, Moscow, Russia
| | - Ivan V Zelepukin
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences, Moscow, Russia; Department of Immunology, Genetics and Pathology, Uppsala University 75123 Uppsala, Sweden.
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3
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Hugdahl E, Aziz S, Klingen TA, Akslen LA. Prognostic value of immune biomarkers in melanoma loco-regional metastases. PLoS One 2025; 20:e0315284. [PMID: 39883679 PMCID: PMC11781691 DOI: 10.1371/journal.pone.0315284] [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: 01/24/2024] [Accepted: 11/24/2024] [Indexed: 02/01/2025] Open
Abstract
The prognosis for patients with melanoma loco-regional metastases is very heterogenous. Adjuvant PD-L1-inhibitors have improved clinical outcome for this patient group, but the prognostic impact of tumour PD-L1 expression and number of tumour infiltrating lymphocytes (TILs) is still largely unknown. Here, we investigated the impact on survival for CD3, CD8, FOXP3 and PD-L1 TIL counts and tumour PD-L1 expression in melanoma loco-regional metastases. In a patient series of loco-regional metastases from nodular melanomas (n = 78; n = 26 skin metastases, n = 52 lymph node metastases), expression of PD-L1 in tumour cells and the number of CD3, CD8, FOXP3 and PD-L1 positive TILs were determined by immunohistochemistry on tissue microarray (TMA) slides. Due to limited tumour tissue in the paraffin blocks, 67 of the 78 cases were included for tissue microarrays. Low FOXP3 TIL count and negative tumour PD-L1 expression (cut off 1%) were both significantly associated with reduced survival in lymph node metastases. Low FOXP3 TIL count was significantly associated with low CD8, CD3 and PD-L1 TIL counts. Negative tumour PD-L1 expression was significantly associated with low CD8 and PD-L1 TIL count, large lymph node metastasis tumour size and presence of necrosis in lymph node metastases. Our findings demonstrate for the first time the negative prognostic value of low FOXP3 TIL count and confirm a negative prognostic value of negative tumour PD-L1 expression in melanoma lymph node metastases.
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Affiliation(s)
- Emilia Hugdahl
- Department of Clinical Medicine, Centre for Cancer Biomarkers CCBIO, University of Bergen, Bergen, Norway
| | - Sura Aziz
- Department of Pathology, Haukeland University Hospital, Bergen, Norway
| | - Tor A. Klingen
- Department of Clinical Medicine, Centre for Cancer Biomarkers CCBIO, University of Bergen, Bergen, Norway
- Department of Pathology, Vestfold Hospital, Tønsberg, Norway
| | - Lars A. Akslen
- Department of Clinical Medicine, Centre for Cancer Biomarkers CCBIO, University of Bergen, Bergen, Norway
- Department of Pathology, Haukeland University Hospital, Bergen, Norway
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4
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Papachristos A, Zhou L, Sheen A, Sywak M, Robinson B, Clifton-Bligh R, Sidhu S, Gill AJ. Tumor-Infiltrating Lymphocytes Assessed Using the International TILs Working Group System Are Not Prognostic in Medullary Thyroid Cancer. Thyroid 2025. [PMID: 39868721 DOI: 10.1089/thy.2024.0595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/28/2025]
Abstract
Background: Tumor-infiltrating lymphocytes (TILs) are a protective prognostic factor in several solid tumors and predict response to immune checkpoint inhibitor therapy. The prognostic impact of TILs in medullary thyroid cancer (MTC) is poorly understood. Materials and Methods: In this retrospective cohort study, we assessed the TILs profile of primary MTC tumors using the International TILs Working Group system and correlated this with clinicopathological prognostic variables, including the International Medullary Thyroid Cancer Grading System (IMTCGS) grade and survival outcomes. Results: We identified 71 patients with primary MTC tumors who were treated surgically between 1995 and 2016 at the Royal North Shore Hospital in Sydney, Australia. The median (interquartile range) duration of follow-up was 69 (90) months. Using the ITWG system, all patients with MTC had low TILs, with a median (range) of 3% (0-10%). This group was further subdivided into "very low" (0-4%) and "low" (5-10%), and on Cox regression analysis, increasing TILs were associated with increased local recurrence (log-rank p = 0.022, odds ratio [OR] 1.94 [confidence interval or CI 0.61-6.16], p = 0.26), reduced disease-specific survival (log-rank p = 0.015, OR 5.11 [CI 1.01-26.0], p = 0.049), and a trend to decreased distant metastasis-free survival (log-rank p = 0.14). When examining the association between TILs and other prognostic factors, only "high IMTCGS grade" was significantly associated with increased TILs (OR 7.29 [CI 1.21-43.90], p = 0.015). In the multivariable logistic regression analysis, there was no significant association between TILs and local recurrence or disease-specific survival. Conclusions: In our study, the prognostic value of TILs in MTC was limited. Even high-grade MTC can be considered an immune quiescent tumor, and the adverse prognostic factors associated with higher grade tumors outweigh the marginal increase in immune recognition associated with a slight increase in TILs. The low level of TILs in MTC and their lack of correlation with survival suggest that immune checkpoint inhibitor therapy may not be effective.
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Affiliation(s)
- Alexander Papachristos
- Department of Endocrine Surgery, Royal North Shore Hospital, Northern Sydney Local Health District, St Leonards, Australia
- Faculty of Medicine and Health, Northern Clinical School, Sydney Medical School, University of Sydney, Sydney, Australia
| | - Lydia Zhou
- Department of Endocrine Surgery, Royal North Shore Hospital, Northern Sydney Local Health District, St Leonards, Australia
| | - Amy Sheen
- Department of Anatomical Pathology, NSW Health Pathology, Royal North Shore Hospital, Northern Sydney Local Health District, St Leonards, Australia
| | - Mark Sywak
- Department of Endocrine Surgery, Royal North Shore Hospital, Northern Sydney Local Health District, St Leonards, Australia
- Faculty of Medicine and Health, Northern Clinical School, Sydney Medical School, University of Sydney, Sydney, Australia
| | - Bruce Robinson
- Faculty of Medicine and Health, Northern Clinical School, Sydney Medical School, University of Sydney, Sydney, Australia
- Department of Endocrinology and Diabetes, Royal North Shore Hospital, Northern Sydney Local Health District, St Leonards, Australia
- Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research, Royal North Shore Hospital, St Leonards, Australia
| | - Roderick Clifton-Bligh
- Faculty of Medicine and Health, Northern Clinical School, Sydney Medical School, University of Sydney, Sydney, Australia
- Department of Endocrinology and Diabetes, Royal North Shore Hospital, Northern Sydney Local Health District, St Leonards, Australia
- Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research, Royal North Shore Hospital, St Leonards, Australia
| | - Stan Sidhu
- Department of Endocrine Surgery, Royal North Shore Hospital, Northern Sydney Local Health District, St Leonards, Australia
- Faculty of Medicine and Health, Northern Clinical School, Sydney Medical School, University of Sydney, Sydney, Australia
| | - Anthony J Gill
- Faculty of Medicine and Health, Northern Clinical School, Sydney Medical School, University of Sydney, Sydney, Australia
- Department of Anatomical Pathology, NSW Health Pathology, Royal North Shore Hospital, Northern Sydney Local Health District, St Leonards, Australia
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Martínez-Vila C, Teixido C, Aya F, Martín R, González-Navarro EA, Alos L, Castrejon N, Arance A. Detection of Circulating Tumor DNA in Liquid Biopsy: Current Techniques and Potential Applications in Melanoma. Int J Mol Sci 2025; 26:861. [PMID: 39859576 PMCID: PMC11766255 DOI: 10.3390/ijms26020861] [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: 11/21/2024] [Revised: 01/10/2025] [Accepted: 01/16/2025] [Indexed: 01/27/2025] Open
Abstract
The treatment landscape for advanced melanoma has transformed significantly with the advent of BRAF and MEK inhibitors (BRAF/MEKi) targeting BRAFV600 mutations, as well as immune checkpoint inhibitors (ICI) like anti-PD-1 monotherapy or its combinations with anti-CTLA-4 or anti-LAG-3. Despite that, many patients still do not benefit from these treatments at all or develop resistance mechanisms. Therefore, prognostic and predictive biomarkers are needed to identify patients who should switch or escalate their treatment strategies or initiate an intensive follow-up. In melanoma, liquid biopsy has shown promising results, with a potential role in predicting relapse in resected high-risk patients or in disease monitoring during the treatment of advanced disease. Several components in peripheral blood have been analyzed, such as circulating tumor cells (CTCs), cell-free DNA (cfDNA), and circulant tumoral DNA (ctDNA), which have turned out to be particularly promising. To analyze ctDNA in blood, different techniques have proven to be useful, including digital droplet polymerase chain reaction (ddPCR) to detect specific mutations and, more recently, next-generation sequencing (NGS) techniques, which allow analyzing a broader repertoire of the mutation landscape of each patient. In this review, our goal is to update the current understanding of liquid biopsy, focusing on the use of ctDNA as a biological material in the daily clinical management of melanoma patients, in particular those with advanced disease treated with ICI.
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Affiliation(s)
- Clara Martínez-Vila
- Department of Medical Oncology, Althaia Xarxa Assistencial Universitària de Manresa, Dr. Joan Soler, 1–3, 08243 Manresa, Spain;
- Programa de Doctorat en Medicina i Recerca Translacional, Facultat de Medicina, Universitat de Barcelona, 08036 Barcelona, Spain
- Institut de Recerca i Innovació en Ciències de la Vida i de la Salut a la Catalunya Central (IRIS-CC), Roda 70, 08500 Vic, Spain
| | - Cristina Teixido
- Department of Pathology, Hospital Clínic of Barcelona, University of Barcelona, Villarroel 170, 08036 Barcelona, Spain; (C.T.); (L.A.); (N.C.)
- August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Rosselló 149, 08036 Barcelona, Spain; (F.A.); (R.M.); (E.A.G.-N.)
| | - Francisco Aya
- August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Rosselló 149, 08036 Barcelona, Spain; (F.A.); (R.M.); (E.A.G.-N.)
- Department of Medical Oncology, Hospital Clínic of Barcelona, University of Barcelona, Villarroel 170, 08036 Barcelona, Spain
| | - Roberto Martín
- August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Rosselló 149, 08036 Barcelona, Spain; (F.A.); (R.M.); (E.A.G.-N.)
- Department of Medical Oncology, Hospital Clínic of Barcelona, University of Barcelona, Villarroel 170, 08036 Barcelona, Spain
| | - Europa Azucena González-Navarro
- August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Rosselló 149, 08036 Barcelona, Spain; (F.A.); (R.M.); (E.A.G.-N.)
- Department of Immunology, Hospital Clínic of Barcelona, University of Barcelona, Villarroel 170, 08036 Barcelona, Spain
| | - Llucia Alos
- Department of Pathology, Hospital Clínic of Barcelona, University of Barcelona, Villarroel 170, 08036 Barcelona, Spain; (C.T.); (L.A.); (N.C.)
- August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Rosselló 149, 08036 Barcelona, Spain; (F.A.); (R.M.); (E.A.G.-N.)
| | - Natalia Castrejon
- Department of Pathology, Hospital Clínic of Barcelona, University of Barcelona, Villarroel 170, 08036 Barcelona, Spain; (C.T.); (L.A.); (N.C.)
| | - Ana Arance
- August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Rosselló 149, 08036 Barcelona, Spain; (F.A.); (R.M.); (E.A.G.-N.)
- Department of Medical Oncology, Hospital Clínic of Barcelona, University of Barcelona, Villarroel 170, 08036 Barcelona, Spain
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Molina-García M, Rojas-Lechuga MJ, Torres Moral T, Bagué J, Mateu J, Langdon C, Lop J, Gonçalves de Souza V, Alós L, López-Chacón M, Podlipnik S, Carrera C, Malvehy J, Alobid I, da Silva-Júnior RMP, Puig S. Distinct Transcriptomic and Tumor Microenvironment Profiles in Sinonasal Mucosal Melanoma and Aggressive Cutaneous Melanomas. Cancers (Basel) 2024; 16:4172. [PMID: 39766071 PMCID: PMC11674703 DOI: 10.3390/cancers16244172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2024] [Revised: 12/03/2024] [Accepted: 12/11/2024] [Indexed: 01/11/2025] Open
Abstract
Background/Objectives: Sinonasal mucosal melanoma (SNMM) is a rare and aggressive melanoma subtype with a notably poor prognosis compared to cutaneous melanoma (CM). Despite advances in molecular characterization, SNMM remains underexplored, posing a clinical challenge and highlighting the need for detailed molecular profiling. This study aimed to identify the molecular features of SNMM, elucidate its clinical behavior and prognostic implications, and provide insights for improved therapeutic strategies. Methods: This retrospective study analyzed 37 primary melanoma tumors diagnosed at the Hospital Clinic of Barcelona. Gene expression was examined using 1402 immuno-oncology-related probes through next-generation sequencing. Hierarchical clustering analysis (HCA), differentially expressed genes (DEGs), gene set enrichment analysis (GSEA), and the xCell algorithm were performed. The statistical methods comprised descriptive statistics, clinical variable associations, and survival analyses. Results: HCA revealed two primary clusters. Cluster A exclusively contained CM tumors (20/24), while cluster B included all SNMMs (13/13) and some CMs (4/24). Cluster B showed a higher average age at diagnosis (p = 0.018), higher mitotic index (p = 0.0478), fewer BRAF mutations (p = 0.0017), and poorer melanoma-specific survival (p = 0.0029). Cluster B showed 602 DEGs with cell cycle pathways enriched, immune pathways diminished, lower immune scores (p < 0.0001), and higher stromal scores (p = 0.0074). Conclusions: This study revealed distinct molecular characteristics and an altered tumor microenvironment in SNMMs and certain aggressive CMs. Identifying specific genes and pathways involved in cell cycle progression and immune evasion suggests potential prognostic markers, offering new avenues for enhancing treatment strategies and improving patient survival rates.
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Affiliation(s)
- Manuel Molina-García
- Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036 Barcelona, Spain; (M.M.-G.); (R.M.P.d.S.-J.)
- University of Barcelona (UB), 08036 Barcelona, Spain;
- Melanoma Unit, Dermatology Department, Hospital Clinic of Barcelona, 170 Villarroel, 08036 Barcelona, Spain
| | - María Jesús Rojas-Lechuga
- University of Barcelona (UB), 08036 Barcelona, Spain;
- Otorhinolaryngology Department, Hospital Clínic de Barcelona, CIBERES, IDIBAPS, Universitat de Barcelona, 08036 Barcelona, Spain
| | - Teresa Torres Moral
- Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036 Barcelona, Spain; (M.M.-G.); (R.M.P.d.S.-J.)
- Melanoma Unit, Dermatology Department, Hospital Clinic of Barcelona, 170 Villarroel, 08036 Barcelona, Spain
- Centre of Biomedical Research on Rare Diseases (CIBERER), Instituto de Salud Carlos III, 28029 Barcelona, Spain
| | - Jaume Bagué
- Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036 Barcelona, Spain; (M.M.-G.); (R.M.P.d.S.-J.)
- Melanoma Unit, Dermatology Department, Hospital Clinic of Barcelona, 170 Villarroel, 08036 Barcelona, Spain
| | - Judit Mateu
- Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036 Barcelona, Spain; (M.M.-G.); (R.M.P.d.S.-J.)
- Melanoma Unit, Dermatology Department, Hospital Clinic of Barcelona, 170 Villarroel, 08036 Barcelona, Spain
| | - Cristóbal Langdon
- Otorhinolaryngology Department, Hospital Sant Joan de Déu, 08950 Barcelona, Spain
| | - Joan Lop
- Pathology Department, Hospital Clínic de Barcelona, IDIBAPS, 08036 Barcelona, Spain
| | | | - Llúcia Alós
- Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036 Barcelona, Spain; (M.M.-G.); (R.M.P.d.S.-J.)
- Pathology Department, Hospital Clínic de Barcelona, IDIBAPS, 08036 Barcelona, Spain
| | - Mauricio López-Chacón
- Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036 Barcelona, Spain; (M.M.-G.); (R.M.P.d.S.-J.)
- University of Barcelona (UB), 08036 Barcelona, Spain;
- Otorhinolaryngology Department, Hospital Clínic de Barcelona, CIBERES, IDIBAPS, Universitat de Barcelona, 08036 Barcelona, Spain
| | - Sebastian Podlipnik
- Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036 Barcelona, Spain; (M.M.-G.); (R.M.P.d.S.-J.)
- University of Barcelona (UB), 08036 Barcelona, Spain;
- Melanoma Unit, Dermatology Department, Hospital Clinic of Barcelona, 170 Villarroel, 08036 Barcelona, Spain
| | - Cristina Carrera
- Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036 Barcelona, Spain; (M.M.-G.); (R.M.P.d.S.-J.)
- University of Barcelona (UB), 08036 Barcelona, Spain;
- Melanoma Unit, Dermatology Department, Hospital Clinic of Barcelona, 170 Villarroel, 08036 Barcelona, Spain
- Centre of Biomedical Research on Rare Diseases (CIBERER), Instituto de Salud Carlos III, 28029 Barcelona, Spain
| | - Josep Malvehy
- Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036 Barcelona, Spain; (M.M.-G.); (R.M.P.d.S.-J.)
- University of Barcelona (UB), 08036 Barcelona, Spain;
- Melanoma Unit, Dermatology Department, Hospital Clinic of Barcelona, 170 Villarroel, 08036 Barcelona, Spain
- Centre of Biomedical Research on Rare Diseases (CIBERER), Instituto de Salud Carlos III, 28029 Barcelona, Spain
| | - Isam Alobid
- Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036 Barcelona, Spain; (M.M.-G.); (R.M.P.d.S.-J.)
- University of Barcelona (UB), 08036 Barcelona, Spain;
- Otorhinolaryngology Department, Hospital Clínic de Barcelona, CIBERES, IDIBAPS, Universitat de Barcelona, 08036 Barcelona, Spain
| | - Rui Milton Patricio da Silva-Júnior
- Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036 Barcelona, Spain; (M.M.-G.); (R.M.P.d.S.-J.)
- Melanoma Unit, Dermatology Department, Hospital Clinic of Barcelona, 170 Villarroel, 08036 Barcelona, Spain
| | - Susana Puig
- Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036 Barcelona, Spain; (M.M.-G.); (R.M.P.d.S.-J.)
- University of Barcelona (UB), 08036 Barcelona, Spain;
- Melanoma Unit, Dermatology Department, Hospital Clinic of Barcelona, 170 Villarroel, 08036 Barcelona, Spain
- Centre of Biomedical Research on Rare Diseases (CIBERER), Instituto de Salud Carlos III, 28029 Barcelona, Spain
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Bida M, Miya TV, Hull R, Dlamini Z. Tumor-infiltrating lymphocytes in melanoma: from prognostic assessment to therapeutic applications. Front Immunol 2024; 15:1497522. [PMID: 39712007 PMCID: PMC11659259 DOI: 10.3389/fimmu.2024.1497522] [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: 09/17/2024] [Accepted: 11/04/2024] [Indexed: 12/24/2024] Open
Abstract
Malignant melanoma, the most aggressive form of skin cancer, is characterized by unpredictable growth patterns, and its mortality rate has remained alarmingly high over recent decades, despite various treatment approaches. One promising strategy for improving outcomes in melanoma patients lies in the early use of biomarkers to predict prognosis. Biomarkers offer a way to gauge patient outlook early in the disease course, facilitating timely, targeted intervention. In recent years, considerable attention has been given to the immune response's role in melanoma, given the tumor's high immunogenicity and potential responsiveness to immunologic treatments. Researchers are focusing on identifying predictive biomarkers by examining both cancer cell biology and immune interactions within the tumor microenvironment (TME). This approach has shed light on tumor-infiltrating lymphocytes (TILs), a type of immune cell found within the tumor. TILs have emerged as a promising area of study for their potential to serve as both a prognostic indicator and therapeutic target in melanoma. The presence of TILs in melanoma tissue can often signal a positive immune response to the cancer, with numerous studies suggesting that TILs may improve patient prognosis. This review delves into the prognostic value of TILs in melanoma, assessing how these immune cells influence patient outcomes. It explores the mechanisms through which TILs interact with melanoma cells and the potential clinical applications of leveraging TILs in treatment strategies. While TILs present a hopeful avenue for prognostication and treatment, there are still challenges. These include understanding the full extent of TIL dynamics within the TME and overcoming limitations in TIL-based therapies. Advancements in TIL characterization methods are also critical to refining TIL-based approaches. By addressing these hurdles, TIL-focused research may pave the way for improved diagnostic and therapeutic options, ultimately offering better outcomes for melanoma patients.
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Affiliation(s)
- Meshack Bida
- Division of Anatomical Pathology, National Health Laboratory Service, University of Pretoria, Hatfield, South Africa
- SAMRC Precision Oncology Research Unit (PORU), DSI/NRF SARChI Chair in Precision Oncology and Cancer Prevention (POCP), Pan African Cancer Research Institute (PACRI), University of Pretoria, Hatfield, South Africa
| | - Thabiso Victor Miya
- SAMRC Precision Oncology Research Unit (PORU), DSI/NRF SARChI Chair in Precision Oncology and Cancer Prevention (POCP), Pan African Cancer Research Institute (PACRI), University of Pretoria, Hatfield, South Africa
| | - Rodney Hull
- SAMRC Precision Oncology Research Unit (PORU), DSI/NRF SARChI Chair in Precision Oncology and Cancer Prevention (POCP), Pan African Cancer Research Institute (PACRI), University of Pretoria, Hatfield, South Africa
| | - Zodwa Dlamini
- SAMRC Precision Oncology Research Unit (PORU), DSI/NRF SARChI Chair in Precision Oncology and Cancer Prevention (POCP), Pan African Cancer Research Institute (PACRI), University of Pretoria, Hatfield, South Africa
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8
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Anton A, Hutchinson R, Hovens CM, Christie M, Ryan A, Gibbs P, Costello A, Peters J, Neeson PJ, Corcoran NM, Tran B. An immune suppressive tumor microenvironment in primary prostate cancer promotes tumor immune escape. PLoS One 2024; 19:e0301943. [PMID: 39602457 PMCID: PMC11602054 DOI: 10.1371/journal.pone.0301943] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 03/25/2024] [Indexed: 11/29/2024] Open
Abstract
BACKGROUND Immunotherapy has demonstrated limited activity in prostate cancer to date. This likely reflects an immune suppressive tumor microenvironment (TME), with previous studies suggesting low PD-L1 expression and a sparse immune cell infiltrate. We aimed to further characterise the immune TME in primary prostate cancer and correlate immune subset densities with clinical outcomes. METHODS Two distinct cohorts of patients treated with radical prostatectomy were identified, based on the development of biochemical recurrence (BCR), one subgroup with high International Society of Urological Pathologists (ISUP) grade group, recurrent disease and a second with low grade, non-recurrent disease. A prostate immunohistochemical (IHC) antibody cocktail was used to differentiate tumor and peritumoral benign tissue. Specific CD8+, CD4+, FoxP3+, CD20+ and CD68+ cell subsets were identified using IHC staining of consecutive slides. PD-L1 and CD8/PD-L1 dual staining were also performed. Cell subset densities were quantified within tumor and peritumoral regions. We used descriptive statistics to report cell subset densities and T-tests to compare groups by age, grade and the development of BCR. Univariable and multivariable logistic regression were used to analyse risk factors for BCR and the development of metastatic disease. RESULTS A total of 175 patients were included, with a median age of 63 years and median pre-operative PSA of 8.2ng/ml. BCR occurred in 115 patients (66%) and 56 (32%) developed metastatic disease. CD68+ cells were the most abundant (median 648.8/mm2 intratumoral, 247.6/mm2 peritumoral), while PD-L1+ and PD-L1/CD8+ cell density was low overall (PD-L1+ median 162.4/mm2 intratumoral, 141.7/mm2 peritumoral; PD-L1/CD8+ (median 5.52/mm2 intratumoral, 3.41/mm2 peritumoral). Overall, grade group and T-stage were independently associated with BCR and metastatic disease. Higher density of peritumoral PD-L1+ cells was an independent risk factor for BCR (OR 5.33, 95%CI 1.31-21.61, p = 0.019).Although higher densities of CD8+ and CD4+ cells were observed in higher grade group 3-5 tumors, these were not associated with the development of BCR or metastasis. CONCLUSIONS In our cohort of prostate cancer patients who underwent radical prostatectomy, higher grade group and T-stage were independent predictors of BCR and metastasis. Despite higher grade group being associated with higher CD8+ cell density, PD-L1+ and PD-L1/CD8+ cell densities were low overall, suggesting lower T cell receptor recognition of tumor antigens. Further understanding of this phenomenon would influence development of future immunotherapeutic strategies in prostate cancer.
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Affiliation(s)
- Angelyn Anton
- Division of personalised oncology, Walter and Eliza Hall Institute, Melbourne, Australia
| | - Ryan Hutchinson
- Division of personalised oncology, Walter and Eliza Hall Institute, Melbourne, Australia
| | - Christopher M. Hovens
- Royal Melbourne Hospital, Melbourne, Australia
- Department of Surgery, University of Melbourne, Melbourne, Australia
| | | | - Andrew Ryan
- TissuPath, Mount Waverley, Melbourne, Australia
| | - Peter Gibbs
- Division of personalised oncology, Walter and Eliza Hall Institute, Melbourne, Australia
- Western Health, Melbourne, Australia
| | - Anthony Costello
- Royal Melbourne Hospital, Melbourne, Australia
- Department of Surgery, University of Melbourne, Melbourne, Australia
- Epworth Healthcare, Melbourne, Australia
| | - Justin Peters
- Royal Melbourne Hospital, Melbourne, Australia
- Department of Surgery, University of Melbourne, Melbourne, Australia
- Epworth Healthcare, Melbourne, Australia
| | - Paul J. Neeson
- Cancer Immunology Program, Peter MacCallum Cancer Centre, Melbourne, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Australia
| | - Niall M. Corcoran
- Royal Melbourne Hospital, Melbourne, Australia
- Department of Surgery, University of Melbourne, Melbourne, Australia
- Western Health, Melbourne, Australia
| | - Ben Tran
- Division of personalised oncology, Walter and Eliza Hall Institute, Melbourne, Australia
- Cancer Immunology Program, Peter MacCallum Cancer Centre, Melbourne, Australia
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
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9
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Sun Y, Yin Z, Li S, Wu L, Zhang Y, Zhao Y, Gomes Dos Santos IL, Subudhi S, Lei P, Muzikansky A, Yuan Z, Rueda BR, Jain RK, Xu L. Losartan rewires the tumor-immune microenvironment and suppresses IGF-1 to overcome resistance to chemo-immunotherapy in ovarian cancer. Br J Cancer 2024; 131:1683-1693. [PMID: 39369055 PMCID: PMC11554678 DOI: 10.1038/s41416-024-02863-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Revised: 09/15/2024] [Accepted: 09/19/2024] [Indexed: 10/07/2024] Open
Abstract
BACKGROUND Ovarian cancer (OvCa) is the most lethal of the gynecologic malignancies. Immune checkpoint inhibitors, which have revolutionized the treatment of multiple malignancies, have had limited efficacy in OvCa patients. This lack of effectiveness is partly due to the abnormal ovarian tumor microenvironment (TME), displaying a desmoplastic, highly fibrotic extracellular matrix. High extracellular matrix deposition leads to a buildup of compressive forces that cause tumor blood vessel collapse, reduced vessel perfusion, poor delivery of drugs, and compromised trafficking of cytotoxic T-cells to these tumors. METHODS Using two syngeneic OvCa models, we tested the effect of losartan, a widely prescribed anti-hypertensive drug, on reprogramming the TME and chemosensitizing the cancer cells. RESULTS Losartan treatment (i) reprograms the TME leading to increased vascular perfusion, and thus enhances drug delivery and immune effector cell intratumoral infiltration and function; and (ii) rewires the OvCa cells by suppressing the IGF-1 signaling, resulting in enhanced chemosensitivity. As a result of the combined tumor and stromal effects, losartan treatment enhances the efficacy of chemo-immunotherapy in OvCa models. CONCLUSION The safety and low cost ( < $1-2/day) of losartan warrant rapid translation of our findings to patients with OvCa.
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Affiliation(s)
- Yao Sun
- Edwin L. Steele Laboratories, Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
- Department of Radiation Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin Clinical Research for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, 300060, China
| | - Zhenzhen Yin
- Edwin L. Steele Laboratories, Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
| | - Shuang Li
- Edwin L. Steele Laboratories, Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
| | - Limeng Wu
- Edwin L. Steele Laboratories, Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
| | - Yanling Zhang
- Edwin L. Steele Laboratories, Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
| | - Yanxia Zhao
- Edwin L. Steele Laboratories, Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430023, China
| | - Igor L Gomes Dos Santos
- Edwin L. Steele Laboratories, Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
| | - Sonu Subudhi
- Edwin L. Steele Laboratories, Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
| | - Pinji Lei
- Edwin L. Steele Laboratories, Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
| | - Alona Muzikansky
- Division of Biostatistics, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
| | - Zhiyong Yuan
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430023, China
- Department of Radiation Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin Clinical Research for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, 300060, China
| | - Bo R Rueda
- Vincent Center for Reproductive Biology, Department of Obstetrics and Gynecology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
| | - Rakesh K Jain
- Edwin L. Steele Laboratories, Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
| | - Lei Xu
- Edwin L. Steele Laboratories, Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA.
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10
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Mihaila RI, Gheorghe AS, Zob DL, Stanculeanu D. The Role of Lymphocytic Infiltrates in the Tumor Microenvironment as a Predictive Factor for the Response to Immunotherapy in Solid Tumors: A Single-Center Experience From Romania. Cureus 2024; 16:e74194. [PMID: 39583615 PMCID: PMC11582497 DOI: 10.7759/cureus.74194] [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] [Accepted: 11/21/2024] [Indexed: 11/26/2024] Open
Abstract
The correlation between tumor-infiltrating lymphocytes (TILs) and immunotherapy responses is an evolving field with significant clinical implications. Immunotherapy has revolutionized antineoplastic therapies, offering promising results for patients diagnosed with solid tumors. Integrating biomarkers, refining imaging techniques, and developing non-invasive methods may enhance personalized medicine, optimizing treatment strategies while minimizing adverse effects. In our study, we conducted a retrospective analysis to assess the practicality of utilizing the predictive value of tumor-infiltrating lymphocytes (TILs) in the tumor microenvironment (TME) correlating the response to immunotherapy in patients with solid tumors, comprehensively navigating through currently available data. Continued research efforts and collaboration between scientists and clinicians are essential to unlock the full potential of these biomarkers and advance the field of immunotherapy in solid tumors.
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Affiliation(s)
- Raluca Ioana Mihaila
- Oncology Department, University of Medicine and Pharmacy, Bucharest, ROU
- Medical Oncology Department I, Institute of Oncology "Prof. Dr. Alexandru Trestioreanu", Bucharest, ROU
| | - Adelina Silvana Gheorghe
- Medical Oncology Department I, Institute of Oncology "Prof. Dr. Alexandru Trestioreanu", Bucharest, ROU
| | - Daniela Luminita Zob
- Medical Oncology Department II, Institute of Oncology "Prof. Dr. Alexandru Trestioreanu", Bucharest, ROU
| | - Dana Stanculeanu
- Medical Oncology Department, Institute of Oncology "Prof. Dr. Alexandru Trestioreanu", Bucharest, ROU
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11
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Baky FJ, Liso N, Williams B, Reuter VE, Tickoo SK, Feldman DR, Funt SA, Carver BS, Sheinfeld J, Matulewicz RS. Long-term Outcomes of Regressed or "Burnt Out" Primary Testicular Germ Cell Tumors. Urology 2024; 193:174-179. [PMID: 39128634 PMCID: PMC11560521 DOI: 10.1016/j.urology.2024.07.049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2024] [Revised: 06/27/2024] [Accepted: 07/31/2024] [Indexed: 08/13/2024]
Abstract
OBJECTIVE To review the presentation and long-term oncologic outcomes of patients with regressed ("burnt out") primary testicular germ cell tumors (GCT). Certain testicular GCT can present with complete regression of the primary tumor. It is not well established if this is associated with more aggressive disease or worse oncologic outcomes. METHODS We queried our prospectively maintained testicular cancer clinical database at a tertiary cancer center and identified patients without prior chemotherapy who had regressed primary GCT at radical orchiectomy from 1990 to 2023. All specimens were reviewed by a genitourinary pathologist at diagnosis. Long-term clinical outcomes were reported by Kaplan-Meier method. RESULTS Fifty-six patients met inclusion criteria; at diagnosis, 17 had no evidence of extra-testicular disease and 39 had advanced (clinical stage [CS] II+) GCT. All CSx (no viable disease or germ cell neoplasia in situ at orchiectomy, and no evidence of advanced disease) and CS0 patients were managed with surveillance and had 5-year recurrence-free survival (RFS) of 88% (95% CI: 39%, 98%). All patients with CS II+ disease underwent primary treatment with surgery (n = 5) or first-line chemotherapy (n = 34). Two- and 5-year RFS for patients with CSII+ disease was 94% (95% CI: 78%, 98%) and 90% (95% CI: 72%, 97%), respectively. CONCLUSION Patients with regressed primary testicular GCT often present with advanced disease, possibly due to lack of early clinical signs from the primary tumor. Our analysis shows excellent long-term oncologic outcomes similar to those reported in the literature for patients with viable primary testicular GCT.
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Affiliation(s)
- Fady J Baky
- Memorial Sloan Kettering Cancer Center, Urology Service, Department of Surgery, New York, NY
| | - Nicole Liso
- Memorial Sloan Kettering Cancer Center, Urology Service, Department of Surgery, New York, NY
| | - Brandon Williams
- Memorial Sloan Kettering Cancer Center, Urology Service, Department of Surgery, New York, NY
| | - Victor E Reuter
- Memorial Sloan Kettering Cancer Center, Department of Pathology & Laboratory Medicine, New York, NY; Weill Cornell Medical College, Department of Pathology and Laboratory Medicine, New York, NY
| | - Satish K Tickoo
- Memorial Sloan Kettering Cancer Center, Department of Pathology & Laboratory Medicine, New York, NY
| | - Darren R Feldman
- Memorial Sloan Kettering Cancer Center, Genitourinary Oncology Service, Department of Medicine, New York, NY; Weill Cornell Medical College, Department of Medicine, New York, NY
| | - Samuel A Funt
- Memorial Sloan Kettering Cancer Center, Genitourinary Oncology Service, Department of Medicine, New York, NY; Weill Cornell Medical College, Department of Medicine, New York, NY
| | - Brett S Carver
- Memorial Sloan Kettering Cancer Center, Urology Service, Department of Surgery, New York, NY; Weill Cornell Medical College, Department of Urology, New York, NY
| | - Joel Sheinfeld
- Memorial Sloan Kettering Cancer Center, Urology Service, Department of Surgery, New York, NY; Weill Cornell Medical College, Department of Urology, New York, NY
| | - Richard S Matulewicz
- Memorial Sloan Kettering Cancer Center, Urology Service, Department of Surgery, New York, NY; Weill Cornell Medical College, Department of Urology, New York, NY.
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12
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Xue D, Hu S, Zheng R, Luo H, Ren X. Tumor-infiltrating B cells: Their dual mechanistic roles in the tumor microenvironment. Biomed Pharmacother 2024; 179:117436. [PMID: 39270540 DOI: 10.1016/j.biopha.2024.117436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Revised: 09/08/2024] [Accepted: 09/09/2024] [Indexed: 09/15/2024] Open
Abstract
The occurrence and development of tumors are closely associated with abnormalities in the immune system's structure and function, with tumor immunotherapy being intricately linked to the tumor microenvironment (TME). Early studies on lymphocytes within the TME primarily concentrated on T cells. However, as research has advanced, the multifaceted roles of tumor-infiltrating B cells (TIL-Bs) in tumor immunity, encompassing both anti-tumor and pro-tumor effects, have garnered increasing attention. This paper explored the composition of the TME and the biological characteristics of TIL-Bs, investigating the dual roles within the TME to offer new insights and strategies for tumor immunotherapy.
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Affiliation(s)
- Demin Xue
- School of Chinese Classics, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China
| | - Shaozhen Hu
- Science and Technology Innovation Center, Guangzhou University of Chinese Medicine, Guangzhou 510006, China
| | - Runchen Zheng
- School of Chinese Classics, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China
| | - Huidan Luo
- Department of Pulmonology, Hechi Hospital of Traditional Chinese Medicine, Guangxi 547000, China
| | - Xi Ren
- Department of Oncology II, Southern Medical University Hospital of Integrated Traditional Chinese and Western Medicine, Southern Medical University, Guangzhou 510515, China.
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13
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Carey AE, Weeraratna AT. Entering the TiME machine: How age-related changes in the tumor immune microenvironment impact melanoma progression and therapy response. Pharmacol Ther 2024; 262:108698. [PMID: 39098769 DOI: 10.1016/j.pharmthera.2024.108698] [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: 02/29/2024] [Revised: 07/24/2024] [Accepted: 07/31/2024] [Indexed: 08/06/2024]
Abstract
Melanoma is the deadliest form of skin cancer in the United States, with its incidence rates rising in older populations. As the immune system undergoes age-related changes, these alterations can significantly influence tumor progression and the effectiveness of cancer treatments. Recent advancements in understanding immune checkpoint molecules have paved the way for the development of innovative immunotherapies targeting solid tumors. However, the aging tumor microenvironment can play a crucial role in modulating the response to these immunotherapeutic approaches. This review seeks to examine the intricate relationship between age-related changes in the immune system and their impact on the efficacy of immunotherapies, particularly in the context of melanoma. By exploring this complex interplay, we hope to elucidate potential strategies to optimize treatment outcomes for older patients with melanoma, and draw parallels to other cancers.
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Affiliation(s)
- Alexis E Carey
- Department of Biochemistry and Molecular Biology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA; Department of Oncology, Sidney Kimmel Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Ashani T Weeraratna
- Department of Biochemistry and Molecular Biology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA; Department of Oncology, Sidney Kimmel Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, USA.
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14
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Liu C, Zhang Y, Liang Y, Zhang T, Wang G. DrugReSC: targeting disease-critical cell subpopulations with single-cell transcriptomic data for drug repurposing in cancer. Brief Bioinform 2024; 25:bbae490. [PMID: 39350337 PMCID: PMC11442150 DOI: 10.1093/bib/bbae490] [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: 05/21/2024] [Revised: 08/25/2024] [Accepted: 09/17/2024] [Indexed: 10/04/2024] Open
Abstract
The field of computational drug repurposing aims to uncover novel therapeutic applications for existing drugs through high-throughput data analysis. However, there is a scarcity of drug repurposing methods leveraging the cellular-level information provided by single-cell RNA sequencing data. To address this need, we propose DrugReSC, an innovative approach to drug repurposing utilizing single-cell RNA sequencing data, intending to target specific cell subpopulations critical to disease pathology. DrugReSC constructs a drug-by-cell matrix representing the transcriptional relationships between individual cells and drugs and utilizes permutation-based methods to assess drug contributions to cellular phenotypic changes. We demonstrate DrugReSC's superior performance compared to existing drug repurposing methods based on bulk or single-cell RNA sequencing data across multiple cancer case studies. In summary, DrugReSC offers a novel perspective on the utilization of single-cell sequencing data in drug repurposing methods, contributing to the advancement of precision medicine for cancer.
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Affiliation(s)
- Chonghui Liu
- College of Life Science, Northeast Forestry University, 26 Hexing Road, Xiangfang District, Harbin 150040, China
- College of Computer and Control Engineering, Northeast Forestry University, 26 Hexing Road, Xiangfang District, Harbin 150040, China
| | - Yan Zhang
- Kunming Institute of Zoology, Chinese Academy of Sciences, 17 Longxin Road, Panlong District, Kunming 650201, Yunnan, China
- University of Chinese Academy of Sciences, 1 Yanxi Lake East Road, Huairou District, Beijing 100049, China
| | - Yingjian Liang
- Department of General Surgery, the First Affiliated Hospital of Harbin Medical University, 23 Youzheng Street, Nangang District, Harbin 150007, China
| | - Tianjiao Zhang
- College of Computer and Control Engineering, Northeast Forestry University, 26 Hexing Road, Xiangfang District, Harbin 150040, China
| | - Guohua Wang
- College of Computer and Control Engineering, Northeast Forestry University, 26 Hexing Road, Xiangfang District, Harbin 150040, China
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15
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Mihaila RI, Gheorghe AS, Zob DL, Stanculeanu DL. The Importance of Predictive Biomarkers and Their Correlation with the Response to Immunotherapy in Solid Tumors-Impact on Clinical Practice. Biomedicines 2024; 12:2146. [PMID: 39335659 PMCID: PMC11429372 DOI: 10.3390/biomedicines12092146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Revised: 09/12/2024] [Accepted: 09/20/2024] [Indexed: 09/30/2024] Open
Abstract
Background/Objectives: Immunotherapy has changed the therapeutic approach for various solid tumors, especially lung tumors, malignant melanoma, renal and urogenital carcinomas, demonstrating significant antitumor activity, with tolerable safety profiles and durable responses. However, not all patients benefit from immunotherapy, underscoring the need for predictive biomarkers that can identify those most likely to respond to treatment. Methods: The integration of predictive biomarkers into clinical practice for immune checkpoint inhibitors (ICI) holds great promise for personalized cancer treatment. Programmed death ligand 1 (PD-L1) expression, tumor mutational burden (TMB), microsatellite instability (MSI), gene expression profiles and circulating tumor DNA (ctDNA) have shown potential in predicting ICI responses across various cancers. Results: Challenges such as standardization, validation, regulatory approval, and cost-effectiveness must be addressed to realize their full potential. Predictive biomarkers are crucial for optimizing the clinical use of ICIs in cancer therapy. Conclusions: While significant progress has been made, further research and collaboration among clinicians, researchers, and regulatory institutes are essential to overcome the challenges of clinical implementation. However, little is known about the relationship between local and systemic immune responses and the correlation with response to oncological therapies and patient survival.
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Affiliation(s)
- Raluca Ioana Mihaila
- Department of Oncology, "Carol Davila" University of Medicine and Pharmacy, 020021 Bucharest, Romania
- Department of Medical Oncology I, "Prof. Dr. Alexandru Trestioreanu", Institute of Oncology, 022328 Bucharest, Romania
| | - Adelina Silvana Gheorghe
- Department of Oncology, "Carol Davila" University of Medicine and Pharmacy, 020021 Bucharest, Romania
- Department of Medical Oncology I, "Prof. Dr. Alexandru Trestioreanu", Institute of Oncology, 022328 Bucharest, Romania
| | - Daniela Luminita Zob
- Department of Medical Oncology I, "Prof. Dr. Alexandru Trestioreanu", Institute of Oncology, 022328 Bucharest, Romania
| | - Dana Lucia Stanculeanu
- Department of Oncology, "Carol Davila" University of Medicine and Pharmacy, 020021 Bucharest, Romania
- Department of Medical Oncology I, "Prof. Dr. Alexandru Trestioreanu", Institute of Oncology, 022328 Bucharest, Romania
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Wessel RE, Ageeb N, Obeid JM, Mauldin IS, Goundry KA, Hanson GF, Hossain M, Lehman C, Gentzler RD, Wages NA, Slingluff Jr CL, Bullock TNJ, Dolatshahi S, Brown MG. Spatial colocalization and combined survival benefit of natural killer and CD8 T cells despite profound MHC class I loss in non-small cell lung cancer. J Immunother Cancer 2024; 12:e009126. [PMID: 39299754 PMCID: PMC11418484 DOI: 10.1136/jitc-2024-009126] [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: 08/13/2024] [Indexed: 09/22/2024] Open
Abstract
BACKGROUND Major histocompatibility complex class I (MHC-I) loss is frequent in non-small cell lung cancer (NSCLC) rendering tumor cells resistant to T cell lysis. NK cells kill MHC-I-deficient tumor cells, and although previous work indicated their presence at NSCLC margins, they were functionally impaired. Within, we evaluated whether NK cell and CD8 T cell infiltration and activation vary with MHC-I expression. METHODS We used single-stain immunohistochemistry (IHC) and Kaplan-Meier analysis to test the effect of NK cell and CD8 T cell infiltration on overall and disease-free survival. To delineate immune covariates of MHC-I-disparate lung cancers, we used multiplexed immunofluorescence (mIF) imaging followed by multivariate statistical modeling. To identify differences in infiltration and intercellular communication between IFNγ-activated and non-activated lymphocytes, we developed a computational pipeline to enumerate single-cell neighborhoods from mIF images followed by multivariate discriminant analysis. RESULTS Spatial quantitation of tumor cell MHC-I expression revealed intratumoral and intertumoral heterogeneity, which was associated with the local lymphocyte landscape. IHC analysis revealed that high CD56+ cell numbers in patient tumors were positively associated with disease-free survival (HR=0.58, p=0.064) and overall survival (OS) (HR=0.496, p=0.041). The OS association strengthened with high counts of both CD56+ and CD8+ cells (HR=0.199, p<1×10-3). mIF imaging and multivariate discriminant analysis revealed enrichment of both CD3+CD8+ T cells and CD3-CD56+ NK cells in MHC-I-bearing tumors (p<0.05). To infer associations of functional cell states and local cell-cell communication, we analyzed spatial single-cell neighborhood profiles to delineate the cellular environments of IFNγ+/- NK cells and T cells. We discovered that both IFNγ+ NK and CD8 T cells were more frequently associated with other IFNγ+ lymphocytes in comparison to IFNγ- NK cells and CD8 T cells (p<1×10-30). Moreover, IFNγ+ lymphocytes were most often found clustered near MHC-I+ tumor cells. CONCLUSIONS Tumor-infiltrating NK cells and CD8 T cells jointly affected control of NSCLC tumor progression. Coassociation of NK and CD8 T cells was most evident in MHC-I-bearing tumors, especially in the presence of IFNγ. Frequent colocalization of IFNγ+ NK cells with other IFNγ+ lymphocytes in near-neighbor analysis suggests NSCLC lymphocyte activation is coordinately regulated.
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Affiliation(s)
- Remziye E Wessel
- Department of Biomedical Engineering, University of Virginia, Charlottesville, Virginia, USA
| | - Nardin Ageeb
- Department of Biology, University of Virginia, Charlottesville, Virginia, USA
| | - Joseph M Obeid
- Department of Thoracic Surgery, Temple University Hospital, Philadelphia, Pennsylvania, USA
| | - Ileana S Mauldin
- Department of Surgery, University of Virginia, Charlottesville, Virginia, USA
| | - Kate A Goundry
- Department of Biomedical Engineering, University of Virginia, Charlottesville, Virginia, USA
| | - Gabriel F Hanson
- Department of Biomedical Engineering, University of Virginia, Charlottesville, Virginia, USA
| | - Mahdin Hossain
- Beirne B. Carter Center for Immunology Research, University of Virginia, Charlottesville, Virginia, USA
| | - Chad Lehman
- Beirne B. Carter Center for Immunology Research, University of Virginia, Charlottesville, Virginia, USA
| | - Ryan D Gentzler
- Department of Medicine, Hematology and Oncology, University of Virginia, Charlottesville, Virginia, USA
| | - Nolan A Wages
- Department of Biostatistics, Virginia Commonwealth University, Richmond, Virginia, USA
| | | | - Timothy N J Bullock
- Beirne B. Carter Center for Immunology Research, University of Virginia, Charlottesville, Virginia, USA
- Department of Pathology, University of Virginia, Charlottesville, Virginia, USA
| | - Sepideh Dolatshahi
- Department of Biomedical Engineering, University of Virginia, Charlottesville, Virginia, USA
- Beirne B. Carter Center for Immunology Research, University of Virginia, Charlottesville, Virginia, USA
| | - Michael G Brown
- Beirne B. Carter Center for Immunology Research, University of Virginia, Charlottesville, Virginia, USA
- Department of Medicine, Nephrology Division, University of Virginia, Charlottesville, Virginia, USA
- Center for Immunity, Inflammation and Regenerative Medicine, University of Virginia School of Medicine, Charlottesville, Virginia, USA
- Department of Microbiology, Immunology and Cancer Biology, Univesity of Virginia, School of Medicine, Charlottesville, Virginia, USA
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17
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Wang K, Wang L, Wang Y, Xiao L, Wei J, Hu Y, Wang D, Huang H. Reprogramming natural killer cells for cancer therapy. Mol Ther 2024; 32:2835-2855. [PMID: 38273655 PMCID: PMC11403237 DOI: 10.1016/j.ymthe.2024.01.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Revised: 01/05/2024] [Accepted: 01/19/2024] [Indexed: 01/27/2024] Open
Abstract
The last decade has seen rapid development in the field of cellular immunotherapy, particularly in regard to chimeric antigen receptor (CAR)-modified T cells. However, challenges, such as severe treatment-related toxicities and inconsistent quality of autologous products, have hindered the broader use of CAR-T cell therapy, highlighting the need to explore alternative immune cells for cancer targeting. In this regard, natural killer (NK) cells have been extensively studied in cellular immunotherapy and were found to exert cytotoxic effects without being restricted by human leukocyte antigen and have a lower risk of causing graft-versus-host disease; making them favorable for the development of readily available "off-the-shelf" products. Clinical trials utilizing unedited NK cells or reprogrammed NK cells have shown early signs of their effectiveness against tumors. However, limitations, including limited in vivo persistence and expansion potential, remained. To enhance the antitumor function of NK cells, advanced gene-editing technologies and combination approaches have been explored. In this review, we summarize current clinical trials of antitumor NK cell therapy, provide an overview of innovative strategies for reprogramming NK cells, which include improvements in persistence, cytotoxicity, trafficking and the ability to counteract the immunosuppressive tumor microenvironment, and also discuss some potential combination therapies.
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Affiliation(s)
- Kexin Wang
- Bone Marrow Transplantation Center, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China; Liangzhu Laboratory, Hangzhou, Zhejiang Province, China; Institute of Hematology, Zhejiang University, Hangzhou, Zhejiang Province, China; Zhejiang Province Engineering Research Center for Stem Cell and Immunity Therapy, Hangzhou, Zhejiang Province, China
| | - Linqin Wang
- Bone Marrow Transplantation Center, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China; Liangzhu Laboratory, Hangzhou, Zhejiang Province, China; Institute of Hematology, Zhejiang University, Hangzhou, Zhejiang Province, China; Zhejiang Province Engineering Research Center for Stem Cell and Immunity Therapy, Hangzhou, Zhejiang Province, China
| | - Yiyun Wang
- Bone Marrow Transplantation Center, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China; Liangzhu Laboratory, Hangzhou, Zhejiang Province, China; Institute of Hematology, Zhejiang University, Hangzhou, Zhejiang Province, China; Zhejiang Province Engineering Research Center for Stem Cell and Immunity Therapy, Hangzhou, Zhejiang Province, China
| | - Lu Xiao
- Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Jieping Wei
- Bone Marrow Transplantation Center, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China; Liangzhu Laboratory, Hangzhou, Zhejiang Province, China; Institute of Hematology, Zhejiang University, Hangzhou, Zhejiang Province, China; Zhejiang Province Engineering Research Center for Stem Cell and Immunity Therapy, Hangzhou, Zhejiang Province, China
| | - Yongxian Hu
- Bone Marrow Transplantation Center, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China; Liangzhu Laboratory, Hangzhou, Zhejiang Province, China; Institute of Hematology, Zhejiang University, Hangzhou, Zhejiang Province, China; Zhejiang Province Engineering Research Center for Stem Cell and Immunity Therapy, Hangzhou, Zhejiang Province, China.
| | - Dongrui Wang
- Bone Marrow Transplantation Center, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China; Liangzhu Laboratory, Hangzhou, Zhejiang Province, China; Institute of Hematology, Zhejiang University, Hangzhou, Zhejiang Province, China; Zhejiang Province Engineering Research Center for Stem Cell and Immunity Therapy, Hangzhou, Zhejiang Province, China.
| | - He Huang
- Bone Marrow Transplantation Center, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China; Liangzhu Laboratory, Hangzhou, Zhejiang Province, China; Institute of Hematology, Zhejiang University, Hangzhou, Zhejiang Province, China; Zhejiang Province Engineering Research Center for Stem Cell and Immunity Therapy, Hangzhou, Zhejiang Province, China.
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18
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Martínez-Vila C, González-Navarro EA, Teixido C, Martin R, Aya F, Juan M, Arance A. Lymphocyte T Subsets and Outcome of Immune Checkpoint Inhibitors in Melanoma Patients: An Oncologist's Perspective on Current Knowledge. Int J Mol Sci 2024; 25:9506. [PMID: 39273452 PMCID: PMC11394732 DOI: 10.3390/ijms25179506] [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: 07/17/2024] [Revised: 08/09/2024] [Accepted: 08/26/2024] [Indexed: 09/15/2024] Open
Abstract
Melanoma is the most aggressive and deadly form of skin cancer, and its incidence has been steadily increasing over the past few decades, particularly in the Caucasian population. Immune checkpoint inhibitors (ICI), anti-PD-1 monotherapy or in combination with anti-CTLA-4, and more recently, anti-PD-1 plus anti-LAG-3 have changed the clinical evolution of this disease. However, a significant percentage of patients do not benefit from these therapies. Therefore, to improve patient selection, it is imperative to look for novel biomarkers. Immune subsets, particularly the quantification of lymphocyte T populations, could contribute to the identification of ICI responders. The main purpose of this review is to thoroughly examine significant published data on the potential role of lymphocyte T subset distribution in peripheral blood (PB) or intratumorally as prognostic and predictive of response biomarkers in advanced melanoma patients treated with ICI regardless of BRAFV600 mutational status.
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Affiliation(s)
- Clara Martínez-Vila
- Department of Medical Oncology, Althaia Xarxa Assistencial Universitària de Manresa, Dr. Joan Soler, 1-3, 08243 Manresa, Spain
- Programa de Doctorat en Medicina i Recerca Translacional, Facultat de Medicina, Universitat de Barcelona, 08036 Barcelona, Spain
- Institut de Recerca i Innovació en Ciències de la Vida i de la Salut a la Catalunya Central (IRIS-CC), Roda 70, 08500 Vic, Spain
| | - Europa Azucena González-Navarro
- Department of Immunology, Hospital Clínic of Barcelona, University of Barcelona, Villarroel 170, 08036 Barcelona, Spain
- August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Rosselló 149, 08036 Barcelona, Spain
| | - Cristina Teixido
- August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Rosselló 149, 08036 Barcelona, Spain
- Department of Pathology, Hospital Clínic of Barcelona, University of Barcelona, Villarroel 170, 08036 Barcelona, Spain
| | - Roberto Martin
- August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Rosselló 149, 08036 Barcelona, Spain
- Department of Medical Oncology, Hospital Clínic of Barcelona, University of Barcelona, Villarroel 170, 08036 Barcelona, Spain
- Grupo Español de Terapias Inmunobiológicas en Cáncer (GETICA), Velázquez 7, 28001 Madrid, Spain
| | - Francisco Aya
- August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Rosselló 149, 08036 Barcelona, Spain
- Department of Medical Oncology, Hospital Clínic of Barcelona, University of Barcelona, Villarroel 170, 08036 Barcelona, Spain
- Grupo Español de Terapias Inmunobiológicas en Cáncer (GETICA), Velázquez 7, 28001 Madrid, Spain
| | - Manel Juan
- Department of Immunology, Hospital Clínic of Barcelona, University of Barcelona, Villarroel 170, 08036 Barcelona, Spain
- August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Rosselló 149, 08036 Barcelona, Spain
- Grupo Español de Terapias Inmunobiológicas en Cáncer (GETICA), Velázquez 7, 28001 Madrid, Spain
| | - Ana Arance
- August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Rosselló 149, 08036 Barcelona, Spain
- Department of Medical Oncology, Hospital Clínic of Barcelona, University of Barcelona, Villarroel 170, 08036 Barcelona, Spain
- Grupo Español de Terapias Inmunobiológicas en Cáncer (GETICA), Velázquez 7, 28001 Madrid, Spain
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19
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Bile F, Sparaco M, Ruocco E, Miele G, Maida E, Vele R, Mele D, Bonavita S, Lavorgna L. Dermatological Neoplastic Diseases Complicating Treatment with Monoclonal Antibodies for Multiple Sclerosis. J Clin Med 2024; 13:5133. [PMID: 39274345 PMCID: PMC11396336 DOI: 10.3390/jcm13175133] [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: 07/18/2024] [Revised: 08/22/2024] [Accepted: 08/26/2024] [Indexed: 09/16/2024] Open
Abstract
Background: Over the past 20 years, the treatment scenario of multiple sclerosis (MS) has radically changed, and an ever-increasing number of disease-modifying treatments has emerged. Among high-efficacy treatment agents, monoclonal antibodies (mAbs) have become a mainstay in a MS patient's treatment due to their targeted mechanism, high efficacy, and favorable risk profile. The latter varies from drug to drug and a skin cancer warning has emerged with sphingosine 1-phosphate receptor inhibitors. Several cases of skin malignancy in people with MS (pwMS) undergoing therapy with mAbs have also been described, but dermatological follow-up is not currently indicated. Objectives: The aim of this review is to investigate cases of cutaneous malignancy during mAb therapy and to explore possible pathophysiological mechanisms to evaluate the potential need for regular dermatological follow-ups in pwMS treated with mAbs. Methods: A literature search for original articles and reviews in PubMed was conducted with no date restrictions. Results: A total of 1019 results were retrieved. Duplicates were removed using Endnote and manually. Only peer-reviewed studies published in English were considered for inclusion. At the end of these screening procedures, 54 studies published between 2001 and 2024 that met the objectives of this review were selected and reported. Conclusions: The available data do not show a clear link between monoclonal antibody (mAb) treatment in pwMS and the risk of skin cancer. At present, these treatments remain contraindicated for people with cancer. Dermatological screening is advisable before starting mAb treatment in pwMS, and subsequent follow-ups should be individualized according to each patient's risk profile.
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Affiliation(s)
- Floriana Bile
- Department of Advanced Medical and Surgical Sciences, 2nd Division of Neurology, University of Campania Luigi Vanvitelli, Via Sergio Pansini, 5, 80131 Naples, Italy
| | - Maddalena Sparaco
- 2nd Division of Neurology, University Hospital of Campania Luigi Vanvitelli, 80131 Naples, Italy
| | - Eleonora Ruocco
- Dermatology Unit, Department of Mental and Physical Health and Preventive Medicine, University of Campania "Luigi Vanvitelli", 80138 Naples, Italy
| | - Giuseppina Miele
- 2nd Division of Neurology, University Hospital of Campania Luigi Vanvitelli, 80131 Naples, Italy
| | - Elisabetta Maida
- Department of Advanced Medical and Surgical Sciences, 2nd Division of Neurology, University of Campania Luigi Vanvitelli, Via Sergio Pansini, 5, 80131 Naples, Italy
| | - Renato Vele
- Department of Advanced Medical and Surgical Sciences, 2nd Division of Neurology, University of Campania Luigi Vanvitelli, Via Sergio Pansini, 5, 80131 Naples, Italy
| | - Davide Mele
- Department of Advanced Medical and Surgical Sciences, 2nd Division of Neurology, University of Campania Luigi Vanvitelli, Via Sergio Pansini, 5, 80131 Naples, Italy
| | - Simona Bonavita
- Department of Advanced Medical and Surgical Sciences, 2nd Division of Neurology, University of Campania Luigi Vanvitelli, Via Sergio Pansini, 5, 80131 Naples, Italy
| | - Luigi Lavorgna
- 1st Division of Neurology, University Hospital of Campania Luigi Vanvitelli, 80138 Naples, Italy
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20
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Trandafir CM, Closca RM, Poenaru M, Sarau OS, Sarau CA, Rakitovan M, Baderca F, Sima LV. Morphological and Immunohistochemical Aspects with Prognostic Implications and Therapeutic Targets of Primary Sinonasal Mucosal Melanoma: A Retrospective Study. Cancers (Basel) 2024; 16:2863. [PMID: 39199634 PMCID: PMC11352549 DOI: 10.3390/cancers16162863] [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: 06/21/2024] [Revised: 08/12/2024] [Accepted: 08/14/2024] [Indexed: 09/01/2024] Open
Abstract
Sinonasal mucosal melanoma originates from melanocytes and it is a rare malignancy in the sinonasal tract. It is an aggressive melanocytic neoplasm with a very poor prognosis. The symptoms are nonspecific and the diagnosis is delayed, usually until the advanced stages of the disease. The current study performs a correlation between the histopathological aspects of sinonasal mucosal melanoma and different types of immune cells present in the microenvironment, with prognostic and therapeutic implications. The endpoint is to quantify the cellular immune microenvironment and correlate it with patient survival. This study presents nine cases of primary sinonasal mucosal melanomas diagnosed at the Emergency City Hospital Timisoara, Romania during a period of 15 years. The histopathological examination was performed in the Department of Pathology of the same hospital, using morphological hematoxylin-eosin staining. Additional immunohistochemical reactions were performed to confirm the diagnosis and evaluate the components of the tumor immune microenvironment. This study identifies eosinophils, macrophages, natural killer cells and plasma cells as favorable prognostic factors. Therefore, a CD8:CD4 ratio of more than 3 is correlated with a good response to PD-1 inhibitor therapy.
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Affiliation(s)
- Cornelia Marina Trandafir
- ENT Department, University of Medicine and Pharmacy “Victor Babes”, 300041 Timisoara, Romania; (C.M.T.); (M.P.)
| | - Raluca Maria Closca
- Department of Pathology, Emergency City Hospital, 300254 Timisoara, Romania;
- Department of Microscopic Morphology, University of Medicine and Pharmacy “Victor Babes”, 300041 Timisoara, Romania;
| | - Marioara Poenaru
- ENT Department, University of Medicine and Pharmacy “Victor Babes”, 300041 Timisoara, Romania; (C.M.T.); (M.P.)
- ENT Department, Emergency City Hospital, 300254 Timisoara, Romania
| | - Oana Silvana Sarau
- Hematology Department of the Municipal Emergency Clinical Hospital, 300254 Timisoara, Romania;
- Faculty of Medicine, University of Medicine and Pharmacy “Victor Babes”, 300041 Timisoara, Romania;
| | - Cristian Andrei Sarau
- Faculty of Medicine, University of Medicine and Pharmacy “Victor Babes”, 300041 Timisoara, Romania;
- Internal Medicine Department of the Municipal Emergency Clinical Hospital, 300254 Timisoara, Romania
| | - Marina Rakitovan
- Department of Microscopic Morphology, University of Medicine and Pharmacy “Victor Babes”, 300041 Timisoara, Romania;
- Oro-Maxillo-Facial Surgery Clinic of the Emergency City Hospital, 300062 Timisoara, Romania
| | - Flavia Baderca
- Department of Pathology, Emergency City Hospital, 300254 Timisoara, Romania;
- Department of Microscopic Morphology, University of Medicine and Pharmacy “Victor Babes”, 300041 Timisoara, Romania;
| | - Laurentiu Vasile Sima
- Department of Surgery, University of Medicine and Pharmacy “Victor Babes”, Eftimie Murgu Square No. 2, 300041 Timisoara, Romania;
- Department of Surgery, Emergency City Hospital, Gheorghe Dima Square No 5, 300254 Timisoara, Romania
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21
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Martin-Liberal J, Garralda E, García-Donas J, Soto-Castillo JJ, Mussetti A, Codony C, Martin-Lluesma S, Muñoz S, Galvao V, Lostes J, Rotxes M, Prat-Vidal C, Palomero J, Muñoz A, Moreno R, García del Muro X, Sureda A, Alemany R, Gros A, Piulats JM. Clinical protocol phase II study of tumor infiltrating lymphocytes in advanced tumors with alterations in the SWI/SNF complex: the TILTS study. Future Oncol 2024; 20:2437-2445. [PMID: 39129675 PMCID: PMC11520549 DOI: 10.1080/14796694.2024.2385287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Accepted: 07/24/2024] [Indexed: 08/13/2024] Open
Abstract
The SWI/SNF complex is a chromatin remodeling complex comprised by several proteins such as SMARCA4 or SMARCB1. Mutations in its components can lead to the development of aggressive rhabdoid tumors such as epithelioid sarcoma, malignant rhabdoid tumor or small cell carcinoma of the ovary hypercalcemic type, among others. These malignancies tend to affect young patients and their prognosis is poor given the lack of effective treatments. Characteristically, these tumors are highly infiltrated by TILs, suggesting that some lymphocytes are recognizing tumor antigens. The use of those TILs as a therapeutic strategy is a promising approach worth exploring. Here, we report the clinical protocol of the TILTS study, a Phase II clinical trial assessing personalized adoptive cell therapy with TILs in patients affected by these tumor types.Clinical Trial Registration: 2023-504632-17-00 (www.clinicaltrialsregister.eu) (ClinicalTrials.gov).
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Affiliation(s)
| | - Elena Garralda
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | | | | | | | - Carles Codony
- Institute of Biomedical Research of Bellvitge (IDIBELL), Barcelona, Spain
| | | | - Susana Muñoz
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Vladimir Galvao
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Julia Lostes
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Marta Rotxes
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | | | | | - Ainhoa Muñoz
- Institute of Biomedical Research of Bellvitge (IDIBELL), Barcelona, Spain
| | - Rafael Moreno
- Catalan Institute of Oncology (ICO), Barcelona, Spain
| | | | - Anna Sureda
- Catalan Institute of Oncology (ICO), Barcelona, Spain
| | - Ramon Alemany
- Catalan Institute of Oncology (ICO), Barcelona, Spain
| | - Alena Gros
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
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22
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Pala L, Pagan E, Sala I, Oriecuia C, Oliari M, De Pas T, Specchia C, Cocorocchio E, Zattarin E, Rossi G, Catania C, Ceresoli GL, Laszlo D, Canzian J, Valenzi E, Viale G, Gelber RD, Mantovani A, Bagnardi V, Conforti F. Outcomes of patients with advanced solid tumors who discontinued immune-checkpoint inhibitors: a systematic review and meta-analysis. EClinicalMedicine 2024; 73:102681. [PMID: 39007061 PMCID: PMC11245998 DOI: 10.1016/j.eclinm.2024.102681] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2023] [Revised: 05/12/2024] [Accepted: 05/28/2024] [Indexed: 07/16/2024] Open
Abstract
Background The outcome of patients with metastatic tumors who discontinued immune checkpoint inhibitors (ICIs) not for progressive disease (PD) has been poorly explored. We performed a meta-analysis of all studies reporting the clinical outcome of patients who discontinued ICIs for reasons other than PD. Methods We searched PubMed, Embase and Scopus databases, from the inception of each database to December 2023, for clinical trials (randomized or not) and observational studies assessing PD-(L)1 and CTLA-4 inhibitors in patients with metastatic solid tumors who discontinued treatment for reasons other than PD. Each study had to provide swimmer plots or Kaplan-Meier survival curves enabling the reconstruction of individual patient-level data on progression-free survival (PFS) following the discontinuation of immunotherapy. The primary endpoint was PFS from the date of treatment discontinuation overall and according to tumor histotype, type of treatment and reason of discontinuation. The Combersure's method was used to estimate meta-analytical non-parametric summary survival curves assuming random effects at study level. Findings Thirty-six studies (2180 patients) were included. The pooled median PFS (mPFS) was 24.7 months (95% CI, 18.8-30.6) and the PFS-rate at 12, 24, and 36 months was respectively 69.8% (95% CI, 63.1-77.3), 51.0% (95% CI, 43.4-59.8) and 34.0% (95% CI, 27.0-42.9). Univariable analysis showed that the mPFS was significantly longer for patients with melanoma (43.0 months), as compared with non-small cell lung cancer (NSCLC, 13.5 months) and renal cell carcinoma (RCC, 10.0 months; between-strata comparison test p-value < 0.001); for patients treated with anti-PD-(L)1 + anti-CTLA-4 as compared with anti-PD-(L)1 monotherapy (44.6 versus 19.9 months; p-value < 0.001), and in NSCLC when the reason of treatment discontinuation was elective as compared with toxicity onset (19.6 versus 4.8 months; p-value = 0.003). The multivariable analysis confirmed these differences. Interpretation The long-term outcome of patients who stopped ICIs for reasons other than PD was substantially affected by clinicopathological features: PFS after treatment discontinuation was longer in patients with melanoma, and/or treated with anti-PD-(L)1 + anti-CTLA-4, and shorter in patients with RCC or in those patients with NSCLC who stopped treatment for toxicity onset. Funding The Italian Ministry of University and Research (PRIN 2022Y7HHNW).
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Affiliation(s)
- Laura Pala
- Division of Medical Oncology, Humanitas Gavazzeni, Bergamo, Italy
| | - Eleonora Pagan
- Department of Statistics and Quantitative Methods, University of Milan-Bicocca, Milan, Italy
| | - Isabella Sala
- Department of Statistics and Quantitative Methods, University of Milan-Bicocca, Milan, Italy
- Department of Medicine and Surgery, University of Milan-Bicocca, Milan, Italy
| | - Chiara Oriecuia
- Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
- Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, Brescia, Italy
| | - Matteo Oliari
- Department of Statistics and Quantitative Methods, University of Milan-Bicocca, Milan, Italy
| | - Tommaso De Pas
- Division of Medical Oncology, Humanitas Gavazzeni, Bergamo, Italy
| | - Claudia Specchia
- Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | | | - Emma Zattarin
- Division of Medical Oncology, Humanitas Gavazzeni, Bergamo, Italy
| | - Giovanna Rossi
- Division of Medical Oncology, Humanitas Gavazzeni, Bergamo, Italy
| | - Chiara Catania
- Division of Medical Oncology, Humanitas Gavazzeni, Bergamo, Italy
| | | | - Daniele Laszlo
- Division of Medical Oncology, Humanitas Gavazzeni, Bergamo, Italy
| | - Jacopo Canzian
- Division of Medical Oncology, Humanitas Gavazzeni, Bergamo, Italy
- Department of Biomedical Sciences, Humanitas University, Italy
| | - Elena Valenzi
- Division of Medical Oncology, Humanitas Gavazzeni, Bergamo, Italy
- Department of Biomedical Sciences, Humanitas University, Italy
| | - Giuseppe Viale
- Department of Pathology, European Institute of Oncology, IRCCS Milan, Italy
- University of Milan, Milan, Italy
| | - Richard D. Gelber
- Department of Data Science, Dana-Farber Cancer Institute, Harvard Medical School, Harvard T.H. Chan School of Public Health, and Frontier Science & Technology Research Foundation, Boston, USA
| | - Alberto Mantovani
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy
- William Harvey Research Institute, Queen Mary University, London, UK
- IRCCS Humanitas Research Hospital, Rozzano, Italy
| | - Vincenzo Bagnardi
- Department of Statistics and Quantitative Methods, University of Milan-Bicocca, Milan, Italy
| | - Fabio Conforti
- Division of Medical Oncology, Humanitas Gavazzeni, Bergamo, Italy
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23
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Wessel RE, Ageeb N, Obeid JM, Mauldin I, Goundry KA, Hanson GF, Hossain M, Lehman C, Gentzler RD, Wages NA, Slingluff CL, Bullock TNJ, Dolatshahi S, Brown MG. Spatial colocalization and combined survival benefit of natural killer and CD8 T cells despite profound MHC class I loss in non-small cell lung cancer. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.02.20.581048. [PMID: 38979183 PMCID: PMC11230195 DOI: 10.1101/2024.02.20.581048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/10/2024]
Abstract
Background MHC class I (MHC-I) loss is frequent in non-small cell lung cancer (NSCLC) rendering tumor cells resistant to T cell lysis. NK cells kill MHC-I-deficient tumor cells, and although previous work indicated their presence at NSCLC margins, they were functionally impaired. Within, we evaluated whether NK cell and CD8 T cell infiltration and activation vary with MHC-I expression. Methods We used single-stain immunohistochemistry (IHC) and Kaplan-Meier analysis to test the effect of NK cell and CD8 T cell infiltration on overall and disease-free survival. To delineate immune covariates of MHC-I-disparate lung cancers, we used multiplexed immunofluorescence (mIF) imaging followed by multivariate statistical modeling. To identify differences in infiltration and intercellular communication between IFNγ-activated and non-activated lymphocytes, we developed a computational pipeline to enumerate single cell neighborhoods from mIF images followed by multivariate discriminant analysis. Results Spatial quantitation of tumor cell MHC-I expression revealed intra- and inter-tumoral heterogeneity, which was associated with the local lymphocyte landscape. IHC analysis revealed that high CD56+ cell numbers in patient tumors were positively associated with disease-free survival (DFS) (HR=0.58, p=0.064) and overall survival (OS) (HR=0.496, p=0.041). The OS association strengthened with high counts of both CD56+ and CD8+ cells (HR=0.199, p<1×10-3). mIF imaging and multivariate discriminant analysis revealed enrichment of both CD3+CD8+ T cells and CD3-CD56+ NK cells in MHC-I-bearing tumors (p<0.05). To infer associations of functional cell states and local cell-cell communication, we analyzed spatial single cell neighborhood profiles to delineate the cellular environments of IFNγ+/- NK cells and T cells. We discovered that both IFNγ+ NK and CD8 T cells were more frequently associated with other IFNγ+ lymphocytes in comparison to IFNγ- NK cells and CD8 T cells (p<1×10-30). Moreover, IFNγ+ lymphocytes were most often found clustered near MHC-I+ tumor cells. Conclusions Tumor-infiltrating NK cells and CD8 T cells jointly affected control of NSCLC tumor progression. Co-association of NK and CD8 T cells was most evident in MHC-I-bearing tumors, especially in the presence of IFNγ. Frequent co-localization of IFNγ+ NK cells with other IFNγ+ lymphocytes in near-neighbor analysis suggests NSCLC lymphocyte activation is coordinately regulated.
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Affiliation(s)
- Remziye E Wessel
- Department of Biomedical Engineering, University of Virginia (UVA) School of Medicine, Charlottesville, Virginia 22908
| | - Nardin Ageeb
- Department of Biology, UVA, Charlottesville, Virginia 22908
| | - Joseph M Obeid
- Department of Thoracic Surgery, Temple University Hospital, Philadelphia, Pennsylvania 19140
| | - Ileana Mauldin
- Department of Surgery, UVA School of Medicine, Charlottesville, Virginia 22908
| | - Kate A Goundry
- Department of Biomedical Engineering, University of Virginia (UVA) School of Medicine, Charlottesville, Virginia 22908
| | - Gabriel F Hanson
- Department of Biomedical Engineering, University of Virginia (UVA) School of Medicine, Charlottesville, Virginia 22908
| | - Mahdin Hossain
- Beirne B. Carter Center for Immunology Research, UVA School of Medicine, Charlottesville, Virginia 22908
| | - Chad Lehman
- Beirne B. Carter Center for Immunology Research, UVA School of Medicine, Charlottesville, Virginia 22908
| | - Ryan D Gentzler
- Department of Medicine, Hematology and Oncology, UVA School of Medicine, Charlottesville, Virginia 22908
| | - Nolan A Wages
- Department of Biostatistics, Virginia Commonwealth University, Richmond, Virginia 23298-0032
| | - Craig L Slingluff
- Department of Surgery, UVA School of Medicine, Charlottesville, Virginia 22908
| | - Timothy N J Bullock
- Beirne B. Carter Center for Immunology Research, UVA School of Medicine, Charlottesville, Virginia 22908
- Department of Pathology, UVA School of Medicine, Charlottesville, Virginia 22908
| | - Sepideh Dolatshahi
- Department of Biomedical Engineering, University of Virginia (UVA) School of Medicine, Charlottesville, Virginia 22908
- Beirne B. Carter Center for Immunology Research, UVA School of Medicine, Charlottesville, Virginia 22908
| | - Michael G Brown
- Beirne B. Carter Center for Immunology Research, UVA School of Medicine, Charlottesville, Virginia 22908
- Department of Medicine, Nephrology, UVA School of Medicine, Charlottesville, Virginia 22908
- Center for Immunity, Inflammation and Regenerative Medicine, UVA School of Medicine, Charlottesville, Virginia 22908
- Department of Microbiology, Immunology and Cancer Biology, UVA School of Medicine, Charlottesville, Virginia 22908
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Qin LJ, Xu H, Li LP, Li SH, Xu SY, Chen K, Yang T, Wang FH, Zuo L, Zeng L, Wang HY. CD20 highCD138 low tumor-infiltrating lymphocytes predominantly related to cytokine‒cytokine receptor interactions are associated with favorable outcomes in neuroblastoma patients. Heliyon 2024; 10:e30901. [PMID: 38774103 PMCID: PMC11107243 DOI: 10.1016/j.heliyon.2024.e30901] [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: 01/02/2024] [Revised: 05/06/2024] [Accepted: 05/07/2024] [Indexed: 05/24/2024] Open
Abstract
Recent advances have revealed that the role of the immune system is prominent in the antitumor response. In the present study, it is aimed to provide an expression profile of tumor-infiltrating lymphocytes (TILs), including mature B cells, plasma cells, and their clinical relevance in neuroblastoma. The expression of CD20 and CD138 was analyzed in the Cangelosi786 dataset (n = 769) as a training dataset and in our cohort (n = 120) as a validation cohort. CD20 high expression was positively associated with favorable overall survival (OS) and event-free survival (EFS) (OS: P < 0.001; EFS: P < 0.001) in the training dataset, whereas CD138 high expression was associated with poor OS and EFS (OS: P < 0.001; EFS: P < 0.001) in both the training and validation datasets. Accordingly, a combined pattern of CD20 and CD138 expression was developed, whereby neuroblastoma patients with CD20highCD138low expression had a consistently favorable OS and EFS compared with those with CD20lowCD138high expression in both the training and validation cohorts (P < 0.0001 and P < 0.01, respectively). Examination of potential molecular functions revealed that signaling pathways, including cytokine‒cytokine receptor interactions, chemokine, and the NF-kappa B signaling pathways, were involved. Differentially expressed genes, such as BMP7, IL7R, BIRC3, CCR7, CXCR5, CCL21, and CCL19, predominantly play important roles in predicting the survival of neuroblastoma patients. Our study proposes that a new combination of CD20 and CD138 signatures is associated with neuroblastoma patient survival. The related signaling pathways reflect the close associations among the number of TILs, cytokine abundance and patient outcomes and provide therapeutic insights into neuroblastoma.
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Affiliation(s)
- Liang-Jun Qin
- Department of Pathology, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangdong Provincial Clinical Research Center for Child Health, National Children's Medical Center for South Central Region, Guangzhou, 510623, China
| | - Hui Xu
- Department of Pathology, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangdong Provincial Clinical Research Center for Child Health, National Children's Medical Center for South Central Region, Guangzhou, 510623, China
| | - Li-Ping Li
- Department of Pathology, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangdong Provincial Clinical Research Center for Child Health, National Children's Medical Center for South Central Region, Guangzhou, 510623, China
| | - Shu-Hua Li
- Department of Paediatric Outpatient, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangdong Provincial Clinical Research Center for Child Health, National Children's Medical Center for South Central Region, Guangzhou, 510623, China
| | - Shuo-Yu Xu
- Bio-totem Pte. Ltd., Foshan, 528231, China
- Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
| | - Kai Chen
- Department of Pathology, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangdong Provincial Clinical Research Center for Child Health, National Children's Medical Center for South Central Region, Guangzhou, 510623, China
| | - Tianyou Yang
- Department of Pediatric Surgery, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangdong Provincial Clinical Research Center for Child Health, National Children's Medical Center for South Central Region, Guangzhou, 510623, China
| | - Feng-Hua Wang
- Department of Thoracic Surgery, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangdong Provincial Clinical Research Center for Child Health, National Children's Medical Center for South Central Region, Guangzhou, 510623, China
| | - Liandong Zuo
- Department of Andrology, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, 510623, China
| | - Liang Zeng
- Department of Pathology, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangdong Provincial Clinical Research Center for Child Health, National Children's Medical Center for South Central Region, Guangzhou, 510623, China
| | - Hai-Yun Wang
- Department of Pathology, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangdong Provincial Clinical Research Center for Child Health, National Children's Medical Center for South Central Region, Guangzhou, 510623, China
- Guangzhou Institute of Pediatrics, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangdong Provincial Clinical Research Center for Child Health, National Children's Medical Center for South Central Region, Guangzhou, 510623, China
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Yu KX, Yuan WJ, Wang HZ, Li YX. Extracellular matrix stiffness and tumor-associated macrophage polarization: new fields affecting immune exclusion. Cancer Immunol Immunother 2024; 73:115. [PMID: 38693304 PMCID: PMC11063025 DOI: 10.1007/s00262-024-03675-9] [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: 11/12/2023] [Accepted: 03/12/2024] [Indexed: 05/03/2024]
Abstract
In the malignant progression of tumors, there is deposition and cross-linking of collagen, as well as an increase in hyaluronic acid content, which can lead to an increase in extracellular matrix stiffness. Recent research evidence have shown that the extracellular matrix plays an important role in angiogenesis, cell proliferation, migration, immunosuppression, apoptosis, metabolism, and resistance to chemotherapeutic by the alterations toward both secretion and degradation. The clinical importance of tumor-associated macrophage is increasingly recognized, and macrophage polarization plays a central role in a series of tumor immune processes through internal signal cascade, thus regulating tumor progression. Immunotherapy has gradually become a reliable potential treatment strategy for conventional chemotherapy resistance and advanced cancer patients, but the presence of immune exclusion has become a major obstacle to treatment effectiveness, and the reasons for their resistance to these approaches remain uncertain. Currently, there is a lack of exact mechanism on the regulation of extracellular matrix stiffness and tumor-associated macrophage polarization on immune exclusion. An in-depth understanding of the relationship between extracellular matrix stiffness, tumor-associated macrophage polarization, and immune exclusion will help reveal new therapeutic targets and guide the development of clinical treatment methods for advanced cancer patients. This review summarized the different pathways and potential molecular mechanisms of extracellular matrix stiffness and tumor-associated macrophage polarization involved in immune exclusion and provided available strategies to address immune exclusion.
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Affiliation(s)
- Ke-Xun Yu
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China
| | - Wei-Jie Yuan
- Department of Gastrointestinal Surgery, Xiangya Hospital of Central South University, Changsha, China
| | - Hui-Zhen Wang
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China
| | - Yong-Xiang Li
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China.
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26
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Kraft T, Grützmann K, Meinhardt M, Meier F, Westphal D, Seifert M. Personalized identification and characterization of genome-wide gene expression differences between patient-matched intracranial and extracranial melanoma metastasis pairs. Acta Neuropathol Commun 2024; 12:67. [PMID: 38671536 PMCID: PMC11055243 DOI: 10.1186/s40478-024-01764-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 03/26/2024] [Indexed: 04/28/2024] Open
Abstract
Melanoma is the most serious type of skin cancer that frequently spreads to other organs of the human body. Especially melanoma metastases to the brain (intracranial metastases) are hard to treat and a major cause of death of melanoma patients. Little is known about molecular alterations and altered mechanisms that distinguish intra- from extracranial melanoma metastases. So far, almost all existing studies compared intracranial metastases from one set of patients to extracranial metastases of an another set of melanoma patients. This neglects the important facts that each melanoma is highly individual and that intra- and extracranial melanoma metastases from the same patient are more similar to each other than to melanoma metastases from other patients in the same organ. To overcome this, we compared the gene expression profiles of 16 intracranial metastases to their corresponding 21 patient-matched extracranial metastases in a personalized way using a three-state Hidden Markov Model (HMM) to identify altered genes for each individual metastasis pair. This enabled three major findings by considering the predicted gene expression alterations across all patients: (i) most frequently altered pathways include cytokine-receptor interaction, calcium signaling, ECM-receptor interaction, cAMP signaling, Jak-STAT and PI3K/Akt signaling, (ii) immune-relevant signaling pathway genes were downregulated in intracranial metastases, and (iii) intracranial metastases were associated with a brain-like phenotype gene expression program. Further, the integration of all differentially expressed genes across the patient-matched melanoma metastasis pairs led to a set of 103 genes that were consistently down- or up-regulated in at least 11 of the 16 of the patients. This set of genes contained many genes involved in the regulation of immune responses, cell growth, cellular signaling and transport processes. An analysis of these genes in the TCGA melanoma cohort showed that the expression behavior of 11 genes was significantly associated with survival. Moreover, a comparison of the 103 genes to three closely related melanoma metastasis studies revealed a core set of eight genes that were consistently down- or upregulated in intra- compared to extracranial metastases in at least two of the three related studies (down: CILP, DPT, FGF7, LAMP3, MEOX2, TMEM119; up: GLDN, PMP2) including FGF7 that was also significantly associated with survival. Our findings contribute to a better characterization of genes and pathways that distinguish intra- from extracranial melanoma metastasis and provide important hints for future experimental studies to identify potential targets for new therapeutic approaches.
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Affiliation(s)
- Theresa Kraft
- Institute for Medical Informatics and Biometry (IMB), Carl Gustav Carus Faculty of Medicine, Technische Universität Dresden, Fetscherstr. 74, 01307, Dresden, Germany
| | - Konrad Grützmann
- Institute for Medical Informatics and Biometry (IMB), Carl Gustav Carus Faculty of Medicine, Technische Universität Dresden, Fetscherstr. 74, 01307, Dresden, Germany
| | - Matthias Meinhardt
- Department of Pathology, Carl Gustav Carus Faculty of Medicine, Technische Universität Dresden, Fetscherstr. 74, 01307, Dresden, Germany
| | - Friedegund Meier
- Department of Dermatology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Fetscherstr. 74, 01307, Dresden, Germany
- Skin Cancer Center at the University Cancer Center (UCC) Dresden and the National Center for Tumor Diseases Dresden (NCT), Fetscherstr. 74, 01307, Dresden, Germany
| | - Dana Westphal
- Department of Dermatology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Fetscherstr. 74, 01307, Dresden, Germany
- National Center for Tumor Diseases Dresden (NCT), Fetscherstr. 74, 01307, Dresden, Germany
| | - Michael Seifert
- Institute for Medical Informatics and Biometry (IMB), Carl Gustav Carus Faculty of Medicine, Technische Universität Dresden, Fetscherstr. 74, 01307, Dresden, Germany.
- National Center for Tumor Diseases Dresden (NCT), Fetscherstr. 74, 01307, Dresden, Germany.
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27
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Pereira MVA, Galvani RG, Gonçalves-Silva T, de Vasconcelo ZFM, Bonomo A. Tissue adaptation of CD4 T lymphocytes in homeostasis and cancer. Front Immunol 2024; 15:1379376. [PMID: 38690280 PMCID: PMC11058666 DOI: 10.3389/fimmu.2024.1379376] [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: 01/31/2024] [Accepted: 04/01/2024] [Indexed: 05/02/2024] Open
Abstract
The immune system is traditionally classified as a defense system that can discriminate between self and non-self or dangerous and non-dangerous situations, unleashing a tolerogenic reaction or immune response. These activities are mainly coordinated by the interaction between innate and adaptive cells that act together to eliminate harmful stimuli and keep tissue healthy. However, healthy tissue is not always the end point of an immune response. Much evidence has been accumulated over the years, showing that the immune system has complex, diversified, and integrated functions that converge to maintaining tissue homeostasis, even in the absence of aggression, interacting with the tissue cells and allowing the functional maintenance of that tissue. One of the main cells known for their function in helping the immune response through the production of cytokines is CD4+ T lymphocytes. The cytokines produced by the different subtypes act not only on immune cells but also on tissue cells. Considering that tissues have specific mediators in their architecture, it is plausible that the presence and frequency of CD4+ T lymphocytes of specific subtypes (Th1, Th2, Th17, and others) maintain tissue homeostasis. In situations where homeostasis is disrupted, such as infections, allergies, inflammatory processes, and cancer, local CD4+ T lymphocytes respond to this disruption and, as in the healthy tissue, towards the equilibrium of tissue dynamics. CD4+ T lymphocytes can be manipulated by tumor cells to promote tumor development and metastasis, making them a prognostic factor in various types of cancer. Therefore, understanding the function of tissue-specific CD4+ T lymphocytes is essential in developing new strategies for treating tissue-specific diseases, as occurs in cancer. In this context, this article reviews the evidence for this hypothesis regarding the phenotypes and functions of CD4+ T lymphocytes and compares their contribution to maintaining tissue homeostasis in different organs in a steady state and during tumor progression.
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Affiliation(s)
- Marina V. A. Pereira
- Laboratory on Thymus Research, Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
- Laboratory of High Complexity, Fernandes Figueira National Institute for The Health of Mother, Child, and Adolescent, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
| | - Rômulo G. Galvani
- Laboratory on Thymus Research, Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
| | - Triciana Gonçalves-Silva
- National Center for Structural Biology and Bioimaging - CENABIO, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Zilton Farias Meira de Vasconcelo
- Laboratory of High Complexity, Fernandes Figueira National Institute for The Health of Mother, Child, and Adolescent, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
| | - Adriana Bonomo
- Laboratory on Thymus Research, Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
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28
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Nurla LA, Gheorghe E, Aşchie M, Cozaru GC, Orășanu CI, Boşoteanu M. P16-CD8-Ki67 Triple Algorithm for Prediction of CDKN2A Mutations in Patients with Multiple Primary and Familial Melanoma. Diagnostics (Basel) 2024; 14:813. [PMID: 38667459 PMCID: PMC11049611 DOI: 10.3390/diagnostics14080813] [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: 03/13/2024] [Revised: 04/10/2024] [Accepted: 04/11/2024] [Indexed: 04/28/2024] Open
Abstract
Melanoma, a malignant neuroectodermic tumor originating from the neural crest, presents a growing global public health challenge and is anticipated to become the second most prevalent malignancy in the USA by 2040. The CDKN2A gene, particularly p16INK4a, plays a pivotal role in inhibiting the cell cycle via the cyclin D/CDK2-pRb pathway in certain tumors. In familial melanomas (FM), 40% exhibit CDKN2A mutations affecting p16INK4a, impacting checkpoint G1, and stabilizing p53 expression. This study aims to establish a scoring system using immunohistochemical antibodies, providing a cost-saving approach to classify multiple primary melanomas (MPM) and FM patients based on their mutational status, thus mitigating genetic testing expenses. This retrospective study included 23 patients with MPM and FM, assessing the p16, CD8, and Ki67 immunohistochemical status. Analyses of each parameter and associations between their value intervals and genetic CDKN2A status were conducted. A total score of at least 9 out of 10 points per tumor defined melanomas with homozygous CDKN2A deletions, exhibiting a sensitivity of 100% and specificity of 94.11%. In conclusion, p16, CD8, and Ki67 individually serve as valuable indicators for predicting melanoma evolution. The algorithm, comprising these three immunohistochemical parameters based on their prognostic and evolutionary significance, proves to be a valuable auxiliary diagnostic tool for cost-effective prediction of mutational status in detecting multiple and familial primary melanomas with CDKN2A homozygous deletion.
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Affiliation(s)
- Luana-Andreea Nurla
- Department of Dermatovenerology, “Elias” Emergency University Hospital, 011461 Bucharest, Romania
- Institute of Doctoral Studies, Doctoral School of Medicine, “Ovidius” University of Constanţa, 900573 Constanta, Romania
| | - Emma Gheorghe
- Department of Dermatology, “Sf. Apostol Andrei” Emergency County Hospital, 900591 Constanta, Romania
- Department of Histology, Faculty of Medicine, “Ovidius” University of Constanţa, 900527 Constanta, Romania
| | - Mariana Aşchie
- Clinical Service of Pathology, “Sf. Apostol Andrei” Emergency County Hospital, 900591 Constanta, Romania
- Department of Pathology, Faculty of Medicine, “Ovidius” University of Constanţa, 900527 Constanta, Romania
- Department VIII—Medical Sciences, Academy of Romanian Scientists, 030167 Bucharest, Romania
| | - Georgeta Camelia Cozaru
- Clinical Service of Pathology, “Sf. Apostol Andrei” Emergency County Hospital, 900591 Constanta, Romania
- Center for Research and Development of the Morphological and Genetic Studies of Malignant Pathology (CEDMOG), 900591 Constanta, Romania
| | - Cristian Ionuț Orășanu
- Clinical Service of Pathology, “Sf. Apostol Andrei” Emergency County Hospital, 900591 Constanta, Romania
- Center for Research and Development of the Morphological and Genetic Studies of Malignant Pathology (CEDMOG), 900591 Constanta, Romania
| | - Mǎdǎlina Boşoteanu
- Clinical Service of Pathology, “Sf. Apostol Andrei” Emergency County Hospital, 900591 Constanta, Romania
- Department of Pathology, Faculty of Medicine, “Ovidius” University of Constanţa, 900527 Constanta, Romania
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29
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Tian J, Quek C. Understanding the Tumor Microenvironment in Melanoma Patients with In-Transit Metastases and Its Impacts on Immune Checkpoint Immunotherapy Responses. Int J Mol Sci 2024; 25:4243. [PMID: 38673829 PMCID: PMC11050678 DOI: 10.3390/ijms25084243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Revised: 04/08/2024] [Accepted: 04/09/2024] [Indexed: 04/28/2024] Open
Abstract
Melanoma is the leading cause of global skin cancer-related death and currently ranks as the third most commonly diagnosed cancer in Australia. Melanoma patients with in-transit metastases (ITM), a type of locoregional metastasis located close to the primary tumor site, exhibit a high likelihood of further disease progression and poor survival outcomes. Immunotherapies, particularly immune checkpoint inhibitors (ICI), have demonstrated remarkable efficacy in ITM patients with reduced occurrence of further metastases and prolonged survival. The major challenge of immunotherapeutic efficacy lies in the limited understanding of melanoma and ITM biology, hindering our ability to identify patients who likely respond to ICIs effectively. In this review, we provided an overview of melanoma and ITM disease. We outlined the key ICI therapies and the critical immune features associated with therapy response or resistance. Lastly, we dissected the underlying biological components, including the cellular compositions and their communication networks within the tumor compartment, to enhance our understanding of the interactions between immunotherapy and melanoma, providing insights for future investigation and the development of drug targets and predictive biomarkers.
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Affiliation(s)
| | - Camelia Quek
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2006, Australia;
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30
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McLean LS, Lim AM, Angel C, Young RJ, Pizzolla A, Archer S, Solomon BJ, Thai AA, Lewin J, Rischin D. A Retrospective Review and Comprehensive Tumour Profiling of Advanced Non-Melanomatous Cutaneous Spindle Cell Neoplasms Treated with Immune-Checkpoint Inhibitors. Cancers (Basel) 2024; 16:1452. [PMID: 38672534 PMCID: PMC11048307 DOI: 10.3390/cancers16081452] [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: 01/25/2024] [Revised: 02/27/2024] [Accepted: 02/27/2024] [Indexed: 04/28/2024] Open
Abstract
Non-melanomatous cutaneous spindle cell neoplasms are a rare group of malignancies that present a diagnostic challenge, and for which there is a lack of consensus on how to best manage patients with advanced disease and only limited reports of immune-checkpoint inhibitor (ICI) responses. In this study, we performed a single-center retrospective review of treatment outcomes for all advanced non-melanomatous cutaneous spindle cell neoplasms treated with ICIs. Blinded histopathology reviews occurred to confirm each diagnosis. Comprehensive tumour profiling included whole exome sequencing for tumour mutational burden (TMB) and ultraviolet(UV) signatures, and immunohistochemistry for immune-cell infiltration (CD4/CD3/CD8/CD103/CD20) and immune-checkpoint expression (PD-L1/LAG3/TIGIT). Seven patients were identified. The objective response rate was 86% (6/7) with five complete responses (CR). Responses were durable with two patients in CR > 30 months after ICI commencement. All patients had high TMB and UV signatures. One patient had PD-L1 100% (combined positive score) with abundant immune-cell infiltration and LAG3 expression. In advanced non-melanomatous cutaneous spindle cell neoplasms, excellent responses to ICIs with durable disease control were observed. ICIs are worthy of further exploration in these patients. UV signatures and high TMB could be used to help select patients for treatment.
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Affiliation(s)
- Luke S. McLean
- The Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC 3052, Australia; (L.S.M.)
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, VIC 3052, Australia
| | - Annette M. Lim
- The Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC 3052, Australia; (L.S.M.)
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, VIC 3052, Australia
| | - Christopher Angel
- Department of Pathology, Peter MacCallum Cancer Centre, Melbourne, VIC 3052, Australia
| | - Richard J. Young
- Research Division, Peter MacCallum Cancer Centre, Melbourne, VIC 3052, Australia
| | - Angela Pizzolla
- Research Division, Peter MacCallum Cancer Centre, Melbourne, VIC 3052, Australia
| | - Stuart Archer
- Monash Bioinformatics Platform, Melbourne, VIC 3168, Australia
| | - Benjamin J. Solomon
- The Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC 3052, Australia; (L.S.M.)
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, VIC 3052, Australia
| | - Alesha A. Thai
- The Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC 3052, Australia; (L.S.M.)
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, VIC 3052, Australia
| | - Jeremy Lewin
- The Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC 3052, Australia; (L.S.M.)
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, VIC 3052, Australia
| | - Danny Rischin
- The Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC 3052, Australia; (L.S.M.)
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, VIC 3052, Australia
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31
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Huang X, Yi G, Xu J, Gou S, Chen H, Chen X, Quan X, Xie L, Teichmann AT, Yang G, Chi H, Wang Q. Angiogenesis-related lncRNAs index: A predictor for CESC prognosis, immunotherapy efficacy, and chemosensitivity. J Cancer 2024; 15:3095-3113. [PMID: 38706901 PMCID: PMC11064265 DOI: 10.7150/jca.94332] [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: 01/16/2024] [Accepted: 03/26/2024] [Indexed: 05/07/2024] Open
Abstract
Cervical squamous cell carcinoma and endocervical adenocarcinoma (CESC) is a common gynecologic tumor and patients with advanced and recurrent disease usually have a poor clinical outcome. Angiogenesis is involved in the biological processes of tumors and can promote tumor growth and invasion. In this paper, we created a signature for predicting prognosis based on angiogenesis-related lncRNAs (ARLs). This provides a prospective direction for enhancing the efficacy of immunotherapy in CESC patients. We screened seven OS-related ARLs by univariate and multivariate regression analyses and Lasso analysis and developed a prognostic signature at the same time. Then, we performed an internal validation in the TCGA-CESC cohort to increase the precision of the study. In addition, we performed a series of analyses based on ARLs, including immune cell infiltration, immune function, immune checkpoint, tumor mutation load, and drug sensitivity analysis. Our created signature based on ARLs can effectively predict the prognosis of CESC patients. To strengthen the prediction accuracy of the signature, we built a nomogram by combining signature and clinical features.
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Affiliation(s)
- Xueyuan Huang
- Clinical Medical College, Southwest Medical University, Luzhou 646000, China
| | - Guangming Yi
- Department of Oncology, The Third Hospital of Mianyang (Sichuan Mental Health Center), Mianyang, Sichuan 621000, China
| | - Jiayu Xu
- School of Science, Minzu University of China, Beijing 100081, China
| | - Siqi Gou
- Clinical Medical College, Southwest Medical University, Luzhou 646000, China
| | - Haiqing Chen
- Clinical Medical College, Southwest Medical University, Luzhou 646000, China
| | - Xiaoyan Chen
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of Wenzhou Medical University, China
| | - Xiaomin Quan
- Beijing University of Chinese Medicine, 100029, Beijing, China
- Department of Oncology, Beijing University of Chinese Medicine second affiliated Dong Fang hospital, 100078, Beijing, China
| | - Linjia Xie
- Clinical Medical College, Southwest Medical University, Luzhou 646000, China
| | - Alexander Tobias Teichmann
- Sichuan Provincial Center for Gynecology and Breast Diseases (Gynecology), Affiliated Hospital of Southwest Medical University, Luzhou 646000, China
| | - Guanhu Yang
- Department of Specialty Medicine, Ohio University, Athens 45701, OH, United States
| | - Hao Chi
- Clinical Medical College, Southwest Medical University, Luzhou 646000, China
| | - Qin Wang
- Sichuan Provincial Center for Gynecology and Breast Diseases (Gynecology), Affiliated Hospital of Southwest Medical University, Luzhou 646000, China
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32
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Zhang Y, Xu M, Ren Y, Ba Y, Liu S, Zuo A, Xu H, Weng S, Han X, Liu Z. Tertiary lymphoid structural heterogeneity determines tumour immunity and prospects for clinical application. Mol Cancer 2024; 23:75. [PMID: 38582847 PMCID: PMC10998345 DOI: 10.1186/s12943-024-01980-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Accepted: 03/05/2024] [Indexed: 04/08/2024] Open
Abstract
Tertiary lymphoid structures (TLS) are clusters of immune cells that resemble and function similarly to secondary lymphoid organs (SLOs). While TLS is generally associated with an anti-tumour immune response in most cancer types, it has also been observed to act as a pro-tumour immune response. The heterogeneity of TLS function is largely determined by the composition of tumour-infiltrating lymphocytes (TILs) and the balance of cell subsets within the tumour-associated TLS (TA-TLS). TA-TLS of varying maturity, density, and location may have opposing effects on tumour immunity. Higher maturity and/or higher density TLS are often associated with favorable clinical outcomes and immunotherapeutic response, mainly due to crosstalk between different proportions of immune cell subpopulations in TA-TLS. Therefore, TLS can be used as a marker to predict the efficacy of immunotherapy in immune checkpoint blockade (ICB). Developing efficient imaging and induction methods to study TA-TLS is crucial for enhancing anti-tumour immunity. The integration of imaging techniques with biological materials, including nanoprobes and hydrogels, alongside artificial intelligence (AI), enables non-invasive in vivo visualization of TLS. In this review, we explore the dynamic interactions among T and B cell subpopulations of varying phenotypes that contribute to the structural and functional diversity of TLS, examining both existing and emerging techniques for TLS imaging and induction, focusing on cancer immunotherapies and biomaterials. We also highlight novel therapeutic approaches of TLS that are being explored with the aim of increasing ICB treatment efficacy and predicting prognosis.
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Affiliation(s)
- Yuyuan Zhang
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
| | - Mengjun Xu
- Medical School of Zhengzhou University, Zhengzhou, Henan, China
| | - Yuqing Ren
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
| | - Yuhao Ba
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
| | - Shutong Liu
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
| | - Anning Zuo
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
| | - Hui Xu
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
| | - Siyuan Weng
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
| | - Xinwei Han
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China.
- Interventional Institute of Zhengzhou University, Zhengzhou, Henan, 450052, China.
- Interventional Treatment and Clinical Research Center of Henan Province, Zhengzhou, Henan, 450052, China.
| | - Zaoqu Liu
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China.
- Interventional Institute of Zhengzhou University, Zhengzhou, Henan, 450052, China.
- Interventional Treatment and Clinical Research Center of Henan Province, Zhengzhou, Henan, 450052, China.
- Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China.
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Vargas GM, Shafique N, Xu X, Karakousis G. Tumor-infiltrating lymphocytes as a prognostic and predictive factor for Melanoma. Expert Rev Mol Diagn 2024; 24:299-310. [PMID: 38314660 PMCID: PMC11134288 DOI: 10.1080/14737159.2024.2312102] [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: 07/27/2023] [Accepted: 01/17/2024] [Indexed: 02/06/2024]
Abstract
INTRODUCTION Tumor-infiltrating lymphocytes (TILs) have been investigated as prognostic factors in melanoma. Recent advancements in assessing the tumor microenvironment in the setting of more widespread use of immune checkpoint blockade have reignited interest in identifying predictive biomarkers. This review examines the function and significance of TILs in cutaneous melanoma, evaluating their potential as prognostic and predictive markers. AREAS COVERED A literature search was conducted on papers covering tumor infiltrating lymphocytes in cutaneous melanoma available online in PubMed and Web of Science from inception to 1 December 2023, supplemented by citation searching. This article encompasses the assessment of TILs, the role of TILs in the immune microenvironment, TILs as a prognostic factor, TILs as a predictive factor for immunotherapy response, and clinical applications of TILs in the treatment of cutaneous melanoma. EXPERT OPINION Tumor-infiltrating lymphocytes play a heterogeneous role in cutaneous melanoma. While they have historically been associated with improved survival, their status as independent prognostic or predictive factors remains uncertain. Novel methods of TIL assessment, such as determination of TIL subtypes and molecular signaling, demonstrate potential for predicting therapeutic response. Further, while their clinical utility in risk-stratification in melanoma treatment shows promise, a lack of consensus data hinders standardized application.
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Affiliation(s)
| | - Neha Shafique
- Department of Surgery, University of Pennsylvania, Philadelphia, PA, USA
| | - Xiaowei Xu
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Giorgos Karakousis
- Department of Surgery, University of Pennsylvania, Philadelphia, PA, USA
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Sadasivan SM, Loveless IM, Chen Y, Gupta NS, Sanii R, Bobbitt KR, Chitale DA, Williamson SR, Rundle AG, Rybicki BA. Patterns of B-cell lymphocyte expression changes in pre- and post-malignant prostate tissue are associated with prostate cancer progression. Cancer Med 2024; 13:e7118. [PMID: 38523528 PMCID: PMC10961600 DOI: 10.1002/cam4.7118] [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: 09/12/2023] [Revised: 12/04/2023] [Accepted: 12/10/2023] [Indexed: 03/26/2024] Open
Abstract
BACKROUND Inflammation characterized by the presence of T and B cells is often observed in prostate cancer, but it is unclear how T- and B-cell levels change during carcinogenesis and whether such changes influence disease progression. METHODS The study used a retrospective sample of 73 prostate cancer cases (45 whites and 28 African Americans) that underwent surgery as their primary treatment and had a benign prostate biopsy at least 1 year before diagnosis. CD3+, CD4+, and CD20+ lymphocytes were quantified by immunohistochemistry in paired pre- and post-diagnostic benign prostate biopsy and tumor surgical specimens, respectively. Clusters of similar trends of expression across two different timepoints and three distinct prostate regions-benign biopsy glands (BBG), tumor-adjacent benign glands (TAG), and malignant tumor glandular (MTG) regions-were identified using Time-series Anytime Density Peaks Clustering (TADPole). A Cox proportional hazards model was used to estimate the hazard ratio (HR) of time to biochemical recurrence associated with region-specific lymphocyte counts and regional trends. RESULTS The risk of biochemical recurrence was significantly reduced in men with an elevated CD20+ count in TAG (HR = 0.81, p = 0.01) after adjusting for covariates. Four distinct patterns of expression change across the BBG-TAG-MTG regions were identified for each marker. For CD20+, men with low expression in BBG and higher expression in TAG compared to MTG had an adjusted HR of 3.06 (p = 0.03) compared to the reference group that had nominal differences in CD20+ expression across all three regions. The two CD3+ expression patterns that featured lower CD3+ expression in the BBG compared to the TAG and MTG regions had elevated HRs ranging from 3.03 to 4.82 but did not reach statistical significance. CONCLUSIONS Longitudinal and spatial expression patterns of both CD3+ and CD20+ suggest that increased expression in benign glands during prostate carcinogenesis is associated with an aggressive disease course.
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Affiliation(s)
- Sudha M. Sadasivan
- Department of Public Health SciencesHenry Ford HospitalHenry Ford Health + Michigan State University Health SciencesDetroitMichiganUSA
| | - Ian M. Loveless
- Department of Public Health SciencesHenry Ford HospitalHenry Ford Health + Michigan State University Health SciencesDetroitMichiganUSA
| | - Yalei Chen
- Department of Public Health SciencesHenry Ford HospitalHenry Ford Health + Michigan State University Health SciencesDetroitMichiganUSA
| | - Nilesh S. Gupta
- Department of PathologyHenry Ford HospitalDetroitMichiganUSA
| | - Ryan Sanii
- Department of Public Health SciencesHenry Ford HospitalHenry Ford Health + Michigan State University Health SciencesDetroitMichiganUSA
| | - Kevin R. Bobbitt
- Department of Public Health SciencesHenry Ford HospitalHenry Ford Health + Michigan State University Health SciencesDetroitMichiganUSA
| | | | | | - Andrew G. Rundle
- Department of Epidemiology, Mailman School of Public HealthColumbia UniversityNew YorkNew YorkUSA
| | - Benjamin A. Rybicki
- Department of Public Health SciencesHenry Ford HospitalHenry Ford Health + Michigan State University Health SciencesDetroitMichiganUSA
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Zhang G, Li S, Xiao W, Zhang C, Li T, Liao Z, Liu H, Xing R, Yao W, Yang J. Tumoral C2 Regulates the Tumor Microenvironment by Increasing the Ratio of M1/M2 Macrophages and Tertiary Lymphoid Structures to Improve Prognosis in Melanoma. Cancers (Basel) 2024; 16:908. [PMID: 38473271 DOI: 10.3390/cancers16050908] [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: 12/22/2023] [Revised: 01/21/2024] [Accepted: 02/20/2024] [Indexed: 03/14/2024] Open
Abstract
Immunotherapy is an essential therapy for individuals with advanced melanoma. However, not all patients respond to such treatment due to individual differences. We conducted a multidimensional analysis using transcriptome data from our center, as well as publicly available databases. We found that effective nivolumab treatment led to an upregulation of C2 levels, and higher levels following treatment are indicative of a good outcome. Through bioinformatics analyses and immunofluorescence, we identified a correlation between C2 and M1 macrophages. To further investigate the role of C2 in melanoma, we constructed subcutaneous tumorigenic models in C57BL/6 mice. The tumors in the C2 overexpression group exhibited significantly smaller sizes. Flow cytometric analysis of the mouse tumors demonstrated enhanced recruitment of macrophages, particularly of the M1 subtype, in the overexpression group. Moreover, single-cell RNA sequencing analysis revealed that C2-positive tumor cells exhibited enhanced communication with immune cells. We co-cultured tumor cell supernatants with macrophages in vitro and observed the induction of M1 subtype polarization. In addition, we discovered a close correlation between C2 and tertiary lymphoid structures. C2 has been demonstrated to exert a protective effect, mediated by its ability to modulate the tumor microenvironment. C2 serves as a prognostic marker for melanoma and can be employed to monitor the efficacy of immunotherapy.
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Affiliation(s)
- Gengpu Zhang
- Department of Bone and Soft Tissue Tumor, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin 300060, China
| | - Shengnan Li
- Department of Oncology, The Fifth Affiliated Hospital, Sun Yat-Sen University, Zhuhai 519000, China
| | - Wanyi Xiao
- Department of Bone and Soft Tissue Tumor, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin 300060, China
| | - Chao Zhang
- Department of Bone and Soft Tissue Tumor, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin 300060, China
| | - Ting Li
- Department of Bone and Soft Tissue Tumor, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin 300060, China
| | - Zhichao Liao
- Department of Bone and Soft Tissue Tumor, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin 300060, China
| | - Haotian Liu
- Department of Bone and Soft Tissue Tumor, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin 300060, China
| | - Ruwei Xing
- Department of Bone and Soft Tissue Tumor, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin 300060, China
| | - Wei Yao
- Department of Oncology, The Fifth Affiliated Hospital, Sun Yat-Sen University, Zhuhai 519000, China
| | - Jilong Yang
- Department of Bone and Soft Tissue Tumor, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin 300060, China
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Gao Z, Azar J, Zhu H, Williams-Perez S, Kang SW, Marginean C, Rubinstein MP, Makawita S, Lee HS, Camp ER. Translational and oncologic significance of tertiary lymphoid structures in pancreatic adenocarcinoma. Front Immunol 2024; 15:1324093. [PMID: 38361928 PMCID: PMC10867206 DOI: 10.3389/fimmu.2024.1324093] [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: 10/18/2023] [Accepted: 01/11/2024] [Indexed: 02/17/2024] Open
Abstract
Pancreatic adenocarcinoma (PDAC) is an aggressive tumor with poor survival and limited treatment options. PDAC resistance to immunotherapeutic strategies is multifactorial, but partially owed to an immunosuppressive tumor immune microenvironment (TiME). However, the PDAC TiME is heterogeneous and harbors favorable tumor-infiltrating lymphocyte (TIL) populations. Tertiary lymphoid structures (TLS) are organized aggregates of immune cells that develop within non-lymphoid tissue under chronic inflammation in multiple contexts, including cancers. Our current understanding of their role within the PDAC TiME remains limited; TLS are complex structures with multiple anatomic features such as location, density, and maturity that may impact clinical outcomes such as survival and therapy response in PDAC. Similarly, our understanding of methods to manipulate TLS is an actively developing field of research. TLS may function as anti-tumoral immune niches that can be leveraged as a therapeutic strategy to potentiate both existing chemotherapeutic regimens and potentiate future immune-based therapeutic strategies to improve patient outcomes. This review seeks to cover anatomy, relevant features, immune effects, translational significance, and future directions of understanding TLS within the context of PDAC.
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Affiliation(s)
- Zachary Gao
- Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX, United States
| | - Joseph Azar
- The Pelotonia Institute for Immuno-Oncology, Ohio State University Comprehensive Cancer Center, Columbus, OH, United States
| | - Huili Zhu
- Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX, United States
| | - Sophia Williams-Perez
- Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX, United States
| | - Sung Wook Kang
- Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX, United States
- Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, United States
- Systems Onco-Immunology Laboratory, David J. Sugarbaker Division of Thoracic Surgery, Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX, United States
| | - Celia Marginean
- Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX, United States
| | - Mark P. Rubinstein
- The Pelotonia Institute for Immuno-Oncology, Ohio State University Comprehensive Cancer Center, Columbus, OH, United States
| | - Shalini Makawita
- Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX, United States
| | - Hyun-Sung Lee
- Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX, United States
- Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, United States
- Systems Onco-Immunology Laboratory, David J. Sugarbaker Division of Thoracic Surgery, Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX, United States
| | - E. Ramsay Camp
- Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX, United States
- Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, United States
- Baylor College of Medicine, Michael E. DeBakey VA Medical Center, Houston, TX, United States
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Fernandes S, Cassani M, Cavalieri F, Forte G, Caruso F. Emerging Strategies for Immunotherapy of Solid Tumors Using Lipid-Based Nanoparticles. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2305769. [PMID: 38054651 PMCID: PMC10885677 DOI: 10.1002/advs.202305769] [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: 08/16/2023] [Revised: 11/09/2023] [Indexed: 12/07/2023]
Abstract
The application of lipid-based nanoparticles for COVID-19 vaccines and transthyretin-mediated amyloidosis treatment have highlighted their potential for translation to cancer therapy. However, their use in delivering drugs to solid tumors is limited by ineffective targeting, heterogeneous organ distribution, systemic inflammatory responses, and insufficient drug accumulation at the tumor. Instead, the use of lipid-based nanoparticles to remotely activate immune system responses is an emerging effective strategy. Despite this approach showing potential for treating hematological cancers, its application to treat solid tumors is hampered by the selection of eligible targets, tumor heterogeneity, and ineffective penetration of activated T cells within the tumor. Notwithstanding, the use of lipid-based nanoparticles for immunotherapy is projected to revolutionize cancer therapy, with the ultimate goal of rendering cancer a chronic disease. However, the translational success is likely to depend on the use of predictive tumor models in preclinical studies, simulating the complexity of the tumor microenvironment (e.g., the fibrotic extracellular matrix that impairs therapeutic outcomes) and stimulating tumor progression. This review compiles recent advances in the field of antitumor lipid-based nanoparticles and highlights emerging therapeutic approaches (e.g., mechanotherapy) to modulate tumor stiffness and improve T cell infiltration, and the use of organoids to better guide therapeutic outcomes.
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Affiliation(s)
- Soraia Fernandes
- Center for Translational Medicine (CTM)International Clinical Research Centre (ICRC)St. Anne HospitalBrno656 91Czech Republic
- Department of Chemical EngineeringThe University of MelbourneParkvilleVictoria3010Australia
| | - Marco Cassani
- Center for Translational Medicine (CTM)International Clinical Research Centre (ICRC)St. Anne HospitalBrno656 91Czech Republic
- Department of Chemical EngineeringThe University of MelbourneParkvilleVictoria3010Australia
| | - Francesca Cavalieri
- School of ScienceRMIT UniversityMelbourneVictoria3000Australia
- Dipartimento di Scienze e Tecnologie ChimicheUniversita di Roma “Tor Vergata”Via della Ricerca Scientifica 1Rome00133Italy
| | - Giancarlo Forte
- Center for Translational Medicine (CTM)International Clinical Research Centre (ICRC)St. Anne HospitalBrno656 91Czech Republic
- School of Cardiovascular and Metabolic Medicine & SciencesKing's College LondonLondonSE5 9NUUK
| | - Frank Caruso
- Department of Chemical EngineeringThe University of MelbourneParkvilleVictoria3010Australia
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Vojdani A, Koksoy S, Vojdani E, Engelman M, Benzvi C, Lerner A. Natural Killer Cells and Cytotoxic T Cells: Complementary Partners against Microorganisms and Cancer. Microorganisms 2024; 12:230. [PMID: 38276215 PMCID: PMC10818828 DOI: 10.3390/microorganisms12010230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Revised: 01/17/2024] [Accepted: 01/18/2024] [Indexed: 01/27/2024] Open
Abstract
Natural killer (NK) cells and cytotoxic T (CD8+) cells are two of the most important types of immune cells in our body, protecting it from deadly invaders. While the NK cell is part of the innate immune system, the CD8+ cell is one of the major components of adaptive immunity. Still, these two very different types of cells share the most important function of destroying pathogen-infected and tumorous cells by releasing cytotoxic granules that promote proteolytic cleavage of harmful cells, leading to apoptosis. In this review, we look not only at NK and CD8+ T cells but also pay particular attention to their different subpopulations, the immune defenders that include the CD56+CD16dim, CD56dimCD16+, CD57+, and CD57+CD16+ NK cells, the NKT, CD57+CD8+, and KIR+CD8+ T cells, and ILCs. We examine all these cells in relation to their role in the protection of the body against different microorganisms and cancer, with an emphasis on their mechanisms and their clinical importance. Overall, close collaboration between NK cells and CD8+ T cells may play an important role in immune function and disease pathogenesis. The knowledge of how these immune cells interact in defending the body against pathogens and cancers may help us find ways to optimize their defensive and healing capabilities with methods that can be clinically applied.
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Affiliation(s)
- Aristo Vojdani
- Immunosciences Laboratory, Inc., Los Angeles, CA 90035, USA
| | - Sadi Koksoy
- Cyrex Laboratories, LLC, Phoenix, AZ 85034, USA; (S.K.); (M.E.)
| | | | - Mark Engelman
- Cyrex Laboratories, LLC, Phoenix, AZ 85034, USA; (S.K.); (M.E.)
| | - Carina Benzvi
- Chaim Sheba Medical Center, The Zabludowicz Research Center for Autoimmune Diseases, Ramat Gan 52621, Israel; (C.B.); (A.L.)
| | - Aaron Lerner
- Chaim Sheba Medical Center, The Zabludowicz Research Center for Autoimmune Diseases, Ramat Gan 52621, Israel; (C.B.); (A.L.)
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Liu L, Chen J, Ye F, Yan Y, Wang Y, Wu J. A Novel RNA Methylation-Related Prognostic Signature and its Tumor Microenvironment Characterization in Hepatocellular Carcinoma. Technol Cancer Res Treat 2024; 23:15330338241276895. [PMID: 39155614 PMCID: PMC11331574 DOI: 10.1177/15330338241276895] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Revised: 06/30/2024] [Accepted: 08/01/2024] [Indexed: 08/20/2024] Open
Abstract
INTRODUCTION Hepatocellular carcinoma (HCC) is one of the most common malignant tumors of the digestive system. RNA methylation plays an important role in tumorigenesis and metastasis, which could alter gene expression and even function at multiple levels, such as RNA splicing, stability, translocation, and translation. In this study, we aimed to conduct a comprehensive analysis of RNA methylation-related genes (RMGs) in HCC and their relationship with survival and clinical features. METHODS A retrospective analysis was performed using publicly available HCC-related datasets. The differentially expressed genes (DEGs) between HCC and controls were identified from TCGA-LlHC and intersected with RMGs to obtain differentially expressed RNA methylation-related genes (DERMGs). Regression analysis was used to screen for prognostic genes and construct risk models. Simultaneously, clinical, immune infiltration and therapeutic efficacy analyses were performed. Finally, multivariate cox regression was used to identify independent risk factors, and quantitative real-time polymerase chain reaction (qRT-PCR) was used to validate the expression levels of the core genes of the model. RESULTS A 21-gene risk model for HCC was established with excellent performance based on ROC curves and survival analysis. Risk scores correlated with tumor grade, pathologic T, and TNM stage. Immune infiltration analysis showed correlations with immune scores, 11 immune cells, and 30 immune checkpoints. Low-risk patients showed a higher susceptibility to immunotherapy. The risk score and TNM stage were independent prognostic factors. qRT-PCR confirmed higher expression of PRDM9, ALPP, and GAD1 in HCC. CONCLUSIONS This study identified RNA methylation-related signature genes in HCC and constructed a risk model that predicts patient outcomes and reflects the immune microenvironment. Prognostic genes are involved in complex regulatory mechanisms, which may be useful for cancer diagnosis, prognosis, and therapy.
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Affiliation(s)
- Luzheng Liu
- Department of Hepatobiliary and Pancreatic Surgery, Hainan General Hospital, Hainan Affiliated Hospital of Hainan Medical University, Haikou, China
- Department of Interventional Radiology and Vascular Surgery, Second Affiliated Hospital of Hainan Medical University, Haikou, China
| | - Jiacheng Chen
- Department of Hepatobiliary and Pancreatic Surgery, Hainan General Hospital, Hainan Affiliated Hospital of Hainan Medical University, Haikou, China
| | - Fei Ye
- Department of Blood Cell Therapy, Second Affiliated Hospital of Hainan Medical University, Haikou, China
| | - Yanggang Yan
- Department of Interventional Radiology and Vascular Surgery, Second Affiliated Hospital of Hainan Medical University, Haikou, China
| | - Yong Wang
- Department of Interventional Radiology and Vascular Surgery, Second Affiliated Hospital of Hainan Medical University, Haikou, China
| | - Jincai Wu
- Department of Hepatobiliary and Pancreatic Surgery, Hainan General Hospital, Hainan Affiliated Hospital of Hainan Medical University, Haikou, China
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An X, Zeng Y, Liu C, Liu G. Cellular-Membrane-Derived Vesicles for Cancer Immunotherapy. Pharmaceutics 2023; 16:22. [PMID: 38258033 PMCID: PMC10820497 DOI: 10.3390/pharmaceutics16010022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Revised: 12/09/2023] [Accepted: 12/21/2023] [Indexed: 01/24/2024] Open
Abstract
The medical community is constantly searching for new and innovative ways to treat cancer, and cellular-membrane-derived artificial vesicles are emerging as a promising avenue for cancer immunotherapy. These vesicles, which are derived from mammal and bacteria cell membranes, offer a range of benefits, including compatibility with living organisms, minimal immune response, and prolonged circulation. By modifying their surface, manipulating their genes, combining them with other substances, stimulating them externally, and even enclosing drugs within them, cellular vesicles have the potential to be a powerful tool in fighting cancer. The ability to merge drugs with diverse compositions and functionalities in a localized area is particularly exciting, as it offers a way to combine different immunotherapy treatments for maximum impact. This review contains information on the various sources of these vesicles and discusses some recent developments in cancer immunotherapy using this promising technology. While there are still obstacles to overcome, the possibilities for cellular vesicles in cancer treatment are truly exciting.
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Affiliation(s)
- Xiaoyu An
- State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, National Institute of Diagnostics and Vaccine Development in Infectious Diseases, Center for Molecular Imaging and Translational Medicine, School of Public Health, Xiamen University, Xiamen 361102, China;
- State Key Laboratory of Stress Biology, Fujian Provincial Key Laboratory of Innovative Drug Target Research, School of Pharmaceutical Sciences, Xiamen University, Xiamen 361102, China
- School of Life Sciences, Xiamen University, Xiamen 361102, China
| | - Yun Zeng
- Department of Pharmacy, Xiamen Medical College, Xiamen 361023, China;
| | - Chao Liu
- State Key Laboratory of Stress Biology, Fujian Provincial Key Laboratory of Innovative Drug Target Research, School of Pharmaceutical Sciences, Xiamen University, Xiamen 361102, China
- Shenzhen Research Institute of Xiamen University, Shenzhen 518000, China
| | - Gang Liu
- State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, National Institute of Diagnostics and Vaccine Development in Infectious Diseases, Center for Molecular Imaging and Translational Medicine, School of Public Health, Xiamen University, Xiamen 361102, China;
- School of Life Sciences, Xiamen University, Xiamen 361102, China
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Rahimi A, Malakoutikhah Z, Rahimmanesh I, Ferns GA, Nedaeinia R, Ishaghi SMM, Dana N, Haghjooy Javanmard S. The nexus of natural killer cells and melanoma tumor microenvironment: crosstalk, chemotherapeutic potential, and innovative NK cell-based therapeutic strategies. Cancer Cell Int 2023; 23:312. [PMID: 38057843 DOI: 10.1186/s12935-023-03134-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Accepted: 11/09/2023] [Indexed: 12/08/2023] Open
Abstract
The metastasis of melanoma cells to regional lymph nodes and distant sites is an important contributor to cancer-related morbidity and mortality among patients with melanoma. This intricate process entails dynamic interactions involving tumor cells, cellular constituents, and non-cellular elements within the microenvironment. Moreover, both microenvironmental and systemic factors regulate the metastatic progression. Central to immunosurveillance for tumor cells are natural killer (NK) cells, prominent effectors of the innate immune system with potent antitumor and antimetastatic capabilities. Recognizing their pivotal role, contemporary immunotherapeutic strategies are actively integrating NK cells to combat metastatic tumors. Thus, a meticulous exploration of the interplay between metastatic melanoma and NK cells along the metastatic cascade is important. Given the critical involvement of NK cells within the melanoma tumor microenvironment, this comprehensive review illuminates the intricate relationship between components of the melanoma tumor microenvironment and NK cells, delineating their multifaceted roles. By shedding light on these critical aspects, this review advocates for a deeper understanding of NK cell dynamics within the melanoma context, driving forward transformative strategies to combat this cancer.
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Affiliation(s)
- Azadeh Rahimi
- Applied Physiology Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Zahra Malakoutikhah
- Applied Physiology Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Ilnaz Rahimmanesh
- Applied Physiology Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Gordon A Ferns
- Division of Medical Education, Brighton and Sussex Medical School, Falmer, Brighton, Sussex, BN1 9PH, UK
| | - Reza Nedaeinia
- Pediatric Inherited Diseases Research Center, Research Institute for Primordial Prevention of Non-Communicable Disease, Isfahan University of Medical Sciences, Isfahan, Iran
| | | | - Nasim Dana
- Applied Physiology Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran.
| | - Shaghayegh Haghjooy Javanmard
- Applied Physiology Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
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Huang C, Deng M, Leng D, Sun B, Zheng P, Zhang XD. MIRS: An AI scoring system for predicting the prognosis and therapy of breast cancer. iScience 2023; 26:108322. [PMID: 38026206 PMCID: PMC10665820 DOI: 10.1016/j.isci.2023.108322] [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: 10/22/2022] [Revised: 09/25/2023] [Accepted: 10/20/2023] [Indexed: 12/01/2023] Open
Abstract
Tumor-infiltrating immune cells (TIICs) and metastasis are crucial characteristics for tumorigenesis. However, the potential role of their combination in breast cancer (BRCA) remains elusive. Herein, on the basis of quantifying TIICs and tumor metastasis together, we established a precise prognostic scoring system named metastatic and immunogenomic risk score (MIRS) using a neural network model. MIRS showed better performance when compared with other published signatures. MIRS stratifies patients into a high risk subtype (MIRShigh) and a low risk subtype (MIRSlow). The MIRShigh patients exhibit significantly lower survival rate compared with MIRSlow patients (P < 0.0001 ), higher response to chemotherapy, but lower response to immunotherapy. Conversely, higher infiltration level of TIICs and significantly prolonged survival (P = 0.029 ) are observed in MIRSlow patients, indicating sensitive response in immunotherapy. This work presents a promising indicator to guide treatment options of the BRCA population and provides a predicted webtool that is almost universally applicable to BRCA patients.
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Affiliation(s)
- Chen Huang
- Dr. Neher’s Biophysics Laboratory for Innovative Drug Discovery, Macau University of Science and Technology, Macau SAR 999078, China
- State Key laboratory of Quality Research in Chinese Medicine, Macau Institute for Applied Research in Medicine and Health, Macau University of Science and Technology, Macau SAR 999078, China
| | - Min Deng
- CRDA, Faculty of Health Sciences, University of Macau, Taipa, Macau SAR 999078, China
| | - Dongliang Leng
- CRDA, Faculty of Health Sciences, University of Macau, Taipa, Macau SAR 999078, China
| | - Baoqing Sun
- Department of Allergy and Clinical Immunology, State Key Laboratory of Respiratory Disease, National Clinical Research Center of Respiratory Disease, Guangzhou Institute of Respiratory Health, First Affiliated Hospital of Guangzhou Medical University, Guangzhou 511436, China
| | - Peiyan Zheng
- Department of Allergy and Clinical Immunology, State Key Laboratory of Respiratory Disease, National Clinical Research Center of Respiratory Disease, Guangzhou Institute of Respiratory Health, First Affiliated Hospital of Guangzhou Medical University, Guangzhou 511436, China
| | - Xiaohua Douglas Zhang
- Department of Biostatistics, College of Public Health, University of Kentucky, Lexington, KY 40536, USA
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Wang J, Zhang X, Ma X, Chen D, Cai M, Xiao L, Li J, Huang Z, Huang Y, Lian Y. Blockage of CacyBP inhibits macrophage recruitment and improves anti-PD-1 therapy in hepatocellular carcinoma. J Exp Clin Cancer Res 2023; 42:303. [PMID: 37968706 PMCID: PMC10652496 DOI: 10.1186/s13046-023-02885-w] [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: 08/16/2023] [Accepted: 11/03/2023] [Indexed: 11/17/2023] Open
Abstract
BACKGROUND Despite remarkable advancements in cancer immunotherapy, the overall response rate to anti-programmed cell death-1 (anti-PD-1) therapy in hepatocellular carcinoma (HCC) patients remains low. Our previous study has demonstrated the critical role of CacyBP/SIP (Calcyclin-Binding Protein and Siah-1 Interacting Protein) as a regulator of HCC development and progression. However, the possible impact of CacyBP on the tumor immune microenvironment has not yet been clarified. METHODS The expressions of CacyBP and Myd88 in HCC cell lines and tissues was detected by bioinformatics analysis, real-time quantitative PCR, western blotting and immunohistochemistry. The interaction between CacyBP and Myd88 was measured using co-immunoprecipitation and immunofluorescence. In vitro and in vivo assays were used to investigate the regulation of CacyBP on tumor-associated macrophages (TAMs). RESULTS We identified that CacyBP was positively correlated with Myd88, a master regulator of innate immunity, and Myd88 was a novel binding substrate downstream of CacyBP in HCC. Additionally, CacyBP protected Myd88 from Siah-1-mediated proteasome-dependent degradation by competitively binding to its Toll/interleukin-1 receptor (TIR) domain. Inhibition of CacyBP-Myd88 signaling subsequently diminished HDAC1-mediated H3K9ac and H3K27ac modifications on the CX3CL1 promoter and reduced its transcription and secretion in HCC cells. Moreover, by using in vitro and in vivo strategies, we demonstrated that depletion of CacyBP impaired the infiltration of TAMs and the immunosuppressive state of the tumor microenvironment, further sensitizing HCC-bearing anti-PD-1 therapy. CONCLUSIONS Our findings suggest that targeting CacyBP may be a novel treatment strategy for improving the efficacy of anti-PD-1 immunotherapy in HCC.
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Affiliation(s)
- Jialiang Wang
- Guangdong Provincial Key Laboratory of Liver Disease Research, the Third Affiliated Hospital of Sun Yat-Sen University, 600 Tianhe Rd., Guangzhou, 510630, China
| | - Xiaoyu Zhang
- Department of Infectious Diseases, the Third Affiliated Hospital of Sun Yat-Sen University, 600 Tianhe Rd., Guangzhou, 510630, China
| | - Xinyi Ma
- Department of Infectious Diseases, the Third Affiliated Hospital of Sun Yat-Sen University, 600 Tianhe Rd., Guangzhou, 510630, China
| | - Dongmei Chen
- Guangdong Provincial Key Laboratory of Liver Disease Research, the Third Affiliated Hospital of Sun Yat-Sen University, 600 Tianhe Rd., Guangzhou, 510630, China
| | - Meina Cai
- Department of Infectious Diseases, the Third Affiliated Hospital of Sun Yat-Sen University, 600 Tianhe Rd., Guangzhou, 510630, China
| | - Lexin Xiao
- Guangdong Provincial Key Laboratory of Liver Disease Research, the Third Affiliated Hospital of Sun Yat-Sen University, 600 Tianhe Rd., Guangzhou, 510630, China
| | - Jing Li
- Guangdong Provincial Key Laboratory of Liver Disease Research, the Third Affiliated Hospital of Sun Yat-Sen University, 600 Tianhe Rd., Guangzhou, 510630, China
| | - Zexuan Huang
- Guangdong Provincial Key Laboratory of Liver Disease Research, the Third Affiliated Hospital of Sun Yat-Sen University, 600 Tianhe Rd., Guangzhou, 510630, China
| | - Yuehua Huang
- Guangdong Provincial Key Laboratory of Liver Disease Research, the Third Affiliated Hospital of Sun Yat-Sen University, 600 Tianhe Rd., Guangzhou, 510630, China.
- Department of Infectious Diseases, the Third Affiliated Hospital of Sun Yat-Sen University, 600 Tianhe Rd., Guangzhou, 510630, China.
| | - Yifan Lian
- Guangdong Provincial Key Laboratory of Liver Disease Research, the Third Affiliated Hospital of Sun Yat-Sen University, 600 Tianhe Rd., Guangzhou, 510630, China.
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Moamin MR, Allen R, Woods SL, Brown JE, Nunns H, Juncker-Jensen A, Lewis CE. Changes in the immune landscape of TNBC after neoadjuvant chemotherapy: correlation with relapse. Front Immunol 2023; 14:1291643. [PMID: 38090569 PMCID: PMC10715438 DOI: 10.3389/fimmu.2023.1291643] [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: 09/09/2023] [Accepted: 10/23/2023] [Indexed: 12/18/2023] Open
Abstract
Introduction Patients with high-risk, triple negative breast cancer (TNBC) often receive neoadjuvant chemotherapy (NAC) alone or with immunotherapy. Various single-cell and spatially resolved techniques have demonstrated heterogeneity in the phenotype and distribution of macrophages and T cells in this form of breast cancer. Furthermore, recent studies in mice have implicated immune cells in perivascular (PV) areas of tumors in the regulation of metastasis and anti-tumor immunity. However, little is known of how the latter change during NAC in human TNBC or their impact on subsequent relapse, or the likely efficacy of immunotherapy given with or after NAC. Methods We have used multiplex immunofluorescence and AI-based image analysis to compare the immune landscape in untreated and NAC-treated human TNBCs. We quantified changes in the phenotype, distribution and intercellular contacts of subsets of tumor-associated macrophages (TAMs), CD4+ and CD8+ T cells, and regulatory T cells (Tregs) in PV and non-PV various areas of the stroma and tumor cell islands. These were compared in tumors from patients who had either developed metastases or were disease-free (DF) after a three-year follow up period. Results In tumors from patients who remained DF after NAC, there was a marked increase in stromal CD163+ TAMs, especially those expressing the negative checkpoint regulator, T-cell immunoglobulin and mucin domain 3 (TIM-3). Whereas CD4+ T cells preferentially located to PV areas in the stroma of both untreated and NAC-treated tumors, specific subsets of TAMs and Tregs only did so only after NAC. Distinct subsets of CD4+ and CD8+ T cells formed PV clusters with CD163+ TAMs and Tregs. These were retained after NAC. Discussion Quantification of stromal TIM-3+CD163+ TAMs in tumor residues after NAC may represent a new way of identifying patients at high risk of relapse. PV clustering of immune cells is highly likely to regulate the activation and function of T cells, and thus the efficacy of T cell-based immunotherapies administered with or after NAC.
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Affiliation(s)
- Mohammed Ridha Moamin
- Division of Clinical Medicine, School of Medicine & Population Health, Faculty of Health, Sheffield, United Kingdom
| | - Richard Allen
- Division of Clinical Medicine, School of Medicine & Population Health, Faculty of Health, Sheffield, United Kingdom
| | - Steven Leslie Woods
- Division of Clinical Medicine, School of Medicine & Population Health, Faculty of Health, Sheffield, United Kingdom
| | - Janet Elizabeth Brown
- Division of Clinical Medicine, School of Medicine & Population Health, Faculty of Health, Sheffield, United Kingdom
| | - Harry Nunns
- Neogenomics Labs., Aliso Viejo, CA, United States
| | | | - Claire Elizabeth Lewis
- Division of Clinical Medicine, School of Medicine & Population Health, Faculty of Health, Sheffield, United Kingdom
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Blanc F, Bertho N, Piton G, Leplat JJ, Egidy G, Bourneuf E, Vincent-Naulleau S, Prévost-Blondel A. Deciphering the immune reaction leading to spontaneous melanoma regression: initial role of MHCII + CD163 - macrophages. Cancer Immunol Immunother 2023; 72:3507-3521. [PMID: 37526660 PMCID: PMC10576715 DOI: 10.1007/s00262-023-03503-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 07/18/2023] [Indexed: 08/02/2023]
Abstract
The human cutaneous metastatic melanoma is the deadliest skin cancer. Partial, or less frequently complete spontaneous regressions could be observed, mainly mediated by T cells. Nevertheless, the underlying mechanisms are not fully unraveled. We investigated the first events of the immune response related to cancer regression in Melanoma-bearing Libechov Minipigs (MeLiM), a unique swine model of cutaneous melanoma that regresses spontaneously. Using a multiparameter flow cytometry strategy and integrating new clinical and histological criteria of the regression, we show that T cells and B cells are present only in the late stages, arguing against their role in the initial destruction of malignant cells. NK cells infiltrate the tumors before T cells and therefore might be involved in the induction of the regression process. Myeloid cells represent the main immune population within the tumor microenvironment regardless of the regression stage. Among those, MHCII+ CD163- macrophages that differ phenotypically and functionally compared to other tumor-associated macrophages, increase in number together with the first signs of regression suggesting their crucial contribution to initiating the regression process. Our study supports the importance of macrophage reprogramming in humans to improve current immunotherapy for metastatic melanoma.
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Affiliation(s)
- Fany Blanc
- INSERM, U1016, Institut Cochin, 75014, Paris, France.
- Université Paris-Saclay, INRAE, AgroParisTech, GABI, 78350, Jouy-en-Josas, France.
- CEA, DSV/iRCM/SREIT/LREG, 78350, Jouy-en-Josas, France.
| | - Nicolas Bertho
- Université Paris-Saclay, INRAE, VIM, 78350, Jouy-en-Josas, France
- INRAE, Oniris, BIOEPAR, 44300, Nantes, France
| | - Guillaume Piton
- Université Paris-Saclay, INRAE, AgroParisTech, GABI, 78350, Jouy-en-Josas, France
- CEA, DSV/iRCM/SREIT/LREG, 78350, Jouy-en-Josas, France
| | - Jean-Jacques Leplat
- Université Paris-Saclay, INRAE, AgroParisTech, GABI, 78350, Jouy-en-Josas, France
- CEA, DSV/iRCM/SREIT/LREG, 78350, Jouy-en-Josas, France
| | - Giorgia Egidy
- Université Paris-Saclay, INRAE, AgroParisTech, GABI, 78350, Jouy-en-Josas, France
| | - Emmanuelle Bourneuf
- Université Paris-Saclay, INRAE, AgroParisTech, GABI, 78350, Jouy-en-Josas, France
- CEA, DSV/iRCM/SREIT/LREG, 78350, Jouy-en-Josas, France
- Laboratoire de Cancérologie Expérimentale, CEA/DRF/IBFJ/IRCM, 92265, Fontenay-Aux-Roses, France
- Université Paris Cité, Paris, France
| | - Silvia Vincent-Naulleau
- Université Paris-Saclay, INRAE, AgroParisTech, GABI, 78350, Jouy-en-Josas, France
- CEA, DSV/iRCM/SREIT/LREG, 78350, Jouy-en-Josas, France
- Plateforme animalerie, CEA/DRF/IBFJ/IRCM, 92265, Fontenay-Aux-Roses, France
- Bureau des Etudes Biomédicales chez l'Animal, CEA/DRF/BEBA, 92265, Fontenay-Aux-Roses, France
| | - Armelle Prévost-Blondel
- INSERM, U1016, Institut Cochin, 75014, Paris, France.
- Université Paris Cité, Paris, France.
- CNRS, UMR8104, Paris, France.
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Sender R, Weiss Y, Navon Y, Milo I, Azulay N, Keren L, Fuchs S, Ben-Zvi D, Noor E, Milo R. The total mass, number, and distribution of immune cells in the human body. Proc Natl Acad Sci U S A 2023; 120:e2308511120. [PMID: 37871201 PMCID: PMC10623016 DOI: 10.1073/pnas.2308511120] [Citation(s) in RCA: 63] [Impact Index Per Article: 31.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2023] [Accepted: 09/11/2023] [Indexed: 10/25/2023] Open
Abstract
The immune system is a complex network of cells with critical functions in health and disease. However, a comprehensive census of the cells comprising the immune system is lacking. Here, we estimated the abundance of the primary immune cell types throughout all tissues in the human body. We conducted a literature survey and integrated data from multiplexed imaging and methylome-based deconvolution. We also considered cellular mass to determine the distribution of immune cells in terms of both number and total mass. Our results indicate that the immune system of a reference 73 kg man consists of 1.8 × 1012 cells (95% CI 1.5-2.3 × 1012), weighing 1.2 kg (95% CI 0.8-1.9). Lymphocytes constitute 40% of the total number of immune cells and 15% of the mass and are mainly located in the lymph nodes and spleen. Neutrophils account for similar proportions of both the number and total mass of immune cells, with most neutrophils residing in the bone marrow. Macrophages, present in most tissues, account for 10% of immune cells but contribute nearly 50% of the total cellular mass due to their large size. The quantification of immune cells within the human body presented here can serve to understand the immune function better and facilitate quantitative modeling of this vital system.
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Affiliation(s)
- Ron Sender
- Department of Plant and Environmental Sciences, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Yarden Weiss
- Department of Molecular Genetics, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Yoav Navon
- Department of Plant and Environmental Sciences, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Idan Milo
- Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Nofar Azulay
- Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Leeat Keren
- Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Shai Fuchs
- Pediatric Endocrine and Diabetes Unit, Edmond and Lily Safra Children's Hospital, Sheba Medical Center, Ramat Gan 52621, Israel
| | - Danny Ben-Zvi
- Department of Developmental Biology and Cancer Research, Institute for Medical Research Israel-Canada, The Hebrew University-Hadassah Medical School, Jerusalem 91120, Israel
| | - Elad Noor
- Department of Plant and Environmental Sciences, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Ron Milo
- Department of Plant and Environmental Sciences, Weizmann Institute of Science, Rehovot 76100, Israel
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Eljilany I, Saghand PG, Chen J, Ratan A, McCarter M, Carpten J, Colman H, Ikeguchi AP, Puzanov I, Arnold S, Churchman M, Hwu P, Conejo-Garcia J, Dalton WS, Weiner GJ, El Naqa IM, Tarhini AA. The T Cell Immunoscore as a Reference for Biomarker Development Utilizing Real-World Data from Patients with Advanced Malignancies Treated with Immune Checkpoint Inhibitors. Cancers (Basel) 2023; 15:4913. [PMID: 37894280 PMCID: PMC10605389 DOI: 10.3390/cancers15204913] [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: 08/24/2023] [Revised: 09/14/2023] [Accepted: 09/29/2023] [Indexed: 10/29/2023] Open
Abstract
BACKGROUND We aimed to determine the prognostic value of an immunoscore reflecting CD3+ and CD8+ T cell density estimated from real-world transcriptomic data of a patient cohort with advanced malignancies treated with immune checkpoint inhibitors (ICIs) in an effort to validate a reference for future machine learning-based biomarker development. METHODS Transcriptomic data was collected under the Total Cancer Care Protocol (NCT03977402) Avatar® project. The real-world immunoscore for each patient was calculated based on the estimated densities of tumor CD3+ and CD8+ T cells utilizing CIBERSORTx and the LM22 gene signature matrix. Then, the immunoscore association with overall survival (OS) was estimated using Cox regression and analyzed using Kaplan-Meier curves. The OS predictions were assessed using Harrell's concordance index (C-index). The Youden index was used to identify the optimal cut-off point. Statistical significance was assessed using the log-rank test. RESULTS Our study encompassed 522 patients with four cancer types. The median duration to death was 10.5 months for the 275 participants who encountered an event. For the entire cohort, the results demonstrated that transcriptomics-based immunoscore could significantly predict patients at risk of death (p-value < 0.001). Notably, patients with an intermediate-high immunoscore achieved better OS than those with a low immunoscore. In subgroup analysis, the prediction of OS was significant for melanoma and head and neck cancer patients but did not reach significance in the non-small cell lung cancer or renal cell carcinoma cohorts. CONCLUSIONS Calculating CD3+ and CD8+ T cell immunoscore using real-world transcriptomic data represents a promising signature for estimating OS with ICIs and can be used as a reference for future machine learning-based biomarker development.
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Affiliation(s)
- Islam Eljilany
- Departments of Cutaneous Oncology and Immunology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA
| | - Payman Ghasemi Saghand
- Department of Machine Learning, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA
| | - James Chen
- Department of Internal Medicine, Division of Medical Oncology, Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USA
| | - Aakrosh Ratan
- Center for Public Health Genomics, School of Medicine, University of Virginia, Charlottesville, VA 22903, USA
| | - Martin McCarter
- Division of Surgical Oncology, Department of Surgery, School of Medicine, University of Colorado, Aurora, CO 80045, USA
| | - John Carpten
- USC Norris Comprehensive Cancer Center, Los Angeles, CA 90033, USA
| | - Howard Colman
- Department of Neurosurgery, School of Medicine, University of Utah, Salt Lake City, UT 84132, USA
- Huntsman Cancer Institute, Salt Lake City, UT 84132, USA
| | | | - Igor Puzanov
- Department of Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
| | - Susanne Arnold
- University of Kentucky Markey Cancer Center, Lexington, KY 40536, USA
| | - Michelle Churchman
- Clinical & Life Sciences Department, Aster Insights, Hudson, FL 34667, USA
| | - Patrick Hwu
- H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA
| | - Jose Conejo-Garcia
- H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA
| | | | - George J. Weiner
- Department of Internal Medicine, Carver College of Medicine, University of Iowa Health Care, Iowa City, IA 52242, USA
| | - Issam M. El Naqa
- Department of Machine Learning, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA
| | - Ahmad A. Tarhini
- Departments of Cutaneous Oncology and Immunology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA
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Placke JM, Kimmig M, Griewank K, Herbst R, Terheyden P, Utikal J, Pföhler C, Ulrich J, Kreuter A, Mohr P, Gutzmer R, Meier F, Dippel E, Welzel J, Engel DR, Kreft S, Sucker A, Lodde G, Krefting F, Stoffels I, Klode J, Roesch A, Zimmer L, Livingstone E, Hadaschik E, Becker JC, Weichenthal M, Tasdogan A, Schadendorf D, Ugurel S. Correlation of tumor PD-L1 expression in different tissue types and outcome of PD-1-based immunotherapy in metastatic melanoma - analysis of the DeCOG prospective multicenter cohort study ADOREG/TRIM. EBioMedicine 2023; 96:104774. [PMID: 37660535 PMCID: PMC10483509 DOI: 10.1016/j.ebiom.2023.104774] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Revised: 08/10/2023] [Accepted: 08/10/2023] [Indexed: 09/05/2023] Open
Abstract
BACKGROUND PD-1-based immune checkpoint inhibition (ICI) is the major backbone of current melanoma therapy. Tumor PD-L1 expression represents one of few biomarkers predicting ICI therapy outcome. The objective of the present study was to systematically investigate whether the type of tumor tissue examined for PD-L1 expression has an impact on the correlation with ICI therapy outcome. METHODS Pre-treatment tumor tissue was collected within the prospective DeCOG cohort study ADOREG/TRIM (CA209-578; NCT05750511) between February 2014 and May 2020 from 448 consecutive patients who received PD-1-based ICI for non-resectable metastatic melanoma. The primary study endpoint was best overall response (BOR), secondary endpoints were progression-free (PFS) and overall survival (OS). All endpoints were correlated with tumor PD-L1 expression (quantified with clone 28-8; cutoff ≥5%) and stratified by tissue type. FINDINGS Tumor PD-L1 was determined in 95 primary tumors (PT; 36.8% positivity), 153 skin/subcutaneous (34.0% positivity), 115 lymph node (LN; 50.4% positivity), and 85 organ (40.8% positivity) metastases. Tumor PD-L1 correlated with BOR if determined in LN (OR = 0.319; 95% CI = 0.138-0.762; P = 0.010), but not in skin/subcutaneous metastases (OR = 0.656; 95% CI = 0.311-1.341; P = 0.26). PD-L1 positivity determined on LN metastases was associated with favorable survival (PFS, HR = 0.490; 95% CI = 0.310-0.775; P = 0.002; OS, HR = 0.519; 95% CI = 0.307-0.880; P = 0.014). PD-L1 positivity determined in PT (PFS, HR = 0.757; 95% CI = 0.467-1.226; P = 0.27; OS; HR = 0.528; 95% CI = 0.305-0.913; P = 0.032) was correlated with survival to a lesser extent. No relevant survival differences were detected by PD-L1 determined in skin/subcutaneous metastases (PFS, HR = 0.825; 95% CI = 0.555-1.226; P = 0.35; OS, HR = 1.083; 95% CI = 0.698-1.681; P = 0.72). INTERPRETATION For PD-1-based immunotherapy in melanoma, tumor PD-L1 determined in LN metastases was stronger correlated with therapy outcome than that assessed in PT or organ metastases. PD-L1 determined in skin/subcutaneous metastases showed no outcome correlation and therefore should be used with caution for clinical decision making. FUNDING Bristol-Myers Squibb (ADOREG/TRIM, NCT05750511); German Research Foundation (DFG; Clinician Scientist Program UMEA); Else Kröner-Fresenius-Stiftung (EKFS; Medical Scientist Academy UMESciA).
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Affiliation(s)
- Jan-Malte Placke
- Department of Dermatology, University Hospital Essen, University of Duisburg-Essen, Germany; German Cancer Consortium (DKTK), Partner Site Essen/Düsseldorf, Germany.
| | - Mona Kimmig
- Department of Dermatology, University Hospital Essen, University of Duisburg-Essen, Germany.
| | - Klaus Griewank
- Department of Dermatology, University Hospital Essen, University of Duisburg-Essen, Germany.
| | | | | | - Jochen Utikal
- Skin Cancer Unit, German Cancer Research Center (DKFZ), Heidelberg, Germany; Department of Dermatology, Venereology and Allergology, University Medical Center Mannheim, Ruprecht-Karl University of Heidelberg, Mannheim, Germany; DKFZ Hector Cancer Institute at the University Medical Center Mannheim, Mannheim, Germany.
| | - Claudia Pföhler
- Department of Dermatology, Saarland University Medical School, Homburg/Saar, Germany.
| | - Jens Ulrich
- Skin Cancer Center, Department of Dermatology, Harz Clinics, Quedlinburg, Germany.
| | - Alexander Kreuter
- Department of Dermatology, Venereology and Allergology, Helios St. Elisabeth Klinik Oberhausen, University Witten-Herdecke, Oberhausen, Germany.
| | - Peter Mohr
- Department of Dermatology, Elbe Kliniken Buxtehude, Buxtehude, Germany.
| | - Ralf Gutzmer
- Department of Dermatology, Skin Cancer Center Minden, Minden, Germany.
| | - Friedegund Meier
- Department of Dermatology, University Hospital Carl Gustav Carus, TU Dresden, Dresden, Germany.
| | - Edgar Dippel
- Department of Dermatology, Ludwigshafen Medical Center, Ludwigshafen, Germany.
| | - Julia Welzel
- Department of Dermatology, Augsburg Medical Center, Augsburg, Germany.
| | - Daniel Robert Engel
- Department of Immunodynamics, Institute for Experimental Immunology and Imaging, Medical Research Centre, University Hospital Essen, Essen, Germany; German Cancer Consortium (DKTK), Partner Site Essen/Düsseldorf, Germany.
| | - Sophia Kreft
- Department of Dermatology, Venereology and Allergology, Charité-Universitätsmedizin Berlin, 10117, Berlin, Germany.
| | - Antje Sucker
- Department of Dermatology, University Hospital Essen, University of Duisburg-Essen, Germany.
| | - Georg Lodde
- Department of Dermatology, University Hospital Essen, University of Duisburg-Essen, Germany.
| | - Frederik Krefting
- Department of Dermatology, University Hospital Essen, University of Duisburg-Essen, Germany.
| | - Ingo Stoffels
- Department of Dermatology, University Hospital Essen, University of Duisburg-Essen, Germany.
| | - Joachim Klode
- Department of Dermatology, University Hospital Essen, University of Duisburg-Essen, Germany.
| | - Alexander Roesch
- Department of Dermatology, University Hospital Essen, University of Duisburg-Essen, Germany; German Cancer Consortium (DKTK), Partner Site Essen/Düsseldorf, Germany.
| | - Lisa Zimmer
- Department of Dermatology, University Hospital Essen, University of Duisburg-Essen, Germany.
| | - Elisabeth Livingstone
- Department of Dermatology, University Hospital Essen, University of Duisburg-Essen, Germany.
| | - Eva Hadaschik
- Department of Dermatology, University Hospital Essen, University of Duisburg-Essen, Germany.
| | - Jürgen C Becker
- Department of Dermatology, University Hospital Essen, University of Duisburg-Essen, Germany; Translational Skin Cancer Research, West German Cancer Center, University Medicine Essen, Essen, Germany; German Cancer Research Center (DKFZ), Heidelberg, Germany; German Cancer Consortium (DKTK), Partner Site Essen/Düsseldorf, Germany.
| | - Michael Weichenthal
- Department of Dermatology, University Hospital of Schleswig-Holstein, Kiel, Germany.
| | - Alpaslan Tasdogan
- Department of Dermatology, University Hospital Essen, University of Duisburg-Essen, Germany; German Cancer Consortium (DKTK), Partner Site Essen/Düsseldorf, Germany.
| | - Dirk Schadendorf
- Department of Dermatology, University Hospital Essen, University of Duisburg-Essen, Germany; German Cancer Consortium (DKTK), Partner Site Essen/Düsseldorf, Germany.
| | - Selma Ugurel
- Department of Dermatology, University Hospital Essen, University of Duisburg-Essen, Germany; German Cancer Consortium (DKTK), Partner Site Essen/Düsseldorf, Germany.
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He T, Shi Y, Kou X, Shen M, Liang X, Li X, Wu R, You Y, Wu Q, Gong C. Antigenicity and adjuvanticity co-reinforced personalized cell vaccines based on self-adjuvanted hydrogel for post-surgical cancer vaccination. Biomaterials 2023; 301:122218. [PMID: 37393695 DOI: 10.1016/j.biomaterials.2023.122218] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 06/19/2023] [Accepted: 06/24/2023] [Indexed: 07/04/2023]
Abstract
Cancer vaccine-based postsurgical immunotherapy is emerging as a promising approach in patients following surgical resection for inhibition of tumor recurrence. However, low immunogenicity and insufficient cancer antigens limit the widespread application of postoperative cancer vaccines. Here, we propose a "trash to treasure" cancer vaccine strategy to enhance postsurgical personalized immunotherapy, in which antigenicity and adjuvanticity of purified surgically exfoliated autologous tumors (with whole antigen repertoire) were co-reinforced. In the antigenicity and adjuvanticity co-reinforced personalized vaccine (Angel-Vax), polyriboinosinic: polyribocytidylic acid (pIC) and tumor cells that have undergone immunogenic death are encapsulated in a self-adjuvanted hydrogel formed by cross-linking of mannan and polyethyleneimine. Angel-Vax exhibits an enhanced capacity on antigen-presenting cells stimulation and maturation compared to its individual components in vitro. Immunization with Angel-Vax provokes an efficient systemic cytotoxic T-cell immune response, contributing to the satisfied prophylactic and therapeutic efficacy in mice. Furthermore, when combined with immune checkpoint inhibitors (ICI), Angel-Vax effectively prevented postsurgical tumor recurrence, as evidenced by an increase in median survival of approximately 35% compared with ICI alone. Unlike the cumbersome preparation process of postoperative cancer vaccines, the simple and feasible approach herein may represent a general strategy for various kinds of tumor cell-based antigens in the inhibition of postsurgical tumor relapse by reinforced immunogenicity.
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Affiliation(s)
- Tao He
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, PR China
| | - Yiling Shi
- Operating Room, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, PR China
| | - Xiaorong Kou
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, PR China
| | - Meiling Shen
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, PR China
| | - Xiuqi Liang
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, PR China
| | - Xinchao Li
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, PR China
| | - Rui Wu
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, PR China
| | - Yanjie You
- Department of Gastroenterology, People's Hospital of Ningxia Hui Autonomous Region, Yinchuan, 750002, PR China
| | - Qinjie Wu
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, PR China
| | - Changyang Gong
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, PR China.
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Kuras M. Exploring the Complex and Multifaceted Interplay between Melanoma Cells and the Tumor Microenvironment. Int J Mol Sci 2023; 24:14403. [PMID: 37762707 PMCID: PMC10531837 DOI: 10.3390/ijms241814403] [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: 08/29/2023] [Revised: 09/17/2023] [Accepted: 09/20/2023] [Indexed: 09/29/2023] Open
Abstract
Malignant melanoma is a very aggressive skin cancer, characterized by a heterogeneous nature and high metastatic potential. The incidence of melanoma is continuously increasing worldwide, and it is one of the most common cancers in young adults. In the past twenty years, our understanding of melanoma biology has increased profoundly, and disease management for patients with disseminated disease has improved due to the emergence of immunotherapy and targeted therapy. However, a significant fraction of patients relapse or do not respond adequately to treatment. This can partly be explained by the complex signaling between the tumor and its microenvironment, giving rise to melanoma phenotypes with different patterns of disease progression. This review focuses on the key aspects and complex relationship between pathogenesis, genetic abnormalities, tumor microenvironment, cellular plasticity, and metabolic reprogramming in melanoma. By acquiring a deeper understanding of the multifaceted features of melanomagenesis, we can reach a point of more individualized and patient-centered disease management and reduced costs of ineffective treatments.
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Affiliation(s)
- Magdalena Kuras
- Department of Biomedical Engineering, Lund University, 221 00 Lund, Sweden;
- Section for Clinical Chemistry, Department of Translational Medicine, Lund University, 205 02 Malmö, Sweden
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