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Delclaux I, Ventre KS, Jones D, Lund AW. The tumor-draining lymph node as a reservoir for systemic immune surveillance. Trends Cancer 2024; 10:28-37. [PMID: 37863720 PMCID: PMC10843049 DOI: 10.1016/j.trecan.2023.09.006] [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: 08/06/2023] [Revised: 09/18/2023] [Accepted: 09/19/2023] [Indexed: 10/22/2023]
Abstract
Early in solid tumor development, antigens are presented in tumor-draining lymph nodes (tdLNs), a process that is necessary to set up immune surveillance. Recent evidence indicates that tdLNs fuel systemic tumor-specific T cell responses which may halt cancer progression and facilitate future responses to immunotherapy. These protective responses, however, are subject to progressive dysfunction exacerbated by lymph node (LN) metastasis. We discuss emerging preclinical and clinical literature indicating that the tdLN is a crucial reservoir for systemic immunity that can potentiate immune surveillance. We also discuss the impact of LN metastasis and argue that a better understanding of the relationship between LN metastasis and systemic immunity will be necessary to direct regional disease management in the era of immunotherapy.
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Affiliation(s)
- Ines Delclaux
- Ronald O. Perelman Department of Dermatology, New York University (NYU) Grossman School of Medicine, New York, NY, USA
| | - Katherine S Ventre
- Ronald O. Perelman Department of Dermatology, New York University (NYU) Grossman School of Medicine, New York, NY, USA
| | - Dennis Jones
- Department of Pathology & Laboratory Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
| | - Amanda W Lund
- Ronald O. Perelman Department of Dermatology, New York University (NYU) Grossman School of Medicine, New York, NY, USA; Department of Pathology, NYU Grossman School of Medicine, New York, NY, USA; Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA.
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2
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Wei C, Sun W, Shen K, Zhong J, Liu W, Gao Z, Xu Y, Wang L, Hu T, Ren M, Li Y, Zhu Y, Zheng S, Zhu M, Luo R, Yang Y, Hou Y, Qi F, Zhou Y, Chen Y, Gu J. Delineating the early dissemination mechanisms of acral melanoma by integrating single-cell and spatial transcriptomic analyses. Nat Commun 2023; 14:8119. [PMID: 38065972 PMCID: PMC10709603 DOI: 10.1038/s41467-023-43980-y] [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: 04/11/2023] [Accepted: 11/24/2023] [Indexed: 12/18/2023] Open
Abstract
Acral melanoma (AM) is a rare subtype of melanoma characterized by a high incidence of lymph node (LN) metastasis, a critical factor in tumor dissemination and therapeutic decision-making. Here, we employ single-cell and spatial transcriptomic analyses to investigate the dynamic evolution of early AM dissemination. Our findings reveal substantial inter- and intra-tumor heterogeneity in AM, alongside a highly immunosuppressive tumor microenvironment and complex intercellular communication networks, particularly in patients with LN metastasis. Notably, we identify a strong association between MYC+ Melanoma (MYC+MEL) and FGFBP2+NKT cells with LN metastasis. Furthermore, we demonstrate that LN metastasis requires a metabolic shift towards fatty acid oxidation (FAO) induced by MITF in MYC+MEL cells. Etomoxir, a clinically approved FAO inhibitor, can effectively suppress MITF-mediated LN metastasis. This comprehensive dataset enhances our understanding of LN metastasis in AM, and provides insights into the potential therapeutic targeting for the management of early AM dissemination.
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Affiliation(s)
- Chuanyuan Wei
- Department of Plastic and Reconstructive Surgery, Zhongshan Hospital, Fudan University, Shanghai, 200032, P. R. China
- Cancer center, Zhongshan Hospital, Fudan University, Shanghai, 200032, P. R. China
| | - Wei Sun
- Department of Musculoskeletal Oncology, Fudan University Shanghai Cancer Center, Shanghai, 200032, P. R. China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, P. R. China
| | - Kangjie Shen
- Department of Plastic and Reconstructive Surgery, Zhongshan Hospital, Fudan University, Shanghai, 200032, P. R. China
- Cancer center, Zhongshan Hospital, Fudan University, Shanghai, 200032, P. R. China
| | - Jingqin Zhong
- Department of Musculoskeletal Oncology, Fudan University Shanghai Cancer Center, Shanghai, 200032, P. R. China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, P. R. China
| | - Wanlin Liu
- Department of Musculoskeletal Oncology, Fudan University Shanghai Cancer Center, Shanghai, 200032, P. R. China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, P. R. China
| | - Zixu Gao
- Department of Plastic and Reconstructive Surgery, Zhongshan Hospital, Fudan University, Shanghai, 200032, P. R. China
- Cancer center, Zhongshan Hospital, Fudan University, Shanghai, 200032, P. R. China
| | - Yu Xu
- Department of Musculoskeletal Oncology, Fudan University Shanghai Cancer Center, Shanghai, 200032, P. R. China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, P. R. China
| | - Lu Wang
- Department of Plastic and Reconstructive Surgery, Zhongshan Hospital, Fudan University, Shanghai, 200032, P. R. China
- Cancer center, Zhongshan Hospital, Fudan University, Shanghai, 200032, P. R. China
| | - Tu Hu
- Department of Musculoskeletal Oncology, Fudan University Shanghai Cancer Center, Shanghai, 200032, P. R. China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, P. R. China
| | - Ming Ren
- Department of Plastic and Reconstructive Surgery, Zhongshan Hospital, Fudan University, Shanghai, 200032, P. R. China
- Cancer center, Zhongshan Hospital, Fudan University, Shanghai, 200032, P. R. China
| | - Yinlam Li
- Department of Plastic and Reconstructive Surgery, Zhongshan Hospital, Fudan University, Shanghai, 200032, P. R. China
- Cancer center, Zhongshan Hospital, Fudan University, Shanghai, 200032, P. R. China
| | - Yu Zhu
- Department of Plastic and Reconstructive Surgery, Zhongshan Hospital, Fudan University, Shanghai, 200032, P. R. China
- Cancer center, Zhongshan Hospital, Fudan University, Shanghai, 200032, P. R. China
| | - Shaoluan Zheng
- Department of Plastic and Reconstructive Surgery, Xiamen Branch of Zhongshan Hospital, Fudan University, Xiamen, 361015, P. R. China
| | - Ming Zhu
- Department of Plastic and Reconstructive Surgery, Zhongshan Hospital, Fudan University, Shanghai, 200032, P. R. China
- Cancer center, Zhongshan Hospital, Fudan University, Shanghai, 200032, P. R. China
| | - Rongkui Luo
- Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai, 200032, P. R. China
| | - Yanwen Yang
- Department of Plastic and Reconstructive Surgery, Zhongshan Hospital, Fudan University, Shanghai, 200032, P. R. China
- Cancer center, Zhongshan Hospital, Fudan University, Shanghai, 200032, P. R. China
| | - Yingyong Hou
- Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai, 200032, P. R. China
| | - Fazhi Qi
- Department of Plastic and Reconstructive Surgery, Zhongshan Hospital, Fudan University, Shanghai, 200032, P. R. China
- Cancer center, Zhongshan Hospital, Fudan University, Shanghai, 200032, P. R. China
| | - Yuhong Zhou
- Department of Medical Oncology, Zhongshan Hospital, Fudan University, Shanghai, 200032, P. R. China.
| | - Yong Chen
- Department of Musculoskeletal Oncology, Fudan University Shanghai Cancer Center, Shanghai, 200032, P. R. China.
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, P. R. China.
| | - Jianying Gu
- Department of Plastic and Reconstructive Surgery, Zhongshan Hospital, Fudan University, Shanghai, 200032, P. R. China.
- Cancer center, Zhongshan Hospital, Fudan University, Shanghai, 200032, P. R. China.
- Department of Plastic and Reconstructive Surgery, Xiamen Branch of Zhongshan Hospital, Fudan University, Xiamen, 361015, P. R. China.
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3
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Miller DM, Yadanapudi K, Rai V, Rai SN, Chen J, Frieboes HB, Masters A, McCallum A, Williams BJ. Untangling the web of glioblastoma treatment resistance using a multi-omic and multidisciplinary approach. Am J Med Sci 2023; 366:185-198. [PMID: 37330006 DOI: 10.1016/j.amjms.2023.06.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 05/01/2023] [Accepted: 06/13/2023] [Indexed: 06/19/2023]
Abstract
Glioblastoma (GBM), the most common human brain tumor, has been notoriously resistant to treatment. As a result, the dismal overall survival of GBM patients has not changed over the past three decades. GBM has been stubbornly resistant to checkpoint inhibitor immunotherapies, which have been remarkably effective in the treatment of other tumors. It is clear that GBM resistance to therapy is multifactorial. Although therapeutic transport into brain tumors is inhibited by the blood brain barrier, there is evolving evidence that overcoming this barrier is not the predominant factor. GBMs generally have a low mutation burden, exist in an immunosuppressed environment and they are inherently resistant to immune stimulation, all of which contribute to treatment resistance. In this review, we evaluate the contribution of multi-omic approaches (genomic and metabolomic) along with analyzing immune cell populations and tumor biophysical characteristics to better understand and overcome GBM multifactorial resistance to treatment.
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Affiliation(s)
- Donald M Miller
- Brown Cancer Center, University of Louisville, Louisville, KY, USA; Department of Medicine, School of Medicine, University of Louisville, Louisville, KY, USA.
| | - Kavitha Yadanapudi
- Brown Cancer Center, University of Louisville, Louisville, KY, USA; Department of Medicine, School of Medicine, University of Louisville, Louisville, KY, USA
| | - Veeresh Rai
- Brown Cancer Center, University of Louisville, Louisville, KY, USA
| | - Shesh N Rai
- Brown Cancer Center, University of Louisville, Louisville, KY, USA; Biostatistics and Informatics Shared Resources, University of Cincinnati Cancer Center, Cincinnati, OH, USA; Cancer Data Science Center of University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Joseph Chen
- Brown Cancer Center, University of Louisville, Louisville, KY, USA; Department of Bioengineering, Speed School of Engineering, University of Louisville, Louisville, KY, USA
| | - Hermann B Frieboes
- Brown Cancer Center, University of Louisville, Louisville, KY, USA; Department of Bioengineering, Speed School of Engineering, University of Louisville, Louisville, KY, USA; Center for Preventative Medicine, University of Louisville, Louisville, KY, USA
| | - Adrianna Masters
- Brown Cancer Center, University of Louisville, Louisville, KY, USA; Department of Radiation Oncology, University of Louisville, Louisville, KY, USA
| | - Abigail McCallum
- Brown Cancer Center, University of Louisville, Louisville, KY, USA; Department of Neurosurgery, University of Louisville, Louisville, KY, USA
| | - Brian J Williams
- Brown Cancer Center, University of Louisville, Louisville, KY, USA; Department of Neurosurgery, University of Louisville, Louisville, KY, USA
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4
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Suman S, Markovic SN. Melanoma-derived mediators can foster the premetastatic niche: crossroad to lymphatic metastasis. Trends Immunol 2023; 44:724-743. [PMID: 37573226 PMCID: PMC10528107 DOI: 10.1016/j.it.2023.07.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Revised: 07/10/2023] [Accepted: 07/11/2023] [Indexed: 08/14/2023]
Abstract
The natural history of advanced malignant melanoma demonstrates that, in most cases, widespread tumor dissemination is preceded by regional metastases involving tumor-draining lymph nodes [sentinel lymph nodes (SLNs)]. Under physiological conditions, LNs play a central role in immunosurveillance to non-self-antigens to which they are exposed via afferent lymph. The dysfunctional immunity in SLNs is mediated by tumor secretory factors that allow the survival of metastatic melanoma cells within the LN by creating a premetastatic niche (PMN). Recent studies outline the altered microenvironment of LNs shaped by melanoma mediators. Here, we discuss tumor secretory factors involved in subverting tumor immunity and remodeling LNs and highlight emerging therapeutic strategies to reinvigorate antitumoral immunity in SLNs.
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Affiliation(s)
- Shankar Suman
- Department of Oncology, Mayo Clinic, Rochester, MN, USA
| | - Svetomir N Markovic
- Department of Oncology, Mayo Clinic, Rochester, MN, USA; Mayo Clinic Cancer Center, Mayo Clinic, Rochester, MN, USA.
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5
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Bravo AI, Aris M, Panouillot M, Porto M, Dieu-Nosjean MC, Teillaud JL, Barrio MM, Mordoh J. HEV-associated dendritic cells are observed in metastatic tumor-draining lymph nodes of cutaneous melanoma patients with longer distant metastasis-free survival after adjuvant immunotherapy. Front Immunol 2023; 14:1231734. [PMID: 37691949 PMCID: PMC10485604 DOI: 10.3389/fimmu.2023.1231734] [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: 05/30/2023] [Accepted: 08/07/2023] [Indexed: 09/12/2023] Open
Abstract
Introduction Tissue biomarkers that aid in identifying cutaneous melanoma (CM) patients who will benefit from adjuvant immunotherapy are of crucial interest. Metastatic tumor-draining lymph nodes (mTDLN) are the first encounter site between the metastatic CM cells and an organized immune structure. Therefore, their study may reveal mechanisms that could influence patients´ outcomes. Methods Twenty-nine stage-III CM patients enrolled in clinical trials to study the vaccine VACCIMEL were included in this retrospective study. After radical mTDLN dissection, patients were treated with VACCIMEL (n=22) or IFNα-2b (n=6), unless rapid progression (n=1). Distant Metastasis-Free Survival (DMFS) was selected as an end-point. Two cohorts of patients were selected: one with a good outcome (GO) (n=17; median DMFS 130.0 months), and another with a bad outcome (BO) (n=12; median DMFS 8.5 months). We analyzed by immunohistochemistry and immunofluorescence the expression of relevant biomarkers to tumor-cell biology and immune cells and structures in mTDLN, both in the tumor and peritumoral areas. Results In BO patients, highly replicating Ki-67+ tumor cells, low tumor HLA-I expression and abundant FoxP3+ lymphocytes were found (p=0.037; p=0.056 and p=0.021). In GO patients, the most favorable biomarkers for prolonged DMFS were the abundance of peri- and intra-tumoral CD11c+ cells (p=0.0002 and p=0.001), peri-tumoral DC-LAMP+ dendritic cells (DCs) (p=0.001), and PNAd+ High Endothelial Venules (HEVs) (p=0.004). Most strikingly, we describe in GO patients a peculiar, heterogeneous structure that we named FAPS (Favoring Antigen-Presenting Structure), a triad composed of DC, HEV and CD62L+ naïve lymphocytes, whose postulated role would be to favor tumor antigen (Ag) priming of incoming naïve lymphocytes. We also found in GO patients a preferential tumor infiltration of CD8+ and CD20+ lymphocytes (p=0.004 and p=0.027), as well as peritumoral CD20+ aggregates, with no CD21+ follicular dendritic cells detected (p=0.023). Heterogeneous infiltration with CD64+CD68-CD163-, CD64+CD68+CD163- and CD64+CD68+CD163+ macrophages were observed in both cohorts. Discussion The analysis of mTDLN in GO and BO patients revealed marked differences. This work highlights the importance of analyzing resected mTDLN from CM patients and suggests a correlation between tumor and immune characteristics that may be associated with a spontaneous or vaccine-induced long DMFS. These results should be confirmed in prospective studies.
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Affiliation(s)
- Alicia Inés Bravo
- Laboratorio de Cancerología, Fundación Instituto Leloir, Ciudad Autónoma de Buenos Aires (CABA), Argentina
- Unidad de Inmunopatología, Hospital HIGA Eva Perón, Provincia de Buenos Aires, Buenos Aires, Argentina
| | - Mariana Aris
- Centro de Investigaciones Oncológicas, Fundación Cáncer (FUCA), Ciudad Autónoma de Buenos Aires (CABA), Argentina
| | - Marylou Panouillot
- Sorbonne University, Faculty of Medicine, UMRS 1135, Laboratory “Immune Microenvironment and Immunotherapy”, Centre d’Immunologie et des Maladies Infectieuses (CIMI), Paris, France
- Inserm U.1135, Laboratory “Immune Microenvironment and Immunotherapy”, Centre d’Immunologie et des Maladies Infectieuses (CIMI), Paris, France
- Laboratory “Immune Microenvironment and Immunotherapy”, Centre d’Immunologie et des Maladies Infectieuses (CIMI), Paris, France
| | - Martina Porto
- Laboratorio de Cancerología, Fundación Instituto Leloir, Ciudad Autónoma de Buenos Aires (CABA), Argentina
| | - Marie-Caroline Dieu-Nosjean
- Sorbonne University, Faculty of Medicine, UMRS 1135, Laboratory “Immune Microenvironment and Immunotherapy”, Centre d’Immunologie et des Maladies Infectieuses (CIMI), Paris, France
- Inserm U.1135, Laboratory “Immune Microenvironment and Immunotherapy”, Centre d’Immunologie et des Maladies Infectieuses (CIMI), Paris, France
- Laboratory “Immune Microenvironment and Immunotherapy”, Centre d’Immunologie et des Maladies Infectieuses (CIMI), Paris, France
| | - Jean-Luc Teillaud
- Sorbonne University, Faculty of Medicine, UMRS 1135, Laboratory “Immune Microenvironment and Immunotherapy”, Centre d’Immunologie et des Maladies Infectieuses (CIMI), Paris, France
- Inserm U.1135, Laboratory “Immune Microenvironment and Immunotherapy”, Centre d’Immunologie et des Maladies Infectieuses (CIMI), Paris, France
- Laboratory “Immune Microenvironment and Immunotherapy”, Centre d’Immunologie et des Maladies Infectieuses (CIMI), Paris, France
| | - María Marcela Barrio
- Centro de Investigaciones Oncológicas, Fundación Cáncer (FUCA), Ciudad Autónoma de Buenos Aires (CABA), Argentina
| | - José Mordoh
- Laboratorio de Cancerología, Fundación Instituto Leloir, Ciudad Autónoma de Buenos Aires (CABA), Argentina
- Centro de Investigaciones Oncológicas, Fundación Cáncer (FUCA), Ciudad Autónoma de Buenos Aires (CABA), Argentina
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Lagebro V, Piersiala K, Petro M, Lapins J, Grybäck P, Margolin G, Kumlien Georén S, Cardell LO. A Novel Method Using Fine Needle Aspiration from Tumor-Draining Lymph Nodes Could Enable the Discovery of New Prognostic Markers in Patients with Cutaneous Squamous Cell Carcinoma. Cancers (Basel) 2023; 15:3297. [PMID: 37444407 PMCID: PMC10340690 DOI: 10.3390/cancers15133297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 06/15/2023] [Accepted: 06/20/2023] [Indexed: 07/15/2023] Open
Abstract
Cutaneous squamous cell cancer (cSCC) is the second most common form of skin cancer, characterized by abnormal, accelerated growth of squamous cells. When caught early, most cSCCs are curable. About 5 percent of the cSCC cases have advanced to such an extent, generally metastatic, that they are far more dangerous, with very poor prognosis and challenging to treat. All efforts to find biomarkers, in blood or in the tumor itself, for early identification of patients with a risk for metastasis have so far failed. The present study describes a novel method that enables the identification of lymphocyte markers in tumor-draining lymph nodes. Six patients with advanced cSCC were analyzed using a combination of a sentinel lymph node biopsy (SLNB) protocol, fine needle aspiration (FNA), and flow cytometry. Immunological results from the sentinel nodes were combined with corresponding data from peripheral blood and unfixed tumor tissues. The result demonstrates a striking difference between the subsets of T-cells from the three compartments. Our interpretation of this first pilot study is that the ability to follow specific immunological markers on lymphocytes in tumor-draining lymph nodes will enable the identification of novel prognostic biomarkers not detectable in material from blood and tumor tissues.
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Affiliation(s)
- Vilma Lagebro
- Division of ENT Diseases, Department of Clinical Sciences, Intervention, and Technology, Karolinska Institutet, 171 77 Stockholm, Sweden
| | - Krzysztof Piersiala
- Division of ENT Diseases, Department of Clinical Sciences, Intervention, and Technology, Karolinska Institutet, 171 77 Stockholm, Sweden
- Department of Otorhinolaryngology, Karolinska University Hospital, 171 76 Stockholm, Sweden
| | - Marianne Petro
- Division of ENT Diseases, Department of Clinical Sciences, Intervention, and Technology, Karolinska Institutet, 171 77 Stockholm, Sweden
| | - Jan Lapins
- Department of Medical Medicine, Unit of Dermatology, Karolinska Institutet, 171 77 Stockholm, Sweden
| | - Per Grybäck
- Medical Radiation Physics and Nuclear Medicine, Karolinska University Hospital, 171 76 Stockholm, Sweden
- Department of Molecular Medicine and Surgery, Karolinska Institutet, 171 77 Stockholm, Sweden
| | - Gregori Margolin
- Division of ENT Diseases, Department of Clinical Sciences, Intervention, and Technology, Karolinska Institutet, 171 77 Stockholm, Sweden
- Department of Otorhinolaryngology, Karolinska University Hospital, 171 76 Stockholm, Sweden
- Medical Unit Head Neck, Lung and Skin Cancer, Karolinska University Hospital, 171 76 Stockholm, Sweden
| | - Susanna Kumlien Georén
- Division of ENT Diseases, Department of Clinical Sciences, Intervention, and Technology, Karolinska Institutet, 171 77 Stockholm, Sweden
- Department of Otorhinolaryngology, Karolinska University Hospital, 171 76 Stockholm, Sweden
| | - Lars-Olaf Cardell
- Division of ENT Diseases, Department of Clinical Sciences, Intervention, and Technology, Karolinska Institutet, 171 77 Stockholm, Sweden
- Department of Otorhinolaryngology, Karolinska University Hospital, 171 76 Stockholm, Sweden
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7
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Van de Sande B, Lee JS, Mutasa-Gottgens E, Naughton B, Bacon W, Manning J, Wang Y, Pollard J, Mendez M, Hill J, Kumar N, Cao X, Chen X, Khaladkar M, Wen J, Leach A, Ferran E. Applications of single-cell RNA sequencing in drug discovery and development. Nat Rev Drug Discov 2023; 22:496-520. [PMID: 37117846 PMCID: PMC10141847 DOI: 10.1038/s41573-023-00688-4] [Citation(s) in RCA: 33] [Impact Index Per Article: 33.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/10/2023] [Indexed: 04/30/2023]
Abstract
Single-cell technologies, particularly single-cell RNA sequencing (scRNA-seq) methods, together with associated computational tools and the growing availability of public data resources, are transforming drug discovery and development. New opportunities are emerging in target identification owing to improved disease understanding through cell subtyping, and highly multiplexed functional genomics screens incorporating scRNA-seq are enhancing target credentialling and prioritization. ScRNA-seq is also aiding the selection of relevant preclinical disease models and providing new insights into drug mechanisms of action. In clinical development, scRNA-seq can inform decision-making via improved biomarker identification for patient stratification and more precise monitoring of drug response and disease progression. Here, we illustrate how scRNA-seq methods are being applied in key steps in drug discovery and development, and discuss ongoing challenges for their implementation in the pharmaceutical industry.
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Affiliation(s)
| | | | | | - Bart Naughton
- Computational Neurobiology, Eisai, Cambridge, MA, USA
| | - Wendi Bacon
- EMBL-EBI, Wellcome Genome Campus, Hinxton, UK
- The Open University, Milton Keynes, UK
| | | | - Yong Wang
- Precision Bioinformatics, Prometheus Biosciences, San Diego, CA, USA
| | | | - Melissa Mendez
- Genomic Sciences, GlaxoSmithKline, Collegeville, PA, USA
| | - Jon Hill
- Global Computational Biology and Digital Sciences, Boehringer Ingelheim Pharmaceuticals Inc., Ridgefield, CT, USA
| | - Namit Kumar
- Informatics & Predictive Sciences, Bristol Myers Squibb, San Diego, CA, USA
| | - Xiaohong Cao
- Genomic Research Center, AbbVie Inc., Cambridge, MA, USA
| | - Xiao Chen
- Magnet Biomedicine, Cambridge, MA, USA
| | - Mugdha Khaladkar
- Human Genetics and Computational Biology, GlaxoSmithKline, Collegeville, PA, USA
| | - Ji Wen
- Oncology Research and Development Unit, Pfizer, La Jolla, CA, USA
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8
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Lund AW. Immune Potential Untapped: Leveraging the Lymphatic System for Cancer Immunotherapy. Cancer Immunol Res 2022; 10:1042-1046. [PMID: 35895021 PMCID: PMC9673990 DOI: 10.1158/2326-6066.cir-22-0266] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Revised: 05/31/2022] [Accepted: 06/24/2022] [Indexed: 11/16/2022]
Abstract
Over the past decade, our understanding of the role of the lymphatic vasculature in tumor progression has evolved from it being a passive participant, as a first step along Halsted's path of sequential metastasis, to a potentially active regulator of antitumor immune surveillance. These new data, however, seemingly support paradoxical predictions for cancer immunotherapy; on one hand that enhanced lymphatic involvement augments antitumor immune surveillance and on the other, drives immune evasion and metastasis. The potential to leverage lymphatic biology for the benefit of clinical immunotherapy, therefore, requires a mechanistic understanding of how the lymphatic vasculature interacts with functional immune responses during disease progression and in the context of relevant immunotherapy regimes. In this review, I dissect the promise and challenge of engaging the lymphatic system for therapy and suggest important avenues for future investigation and potential application. See related article, p. 1041.
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Affiliation(s)
- Amanda W. Lund
- The Ronald O. Perelman Department of Dermatology, NYU Grossman School of Medicine, New York, New York.,Department of Pathology, NYU Grossman School of Medicine, New York, New York.,Laura and Isaac Perlmutter Cancer Center, NYU Grossman School of Medicine, New York, New York
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