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Lee EJ, Suh M, Choi H, Choi Y, Hwang DW, Bae S, Lee DS. Spatial transcriptomic brain imaging reveals the effects of immunomodulation therapy on specific regional brain cells in a mouse dementia model. BMC Genomics 2024; 25:516. [PMID: 38796425 PMCID: PMC11128132 DOI: 10.1186/s12864-024-10434-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2024] [Accepted: 05/20/2024] [Indexed: 05/28/2024] Open
Abstract
Increasing evidence of brain-immune crosstalk raises expectations for the efficacy of novel immunotherapies in Alzheimer's disease (AD), but the lack of methods to examine brain tissues makes it difficult to evaluate therapeutics. Here, we investigated the changes in spatial transcriptomic signatures and brain cell types using the 10x Genomics Visium platform in immune-modulated AD models after various treatments. To proceed with an analysis suitable for barcode-based spatial transcriptomics, we first organized a workflow for segmentation of neuroanatomical regions, establishment of appropriate gene combinations, and comprehensive review of altered brain cell signatures. Ultimately, we investigated spatial transcriptomic changes following administration of immunomodulators, NK cell supplements and an anti-CD4 antibody, which ameliorated behavior impairment, and designated brain cells and regions showing probable associations with behavior changes. We provided the customized analytic pipeline into an application named STquantool. Thus, we anticipate that our approach can help researchers interpret the real action of drug candidates by simultaneously investigating the dynamics of all transcripts for the development of novel AD therapeutics.
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Affiliation(s)
- Eun Ji Lee
- Department of Nuclear Medicine, Seoul National University College of Medicine, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea
- Department of Molecular Medicine and Biopharmaceutical Sciences, Graduate School of Convergence Science and Technology, Seoul National University, Seoul, Republic of Korea
| | - Minseok Suh
- Department of Nuclear Medicine, Seoul National University College of Medicine, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea
- Department of Nuclear Medicine, Seoul National University Hospital, Seoul, Republic of Korea
- Institute of Radiation Medicine, Medical Research Center, Seoul National University, 103 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea
| | - Hongyoon Choi
- Department of Nuclear Medicine, Seoul National University College of Medicine, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea
- Department of Nuclear Medicine, Seoul National University Hospital, Seoul, Republic of Korea
| | - Yoori Choi
- Department of Nuclear Medicine, Seoul National University College of Medicine, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea
- Cliniclal Research Institute, Seoul National University Hospital, Seoul, Republic of Korea
| | - Do Won Hwang
- Research and Development Center, THERABEST Inc., Seocho-daero 40-gil, Seoul, 06657, Republic of Korea
| | - Sungwoo Bae
- Department of Nuclear Medicine, Seoul National University College of Medicine, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea.
- Department of Nuclear Medicine, Seoul National University Hospital, Seoul, Republic of Korea.
- Institute of Radiation Medicine, Medical Research Center, Seoul National University, 103 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea.
| | - Dong Soo Lee
- Department of Nuclear Medicine, Seoul National University College of Medicine, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea.
- Department of Molecular Medicine and Biopharmaceutical Sciences, Graduate School of Convergence Science and Technology, Seoul National University, Seoul, Republic of Korea.
- Department of Nuclear Medicine, Seoul National University Hospital, Seoul, Republic of Korea.
- Institute of Radiation Medicine, Medical Research Center, Seoul National University, 103 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea.
- Medical Science and Engineering, School of Convergence Science and Technology, POSTECH, Pohang, Republic of Korea.
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Fernando N, Sciumè G, O'Shea JJ, Shih HY. Multi-Dimensional Gene Regulation in Innate and Adaptive Lymphocytes: A View From Regulomes. Front Immunol 2021; 12:655590. [PMID: 33841440 PMCID: PMC8034253 DOI: 10.3389/fimmu.2021.655590] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Accepted: 03/09/2021] [Indexed: 12/24/2022] Open
Abstract
The precise control of cytokine production by innate lymphoid cells (ILCs) and their T cell adaptive system counterparts is critical to mounting a proper host defense immune response without inducing collateral damage and autoimmunity. Unlike T cells that differentiate into functionally divergent subsets upon antigen recognition, ILCs are developmentally programmed to rapidly respond to environmental signals in a polarized manner, without the need of T cell receptor (TCR) signaling. The specification of cytokine production relies on dynamic regulation of cis-regulatory elements that involve multi-dimensional epigenetic mechanisms, including DNA methylation, transcription factor binding, histone modification and DNA-DNA interactions that form chromatin loops. How these different layers of gene regulation coordinate with each other to fine tune cytokine production, and whether ILCs and their T cell analogs utilize the same regulatory strategy, remain largely unknown. Herein, we review the molecular mechanisms that underlie cell identity and functionality of helper T cells and ILCs, focusing on networks of transcription factors and cis-regulatory elements. We discuss how higher-order chromatin architecture orchestrates these components to construct lineage- and state-specific regulomes that support ordered immunoregulation.
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Affiliation(s)
- Nilisha Fernando
- Neuro-Immune Regulome Unit, National Eye Institute, National Institutes of Health, Bethesda, MD, United States
| | - Giuseppe Sciumè
- Laboratory Affiliated to Istituto Pasteur Italia - Fondazione Cenci-Bolognetti, Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
| | - John J O'Shea
- Lymphocyte Cell Biology Section, Molecular Immunology and Inflammation Branch, National Institute of Arthritis, Musculoskeletal and Skin Diseases, National Institutes of Health, Bethesda, MD, United States
| | - Han-Yu Shih
- Neuro-Immune Regulome Unit, National Eye Institute, National Institutes of Health, Bethesda, MD, United States.,National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, United States
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Huang Q, Jacquelot N, Preaudet A, Hediyeh-zadeh S, Souza-Fonseca-Guimaraes F, McKenzie ANJ, Hansbro PM, Davis MJ, Mielke LA, Putoczki TL, Belz GT. Type 2 Innate Lymphoid Cells Protect against Colorectal Cancer Progression and Predict Improved Patient Survival. Cancers (Basel) 2021; 13:559. [PMID: 33535624 PMCID: PMC7867134 DOI: 10.3390/cancers13030559] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Revised: 01/25/2021] [Accepted: 01/27/2021] [Indexed: 12/30/2022] Open
Abstract
Chronic inflammation of the gastrointestinal (GI) tract contributes to colorectal cancer (CRC) progression. While the role of adaptive T cells in CRC is now well established, the role of innate immune cells, specifically innate lymphoid cells (ILCs), is not well understood. To define the role of ILCs in CRC we employed complementary heterotopic and chemically-induced CRC mouse models. We discovered that ILCs were abundant in CRC tumours and contributed to anti-tumour immunity. We focused on ILC2 and showed that ILC2-deficient mice developed a higher tumour burden compared with littermate wild-type controls. We generated an ILC2 gene signature and using machine learning models revealed that CRC patients with a high intratumor ILC2 gene signature had a favourable clinical prognosis. Collectively, our results highlight a critical role for ILC2 in CRC, suggesting a potential new avenue to improve clinical outcomes through ILC2-agonist based therapeutic approaches.
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Affiliation(s)
- Qiutong Huang
- Walter and Eliza Hall Institute of Medical Research, Parkville, Melbourne 3052, Australia; (Q.H.); (N.J.); (A.P.); (S.H.-z.); (M.J.D.); (L.A.M.); (T.L.P.)
- Department of Medical Biology, University of Melbourne, Parkville, Melbourne 3010, Australia
| | - Nicolas Jacquelot
- Walter and Eliza Hall Institute of Medical Research, Parkville, Melbourne 3052, Australia; (Q.H.); (N.J.); (A.P.); (S.H.-z.); (M.J.D.); (L.A.M.); (T.L.P.)
- Department of Medical Biology, University of Melbourne, Parkville, Melbourne 3010, Australia
| | - Adele Preaudet
- Walter and Eliza Hall Institute of Medical Research, Parkville, Melbourne 3052, Australia; (Q.H.); (N.J.); (A.P.); (S.H.-z.); (M.J.D.); (L.A.M.); (T.L.P.)
- Department of Medical Biology, University of Melbourne, Parkville, Melbourne 3010, Australia
| | - Soroor Hediyeh-zadeh
- Walter and Eliza Hall Institute of Medical Research, Parkville, Melbourne 3052, Australia; (Q.H.); (N.J.); (A.P.); (S.H.-z.); (M.J.D.); (L.A.M.); (T.L.P.)
- Department of Medical Biology, University of Melbourne, Parkville, Melbourne 3010, Australia
| | | | | | - Philip M. Hansbro
- Center for Inflammation, Centenary Institute and the School of Life Sciences, University of Technology Sydney, Sydney 2050, Australia;
| | - Melissa J. Davis
- Walter and Eliza Hall Institute of Medical Research, Parkville, Melbourne 3052, Australia; (Q.H.); (N.J.); (A.P.); (S.H.-z.); (M.J.D.); (L.A.M.); (T.L.P.)
- Department of Medical Biology, University of Melbourne, Parkville, Melbourne 3010, Australia
- Department of Clinical Pathology, University of Melbourne, Parkville, Melbourne 3010, Australia
| | - Lisa A. Mielke
- Walter and Eliza Hall Institute of Medical Research, Parkville, Melbourne 3052, Australia; (Q.H.); (N.J.); (A.P.); (S.H.-z.); (M.J.D.); (L.A.M.); (T.L.P.)
- Olivia Newton-John Cancer Research Institute, La Trobe University School of Cancer Medicine, Heidelberg 3084, Australia
| | - Tracy L. Putoczki
- Walter and Eliza Hall Institute of Medical Research, Parkville, Melbourne 3052, Australia; (Q.H.); (N.J.); (A.P.); (S.H.-z.); (M.J.D.); (L.A.M.); (T.L.P.)
- Department of Medical Biology, University of Melbourne, Parkville, Melbourne 3010, Australia
| | - Gabrielle T. Belz
- Walter and Eliza Hall Institute of Medical Research, Parkville, Melbourne 3052, Australia; (Q.H.); (N.J.); (A.P.); (S.H.-z.); (M.J.D.); (L.A.M.); (T.L.P.)
- Department of Medical Biology, University of Melbourne, Parkville, Melbourne 3010, Australia
- The University of Queensland Diamantina Institute, 37 Kent Street, Woolloongabba, Brisbane 4102, Australia;
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Dobson GP, Biros E, Letson HL, Morris JL. Living in a Hostile World: Inflammation, New Drug Development, and Coronavirus. Front Immunol 2021; 11:610131. [PMID: 33552070 PMCID: PMC7862725 DOI: 10.3389/fimmu.2020.610131] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Accepted: 11/25/2020] [Indexed: 12/14/2022] Open
Abstract
We present a brief history of the immune response and show that Metchnikoff's theory of inflammation and phagocytotic defense was largely ignored in the 20th century. For decades, the immune response was believed to be triggered centrally, until Lafferty and Cunningham proposed the initiating signal came from the tissues. This shift opened the way for Janeway's pattern recognition receptor theory, and Matzinger's danger model. All models failed to appreciate that without inflammation, there can be no immune response. The situation changed in the 1990s when cytokine biology was rapidly advancing, and the immune system's role expanded from host defense, to the maintenance of host health. An inflammatory environment, produced by immune cells themselves, was now recognized as mandatory for their attack, removal and repair functions after an infection or injury. We explore the cellular programs of the immune response, and the role played by cytokines and other mediators to tailor the right response, at the right time. Normally, the immune response is robust, self-limiting and restorative. However, when the antigen load or trauma exceeds the body's internal tolerances, as witnessed in some COVID-19 patients, excessive inflammation can lead to increased sympathetic outflows, cardiac dysfunction, coagulopathy, endothelial and metabolic dysfunction, multiple organ failure and death. Currently, there are few drug therapies to reduce excessive inflammation and immune dysfunction. We have been developing an intravenous (IV) fluid therapy comprising adenosine, lidocaine and Mg2+ (ALM) that confers a survival advantage by preventing excessive inflammation initiated by sepsis, endotoxemia and sterile trauma. The multi-pronged protection appears to be unique and may provide a tool to examine the intersection points in the immune response to infection or injury, and possible ways to prevent secondary tissue damage, such as that reported in patients with COVID-19.
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Affiliation(s)
- Geoffrey P. Dobson
- Heart, Trauma and Sepsis Research Laboratory, College of Medicine and Dentistry, James Cook University, Townsville, QLD, Australia
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Rudensky AY. Editorial overview: The value of commitment in the lymphocyte world. Curr Opin Immunol 2019; 58:v-vii. [PMID: 31279359 DOI: 10.1016/j.coi.2019.06.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Alexander Y Rudensky
- Howard Hughes Medical Institute and Immunology Program at Sloan Kettering Institute, and Ludwig Center for Cancer Immunotherapy, Memorial Sloan Kettering Cancer Center, New York, NY, United States.
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