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Zhang L, Li J, Zhang Q, Gao J, Zhao K, Asai Y, Hu Z, Gao H. An Integrative analysis of single-cell RNA-seq, transcriptome and Mendelian randomization for the Identification and validation of NAD + Metabolism-Related biomarkers in ulcerative colitis. Int Immunopharmacol 2025; 145:113765. [PMID: 39647286 DOI: 10.1016/j.intimp.2024.113765] [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: 06/10/2024] [Revised: 11/25/2024] [Accepted: 11/30/2024] [Indexed: 12/10/2024]
Abstract
Ulcerative colitis (UC) is a chronic and refractory inflammatory disease of the colon and rectum. This study utilized bioinformatics methods to explore the potential of Nicotinamide adenine dinucleotide (NAD+) metabolism-related genes (NMRGs) as key genes in UC. Using the GSE87466 dataset, differentially expressed NMRGs were identified through differential expression analysis, weighted gene co-expression network analysis (WGCNA), and NMRG scoring. These NMRGs were used as exposure factors, with UC as the outcome, to identify causal candidate genes through Mendelian randomization (MR) analysis. Key genes were further validated as biomarkers using machine learning and expression validation in external datasets (GSE75214, GSE224758). A nomogram based on the expression levels of these biomarkers was constructed to predict UC risk, and the biomarkers' expression was validated through real-time quantitative polymerase chain reaction (RT-qPCR). Subsequently, signaling pathway analysis, enrichment analysis, immune infiltration analysis, and drug prediction were conducted to comprehensively understand the biological roles of the key genes in the human body. Single-cell (GSE116222) and spatial transcriptomic analyses (GSE189184) revealed the expression patterns of these key genes in specific cell types. NCF2, IL1B, S100A8, and SLC26A2 were identified as biomarkers, with NCF2 and IL1B serving as protective factors and S100A8 and SLC26A2 as risk factors for UC. The nomogram based on these biomarkers demonstrated strong predictive value. Functional analysis revealed significant IL1B, NCF2, and S100A8 enrichment in pathways such as IL-4 and IL-13 signaling, while SLC26A2 was strongly associated with respiratory electron transport. Significant differences in immune cells, such as macrophages and neutrophils, were also observed. Single-cell analysis showed high expression of NCF2, IL1B, and S100A8 in monocytes, while SLC26A2 was primarily expressed in epithelial cells, intestinal epithelial cells, and mast cells. Overall, these findings reveal the roles of NMRGs, providing valuable insights into the diagnosis and treatment of UC patients.
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Affiliation(s)
- Longxiang Zhang
- The First Affiliated Hospital of Xinjiang Medical University, Urumqi 830000, Xinjiang, China
| | - Jian Li
- The First Affiliated Hospital of Xinjiang Medical University, Urumqi 830000, Xinjiang, China
| | - Qiqi Zhang
- The First Affiliated Hospital of Xinjiang Medical University, Urumqi 830000, Xinjiang, China
| | - Jianshu Gao
- The First Affiliated Hospital of Xinjiang Medical University, Urumqi 830000, Xinjiang, China
| | - Keke Zhao
- The First Affiliated Hospital of Xinjiang Medical University, Urumqi 830000, Xinjiang, China
| | - Yersen Asai
- The First Affiliated Hospital of Xinjiang Medical University, Urumqi 830000, Xinjiang, China
| | - Ziying Hu
- The First Affiliated Hospital of Xinjiang Medical University, Urumqi 830000, Xinjiang, China
| | - Hongliang Gao
- The First Affiliated Hospital of Xinjiang Medical University, Urumqi 830000, Xinjiang, China.
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Zhou J, Ge Q, Wang D, Guo Q, Tao Y. Engineering a modular double-transmembrane synthetic receptor system for customizing cellular programs. Cell Rep 2023; 42:112385. [PMID: 37043348 DOI: 10.1016/j.celrep.2023.112385] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2022] [Revised: 02/21/2023] [Accepted: 03/28/2023] [Indexed: 04/13/2023] Open
Abstract
Implementation of designer receptors in engineered cells confers them to sense a particular physiological or disease state and respond with user-defined programs. To expand the therapeutic application scope of engineered cells, synthetic receptors realized through different strategies are in great demand. Here, we develop a synthetic receptor system that exerts dual control by incorporating two transmembrane helices for the signal chain. Together with a sensor-actuator device with minimal background signals and a positive loop circuit, this receptor system can sensitively respond to extracellular protein signals. We demonstrate that this synthetic receptor system can be readily adapted to respond to various inputs, such as interleukin-1 (IL-1), programmed death ligand 1 (PD-L1), and HER2, and release customized outputs, including fluorescence signals and the therapeutic molecule IL-2. The robust signaling ability and generality of this receptor system promise it to be a useful tool in the field of cell engineering for fundamental research and translational applications.
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Affiliation(s)
- Jingru Zhou
- Department of Laboratory Medicine, The First Affiliated Hospital of USTC, MOE Key Laboratory for Membraneless Organelles and Cellular Dynamics, Hefei National Center for Cross-disciplinary Sciences, Biomedical Sciences and Health Laboratory of Anhui Province, School of Life Sciences, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230027, P.R. China
| | - Qiangqiang Ge
- Department of Laboratory Medicine, The First Affiliated Hospital of USTC, MOE Key Laboratory for Membraneless Organelles and Cellular Dynamics, Hefei National Center for Cross-disciplinary Sciences, Biomedical Sciences and Health Laboratory of Anhui Province, School of Life Sciences, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230027, P.R. China
| | - Dandan Wang
- Department of Laboratory Medicine, The First Affiliated Hospital of USTC, MOE Key Laboratory for Membraneless Organelles and Cellular Dynamics, Hefei National Center for Cross-disciplinary Sciences, Biomedical Sciences and Health Laboratory of Anhui Province, School of Life Sciences, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230027, P.R. China
| | - Qiong Guo
- Department of Laboratory Medicine, The First Affiliated Hospital of USTC, MOE Key Laboratory for Membraneless Organelles and Cellular Dynamics, Hefei National Center for Cross-disciplinary Sciences, Biomedical Sciences and Health Laboratory of Anhui Province, School of Life Sciences, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230027, P.R. China.
| | - Yuyong Tao
- Department of Laboratory Medicine, The First Affiliated Hospital of USTC, MOE Key Laboratory for Membraneless Organelles and Cellular Dynamics, Hefei National Center for Cross-disciplinary Sciences, Biomedical Sciences and Health Laboratory of Anhui Province, School of Life Sciences, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230027, P.R. China.
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Ratitong B, Marshall ME, Dragan MA, Anunciado CM, Abbondante S, Pearlman E. Differential Roles for IL-1α and IL-1β in Pseudomonas aeruginosa Corneal Infection. JOURNAL OF IMMUNOLOGY (BALTIMORE, MD. : 1950) 2022; 209:548-558. [PMID: 35851538 PMCID: PMC9922050 DOI: 10.4049/jimmunol.2200110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Accepted: 05/19/2022] [Indexed: 01/04/2023]
Abstract
Pseudomonas aeruginosa is an important cause of dermal, pulmonary, and ocular disease. Our studies have focused on P. aeruginosa infections of the cornea (keratitis) as a major cause of blinding microbial infections. The infection leads to an influx of innate immune cells, with neutrophils making up to 90% of recruited cells during early stages. We previously reported that the proinflammatory cytokines IL-1α and IL-1β were elevated during infection. Compared with wild-type (WT), infected Il1b-/- mice developed more severe corneal disease that is associated with impaired bacterial killing as a result of defective neutrophil recruitment. We also reported that neutrophils are an important source of IL-1α and IL-1β, which peaked at 24 h postinfection. To examine the role of IL-1α compared with IL-1β in P. aeruginosa keratitis, we inoculated corneas of C57BL/6 (WT), Il1a-/-, Il1b-/-, and Il1a-/-Il1b-/- (double-knockout) mice with 5 × 104 ExoS-expressing P. aeruginosa. Il1b-/- and double-knockout mice have significantly higher bacterial burden that was consistent with delayed neutrophil and monocyte recruitment to the corneas. Surprisingly, Il1a-/- mice had the opposite phenotype with enhanced bacteria clearance compared with WT mice. Although there were no significant differences in neutrophil recruitment, Il1a-/- neutrophils displayed a more proinflammatory transcriptomic profile compared to WT with elevations in C1q expression that likely caused the phenotypic differences observed. To our knowledge, our findings identify a novel, non-redundant role for IL-1α in impairing bacterial clearance.
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Affiliation(s)
- Bridget Ratitong
- Department of Physiology and Biophysics, University of California, Irvine, Irvine, CA
- Institute for Immunology, University of California, Irvine, Irvine, CA
| | - Michaela E Marshall
- Department of Ophthalmology, University of California, Irvine, Irvine, CA; and
| | - Morgan A Dragan
- Institute for Immunology, University of California, Irvine, Irvine, CA
- Department of Biological Chemistry, University of California, Irvine, Irvine, CA
| | - Charissa M Anunciado
- Department of Physiology and Biophysics, University of California, Irvine, Irvine, CA
| | - Serena Abbondante
- Department of Ophthalmology, University of California, Irvine, Irvine, CA; and
| | - Eric Pearlman
- Department of Physiology and Biophysics, University of California, Irvine, Irvine, CA
- Institute for Immunology, University of California, Irvine, Irvine, CA
- Department of Ophthalmology, University of California, Irvine, Irvine, CA; and
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Li T, Gao L, Zhang B, Nie G, Xie Z, Zhang H, Ågren H. Material-based engineering of bacteria for cancer diagnosis and therapy. APPLIED MATERIALS TODAY 2021; 25:101212. [DOI: 10.1016/j.apmt.2021.101212] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
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