1
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Lakshmanan M, Chia S, Pang KT, Sim LC, Teo G, Mak SY, Chen S, Lim HL, Lee AP, Bin Mahfut F, Ng SK, Yang Y, Soh A, Tan AHM, Choo A, Ho YS, Nguyen-Khuong T, Walsh I. Antibody glycan quality predicted from CHO cell culture media markers and machine learning. Comput Struct Biotechnol J 2024; 23:2497-2506. [PMID: 38966680 PMCID: PMC11222931 DOI: 10.1016/j.csbj.2024.05.046] [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: 02/19/2024] [Revised: 05/22/2024] [Accepted: 05/28/2024] [Indexed: 07/06/2024] Open
Abstract
N-glycosylation can have a profound effect on the quality of mAb therapeutics. In biomanufacturing, one of the ways to influence N-glycosylation patterns is by altering the media used to grow mAb cell expression systems. Here, we explore the potential of machine learning (ML) to forecast the abundances of N-glycan types based on variables related to the growth media. The ML models exploit a dataset consisting of detailed glycomic characterisation of Anti-HER fed-batch bioreactor cell cultures measured daily under 12 different culture conditions, such as changes in levels of dissolved oxygen, pH, temperature, and the use of two different commercially available media. By performing spent media quantitation and subsequent calculation of pseudo cell consumption rates (termed media markers) as inputs to the ML model, we were able to demonstrate a small subset of media markers (18 selected out of 167 mass spectrometry peaks) in a Chinese Hamster Ovary (CHO) cell cultures are important to model N-glycan relative abundances (Regression - correlations between 0.80-0.92; Classification - AUC between 75.0-97.2). The performances suggest the ML models can infer N-glycan critical quality attributes from extracellular media as a proxy. Given its accuracy, we envisage its potential applications in biomaufactucuring, especially in areas of process development, downstream and upstream bioprocessing.
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Affiliation(s)
- Meiyappan Lakshmanan
- Bioprocessing Technology Institute (BTI), Agency for Science, Technology and Research (A⁎STAR), 20 Biopolis Way, #06–01 Centros, Singapore 138668, Republic of Singapore
- Department of Biotechnology, Bhupat and Jyoti Mehta School of Biosciences, Indian Institute of Technology Madras, India
- Centre for Integrative Biology and Systems medicinE (IBSE), Indian Institute of Technology Madras, India
- Robert Bosch Centre for Data Science and AI (RBCDSAI), Indian Institute of Technology Madras, India
| | - Sean Chia
- Bioprocessing Technology Institute (BTI), Agency for Science, Technology and Research (A⁎STAR), 20 Biopolis Way, #06–01 Centros, Singapore 138668, Republic of Singapore
| | - Kuin Tian Pang
- Bioprocessing Technology Institute (BTI), Agency for Science, Technology and Research (A⁎STAR), 20 Biopolis Way, #06–01 Centros, Singapore 138668, Republic of Singapore
| | - Lyn Chiin Sim
- Bioprocessing Technology Institute (BTI), Agency for Science, Technology and Research (A⁎STAR), 20 Biopolis Way, #06–01 Centros, Singapore 138668, Republic of Singapore
| | - Gavin Teo
- Bioprocessing Technology Institute (BTI), Agency for Science, Technology and Research (A⁎STAR), 20 Biopolis Way, #06–01 Centros, Singapore 138668, Republic of Singapore
| | - Shi Ya Mak
- Bioprocessing Technology Institute (BTI), Agency for Science, Technology and Research (A⁎STAR), 20 Biopolis Way, #06–01 Centros, Singapore 138668, Republic of Singapore
| | - Shuwen Chen
- Bioprocessing Technology Institute (BTI), Agency for Science, Technology and Research (A⁎STAR), 20 Biopolis Way, #06–01 Centros, Singapore 138668, Republic of Singapore
| | - Hsueh Lee Lim
- Bioprocessing Technology Institute (BTI), Agency for Science, Technology and Research (A⁎STAR), 20 Biopolis Way, #06–01 Centros, Singapore 138668, Republic of Singapore
| | - Alison P. Lee
- Bioprocessing Technology Institute (BTI), Agency for Science, Technology and Research (A⁎STAR), 20 Biopolis Way, #06–01 Centros, Singapore 138668, Republic of Singapore
| | - Farouq Bin Mahfut
- Bioprocessing Technology Institute (BTI), Agency for Science, Technology and Research (A⁎STAR), 20 Biopolis Way, #06–01 Centros, Singapore 138668, Republic of Singapore
| | - Say Kong Ng
- Bioprocessing Technology Institute (BTI), Agency for Science, Technology and Research (A⁎STAR), 20 Biopolis Way, #06–01 Centros, Singapore 138668, Republic of Singapore
| | - Yuansheng Yang
- Bioprocessing Technology Institute (BTI), Agency for Science, Technology and Research (A⁎STAR), 20 Biopolis Way, #06–01 Centros, Singapore 138668, Republic of Singapore
| | - Annie Soh
- Bioprocessing Technology Institute (BTI), Agency for Science, Technology and Research (A⁎STAR), 20 Biopolis Way, #06–01 Centros, Singapore 138668, Republic of Singapore
| | - Andy Hee-Meng Tan
- Bioprocessing Technology Institute (BTI), Agency for Science, Technology and Research (A⁎STAR), 20 Biopolis Way, #06–01 Centros, Singapore 138668, Republic of Singapore
| | - Andre Choo
- Bioprocessing Technology Institute (BTI), Agency for Science, Technology and Research (A⁎STAR), 20 Biopolis Way, #06–01 Centros, Singapore 138668, Republic of Singapore
| | - Ying Swan Ho
- Bioprocessing Technology Institute (BTI), Agency for Science, Technology and Research (A⁎STAR), 20 Biopolis Way, #06–01 Centros, Singapore 138668, Republic of Singapore
| | - Terry Nguyen-Khuong
- Bioprocessing Technology Institute (BTI), Agency for Science, Technology and Research (A⁎STAR), 20 Biopolis Way, #06–01 Centros, Singapore 138668, Republic of Singapore
| | - Ian Walsh
- Bioprocessing Technology Institute (BTI), Agency for Science, Technology and Research (A⁎STAR), 20 Biopolis Way, #06–01 Centros, Singapore 138668, Republic of Singapore
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2
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Peeters R, Jellusova J. Lipid metabolism in B cell biology. Mol Oncol 2024; 18:1795-1813. [PMID: 38013654 PMCID: PMC11223608 DOI: 10.1002/1878-0261.13560] [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: 08/03/2023] [Revised: 10/30/2023] [Accepted: 11/24/2023] [Indexed: 11/29/2023] Open
Abstract
In recent years, the field of immunometabolism has solidified its position as a prominent area of investigation within the realm of immunological research. An expanding body of scientific literature has unveiled the intricate interplay between energy homeostasis, signalling molecules, and metabolites in relation to fundamental aspects of our immune cells. It is now widely accepted that disruptions in metabolic equilibrium can give rise to a myriad of pathological conditions, ranging from autoimmune disorders to cancer. Emerging evidence, although sometimes fragmented and anecdotal, has highlighted the indispensable role of lipids in modulating the behaviour of immune cells, including B cells. In light of these findings, this review aims to provide a comprehensive overview of the current state of knowledge regarding lipid metabolism in the context of B cell biology.
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Affiliation(s)
- Rens Peeters
- School of Medicine and Health, Institute of Clinical Chemistry and PathobiochemistryTechnical University of MunichGermany
- TranslaTUM, Center for Translational Cancer ResearchTechnical University of MunichGermany
| | - Julia Jellusova
- School of Medicine and Health, Institute of Clinical Chemistry and PathobiochemistryTechnical University of MunichGermany
- TranslaTUM, Center for Translational Cancer ResearchTechnical University of MunichGermany
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3
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Li Y, Ruan GX, Chen W, Huang H, Zhang R, Wang J, Ouyang Y, Zhu Z, Meng L, Wang R, Huo J, Xu S, Ou X. The histone H2B ubiquitination regulator Wac is essential for plasma cell differentiation. FEBS Lett 2023; 597:1748-1760. [PMID: 37171241 DOI: 10.1002/1873-3468.14633] [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: 01/23/2023] [Revised: 04/25/2023] [Accepted: 04/25/2023] [Indexed: 05/13/2023]
Abstract
Naïve B cells become activated and differentiate into antibody-secreting plasma cells (PCs) when encountering antigens. Here, we reveal that the WW domain-containing adapter protein with coiled-coil (Wac), which is important for histone H2B ubiquitination (ubH2B), is essential for PC differentiation. We demonstrate that B cell-specific Wac knockout mice have severely compromised T cell-dependent and -independent antibody responses. PC differentiation is drastically compromised despite undisturbed germinal center B cell response in the mutant mice. We also observe a significant reduction in global ubH2B in Wac-deficient B cells, which is correlated with downregulated expression of some genes critical for cell metabolism. Thus, our findings demonstrate an essential role of Wac-mediated ubH2B in PC differentiation and shed light on the epigenetic mechanisms underlying this process.
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Affiliation(s)
- Yuxing Li
- School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Gui-Xin Ruan
- Medical School, Taizhou University, Zhejiang, China
| | - Wenjing Chen
- School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Hengjun Huang
- School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Rui Zhang
- School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Jing Wang
- School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Yu Ouyang
- School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Zhijian Zhu
- School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Limin Meng
- School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Ruisi Wang
- School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Jianxin Huo
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore City, Singapore
| | - Shengli Xu
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore City, Singapore
- Department of Physiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Xijun Ou
- School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
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4
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Tan I, Xu S, Huo J, Huang Y, Lim HH, Lam KP. Identification of a novel mitochondria-localized LKB1 variant required for the regulation of the oxidative stress response. J Biol Chem 2023; 299:104906. [PMID: 37302555 PMCID: PMC10404683 DOI: 10.1016/j.jbc.2023.104906] [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: 02/15/2023] [Revised: 05/31/2023] [Accepted: 06/01/2023] [Indexed: 06/13/2023] Open
Abstract
The tumor suppressor Liver Kinase B1 (LKB1) is a multifunctional serine/threonine protein kinase that regulates cell metabolism, polarity, and growth and is associated with Peutz-Jeghers Syndrome and cancer predisposition. The LKB1 gene comprises 10 exons and 9 introns. Three spliced LKB1 variants have been documented, and they reside mainly in the cytoplasm, although two possess a nuclear-localization sequence (NLS) and are able to shuttle into the nucleus. Here, we report the identification of a fourth and novel LKB1 isoform that is, interestingly, targeted to the mitochondria. We show that this mitochondria-localized LKB1 (mLKB1) is generated from alternative splicing in the 5' region of the transcript and translated from an alternative initiation codon encoded by a previously unknown exon 1b (131 bp) hidden within the long intron 1 of LKB1 gene. We found by replacing the N-terminal NLS of the canonical LKB1 isoform, the N-terminus of the alternatively spliced mLKB1 variant encodes a mitochondrial transit peptide that allows it to localize to the mitochondria. We further demonstrate that mLKB1 colocalizes histologically with mitochondria-resident ATP Synthase and NAD-dependent deacetylase sirtuin-3, mitochondrial (SIRT3) and that its expression is rapidly and transiently upregulated by oxidative stress. We conclude that this novel LKB1 isoform, mLKB1, plays a critical role in regulating mitochondrial metabolic activity and oxidative stress response.
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Affiliation(s)
- Ivan Tan
- Singapore Immunology Network (SIgN), Agency for Science, Technology and Research (A∗STAR), Singapore, Singapore
| | - Shengli Xu
- Singapore Immunology Network (SIgN), Agency for Science, Technology and Research (A∗STAR), Singapore, Singapore; Department of Physiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Jianxin Huo
- Singapore Immunology Network (SIgN), Agency for Science, Technology and Research (A∗STAR), Singapore, Singapore
| | - Yuhan Huang
- Singapore Immunology Network (SIgN), Agency for Science, Technology and Research (A∗STAR), Singapore, Singapore
| | - Hong-Hwa Lim
- Singapore Immunology Network (SIgN), Agency for Science, Technology and Research (A∗STAR), Singapore, Singapore; Institute of Molecular and Cell Biology, Agency for Science, Technology and Research, Singapore, Singapore
| | - Kong-Peng Lam
- Singapore Immunology Network (SIgN), Agency for Science, Technology and Research (A∗STAR), Singapore, Singapore; Department of Microbiology and Immunology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore; School of Biological Sciences, Nanyang Technological University, Singapore, Singapore.
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5
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Jellusova J. Germinal centers FAMished without TFAM. Nat Immunol 2023; 24:893-894. [PMID: 37106041 DOI: 10.1038/s41590-023-01507-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/29/2023]
Affiliation(s)
- Julia Jellusova
- Institute of Clinical Chemistry and Pathobiochemistry, School of Medicine, Klinikum rechts der Isar, Technical University Munich, Munich, Germany.
- TranslaTUM, Center for Translational Cancer Research, Technical University Munich, Munich, Germany.
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6
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Tang YY, Wang DC, Wang YQ, Huang AF, Xu WD. Emerging role of hypoxia-inducible factor-1α in inflammatory autoimmune diseases: A comprehensive review. Front Immunol 2023; 13:1073971. [PMID: 36761171 PMCID: PMC9905447 DOI: 10.3389/fimmu.2022.1073971] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Accepted: 12/13/2022] [Indexed: 01/26/2023] Open
Abstract
Hypoxia-inducible factor-1α (HIF-1α) is a primary metabolic sensor, and is expressed in different immune cells, such as macrophage, dendritic cell, neutrophil, T cell, and non-immune cells, for instance, synovial fibroblast, and islet β cell. HIF-1α signaling regulates cellular metabolism, triggering the release of inflammatory cytokines and inflammatory cells proliferation. It is known that microenvironment hypoxia, vascular proliferation, and impaired immunological balance are present in autoimmune diseases. To date, HIF-1α is recognized to be overexpressed in several inflammatory autoimmune diseases, such as systemic lupus erythematosus (SLE), rheumatoid arthritis, and function of HIF-1α is dysregulated in these diseases. In this review, we narrate the signaling pathway of HIF-1α and the possible immunopathological roles of HIF-1α in autoimmune diseases. The collected information will provide a theoretical basis for the familiarization and development of new clinical trials and treatment based on HIF-1α and inflammatory autoimmune disorders in the future.
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Affiliation(s)
- Yang-Yang Tang
- Department of Evidence-Based Medicine, Southwest Medical University, Luzhou, Sichuan, China
| | - Da-Cheng Wang
- Department of Evidence-Based Medicine, Southwest Medical University, Luzhou, Sichuan, China
| | - You-Qiang Wang
- Department of Laboratory Medicine, The Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou, Sichuan, China
| | - An-Fang Huang
- Department of Rheumatology and Immunology, Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
| | - Wang-Dong Xu
- Department of Evidence-Based Medicine, Southwest Medical University, Luzhou, Sichuan, China,*Correspondence: Wang-Dong Xu,
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7
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Huang H, Zhang G, Ruan GX, Li Y, Chen W, Zou J, Zhang R, Wang J, Ji SJ, Xu S, Ou X. Mettl14-Mediated m6A Modification Is Essential for Germinal Center B Cell Response. JOURNAL OF IMMUNOLOGY (BALTIMORE, MD. : 1950) 2022; 208:1924-1936. [PMID: 35365563 DOI: 10.4049/jimmunol.2101071] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Accepted: 02/07/2022] [Indexed: 12/25/2022]
Abstract
The germinal center (GC) response is essential for generating memory B and long-lived Ab-secreting plasma cells during the T cell-dependent immune response. In the GC, signals via the BCR and CD40 collaboratively promote the proliferation and positive selection of GC B cells expressing BCRs with high affinities for specific Ags. Although a complex gene transcriptional regulatory network is known to control the GC response, it remains elusive how the positive selection of GC B cells is modulated posttranscriptionally. In this study, we show that methyltransferase like 14 (Mettl14)-mediated methylation of adenosines at the position N 6 of mRNA (N 6-methyladenosine [m6A]) is essential for the GC B cell response in mice. Ablation of Mettl14 in B cells leads to compromised GC B cell proliferation and a defective Ab response. Interestingly, we unravel that Mettl14-mediated m6A regulates the expression of genes critical for positive selection and cell cycle regulation of GC B cells in a Ythdf2-dependent but Myc-independent manner. Furthermore, our study reveals that Mettl14-mediated m6A modification promotes mRNA decay of negative immune regulators, such as Lax1 and Tipe2, to upregulate genes requisite for GC B cell positive selection and proliferation. Thus, our findings suggest that Mettl14-mediated m6A modification plays an essential role in the GC B cell response.
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Affiliation(s)
- Hengjun Huang
- Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Gaopu Zhang
- Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Gui-Xin Ruan
- Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Yuxing Li
- Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Wenjing Chen
- Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Jia Zou
- Department of Computer Science and Engineering, College of Engineering, Southern University of Science and Technology, Shenzhen, China
| | - Rui Zhang
- Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Jing Wang
- Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Sheng-Jian Ji
- Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China;
| | - Shengli Xu
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore; and.,Department of Physiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Xijun Ou
- Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China;
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8
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Chicana B, Abbasizadeh N, Burns C, Taglinao H, Spencer JA, Manilay JO. Deletion of Vhl in Dmp1-Expressing Cells Causes Microenvironmental Impairment of B Cell Lymphopoiesis. Front Immunol 2022; 13:780945. [PMID: 35250971 PMCID: PMC8889104 DOI: 10.3389/fimmu.2022.780945] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Accepted: 01/11/2022] [Indexed: 12/25/2022] Open
Abstract
The contributions of skeletal cells to the processes of B cell development in the bone marrow (BM) have not been completely described. The von-Hippel Lindau protein (VHL) plays a key role in cellular responses to hypoxia. Previous work showed that Dmp1-Cre;Vhl conditional knockout mice (VhlcKO), which deletes Vhl in subsets of mesenchymal stem cells, late osteoblasts and osteocytes, display dysregulated bone growth and reduction in B cells. Here, we investigated the mechanisms underlying the B cell defects using flow cytometry and high-resolution imaging. In the VhlcKO BM, B cell progenitors were increased in frequency and number, whereas Hardy Fractions B-F were decreased. VhlcKO Fractions B-C cells showed increased apoptosis and quiescence. Reciprocal BM chimeras confirmed a B cell-extrinsic source of the VhlcKO B cell defects. In support of this, VhlcKO BM supernatant contained reduced CXCL12 and elevated EPO levels. Intravital and ex vivo imaging revealed VhlcKO BM blood vessels with increased diameter, volume, and a diminished blood-BM barrier. Staining of VhlcKO B cells with an intracellular hypoxic marker indicated the natural existence of distinct B cell microenvironments that differ in local oxygen tensions and that the B cell developmental defects in VhlcKO BM are not initiated by hypoxia. Our studies identify novel mechanisms linking altered bone homeostasis with drastic BM microenvironmental changes that dysregulate B cell development.
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Affiliation(s)
- Betsabel Chicana
- Department of Molecular and Cell Biology, School of Natural Sciences, University of California, Merced, Merced, CA, United States.,Quantitative and Systems Biology Graduate Program, University of California, Merced, Merced, CA, United States
| | - Nastaran Abbasizadeh
- Quantitative and Systems Biology Graduate Program, University of California, Merced, Merced, CA, United States.,Department of Bioengineering, School of Engineering, University of California, Merced, Merced, CA, United States
| | - Christian Burns
- Quantitative and Systems Biology Graduate Program, University of California, Merced, Merced, CA, United States.,Department of Bioengineering, School of Engineering, University of California, Merced, Merced, CA, United States
| | - Hanna Taglinao
- Department of Molecular and Cell Biology, School of Natural Sciences, University of California, Merced, Merced, CA, United States
| | - Joel A Spencer
- Quantitative and Systems Biology Graduate Program, University of California, Merced, Merced, CA, United States.,Department of Bioengineering, School of Engineering, University of California, Merced, Merced, CA, United States.,Bioengineering Graduate Program, University of California, Merced, Merced, CA, United States
| | - Jennifer O Manilay
- Department of Molecular and Cell Biology, School of Natural Sciences, University of California, Merced, Merced, CA, United States.,Quantitative and Systems Biology Graduate Program, University of California, Merced, Merced, CA, United States
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9
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Boothby MR, Brookens SK, Raybuck AL, Cho SH. Supplying the trip to antibody production-nutrients, signaling, and the programming of cellular metabolism in the mature B lineage. Cell Mol Immunol 2022; 19:352-369. [PMID: 34782762 PMCID: PMC8591438 DOI: 10.1038/s41423-021-00782-w] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Accepted: 09/16/2021] [Indexed: 12/26/2022] Open
Abstract
The COVID pandemic has refreshed and expanded recognition of the vital role that sustained antibody (Ab) secretion plays in our immune defenses against microbes and of the importance of vaccines that elicit Ab protection against infection. With this backdrop, it is especially timely to review aspects of the molecular programming that govern how the cells that secrete Abs arise, persist, and meet the challenge of secreting vast amounts of these glycoproteins. Whereas plasmablasts and plasma cells (PCs) are the primary sources of secreted Abs, the process leading to the existence of these cell types starts with naive B lymphocytes that proliferate and differentiate toward several potential fates. At each step, cells reside in specific microenvironments in which they not only receive signals from cytokines and other cell surface receptors but also draw on the interstitium for nutrients. Nutrients in turn influence flux through intermediary metabolism and sensor enzymes that regulate gene transcription, translation, and metabolism. This review will focus on nutrient supply and how sensor mechanisms influence distinct cellular stages that lead to PCs and their adaptations as factories dedicated to Ab secretion. Salient findings of this group and others, sometimes exhibiting differences, will be summarized with regard to the journey to a distinctive metabolic program in PCs.
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Affiliation(s)
- Mark R Boothby
- Department of Pathology, Microbiology & Immunology, Molecular Pathogenesis Division, Vanderbilt University Medical Center, Nashville, TN, 37232, USA.
- Department of Medicine, Rheumatology & Immunology Division, Vanderbilt University Medical Center, Nashville, TN, 37232, USA.
- Cancer Biology Program, Vanderbilt University, Nashville, TN, 37232, USA.
- Vanderbilt Institute of Infection, Inflammation, and Immunology, Nashville, TN, 37232, USA.
| | - Shawna K Brookens
- Department of Pathology, Microbiology & Immunology, Molecular Pathogenesis Division, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
- Cancer Biology Program, Vanderbilt University, Nashville, TN, 37232, USA
| | - Ariel L Raybuck
- Department of Pathology, Microbiology & Immunology, Molecular Pathogenesis Division, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
| | - Sung Hoon Cho
- Department of Pathology, Microbiology & Immunology, Molecular Pathogenesis Division, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
- Vanderbilt Institute of Infection, Inflammation, and Immunology, Nashville, TN, 37232, USA
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10
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Ruan GX, Li Y, Chen W, Huang H, Zhang R, Chen C, Lam KP, Xu S, Ou X. The spliceosome component Usp39 controls B cell development by regulating immunoglobulin gene rearrangement. Cell Rep 2022; 38:110338. [PMID: 35139388 DOI: 10.1016/j.celrep.2022.110338] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Revised: 11/18/2021] [Accepted: 01/13/2022] [Indexed: 12/17/2022] Open
Abstract
The spliceosome is a large ribonucleoprotein complex responsible for pre-mRNA splicing and genome stability maintenance. Disruption of the spliceosome activity may lead to developmental disorders and tumorigenesis. However, the physiological role that the spliceosome plays in B cell development and function is still poorly defined. Here, we demonstrate that ubiquitin-specific peptidase 39 (Usp39), a spliceosome component of the U4/U6.U5 tri-snRNP complex, is essential for B cell development. Ablation of Usp39 in B cell lineage blocks pre-pro-B to pro-B cell transition in the bone marrow, leading to a profound reduction of mature B cells in the periphery. We show that Usp39 specifically regulates immunoglobulin gene rearrangement in a spliceosome-dependent manner, which involves modulating chromatin interactions at the Igh locus. Moreover, our results indicate that Usp39 deletion reduces the pre-malignant B cells in Eμ-Myc transgenic mice and significantly improves their survival.
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Affiliation(s)
- Gui-Xin Ruan
- Harbin Institute of Technology, Harbin 150001, China; Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen 518055, China
| | - Yuxing Li
- Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen 518055, China
| | - Wenjing Chen
- Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen 518055, China
| | - Hengjun Huang
- Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen 518055, China
| | - Rui Zhang
- Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen 518055, China
| | - Changxu Chen
- Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen 518055, China
| | - Kong-Peng Lam
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore 138648, Singapore; Departments of Microbiology and Immunology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117599, Singapore; Department of Pediatrics, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117599, Singapore
| | - Shengli Xu
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore 138648, Singapore; Department of Physiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117599, Singapore
| | - Xijun Ou
- Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen 518055, China.
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11
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Needs SH, Bootman MD, Grotzke JE, Kramer HB, Allman SA. Off‐target inhibition of NGLY1 by the polycaspase inhibitor Z‐VAD‐fmk induces cellular autophagy. FEBS J 2022; 289:3115-3131. [PMID: 34995415 PMCID: PMC9304259 DOI: 10.1111/febs.16345] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Revised: 09/14/2021] [Accepted: 01/05/2022] [Indexed: 12/28/2022]
Affiliation(s)
- Sarah H. Needs
- School of Life, Health and Chemical Sciences The Open University Milton Keynes UK
- Reading School of Pharmacy University of Reading UK
| | - Martin D. Bootman
- School of Life, Health and Chemical Sciences The Open University Milton Keynes UK
| | | | - Holger B. Kramer
- Department of Physiology, Anatomy and Genetics University of Oxford UK
- MRC London Institute of Medical Sciences UK
| | - Sarah A. Allman
- School of Life, Health and Chemical Sciences The Open University Milton Keynes UK
- Reading School of Pharmacy University of Reading UK
- Leicester School of Pharmacy De Montfort University Leicester UK
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12
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Curran CS, Kopp JB. PD-1 immunobiology in glomerulonephritis and renal cell carcinoma. BMC Nephrol 2021; 22:80. [PMID: 33676416 PMCID: PMC7936245 DOI: 10.1186/s12882-021-02257-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Accepted: 01/31/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Programmed cell death protein (PD)-1 receptors and ligands on immune cells and kidney parenchymal cells help maintain immunological homeostasis in the kidney. Dysregulated PD-1:PD-L1 binding interactions occur during the pathogenesis of glomerulopathies and renal cell carcinoma (RCC). The regulation of these molecules in the kidney is important to PD-1/PD-L1 immunotherapies that treat RCC and may induce glomerulopathies as an adverse event. METHODS The expression and function of PD-1 molecules on immune and kidney parenchymal cells were reviewed in the healthy kidney, PD-1 immunotherapy-induced nephrotoxicity, glomerulopathies and RCC. RESULTS PD-1 and/or its ligands are expressed on kidney macrophages, dendritic cells, lymphocytes, and renal proximal tubule epithelial cells. Vitamin D3, glutathione and AMP-activated protein kinase (AMPK) regulate hypoxic cell signals involved in the expression and function of PD-1 molecules. These pathways are altered in kidney disease and are linked to the production of vascular endothelial growth factor, erythropoietin, adiponectin, interleukin (IL)-18, IL-23, and chemokines that bind CXCR3, CXCR4, and/or CXCR7. These factors are differentially produced in glomerulonephritis and RCC and may be important biomarkers in patients that receive PD-1 therapies and/or develop glomerulonephritis as an adverse event CONCLUSION: By comparing the functions of the PD-1 axis in glomerulopathies and RCC, we identified similar chemokines involved in the recruitment of immune cells and distinct mediators in T cell differentiation. The expression and function of PD-1 and PD-1 ligands in diseased tissue and particularly on double-negative T cells and parenchymal kidney cells needs continued exploration. The possible regulation of the PD-1 axis by vitamin D3, glutathione and/or AMPK cell signals may be important to kidney disease and the PD-1 immunotherapeutic response.
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Affiliation(s)
- Colleen S Curran
- Critical Care Medicine Department, Clinical Center, NIH, BG 10 RM 2C135, 10 Center Drive, Bethesda, MD, 20814, USA.
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13
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Wang Z, Guan D, Huo J, Biswas SK, Huang Y, Yang Y, Xu S, Lam KP. IL-10 Enhances Human Natural Killer Cell Effector Functions via Metabolic Reprogramming Regulated by mTORC1 Signaling. Front Immunol 2021; 12:619195. [PMID: 33708210 PMCID: PMC7940510 DOI: 10.3389/fimmu.2021.619195] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Accepted: 01/28/2021] [Indexed: 12/26/2022] Open
Abstract
Cell metabolism plays a pivotal role in regulating the effector functions of immune cells. Stimulatory cytokines, such as interleukin (IL)-2 or IL-12 and IL-15, activate glycolysis and oxidative phosphorylation in natural killer (NK) cells to support their enhanced effector functions. IL-10, a pleiotropic cytokine, is known to suppress macrophage activation but stimulate NK cells. However, it remains unclear if IL-10 has an effect on the metabolism of human NK cells and if so, what metabolic mechanisms are affected, and how these metabolic changes are regulated and contribute to the effector functions of NK cells. In this study, we demonstrate that IL-10 upregulates both glycolysis and oxidative phosphorylation in human NK cells, and these metabolic changes are crucial for the enhanced effector functions of NK cells. Mechanistically, we unravel that IL-10 activates the mammalian target of rapamycin complex 1 (mTORC1) to regulate metabolic reprogramming in human NK cells.
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Affiliation(s)
- Zixi Wang
- Department of Microbiology and Immunology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.,Bioprocessing Technology Institute, ASTAR (Agency for Science, Technology and Research), Singapore, Singapore
| | - Di Guan
- Bioprocessing Technology Institute, ASTAR (Agency for Science, Technology and Research), Singapore, Singapore.,NUS Graduate School for Integrative Sciences & Engineering (NGS), National University of Singapore, Singapore, Singapore
| | - Jianxin Huo
- Bioprocessing Technology Institute, ASTAR (Agency for Science, Technology and Research), Singapore, Singapore.,Singapore Immunology Network (SIgN), ASTAR (Agency for Science, Technology and Research), Singapore, Singapore
| | - Subhra K Biswas
- Singapore Immunology Network (SIgN), ASTAR (Agency for Science, Technology and Research), Singapore, Singapore
| | - Yuhan Huang
- Singapore Immunology Network (SIgN), ASTAR (Agency for Science, Technology and Research), Singapore, Singapore
| | - Yuansheng Yang
- Bioprocessing Technology Institute, ASTAR (Agency for Science, Technology and Research), Singapore, Singapore
| | - Shengli Xu
- Bioprocessing Technology Institute, ASTAR (Agency for Science, Technology and Research), Singapore, Singapore.,Singapore Immunology Network (SIgN), ASTAR (Agency for Science, Technology and Research), Singapore, Singapore.,Department of Physiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Kong-Peng Lam
- Department of Microbiology and Immunology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.,Bioprocessing Technology Institute, ASTAR (Agency for Science, Technology and Research), Singapore, Singapore.,Singapore Immunology Network (SIgN), ASTAR (Agency for Science, Technology and Research), Singapore, Singapore
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14
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Chitrakar A, Budda SA, Henderson JG, Axtell RC, Zenewicz LA. E3 Ubiquitin Ligase Von Hippel-Lindau Protein Promotes Th17 Differentiation. JOURNAL OF IMMUNOLOGY (BALTIMORE, MD. : 1950) 2020; 205:1009-1023. [PMID: 32690659 PMCID: PMC8167928 DOI: 10.4049/jimmunol.2000243] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/04/2020] [Accepted: 06/20/2020] [Indexed: 12/14/2022]
Abstract
Von Hippel-Lindau (VHL) is an E3 ubiquitin ligase that targets proteins, including HIF-1α, for proteasomal degradation. VHL and HIF regulate the balance between glycolysis and oxidative phosphorylation, which is critical in highly dynamic T cells. HIF-1α positively regulates Th17 differentiation, a complex process in which quiescent naive CD4 T cells undergo transcriptional changes to effector cells, which are commonly dysregulated in autoimmune diseases. The role of VHL in Th17 cells is not known. In this study, we hypothesized VHL negatively regulates Th17 differentiation and deletion of VHL in CD4 T cells would elevate HIF-1α and increase Th17 differentiation. Unexpectedly, we found that VHL promotes Th17 differentiation. Mice deficient in VHL in their T cells were resistant to an autoimmune disease, experimental autoimmune encephalomyelitis, often mediated by Th17 cells. In vitro Th17 differentiation was impaired in VHL-deficient T cells. In the absence of VHL, Th17 cells had decreased activation of STAT3 and SMAD2, suggesting that VHL indirectly or directly regulates these critical signaling molecules. Gene expression analysis revealed that in Th17 cells, VHL regulates many cellular pathways, including genes encoding proteins involved indirectly or directly in the glycolysis pathway. Compared with wild-type, VHL-deficient Th17 cells had elevated glycolysis and glycolytic capacity. Our finding has implications on the design of therapeutics targeting the distinct metabolic needs of T cells to combat chronic inflammatory diseases.
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Affiliation(s)
- Alisha Chitrakar
- Department of Microbiology and Immunology, College of Medicine, The University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104; and
| | - Scott A Budda
- Department of Microbiology and Immunology, College of Medicine, The University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104; and
| | - Jacob G Henderson
- Department of Microbiology and Immunology, College of Medicine, The University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104; and
| | - Robert C Axtell
- Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104
| | - Lauren A Zenewicz
- Department of Microbiology and Immunology, College of Medicine, The University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104; and
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