1
|
Azam S, Armijo KS, Weindel CG, Chapman MJ, Devigne A, Nakagawa S, Hirose T, Carpenter S, Watson RO, Patrick KL. The early macrophage response to pathogens requires dynamic regulation of the nuclear paraspeckle. Proc Natl Acad Sci U S A 2024; 121:e2312587121. [PMID: 38381785 PMCID: PMC10907238 DOI: 10.1073/pnas.2312587121] [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: 07/24/2023] [Accepted: 01/10/2024] [Indexed: 02/23/2024] Open
Abstract
To ensure a robust immune response to pathogens without risking immunopathology, the kinetics and amplitude of inflammatory gene expression in macrophages need to be exquisitely well controlled. There is a growing appreciation for stress-responsive membraneless organelles (MLOs) regulating various steps of eukaryotic gene expression in response to extrinsic cues. Here, we implicate the nuclear paraspeckle, a highly ordered biomolecular condensate that nucleates on the Neat1 lncRNA, in tuning innate immune gene expression in murine macrophages. In response to a variety of innate agonists, macrophage paraspeckles rapidly aggregate (0.5 h poststimulation) and disaggregate (2 h poststimulation). Paraspeckle maintenance and aggregation require active transcription and MAPK signaling, whereas paraspeckle disaggregation requires degradation of Neat1 via the nuclear RNA exosome. In response to lipopolysaccharide treatment, Neat1 KO macrophages fail to properly express a large cohort of proinflammatory cytokines, chemokines, and antimicrobial mediators. Consequently, Neat1 KO macrophages cannot control replication of Salmonella enterica serovar Typhimurium or vesicular stomatitis virus. These findings highlight a prominent role for MLOs in orchestrating the macrophage response to pathogens and support a model whereby dynamic assembly and disassembly of paraspeckles reorganizes the nuclear landscape to enable inflammatory gene expression following innate stimuli.
Collapse
Affiliation(s)
- Sikandar Azam
- Department of Microbial Pathogenesis and Immunology, Texas A&M University, School of Medicine, Bryan, TX77807
| | - Kaitlyn S. Armijo
- Department of Microbial Pathogenesis and Immunology, Texas A&M University, School of Medicine, Bryan, TX77807
| | - Chi G. Weindel
- Department of Microbial Pathogenesis and Immunology, Texas A&M University, School of Medicine, Bryan, TX77807
| | - Morgan J. Chapman
- Department of Microbial Pathogenesis and Immunology, Texas A&M University, School of Medicine, Bryan, TX77807
| | - Alice Devigne
- Department of Molecular, Cell, and Developmental Biology, University of California, Santa Cruz, CA95064
| | | | - Tetsuro Hirose
- RNA Biofunction Laboratory, Graduate School of Frontier Biosciences, Osaka University, Osaka565-0871, Japan
| | - Susan Carpenter
- Department of Molecular, Cell, and Developmental Biology, University of California, Santa Cruz, CA95064
| | - Robert O. Watson
- Department of Microbial Pathogenesis and Immunology, Texas A&M University, School of Medicine, Bryan, TX77807
| | - Kristin L. Patrick
- Department of Microbial Pathogenesis and Immunology, Texas A&M University, School of Medicine, Bryan, TX77807
| |
Collapse
|
2
|
Sulzbach Denardin M, Bumiller-Bini Hoch V, Salviano-Silva A, Lobo-Alves SC, Adelman Cipolla G, Malheiros D, Augusto DG, Wittig M, Franke A, Pföhler C, Worm M, van Beek N, Goebeler M, Sárdy M, Ibrahim S, Busch H, Schmidt E, Hundt JE, Petzl-Erler ML, Beate Winter Boldt A. Genetic Association and Differential RNA Expression of Histone (De)Acetylation-Related Genes in Pemphigus Foliaceus-A Possible Epigenetic Effect in the Autoimmune Response. Life (Basel) 2023; 14:60. [PMID: 38255677 PMCID: PMC10821360 DOI: 10.3390/life14010060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Revised: 12/23/2023] [Accepted: 12/25/2023] [Indexed: 01/24/2024] Open
Abstract
Pemphigus foliaceus (PF) is an autoimmune skin blistering disease characterized by antidesmoglein-1 IgG production, with an endemic form (EPF) in Brazil. Genetic and epigenetic factors have been associated with EPF, but its etiology is still not fully understood. To evaluate the genetic association of histone (de)acetylation-related genes with EPF susceptibility, we evaluated 785 polymorphisms from 144 genes, for 227 EPF patients and 194 controls. Carriers of HDAC4_rs4852054*A were more susceptible (OR = 1.79, p = 0.0038), whereas those with GSE1_rs13339618*A (OR = 0.57, p = 0.0011) and homozygotes for PHF21A_rs4756055*A (OR = 0.39, p = 0.0006) were less susceptible to EPF. These variants were not associated with sporadic PF (SPF) in German samples of 75 SPF patients and 150 controls, possibly reflecting differences in SPF and EPF pathophysiology. We further evaluated the expression of histone (de)acetylation-related genes in CD4+ T lymphocytes, using RNAseq. In these cells, we found a higher expression of KAT2B, PHF20, and ZEB2 and lower expression of KAT14 and JAD1 in patients with active EPF without treatment compared to controls from endemic regions. The encoded proteins cause epigenetic modifications related to immune cell differentiation and cell death, possibly affecting the immune response in patients with PF.
Collapse
Affiliation(s)
- Maiara Sulzbach Denardin
- Laboratory of Human Molecular Genetics, Department of Genetics, Federal University of Paraná (UFPR), Curitiba 81531-980, Brazil; (M.S.D.); (V.B.-B.H.); (S.C.L.-A.); (G.A.C.); (D.M.); (D.G.A.); (M.L.P.-E.)
| | - Valéria Bumiller-Bini Hoch
- Laboratory of Human Molecular Genetics, Department of Genetics, Federal University of Paraná (UFPR), Curitiba 81531-980, Brazil; (M.S.D.); (V.B.-B.H.); (S.C.L.-A.); (G.A.C.); (D.M.); (D.G.A.); (M.L.P.-E.)
- Postgraduate Program in Genetics, Department of Genetics, Federal University of Paraná (UFPR), Curitiba 81531-980, Brazil
| | - Amanda Salviano-Silva
- Laboratory of Human Molecular Genetics, Department of Genetics, Federal University of Paraná (UFPR), Curitiba 81531-980, Brazil; (M.S.D.); (V.B.-B.H.); (S.C.L.-A.); (G.A.C.); (D.M.); (D.G.A.); (M.L.P.-E.)
- Postgraduate Program in Genetics, Department of Genetics, Federal University of Paraná (UFPR), Curitiba 81531-980, Brazil
- Department of Neurosurgery, University Medical Center Hamburg-Eppendorf, 20251 Hamburg, Germany
| | - Sara Cristina Lobo-Alves
- Laboratory of Human Molecular Genetics, Department of Genetics, Federal University of Paraná (UFPR), Curitiba 81531-980, Brazil; (M.S.D.); (V.B.-B.H.); (S.C.L.-A.); (G.A.C.); (D.M.); (D.G.A.); (M.L.P.-E.)
- Research Institut Pelé Pequeno Príncipe, Curitiba 80250-060, Brazil
| | - Gabriel Adelman Cipolla
- Laboratory of Human Molecular Genetics, Department of Genetics, Federal University of Paraná (UFPR), Curitiba 81531-980, Brazil; (M.S.D.); (V.B.-B.H.); (S.C.L.-A.); (G.A.C.); (D.M.); (D.G.A.); (M.L.P.-E.)
| | - Danielle Malheiros
- Laboratory of Human Molecular Genetics, Department of Genetics, Federal University of Paraná (UFPR), Curitiba 81531-980, Brazil; (M.S.D.); (V.B.-B.H.); (S.C.L.-A.); (G.A.C.); (D.M.); (D.G.A.); (M.L.P.-E.)
- Postgraduate Program in Genetics, Department of Genetics, Federal University of Paraná (UFPR), Curitiba 81531-980, Brazil
| | - Danillo G. Augusto
- Laboratory of Human Molecular Genetics, Department of Genetics, Federal University of Paraná (UFPR), Curitiba 81531-980, Brazil; (M.S.D.); (V.B.-B.H.); (S.C.L.-A.); (G.A.C.); (D.M.); (D.G.A.); (M.L.P.-E.)
- Department of Biological Sciences, The University of North Carolina at Charlotte, Charlotte, NC 28223, USA
| | - Michael Wittig
- Institute of Clinical Molecular Biology (IKMB), Christian-Albrechts-University of Kiel, 24105 Kiel, Germany; (M.W.); (A.F.)
| | - Andre Franke
- Institute of Clinical Molecular Biology (IKMB), Christian-Albrechts-University of Kiel, 24105 Kiel, Germany; (M.W.); (A.F.)
| | - Claudia Pföhler
- Department of Dermatology, Saarland University Medical Center, 66421 Homburg, Germany;
| | - Margitta Worm
- Division of Allergy and Immunology, Department of Dermatology, Venerology and Allergy, Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany;
| | - Nina van Beek
- Department of Dermatology, University of Lübeck, 23562 Lübeck, Germany; (N.v.B.); (E.S.)
| | - Matthias Goebeler
- Department of Dermatology, Venereology and Allergology, University Hospital Würzburg, 97080 Würzburg, Germany;
| | - Miklós Sárdy
- Department of Dermatology and Allergy, University Hospital, LMU Munich, 80539 Munich, Germany;
- Department of Dermatology, Venereology and Dermatooncology, Semmelweis University, 1085 Budapest, Hungary
| | - Saleh Ibrahim
- College of Medicine and Health Sciences, Khalifa University, Abu Dhabi 127788, United Arab Emirates;
- Lübeck Institute of Experimental Dermatology (LIED), University of Lübeck, 23562 Lübeck, Germany; (H.B.); (J.E.H.)
| | - Hauke Busch
- Lübeck Institute of Experimental Dermatology (LIED), University of Lübeck, 23562 Lübeck, Germany; (H.B.); (J.E.H.)
| | - Enno Schmidt
- Department of Dermatology, University of Lübeck, 23562 Lübeck, Germany; (N.v.B.); (E.S.)
- Lübeck Institute of Experimental Dermatology (LIED), University of Lübeck, 23562 Lübeck, Germany; (H.B.); (J.E.H.)
| | - Jennifer Elisabeth Hundt
- Lübeck Institute of Experimental Dermatology (LIED), University of Lübeck, 23562 Lübeck, Germany; (H.B.); (J.E.H.)
| | - Maria Luiza Petzl-Erler
- Laboratory of Human Molecular Genetics, Department of Genetics, Federal University of Paraná (UFPR), Curitiba 81531-980, Brazil; (M.S.D.); (V.B.-B.H.); (S.C.L.-A.); (G.A.C.); (D.M.); (D.G.A.); (M.L.P.-E.)
- Postgraduate Program in Genetics, Department of Genetics, Federal University of Paraná (UFPR), Curitiba 81531-980, Brazil
| | - Angelica Beate Winter Boldt
- Laboratory of Human Molecular Genetics, Department of Genetics, Federal University of Paraná (UFPR), Curitiba 81531-980, Brazil; (M.S.D.); (V.B.-B.H.); (S.C.L.-A.); (G.A.C.); (D.M.); (D.G.A.); (M.L.P.-E.)
- Postgraduate Program in Genetics, Department of Genetics, Federal University of Paraná (UFPR), Curitiba 81531-980, Brazil
| |
Collapse
|
3
|
Wardman R, Keles M, Pachkiv I, Hemanna S, Grein S, Schwarz J, Stein F, Ola R, Dobreva G, Hentze MW, Heineke J. RNA-Binding Proteins Regulate Post-Transcriptional Responses to TGF-β to Coordinate Function and Mesenchymal Activation of Murine Endothelial Cells. Arterioscler Thromb Vasc Biol 2023; 43:1967-1989. [PMID: 37650327 PMCID: PMC10521797 DOI: 10.1161/atvbaha.123.319925] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 08/18/2023] [Indexed: 09/01/2023]
Abstract
BACKGROUND Endothelial cells (ECs) are primed to respond to various signaling cues. For example, TGF (transforming growth factor)-β has major effects on EC function and phenotype by driving ECs towards a more mesenchymal state (ie, triggering endothelial to mesenchymal activation), a dynamic process associated with cardiovascular diseases. Although transcriptional regulation triggered by TGF-β in ECs is well characterized, post-transcriptional regulatory mechanisms induced by TGF-β remain largely unknown. METHODS Using RNA interactome capture, we identified global TGF-β driven changes in RNA-binding proteins in ECs. We investigated specific changes in the RNA-binding patterns of hnRNP H1 (heterogeneous nuclear ribonucleoprotein H1) and Csde1 (cold shock domain containing E1) using RNA immunoprecipitation and overlapped this with RNA-sequencing data after knockdown of either protein for functional insight. Using a modified proximity ligation assay, we visualized the specific interactions between hnRNP H1 and Csde1 and target RNAs in situ both in vitro and in mouse heart sections. RESULTS Characterization of TGF-β-regulated RBPs (RNA-binding proteins) revealed hnRNP H1 and Csde1 as key regulators of the cellular response to TGF-β at the post-transcriptional level, with loss of either protein-promoting mesenchymal activation in ECs. We found that TGF-β drives an increase in binding of hnRNP H1 to its target RNAs, offsetting mesenchymal activation, but a decrease in Csde1 RNA-binding, facilitating this process. Both, hnRNP H1 and Csde1, dynamically bind and regulate specific subsets of mRNAs related to mesenchymal activation and endothelial function. CONCLUSIONS Together, we show that RBPs play a key role in the endothelial response to TGF-β stimulation at the post-transcriptional level and that the RBPs hnRNP H1 and Csde1 serve to maintain EC function and counteract mesenchymal activation. We propose that TGF-β profoundly modifies RNA-protein interaction entailing feedback and feed-forward control at the post-transcriptional level, to fine-tune mesenchymal activation in ECs.
Collapse
Affiliation(s)
- Rhys Wardman
- Department of Cardiovascular Physiology (R.W., M.K., I.P., S.H., S.G., J.H.), European Center for Angioscience (ECAS), Medical Faculty Mannheim of Heidelberg University, Germany
- German Center for Cardiovascular Research (DZHK), partner site Heidelberg/Mannheim (R.W., M.K., S.H., S.G., G.D., J.H.)
| | - Merve Keles
- Department of Cardiovascular Physiology (R.W., M.K., I.P., S.H., S.G., J.H.), European Center for Angioscience (ECAS), Medical Faculty Mannheim of Heidelberg University, Germany
- German Center for Cardiovascular Research (DZHK), partner site Heidelberg/Mannheim (R.W., M.K., S.H., S.G., G.D., J.H.)
| | - Ihor Pachkiv
- Department of Cardiovascular Physiology (R.W., M.K., I.P., S.H., S.G., J.H.), European Center for Angioscience (ECAS), Medical Faculty Mannheim of Heidelberg University, Germany
| | - Shruthi Hemanna
- Department of Cardiovascular Physiology (R.W., M.K., I.P., S.H., S.G., J.H.), European Center for Angioscience (ECAS), Medical Faculty Mannheim of Heidelberg University, Germany
- German Center for Cardiovascular Research (DZHK), partner site Heidelberg/Mannheim (R.W., M.K., S.H., S.G., G.D., J.H.)
| | - Steve Grein
- Department of Cardiovascular Physiology (R.W., M.K., I.P., S.H., S.G., J.H.), European Center for Angioscience (ECAS), Medical Faculty Mannheim of Heidelberg University, Germany
- German Center for Cardiovascular Research (DZHK), partner site Heidelberg/Mannheim (R.W., M.K., S.H., S.G., G.D., J.H.)
| | - Jennifer Schwarz
- Proteomics Core Facility, European Molecular Biology Laboratory (EMBL), Heidelberg, Germany (J.S., F.S.)
| | - Frank Stein
- Proteomics Core Facility, European Molecular Biology Laboratory (EMBL), Heidelberg, Germany (J.S., F.S.)
| | - Roxana Ola
- Cardiovascular Pharmacology (R.O.), European Center for Angioscience (ECAS), Medical Faculty Mannheim of Heidelberg University, Germany
| | - Gergana Dobreva
- Cardiovascular Genomics and Epigenomics (G.D.), European Center for Angioscience (ECAS), Medical Faculty Mannheim of Heidelberg University, Germany
- German Center for Cardiovascular Research (DZHK), partner site Heidelberg/Mannheim (R.W., M.K., S.H., S.G., G.D., J.H.)
| | - Matthias W. Hentze
- European Molecular Biology Laboratory (EMBL), Heidelberg, Germany (M.W.H.)
| | - Joerg Heineke
- Department of Cardiovascular Physiology (R.W., M.K., I.P., S.H., S.G., J.H.), European Center for Angioscience (ECAS), Medical Faculty Mannheim of Heidelberg University, Germany
- German Center for Cardiovascular Research (DZHK), partner site Heidelberg/Mannheim (R.W., M.K., S.H., S.G., G.D., J.H.)
| |
Collapse
|
4
|
Zhang Y, Wang X, Zhang C, Yi H. The dysregulation of lncRNAs by epigenetic factors in human pathologies. Drug Discov Today 2023; 28:103664. [PMID: 37348827 DOI: 10.1016/j.drudis.2023.103664] [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: 12/23/2022] [Revised: 06/05/2023] [Accepted: 06/06/2023] [Indexed: 06/24/2023]
Abstract
Dysregulation of long noncoding RNAs (lncRNAs) contributes to numerous human diseases, including cancers and autoimmune diseases (ADs). Given the importance of lncRNAs in disease initiation and progression, a deeper understanding of their complex regulatory network is required to facilitate their use as therapeutic targets for ADs. In this review, we summarize how lncRNAs are dysregulated in pathological states by epigenetic factors, including RNA-binding proteins, chemical modifications (N6-methyladenosine, 5-methylcytosine, 7-methylguanosine, adenosine-to-inosine editing, microRNA, alternative splicing, DNA methylation, and histone modification). Moreover, the roles of lncRNA epigenetic regulators in immune response and ADs are discussed, providing new insights into the complicated epigenetic factor-lncRNA network, thus, laying a theoretical foundation for future research and clinical application of lncRNAs.
Collapse
Affiliation(s)
- Yanli Zhang
- Central Laboratory, The First Hospital of Jilin University, Changchun, Jilin, China; Key Laboratory of Organ Regeneration and Transplantation, Ministry of Education, Changchun, Jilin 130021, China; Department of Echocardiography, The First Hospital of Jilin University, Changchun, Jilin, China
| | - Xiaocong Wang
- Department of Echocardiography, The First Hospital of Jilin University, Changchun, Jilin, China
| | - Chen Zhang
- Colorectal and Anal Surgery, General Surgery Center, The First Hospital of Jilin University, Changchun, Jilin, China
| | - Huanfa Yi
- Central Laboratory, The First Hospital of Jilin University, Changchun, Jilin, China; Key Laboratory of Organ Regeneration and Transplantation, Ministry of Education, Changchun, Jilin 130021, China.
| |
Collapse
|
5
|
Yamazaki T, Yamamoto T, Hirose T. Micellization: A new principle in the formation of biomolecular condensates. Front Mol Biosci 2022; 9:974772. [PMID: 36106018 PMCID: PMC9465675 DOI: 10.3389/fmolb.2022.974772] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 07/20/2022] [Indexed: 11/18/2022] Open
Abstract
Phase separation is a fundamental mechanism for compartmentalization in cells and leads to the formation of biomolecular condensates, generally containing various RNA molecules. RNAs are biomolecules that can serve as suitable scaffolds for biomolecular condensates and determine their forms and functions. Many studies have focused on biomolecular condensates formed by liquid-liquid phase separation (LLPS), one type of intracellular phase separation mechanism. We recently identified that paraspeckle nuclear bodies use an intracellular phase separation mechanism called micellization of block copolymers in their formation. The paraspeckles are scaffolded by NEAT1_2 long non-coding RNAs (lncRNAs) and their partner RNA-binding proteins (NEAT1_2 RNA-protein complexes [RNPs]). The NEAT1_2 RNPs act as block copolymers and the paraspeckles assemble through micellization. In LLPS, condensates grow without bound as long as components are available and typically have spherical shapes to minimize surface tension. In contrast, the size, shape, and internal morphology of the condensates are more strictly controlled in micellization. Here, we discuss the potential importance and future perspectives of micellization of block copolymers of RNPs in cells, including the construction of designer condensates with optimal internal organization, shape, and size according to design guidelines of block copolymers.
Collapse
Affiliation(s)
- Tomohiro Yamazaki
- Graduate School of Frontier Biosciences, Osaka University, Suita, Japan
- *Correspondence: Tomohiro Yamazaki, ; Tetsuro Hirose,
| | - Tetsuya Yamamoto
- Institute for Chemical Reaction Design and Discovery, Hokkaido University, Sapporo, Japan
| | - Tetsuro Hirose
- Graduate School of Frontier Biosciences, Osaka University, Suita, Japan
- Institute for Open and Transdisciplinary Research Initiatives (OTRI), Osaka University, Suita, Japan
- *Correspondence: Tomohiro Yamazaki, ; Tetsuro Hirose,
| |
Collapse
|
6
|
Taniue K, Tanu T, Shimoura Y, Mitsutomi S, Han H, Kakisaka R, Ono Y, Tamamura N, Takahashi K, Wada Y, Mizukami Y, Akimitsu N. RNA Exosome Component EXOSC4 Amplified in Multiple Cancer Types Is Required for the Cancer Cell Survival. Int J Mol Sci 2022; 23:496. [PMID: 35008922 PMCID: PMC8745236 DOI: 10.3390/ijms23010496] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 12/26/2021] [Accepted: 12/30/2021] [Indexed: 12/04/2022] Open
Abstract
The RNA exosome is a multi-subunit ribonuclease complex that is evolutionally conserved and the major cellular machinery for the surveillance, processing, degradation, and turnover of diverse RNAs essential for cell viability. Here we performed integrated genomic and clinicopathological analyses of 27 RNA exosome components across 32 tumor types using The Cancer Genome Atlas PanCancer Atlas Studies' datasets. We discovered that the EXOSC4 gene, which encodes a barrel component of the RNA exosome, was amplified across multiple cancer types. We further found that EXOSC4 alteration is associated with a poor prognosis of pancreatic cancer patients. Moreover, we demonstrated that EXOSC4 is required for the survival of pancreatic cancer cells. EXOSC4 also repressed BIK expression and destabilized SESN2 mRNA by promoting its degradation. Furthermore, knockdown of BIK and SESN2 could partially rescue pancreatic cells from the reduction in cell viability caused by EXOSC4 knockdown. Our study provides evidence for EXOSC4-mediated regulation of BIK and SESN2 mRNA in the survival of pancreatic tumor cells.
Collapse
Affiliation(s)
- Kenzui Taniue
- Isotope Science Center, The University of Tokyo, Tokyo 113-0032, Japan; (T.T.); (Y.S.); (S.M.); (H.H.); (Y.W.)
- Cancer Genomics and Precision Medicine, Department of Medicine, Asahikawa Medical University, Asahikawa 078-8510, Japan; (N.T.); (K.T.); (Y.M.)
| | - Tanzina Tanu
- Isotope Science Center, The University of Tokyo, Tokyo 113-0032, Japan; (T.T.); (Y.S.); (S.M.); (H.H.); (Y.W.)
| | - Yuki Shimoura
- Isotope Science Center, The University of Tokyo, Tokyo 113-0032, Japan; (T.T.); (Y.S.); (S.M.); (H.H.); (Y.W.)
| | - Shuhei Mitsutomi
- Isotope Science Center, The University of Tokyo, Tokyo 113-0032, Japan; (T.T.); (Y.S.); (S.M.); (H.H.); (Y.W.)
| | - Han Han
- Isotope Science Center, The University of Tokyo, Tokyo 113-0032, Japan; (T.T.); (Y.S.); (S.M.); (H.H.); (Y.W.)
| | - Rika Kakisaka
- Institute of Biomedical Research, Sapporo Higashi Tokushukai Hospital, Sapporo 065-0033, Japan; (R.K.); (Y.O.)
| | - Yusuke Ono
- Institute of Biomedical Research, Sapporo Higashi Tokushukai Hospital, Sapporo 065-0033, Japan; (R.K.); (Y.O.)
| | - Nobue Tamamura
- Cancer Genomics and Precision Medicine, Department of Medicine, Asahikawa Medical University, Asahikawa 078-8510, Japan; (N.T.); (K.T.); (Y.M.)
| | - Kenji Takahashi
- Cancer Genomics and Precision Medicine, Department of Medicine, Asahikawa Medical University, Asahikawa 078-8510, Japan; (N.T.); (K.T.); (Y.M.)
| | - Youichiro Wada
- Isotope Science Center, The University of Tokyo, Tokyo 113-0032, Japan; (T.T.); (Y.S.); (S.M.); (H.H.); (Y.W.)
| | - Yusuke Mizukami
- Cancer Genomics and Precision Medicine, Department of Medicine, Asahikawa Medical University, Asahikawa 078-8510, Japan; (N.T.); (K.T.); (Y.M.)
| | - Nobuyoshi Akimitsu
- Isotope Science Center, The University of Tokyo, Tokyo 113-0032, Japan; (T.T.); (Y.S.); (S.M.); (H.H.); (Y.W.)
| |
Collapse
|