PMID- 33717169 OWN - NLM STAT- MEDLINE DCOM- 20210916 LR - 20230715 IS - 1664-3224 (Electronic) IS - 1664-3224 (Linking) VI - 12 DP - 2021 TI - Immunological Feature and Transcriptional Signaling of Ly6C Monocyte Subsets From Transcriptome Analysis in Control and Hyperhomocysteinemic Mice. PG - 632333 LID - 10.3389/fimmu.2021.632333 [doi] LID - 632333 AB - BACKGROUND: Murine monocytes (MC) are classified into Ly6C(high) and Ly6C(low) MC. Ly6C(high) MC is the pro-inflammatory subset and the counterpart of human CD14(++)CD16(+) intermediate MC which contributes to systemic and tissue inflammation in various metabolic disorders, including hyperhomocysteinemia (HHcy). This study aims to explore molecule signaling mediating MC subset differentiation in HHcy and control mice. METHODS: RNA-seq was performed in blood Ly6C(high) and Ly6C(low) MC sorted by flow cytometry from control and HHcy cystathionine beta-synthase gene-deficient (Cbs(-/-)) mice. Transcriptome data were analyzed by comparing Ly6C(high) vs. Ly6C(low) in control mice, Ly6C(high) vs. Ly6C(low) in Cbs(-/-) mice, Cbs(-/-) Ly6C(high) vs. control Ly6C(high) MC and Cbs(-/-) Ly6C(low) vs. control Ly6C(low) MC by using intensive bioinformatic strategies. Significantly differentially expressed (SDE) immunological genes and transcription factor (TF) were selected for functional pathways and transcriptional signaling identification. RESULTS: A total of 7,928 SDE genes and 46 canonical pathways derived from it were identified. Ly6C(high) MC exhibited activated neutrophil degranulation, lysosome, cytokine production/receptor interaction and myeloid cell activation pathways, and Ly6C(low) MC presented features of lymphocyte immunity pathways in both mice. Twenty-four potential transcriptional regulatory pathways were identified based on SDE TFs matched with their corresponding SDE immunological genes. Ly6C(high) MC presented downregulated co-stimulatory receptors (CD2, GITR, and TIM1) which direct immune cell proliferation, and upregulated co-stimulatory ligands (LIGHT and SEMA4A) which trigger antigen priming and differentiation. Ly6C(high) MC expressed higher levels of macrophage (MPhi) markers, whereas, Ly6C(low) MC highly expressed lymphocyte markers in both mice. HHcy in Cbs(-/-) mice reinforced inflammatory features in Ly6C(high) MC by upregulating inflammatory TFs (Ets1 and Tbx21) and strengthened lymphocytes functional adaptation in Ly6C(low) MC by increased expression of CD3, DR3, ICOS, and Fos. Finally, we established 3 groups of transcriptional models to describe Ly6C(high) to Ly6C(low) MC subset differentiation, immune checkpoint regulation, Ly6C(high) MC to MPhi subset differentiation and Ly6C(low) MC to lymphocyte functional adaptation. CONCLUSIONS: Ly6C(high) MC displayed enriched inflammatory pathways and favored to be differentiated into MPhi. Ly6C(low) MC manifested activated T-cell signaling pathways and potentially can adapt the function of lymphocytes. HHcy reinforced inflammatory feature in Ly6C(high) MC and strengthened lymphocytes functional adaptation in Ly6C(low) MC. CI - Copyright (c) 2021 Yang, Liu, Sun, Fang, Snyder, Saredy, Ji, Shen, Qin, Wu, Yang and Wang. FAU - Yang, Pingping AU - Yang P AD - Department of Cardiovascular Medicine, The Second Affiliated Hospital of Nanchang University, Nanchang, China. AD - Department of Pharmacology, Center for Metabolic Disease Research, Lewis Kats School of Medicine, Temple University, Philadelphia, PA, United States. FAU - Liu, Lu AU - Liu L AD - Department of Pharmacology, Center for Metabolic Disease Research, Lewis Kats School of Medicine, Temple University, Philadelphia, PA, United States. FAU - Sun, Lizhe AU - Sun L AD - Department of Pharmacology, Center for Metabolic Disease Research, Lewis Kats School of Medicine, Temple University, Philadelphia, PA, United States. AD - Department of Cardiovascular Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China. FAU - Fang, Pu AU - Fang P AD - Department of Pharmacology, Center for Metabolic Disease Research, Lewis Kats School of Medicine, Temple University, Philadelphia, PA, United States. FAU - Snyder, Nathaniel AU - Snyder N AD - Department of Pharmacology, Center for Metabolic Disease Research, Lewis Kats School of Medicine, Temple University, Philadelphia, PA, United States. FAU - Saredy, Jason AU - Saredy J AD - Department of Pharmacology, Center for Metabolic Disease Research, Lewis Kats School of Medicine, Temple University, Philadelphia, PA, United States. FAU - Ji, Yong AU - Ji Y AD - Key Laboratory of Cardiovascular Disease and Molecular Intervention, Nanjing Medical University, Nanjing, China. FAU - Shen, Wen AU - Shen W AD - Department of Cardiovascular Medicine, The Second Affiliated Hospital of Nanchang University, Nanchang, China. FAU - Qin, Xuebin AU - Qin X AD - Tulane National Primate Research Center, School of Medicine, Tulane University, Covington, LA, United States. FAU - Wu, Qinghua AU - Wu Q AD - Department of Cardiovascular Medicine, The Second Affiliated Hospital of Nanchang University, Nanchang, China. FAU - Yang, Xiaofeng AU - Yang X AD - Department of Pharmacology, Center for Metabolic Disease Research, Lewis Kats School of Medicine, Temple University, Philadelphia, PA, United States. FAU - Wang, Hong AU - Wang H AD - Department of Pharmacology, Center for Metabolic Disease Research, Lewis Kats School of Medicine, Temple University, Philadelphia, PA, United States. LA - eng GR - R01 HL138749/HL/NHLBI NIH HHS/United States GR - P51 OD011104/OD/NIH HHS/United States GR - R01 HL130233/HL/NHLBI NIH HHS/United States GR - R01 HL131460/HL/NHLBI NIH HHS/United States GR - R01 HL082774/HL/NHLBI NIH HHS/United States GR - R01 DK104116/DK/NIDDK NIH HHS/United States GR - R01 HL147565/HL/NHLBI NIH HHS/United States GR - R01 DK113775/DK/NIDDK NIH HHS/United States PT - Journal Article PT - Research Support, N.I.H., Extramural DEP - 20210225 PL - Switzerland TA - Front Immunol JT - Frontiers in immunology JID - 101560960 RN - 0 (Antigens, Ly) RN - 0 (Immune Checkpoint Proteins) RN - 0 (Ly-6C antigen, mouse) RN - 0 (Transcription Factors) RN - EC 4.2.1.22 (Cystathionine beta-Synthase) SB - IM MH - Animals MH - Antigens, Ly/*immunology/metabolism MH - Cell Differentiation/immunology MH - Cystathionine beta-Synthase/deficiency MH - Gene Expression Profiling MH - Gene Expression Regulation MH - Hyperhomocysteinemia/*immunology/metabolism MH - Immune Checkpoint Proteins/genetics MH - Inflammation MH - Lymphocytes/immunology MH - Lysosomes/immunology MH - Macrophages/immunology MH - Mice MH - Monocytes/*immunology/metabolism MH - Signal Transduction MH - Transcription Factors/genetics PMC - PMC7947624 OTO - NOTNLM OT - hyperhomocysteinemia OT - immune checkpoint OT - immunological gene OT - locus C (Ly6C) monocyte subset OT - lymphocyte antigen 6 complex OT - transcription factor COIS- The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest. EDAT- 2021/03/16 06:00 MHDA- 2021/09/18 06:00 PMCR- 2021/01/01 CRDT- 2021/03/15 06:58 PHST- 2020/11/23 00:00 [received] PHST- 2021/01/11 00:00 [accepted] PHST- 2021/03/15 06:58 [entrez] PHST- 2021/03/16 06:00 [pubmed] PHST- 2021/09/18 06:00 [medline] PHST- 2021/01/01 00:00 [pmc-release] AID - 10.3389/fimmu.2021.632333 [doi] PST - epublish SO - Front Immunol. 2021 Feb 25;12:632333. doi: 10.3389/fimmu.2021.632333. eCollection 2021.