Literature DB >> 28318799

Transcriptome analysis of IL-10-stimulated (M2c) macrophages by next-generation sequencing.

Emily B Lurier1, Donald Dalton1, Will Dampier2, Pichai Raman3, Sina Nassiri1, Nicole M Ferraro1, Ramakrishan Rajagopalan4, Mahdi Sarmady5, Kara L Spiller6.   

Abstract

Alternatively activated "M2" macrophages are believed to function during late stages of wound healing, behaving in an anti-inflammatory manner to mediate the resolution of the pro-inflammatory response caused by "M1" macrophages. However, the differences between two main subtypes of M2 macrophages, namely interleukin-4 (IL-4)-stimulated "M2a" macrophages and IL-10-stimulated "M2c" macrophages, are not well understood. M2a macrophages are characterized by their ability to inhibit inflammation and contribute to the stabilization of angiogenesis. However, the role and temporal profile of M2c macrophages in wound healing are not known. Therefore, we performed next generation sequencing (RNA-seq) to identify biological functions and gene expression signatures of macrophages polarized in vitro with IL-10 to the M2c phenotype in comparison to M1 and M2a macrophages and an unactivated control (M0). We then explored the expression of these gene signatures in a publicly available data set of human wound healing. RNA-seq analysis showed that hundreds of genes were upregulated in M2c macrophages compared to the M0 control, with thousands of alternative splicing events. Following validation by Nanostring, 39 genes were found to be upregulated by M2c macrophages compared to the M0 control, and 17 genes were significantly upregulated relative to the M0, M1, and M2a phenotypes (using an adjusted p-value cutoff of 0.05 and fold change cutoff of 1.5). Many of the identified M2c-specific genes are associated with angiogenesis, matrix remodeling, and phagocytosis, including CD163, MMP8, TIMP1, VCAN, SERPINA1, MARCO, PLOD2, PCOCLE2 and F5. Analysis of the macrophage-conditioned media for secretion of matrix-remodeling proteins showed that M2c macrophages secreted higher levels of MMP7, MMP8, and TIMP1 compared to the other phenotypes. Interestingly, temporal gene expression analysis of a publicly available microarray data set of human wound healing showed that M2c-related genes were upregulated at early times after injury, similar to M1-related genes, while M2a-related genes appeared at later stages or were downregulated after injury. While further studies are required to confirm the timing and role of M2c macrophages in vivo, these results suggest that M2c macrophages may function at early stages of wound healing. Identification of markers of the M2c phenotype will allow more detailed investigations into the role of M2c macrophages in vivo.
Copyright © 2017 Elsevier GmbH. All rights reserved.

Entities:  

Keywords:  Gene expression; IL-10; Macrophage; Next generation sequencing; Phenotype; Wound healing

Mesh:

Substances:

Year:  2017        PMID: 28318799      PMCID: PMC5719494          DOI: 10.1016/j.imbio.2017.02.006

Source DB:  PubMed          Journal:  Immunobiology        ISSN: 0171-2985            Impact factor:   3.144


  61 in total

1.  A simple and fast method to determine the parameters for fuzzy c-means cluster analysis.

Authors:  Veit Schwämmle; Ole Nørregaard Jensen
Journal:  Bioinformatics       Date:  2010-09-29       Impact factor: 6.937

2.  rMATS: robust and flexible detection of differential alternative splicing from replicate RNA-Seq data.

Authors:  Shihao Shen; Juw Won Park; Zhi-xiang Lu; Lan Lin; Michael D Henry; Ying Nian Wu; Qing Zhou; Yi Xing
Journal:  Proc Natl Acad Sci U S A       Date:  2014-12-05       Impact factor: 11.205

3.  Efficient clearance of early apoptotic cells by human macrophages requires M2c polarization and MerTK induction.

Authors:  Gaetano Zizzo; Brendan A Hilliard; Marc Monestier; Philip L Cohen
Journal:  J Immunol       Date:  2012-08-31       Impact factor: 5.422

4.  Dysregulation of monocyte/macrophage phenotype in wounds of diabetic mice.

Authors:  Rita Mirza; Timothy J Koh
Journal:  Cytokine       Date:  2011-07-30       Impact factor: 3.861

5.  Near-optimal probabilistic RNA-seq quantification.

Authors:  Nicolas L Bray; Harold Pimentel; Páll Melsted; Lior Pachter
Journal:  Nat Biotechnol       Date:  2016-04-04       Impact factor: 54.908

6.  Structural investigation of the A domains of human blood coagulation factor V by molecular modeling.

Authors:  B O Villoutreix; B Dahlbäck
Journal:  Protein Sci       Date:  1998-06       Impact factor: 6.725

7.  IL-10 up-regulates human monocyte phagocytosis in the presence of IL-4 and IFN-gamma.

Authors:  F Capsoni; F Minonzio; A M Ongari; V Carbonelli; A Galli; C Zanussi
Journal:  J Leukoc Biol       Date:  1995-09       Impact factor: 4.962

8.  Macrophages in bone fracture healing: Their essential role in endochondral ossification.

Authors:  Claudia Schlundt; Thaqif El Khassawna; Alessandro Serra; Anke Dienelt; Sebastian Wendler; Hanna Schell; Nico van Rooijen; Andreas Radbruch; Richard Lucius; Susanne Hartmann; Georg N Duda; Katharina Schmidt-Bleek
Journal:  Bone       Date:  2015-10-31       Impact factor: 4.398

9.  HTSeq--a Python framework to work with high-throughput sequencing data.

Authors:  Simon Anders; Paul Theodor Pyl; Wolfgang Huber
Journal:  Bioinformatics       Date:  2014-09-25       Impact factor: 6.937

10.  Regulation of the formyl peptide receptor 1 (FPR1) gene in primary human macrophages.

Authors:  Claudio Gemperle; Mattia Schmid; Magdalena Herova; Jacqueline Marti-Jaun; Sophia J A Wuest; Christa Loretz; Martin Hersberger
Journal:  PLoS One       Date:  2012-11-21       Impact factor: 3.240

View more
  53 in total

1.  Characterizing the Macrophage Response to Immunomodulatory Biomaterials Through Gene Set Analyses.

Authors:  Sarah E Blatt; Emily B Lurier; Gregory E Risser; Kara L Spiller
Journal:  Tissue Eng Part C Methods       Date:  2020-03       Impact factor: 3.056

Review 2.  Regenerative Scar-Free Skin Wound Healing.

Authors:  Mehri Monavarian; Safaa Kader; Seyedsina Moeinzadeh; Esmaiel Jabbari
Journal:  Tissue Eng Part B Rev       Date:  2019-08       Impact factor: 6.389

Review 3.  Macrophage-based therapeutic strategies in regenerative medicine.

Authors:  Kara L Spiller; Timothy J Koh
Journal:  Adv Drug Deliv Rev       Date:  2017-05-16       Impact factor: 15.470

Review 4.  Sequential drug delivery to modulate macrophage behavior and enhance implant integration.

Authors:  Erin M O'Brien; Gregory E Risser; Kara L Spiller
Journal:  Adv Drug Deliv Rev       Date:  2019-05-16       Impact factor: 15.470

5.  Accumulation and localization of macrophage phenotypes with human intervertebral disc degeneration.

Authors:  Kenneth R Nakazawa; Benjamin A Walter; Damien M Laudier; Divya Krishnamoorthy; Grace E Mosley; Kara L Spiller; James C Iatridis
Journal:  Spine J       Date:  2017-10-12       Impact factor: 4.166

6.  Inflammatory macrophage-associated 3-gene signature predicts subclinical allograft injury and graft survival.

Authors:  Tej D Azad; Michele Donato; Line Heylen; Andrew B Liu; Shai S Shen-Orr; Timothy E Sweeney; Jonathan Scott Maltzman; Maarten Naesens; Purvesh Khatri
Journal:  JCI Insight       Date:  2018-01-25

7.  Anti-inflammatory effects of octadecylamine-functionalized nanodiamond on primary human macrophages.

Authors:  A E Pentecost; C E Witherel; Y Gogotsi; K L Spiller
Journal:  Biomater Sci       Date:  2017-09-26       Impact factor: 6.843

Review 8.  Macrophage and Fibroblast Interactions in Biomaterial-Mediated Fibrosis.

Authors:  Claire E Witherel; Daniel Abebayehu; Thomas H Barker; Kara L Spiller
Journal:  Adv Healthc Mater       Date:  2019-01-18       Impact factor: 9.933

9.  Deconvolution of heterogeneous wound tissue samples into relative macrophage phenotype composition via models based on gene expression.

Authors:  Nicole M Ferraro; Will Dampier; Michael S Weingarten; Kara L Spiller
Journal:  Integr Biol (Camb)       Date:  2017-04-18       Impact factor: 2.192

10.  Biomaterial-mediated reprogramming of monocytes via microparticle phagocytosis for sustained modulation of macrophage phenotype.

Authors:  Kathryn L Wofford; Bhavani S Singh; D Kacy Cullen; Kara L Spiller
Journal:  Acta Biomater       Date:  2019-11-13       Impact factor: 8.947

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.