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Eghbalpour F, Aghaei M, Ebrahimi M, Tahsili MR, Golalipour M, Mohammadi S, Yazdani Y. Effect of indole-3-carbinol on transcriptional profiling of wound-healing genes in macrophages of systemic lupus erythematosus patients: an RNA sequencing assay. Lupus 2020; 29:954-963. [PMID: 32517571 DOI: 10.1177/0961203320929746] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
BACKGROUND Relapses and flares with delayed wound healing are among the main symptoms of systemic lupus erythematosus (SLE), a rheumatic autoimmune disease. The orientation of immune responses in SLE disease depends on the function of the population of macrophages. This study investigated the effect of indole-3-carbinol (I3C) on transcriptional profiling of macrophage-derived monocytes (MDMs) in four stages of the wound-healing process. METHODS In the first phase of study, MDMs were generated from peripheral blood mononuclear cells of three new SLE cases (unmedicated) and two healthy controls. The cases and controls were then divided into I3C treated and untreated groups after 24 hours of exposure to I3C. Single-end RNA sequencing was performed using an Illumina NextSeq 500 platform. After comprehensive analysis among differentially expressed genes, CDKN1A, FN1 and MMP15 were validated by quantitative real-time polymerase chain reaction as upregulated ranked genes involved in wound-healing stages. RESULTS The RNA sequencing analysis of treated cases and treated controls versus untreated cases and untreated controls (group 3 vs. group 4) revealed upregulation of various genes, for example: C1S, C1R, IGKV1-5, IGKV4-1, SERPING1, IGLC1 and IGLC2 in coagulation; ADAM19, CEACAM1 and CEACAM8 in M2 reprogramming; IRS1, FN1, THBS1 and LIMS2 in extracellular matrix organization; and STAT1, THBS1 and ATP2A3 in the proliferation stage of wound healing. CONCLUSIONS The results showed that treatment with I3C could modulate the gene expression involved in wound healing in SLE cases and healthy controls.
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Affiliation(s)
- Farnaz Eghbalpour
- Department of Molecular Medicine, School of Advanced Technologies in Medicine, Golestan University of Medical Sciences, Iran
| | - Mehrdad Aghaei
- Golestan Rheumatology Research Centre, Golestan University of Medical Sciences, Iran
| | - Mansour Ebrahimi
- School of Agriculture and Veterinary Sciences, University of Adelaide, Australia
- School of Basic Sciences, University of Qom, Iran
| | | | - Masoud Golalipour
- Medical Cellular and Molecular Research Centre, Golestan University of Medical Sciences, Iran
| | - Saeed Mohammadi
- Stem Cell Research Centre, Golestan University of Medical Sciences, Iran
| | - Yaghoub Yazdani
- Stem Cell Research Centre, Golestan University of Medical Sciences, Iran
- Infectious Diseases Research Centre, Golestan University of Medical Sciences, Iran
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4
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Rondina MT, Voora D, Simon LM, Schwertz H, Harper JF, Lee O, Bhatlekar SC, Li Q, Eustes AS, Montenont E, Campbell RA, Tolley ND, Kosaka Y, Weyrich AS, Bray PF, Rowley JW. Longitudinal RNA-Seq Analysis of the Repeatability of Gene Expression and Splicing in Human Platelets Identifies a Platelet SELP Splice QTL. Circ Res 2019; 126:501-516. [PMID: 31852401 DOI: 10.1161/circresaha.119.315215] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
RATIONALE Longitudinal studies are required to distinguish within versus between-individual variation and repeatability of gene expression. They are uniquely positioned to decipher genetic signal from environmental noise, with potential application to gene variant and expression studies. However, longitudinal analyses of gene expression in healthy individuals-especially with regards to alternative splicing-are lacking for most primary cell types, including platelets. OBJECTIVE To assess repeatability of gene expression and splicing in platelets and use repeatability to identify novel platelet expression quantitative trait loci (QTLs) and splice QTLs. METHODS AND RESULTS We sequenced the transcriptome of platelets isolated repeatedly up to 4 years from healthy individuals. We examined within and between individual variation and repeatability of platelet RNA expression and exon skipping, a readily measured alternative splicing event. We find that platelet gene expression is generally stable between and within-individuals over time-with the exception of a subset of genes enriched for the inflammation gene ontology. We show an enrichment among repeatable genes for associations with heritable traits, including known and novel platelet expression QTLs. Several exon skipping events were also highly repeatable, suggesting heritable patterns of splicing in platelets. One of the most repeatable was exon 14 skipping of SELP. Accordingly, we identify rs6128 as a platelet splice QTL and define an rs6128-dependent association between SELP exon 14 skipping and race. In vitro experiments demonstrate that this single nucleotide variant directly affects exon 14 skipping and changes the ratio of transmembrane versus soluble P-selectin protein production. CONCLUSIONS We conclude that the platelet transcriptome is generally stable over 4 years. We demonstrate the use of repeatability of gene expression and splicing to identify novel platelet expression QTLs and splice QTLs. rs6128 is a platelet splice QTL that alters SELP exon 14 skipping and soluble versus transmembrane P-selectin protein production.
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Affiliation(s)
- Matthew T Rondina
- From the Molecular Medicine Program (M.T.R., H.S., J.F.H., O.L., S.C.B., A.S.E., E.M., R.A.C., N.D.T., Y.K., A.S.W., P.F.B., J.W.R.)
- Department of Internal Medicine (M.T.R., H.S., R.A.C., A.S.W., P.F.B., J.W.R.)
- George E. Wahlen VAMC Geriatric Research and Education Clinical Center (M.T.R.)
| | - Deepak Voora
- Duke Center for Applied Genomics & Precision Medicine, Durham, NC (D.V.)
| | - Lukas M Simon
- Helmholtz Zentrum München, German Research Center for Environmental Health, Institute of Computational Biology, Neuherberg, Germany (L.M.S.)
| | - Hansjörg Schwertz
- From the Molecular Medicine Program (M.T.R., H.S., J.F.H., O.L., S.C.B., A.S.E., E.M., R.A.C., N.D.T., Y.K., A.S.W., P.F.B., J.W.R.)
- Department of Internal Medicine (M.T.R., H.S., R.A.C., A.S.W., P.F.B., J.W.R.)
- Rocky Mountain Center for Occupational and Environmental Health, The University of Utah, Salt Lake City (H.S.)
| | - Julie F Harper
- From the Molecular Medicine Program (M.T.R., H.S., J.F.H., O.L., S.C.B., A.S.E., E.M., R.A.C., N.D.T., Y.K., A.S.W., P.F.B., J.W.R.)
| | - Olivia Lee
- From the Molecular Medicine Program (M.T.R., H.S., J.F.H., O.L., S.C.B., A.S.E., E.M., R.A.C., N.D.T., Y.K., A.S.W., P.F.B., J.W.R.)
| | - Seema C Bhatlekar
- From the Molecular Medicine Program (M.T.R., H.S., J.F.H., O.L., S.C.B., A.S.E., E.M., R.A.C., N.D.T., Y.K., A.S.W., P.F.B., J.W.R.)
| | - Qing Li
- Huntsman Cancer Institute, Salt Lake City, Utah (Q.L.)
| | - Alicia S Eustes
- From the Molecular Medicine Program (M.T.R., H.S., J.F.H., O.L., S.C.B., A.S.E., E.M., R.A.C., N.D.T., Y.K., A.S.W., P.F.B., J.W.R.)
| | - Emilie Montenont
- From the Molecular Medicine Program (M.T.R., H.S., J.F.H., O.L., S.C.B., A.S.E., E.M., R.A.C., N.D.T., Y.K., A.S.W., P.F.B., J.W.R.)
| | - Robert A Campbell
- From the Molecular Medicine Program (M.T.R., H.S., J.F.H., O.L., S.C.B., A.S.E., E.M., R.A.C., N.D.T., Y.K., A.S.W., P.F.B., J.W.R.)
- Department of Internal Medicine (M.T.R., H.S., R.A.C., A.S.W., P.F.B., J.W.R.)
| | - Neal D Tolley
- From the Molecular Medicine Program (M.T.R., H.S., J.F.H., O.L., S.C.B., A.S.E., E.M., R.A.C., N.D.T., Y.K., A.S.W., P.F.B., J.W.R.)
| | - Yasuhiro Kosaka
- From the Molecular Medicine Program (M.T.R., H.S., J.F.H., O.L., S.C.B., A.S.E., E.M., R.A.C., N.D.T., Y.K., A.S.W., P.F.B., J.W.R.)
| | - Andrew S Weyrich
- From the Molecular Medicine Program (M.T.R., H.S., J.F.H., O.L., S.C.B., A.S.E., E.M., R.A.C., N.D.T., Y.K., A.S.W., P.F.B., J.W.R.)
- Department of Internal Medicine (M.T.R., H.S., R.A.C., A.S.W., P.F.B., J.W.R.)
| | - Paul F Bray
- From the Molecular Medicine Program (M.T.R., H.S., J.F.H., O.L., S.C.B., A.S.E., E.M., R.A.C., N.D.T., Y.K., A.S.W., P.F.B., J.W.R.)
- Department of Internal Medicine (M.T.R., H.S., R.A.C., A.S.W., P.F.B., J.W.R.)
| | - Jesse W Rowley
- From the Molecular Medicine Program (M.T.R., H.S., J.F.H., O.L., S.C.B., A.S.E., E.M., R.A.C., N.D.T., Y.K., A.S.W., P.F.B., J.W.R.)
- Department of Internal Medicine (M.T.R., H.S., R.A.C., A.S.W., P.F.B., J.W.R.)
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5
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Nielsen MC, Andersen MN, Møller HJ. Monocyte isolation techniques significantly impact the phenotype of both isolated monocytes and derived macrophages in vitro. Immunology 2019; 159:63-74. [PMID: 31573680 DOI: 10.1111/imm.13125] [Citation(s) in RCA: 82] [Impact Index Per Article: 16.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2019] [Revised: 09/30/2019] [Accepted: 09/30/2019] [Indexed: 01/05/2023] Open
Abstract
Monocyte-derived macrophages (MDMs) generated from peripheral blood monocytes are widely used to model human macrophages for in vitro studies. However, the possible impact of different isolation methods on the resulting MDM phenotype is poorly described. We aimed to investigate the effects of three commonly used monocyte isolation techniques on the resulting MDM phenotype. Plastic adhesion, negative selection, and CD14pos selection were compared. Monocyte-derived macrophages were generated by 5-day culture with macrophage and granulocyte-macrophage colony-stimulating factors. We investigated monocyte and MDM yields, purity, viability, and cell phenotype. CD14pos selection resulted in highest monocyte yield (19·8 × 106 cells, equivalent to 70% of total) and purity (98·7%), compared with negative selection (17·7 × 106 cells, 61% of total, 85·0% purity), and plastic adhesion (6·1 × 106 cells, 12·9% of total, 44·2% purity). Negatively selected monocytes were highly contaminated with platelets. Expression of CD163 and CD14 were significantly lower on CD14pos selection and plastic adhesion monocytes, compared with untouched peripheral blood mononuclear cells. After maturation, CD14pos selection also resulted in the highest MDM purity (98·2%) compared with negative selection (94·5%) and plastic adhesion (66·1%). Furthermore, MDMs from plastic adhesion were M1-skewed (CD80high HLA-DRhigh CD163low ), whereas negative selection MDMs were M2-skewed (CD80low HLA-DRlow CD163high ). Choice of monocyte isolation method not only significantly affects yield and purity, but also impacts resulting phenotype of cultured MDMs. These differences may partly be explained by the presence of contaminating cells when using plastic adherence or negative selection. Careful considerations of monocyte isolation methods are important for designing in vitro assays on MDMs.
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Affiliation(s)
- Marlene C Nielsen
- Department of Clinical Biochemistry, Aarhus University Hospital, Aarhus, Denmark
| | - Morten N Andersen
- Department of Clinical Biochemistry, Aarhus University Hospital, Aarhus, Denmark.,Department of Biomedicine, Aarhus University, Aarhus, Denmark
| | - Holger J Møller
- Department of Clinical Biochemistry, Aarhus University Hospital, Aarhus, Denmark
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6
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Cho DI, Kang HJ, Jeon JH, Eom GH, Cho HH, Kim MR, Cho M, Jeong HY, Cho HC, Hong MH, Kim YS, Ahn Y. Antiinflammatory activity of ANGPTL4 facilitates macrophage polarization to induce cardiac repair. JCI Insight 2019; 4:125437. [PMID: 31434807 DOI: 10.1172/jci.insight.125437] [Citation(s) in RCA: 53] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2018] [Accepted: 07/23/2019] [Indexed: 12/12/2022] Open
Abstract
Mesenchymal stem cells (MSCs) can suppress pathological inflammation. However, the mechanisms underlying the association between MSCs and inflammation remain unclear. Under coculture conditions with macrophages, MSCs highly expressed angiopoietin-like 4 (ANGPTL4) to blunt the polarization of macrophages toward the proinflammatory phenotype. ANGPTL4-deficient MSCs failed to inhibit the inflammatory macrophage phenotype. In inflammation-related animal models, the injection of coculture medium or ANGPTL4 protein increased the antiinflammatory macrophages in both peritonitis and myocardial infarction. In particular, cardiac function and pathology were markedly improved by ANGPTL4 treatment. We found that retinoic acid-related orphan receptor α (RORα) was increased by inflammatory mediators, such as IL-1β, and bound to ANGPTL4 promoter in MSCs. Collectively, RORα-mediated ANGPTL4 induction was shown to contribute to the antiinflammatory activity of MSCs against macrophages under pathological conditions. This study suggests that the capability of ANGPTL4 to induce tissue repair is a promising opportunity for safe stem cell-free regeneration therapy from a translational perspective.
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Affiliation(s)
- Dong Im Cho
- Cell Regeneration Research Center, Chonnam National University Hospital, Gwangju, Korea
| | - Hye-Jin Kang
- Cell Regeneration Research Center, Chonnam National University Hospital, Gwangju, Korea
| | - Ju Hee Jeon
- Cell Regeneration Research Center, Chonnam National University Hospital, Gwangju, Korea
| | - Gwang Hyeon Eom
- Department of Pharmacology, Chonnam National University Medical School, Gwangju, Korea
| | - Hyang Hee Cho
- Cell Regeneration Research Center, Chonnam National University Hospital, Gwangju, Korea.,Department of Molecular Medicine, Graduate School, Chonnam National University, Gwangju, Korea
| | - Mi Ra Kim
- Cell Regeneration Research Center, Chonnam National University Hospital, Gwangju, Korea
| | - Meeyoung Cho
- Cell Regeneration Research Center, Chonnam National University Hospital, Gwangju, Korea
| | - Hye-Yun Jeong
- Cell Regeneration Research Center, Chonnam National University Hospital, Gwangju, Korea
| | - Hyen Chung Cho
- Cell Regeneration Research Center, Chonnam National University Hospital, Gwangju, Korea.,Department of Molecular Medicine, Graduate School, Chonnam National University, Gwangju, Korea
| | - Moon Hwa Hong
- Cell Regeneration Research Center, Chonnam National University Hospital, Gwangju, Korea
| | - Yong Sook Kim
- Cell Regeneration Research Center, Chonnam National University Hospital, Gwangju, Korea.,Biomedical Research Institute, Chonnam National University Hospital, Gwangju, Korea
| | - Youngkeun Ahn
- Cell Regeneration Research Center, Chonnam National University Hospital, Gwangju, Korea.,Department of Cardiology, Chonnam National University Medical School, Gwangju, Korea
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