Identification of the networks that regulate human monocytic myeloid-derived suppressor cell differentiation into inflammatory macrophages
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ABSTRACT: Background: Monocytic myeloid-derived suppressor cells (mMDSC) support immune evasion of tumors by blocking tumoricidal T and NK cell response. Efforts to reverse mMDSC-mediated immunosuppression identified that the TLR7/8 agonist R848 induces their maturation into tumoricidal macrophages Purpose: The factors that determine whether human mMDSC differentiate into MACinflam or MACsuppress are unclear. To investigate this issue, the role of cytokines and genes activated following R848 treatment was examined. Methods: After 4 hour stimulation, cells from stimulated mMDSC were stored in RNA protect (Qiagen, Frederick, MD). Total RNA was isolated using the RNeasy micro kit (Qiagen) and RNA quality was assessed using an Agilent 2200 TapeStation. mRNA libraries were generated using the Smart-Seq ultra-low input kit (Clontech) and sequenced using a HiSeq2500 sequencer using IlluminaTruSeq v4 chemistry with 125bp paired-end reads. Sequences were aligned to the human (hg19) reference genome. Genes that were differentially expressed compared to untreated samples were identified using CLC genomics workbench (version 10). Results: TNFa combined with IL-6 effectively supports the differentiation of mMDSC into tumoricidal macrophage by activating expression of conserved set of genes. Mechanistically, transcription factors NF-KB and STAT4 emerge as important regulators and potential targets to modify mMDSC behavior.
Project description:Immunosuppressive microenvironments block the activity of tumoricidal T and NK cells, allowing cancers to avoid immune elimination. Monocytic myeloid-derived suppressor cells (mMDSC) are an important component of these immunosuppressive milieus. Human mMDSC respond to stimulation via their Toll-like receptors by differentiating into macrophage. Agonists targeting TLRs 1/2 (such as PAM3) induce mMDSC to mature into immumosuppressive M2-like macrophage through a process that involves TNF and IL6. Agonists targeting TLRs 7/8 (such as R848) cause the same precursors to mature into tumoricidal M1-like macrophages, a process in which IL12 plays a central role. The immune suppression mediated by mMDSC is reversed by exposure to TLR 7/8 agonists which thus might be useful adjuncts for tumor immunotherapy. In this study we looked at several time points. hMDSC from four different donors were sorted from PBMC then cultured in the presence of R848, Pam 3 or left unstimulated for 30, 75 and 225 minutes. Late time points included samples from seven donors after 3 days in culture with the same TLR ligands. For microarray experiments total RNA was extracted, amplified into aRNA and coupled to Cy5. Similarly amplified RNA from universal RNA was coupled to Cy3 and used as a reference for each array.
Project description:Immunosuppressive microenvironments block the activity of tumoricidal T and NK cells, allowing cancers to avoid immune elimination. Monocytic myeloid-derived suppressor cells (mMDSC) are an important component of these immunosuppressive milieus. Human mMDSC respond to stimulation via their Toll-like receptors by differentiating into macrophage. Agonists targeting TLRs 1/2 (such as PAM3) induce mMDSC to mature into immumosuppressive M2-like macrophage through a process that involves TNF and IL6. Agonists targeting TLRs 7/8 (such as R848) cause the same precursors to mature into tumoricidal M1-like macrophages, a process in which IL12 plays a central role. The immune suppression mediated by mMDSC is reversed by exposure to TLR 7/8 agonists which thus might be useful adjuncts for tumor immunotherapy.
Project description:Total RNA was extracted from E18.5 brains with the olfactory bulbs removed using the MirVana miRNA isolation kit (Invitrogen). RNA concentration was determined in a NanoDrop 8000 (ThermoFisher) and RNA integrity using both 2100 Bioanalyzer and 2200 TapeStation (Agilent). Libraries were prepared from 1 μg of total RNA with TruSeq RNA Sample Preparation Kit v2 (Illumina). Library size was confirmed using 2200 TapeStation and High Sensitivity D1K screen tape (Agilent) and concentration was determined by Library quantification kit (KAPA). Libraries were multiplexed five per lane and then sequenced in a HiSeq2500 (Illumina) to generate 50 million paired end 75 bp reads. The "SAMPLE_ID" sample characteristic is a sample identifier internal to Genentech. The ID of this project in Genentech's ExpressionPlot database is PRJ0013017
Project description:Ventral spinal cord regions micro-dissected from E12.5 Arhgap35 (aka, p190) knockout embryos or control littermates (wild-type or p190+/-) were pulled and dissociated with papain (Worthington Biochemical Cat# LK003153) according to the manufacturer’s instructions. Cells were sorted on a Becton Dickinson FACS Vantage SE DiVa using Coherent Sapphire 488 nm solid state laser and collected directly into RLT lysis buffer containing β-mercaptoethanol (Qiagen). RNA was isolated using the RNeasy Mini Kit (Qiagen) with on-column DNase digestion (Qiagen RNase-Free DNase Set). Each sample contained between 100,000 and 200,000 GFP+ motor neurons isolated from 2-5 spinal cords during a single experimental session. Five p190-/- and five control RNA samples were quantified with Agilent 2200 TapeStation system prior to preparation of mRNA-sequencing libraries (50 bp single-end) using the Illumina TruSeq RNA Library Preparation Kit (v2) according to the manufacturer’s instructions. Libraries were sequenced with Illumina HiSeq 2500 platform. "Negative" samples are from FACS-sorted Hb9:GFP-negative cells.
Project description:Splenocytes, peripheral blood cells, peritoneal cells and tumor cells were washed with PBS and were counted. Cells were centrifuged at 400 g for 5 min and supernatant was removed. Cells pellet (< 3 x 106 cells) was resuspend in 350 µl of RLT buffer (Qiagen). RNA was extracted with RNeasy Mini kit (Qiagen) according to manufacturer’s protocol. mRNA library preparation was realized following manufacturer’s recommendations (KAPA mRNA HyperPrep ROCHE). Library purity/integrity were assessed using an Agilent 2200 Tapestation (Agilent Technologies, Waldbrunn, Germany). Final 7 samples pooled library prep were sequenced on Nextseq 500 ILLUMINA with MidOutPut cartridge (2x130Millions of 75 bases reads), corresponding to 2x18Millions of reads per sample after demultiplexing.
Project description:Purpose: Pulmonary tuberculosis (TB), caused by Mycobacterium tuberculosis (Mtb), has long been associated with the development of lung adenocarcinoma (LUAD) and sarcoidosis. These chronic lung diseases share histopathological similarities that challenge differential diagnosis. Methods: Human lung tissues were used for total RNA extraction with RNeasy Plus Mini Kit (Qiagen) according to the manufacturer’s protocol. RNA purity was assessed using a Nanodrop ND-2000 (Thermo Scientific), and each RNA sample had an A260:A280 ratio above 1.8 and an A260:A230 ratio above 2.0. RNA integrity was evaluated using the Agilent 2200 TapeStation (Agilent Technologies), and each sample had the RNA Integrity Number (RIN) above 7.0. The ribosomal RNAs (rRNAs) were removed using Ribo-Zero rRNA Removal Kits (Illumina). RNA libraries were then constructed by NEBNext Ultra RNA Library Prep Kit for Illumina (New England Biolabs) and evaluated using the Agilent 2200 TapeStation and Qubit® 2.0 (Life Technologies). Sequencing was performed by RiboBio Co., Ltd. on an Illumina HiSeq 3000 machine with paired-end 150-bp reads. The adaptors and low quality bases assessed using FASTQC 0.11.3 were trimmed by Trimmomatic 0.39 using the following options: TRAILING:20, MINLEN:235 and CROP:235. Trimmed reads were then aligned to the ensembl 79 (GRCh38.p2) reference genome using STAR 2.4.2a. FeatureCounts 1.6.2 was subsequently employed to convert aligned short reads into read counts for each sample. Genes with less than ten counts in two or more samples were removed. The data were then analyzed using R 3.4.4 and DEseq2 1.18.1. Differentially expressed genes of each disease group were identified using Wald statistics test, with fold-change > 2 and Benjamini–Hochberg (BH)-adjusted P < 0.1 as compared to NC group. Results: These findings provide novel pathogenic links and molecular markers for better understanding and differential diagnosis of pulmonary TB, LUAD and sarcoidosis.
Project description:To study the effects of Notch signal in tumor associated endothelial cells ,we conducted a RNA sequence assay. Briefly, TECs were isolatedas described above from LLC tumors 14 days after inoculation in 3 pairs of NICeCA and control mice. Total RNA was extracted using Trizol, and RNA integrity was evaluated using the Agilent 2200 Tape Station (Agilent Technologies, Santa Clara, California, USA) and each sample had the RINe above 7.0. rRNA was removed using the EpicentreRibo-Zero rRNARemoval Kit ( Illumina, San Diego, CA). Remaining RNA was fragmented into approximately 200bp fragments. Subsequently, the sample was subjected to first and second strand cDNA synthesis followed by adaptor ligation and enrichment with a low-cycle PCR usingTruSeq® RNA LT/HT Sample Prep Kit (Illumina). The purified library products were evaluated using the Agilent 2200 TapeStation and Qubit®2.0 (Life Technologies) and then diluted to 10 pM for cluster generation in situ on the HiSeq3000 pair-end flow cell followed by sequencing (2×150 bp) on HiSeq 3000.
Project description:Monocyte-derived macrophages were stimulated with 25 ng/ml of the indicated IFNs or infected with HIV-1-BaL-HSA. Total RNA was isolated 18 h following stimulation/infection using RNeasy minikit (Qiagen). Intact poly(A) RNA was purified from total RNA samples (100 to 500 ng) with oligo(dT) magnetic beads, and stranded mRNA sequencing libraries were prepared as described using the Illumina TruSeq Stranded mRNA Library Preparation kit (catalog no. RS-122-2101 and RS-122-2102). Purified libraries were qualified on an Agilent Technologies 2200 TapeStation using a D1000 ScreenTape assay (catalog no. 5067-5582 and 5067-5583). The molarity of adapter-modified molecules was defined by quantitative PCR using the Kapa Biosystems Kapa Library Quant kit (catalog no. KK4824). Individual libraries were normalized to 10 nM, and equal volumes were pooled in preparation for Illumina sequence analysis. Sequencing libraries (25 pM) were chemically denatured and applied to an Illumina HiSeq v4 single-read flow cell using an Illumina cBot system. Hybridized molecules were clonally amplified and annealed to sequencing primers with reagents from an Illumina HiSeq SR cluster kit v4-cBot (catalog no. GD-401-4001). Following transfer of the flow cell to an Illumina HiSeq 2500 instrument (HCSv2.2.38 and RTA v1.18.61), a 50-cycle single-read sequence run was performed using HiSeq SBS kit v4 sequencing reagents (catalog no. FC-401-4002).
Project description:Total RNA was extracted from WT and RBP-JCKO mBMDMs at 36 hpi (HTMV, MOI=1), using TRIzol (Invitrogen). Ribosomal RNA was removed using the Ribo-Zero™ kit (Epicentre Biotechnologies). Fragmented RNA (the average length was approximately 200 bp) was subjected to first-strand and second-strand cDNA synthesis followed by adaptor ligation and enrichment with a low cycle according to the instructions of the NEBNext® Ultra™ RNA Library Prep Kit for Illumina (NEB). The purified library products were evaluated using the Agilent 2200 TapeStation and Qubit®2.0 (Life Technologies). The libraries were paired-end sequenced (PE150, sequencing reads were 150 bp) at Guangzhou Ribo Biotechnology (Guangzhou, China) using the Illumina HiSeq 3000 platform. Transgenic mice type: RBP-JCKO (Lyz2-Cre+ RBP-Jfloxed) C57BL/6J Mice.
Project description:Murine CD3+ T-cells were immunomagnetically purified from the spleens of C57BL/6J mice and were pretreated in vitro for three days in the presence of R848 (5 μg/ml). Unmanipulated T-cells served as negative control. We used Qiagen Toll-like Receptor RT2 Profiler PCR Array kit to quantitate gene expression profiling of the TLR signaling pathway.