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Ethnicity-specific transcriptomic variation in immune cells and correlation with disease activity in systemic lupus erythematosus

ABSTRACT: Participants were recruited from the California Lupus Epidemiology Study (CLUES). CLUES was approved by the Institutional Review Board of the University of California, San Francisco. Peripheral blood mononuclear cells were isolated from patient donors. Cells were isolated from peripheral blood utilizing magnetic beads (CD14+monocytes, B cells, CD4+T cells and NK cells) using EasySep protocol from STEM cell technologies on 120 patients. RNA and DNA were extracted using Qiagen column and quality was assessed on Agilent bioanalyzer. 1ng - 5ng of RNA was used with SmartSeqv2 protocol to get cDNA, followed by Illumina Nextera XT DNA library prep with input of 0.8ng cDNA and 15 cycles of PCR amplification. Both cDNA and DNA libraries qualities were controlled on Agilent bioanalyzer. Libraries were sequenced on HiSeq4000 PE150.

ORGANISM(S): Homo sapiens

PROVIDER: GSE164457 | GEO | 2021/03/04

REPOSITORIES: GEO

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Project description:Purpose: Next-generation sequencing (NGS) has revolutionized systems-based analysis of cellular pathways. The goals of this study are to compare adhesion gene clusters and clock genes / biomarkers at different time points throughout the day in sorted murine lympahtic endothelial cells. Methods: RNA of sorted dermal LECs harvested in TriZol-LS was purified using Direct-zol RNA mini Prep Kit (ZymoResearch) following manufacturer’s instructions. Isolated RNA was quantified using the Nanodrop (Thermofisher) and analyzed on a Bioanalyzer (Agilent) using the RNA 6000 Nano or Pico Kit (Agilent). 75 ng of eluted total RNA was digested with DNase (Thermofisher) to remove DNA contaminations. An additional purification step with RNAClean XP Beads (Agencourt) was performed. The purified, bead-bound RNA was directly used as input in the SMART-Seq v4 Ultra Low Input RNA Kit (TaKaRA Bio). Full-length cDNA was generated following manufacturer’s instructions. Full-length cDNA was quantified using the Qubit dsDNA HS Assay Kit (Invitrogen) with the Qubit fluorometer. Finally, sequencing libraries were generated using 500 pg full-length cDNA following the NexteraXT protocol (Illumina). Libraries were quantified on a Bioanalyzer (Agilent) using the DNA 1000 Kit (Agilent) and sequenced on a HiSeq1500 system (Illumina) with a readlength of 100 nt, single-end mode. Results: obtained transcriptome profiles were processed on a Galaxy web interface hosted by LAFUGA (Gene Center, Munich). After demultiplexing and trimming data was mapped against the mouse genome (mm10) using RNA-STAR mapper (Galaxy Version 2.5.2b-0). Abundant reads were counted using HTSeq-count (Galaxy Version 1.0.0). Afterwards, gene expression analysis to detect differentially expressed genes was performed using DESeq2 (Galaxy Version 2.11.40.6), setting the false discovery rate (FDR) <0.05. Comparing the expression profiles and the enrichment of gene ontology cluster adhesion revealed a highly time-of-day dependent expression profile of genes. Conclusions: Our study represents the first detailed analysis of time-of-day dependent lymphatic endothelial cell transcriptomes, with respect to adhesion and clock genes. This will provide valid input into chronotherapy, timed delivery of substances and new therapeutic avenues.

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Ethnicity-specific transcriptomic variation in immune cells and correlation with disease activity in systemic lupus erythematosus

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