Project description:Purpose: Next-generation sequencing (NGS) has revolutionized systems-based analysis of cellular pathways. The goals of this study are to use RNA-seq to compare ILC3s and pDCs gene expression in colon cancer. Results: Using an optimized data analysis workflow, More than >60 million clean reads were obtained from each sample group after elimination of low-quality reads. A total of 14,943 in ILC3s and 10,840 in pDCs DEGs were found up-regulated and 4,213 in ILC3s and 11,549 DEGs in pDC s down-regulated on comparison of ILC3s and pDCs from tumor samples and controls samples transcripts with TopHat workflow. RNA-seq data confirmed stable expression of 25 known housekeeping genes, and 12 of these were validated with qRT–PCR. RNA-seq data had a linear relationship with qRT–PCR for more than four orders of magnitude and a goodness of fit (R2) of 0.8798. Approximately 10% of the transcripts showed differential expression between the WT and Nrl−/− retina, with a fold change ≥1.5 and p value <0.05. Altered expression of 25 genes was confirmed with qRT–PCR, demonstrating the high degree of sensitivity of the RNA-seq method. Hierarchical clustering of differentially expressed genes uncovered several as yet uncharacterized genes that may contribute to retinal function. Data analysis with BWA and TopHat workflows revealed a significant overlap yet provided complementary insights in transcriptome profiling. Conclusion: These findings highlighting the important roles of ILC3s and pDCs in the processes of tumor progression and inhibition in colon cancer promote the development of new strategies for inducing antitumor immune responses in metastatic and recurrent colon cancer.
Project description:Background and Aims. Dendritic cells (DCs) play a pivotal role in maintaining immunological homeostasis by orchestrating innate and adaptive immune responses via migration to inflamed sites and the lymph nodes (LNs). Plasmacytoid DCs (pDCs) have been reported to accumulate in the colon of inflammatory bowel disease (IBD) patients and dextran sulfate sodium (DSS)-induced colitis mice. However, the role of pDCs in the progression of colonic inflammation remains unclear. Methods. 80 compounds in natural medicines were searched for inhibitors of pDC migration using bone marrow-derived pDCs (BMpDCs) and conventional DCs (BMcDCs). BALB/c mice were given 3% DSS in the drinking water for 7 days to induce acute colitis. Compounds, which specifically inhibited pDC migration, were administrated into DSS-induced colitis mice. Results. Astragaloside IV (As-IV) and oxymatrine (Oxy) suppressed BMpDC migration but not BMcDC migration. In DSS-induced colitis mice, the number of pDCs was markedly increased in the colonic lamina propria (LP), and the expression of CCL21 was obviously observed in colonic isolated lymphoid follicles (ILFs). As-IV and Oxy reduced symptoms of colitis and the accumulation of pDCs in colonic ILFs but not in the colonic LP. Moreover, in a BMpDC adoptive transfer model, BMpDC migration to colonic ILFs was significantly decreased by treatment with As-IV or Oxy. Conclusion. pDCs accumulated in the colon of DSS-induced colitis mice, and As-IV and Oxy ameliorated DSS-induced colitis by suppressing pDC migration to colonic ILFs. Accordingly, the selective inhibition of pDC migration may be a potential therapeutic approach for treating colonic inflammatory diseases.
Project description:Developmental origins of dendritic cells (DCs) including conventional DCs (cDCs, comprising cDC1 and cDC2 subsets) and plasmacytoid DCs (pDCs) remain unclear. We studied DC development in unmanipulated adult mice using inducible lineage tracing combined with clonal DNA "barcoding" and single-cell transcriptome and phenotype analysis (CITE-Seq). Inducible tracing of Cx3cr1+ hematopoietic progenitors in the bone marrow showed that they simultaneously produce all DC subsets including pDCs, cDC1s and cDC2s. Clonal tracing of hematopoietic stem cells (HSCs) and of Cx3cr1+ progenitors revealed clone sharing between cDC1s and pDCs, but not between the two cDC subsets or between pDCs and B cells. Accordingly, CITE-Seq analyses of differentiating HSCs and Cx3cr1+ progenitors identified progressive stages of pDC development including Cx3cr1+ Ly-6D+ propDCs that were distinct from lymphoid progenitors. These results reveal the shared origin of pDCs and cDCs, and suggest a revised scheme of DC development whereby pDCs share clonal relationship with cDC1s
Project description:We exploited label-free quantitative mass spectrometry to compare primary human blood Dendritic cells (DCs) subsets protein expression to identify new markers. Subsets distinguished are: Plasmacytoid DCs (pDC) and BDCA3+ and CD1c+ myeloid DCs and CD16+ monocytes. The dendritic cells were analyzed by LC-MS/MS and processed by MaxQuant for identification and LFQ quantification.
Project description:Plasmacytoid dendritic cells (pDCs) develop from pre-pDCs, while two lineages of conventional DCs (cDC1s and cDC2s) develop from lineage-committed pre-cDCs. A number of transcription factors (TFs) have been implicated in regulating the development of pDCs (E2-2, Id2) and cDC1s (IRF8, Id2 and Batf3) however, those required for the early commitment of pre-cDCs towards the cDC2 lineage are unknown. Here we identified the TF Zinc finger E box binding homeobox 2 (Zeb2), to play a crucial role in regulating DC development. Zeb2 was expressed from the pre-pDC and pre-cDC stage onwards, and highly expressed in mature pDCs and cDC2s. Mice conditionally lacking Zeb2 in CD11c+ cells had a cell intrinsic reduction in pDCs and cDC2s, coupled with an increase in cDC1s. Conversely, mice in which CD11c+ cells overexpressed Zeb2 displayed a reduction in cDC1s. This was accompanied by altered expression of Id2, which was upregulated in cDC2s and pDCs from conditional knock-out mice. Zeb2 ChIP analysis revealed Id2 to be a direct target of Zeb2. Thus, we conclude that Zeb2 regulates commitment to both the cDC2 and pDC lineages through repression of Id2.
Project description:Dendritic cells (DCs) are critical immune regulators involved in autoimmune diseases, but exploiting them clinically requires a detailed picture on the mechanisms orchestrating their development. DNA methylation is attractive in this regard because it is reversible and as such allows therapeutic manipulation. Combining single cell transplantation assays with whole-genome methylation assessment and with mice expressing reduced DNA methyltransferase 1 levels, we show that conventional and plasmacytoid DCs arise from myeloid-restricted hematopoietic stem cells (HSCs), suggesting that both subsets can develop independently of the lymphoid pathway. DC commitment by these HSCs requires an intrinsically high methylation threshold to establish expression of DC genes, particularly the Flt3 cytokine receptor. Reducing methylation depleted DCs and ameliorated systemic lupus erythematosus in mice. These studies shed novel light on the DC origin, show how lineage- and subset-specific methylation dynamics regulate DC fate and provide a potential rationale for targeting DCs in autoimmunity by hypomethylating agents.
Project description:We determined the microRNA profile of conventional DCs, plasmacytoid DCs, in vitro derived conventional DCs, and DC precursors in the bone marrow. We then compared conventional DCs to plasmacytoid DCs, conventional DCs and in vitro conventional DCs. In addition, we used MDS analysis to compare all the profiles. 14 profiles were produced. Duplicates of LSKs, CMPs, CLPs, CDPs, conventional DCs, plasmacytoid DCs, in vitro cDCs were sequenced.