Project description:To study developmental trajectories in brain organoids, we conducted scRNA-seq and scATAC-seq in parallel on a dense timecourse of early development.
Project description:Aging is one of the pivotal risk factors for cancer, notably in breast cancer with diagnosis striking at the average age of 62. However, the intricate mechanisms underlying aging and breast cancer susceptibility remain unclear. In this study, we depicted a comprehensive single-cell landscape of gene expression (scRNA-seq) and chromatin accessibility (scATAC-seq) of mammary glands from different aged rats. Mechanically, we revealed midkine, a growth factor secreted by basal epithelial cells, which might mediates the age-related mammary changes, as a validation, we treated young rats with midkine for a month and performed the single-cell transcriptome analysis on those mammary glands. We found midkine could largely mediates the transcriptional shift and hyperproliferation of aged epithelial cell by activating PI3K/AKT-SREBF1 signaling. Furthermore, we find the aging-related accumulation of midkine could largely mediated aging-related changes of mammary gland and promoting the tumorigenesis of breast tumors proved using a well-established Nitroso-N-methylurea (NMU)-induced breast cancer rat model. Our finding identify a promising biomarker and intervention target for both mammary aging and tumorigenesis.
Project description:To study developmental trajectories in brain organoids, we conducted scRNA-seq and scATAC-seq in parallel on a dense timecourse of early development.
Project description:Aging is one of the pivotal risk factors for cancer, notably in breast cancer with diagnosis striking at the average age of 62. However, the intricate mechanisms underlying aging and breast cancer susceptibility remain unclear. In this study, we depicted a comprehensive single-cell landscape of gene expression (scRNA-seq) and chromatin accessibility (scATAC-seq) of mammary glands from different aged rats. Mechanically, we revealed midkine, a growth factor secreted by basal epithelial cells, which might mediates the age-related mammary changes, as a validation, we treated young rats with midkine for a month and performed the single-cell transcriptome analysis on those mammary glands. We found midkine could largely mediates the transcriptional shift and hyperproliferation of aged epithelial cell by activating PI3K/AKT-SREBF1 signaling. Furthermore, we find the aging-related accumulation of midkine could largely mediated aging-related changes of mammary gland and promoting the tumorigenesis of breast tumors proved using a well-established Nitroso-N-methylurea (NMU)-induced breast cancer rat model. Our finding identify a promising biomarker and intervention target for both mammary aging and tumorigenesis.
Project description:Medullary thymic epithelial cells (mTECs) are critical for self-tolerance induction in T cells via promiscuous expression of tissue-specific antigens (TSAs), which are controlled by the transcriptional regulator, AIRE. Whereas AIRE-expressing (Aire+) mTECs undergo constant turnover in the adult thymus, mechanisms underlying differentiation of postnatal mTECs remain to be discovered. Integrative analysis of single-cell assays for transposase-accessible chromatin (scATAC-seq) and single-cell RNA sequencing (scRNA-seq) suggested the presence of proliferating mTECs with a specific chromatin structure, which express high levels of Aire and co-stimulatory molecules, CD80 (Aire+CD80hi). Proliferating Aire+CD80hi mTECs detected using Fucci technology express a minimal number of Aire-dependent TSAs and are converted into quiescent Aire+CD80hi mTECs expressing high levels of TSAs after a transit amplification. These data provide evidence for the existence of transit-amplifying Aire+mTEC precursors during the Aire+mTEC differentiation process of the postnatal thymus.
Project description:Purpose: to depict the single-cell map and reveal the heterogeneity of hPSC derived macrophages Methods: Differentiation day 14 iMacs were dissociated to obtain a single-cell suspension. scRNA-seq and scATAC-seq library preparation and sequencing were done by CapitalBio Technology (https://www.capitalbiotech.com/). scRNA-seq, the cell suspension was immediately loaded onto the Chromium Single Cell Controller (10× Genomics) for droplet formation. cDNA and subsequent sequencing library were generated using Chromiun Single Cell 3’ Reagent Kit (v3 Chemistry) (10× Genomics) according to the instruction manual. For sc-ATAC-seq, cell nuclei were extracted with Chromiun Nuclei Isolation Kit (v2 Chemistry) (10x Genomics) and then loaded onto the Chromium Single Cell Controller for droplet formation. Results: ScRNA-seq and scATAC-seq data of differentiation day 14 iMacs from hPSCs Conclusions: day 14 differentiation culture, which consisted primarily of monocytes and macrophages.