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SRX23810669: GSM8113086: Crispr Mouse with ReDeeM, Batch2, RNA, sample 15; Mus musculus; RNA-Seq
1 ILLUMINA (Illumina NovaSeq 6000) run: 469.2M spots, 55.4G bases, 15.7Gb downloads

External Id: GSM8113086_r1
Submitted by: Vijay Sankaran lab and Jonathan Weissman lab, Genetics, Broad Institute and Whitehead Institute
Study: Deciphering cell states and genealogies of human hematopoiesis with single-cell multi-omics [Crispr_Mouse_Batch2]
show Abstracthide Abstract
The human blood system is maintained through the differentiation and massive amplification of a limited number of long-lived hematopoietic stem cells (HSCs). Perturbations to this process underlie a diverse set of diseases, but the clonal contributions to human hematopoiesis and how this changes with age remain incompletely understood. While recent insights have emerged from barcoding studies in model systems, simultaneous detection of cell states and phylogenies from natural barcodes in humans has been challenging, which has limited the ability to explore functional differences between HSC clones. Here, we introduce an improved single-cell lineage tracing system based on deep detection of naturally-occurring mitochondrial DNA (mtDNA) mutations with simultaneous readout of transcriptional states and chromatin accessibility. We use this system to define the clonal architecture of HSCs, and map the physiological state and output of these clones. We uncover functional heterogeneity in HSC clones, which is stable over months and manifests as differences in total HSC output as well as biases toward the production of different mature blood and immune lineages. We also find that the diversity of HSC clones decreases dramatically with age leading to an oligoclonal structure with multiple distinct clonal expansions. Our study thus provides the first clonally-resolved and cell-state aware atlas of human hematopoiesis at single-cell resolution revealing an unappreciated functional diversity of human HSC clones both in young and aged individuals and more broadly paves the way for refined studies of clonal dynamics across a range of tissues in human health and disease. Overall design: We developed single-cell Regulatory multi-omics with Deep Mitochondrial mutation profiling (ReDeeM), which is a modified massive parallel single cell protocol to simultaneously profile multi-omics with deep mtDNA sequencing based on the 10X Genomics platform. With ReDeeM, three separate libraries are generated, including enriched mtDNA library for deep sequencing and mutation profiling, RNA library for gene expression, as well as ATAC library for chromatin accessibility profiling, all of which are linked via matchable single cell barcodes. Following the principle of our previous work, we firstly modified the droplet-based 10X genomics multi-omics protocol (Catalog #100283) by processing the whole cell instead of nuclei with fixation and mild permeabilization to maximally retain mitochondrial DNA. Next, we designed mtDNA specific probe sets to enrich the mitochondrial fragments using DNA hybridization. The RNA and ATAC library preps follow the standard 10X protocol with some modifications. More method details are described in the method section and an open ReDeeM Protocol is available. ReDeeM is further computationally supported by consensus variant calling pipeline redeemV , and an inhouse R package redeemR for the downstream mutation quality control, as well as single cell phylogenetic and integrative analysis. This SubSeries contains data of CRISPR mouse lineage tracing with ReDeeM
Sample: Crispr Mouse with ReDeeM, Batch2, RNA, sample 15
SAMN40149255 • SRS20633531 • All experiments • All runs
Organism: Mus musculus
Library:
Name: GSM8113086
Instrument: Illumina NovaSeq 6000
Strategy: RNA-Seq
Source: TRANSCRIPTOMIC SINGLE CELL
Selection: cDNA
Layout: PAIRED
Construction protocol: Mouse experiments were approved by the Massachusetts Institute of Technology Institutional Animal Care and Use Committee (IACUC) (institutional animal welfare assurance no. A-3125-01). A male mouse embryonic stem cell (mESC) line harbouring the conditional alleles KrasLSL-G12D/+ and Trp53fl/fl (KP) was engineered with the lineage tracer cassettes. The detailed engineering process, including vector information, tumour harvest and single-cell suspension were prepared as described in Yang et al. Two independent mESC lines were used for batch-1 and batch-2 experiments. The single cells of batch-2 from multiple tumors were labelled with Cell Hash and were profiled using ReDeeM except the following modification. Additional Target Site libraries were needed. The amplified cDNA libraries were further amplified with Target Site-specific primers containing Illumina-compatible adapters and sample indices (oDYT023-oDYT038, forward:5′CAAGCAGAAGACGGCATACGAGATNNNNNNNNGTCTCGTGGGCTCGGAGATGTGTATAAGAGACAGAATCCAGCTAGCTGTGCAGC; reverse:5′-AATGATACGGCGACCACCGAGATCTACACNNNNNNNNTCTTTCCCTACACGACGCTCTTCCGATCT; “N” denotes sample indices) using Kapa HiFi ReadyMix (Roche), as described. For sequencing scRNA, scATAC, mtDNA libraries, the same strategy as described for ReDeeM were used, except that four sets of mouse specific probes were designed to enrich mitochondrial fragments. For sequencing Target Site libraries, 15,000 total reads per cell were expected, and the following read lengths were used: Read1: 26 cycles, i7: 8 cycles, Read2: 290 cycles).
Runs: 1 run, 469.2M spots, 55.4G bases, 15.7Gb
Run# of Spots# of BasesSizePublished
SRR28197503469,226,68555.4G15.7Gb2024-03-01

ID:
32108329

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