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Series GSE162153 Query DataSets for GSE162153
Status Public on Nov 29, 2020
Title Clonal diversity of mTORC high and low AML before and after chemotherapy
Organism Mus musculus
Experiment type Other
Summary There are two possible mechanisms for the shift of gene expression to a high mTORC1 activity signature after chemotherapy; one is the selection of mTORC1 high cells and the second is the induction of mTORC1 activity following chemotherapy. We assessed these two possible scenarios by introducing genetic barcodes using the ClonTracer library that allowed for clonal tracking of ~0.2 million AML cells. We found that a significant proportion of unique barcodes are represented in both the mTORC1 high and low cell populations. Since barcodes only infect a single cell which has to exist in a high or low state, a significant proportion of barcodes that are represented by cells in both states suggests that induction occurs. Otherwise the proportion should be close to an extreme (0 or 1) meaning most of the populations exist only in mTORC1 high or mTORC1 low states. Additionally, clonal abundance based on barcodes revealed more similarity with respect to the cumulative proportion of represented barcodes between mTORC1 high and low cells in treated cohorts compared with non-treated cohorts. These data suggest a more similar distribution of mTORC1 high and low cells in these populations which would arise primarily due to induction rather than selection.
 
Overall design Clonal abundance between four hundred thousand mTORC1 high (mVenus low) or mTORC1 low (mVenus high) AML cells harvested from the mouse bone marrow before (day 0) or at either of the 3 different time after chemotherapy (day 5, 7, and 14) were compared.
 
Contributor(s) Oki T, Mercier F, Kato H, McDonald TO, Michor F, Scadden DT
Citation(s) 33431855
NIH grant(s)
Grant ID Grant title Affiliation Name
R01 CA194596 (PQC2) Localization as a determinant of cancer dormancy MASSACHUSETTS GENERAL HOSPITAL David T Scadden
U54 CA193461 Evolution and Treatment Response of Brain, Breast, and Hematologic Malignancies DANA-FARBER CANCER INSTITUTE Franziska Michor
R01 CA194596 (PQC2) Localization as a determinant of cancer dormancy MASSACHUSETTS GENERAL HOSPITAL Charles P. Lin
Submission date Nov 25, 2020
Last update date Jan 19, 2021
Contact name Toshihiko Oki
Organization name Massachusetts General Hospital
Department Center for Regenerative Medicine
Street address 185 Cambridge Street
City Boston
State/province MA
ZIP/Postal code 02114
Country USA
 
Platforms (1)
GPL21626 NextSeq 550 (Mus musculus)
Samples (36)
GSM4943582 AML Day 0 mTORC1 Low 1
GSM4943583 AML Day 0 mTORC1 High 1
GSM4943584 AML Day 0 mTORC1 Low 2
Relations
BioProject PRJNA680765
SRA SRP294142

Download family Format
SOFT formatted family file(s) SOFTHelp
MINiML formatted family file(s) MINiMLHelp
Series Matrix File(s) TXTHelp

Supplementary file Size Download File type/resource
GSE162153_RAW.tar 43.4 Mb (http)(custom) TAR (of TXT)
GSE162153_raw_count_matrix_table.txt.gz 2.7 Mb (ftp)(http) TXT
SRA Run SelectorHelp
Raw data are available in SRA
Processed data provided as supplementary file
Processed data are available on Series record

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