title: Evidence for diversity in transcriptional profiles of single hematopoietic stem cells.
abstract: Hematopoietic stem cells replenish all the cells of the blood throughout the lifetime of an animal. Although thousands of stem cells reside in the bone marrow, only a few contribute to blood production at any given time. Nothing is known about the differences between individual stem cells that dictate their particular state of activation readiness. To examine such differences between individual stem cells, we determined the global gene expression profile of 12 single stem cells using microarrays. We showed that at least half of the genetic expression variability between 12 single cells profiled was due to biological variation in 44% of the genes analyzed. We also identified specific genes with high biological variance that are candidates for influencing the state of readiness of individual hematopoietic stem cells, and confirmed the variability of a subset of these genes using single-cell real-time PCR. Because apparent variation of some genes is likely due to technical factors, we estimated the degree of biological versus technical variation for each gene using identical RNA samples containing an RNA amount equivalent to that of single cells. This enabled us to identify a large cohort of genes with low technical variability whose expression can be reliably measured on the arrays at the single-cell level. These data have established that gene expression of individual stem cells varies widely, despite extremely high phenotypic homogeneity. Some of this variation is in key regulators of stem cell activity, which could account for the differential responses of particular stem cells to exogenous stimuli. The capacity to accurately interrogate individual cells for global gene expression will facilitate a systems approach to biological processes at a single-cell level.
authors.affiliation: Department of Medicine, Baylor College of Medicine, Houston, Texas, United States of America.
authors.forename: Carlos A
authors.initials: CA
authors.lastname: Ramos
authors.forename: Teresa A
authors.initials: TA
authors.lastname: Bowman
authors.forename: Nathan C
authors.initials: NC
authors.lastname: Boles
authors.forename: Akil A
authors.initials: AA
authors.lastname: Merchant
authors.forename: Yayun
authors.initials: Y
authors.lastname: Zheng
authors.forename: Irma
authors.initials: I
authors.lastname: Parra
authors.forename: Suzanne A W
authors.initials: SA
authors.lastname: Fuqua
authors.forename: Chad A
authors.initials: CA
authors.lastname: Shaw
authors.forename: Margaret A
authors.initials: MA
authors.lastname: Goodell
mesh_terms: D000818:Animals; D020869:Gene Expression Profiling / Q000379:methods*; D014644:Genetic Variation; D006412:Hematopoietic Stem Cells / Q000378:metabolism*; D051379:Mice; D008810:Mice, Inbred C57BL; D020411:Oligonucleotide Array Sequence Analysis / Q000379:methods; D015203:Reproducibility of Results; D020133:Reverse Transcriptase Polymerase Chain Reaction / Q000379:methods