Dynamic equilibrium of reconstituting hematopoietic stem cell populations.
Clonal dominance in hematopoietic stem cell populations is an important question of interest but not one we can directly answer. Any estimates are based on indirect measurement. For marked populations, we can equate empirical and theoretical moments for binomial sampling, in particular we can use the well-known formula for the sampling variation of a binomial proportion. The empirical variance itself cannot always be reliably estimated and some caution is needed. We describe the difficulties here and identify ready solutions which only require appropriate use of variance-stabilizing transformations. From these we obtain estimators for the steady state, or dynamic equilibrium, of the number of hematopoietic stem cells involved in repopulating the marrow. The calculations themselves are not too involved. We give the distribution theory for the estimator as well as simple approximations for practical application. As an illustration, we rework on data recently gathered to address the question as to whether or not reconstitution of marrow grafts in the clinical setting might be considered to be oligoclonal.
Institut National de la Santé et de la Recherche Médicale, Laboratoire de Statistique Théorique et Appliquée, Université Paris VI, Paris, France. jmoquigley@gmail.com
John
J
O'Quigley
D001499:Bayes Theorem; D019070:Cell Lineage; D019295:Computational Biology; D005260:Female; D006410:Hematopoiesis; D018380:Hematopoietic Stem Cell Transplantation; D006412:Hematopoietic Stem Cells / Q000166:cytology*; D006801:Humans; D016013:Likelihood Functions; D008954:Models, Biological; D039904:Pluripotent Stem Cells / Q000166:cytology / Q000637:transplantation