Abstract

Cancer development is driven by series of events involving mutations, which may become fixed in a tumor via genetic drift and selection. This process usually includes a limited number of driver (advantageous) mutations and a greater number of passenger (neutral or mildly deleterious) mutations. We focus on a real-world leukemia model evolving on the background of a germline mutation. Severe congenital neutropenia (SCN) evolves to secondary myelodysplastic syndrome (sMDS) and/or secondary acute myeloid leukemia (sAML) in 30–40%. The majority of SCN cases are due to a germline ELANE mutation. Acquired mutations in CSF3R occur in >70% sMDS/sAML associated with SCN. Hypotheses underlying our model are: an ELANE mutation causes SCN; CSF3R mutations occur spontaneously at a low rate; in fetal life, hematopoietic stem and progenitor cells expands quickly, resulting in a high probability of several tens to several hundreds of cells with CSF3R truncation mutations; therapeutic granulocyte colony-stimulating factor (G-CSF) administration early in life exerts a strong selective pressure, providing mutants with a growth advantage. Applying population genetics theory, we propose a novel two-phase model of disease development from SCN to sMDS. In Phase 1, hematopoietic tissues expand and produce tens to hundreds of stem cells with the CSF3R truncation mutation. Phase 2 occurs postnatally through adult stages with bone marrow production of granulocyte precursors and positive selection of mutants due to chronic G-CSF therapy to reverse the severe neutropenia. We predict the existence of the pool of cells with the mutated truncated receptor before G-CSF treatment begins. The model does not require increase in mutation rate under G-CSF treatment and agrees with age distribution of sMDS onset and clinical sequencing data.

Highlights

  • Cancer development is driven by series of mutational events, which may become fixed in a hematologic or non-hematologic tumor via genetic drift

  • Severe congenital neutropenia (SCN) frequently transforms to a myeloid malignancy, commonly associated with a somatic mutation in CSF3R, the gene encoding the granulocyte colony-stimulating factor (G-CSF) Receptor

  • We built a mathematical model of evolution for CSF3R mutation starting with bone marrow expansion at the fetal development stage and continuing with postnatal competition between normal and malignant bone marrow cells

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Summary

Introduction

Cancer development is driven by series of mutational events, which may become fixed in a hematologic or non-hematologic tumor via genetic drift. This process usually includes a limited number of driver (advantageous) mutations, and a greater number of passenger (neutral or mildly deleterious) mutations. The relationship between driver and passenger mutations has been investigated using mathematical models representing carcinogenesis in terms of a “tug-of war” between the former and the latter [1, 2] Another related problem is whether carcinogenesis is driven by acquisition of single point mutations or by saltatory changes amounting to major genome rearrangement events [3, 4]. Hematopoiesis provide the best-characterized system for cell fate decision-making in both health and disease [10], as well as connections between stimuli such as inflammation and cancer [11]

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