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Mutation, Drift and Selection in Single-driver Hematologic Malignancy: Example of Secondary Myelodysplastic Syndrome Following Treatment of Inherited Neutropenia

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Specialty Biology
Date 2019 Jan 8
PMID 30615612
Citations 4
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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.

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References
1.
Beekman R, Valkhof M, Sanders M, van Strien P, Haanstra J, Broeders L . Sequential gain of mutations in severe congenital neutropenia progressing to acute myeloid leukemia. Blood. 2012; 119(22):5071-7. DOI: 10.1182/blood-2012-01-406116. View

2.
Donadieu J, Beaupain B, Rety-Jacob F, Nove-Josserand R . Respiratory distress and sudden death of a patient with GSDIb chronic neutropenia: possible role of pegfilgrastim. Haematologica. 2009; 94(8):1175-7. PMC: 2719042. DOI: 10.3324/haematol.2008.005330. View

3.
Germeshausen M, Skokowa J, Ballmaier M, Zeidler C, Welte K . G-CSF receptor mutations in patients with congenital neutropenia. Curr Opin Hematol. 2008; 15(4):332-7. DOI: 10.1097/MOH.0b013e328303b9f6. View

4.
Dowling D, Levy O . Ontogeny of early life immunity. Trends Immunol. 2014; 35(7):299-310. PMC: 4109609. DOI: 10.1016/j.it.2014.04.007. View

5.
Stute N, Santana V, Rodman J, Schell M, Ihle J, Evans W . Pharmacokinetics of subcutaneous recombinant human granulocyte colony-stimulating factor in children. Blood. 1992; 79(11):2849-54. View