Figure 4.
Mathematical model and inferred dynamics of JAK2V617F, CALRm, and MPLm cells. (A) Design of the mathematical model. Mature and fully differentiated cells no longer divide and die at a rate δm. We modeled progenitor cells as originating from active HSCs that divide and encounter several divisions (modeled by the parameter κi). Progenitors exit their compartment at the differentiation rate δi and proliferate (modeled by the parameter κm) before entering the mature compartment. We also introduced 2 stem cell compartments depending on whether the HSC is considered active or inactive (quiescent), parameters ɣ and β model the exchanges between these 2 compartments. We assumed that the active HSCs might be recruited to differentiate at a rate α to contribute to hematopoiesis. Parameter Δ models the propensity of the stem cell pool to be depleted (if Δ < 0) or to expand (if Δ > 0). (B) Examples of dynamics of inferred mutated progenitor, HSC (CF), and mutated mature cells (VAF) are presented. Dynamics focusing on (i) homozygous JAK2V617F cells for 3 patients, (ii) heterozygous JAK2V617F cells from 2 patients, (iii) heterozygous CALRm cells from 2 patients, and (iv) heterozygous MPLm cells from a patient. Dots, square, and triangles, experimental data values; curves, median values determined from the mathematical model; red line, inferred dynamics of mutated HSCs (overlaid with the heterozygous progenitor CF for CALRm cases); shaded areas surrounding each curve, 95% confidence intervals. When comparing mature cells dynamics to heterozygous progenitor dynamics, we must keep in mind that the VAF in progenitor cells would be half the CF.

Mathematical model and inferred dynamics of JAK2V617F, CALRm, and MPLm cells. (A) Design of the mathematical model. Mature and fully differentiated cells no longer divide and die at a rate δm. We modeled progenitor cells as originating from active HSCs that divide and encounter several divisions (modeled by the parameter κi). Progenitors exit their compartment at the differentiation rate δi and proliferate (modeled by the parameter κm) before entering the mature compartment. We also introduced 2 stem cell compartments depending on whether the HSC is considered active or inactive (quiescent), parameters ɣ and β model the exchanges between these 2 compartments. We assumed that the active HSCs might be recruited to differentiate at a rate α to contribute to hematopoiesis. Parameter Δ models the propensity of the stem cell pool to be depleted (if Δ < 0) or to expand (if Δ > 0). (B) Examples of dynamics of inferred mutated progenitor, HSC (CF), and mutated mature cells (VAF) are presented. Dynamics focusing on (i) homozygous JAK2V617F cells for 3 patients, (ii) heterozygous JAK2V617F cells from 2 patients, (iii) heterozygous CALRm cells from 2 patients, and (iv) heterozygous MPLm cells from a patient. Dots, square, and triangles, experimental data values; curves, median values determined from the mathematical model; red line, inferred dynamics of mutated HSCs (overlaid with the heterozygous progenitor CF for CALRm cases); shaded areas surrounding each curve, 95% confidence intervals. When comparing mature cells dynamics to heterozygous progenitor dynamics, we must keep in mind that the VAF in progenitor cells would be half the CF.

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