Table 1 Model parameters perturbed in the global sensitivity analysis.

From: Dedifferentiation-mediated stem cell niche maintenance in early-stage ductal carcinoma in situ progression: insights from a multiscale modeling study

Parameter

Symbol

Units

Baseline [range]

Distribution

Reference

Discrete (ABM) parameters

Cell cycle time*

τP

hours

20 [16.5 – 23.5]

Uniform

[29, 30]

Symmetric proliferation probability

     

 -progenitor (is daughter progenitor or differentiated?)*,†,§§

ωP

%

75% [50% – 100%]

Uniform

N/A

 -stem (is daughter stem?)*,†,§

ωSC

%

12% [12% ± 6%]

Lognormal

[46]

 -stem (are non-stem daughters ER + or ER–?)*,§§

ωSC,+/–

%

50% [36 – 64%]

Uniform

N/A

Apoptosis probability*

ωApop

% Δt−1

0.705% [0.10% – 1.31%]

Uniform

[47]

Proliferation cycles before differentiation*,†,§§

Pmax

Cell cycles

18 [11 – 25]

Uniform

 

Cell density threshold for quiescence*,†,§§

θQ

Cells volume−1

70% [50 – 90%]

Uniform

N/A

Dedifferentiation probability†,§

ΩDD

% cell−1 cycle−1

0.4% [0.1 – 0.7%]

Uniform

[24]

Hybrid (ABM ↔ continuum) parameters

Cancer cell oxygen metabolism multiplier (cancer cell oxygen metabolism = λC×λE)*,†, §

λC

Mol cell-1 s−1

4.5× healthy cell metabolism [3.0 – 6.0×]

Uniform

[48]

Estrogen metabolism*,§§

λE

Normalized (% baseline)

1.0 [0.9 – 1.1]

Uniform

N/A

FGF uptake/metabolism*,§§

λFGF

Normalized (% baseline)

0.72 [0.648 – 0.792]

Uniform

N/A

AREG production*,§§

λAREG

Normalized (% baseline)

0.086 [0.0774 – 0.096]

Uniform

N/A

Estrogen proliferation threshold*,†,§§

θE

Normalized (% baseline)

0.85 [0.85 ± 0.2]

Lognormal

N/A

FGF proliferation threshold*,†,§§

θFGF

Normalized (% baseline)

0.7 [0.7 ± 0.15]

Lognormal

N/A

  1. Parameters were tested with either a uniform range [min-max] or a lognormally distributed range [mean ± error factor], with each run under a unique parameter setting determined by LHS. *Parameters perturbed in the full global sensitivity analysis without dedifferentiation. Parameters perturbed in the dedifferentiation sensitivity analysis. §Parameters quantified from in vivo or in vitro experimental measurements. §§Parameters estimated mathematically or obtained from other modeling work.