Personalized p-THYROSIM model for thyroid hormone dynamics, hypothyroidism treatment & implementation in an iOS version for wide distribution

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Authors: Joseph J. DiStefano, Katarina Reid, Karim Ghabra, Rita Chen, Shruthi Narayanan
Cited by: 1
References: 9

Abstract

Objectives To: (1) update and refine the predictive abilities of original p-THYROSIM, a uniquely personalized simulation tool that mathematically mimics the thyroid hormone regulation system in humans, to optimize replacement LT4 and LT4+LT3 dosing for hypothyroid patients, based on individual hormone levels, heights ( H ), weights ( W ) and sex. Refinements include dependence on H and W separately, rather than composite BMI=W/H 2 . And to: (2) present a new and user-friendly software tool, an iOS p-THYROSIM app for the iPhone and iPad, to accomplish these goals, as well as a Python version for longer term disease progression simulations. Methods Original p-THYROSIM was refined and updated, first by refitting male and female data for establishing blood volume V b as a function of W s and H s of males and females separately. A superfluous parameter was also removed and FT4 and FT3 output plotting were slightly adjusted to align them with current assay ranges. We also developed two software packages for simulating the model: (1) a 100-day iOS implementation for the iPhone and iPad using Apple developer tools; and (2) a 1000-day version in Python, with time units converted from hours to days to render it more practical for research use with clinical diseases that evolve over months and years. Results The iOS app was implemented, exercised and tested in several clinical applications. Most notably, simulation results are shown and compared for hemi-thyroidectomy and for optimal dosing for mono- and combination hormone replacement therapies. With the Python version, graphic hormone responses for 240 days of evolving mono- and combination replacement therapies were illustrated for a simulated Hashimoto’s disease patient. With both versions, simulated combination therapy was shown to be more effective in achieving normal range FT4, FT3 and TSH concentrations in plasma. Conclusions p-THYROSIM can predictively provide accurate mono- and combination LT4+LT3 replacement hormone therapies for male and female hypothyroid patients, personalized with their H s and W s. Where combination therapy is warranted, our results predict that not much LT3 (typically 5 – 7.5 ug) is needed in addition to LT4 to restore euthyroid levels, with larger LT3 doses rarely needed, suggesting opportunities for further research exploring safe and effective combination therapy with lower T3 doses and slow-releasing T3 formulations.

Fields of Study & Subjects

Thyroid Disorders and Treatments Thyroid Cancer Diagnosis and Treatment Growth Hormone and Insulin-like Growth Factors

Publication details

Journal / source
Frontiers in Endocrinology
Publisher
Frontiers Media SA
Volume
16
Pages
1735282–1735282
Publication date
9 January 2026
Language
EN