Integrated Pharmacometrics and Systems Pharmacology Model‐Based Analyses to Guide GnRH Receptor Modulator Development for Management of Endometriosis
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An adapted multiscale model predicted that targeting estradiol between 20 and 40 pg/ml provides endometriosis pain relief with minimal bone mineral density loss.
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Abstract
Endometriosis is a gynecological condition resulting from proliferation of endometrial-like tissue outside the endometrial cavity. Estrogen suppression therapies, mediated through gonadotropin-releasing hormone (GnRH) modulation, decrease endometriotic implants and diminish associated pain albeit at the expense of bone mineral density (BMD) loss. Our goal was to provide model-based guidance for GnRH-modulating clinical programs intended for endometriosis management. This included developing an estrogen suppression target expected to provide symptomatic relief with minimal BMD loss and to evaluate end points and study durations supportive of efficient development decisions. An existing multiscale model of calcium and bone was adapted to include systematic estrogen pharmacologic effects to describe estrogen concentration-related effects on BMD. A logistic regression fit to patient-level data from three clinical GnRH agonist (nafarelin) studies described the relationship of estrogen with endometrial-related pain. Targeting estradiol between 20 and 40 pg/ml was predicted to provide efficacious endometrial pain response while minimizing BMD effects.CPT: Pharmacometrics & Systems Pharmacology (2012) 1, e11; doi:10.1038/psp.2012.10; advance online publication 17 October 2012.
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Cited by (7)
- Validation of a quantitative systems pharmacology model of calcium homeostasis using elagolix Phase 3 clinical trial data in women with endometriosis 2021
- Computational Models for Diagnosing and Treating Endometriosis 2021
- A model‐based analysis to guide gonadotropin‐releasing hormone receptor antagonist use for management of endometriosis 2021
- Neurotrophins and Cytokines in Endometriosis Pain 2020
- Effects of combined GnRH receptor antagonist linzagolix and hormonal add-back therapy on vaginal bleeding—delayed add-back onset does not improve bleeding pattern 2020
- Pathogenesis of endometriosis: Interaction between Endocrine and inflammatory pathways 2018
- Gonadotropin-Releasing Hormone Receptor Antagonist Mono- and Combination Therapy With Estradiol/Norethindrone Acetate Add-Back: Pharmacodynamics and Safety of OBE2109 2017
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