ArticleFrontiers in bioengineering and biotechnology2021
Combined Effects of Exercise and Denosumab Treatment on Local Failure in Post-menopausal Osteoporosis-Insights from Bone Remodelling Simulations Accounting for Mineralisation and Damage.
Article in Frontiers in bioengineering and biotechnology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.
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Who cites it
15 citing papers in PubMed, 1 synthesis or guideline pooled it, 26 citations in OpenAlex.
- Clinical Data for Parametrization ofFrontiers in bioengineering and biotechnology · 2022Pooled it
- Non-metastatic breast cancer patients discontinuing aromatase inhibitor on denosumab: what next?Osteoporosis international : a journal established as result of cooperation between the European Foundation for Osteoporosis and the National Osteoporosis Foundation of the USA · 2026Review
- The interrelationship between calcium-phosphorus homeostasis and bone remodelling. Impact of dietary changes on bone in patients with primary hyperparathyroidism and chronic kidney disease.Frontiers in bioengineering and biotechnology · 2026Article
- Mathematical modeling of bone remodeling after surgical menopause.Frontiers in systems biology · 2026Article
- Roles of Wnt/β-Catenin Signaling in Osteoporosis, Disease Pathogenesis, and Natural Compound Intervention.Biomolecules & therapeutics · 2026Review
- A mathematical model of metacarpal subchondral bone adaptation, microdamage and repair in racehorses.Journal of the Royal Society, Interface · 2025Article
- Denosumab discontinuation in the clinic: implications of rebound bone turnover and emerging strategies to prevent bone loss and fractures.Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research · 2025Review
- Digital twin simulations with a micro-multiphysics agent-based model reveal key drivers of bone loss after denosumab discontinuation.Frontiers in bioengineering and biotechnology · 2025Article
- Wnt/β-catenin signaling pathway: proteins' roles in osteoporosis and cancer diseases and the regulatory effects of natural compounds on osteoporosis.Molecular medicine (Cambridge, Mass.) · 2024Review
- An in silico approach to elucidate the pathways leading to primary osteoporosis: age-related vs. postmenopausal.Biomechanics and modeling in mechanobiology · 2024Article
- Computational Analysis of the Influence of Menopause and Ageing on Bone Mineral Density, Exploring the Impact of Bone Turnover and Focal Bone Balance-A Study on Overload and Underload Scenarios.Life (Basel, Switzerland) · 2023Article
- Mechanisms underlying the long-term and withdrawal effects of denosumab therapy on bone.Nature reviews. Rheumatology · 2023Review
- Spatio-temporal simulations of bone remodelling using a bone cell population model based on cell availability.Frontiers in bioengineering and biotechnology · 2023Article
- Mechanistic PK-PD model of alendronate treatment of postmenopausal osteoporosis predicts bone site-specific response.Frontiers in bioengineering and biotechnology · 2022Article
- Assessment of Strategies for Safe Drug Discontinuation and Transition of Denosumab Treatment in PMO-Insights From a Mechanistic PK/PD Model of Bone Turnover.Frontiers in bioengineering and biotechnology · 2022Article
Corrections and comments
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Authors and funding
3 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Denosumab has been shown to increase bone mineral density (BMD) and reduce the fracture risk in patients with post-menopausal osteoporosis (PMO). Increase in BMD is linked with an increase in bone matrix mineralisation due to suppression of bone remodelling. However, denosumab anti-resorptive action also leads to an increase in fatigue microdamage, which may ultimately lead to an increased fracture risk. A novel mechanobiological model of bone remodelling was developed to investigate how these counter-acting mechanisms are affected both by exercise and long-term denosumab treatment. This model incorporates Frost's mechanostat feedback, a bone mineralisation algorithm and an evolution law for microdamage accumulation. Mechanical disuse and microdamage were assumed to stimulate RANKL production, which modulates activation frequency of basic multicellular units in bone remodelling. This mechanical feedback mechanism controls removal of excess bone mass and microdamage. Furthermore, a novel measure of bone local failure due to instantaneous overloading was developed. Numerical simulations indicate that trabecular bone volume fraction and bone matrix damage are determined by the respective bone turnover and homeostatic loading conditions. PMO patients treated with the currently WHO-approved dose of denosumab (60 mg administrated every 6 months) exhibit increased BMD, increased bone ash fraction and damage. In untreated patients, BMD will significantly decrease, as will ash fraction; while damage will increase. The model predicted that, depending on the time elapsed between the onset of PMO and the beginning of treatment, BMD slowly converges to the same steady-state value, while damage is low in patients treated soon after the onset of the disease and high in patients having PMO for a longer period. The simulations show that late treatment PMO patients have a significantly higher risk of local failure compared to patients that are treated soon after the onset of the disease. Furthermore, overloading resulted in an increase of BMD, but also in a faster increase of damage, which may consequently promote the risk of fracture, specially in late treatment scenarios. In case of mechanical disuse, the model predicted reduced BMD gains due to denosumab, while no significant change in damage occurred, thus leading to an increased risk of local failure compared to habitual loading.
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