Preview

Meditsinskiy sovet = Medical Council

Advanced search

A search for predictors of low-energy fractures in patients with primary hyperparathyroidism after parathyroidectomy

https://doi.org/10.21518/ms2025-177

Abstract

Introduction. Decreased bone mineral density (BMD) and low-energy fractures (LEF) are frequent and threatening complications of primary hyperparathyroidism (PHPT). After radical surgical treatment of PHPT, BMD recovery takes a long time, so the risk of LEF development is still elevated. Data on predictors of postoperative fractures in this cohort of patients remain very limited.
Aim. To determine risk factors for the development of low-energy fractures in patients with PHPT within two years after radical surgical treatment.
Materials and methods. The study group included 247 patients who underwent surgical treatment in Endocrinology Research Centre. In 2 years after surgery all patients were interviewed for the development of postoperative LEFs. The obtained data were used for comparative subgroup analysis, ROC-analysis and binary logistic regression construction.
Results. Patients with postoperative LEFs were different from patients without LEFs in only one parameter – radius BMD (p = 0.0005, 0.455 [0.374; 0.501] g/cm2 vs 0.569 [0.452; 0.644] g/cm2, respectively). For this parameter, ROC analysis resulted in an AUC = 0.757 (95% CI: 0.674 to 0.841), indicating its average predictive ability. Quantitative parameters with significant difference and difference at the level of statistical trend were used in the construction of binary logistic regression. The constructed model allows predicting new LEFs with an accuracy of 94%.
Conclusions. The occurrence of LEFs in patients with PHPT after radical PTE remains an actual problem; therefore, it is necessary to develop methods for their prediction and prevention. The presented mathematical model can be used as a medical decision support system for screening patients in order to exclude low-risk groups for the occurrence of LEFs in the postoperative period.

About the Authors

A. P. Pershina-Miliutina
Endocrinology Research Centre
Russian Federation

Anastasiia P. Pershina-Miliutina, Head of the Data Management Group – Statistician

11, Dmitry Ulyanov St., Moscow, 117036, Russia



A. K. Eremkina
Endocrinology Research Centre
Russian Federation

Anna K. Eremkina, Cand. Sci. (Med.), Head of the Department of Pathology of Parathyroid Glands and Mineral Metabolism Disorders

11, Dmitry Ulyanov St., Moscow, 117036, Russia



I. D. Ozhimalov
Lomonosov Moscow State University
Russian Federation

Ilia D. Ozhimalov, Student, Faculty of Fundamental Medicine

1, Lenin Hills, Moscow, 119991, Russia



A. M. Gorbacheva
Endocrinology Research Centre
Russian Federation

 Anna M. Gorbacheva, Cand. Sci. (Med.), Endocrinologist 

11, Dmitry Ulyanov St., Moscow, 117036, Russia



N. G. Mokrysheva
Endocrinology Research Centre
Russian Federation

Natalia G. Mokrysheva, Dr. Sci. (Med.), Professor, Corr. Member RAS, Director

11, Dmitry Ulyanov St., Moscow, 117036, Russia



References

1. Makras P, Anastasilakis AD. Bone disease in primary hyperparathyroidism. Metabolism. 2018;80:57–65. https://doi.org/10.1016/j.metabol.2017.10.003.

2. Mokrysheva NG, Eremkina AK, Elfimova AR, Kovaleva EV, Miliutina AP, Bibik EE et al. The Russian registry of primary hyperparathyroidism, latest update. Front Endocrinol. 2023;14:1203437. https://doi.org/10.3389/fendo.2023.1203437.

3. Dedov II, Melnichenko GA, Mokrysheva NG, Andreeva EN, Antsiferov MB, Beltsevich DG et al. Draft of clinical guidelines for the diagnosis and treatment of primary hyperparathyroidism in adult patients. Endocrine Surgery. 2022;16(4):5–54. (In Russ.) https://doi.org/10.14341/serg12790.

4. Narayanan N, Palui R, Merugu C, Kar SS, Kamalanathan S, Sahoo J et al. The Risk of Fractures in Primary Hyperparathyroidism: A Meta-Analysis. JBMR Plus. 2021;5(4):e10482. https://doi.org/10.1002/jbm4.10482.

5. Kanis JA, Harvey NC, Liu E, Vandenput L, Lorentzon M, McCloskey EV et al. Primary hyperparathyroidism and fracture probability. Osteoporos Int. 2023;34(3):489–499. https://doi.org/10.1007/s00198-022-06629-y.

6. Mokrysheva NG, Rozhinskaia LI, Peretokina EV, Rostomian LG, Mirnaia SS, Pronin VS, et al. The results of analysis of the major epidemiological characteristics of primary hyperparathyroidism in Russia based on the registry data. Problemy Endokrinologii. 2012;58(5):16–20. https://doi.org/10.14341/probl201258516-20.

7. Деев ИА, Кобякова ОС, Стародубов ВИ, Александрова ГА, Голубев НА, Оськов ЮИ и др. Заболеваемость всего населения России в 2023 году: статистические материалы. М.: ФГБУ «ЦНИИОИЗ» Минздрава России; 2024. 154 с. Режим доступа: https://clck.ru/3M9q3P

8. Eller-Vainicher C, Filopanti M, Palmieri S, Ulivieri FM, Morelli V, Zhukouskaya VV et al. Bone quality, as measured by trabecular bone score, in patients with primary hyperparathyroidism. Eur J Endocrinol. 2013;169(2):155–162. https://doi.org/10.1530/EJE-13-0305.

9. Vestergaard P, Mosekilde L. Cohort study on effects of parathyroid surgery on multiple outcomes in primary hyperparathyroidism. BMJ. 2003;327(7414):530–534. https://doi.org/10.1136/bmj.327.7414.530.

10. Rubin MR, Bilezikian JP, McMahon DJ, Jacobs T, Shane E, Siris E et al. The natural history of primary hyperparathyroidism with or without parathyroid surgery after 15 years. J Clin Endocrinol Metab. 2008;93(9):3462–3470. https://doi.org/10.1210/jc.2007-1215.

11. Ye Z, Silverberg SJ, Sreekanta A, Tong K, Wang Y, Chang Y et al. The Efficacy and Safety of Medical and Surgical Therapy in Patients With Primary Hyperparathyroidism: A Systematic Review and Meta-Analysis of Randomized Controlled Trials. J Bone Miner Res. 2022;37(11):2351–2372. https://doi.org/10.1002/jbmr.4685.

12. VanderWalde LH, Liu ILA, Haigh PI. Effect of bone mineral density and parathyroidectomy on fracture risk in primary hyperparathyroidism. World J Surg. 2009;33(3):406–411. https://doi.org/10.1007/s00268-008-9720-8.

13. Vestergaard P, Mosekilde L. Parathyroid surgery is associated with a decreased risk of hip and upper arm fractures in primary hyperparathyroidism: a controlled cohort study. J Intern Med. 2004;255(1):108–114. https://doi.org/10.1046/j.0954-6820.2003.01237.x.

14. Kongsaree N, Thanyajaroen T, Dechates B, Therawit P, Mahikul W, Ngaosuwan K. Skeletal Effect of Parathyroidectomy on Patients With Primary Hyperparathyroidism: A Systematic Review and Meta-Analysis. J Clin Endocrinol Metab. 2024;109(10):е1922–е1935. https://doi.org/10.1210/clinem/dgae326.

15. Lundstam K, Pretorius M, Bollerslev J, Godang K, Fagerland MW, Mollerup C et al. Positive Effect of Parathyroidectomy Compared to Observation on BMD in a Randomized Controlled Trial of Mild Primary Hyperparathyroidism. J Bone Miner Res. 2023;38(3):372–380. https://doi.org/10.1002/jbmr.4763.

16. Khan R, Martin J, Das G. The Impact of Observation Versus Parathyroidectomy on Bone Mineral Density and Fracture Risk Determined by FRAX Tool in Patients With Primary Hyperparathyroidism. J Clin Densitom. 2021;24(4):571–580. https://doi.org/10.1016/j.jocd.2020.12.005.

17. Ryhänen EM, Koski AM, Löyttyniemi E, Välimäki MJ, Kiviniemi U, Schalin-Jäntti C. Postoperative zoledronic acid for osteoporosis in primary hyperparathyroidism: a randomized placebo-controlled study. Eur J Endocrinol. 2021;185(4):515–524. https://doi.org/10.1530/EJE-21-0322.

18. Choe HJ, Koo BK, Yi KH, Kong SH, Kim JH, Shin CS et al. Skeletal effects of combined bisphosphonates treatment and parathyroidectomy in osteoporotic patients with primary hyperparathyroidism. J Bone Miner Metab. 2022;40(2):292–300. https://doi.org/10.1007/s00774-021-01279-2.

19. Locklin RM, Khosla S, Turner RT, Riggs BL. Mediators of the biphasic responses of bone to intermittent and continuously administered parathyroid hormone. J Cell Biochem. 2003;89(1):180–190. https://doi.org/10.1002/jcb.10490.

20. Norenstedt S, Pernow Y, Zedenius J, Nordenström J, Sääf M, Granath F, Nilsson IL. Vitamin D supplementation after parathyroidectomy: effect on bone mineral density-a randomized double-blind study. J Bone Miner Res. 2014;29(4):960–967. https://doi.org/10.1002/jbmr.2102.


Review

For citations:


Pershina-Miliutina AP, Eremkina AK, Ozhimalov ID, Gorbacheva AM, Mokrysheva NG. A search for predictors of low-energy fractures in patients with primary hyperparathyroidism after parathyroidectomy. Meditsinskiy sovet = Medical Council. 2025;(6):107-116. (In Russ.) https://doi.org/10.21518/ms2025-177

Views: 95


Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.


ISSN 2079-701X (Print)
ISSN 2658-5790 (Online)