Literature DB >> 16782441

Prediction of bone mass gain by bone turnover parameters after parathyroidectomy for primary hyperparathyroidism: neural network software statistical analysis.

Ennio Leopaldi1, Luca Angelo Paolino, Maurizio Bevilacqua, Giulio Montecamozzo, Ligia Juliana Dominguez, Luigi Stefano Schipani, Angelo Maria Taschieri.   

Abstract

BACKGROUND: Primary hyperparathyroidism (pHPT) is the most frequent endocrine hypersecretion disease, and parathyroidectomy is the only curative option, since pharmacologic therapy reduces hypercalcemia but does not impede parathyroid hormone hypersecretion. According to guidelines from the National Institutes of Health, parathyroidectomy is associated with bone mass increase in some asymptomatic patients, while in others bone mass is not changed after surgery. Therefore, we performed the present study in an attempt to elucidate whether a preoperative biochemical bone parameter can be predictive of a significant vertebral bone mass increase in patients with pHPT.
METHODS: For each patient we analyzed the following preoperative parameters: parathyroid hormone, urinary calcium excretion, urinary type I collagen cross-linked N-telopeptide (NTX), osteocalcin, and vertebral computerized bone mineralography. All patients underwent vertebral computerized bone mineralography 12 months after the operation. Statistical analysis was carried out by a neural network program, an event-predicting software modeled on human brain neuronal connections, which is able to examine independent statistical parameters.
RESULTS: The patients presenting with high preoperative bone turnover (especially high NTX levels) will have a 5% vertebral bone mass gain in 83.33% of cases after surgery, independently of the National Institutes of Health guidelines.
CONCLUSIONS: A high preoperative NTX level seems to be the best predictor parameter for postoperative vertebral bone mass gain in patients with pHPT. Our study also illustrates that neural network software may be a valuable method to help elucidate which pHPT patients should undergo surgical treatment.

Entities:  

Mesh:

Substances:

Year:  2006        PMID: 16782441     DOI: 10.1016/j.surg.2005.11.014

Source DB:  PubMed          Journal:  Surgery        ISSN: 0039-6060            Impact factor:   3.982


  2 in total

1.  The usefulness of high pre-operative levels of serum type I collagen bone markers for the prediction of changes in bone mineral density after parathyroidectomy.

Authors:  S Alonso; E Ferrero; M Donat; G Martínez; C Vargas; M Hidalgo; E Moreno
Journal:  J Endocrinol Invest       Date:  2011-09-23       Impact factor: 4.256

2.  Potential utility of high preoperative levels of serum type I collagen markers in postmenopausal women with primary hyperparathyroidism with respect to their short-term variations after parathyroidectomy.

Authors:  Philippe Boudou; Fidaa Ibrahim; Catherine Cormier; Emile Sarfati; Jean-Claude Souberbielle
Journal:  J Bone Miner Metab       Date:  2009-01-27       Impact factor: 2.626

  2 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.