He Chenchen, Zhang Yibing, Li Longfei, Cheng Guangming, Zhang Wei, Tang Yufu, Wang Chunhui
Department of Hepatobiliary and Thyroid Surgery, General Hospital of Northern Theater Command, Shenyang, China.
China Medical University, Shenyang, China.
Int J Endocrinol. 2023 Jan 16;2023:1901697. doi: 10.1155/2023/1901697. eCollection 2023.
OBJECTIVE: Our study aimed to develop and validate a nomogram to predict severe hypocalcemia (SH) before total parathyroidectomy (TPTX) without auto-transplantation in patients with secondary hyperparathyroidism. METHODS: A total of 299 consecutive patients who underwent TPTX without transplantation for secondary hyperparathyroidism were selected from the General Hospital of Northern Theater Command between January 2013 and December 2021. Of these, patients who underwent surgery between January 2013 and December 2020 formed the training cohort ( = 208) to develop a nomogram, and those who underwent surgery thereafter formed the validation cohort ( = 91) to validate the performance of this nomogram. Univariate and multivariate logistic regression analyses were used to identify the risk factors associated with SH, and then, a nomogram was constructed. RESULTS: The incidence of postoperative SH was 27.9% and 35.2% in the training and validation cohorts, respectively. The preoperative factors associated with SH were younger age, lower serum calcium (Ca) level, higher intact parathyroid hormone (iPTH) level, and higher serum alkaline phosphatase (ALP) level. Incorporating these 4 factors, the nomogram achieved good concordance indexes of 0.866 (95%CI, 0.816-0.916) and 0.867 (95% CI, 0.793-0.941) in predicting SH in the training and validation cohorts, respectively, and had well-fitted calibration curves. The positive predictive values of the nomogram were 64.7% (54.1%-78.4%) and 75.0% (58.6%-88.5%), and negative predictive values of the nomogram were 90.0% (82.9%-93.6%) and 86.4% (73.5%-94.0%) for the training and validation cohorts, respectively. CONCLUSIONS: We developed and validated a nomogram for the prediction of SH in patients who underwent TPTX without auto-transplantation for secondary hyperparathyroidism. Our nomogram may facilitate the identification of high-risk SH in patients after TPTX and optimization of preoperative decision-making.
目的:本研究旨在开发并验证一种列线图,以预测继发甲状旁腺功能亢进患者在未进行自体移植的全甲状旁腺切除术前发生严重低钙血症(SH)的情况。 方法:选取2013年1月至2021年12月期间在北部战区总医院接受继发甲状旁腺功能亢进非移植性全甲状旁腺切除术的299例连续患者。其中,2013年1月至2020年12月期间接受手术的患者组成训练队列(n = 208)以开发列线图,此后接受手术的患者组成验证队列(n = 91)以验证该列线图的性能。采用单因素和多因素逻辑回归分析来确定与SH相关的危险因素,然后构建列线图。 结果:训练队列和验证队列中术后SH的发生率分别为27.9%和35.2%。与SH相关的术前因素包括年龄较小、血清钙(Ca)水平较低、完整甲状旁腺激素(iPTH)水平较高以及血清碱性磷酸酶(ALP)水平较高。纳入这4个因素后,该列线图在训练队列和验证队列中预测SH的一致性指数分别为0.866(95%CI,0.816 - 0.916)和0.867(95%CI,0.793 - 0.941),且校准曲线拟合良好。该列线图在训练队列和验证队列中的阳性预测值分别为64.7%(54.1% - 78.4%)和75.0%(58.6% - 88.5%),阴性预测值分别为90.0%(82.9% - 93.6%)和86.4%(73.5% - 94.0%)。 结论:我们开发并验证了一种用于预测继发甲状旁腺功能亢进患者在未进行自体移植的全甲状旁腺切除术后发生SH的列线图。我们的列线图可能有助于识别全甲状旁腺切除术后患者发生高风险SH的情况,并优化术前决策。
Eur Rev Med Pharmacol Sci. 2024-3
J Endocrinol Invest. 2025-2
Int J Gen Med. 2022-2-5
Clin Kidney J. 2021-1-20
Kidney Int Rep. 2020-12-30