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地诺单抗诱导的低钙血症风险因素的识别及检测算法的开发

Identification of risk factors and development of detection algorithm for denosumab-induced hypocalcaemia.

作者信息

Imatoh Takuya, Sai Kimie, Takeyama Mayu, Hori Katsuhito, Karayama Masato, Furuhashi Kazuki, Segawa Katsunori, Kimura Michio, Kawakami Junichi, Saito Yoshiro

机构信息

Division of Medicinal Safety Science, National Institute of Health Sciences, Kawasaki, Japan.

Graduate School of Pharmaceutical Sciences, Tohoku University, Sendai, Japan.

出版信息

J Clin Pharm Ther. 2019 Feb;44(1):62-68. doi: 10.1111/jcpt.12753. Epub 2018 Aug 24.

Abstract

WHAT IS KNOWN AND OBJECTIVE

This study used electronic medical records to identify risk factors and establish a detection algorithm for denosumab-induced hypocalcaemia.

METHODS

We identified 201 patients with cancer who were initially prescribed denosumab. Hypocalcaemia was defined as an adjusted serum calcium level of ≤2.13 mmol/L. A diagnosis of denosumab-induced hypocalcaemia was confirmed by two physicians after reviewing patient medical records. We evaluated patient characteristics as potential screening factors. Moreover, a retrospective cohort study was conducted to identify risk factors for denosumab-induced hypocalcaemia. Odds ratios (ORs) were estimated using logistic regression analysis.

RESULTS

We analysed 164 patients with a low risk of hypocalcaemia. Among these, 29 (17.7%) patients were suspected to have denosumab-induced hypocalcaemia. The times to onset of definitive hypocalcaemia were shorter among these patients than among patients with non-denosumab-induced hypocalcaemia. Based on receiver operating characteristic curve analysis, we used time to onset of hypocalcaemia of ≤90 days as a second screening factor. The positive predictive value of this factor was 87.5%. In the retrospective cohort study, a significant difference was observed among patients with serum alkaline phosphatase (ALP) levels of >5.95 μkat/L before initial prescription (P < 0.01). Patients with higher serum ALP levels had a 6.63 times higher risk of developing hypocalcaemia than those without increased serum ALP levels (OR: 6.63, 95% confidence interval [CI]: 1.79-29.31). The same results were observed in a sensitivity analysis using another database.

WHAT IS NEW AND CONCLUSION

We developed a detection algorithm for denosumab-induced hypocalcaemia based on calcium levels and time to onset of hypocalcaemia. We also identified elevated ALP levels as a risk factor for hypocalcaemia. Clinicians should carefully monitor initial serum calcium levels and screen for signs of hypocalcaemia in patients receiving denosumab who demonstrate elevated serum ALP levels.

摘要

已知信息与研究目的

本研究利用电子病历识别风险因素,并建立一种用于检测地诺单抗诱导的低钙血症的算法。

方法

我们确定了201例最初开具地诺单抗处方的癌症患者。低钙血症定义为校正血清钙水平≤2.13 mmol/L。两名医生在查阅患者病历后确诊为地诺单抗诱导的低钙血症。我们评估患者特征作为潜在的筛查因素。此外,进行了一项回顾性队列研究以确定地诺单抗诱导的低钙血症的风险因素。使用逻辑回归分析估计比值比(OR)。

结果

我们分析了164例低钙血症风险较低的患者。其中,29例(17.7%)患者疑似患有地诺单抗诱导的低钙血症。这些患者中确诊低钙血症的发病时间比非地诺单抗诱导的低钙血症患者短。基于受试者工作特征曲线分析,我们将低钙血症发病时间≤90天作为第二个筛查因素。该因素的阳性预测值为87.5%。在回顾性队列研究中,初始处方前血清碱性磷酸酶(ALP)水平>5.95 μkat/L的患者之间存在显著差异(P<0.01)。血清ALP水平较高的患者发生低钙血症的风险是血清ALP水平未升高患者的6.63倍(OR:6.63,95%置信区间[CI]:1.79 - 29.31)。在使用另一个数据库的敏感性分析中也观察到了相同的结果。

新发现与结论

我们基于钙水平和低钙血症发病时间开发了一种用于检测地诺单抗诱导的低钙血症的算法。我们还确定血清ALP水平升高是低钙血症的一个风险因素。临床医生应仔细监测初始血清钙水平,并对接受地诺单抗且血清ALP水平升高的患者筛查低钙血症迹象。

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