Qiaoling Zhu, Ru Wang, Fazhan Xu, Cheng Ji, Dandan Yi, Jianfeng Sang
{"title":"甲状腺癌患者全甲状腺切除术后早期生化及症状性低钙的预测。","authors":"Qiaoling Zhu, Ru Wang, Fazhan Xu, Cheng Ji, Dandan Yi, Jianfeng Sang","doi":"10.1007/s12020-025-04357-x","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>Hypocalcemia is a common complication after total thyroidectomy (TT). Several studies have identified risk factors for early biochemical hypocalcemia, nevertheless, the noteworthy symptomatic hypocalcemia has not been considered. This study aims to construct an intuitive predictive model for biochemical and symptomatic hypocalcemia to assist individualized management.</p><p><strong>Methods: </strong>A retrospective study was conducted on thyroid cancer patients undergoing TT. Two separate patient cohorts were used for model development and external validation, respectively. Data were gathered to identify the risk factors for biochemical (serum calcium <8.0 mg/dL) and symptomatic hypocalcemia by logistic regression. A predictive model was visualized by a nomogram and validated internally and externally.</p><p><strong>Results: </strong>Of 431 patients studied, 258 (59.9%) developed hypocalcemia including 180 with biochemical hypocalcemia and 196 with symptomatic hypocalcemia, of whom 118 patients had both. Female (OR 2.108, 95% CI 1.166-3.812, P = 0.014) and postoperative PTH decreased ratio ≥ 60% (OR 22.489, 95% CI 13.289-38.058, P < 0.001) were independent risk factors for hypocalcemia, while BMI ≥ 24 kg/m<sup>2</sup> (OR 0.567, 95% CI 0.331-0.970, P = 0.038) was a protective factor. Besides, Hashimoto's thyroiditis tended to increase the risk of hypocalcemia (P = 0.082). A nomogram was developed and a predicted probability of exceeding 0.55 suggested a higher risk of hypocalcemia with a sensitivity of 81.8% and a specificity of 82.1%. The internal and external validated areas under the curve (AUC) were 0.860 and 0.862, respectively.</p><p><strong>Conclusion: </strong>The validated nomogram combining gender, BMI and proportion of PTH reduction may guide the risk identification and stratified management of hypocalcemia after total thyroidectomy.</p>","PeriodicalId":49211,"journal":{"name":"Endocrine","volume":" ","pages":""},"PeriodicalIF":2.9000,"publicationDate":"2025-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Prediction of early biochemical and symptomatic hypocalcemia in thyroid cancer patients after total thyroidectomy.\",\"authors\":\"Qiaoling Zhu, Ru Wang, Fazhan Xu, Cheng Ji, Dandan Yi, Jianfeng Sang\",\"doi\":\"10.1007/s12020-025-04357-x\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Purpose: </strong>Hypocalcemia is a common complication after total thyroidectomy (TT). Several studies have identified risk factors for early biochemical hypocalcemia, nevertheless, the noteworthy symptomatic hypocalcemia has not been considered. This study aims to construct an intuitive predictive model for biochemical and symptomatic hypocalcemia to assist individualized management.</p><p><strong>Methods: </strong>A retrospective study was conducted on thyroid cancer patients undergoing TT. Two separate patient cohorts were used for model development and external validation, respectively. Data were gathered to identify the risk factors for biochemical (serum calcium <8.0 mg/dL) and symptomatic hypocalcemia by logistic regression. A predictive model was visualized by a nomogram and validated internally and externally.</p><p><strong>Results: </strong>Of 431 patients studied, 258 (59.9%) developed hypocalcemia including 180 with biochemical hypocalcemia and 196 with symptomatic hypocalcemia, of whom 118 patients had both. Female (OR 2.108, 95% CI 1.166-3.812, P = 0.014) and postoperative PTH decreased ratio ≥ 60% (OR 22.489, 95% CI 13.289-38.058, P < 0.001) were independent risk factors for hypocalcemia, while BMI ≥ 24 kg/m<sup>2</sup> (OR 0.567, 95% CI 0.331-0.970, P = 0.038) was a protective factor. Besides, Hashimoto's thyroiditis tended to increase the risk of hypocalcemia (P = 0.082). A nomogram was developed and a predicted probability of exceeding 0.55 suggested a higher risk of hypocalcemia with a sensitivity of 81.8% and a specificity of 82.1%. The internal and external validated areas under the curve (AUC) were 0.860 and 0.862, respectively.</p><p><strong>Conclusion: </strong>The validated nomogram combining gender, BMI and proportion of PTH reduction may guide the risk identification and stratified management of hypocalcemia after total thyroidectomy.</p>\",\"PeriodicalId\":49211,\"journal\":{\"name\":\"Endocrine\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":2.9000,\"publicationDate\":\"2025-08-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Endocrine\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1007/s12020-025-04357-x\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENDOCRINOLOGY & METABOLISM\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Endocrine","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s12020-025-04357-x","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
引用次数: 0
摘要
目的:低钙血症是甲状腺全切除术(TT)后常见的并发症。一些研究已经确定了早期生化性低钙的危险因素,然而,值得注意的症状性低钙尚未被考虑。本研究旨在建立生化及症状性低钙血症的直观预测模型,辅助个体化治疗。方法:对甲状腺癌患者行TT治疗进行回顾性研究。两个独立的患者队列分别用于模型开发和外部验证。结果:在研究的431例患者中,258例(59.9%)发生低钙血症,其中180例为生化低钙血症,196例为症状性低钙血症,其中118例同时存在生化低钙血症。女性(OR 2.108, 95% CI 1.166 ~ 3.812, P = 0.014)和术后PTH降低率≥60% (OR 22.489, 95% CI 13.288 ~ 38.058, OR 0.567, 95% CI 0.331 ~ 0.970, P = 0.038)为保护因素。此外,桥本甲状腺炎倾向于增加低钙血症的风险(P = 0.082)。建立了一个nomogram,预测概率超过0.55表明低钙血症的风险较高,敏感性为81.8%,特异性为82.1%。内、外验证曲线下面积(AUC)分别为0.860和0.862。结论:经验证的结合性别、BMI和甲状旁腺激素降低比例的nomogram,可指导甲状腺全切除术后低钙血症的风险识别和分层处理。
Prediction of early biochemical and symptomatic hypocalcemia in thyroid cancer patients after total thyroidectomy.
Purpose: Hypocalcemia is a common complication after total thyroidectomy (TT). Several studies have identified risk factors for early biochemical hypocalcemia, nevertheless, the noteworthy symptomatic hypocalcemia has not been considered. This study aims to construct an intuitive predictive model for biochemical and symptomatic hypocalcemia to assist individualized management.
Methods: A retrospective study was conducted on thyroid cancer patients undergoing TT. Two separate patient cohorts were used for model development and external validation, respectively. Data were gathered to identify the risk factors for biochemical (serum calcium <8.0 mg/dL) and symptomatic hypocalcemia by logistic regression. A predictive model was visualized by a nomogram and validated internally and externally.
Results: Of 431 patients studied, 258 (59.9%) developed hypocalcemia including 180 with biochemical hypocalcemia and 196 with symptomatic hypocalcemia, of whom 118 patients had both. Female (OR 2.108, 95% CI 1.166-3.812, P = 0.014) and postoperative PTH decreased ratio ≥ 60% (OR 22.489, 95% CI 13.289-38.058, P < 0.001) were independent risk factors for hypocalcemia, while BMI ≥ 24 kg/m2 (OR 0.567, 95% CI 0.331-0.970, P = 0.038) was a protective factor. Besides, Hashimoto's thyroiditis tended to increase the risk of hypocalcemia (P = 0.082). A nomogram was developed and a predicted probability of exceeding 0.55 suggested a higher risk of hypocalcemia with a sensitivity of 81.8% and a specificity of 82.1%. The internal and external validated areas under the curve (AUC) were 0.860 and 0.862, respectively.
Conclusion: The validated nomogram combining gender, BMI and proportion of PTH reduction may guide the risk identification and stratified management of hypocalcemia after total thyroidectomy.
期刊介绍:
Well-established as a major journal in today’s rapidly advancing experimental and clinical research areas, Endocrine publishes original articles devoted to basic (including molecular, cellular and physiological studies), translational and clinical research in all the different fields of endocrinology and metabolism. Articles will be accepted based on peer-reviews, priority, and editorial decision. Invited reviews, mini-reviews and viewpoints on relevant pathophysiological and clinical topics, as well as Editorials on articles appearing in the Journal, are published. Unsolicited Editorials will be evaluated by the editorial team. Outcomes of scientific meetings, as well as guidelines and position statements, may be submitted. The Journal also considers special feature articles in the field of endocrine genetics and epigenetics, as well as articles devoted to novel methods and techniques in endocrinology.
Endocrine covers controversial, clinical endocrine issues. Meta-analyses on endocrine and metabolic topics are also accepted. Descriptions of single clinical cases and/or small patients studies are not published unless of exceptional interest. However, reports of novel imaging studies and endocrine side effects in single patients may be considered. Research letters and letters to the editor related or unrelated to recently published articles can be submitted.
Endocrine covers leading topics in endocrinology such as neuroendocrinology, pituitary and hypothalamic peptides, thyroid physiological and clinical aspects, bone and mineral metabolism and osteoporosis, obesity, lipid and energy metabolism and food intake control, insulin, Type 1 and Type 2 diabetes, hormones of male and female reproduction, adrenal diseases pediatric and geriatric endocrinology, endocrine hypertension and endocrine oncology.