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Adequate Dose of Levothyroxine for Thyroid-Stimulating Hormone Suppression after Total Thyroidectomy in Patients with Differentiated Thyroid Cancer. 分化型甲状腺癌患者全甲状腺切除术后抑制甲状腺刺激素的左甲状腺素剂量是否足够?
IF 3.9 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-08-01 Epub Date: 2024-08-07 DOI: 10.3803/EnM.2023.1896
Hyun Jin Ryu, Min Sun Choi, Hyunju Park, Tae Hyuk Kim, Jae Hoon Chung, So Young Park, Sun Wook Kim

Backgruound: The adequate dose of levothyroxine (LT4) for patients who have undergone total thyroidectomy (TT) for differentiated thyroid cancer (DTC) is uncertain. We evaluated the LT4 dose required to achieve mild thyroid-stimulating hormone (TSH) suppression in DTC patients after TT.

Methods: The electronic medical records of patients who underwent TT for DTC and received mild TSH suppression therapy were reviewed. Linear regression analysis was performed to evaluate the association between LT4 dose (μg/kg) and an ordinal group divided by body mass index (BMI). We also evaluated the trend in LT4 doses among groups divided by BMI and age.

Results: In total, 123 patients achieved mild TSH suppression (0.1 to 0.5 mIU/L). The BMI variable was divided into three categories: <23 kg/m2 (n=46), ≥23 and <25 kg/m2 (n=30), and ≥25 kg/m2 (n=47). In the linear regression analysis, BMI was negatively associated with the LT4 dose after adjusting for age and sex (P<0.001). The LT4 doses required to achieve mild TSH suppression based on the BMI categories were 1.86, 1.71, and 1.71 μg/kg, respectively (P for trend <0.001). Further analysis with groups divided by age and BMI revealed that a higher BMI was related to a lower LT4 dose, especially in younger patients aged 20 to 39 (P for trend=0.011).

Conclusion: The study results suggest an appropriate LT4 dose for mild TSH suppression after TT based on body weight in patients with DTC. Considering body weight, BMI, and age in estimating LT4 doses might help to achieve the target TSH level promptly.

背景:因分化型甲状腺癌(DTC)而接受甲状腺全切除术(TT)的患者服用左甲状腺素(LT4)的适当剂量尚不确定。我们评估了DTC患者接受全甲状腺切除术后达到轻度促甲状腺激素(TSH)抑制所需的LT4剂量:方法:我们回顾了因 DTC 而接受 TT 并接受轻度 TSH 抑制治疗的患者的电子病历。我们进行了线性回归分析,以评估LT4剂量(μg/kg)与按体重指数(BMI)划分的序数组之间的关联。我们还评估了按体重指数和年龄划分的各组间 LT4 剂量的变化趋势:共有 123 名患者获得了轻度 TSH 抑制(0.1 至 0.5 mIU/L)。体重指数变量分为三类:结论研究结果表明,根据 DTC 患者的体重,TT 后轻度 TSH 抑制的 LT4 剂量是合适的。在估算 LT4 剂量时考虑体重、BMI 和年龄可能有助于及时达到目标 TSH 水平。
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引用次数: 0
Obstructive Sleep Apnea Screening and Effects of Surgery in Acromegaly: A Prospective Study. 肢端肥大症患者阻塞性睡眠呼吸暂停筛查和手术效果:一项前瞻性研究
IF 3.9 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-08-01 Epub Date: 2024-06-26 DOI: 10.3803/EnM.2024.1933
Jaeyoung Cho, Jung Hee Kim, Yong Hwy Kim, Jinwoo Lee

Backgruound: To identify a screening tool for obstructive sleep apnea (OSA) and evaluate the effects of endoscopic transsphenoidal surgery on improving OSA in patients with acromegaly.

Methods: We prospectively enrolled adults with acromegaly scheduled for endoscopic transsphenoidal surgery. All measurements were conducted when participants were admitted for a baseline work-up for acromegaly before surgery and surveillance approximately 3 to 6 months after surgery. Respiratory event index (REI) was used as a surrogate for apnea-hypopnea index (Trial Registration: NCT03526016).

Results: Of the 35 patients with acromegaly (median age, 47 years; 40% men; median body mass index, 24.4 kg/m2), 24 (68.6%) had OSA (REI ≥5/hour), 15 (42.9%) had moderate-to-severe OSA (REI ≥15/hour). At baseline, serum insulin-like growth factor 1 (IGF-1) levels were positively correlated with the REI (ρ=0.53, P=0.001). The sensitivity and negative predictive value of a Snoring, Tiredness, Observed apnea, high blood Pressure-Body mass index, age, Neck circumference, and Gender (STOP-Bang) score ≥ 3 were 93.3% and 87.5%, respectively, detecting moderate-to-severe OSA. Biochemical acromegaly remission was achieved in 32 (91.4%) patients. The median difference in the REI was -9.5/hour (95% confidence interval, -13.3 to -5.3). Half of the 24 patients diagnosed with OSA preoperatively had REI <5/hour postoperatively. In a linear mixed-effects model, changes in the REI across surgery were related to changes in IGF-1 levels.

Conclusion: The STOP-Bang questionnaire is a reliable tool for OSA among patients with acromegaly. Improvement in OSA severity after surgery is related to decreased IGF-1 levels.

背景:确定阻塞性睡眠呼吸暂停(OSA)的筛查工具,评估内窥镜经蝶窦手术对改善肢端肥大症患者OSA的效果:目的:确定阻塞性睡眠呼吸暂停(OSA)的筛查工具,并评估内窥镜经蝶手术对改善肢端肥大症患者OSA的效果:我们对计划接受内窥镜经蝶窦手术的肢端肥大症成人患者进行了前瞻性登记。所有测量均在手术前入院进行肢端肥大症基线检查时进行,并在手术后约3至6个月进行监测。呼吸事件指数(REI)被用作呼吸暂停-低通气指数的替代指标(试验注册:NCT03526016):35名肢端肥大症患者(中位年龄47岁;40%为男性;中位体重指数24.4千克/平方米)中,24人(68.6%)患有OSA(REI≥5/小时),15人(42.9%)患有中重度OSA(REI≥15/小时)。基线时,血清胰岛素样生长因子1(IGF-1)水平与REI呈正相关(ρ=0.53,P=0.001)。鼾声、疲倦、观察到的呼吸暂停、高血压-体重指数、年龄、颈围和性别(STOP-Bang)评分≥3,其检测中重度 OSA 的灵敏度和阴性预测值分别为 93.3% 和 87.5%。32例(91.4%)患者的生化肢端肥大症得到缓解。REI的中位数差异为-9.5/小时(95%置信区间,-13.3至-5.3)。术前诊断为 OSA 的 24 名患者中,半数有 REI 结论:STOP-Bang 问卷是肢端肥大症患者治疗 OSA 的可靠工具。手术后 OSA 严重程度的改善与 IGF-1 水平的降低有关。
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引用次数: 0
For the Forthcoming Winning Shot in the Battle against Cushing Disease. 为即将到来的对抗库欣病的制胜一击而战。
IF 3.9 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-08-01 Epub Date: 2024-08-06 DOI: 10.3803/EnM.2024.2075
Sang Ouk Chin
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引用次数: 0
Dynamic Risk Model for the Medical Treatment of Graves' Hyperthyroidism according to Treatment Duration. 根据治疗持续时间确定巴塞杜氏甲状腺功能亢进症药物治疗的动态风险模型。
IF 3.9 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-08-01 Epub Date: 2024-05-23 DOI: 10.3803/EnM.2024.1918
Meihua Jin, Chae A Kim, Min Ji Jeon, Won Bae Kim, Tae Yong Kim, Won Gu Kim

Backgruound: Changes in thyrotropin receptor antibody (TRAb) levels are associated with the clinical outcomes of Graves' hyperthyroidism. However, the effects of the patterns of TRAb changes on patient prognosis according to the treatment duration of antithyroid drugs (ATDs) are not well established.

Methods: In this retrospective cohort study, 1,235 patients with Graves' hyperthyroidism who were treated with ATDs for more than 12 months were included. Patients were divided into two groups according to treatment duration: group 1 (12-24 months) and group 2 (>24 months). Risk prediction models comprising age, sex, and either TRAb levels at ATD withdrawal (model A) or patterns of TRAb changes (model B) were compared.

Results: The median treatment duration in groups 1 (n=667, 54%) and 2 (n=568, 46%) was 17.3 and 37.1 months, respectively. The recurrence rate was significantly higher in group 2 (47.9%) than in group 1 (41.4%, P=0.025). Group 2 had significantly more goiter, thyroid eye disease, and fluctuating and smoldering type of TRAb pattern compared with group 1 (all P<0.001). The patterns of TRAb changes were an independent risk factor for recurrence after adjusting for other confounding factors in all patients, except in group 1. Integrated discrimination improvement and net reclassification improvement analyses showed that model B performed better than model A in all patients, except in group 1.

Conclusion: The dynamic risk model, including the patterns of TRAb changes, was more suitable for predicting prognosis in patients with Graves' hyperthyroidism who underwent longer ATD treatment duration.

背景:促甲状腺素受体抗体(TRAb)水平的变化与巴塞杜氏甲状腺功能亢进症的临床预后有关。然而,根据抗甲状腺药物(ATDs)治疗时间的长短,TRAb的变化模式对患者预后的影响尚未明确:在这项回顾性队列研究中,共纳入了1235名接受ATD治疗超过12个月的巴塞杜氏甲亢患者。根据治疗时间将患者分为两组:第1组(12-24个月)和第2组(>24个月)。比较了由年龄、性别、ATD停药时的TRAb水平(模型A)或TRAb变化模式(模型B)组成的风险预测模型:第一组(667 人,54%)和第二组(568 人,46%)的中位治疗时间分别为 17.3 个月和 37.1 个月。第二组的复发率(47.9%)明显高于第一组(41.4%,P=0.025)。与第 1 组相比,第 2 组的甲状腺肿大、甲状腺眼病以及 TRAb 模式的波动型和烟熏型明显增多(均为 PC):包括TRAb变化规律在内的动态风险模型更适合预测接受较长时间ATD治疗的巴塞杜氏甲亢患者的预后。
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引用次数: 0
Bridging Gaps Amidst Limited Evidence for Glucocorticoid-Induced Adrenal Insufficiency. 在糖皮质激素诱发肾上腺功能不全的有限证据中填补空白
IF 3.9 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-08-01 DOI: 10.3803/EnM.2024.2065
Seung Hun Lee
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引用次数: 0
Differential Impact of Subcutaneous and Visceral Fat on Bone Changes after Gastrectomy. 皮下脂肪和内脏脂肪对胃切除术后骨骼变化的不同影响
IF 3.9 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-08-01 Epub Date: 2024-07-17 DOI: 10.3803/EnM.2024.1956
Sungjoon Cho, Sungjae Shin, Seunghyun Lee, Yumie Rhee, Hyoung-Il Kim, Namki Hong

Backgruound: Osteoporosis and fragility fractures are crucial musculoskeletal complications in long-term survivors of gastric cancer. However, the relationship between changes in body composition after gastrectomy and bone loss has not been investigated. Therefore, this study aimed to explore whether computed tomography (CT)-derived body composition parameters are associated with bone loss after gastrectomy in patients with gastric cancer.

Methods: We retrospectively reviewed medical records and abdomen CT scans of patients who underwent gastrectomy at Yonsei University Severance Hospital between 2009 and 2018. Patients with non-metastatic gastric adenocarcinoma and preoperative and postoperative non-contrast CT scans were analyzed. Section area of skeletal muscle (SMA), visceral fat (VFA), and subcutaneous fat (SFA) were assessed using semi-automatic segmentation software. Changes in trabecular bone attenuation of L1 mid-vertebra level (L1 Hounsfield units [HU]) were measured.

Results: Fifty-seven patients (mean age, 65.5±10.6; 70.2% males) were analyzed, and the median duration was 31 months. Fortyseven patients (82.5%) lost weight after gastrectomy. Baseline SMA and VFA did not differ between the bone loss and preserved groups; however, baseline SFA was significantly higher in the bone preserved group than in the bone loss group (P=0.020). In a multivariable linear regression model adjusted for confounding factors, one standard deviation higher VFA at baseline was associated with greater annualized L1 HU loss (%) (P=0.034). However, higher preoperative SFA was associated with protection against bone loss after gastrectomy (P=0.025).

Conclusion: Higher preoperative SFA exhibited a protective effect against bone loss after gastrectomy in patients with non-metastatic gastric cancer, whereas VFA exhibited a negative effect.

背景:骨质疏松症和脆性骨折是胃癌长期存活者的重要肌肉骨骼并发症。然而,胃切除术后身体成分的变化与骨质流失之间的关系尚未得到研究。因此,本研究旨在探讨计算机断层扫描(CT)得出的身体成分参数是否与胃癌患者胃切除术后骨质流失有关:我们回顾性审查了 2009 年至 2018 年期间在延世大学 Severance 医院接受胃切除术的患者的病历和腹部 CT 扫描。分析了非转移性胃腺癌患者以及术前和术后非对比 CT 扫描结果。使用半自动分割软件评估了骨骼肌(SMA)、内脏脂肪(VFA)和皮下脂肪(SFA)的切片面积。测量了 L1 中椎骨水平骨小梁衰减的变化(L1 霍恩斯菲尔德单位 [HU]):分析了 57 名患者(平均年龄为 65.5±10.6;70.2% 为男性),中位病程为 31 个月。47名患者(82.5%)在胃切除术后体重减轻。骨丢失组和骨保留组的基线 SMA 和 VFA 没有差异;但是,骨保留组的基线 SFA 明显高于骨丢失组(P=0.020)。在调整了混杂因素的多变量线性回归模型中,基线 VFA 高一个标准差与 L1 HU 年化损失(%)更大相关(P=0.034)。然而,术前较高的SFA与胃切除术后骨丢失的保护相关(P=0.025):结论:术前较高的SFA对非转移性胃癌患者胃切除术后的骨质流失具有保护作用,而VFA则具有负作用。
{"title":"Differential Impact of Subcutaneous and Visceral Fat on Bone Changes after Gastrectomy.","authors":"Sungjoon Cho, Sungjae Shin, Seunghyun Lee, Yumie Rhee, Hyoung-Il Kim, Namki Hong","doi":"10.3803/EnM.2024.1956","DOIUrl":"10.3803/EnM.2024.1956","url":null,"abstract":"<p><strong>Backgruound: </strong>Osteoporosis and fragility fractures are crucial musculoskeletal complications in long-term survivors of gastric cancer. However, the relationship between changes in body composition after gastrectomy and bone loss has not been investigated. Therefore, this study aimed to explore whether computed tomography (CT)-derived body composition parameters are associated with bone loss after gastrectomy in patients with gastric cancer.</p><p><strong>Methods: </strong>We retrospectively reviewed medical records and abdomen CT scans of patients who underwent gastrectomy at Yonsei University Severance Hospital between 2009 and 2018. Patients with non-metastatic gastric adenocarcinoma and preoperative and postoperative non-contrast CT scans were analyzed. Section area of skeletal muscle (SMA), visceral fat (VFA), and subcutaneous fat (SFA) were assessed using semi-automatic segmentation software. Changes in trabecular bone attenuation of L1 mid-vertebra level (L1 Hounsfield units [HU]) were measured.</p><p><strong>Results: </strong>Fifty-seven patients (mean age, 65.5±10.6; 70.2% males) were analyzed, and the median duration was 31 months. Fortyseven patients (82.5%) lost weight after gastrectomy. Baseline SMA and VFA did not differ between the bone loss and preserved groups; however, baseline SFA was significantly higher in the bone preserved group than in the bone loss group (P=0.020). In a multivariable linear regression model adjusted for confounding factors, one standard deviation higher VFA at baseline was associated with greater annualized L1 HU loss (%) (P=0.034). However, higher preoperative SFA was associated with protection against bone loss after gastrectomy (P=0.025).</p><p><strong>Conclusion: </strong>Higher preoperative SFA exhibited a protective effect against bone loss after gastrectomy in patients with non-metastatic gastric cancer, whereas VFA exhibited a negative effect.</p>","PeriodicalId":11636,"journal":{"name":"Endocrinology and Metabolism","volume":" ","pages":"632-640"},"PeriodicalIF":3.9,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11375306/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141626240","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Regulation of Energy and Glucose Homeostasis by the Nucleus of the Solitary Tract and the Area Postrema. 孤束核和后区对能量和葡萄糖平衡的调节
IF 3.9 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-08-01 DOI: 10.3803/EnM.2024.2025
Kyla Bruce, Ameth N Garrido, Song-Yang Zhang, Tony K T Lam

The central nervous system regulates feeding, weight and glucose homeostasis in rodents and humans, but the site-specific mechanisms remain unclear. The dorsal vagal complex in the brainstem that contains the nucleus of the solitary tract (NTS) and area postrema (AP) emerges as a regulatory center that impacts energy and glucose balance by monitoring hormonal and nutrient changes. However, the specific mechanistic metabolic roles of the NTS and AP remain elusive. This mini-review highlights methods to study their distinct roles and recent findings on their metabolic differences and similarities of growth differentiation factor 15 (GDF15) action and glucose sensing in the NTS and AP. In summary, future research aims to characterize hormonal and glucose sensing mechanisms in the AP and/or NTS carries potential to unveil novel targets that lower weight and glucose levels in obesity and diabetes.

中枢神经系统能调节啮齿动物和人类的进食、体重和葡萄糖平衡,但其特定部位的机制仍不清楚。脑干背侧迷走神经复合体包含孤束核(NTS)和后区(AP),是通过监测激素和营养物质变化影响能量和葡萄糖平衡的调节中心。然而,NTS 和 AP 的具体机理代谢作用仍然难以捉摸。这篇微型综述重点介绍了研究它们各自不同作用的方法,以及最近关于生长分化因子 15 (GDF15) 在 NTS 和 AP 中的作用和葡萄糖感应的代谢异同的发现。总之,未来的研究旨在确定 AP 和/或 NTS 中激素和葡萄糖传感机制的特征,从而揭示降低肥胖症和糖尿病患者体重和血糖水平的新靶点。
{"title":"Regulation of Energy and Glucose Homeostasis by the Nucleus of the Solitary Tract and the Area Postrema.","authors":"Kyla Bruce, Ameth N Garrido, Song-Yang Zhang, Tony K T Lam","doi":"10.3803/EnM.2024.2025","DOIUrl":"10.3803/EnM.2024.2025","url":null,"abstract":"<p><p>The central nervous system regulates feeding, weight and glucose homeostasis in rodents and humans, but the site-specific mechanisms remain unclear. The dorsal vagal complex in the brainstem that contains the nucleus of the solitary tract (NTS) and area postrema (AP) emerges as a regulatory center that impacts energy and glucose balance by monitoring hormonal and nutrient changes. However, the specific mechanistic metabolic roles of the NTS and AP remain elusive. This mini-review highlights methods to study their distinct roles and recent findings on their metabolic differences and similarities of growth differentiation factor 15 (GDF15) action and glucose sensing in the NTS and AP. In summary, future research aims to characterize hormonal and glucose sensing mechanisms in the AP and/or NTS carries potential to unveil novel targets that lower weight and glucose levels in obesity and diabetes.</p>","PeriodicalId":11636,"journal":{"name":"Endocrinology and Metabolism","volume":" ","pages":"559-568"},"PeriodicalIF":3.9,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11377841/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141859388","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Treatment Patterns and Preferences for Graves' Disease in Korea: Insights from a Nationwide Cohort Study. 韩国巴塞杜氏病的治疗模式和偏好:来自全国队列研究的启示。
IF 3.9 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-08-01 Epub Date: 2024-08-05 DOI: 10.3803/EnM.2024.2042
Kyeong Jin Kim, Jimi Choi, Soo Myoung Shin, Jung A Kim, Kyoung Jin Kim, Sin Gon Kim

Treatment patterns and preferences for patients with Graves' disease (GD) vary across countries. In this study, we assessed the initial therapies and subsequent treatment modalities employed for GD in real-world clinical practice in Korea. We analyzed 452,001 patients with GD from 2004 to 2020, obtained from the Korean National Health Insurance Service database. Initial treatments included antithyroid drug (ATD) therapy (98% of cases), thyroidectomy (1.3%), and radioactive iodine (RAI) therapy (0.7%). The rates of initial treatment failure were 58.5% for ATDs, 21.3% for RAI, and 2.1% for thyroidectomy. Even among cases of ATD treatment failure or recurrence, the rates of RAI therapy remained low. Regarding initial treatment, the 5-year remission rate was 46.8% among patients administered ATDs versus 91.0% among recipients of RAI therapy; at 10 years, these rates were 59.2% and 94.0%, respectively. Our findings highlight a marked disparity in the use of RAI therapy in Korea compared to Western countries. Further research is required to understand the reasons for these differences in treatment patterns.

不同国家对巴塞杜氏病(GD)患者的治疗模式和偏好各不相同。在这项研究中,我们评估了韩国在实际临床实践中对巴塞杜氏病采用的初始疗法和后续治疗方式。我们分析了韩国国民健康保险服务数据库中 2004 年至 2020 年期间的 452 001 名 GD 患者。初始治疗包括抗甲状腺药物(ATD)治疗(98%的病例)、甲状腺切除术(1.3%)和放射性碘(RAI)治疗(0.7%)。ATD初始治疗失败率为58.5%,RAI为21.3%,甲状腺切除术为2.1%。即使在ATD治疗失败或复发的病例中,RAI治疗的比例仍然很低。就初始治疗而言,接受ATD治疗的患者5年缓解率为46.8%,而接受RAI治疗的患者5年缓解率为91.0%;10年缓解率分别为59.2%和94.0%。我们的研究结果表明,与西方国家相比,韩国在使用 RAI 疗法方面存在明显差异。要了解这些治疗模式差异的原因,还需要进一步的研究。
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引用次数: 0
End-to-End Semi-Supervised Opportunistic Osteoporosis Screening Using Computed Tomography. 利用计算机断层扫描进行端到端半监督机会性骨质疏松症筛查
IF 3.9 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-06-01 Epub Date: 2024-05-09 DOI: 10.3803/EnM.2023.1860
Jieun Oh, Boah Kim, Gyutaek Oh, Yul Hwangbo, Jong Chul Ye

Backgruound: Osteoporosis is the most common metabolic bone disease and can cause fragility fractures. Despite this, screening utilization rates for osteoporosis remain low among populations at risk. Automated bone mineral density (BMD) estimation using computed tomography (CT) can help bridge this gap and serve as an alternative screening method to dual-energy X-ray absorptiometry (DXA).

Methods: The feasibility of an opportunistic and population agnostic screening method for osteoporosis using abdominal CT scans without bone densitometry phantom-based calibration was investigated in this retrospective study. A total of 268 abdominal CT-DXA pairs and 99 abdominal CT studies without DXA scores were obtained from an oncology specialty clinic in the Republic of Korea. The center axial CT slices from the L1, L2, L3, and L4 lumbar vertebrae were annotated with the CT slice level and spine segmentation labels for each subject. Deep learning models were trained to localize the center axial slice from the CT scan of the torso, segment the vertebral bone, and estimate BMD for the top four lumbar vertebrae.

Results: Automated vertebra-level DXA measurements showed a mean absolute error (MAE) of 0.079, Pearson's r of 0.852 (P<0.001), and R2 of 0.714. Subject-level predictions on the held-out test set had a MAE of 0.066, Pearson's r of 0.907 (P<0.001), and R2 of 0.781.

Conclusion: CT scans collected during routine examinations without bone densitometry calibration can be used to generate DXA BMD predictions.

背景:骨质疏松症是最常见的代谢性骨病,可导致脆性骨折:骨质疏松症是最常见的代谢性骨病,可导致脆性骨折。尽管如此,骨质疏松症筛查在高危人群中的使用率仍然很低。使用计算机断层扫描(CT)自动估算骨质密度(BMD)有助于缩小这一差距,并可作为双能 X 射线吸收测定法(DXA)的替代筛查方法:在这项回顾性研究中,研究人员调查了使用腹部 CT 扫描进行骨质疏松症机会性和人群不可知性筛查方法的可行性,该方法无需基于骨密度测量的模型校准。研究人员从大韩民国的一家肿瘤专科诊所共获得了 268 对腹部 CT-DXA 和 99 个无 DXA 评分的腹部 CT 研究结果。来自 L1、L2、L3 和 L4 腰椎的中心轴向 CT 切片标注了每个受试者的 CT 切片级别和脊柱分割标签。对深度学习模型进行了训练,以定位躯干 CT 扫描的中心轴切片、分割椎骨并估算前四个腰椎的 BMD:结果:椎骨级 DXA 自动测量的平均绝对误差(MAE)为 0.079,Pearson's r 为 0.852(PC结论:在常规检查中收集的 CT 扫描结果无需进行骨密度测量校准即可用于生成 DXA BMD 预测值。
{"title":"End-to-End Semi-Supervised Opportunistic Osteoporosis Screening Using Computed Tomography.","authors":"Jieun Oh, Boah Kim, Gyutaek Oh, Yul Hwangbo, Jong Chul Ye","doi":"10.3803/EnM.2023.1860","DOIUrl":"10.3803/EnM.2023.1860","url":null,"abstract":"<p><strong>Backgruound: </strong>Osteoporosis is the most common metabolic bone disease and can cause fragility fractures. Despite this, screening utilization rates for osteoporosis remain low among populations at risk. Automated bone mineral density (BMD) estimation using computed tomography (CT) can help bridge this gap and serve as an alternative screening method to dual-energy X-ray absorptiometry (DXA).</p><p><strong>Methods: </strong>The feasibility of an opportunistic and population agnostic screening method for osteoporosis using abdominal CT scans without bone densitometry phantom-based calibration was investigated in this retrospective study. A total of 268 abdominal CT-DXA pairs and 99 abdominal CT studies without DXA scores were obtained from an oncology specialty clinic in the Republic of Korea. The center axial CT slices from the L1, L2, L3, and L4 lumbar vertebrae were annotated with the CT slice level and spine segmentation labels for each subject. Deep learning models were trained to localize the center axial slice from the CT scan of the torso, segment the vertebral bone, and estimate BMD for the top four lumbar vertebrae.</p><p><strong>Results: </strong>Automated vertebra-level DXA measurements showed a mean absolute error (MAE) of 0.079, Pearson's r of 0.852 (P<0.001), and R2 of 0.714. Subject-level predictions on the held-out test set had a MAE of 0.066, Pearson's r of 0.907 (P<0.001), and R2 of 0.781.</p><p><strong>Conclusion: </strong>CT scans collected during routine examinations without bone densitometry calibration can be used to generate DXA BMD predictions.</p>","PeriodicalId":11636,"journal":{"name":"Endocrinology and Metabolism","volume":" ","pages":"500-510"},"PeriodicalIF":3.9,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11220219/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140891421","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Beyond Bone: Embracing Osteosarcopenia for Comprehensive Fracture Prevention. 超越骨骼:拥抱骨质疏松症,全面预防骨折。
IF 3.9 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-06-01 Epub Date: 2024-05-16 DOI: 10.3803/EnM.2024.2002
Beom-Jun Kim
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引用次数: 0
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Endocrinology and Metabolism
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