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Gestational Diabetes Mellitus: Mechanisms Underlying Maternal and Fetal Complications.
IF 3.9 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-23 DOI: 10.3803/EnM.2024.2264
Jooyeop Lee, Na Keum Lee, Joon Ho Moon

Gestational diabetes mellitus (GDM) affects over 10% of all pregnancies, both in Korea and worldwide. GDM not only increases the risk of adverse pregnancy outcomes such as preeclampsia, preterm birth, macrosomia, neonatal hypoglycemia, and shoulder dystocia, but it also significantly increases the risk of developing postpartum type 2 diabetes mellitus and cardiovascular disease in the mother. Additionally, GDM is linked to a higher risk of childhood obesity and diabetes in offspring, as well as neurodevelopmental disorders, including autistic spectrum disorder. This review offers a comprehensive summary of clinical epidemiological studies concerning maternal and fetal complications and explores mechanistic investigations that reveal the underlying pathophysiology.

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引用次数: 0
Prognostic Indicators and Comparative Treatment Outcomes in High-Risk Thyroid Cancer with Laryngotracheal Invasion. 高危甲状腺癌伴喉气管侵犯的预后指标及比较治疗结果。
IF 3.9 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-22 DOI: 10.3803/EnM.2024.2033
Eman A Toraih, Jessan A Jishu, Mohammad H Hussein, Aly A M Shaalan, Manal S Fawzy, Emad Kandil

Background: Laryngotracheal invasion occurs in a subset of patients with well-differentiated thyroid cancer (WDTC) and is associated with a poor prognosis. We aimed to analyze patterns and predictors/outcomes related to this high-risk manifestation.

Methods: This population-based analysis utilized the Surveillance, Epidemiology, and End Results (SEER) registry (2000 to 2015) to identify WDTC patients. Temporal trends and geographic variation in invasion rates were assessed. Logistic regression and propensity score matching were employed to identify predictors of secondary malignancy, mortality, and treatment impact on overall and thyroid cancer (TC)-specific survival.

Results: Of 131,721 WDTC patients, 1,662 (1.3%) had tracheal invasion and 976 (0.7%) had laryngeal invasion at diagnosis. Tracheal and laryngeal invasion rates declined from 3.7%-0.7% and 1.5%-0.6%, respectively, from 2000 to 2015. Compared to 98,835 noninvasive cases, patients with laryngotracheal invasion were older and more often male, Asian, and Hispanic (all P<0.001). This group had larger tumors with higher rates of nodal (N1: 61.8% vs. 15.1%) and distant metastases (M1: 9.3% vs. 0.4%). Age ≥55 years (hazard ratio [HR], 1.19; P=0.004) and metastases (HR, 1.75; P<0.001) increased TC-specific mortality, whereas the converse pattern was found for Asian race (HR, 0.63; P=0.002) and surgery (HR, 0.35; P<0.001). In rigorously matched groups to control confounding, adding radioactive iodine to surgery reduced mortality by 30% (P<0.001). However, external beam radiation and systemic therapy did not improve survival over surgery alone.

Conclusion: Laryngotracheal invasion is present in 0.7% to 1.3% of cases, conferring over double the mortality risk. Radioactive iodine with surgery improves outcomes in this aggressive WDTC subset.

背景:喉气管侵犯发生在高分化甲状腺癌(WDTC)患者的一个亚群中,并且与不良预后相关。我们的目的是分析与这种高风险表现相关的模式和预测因素/结果。方法:这项基于人群的分析利用监测、流行病学和最终结果(SEER)登记(2000年至2015年)来确定WDTC患者。评估了入侵率的时间趋势和地理变异。采用Logistic回归和倾向评分匹配来确定继发性恶性肿瘤、死亡率和治疗对总体和甲状腺癌(TC)特异性生存的影响的预测因子。结果:131721例WDTC患者中,诊断时有气管侵犯1662例(1.3%),喉侵犯976例(0.7%)。从2000年到2015年,气管和喉部的侵犯率分别从3.7%-0.7%和1.5%-0.6%下降。与98,835例无创病例相比,喉气管侵犯患者年龄较大,且多为男性、亚洲人和西班牙人(均为p)。结论:喉气管侵犯存在于0.7%至1.3%的病例中,导致死亡风险增加一倍以上。放射性碘手术治疗可改善这种侵袭性WDTC亚群的预后。
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引用次数: 0
Tirzepatide and Cancer Risk in Individuals with and without Diabetes: A Systematic Review and Meta-Analysis. 替西帕肽与糖尿病患者和非糖尿病患者的癌症风险:一项系统综述和荟萃分析。
IF 3.9 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-15 DOI: 10.3803/EnM.2024.2164
A B M Kamrul-Hasan, Muhammad Shah Alam, Deep Dutta, Thanikai Sasikanth, Fatema Tuz Zahura Aalpona, Lakshmi Nagendra

Background: Data on the carcinogenic potential of tirzepatide from randomized controlled trials (RCTs) are limited. Furthermore, no meta-analysis has included all relevant RCTs to assess the cancer risk associated with tirzepatide.

Methods: RCTs involving patients receiving tirzepatide in the intervention arm and either a placebo or any active comparator in the control arm were searched through electronic databases. The primary outcome was the overall risk of any cancer, and secondary outcomes were the risks of specific types of cancer in the tirzepatide versus the control groups.

Results: Thirteen RCTs with 13,761 participants were analyzed. Over 26 to 72 weeks, the tirzepatide and pooled control groups had identical risks of any cancer (risk ratio, 0.78; 95% confidence interval, 0.53 to 1.16; P=0.22). The two groups had comparable cancer risks in patients with and without diabetes. In subgroup analyses, the risks were also similar in the tirzepatide versus placebo, insulin, and glucagon-like peptide-1 receptor agonist groups. The overall cancer risk was also comparable for different doses of tirzepatide compared to the control groups; only a 10-mg tirzepatide dose had a lower risk of any cancer than placebo. Furthermore, compared to the control groups (pooled or separately), tirzepatide did not increase the risk of any specific cancer types. Despite greater increments in serum calcitonin with 10- and 15-mg tirzepatide doses than with placebo, the included RCTs reported no cases of papillary thyroid carcinoma.

Conclusion: Tirzepatide use in RCTs over 26 to 72 weeks did not increase overall or specific cancer risk.

背景:来自随机对照试验(rct)的关于替西帕肽致癌潜力的数据有限。此外,没有荟萃分析纳入所有相关的随机对照试验来评估与替西肽相关的癌症风险。方法:通过电子数据库检索涉及干预组接受替西帕肽治疗的患者和对照组接受安慰剂或任何活性比较物治疗的患者的随机对照试验。主要结果是任何癌症的总体风险,次要结果是替西帕肽组与对照组中特定类型癌症的风险。结果:13项随机对照试验共13761名受试者进行了分析。在26至72周内,替西肽组和合并对照组患任何癌症的风险相同(风险比,0.78;95%置信区间为0.53 ~ 1.16;P = 0.22)。两组糖尿病患者和非糖尿病患者患癌症的风险相当。在亚组分析中,替西帕肽与安慰剂、胰岛素和胰高血糖素样肽-1受体激动剂组的风险也相似。与对照组相比,不同剂量的替西帕肽的总体癌症风险也相当;只有10mg剂量的替西帕肽比安慰剂有更低的癌症风险。此外,与对照组(合并或单独)相比,替西帕肽没有增加任何特定癌症类型的风险。尽管10-和15-mg替西帕肽组的血清降钙素比安慰剂组有更大的增加,但纳入的随机对照试验未报告甲状腺乳头状癌病例。结论:在26 - 72周的随机对照试验中使用替西帕肽不会增加总体或特定的癌症风险。
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引用次数: 0
Risk of Osteoporotic Fractures among Patients with Thyroid Cancer: A Nationwide Population-Based Cohort Study. 甲状腺癌患者骨质疏松性骨折的风险:一项全国性人群队列研究
IF 3.9 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-15 DOI: 10.3803/EnM.2024.2101
Eu Jeong Ku, Won Sang Yoo, Yu Been Hwang, Subin Jang, Jooyoung Lee, Shinje Moon, Eun Kyung Lee, Hwa Young Ahn

Background: The associations between thyroid cancer and skeletal outcomes have not been thoroughly investigated. We aimed to investigate the risk of osteoporotic fractures in patients with thyroid cancer compared to that in a matched control group.

Methods: This retrospective cohort study included 2,514 patients with thyroid cancer and 75,420 matched controls from the Korean National Health Insurance Service-National Sample Cohort (NHIS-NSC, 2006-2019). The rates of osteoporotic fractures were analyzed, and associations with the levothyroxine dose were evaluated.

Results: Patients with thyroid cancer had a significantly lower risk of fracture than did the control group (hazard ratio [HR], 0.81; 95% confidence interval [CI], 0.69 to 0.94; P=0.006). Patients diagnosed with thyroid cancer after the age of 50 years (older cancer group) had a significantly lower risk of fracture than did those in the control group (HR, 0.72; 95% CI, 0.6 to 0.85; P<0.001), especially those diagnosed with spinal fractures (HR, 0.66; 95% CI, 0.51 to 0.85; P=0.001). Patients in the older cancer group started osteoporosis treatment earlier than did those in the control group (65.5±7.5 years vs. 67.3±7.6 years, P<0.001). Additionally, a lower dose of levothyroxine was associated with a reduced risk of fractures.

Conclusion: In the clinical setting, the risk of fracture in women diagnosed with thyroid cancer after the age of 50 years was lower than that in the control group, which was caused by more proactive osteoporosis treatment in postmenopausal women with thyroid cancer.

背景:甲状腺癌与骨骼预后之间的关系尚未被彻底研究。我们的目的是研究甲状腺癌患者发生骨质疏松性骨折的风险,并与对照组进行比较。方法:本回顾性队列研究包括2514名甲状腺癌患者和75420名匹配对照,来自韩国国民健康保险服务-国家样本队列(NHIS-NSC, 2006-2019)。分析骨质疏松性骨折的发生率,并评估其与左旋甲状腺素剂量的关系。结果:甲状腺癌患者发生骨折的风险明显低于对照组(危险比[HR], 0.81;95%置信区间[CI], 0.69 ~ 0.94;P = 0.006)。50岁以后诊断为甲状腺癌的患者(老年癌症组)发生骨折的风险明显低于对照组(HR, 0.72;95% CI, 0.6 ~ 0.85;结论:在临床中,50岁以后诊断为甲状腺癌的女性发生骨折的风险低于对照组,这是由于绝经后甲状腺癌女性更积极的骨质疏松治疗所致。
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引用次数: 0
Evolving Characteristics of Type 2 Diabetes Mellitus in East Asia. 东亚地区2型糖尿病的演变特征
IF 3.9 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-15 DOI: 10.3803/EnM.2024.2193
Joonyub Lee, Kun-Ho Yoon

In East Asians, type 2 diabetes mellitus (T2DM) is primarily characterized by significant defects in insulin secretion and comparatively low insulin resistance. Recently, the prevalence of T2DM has rapidly increased in East Asian countries, including Korea, occurring concurrently with rising obesity rates. This trend has led to an increase in the average body mass index among East Asian T2DM patients, highlighting the influence of insulin resistance in the development of T2DM within this group. Currently, the incidence of T2DM in Korea is declining, which may indicate potential adaptive changes in insulin secretory capacity. This review focuses on the changing epidemiology of T2DM in East Asia, with a particular emphasis on the characteristics of peak functional β-cell mass.

在东亚,2型糖尿病(T2DM)的主要特征是胰岛素分泌明显缺陷和相对较低的胰岛素抵抗。最近,包括韩国在内的东亚国家的2型糖尿病患病率迅速上升,同时肥胖率也在上升。这一趋势导致东亚T2DM患者的平均体重指数增加,强调了胰岛素抵抗在该人群中T2DM发展中的影响。目前,韩国T2DM的发病率正在下降,这可能表明胰岛素分泌能力发生了潜在的适应性变化。本文综述了东亚地区T2DM流行病学的变化,特别强调了峰值功能β细胞质量的特征。
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引用次数: 0
Long-Term Efficacy and Safety of Denosumab: Insights beyond 10 Years of Use. Denosumab的长期疗效和安全性:超过10年使用的见解。
IF 3.9 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-13 DOI: 10.3803/EnM.2024.2125
Jeonghoon Ha, Youn-Ju Lee, Jinyoung Kim, Chaiho Jeong, Yejee Lim, Jeongmin Lee, Ki-Hyun Baek

Osteoporosis management in post-menopausal women focuses on fracture prevention, with denosumab as a key therapeutic option. Despite its proven efficacy in reducing fracture risk and increasing bone mineral density (BMD) over 10 years, its long-term impact remains uncertain. We evaluated the literature on its efficacy and safety beyond the initial decade. Clinical trials and real-world studies confirm denosumab's sustained efficacy, especially in lumbar spine BMD, with hip BMD stabilizing. Concerns about adverse events (AEs) like hypocalcemia and osteonecrosis of the jaw necessitate vigilant monitoring. Risks of atypical femoral fractures and malignancies also require attention, despite unclear links to treatment duration. Clinical guidelines for denosumab beyond 10 years are limited, emphasizing the need for careful monitoring. In certain scenarios, such as advanced chronic kidney disease, prolonged denosumab may be required to balance AE risks with fracture prevention benefits. Denosumab shows potential for long-term efficacy in augmenting BMD; however, monitoring for AEs is crucial to guide clinical decision-making effectively.

绝经后妇女骨质疏松症的管理侧重于骨折预防,denosumab是一个关键的治疗选择。尽管其在降低骨折风险和增加骨密度(BMD)方面的疗效已被证实超过10年,但其长期影响仍不确定。我们评估了最初十年后其有效性和安全性的文献。临床试验和实际研究证实了denosumab的持续疗效,特别是在腰椎骨密度方面,髋部骨密度稳定。关注不良事件(ae),如低钙血症和颌骨骨坏死,需要警惕监测。非典型股骨骨折和恶性肿瘤的风险也需要注意,尽管不清楚与治疗时间的联系。denosumab 10年以上的临床指南是有限的,强调需要仔细监测。在某些情况下,如晚期慢性肾病,可能需要延长denosumab以平衡AE风险和骨折预防益处。Denosumab显示出增加骨密度的长期疗效潜力;然而,监测不良事件对于有效指导临床决策至关重要。
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引用次数: 0
Unveiling Risk Factors for Treatment Failure in Patients with Graves' Disease: A Nationwide Cohort Study in Korea. 揭示格雷夫斯病患者治疗失败的危险因素:韩国一项全国性队列研究
IF 3.9 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-13 DOI: 10.3803/EnM.2024.2093
Jung A Kim, Kyeong Jin Kim, Jimi Choi, Kyoung Jin Kim, Eyun Song, Ji Hee Yu, Nam Hoon Kim, Hye Jin Yoo, Ji A Seo, Nan Hee Kim, Kyung Mook Choi, Sei Hyun Baik, Sin Gon Kim

Background: Antithyroid drug (ATD) treatment is the preferred initial treatment for Graves' disease (GD) in South Korea, despite higher treatment failure rates than radioactive iodine (RAI) therapy or thyroidectomy. This study aimed to evaluate the incidence of treatment failure associated with the primary modalities for GD treatment in real-world practice.

Methods: We included 452,001 patients diagnosed with GD between 2004 and 2020 from the Korean National Health Insurance Service-National Health Information Database. Treatment failure was defined as switching from ATD, RAI, or thyroidectomy treatments, and for ATD specifically, inability to discontinue medication for over 2 years.

Results: Mean age was 46.2 years, with females constituting 70.8%. Initial treatments for GD included ATDs (98.0%), thyroidectomy (1.3%), and RAI (0.7%), with a noted increment in ATD application from 96.2% in 2004 to 98.8% in 2020. During a median follow- up of 8.5 years, the treatment failure rates were 58.5% for ATDs, 21.3% for RAI, and 2.1% for thyroidectomy. Multivariate analysis indicated that the hazard ratio for treatment failure with ATD was 2.81 times higher than RAI. RAI treatments ≥10 mCi had 37% lower failure rates than doses <10 mCi.

Conclusion: ATDs are the most commonly used for GD in South Korea, followed by thyroidectomy and RAI. Although the risk of treatment failure for ATD is higher than that of RAI therapy, initial RAI treatment in South Korea is relatively limited compared to that in Western countries. Further studies are required to evaluate the cause of low initial RAI treatment rates in South Korea.

背景:在韩国,抗甲状腺药物(ATD)治疗是Graves病(GD)的首选初始治疗,尽管治疗失败率高于放射性碘(RAI)治疗或甲状腺切除术。本研究旨在评估与现实世界中GD治疗的主要方式相关的治疗失败发生率。方法:我们从韩国国民健康保险服务-国家健康信息数据库中纳入了2004年至2020年间诊断为GD的452,001例患者。治疗失败被定义为从ATD、RAI或甲状腺切除术治疗中切换,特别是对于ATD,无法停药超过2年。结果:平均年龄46.2岁,女性占70.8%。GD的初始治疗包括ATD(98.0%)、甲状腺切除术(1.3%)和RAI (0.7%), ATD的应用从2004年的96.2%增加到2020年的98.8%。在中位随访8.5年期间,ATDs的治疗失败率为58.5%,RAI为21.3%,甲状腺切除术为2.1%。多因素分析表明,ATD治疗失败的风险比为RAI的2.81倍。≥10 mCi的RAI治疗失败率比剂量治疗低37%。结论:在韩国,ATDs是GD最常用的治疗方法,其次是甲状腺切除术和RAI。虽然ATD治疗失败的风险高于RAI治疗,但与西方国家相比,韩国的初始RAI治疗相对有限。需要进一步的研究来评估韩国RAI初始治疗率低的原因。
{"title":"Unveiling Risk Factors for Treatment Failure in Patients with Graves' Disease: A Nationwide Cohort Study in Korea.","authors":"Jung A Kim, Kyeong Jin Kim, Jimi Choi, Kyoung Jin Kim, Eyun Song, Ji Hee Yu, Nam Hoon Kim, Hye Jin Yoo, Ji A Seo, Nan Hee Kim, Kyung Mook Choi, Sei Hyun Baik, Sin Gon Kim","doi":"10.3803/EnM.2024.2093","DOIUrl":"https://doi.org/10.3803/EnM.2024.2093","url":null,"abstract":"<p><strong>Background: </strong>Antithyroid drug (ATD) treatment is the preferred initial treatment for Graves' disease (GD) in South Korea, despite higher treatment failure rates than radioactive iodine (RAI) therapy or thyroidectomy. This study aimed to evaluate the incidence of treatment failure associated with the primary modalities for GD treatment in real-world practice.</p><p><strong>Methods: </strong>We included 452,001 patients diagnosed with GD between 2004 and 2020 from the Korean National Health Insurance Service-National Health Information Database. Treatment failure was defined as switching from ATD, RAI, or thyroidectomy treatments, and for ATD specifically, inability to discontinue medication for over 2 years.</p><p><strong>Results: </strong>Mean age was 46.2 years, with females constituting 70.8%. Initial treatments for GD included ATDs (98.0%), thyroidectomy (1.3%), and RAI (0.7%), with a noted increment in ATD application from 96.2% in 2004 to 98.8% in 2020. During a median follow- up of 8.5 years, the treatment failure rates were 58.5% for ATDs, 21.3% for RAI, and 2.1% for thyroidectomy. Multivariate analysis indicated that the hazard ratio for treatment failure with ATD was 2.81 times higher than RAI. RAI treatments ≥10 mCi had 37% lower failure rates than doses <10 mCi.</p><p><strong>Conclusion: </strong>ATDs are the most commonly used for GD in South Korea, followed by thyroidectomy and RAI. Although the risk of treatment failure for ATD is higher than that of RAI therapy, initial RAI treatment in South Korea is relatively limited compared to that in Western countries. Further studies are required to evaluate the cause of low initial RAI treatment rates in South Korea.</p>","PeriodicalId":11636,"journal":{"name":"Endocrinology and Metabolism","volume":" ","pages":""},"PeriodicalIF":3.9,"publicationDate":"2025-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142978029","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effectiveness and Safety of Oral Quadruple Combination Therapy in Patients with Type 2 Diabetes: A Systematic Review and Meta-Analysis. 口服四联疗法治疗2型糖尿病患者的有效性和安全性:一项系统综述和荟萃分析。
IF 3.9 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-13 DOI: 10.3803/EnM.2024.2120
Jaehyun Bae, Min Heui Yu, Minyoung Lee, Bong-Soo Cha, Byung-Wan Lee

Background: Achieving optimal glucose control is essential in the management of type 2 diabetes (T2D). This study aimed to evaluate the effectiveness and safety of oral quadruple combination therapy for the treatment of T2D.

Methods: This meta-analysis reviewed original research on oral quadruple combination therapy for T2D, including both experimental and observational studies with a minimum duration of 12 weeks. The primary endpoint was the change in glycated hemoglobin (HbA1c) from baseline to follow-up. The secondary endpoint was the incidence rate of adverse events. Two investigators independently extracted data and assessed the risk of bias. Outcomes were pooled as the standardized mean difference (using Hedge's g) and the risk ratio for adverse events in random-effects meta-analyses.

Results: The meta-analysis included 17 studies. Oral quadruple combination therapy resulted in an additional mean reduction in HbA1c levels of 1.1% in patients who did not achieve glycemic control with oral triple combination therapy. Compared with switching to injectables, such as insulin or a glucagon-like peptide-1 receptor agonist-containing regimen, this therapy was non-inferior, even demonstrating a slightly superior glucose-lowering effect. Furthermore, it was determined to be safe, with an adverse event rate of 0.25, indicating no significant difference in safety compared with adding a placebo or switching to an injectable-containing regimen.

Conclusion: Oral quadruple combination therapy is a valid option for patients with T2D who are unable to achieve glycemic targets with oral triple combination therapy, offering both effective glycemic control and a favorable safety profile.

背景:实现最佳血糖控制在2型糖尿病(T2D)的管理中是必不可少的。本研究旨在评价口服四联疗法治疗T2D的有效性和安全性。方法:本荟萃分析回顾了口服四联疗法治疗T2D的原始研究,包括最小持续时间为12周的实验和观察性研究。主要终点是糖化血红蛋白(HbA1c)从基线到随访的变化。次要终点是不良事件的发生率。两名研究者独立提取数据并评估偏倚风险。在随机效应荟萃分析中,将结果汇总为标准化平均差(使用Hedge’s g)和不良事件的风险比。结果:meta分析包括17项研究。口服四联治疗导致未达到口服三联治疗血糖控制的患者HbA1c水平额外平均降低1.1%。与注射胰岛素或含有胰高血糖素样肽-1受体激动剂的方案相比,这种疗法并不逊色,甚至表现出略好的降糖效果。此外,它被确定为安全的,不良事件发生率为0.25,表明与添加安慰剂或切换到含有注射的方案相比,安全性没有显着差异。结论:口服四联治疗对于口服三联治疗无法达到血糖目标的T2D患者是一种有效的选择,既能有效控制血糖,又具有良好的安全性。
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引用次数: 0
Deep Learning Technology for Classification of Thyroid Nodules Using Multi-View Ultrasound Images: Potential Benefits and Challenges in Clinical Application. 基于多视点超声图像的甲状腺结节分类的深度学习技术:临床应用中的潜在益处和挑战。
IF 3.9 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-13 DOI: 10.3803/EnM.2024.2058
Jinyoung Kim, Min-Hee Kim, Dong-Jun Lim, Hankyeol Lee, Jae Jun Lee, Hyuk-Sang Kwon, Mee Kyoung Kim, Ki-Ho Song, Tae-Jung Kim, So Lyung Jung, Yong Oh Lee, Ki-Hyun Baek

Background: This study aimed to evaluate the applicability of deep learning technology to thyroid ultrasound images for classification of thyroid nodules.

Methods: This retrospective analysis included ultrasound images of patients with thyroid nodules investigated by fine-needle aspiration at the thyroid clinic of a single center from April 2010 to September 2012. Thyroid nodules with cytopathologic results of Bethesda category V (suspicious for malignancy) or VI (malignant) were defined as thyroid cancer. Multiple deep learning algorithms based on convolutional neural networks (CNNs) -ResNet, DenseNet, and EfficientNet-were utilized, and Siamese neural networks facilitated multi-view analysis of paired transverse and longitudinal ultrasound images.

Results: Among 1,048 analyzed thyroid nodules from 943 patients, 306 (29%) were identified as thyroid cancer. In a subgroup analysis of transverse and longitudinal images, longitudinal images showed superior prediction ability. Multi-view modeling, based on paired transverse and longitudinal images, significantly improved the model performance; with an accuracy of 0.82 (95% confidence intervals [CI], 0.80 to 0.86) with ResNet50, 0.83 (95% CI, 0.83 to 0.88) with DenseNet201, and 0.81 (95% CI, 0.79 to 0.84) with EfficientNetv2_ s. Training with high-resolution images obtained using the latest equipment tended to improve model performance in association with increased sensitivity.

Conclusion: CNN algorithms applied to ultrasound images demonstrated substantial accuracy in thyroid nodule classification, indicating their potential as valuable tools for diagnosing thyroid cancer. However, in real-world clinical settings, it is important to aware that model performance may vary depending on the quality of images acquired by different physicians and imaging devices.

研究背景本研究旨在评估深度学习技术对甲状腺超声图像进行甲状腺结节分类的适用性:这项回顾性分析纳入了2010年4月至2012年9月在一个中心的甲状腺门诊通过细针穿刺检查甲状腺结节患者的超声图像。细胞病理学结果为 Bethesda V 类(恶性可疑)或 VI 类(恶性)的甲状腺结节被定义为甲状腺癌。利用基于卷积神经网络(CNN)的多种深度学习算法--ResNet、DenseNet 和 EfficientNet,并利用连体神经网络对成对的横向和纵向超声图像进行多视角分析:在分析的943名患者的1048个甲状腺结节中,有306个(29%)被确定为甲状腺癌。在横向和纵向图像的分组分析中,纵向图像的预测能力更强。基于成对横向和纵向图像的多视角建模显著提高了模型性能;ResNet50的准确率为0.82(95%置信区间[CI],0.80至0.86),DenseNet201的准确率为0.83(95%置信区间,0.83至0.88),EfficientNetv2_ s的准确率为0.81(95%置信区间,0.79至0.84):结论:应用于超声图像的 CNN 算法在甲状腺结节分类中表现出了相当高的准确性,这表明它们有望成为诊断甲状腺癌的重要工具。然而,在真实的临床环境中,重要的是要意识到模型的性能可能会因不同医生和成像设备获取的图像质量而有所不同。
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引用次数: 0
Medical Treatment of Cushing's Syndrome. 库欣综合征的医学治疗
IF 3.9 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-01-13 DOI: 10.3803/EnM.2024.501
Laurence Guignat, Jérôme Bertherat

Endogenous Cushing's syndrome (CS) refers to the manifestations of chronic cortisol excess. This rare disease is associated with multiple comorbidities, impaired quality of life, and increased mortality. The management of CS remains challenging. Regardless of the underlying cause, surgical resection of the tumor is typically the first-line and preferred treatment. However, when surgery is not feasible or has been unsuccessful, medical therapies may be employed to control CS. The therapeutic strategy should be individualized based on the recommendations of a multidisciplinary team of experts and the patient's preferences, informed by detailed information on the available options. All medications require careful monitoring, along with adequate instructions for patients and caregivers. The aim of this mini-review is to provide an overview of the main medical therapies currently used to treat CS, including their efficacy, safety, and management. Despite the availability of new drugs in recent years, the need remains for more effective specific targeted pharmacological therapies.

内源性库欣综合征(Endogenous Cushing's syndrome, CS)是指慢性皮质醇过量的表现。这种罕见的疾病与多种合并症、生活质量受损和死亡率增加有关。CS的管理仍然具有挑战性。无论潜在的原因是什么,手术切除肿瘤通常是第一线和首选的治疗方法。然而,当手术不可行或不成功时,可以采用药物治疗来控制CS。治疗策略应根据多学科专家小组的建议和患者的偏好,根据现有选择的详细信息进行个性化。所有药物都需要仔细监测,并为患者和护理人员提供适当的指导。这篇小型综述的目的是概述目前用于治疗CS的主要医学疗法,包括其疗效、安全性和管理。尽管近年来出现了新的药物,但仍然需要更有效的特异性靶向药物治疗。
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引用次数: 0
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Endocrinology and Metabolism
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