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Inactivation of Thyroid Hormone Transporters Mct8/Oatp1c1 in Mouse Brain Endothelial Cells Causes Region-Specific Alterations in Central Thyroid Hormone Signaling. 小鼠脑内皮细胞中甲状腺激素转运体Mct8/Oatp1c1失活导致中央甲状腺激素信号的区域特异性改变
IF 5.8 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-07-01 Epub Date: 2025-07-07 DOI: 10.1089/thy.2025.0089
Androniki Alevyzaki, Boyka Markova, Meri De Angelis, Timo D Müller, Akila Chandrasekar, Helge Müller-Fielitz, Markus Schwaninger, Anita Boelen, Dagmar Führer, Steffen Mayerl, Heike Heuer

Background: Mice lacking the thyroid hormone (TH) transporters monocarboxylate transporter 8 (Mct8) and organic anion transporter 1c1 (Oatp1c1) exhibit a strongly perturbed brain maturation, thereby replicating symptoms of patients with MCT8 deficiency. Mct8/Oatp1c1 double knockout (DKO) mice show a strongly diminished TH brain content, indicating a compromised TH passage across blood-brain barrier (BBB) endothelial cells that may represent a major pathogenic event causing CNS abnormalities. Here, we tested this hypothesis by generating mice that lack Mct8 and Oatp1c1 in endothelial cells only. Methods: Adult conditional Mct8/Oatp1c1 mice expressing a constitutively active Tek-driven Cre recombinase (Endo del mice) and control littermates were characterized regarding their hypothalamus-pituitary-thyroid axis, brain morphology as well as peripheral and central TH signaling. For comparison, age-matched DKO mice were included. Immunofluorescence (IF) studies were conducted to examine neural maturation. Fluorescence in situ hybridization (FISH) experiments and qPCR analysis were performed to determine transcript levels of TH-regulated genes in different brain regions. TH tissue content in dissected brain areas was quantified by LC-MS/MS analysis. Results: Analysis of different brain parameters by IF staining revealed a compromised maturation of cortical GABAergic interneurons and hypomyelination in Endo del mice, although the observed alterations were less profound than in DKO mice. TH content determination, FISH, and qPCR studies disclosed significantly reduced TH concentrations and, consequently, decreased TH signaling in several brain areas. Surprisingly, hippocampal T3 content and transcript levels of TH-regulated genes were found to be only mildly altered in Endo del mice compared with DKO animals. Conclusions: Deficiency of Mct8 and Oatp1c1 in endothelial cells results in reduced murine brain TH content and TH action, thereby underscoring the major function of BBB endothelial Mct8/Oatp1c1 in facilitating TH uptake into the CNS. Yet, the degree of central TH deficiency and neural impairments in Endo del mice are not as profound as in DKO mice. Particularly, unaltered hippocampal T3 signaling suggests a sufficient T3 supply of this brain area, possibly via the cerebrospinal fluid (CSF). These findings infer that apart from the BBB, additional Mct8/Oatp1c1-facilitated TH transmembrane passages (for instance, TH transport across the blood-CSF barrier) are required for proper mouse brain development and function.

背景:缺乏甲状腺激素(TH)转运体单羧酸转运体8 (Mct8)和有机阴离子转运体1c1 (Oatp1c1)的小鼠表现出强烈的脑成熟紊乱,从而复制Mct8缺乏症患者的症状。Mct8/Oatp1c1双敲除(DKO)小鼠显示TH脑含量强烈降低,表明TH通过血脑屏障(BBB)内皮细胞的通道受损,这可能是导致中枢神经系统异常的主要致病事件。在这里,我们通过产生内皮细胞中缺乏Mct8和Oatp1c1的小鼠来验证这一假设。方法:表达组成性活性tek驱动的Cre重组酶的成年条件Mct8/Oatp1c1小鼠(Endo del小鼠)和对照窝鼠的下丘脑-垂体-甲状腺轴、脑形态以及外周和中枢TH信号的特征。为了进行比较,纳入了年龄匹配的DKO小鼠。免疫荧光(IF)研究检测神经成熟。采用荧光原位杂交(Fluorescence in situ hybridization, FISH)实验和qPCR分析测定th调控基因在脑不同区域的转录水平。采用LC-MS/MS法定量分析脑组织TH含量。结果:通过IF染色对不同脑参数的分析显示,Endo del小鼠皮层gaba能中间神经元的成熟和髓鞘化降低,尽管观察到的改变没有DKO小鼠那么严重。TH含量测定、FISH和qPCR研究显示,TH浓度显著降低,因此,在几个脑区域中,TH信号传导减少。令人惊讶的是,与DKO动物相比,Endo del小鼠的海马T3含量和th调节基因的转录水平仅轻度改变。结论:内皮细胞Mct8和Oatp1c1缺乏导致小鼠脑TH含量和TH作用降低,从而强调血脑屏障内皮Mct8/Oatp1c1在促进TH进入中枢神经系统中的主要功能。然而,Endo del小鼠中枢性TH缺乏和神经损伤的程度不如DKO小鼠那么严重。特别是,未改变的海马T3信号表明该脑区有足够的T3供应,可能通过脑脊液(CSF)。这些发现推断,除了血脑屏障外,Mct8/ oatp1c1促进的TH跨膜通道(例如,TH跨血- csf屏障的运输)对于小鼠大脑的正常发育和功能是必需的。
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引用次数: 0
Deep Learning Discovers New Morphological Features while Predicting Genetic Alterations from Histopathology of Papillary Thyroid Carcinoma. 深度学习发现新的形态特征,同时预测甲状腺乳头状癌组织病理学的遗传改变。
IF 5.8 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-07-01 Epub Date: 2025-07-03 DOI: 10.1089/thy.2024.0691
Ingrid Marion, Stefan Schulz, Christina Glasner, Jakob Nikolas Kather, Daniel Truhn, Markus Eckstein, Celine Mueller, Aurélie Fernandez, Simone Marquard, Marie Oliver Metzig, Wilfried Roth, Matthias Martin Gaida, Stephanie Strobl, Daniel-Christoph Wagner, Arno Schad, Moritz Jesinghaus, Nils Hartmann, Thomas Johannes Musholt, Julia I Staubitz-Vernazza, Sebastian Foersch

Background: Papillary thyroid carcinoma (PTC) is the most common malignant tumor of the endocrine system. BRAF mutations occur in 40-60%, panRAS mutations in 10-15%, and different gene fusion events such as RET fusions in 7-35% of these neoplasms. Artificial intelligence (AI) methods could be used to predict genetic changes from conventional histopathological slides. Methods: In this retrospective study, we used two independent cohorts of patients with PTC, totaling 662 cases for the establishment of our AI pipeline. The Cancer Genome Atlas cohort (496 cases) served as the developmental cohort, while the Mainz cohort (166 cases) served as an independent external test cohort. BRAF, panRAS, and fusion status was determined for all of these patients as target variables. Vision Transformer was trained on digitized annotated hematoxylin and eosin-stained slides for the presence of these alterations. Highest probability image tiles were used to identify new morphological criteria associated with the genetic changes. Results: The trained model resulted in an area under the receiver operating characteristic curve of 0.882 (confidence interval 0.829-0.931) for BRAF, 0.876 (0.822-0.927) for panRAS, and 0.858 (0.801-0.912) for gene fusions. Accuracy was 79.3% (72.7-85.8%) for BRAF, 89.3% (84.2-94.0%) for panRAS, and 84.7% (78.8-90.2%) for gene fusions. The performance on the validation set was almost identical to that on the test set. Analyzing the highest predictive tiles, novel morphological criteria for fusion-associated PTC could be discovered. Conclusions: Our study demonstrates that predicting genetic alterations in digitized histopathological slides using AI is feasible in patients with PTC. Our model showed high accuracy in predicting these changes, making it potentially suitable for pre-screening. Explainability approaches uncovered previously undescribed morphological patterns associated with certain genotypes. Providing pathologists with these AI-based features could improve their accuracy. Assuming further positive prospective validation, this discovery could contribute to a deeper understanding of PTC.

背景:甲状腺乳头状癌(PTC)是内分泌系统最常见的恶性肿瘤。BRAF突变发生率为40-60%,panRAS突变发生率为10-15%,不同的基因融合事件如RET融合发生率为7-35%。人工智能(AI)方法可用于预测传统组织病理切片的遗传变化。方法:在这项回顾性研究中,我们使用了两个独立的PTC患者队列,共计662例来建立我们的AI管道。Cancer Genome Atlas队列(496例)作为发育队列,Mainz队列(166例)作为独立的外部测试队列。所有这些患者的BRAF、panRAS和融合状态被确定为目标变量。Vision Transformer在数字化注释的苏木精和伊红染色玻片上进行训练,以确定这些改变的存在。最高概率图像瓦片用于识别与遗传变化相关的新形态标准。结果:BRAF、panRAS、基因融合的受试者工作特征曲线下面积分别为0.882(置信区间0.829-0.931)、0.876(置信区间0.822-0.927)和0.858(置信区间0.801-0.912)。BRAF的准确率为79.3% (72.7-85.8%),panRAS的准确率为89.3%(84.2-94.0%),基因融合的准确率为84.7%(78.8-90.2%)。验证集上的性能与测试集上的性能几乎相同。分析最高预测瓦片,可以发现融合相关PTC的新形态学标准。结论:我们的研究表明,在PTC患者中,使用AI预测数字化组织病理切片的遗传改变是可行的。我们的模型在预测这些变化方面显示出很高的准确性,这使得它可能适用于预筛选。可解释性方法揭示了先前未描述的与某些基因型相关的形态模式。为病理学家提供这些基于人工智能的特征可以提高他们的准确性。假设进一步积极的前瞻性验证,这一发现将有助于更深入地了解PTC。
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引用次数: 0
Correction to: "Effects of Levothyroxine Treatment on Fertility and Pregnancy Outcomes in Subclinical Hypothyroidism: A Systematic Review and Meta-Analysis of Randomized Controlled Trials'' by Sankoda et al. Thyroid 2024;34(4):519-530; doi: 10.1089/thy.2023.0546. 更正:"左甲状腺素治疗对亚临床甲状腺功能减退症患者生育和妊娠结局的影响:甲状腺 2024;34(4):519-530;doi:10.1089/thy.2023.0546。
IF 5.8 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-07-01 Epub Date: 2024-04-23 DOI: 10.1089/thy.2023.0546.correx
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引用次数: 0
Multi-Omics-Based Characterization of DNA Methylation Episignatures for Papillary Thyroid Cancer in a Chinese Population. 中国人群乳头状甲状腺癌DNA甲基化特征的多组学分析。
IF 5.8 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-07-01 Epub Date: 2025-05-30 DOI: 10.1089/thy.2024.0611
Xianhui Ruan, Feng Yang, Mengling Li, Qiman Dong, Weijing Hao, Wei Zhang, Xinwei Yun, Dapeng Li, Jingzhu Zhao, Xuan Qin, Zihan Rong, Taiyan Guo, Lei Wang, Yi Pan, Ming Gao, Minjie Zhang, Xiangqian Zheng

Background: Thyroid cancer is the most common endocrine malignancy, with papillary thyroid cancer (PTC) accounting for ∼80% of all cases. DNA methylation alterations and gene expression changes in cancer, offer valuable insights into tumor biology and serve as potential clinical biomarkers. However, the functional implications of DNA methylation changes in PTC patients, particularly based on multiomics analysis in the Chinese population, remain insufficiently explored. This study aims to investigate the epigenetic signatures of thyroid cancer and identify the DNA methylation biomarkers for diagnosing PTC in Chinese patients. Methods: Thyroid cancer tissues (n = 40) and benign thyroid nodule tissues (n = 31) were collected from Chinese patients for global DNA methylation analysis. Gene expression profiles and H3K27ac modifications were also investigated to understand the impacts of epigenetic changes on gene expression. Genome-wide methylation profiling and machine learning methods were employed to differentiate PTC from control samples. Results: Genome-wide DNA methylation maps revealed significant methylome changes in Chinese PTC tissues. By integrating our data with The Cancer Genome Atlas thyroid cancer methylation profiles, we identified unique hypomethylation patterns associated with thyroid hormone synthesis specifically in Chinese PTC patients. RNA sequencing and H3K27ac modification analysis, along with functional assays, showed that the dysregulated genes in PTC patients are critical for the proliferation, migration, and invasion of thyroid cancer. Conclusions: Our study provides a comprehensive view of the multi-omics-based, function-guided DNA methylation landscape for Chinese PTC patients. We identified seven functional differentially methylated regions with high sensitivity and specificity for diagnosing thyroid cancer in Chinese patients. Additionally, DHRS3 is highlighted as a key player in PTC pathogenesis and shows promise as a valuable biomarker for predicting patient outcomes. This research advances our understanding of DNA methylation in thyroid cancer and underscores the importance of developing population-specific diagnostic tools to improve patient outcomes. However, further validation in larger, independent cohorts is needed to confirm their diagnostic value.

背景:甲状腺癌是最常见的内分泌恶性肿瘤,其中乳头状甲状腺癌(PTC)占所有病例的80%。癌症中DNA甲基化改变和基因表达变化,为肿瘤生物学提供了有价值的见解,并可作为潜在的临床生物标志物。然而,PTC患者DNA甲基化变化的功能意义,特别是基于中国人群的多组学分析,仍然没有得到充分的探讨。本研究旨在探讨甲状腺癌的表观遗传特征,并确定诊断中国患者PTC的DNA甲基化生物标志物。方法:收集中国患者甲状腺癌组织(n = 40)和良性甲状腺结节组织(n = 31)进行全球DNA甲基化分析。我们还研究了基因表达谱和H3K27ac修饰,以了解表观遗传变化对基因表达的影响。采用全基因组甲基化分析和机器学习方法来区分PTC和对照样本。结果:全基因组DNA甲基化图谱显示中国PTC组织中存在显著的甲基化变化。通过将我们的数据与癌症基因组图谱甲状腺癌甲基化谱相结合,我们确定了与甲状腺激素合成相关的独特低甲基化模式,特别是在中国PTC患者中。RNA测序和H3K27ac修饰分析以及功能分析表明,PTC患者中的失调基因对甲状腺癌的增殖、迁移和侵袭至关重要。结论:我们的研究为中国PTC患者提供了基于多组学、功能引导的DNA甲基化景观的全面视图。我们确定了7个功能性差异甲基化区域,它们具有高灵敏度和特异性,可用于诊断中国患者的甲状腺癌。此外,DHRS3在PTC发病机制中发挥着关键作用,有望成为预测患者预后的有价值的生物标志物。这项研究促进了我们对甲状腺癌DNA甲基化的理解,并强调了开发针对特定人群的诊断工具以改善患者预后的重要性。然而,需要在更大的独立队列中进一步验证以确认其诊断价值。
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引用次数: 0
Adjuvant Pembrolizumab after Upfront Multimodal Therapy for Stage IVB Anaplastic Thyroid Cancer. 前期多模式治疗后辅助派姆单抗治疗IVB期间变性甲状腺癌
IF 6.7 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-07-01 Epub Date: 2025-07-03 DOI: 10.1089/thy.2025.0194
Maria E Cabanillas, Naifa L Busaidy, G Brandon Gunn, Priyanka C Iyer, Renata Ferrarotto, Maria Gule-Monroe, Anastasios Maniakas, Michelle D Williams, Suyu Liu, Bryan Fellman, Michael Spiotto, Sarah Hamidi, Neal Akhave, Anna Lee, Jennifer R Wang, Luana de Sousa, Vicente R Marczyk, Mark Zafereo, Ramona Dadu

Background: Anaplastic thyroid cancer (ATC) has historically been almost uniformly fatal. In patients with the loco-regional disease (stage IVB), multimodal therapy (upfront surgery when feasible, radiation +/- concurrent chemotherapy) followed by observation is the current standard of care. Methods: Stage IVB ATC patients treated with multimodal therapy, followed by adjuvant pembrolizumab were studied. Data were combined from a prospective, phase 2 trial that closed early due to poor accrual, and a retrospective cohort of consecutive patients who received adjuvant pembrolizumab, mirroring the trial eligibility criteria. Patients received adjuvant pembrolizumab starting within 6 weeks after completion of radiation. An age and treatment-matched control arm treated with multimodal therapy without adjuvant pembrolizumab was selected for comparison. The primary objectives included median progression-free survival (PFS) and recurrence rate, and the secondary objective was median overall survival (OS). Results: Sixteen patients were included in each arm. The median age in both groups was 59 years. The median PDL1 score in the adjuvant pembrolizumab arm was 50% (range, 0-95%). The majority (88%) had upfront surgery in both groups. The median follow-up time was 24.3 months in the adjuvant arm and 56.7 months in the control arm. The median PFS in the adjuvant and control arm was not reached, and 5.4 months [CI: 2.04-16.20], respectively (p = 0.006; HR 0.24 [CI: 0.08, 0.73]). The median OS was not reached in the adjuvant pembrolizumab group. In the control group, the median OS was 31 months [CI: 13.9, NA] (p = 0.009; HR 0.11 [CI: 0.01, 0.83]). The 12-and 24-month survival rates were 80% [CI: 0.51-0.93] and 52% [CI: 0.25-0.74], respectively, in the control arm, whereas all patients in the adjuvant arm were still alive at 1- and 2-years. Conclusion: Adjuvant pembrolizumab appears to be a safe and effective strategy to prevent recurrences and prolong survival in stage IVB ATC patients following multimodal therapy. Confirmatory studies are needed.

背景:间变性甲状腺癌(ATC)历来几乎都是致命的。对于局部-区域疾病(IVB期)患者,多模式治疗(可行的前期手术,放疗+/-同期化疗)随后观察是目前的标准治疗。方法:对IVB期ATC患者进行多模式治疗,再辅以派姆单抗治疗。数据来自一项前瞻性2期试验,该试验因累积不良而提前结束,以及一项连续接受pembrolizumab辅助治疗的患者的回顾性队列,符合试验资格标准。患者在放疗完成后6周内开始接受辅助派姆单抗治疗。选择年龄和治疗匹配的对照组,接受无辅助派姆单抗的多模式治疗进行比较。主要目标包括中位无进展生存期(PFS)和复发率,次要目标是中位总生存期(OS)。结果:每组16例患者。两组患者的中位年龄均为59岁。pembrolizumab辅助组的中位PDL1评分为50%(范围0-95%)。两组患者中的大多数(88%)都进行了前期手术。辅助组的中位随访时间为24.3个月,对照组为56.7个月。辅助组和对照组的中位PFS未达到,分别为5.4个月[CI: 2.04-16.20] (p = 0.006;Hr 0.24 [ci: 0.08, 0.73])。辅助派姆单抗组的中位总生存期未达到。对照组中位OS为31个月[CI: 13.9, NA] (p = 0.009;Hr 0.11 [ci: 0.01, 0.83])。对照组的12个月和24个月生存率分别为80% [CI: 0.51-0.93]和52% [CI: 0.25-0.74],而辅助组的所有患者在1年和2年时仍存活。结论:辅助派姆单抗似乎是一种安全有效的策略,可以预防IVB期ATC患者在多模式治疗后复发并延长生存期。需要进行确证性研究。
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引用次数: 0
Preview of the 94th Annual American Thyroid Association Meeting. 第94届美国甲状腺协会年会预览。
IF 5.8 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-07-01 Epub Date: 2025-07-07 DOI: 10.1089/thy.2025.0360
Elizabeth E Cottrill, Kristien Boelaert
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引用次数: 0
Efficacy and Safety of Thermal Ablation for Indeterminate Thyroid Nodules: A Systematic Review of the Literature and Meta-Analysis. 热消融治疗不确定甲状腺结节的疗效和安全性:文献综述和荟萃分析。
IF 5.8 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-07-01 Epub Date: 2025-06-12 DOI: 10.1089/thy.2024.0679
Hunjong Lim, Se Jin Cho, Younbeom Jeong, So Yeong Jeong, Jung Hwan Baek

Background: The management of indeterminate thyroid nodules (ITNs), classified as Bethesda III and IV, is challenging due to biopsy limitations in distinguishing benign from malignant nodules. While diagnostic lobectomy is the standard, thermal ablation (TA) is increasingly considered for patients ineligible or unwilling to undergo surgery. This systematic review and meta-analysis therefore evaluate the efficacy and safety of TA for ITNs. Methods: A comprehensive search of MEDLINE, EMBASE, and COCHRANE databases was conducted through May 11, 2025, for studies on ITNs treated with TA, with ≥12 months of follow-up and reported clinical or safety outcomes. Case reports, abstracts, and reviews were excluded. Two radiologists independently performed data extraction and quality assessment. Outcomes included volume reduction rate (VRR), regrowth, delayed surgeries, malignancy detection, and complications. The Risk of Bias for Nonrandomized Studies (RoBANS) tool was used for quality assessment. A random-effects model synthesized pooled estimates, with heterogeneity quantified by Higgins' I2. Results: A total of 15 studies with 1149 nodules were analyzed, showing progressive VRR increase, plateauing at 48 months. The pooled 12-month VRR was 81.0% (confidence interval: 76.0-85.9%). Hydrodissection significantly improved VRR at 6 months (p = 0.03), while larger nodules were more prone to regrowth. Major complications occurred in 1.8% (21/1149), with no reported metastasis. Regrowth and delayed surgery occurred in 2.3% (26/1149) and 0.3% (4/1149), respectively, with three malignancies upon delayed surgery. Conclusions: TA may be considered a minimally invasive alternative for ITNs who are not candidates for or decline surgery, demonstrating favorable efficacy and safety. However, study limitations, short follow-up, and residual malignancy risk necessitate careful follow-up, particularly for larger nodules. Advanced TA techniques such as hydrodissection may enhance outcomes by increasing the likelihood of complete ablation. Long-term prospective studies and randomized trials are needed to confirm TA's role in clinical practice.

背景:不确定甲状腺结节(ITNs)被分类为Bethesda III和IV,由于活检在区分良性和恶性结节方面的局限性,其治疗具有挑战性。虽然诊断性肺叶切除术是标准,但热消融(TA)越来越多地被考虑用于不符合条件或不愿接受手术的患者。因此,本系统综述和荟萃分析评估了TA治疗ITNs的有效性和安全性。方法:到2025年5月11日,对MEDLINE、EMBASE和COCHRANE数据库进行全面检索,纳入接受TA治疗的ITNs研究,随访≥12个月,并报告临床或安全性结果。排除病例报告、摘要和综述。两名放射科医生独立进行数据提取和质量评估。结果包括体积缩小率(VRR)、再生、延迟手术、恶性检测和并发症。采用非随机研究的偏倚风险(RoBANS)工具进行质量评价。随机效应模型综合了综合估计,并通过Higgins的I2对异质性进行了量化。结果:共分析了15项研究,共1149例结节,VRR呈进行性增加,在48个月时达到稳定期。合计12个月VRR为81.0%(置信区间:76.0-85.9%)。水解剖可显著提高6个月时的VRR (p = 0.03),而较大的结节更容易再生。主要并发症发生率为1.8%(21/1149),无转移报道。再生和延迟手术发生率分别为2.3%(26/1149)和0.3%(4/1149),延迟手术后有3个恶性肿瘤。结论:TA可以被认为是不适合或拒绝手术的ITNs的微创选择,具有良好的疗效和安全性。然而,由于研究的局限性、随访时间短和残留的恶性肿瘤风险,需要仔细的随访,特别是对于较大的结节。先进的TA技术如氢化解剖可以通过增加完全消融的可能性来提高结果。需要长期的前瞻性研究和随机试验来证实TA在临床实践中的作用。
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引用次数: 0
A Deep Learning-Based Artificial Intelligence Model Assisting Thyroid Nodule Diagnosis and Management: Pilot Results for Evaluating Thyroid Malignancy in Pediatric Cohorts. 基于深度学习的人工智能模型辅助甲状腺结节诊断和管理:评估儿童甲状腺恶性肿瘤的试点结果。
IF 5.8 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-06-01 Epub Date: 2025-06-02 DOI: 10.1089/thy.2024.0627
Eun Ju Ha, Jeong Hoon Lee, Natalie Mak, Allison K Duh, Elizabeth Tong, Kristen W Yeom, Kara D Meister

Purpose: Artificial intelligence (AI) models have shown promise in predicting malignant thyroid nodules in adults; however, research on deep learning (DL) for pediatric cases is limited. We evaluated the applicability of a DL-based model for assessing thyroid nodules in children. Methods: We retrospectively identified two pediatric cohorts (n = 128; mean age 15.5 ± 2.4 years; 103 girls) who had thyroid nodule ultrasonography (US) with histological confirmation at two institutions. The AI-Thyroid DL model, originally trained on adult data, was tested on pediatric nodules in three scenarios axial US images, longitudinal US images, and both. We conducted a subgroup analysis based on the two pediatric cohorts and age groups (≥14 years vs. < 14 years) and compared the model's performance with radiologist interpretations using the Thyroid Imaging Reporting and Data System (TIRADS). Results: Out of 156 nodules analyzed, 47 (30.1%) were malignant. AI-Thyroid demonstrated respective area under the receiver operating characteristic (AUROC), sensitivity, and specificity values of 0.913-0.929, 78.7-89.4%, and 79.8-91.7%, respectively. The AUROC values did not significantly differ across the image planes (all p > 0.05) and between the two pediatric cohorts (p = 0.804). No significant differences were observed between age groups in terms of sensitivity and specificity (all p > 0.05) while the AUROC values were higher for patients aged <14 years compared to those aged ≥14 years (all p < 0.01). AI-Thyroid yielded the highest AUROC values, followed by ACR-TIRADS and K-TIRADS (p = 0.016 and p < 0.001, respectively). Conclusion: AI-Thyroid demonstrated high performance in diagnosing pediatric thyroid cancer. Future research should focus on optimizing AI-Thyroid for pediatric use and exploring its role alongside tissue sampling in clinical practice.

目的:人工智能(AI)模型在预测成人恶性甲状腺结节方面显示出前景;然而,深度学习(DL)在儿科病例中的研究是有限的。我们评估了基于dl模型评估儿童甲状腺结节的适用性。方法:我们回顾性地确定了两个儿科队列(n = 128;平均年龄15.5±2.4岁;103名女孩)在两家机构接受甲状腺结节超声检查(美国)并得到组织学证实。AI-Thyroid DL模型最初是在成人数据上训练的,在三种情况下对儿童结节进行了测试,分别是轴向超声图像、纵向超声图像和两者。我们基于两个儿科队列和年龄组(≥14岁vs < 14岁)进行了亚组分析,并将该模型的性能与放射科医生使用甲状腺成像报告和数据系统(TIRADS)的解释进行了比较。结果:156例结节中,恶性47例(30.1%)。AI-Thyroid在受试者工作特征(AUROC)下的面积、灵敏度和特异性分别为0.913 ~ 0.929、78.7 ~ 89.4%和79.8 ~ 91.7%。AUROC值在图像平面上(p均为0.05)和两个儿科队列之间(p = 0.804)无显著差异。两组间敏感性和特异性差异无统计学意义(p < 0.05),而AUROC值在年龄组中较高(p < 0.01)。AI-Thyroid的AUROC值最高,其次是ACR-TIRADS和K-TIRADS (p分别= 0.016和p < 0.001)。结论:人工智能甲状腺诊断小儿甲状腺癌具有较高的诊断价值。未来的研究应侧重于优化儿童使用的人工智能甲状腺,并探索其在临床实践中的作用。
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引用次数: 0
Comparison of Progression-Free Survival in Familial Non-Medullary Thyroid Cancer and Sporadic Differentiated Thyroid Cancer Patients. 家族性非髓样甲状腺癌与散发性分化型甲状腺癌患者无进展生存期比较。
IF 5.8 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-06-01 Epub Date: 2025-05-20 DOI: 10.1089/thy.2024.0588
Elias Chuki, Noha Behairy, Sungyoung Auh, Andrew Makarewicz, Chandra Nayan Uttarkar Vikram, Sonam Kumari, Padmasree Veeraraghavan, Craig Cochran, Sriram Gubbi, Joanna Klubo-Gwiezdzinska

Background: Familial non-medullary thyroid carcinoma (FNMTC) accounts for approximately 9% of differentiated thyroid cancer (DTC). There is conflicting data on the FNMTC aggressiveness compared with sporadic DTC (sDTC), leading to usually more extensive therapy applied for FNMTC, given its autosomal dominant genetic background. This study aimed to compare the progression-free survival (PFS) in patients with FNMTC and sDTC treated with standard therapy. Methods: This longitudinal retrospective cohort study included patients with FNMTC, defined as at least two first-degree relatives affected by DTC. FNMTC patients were matched with sDTC in a 1:3 ratio based on age, sex, American Thyroid Association recurrence risk stratification (ATA-R), extent of initial surgery, and diagnosis date. The primary outcome was PFS. Kaplan-Meier curves were used to compare PFS between the groups, and the Cox proportional hazards model was used to assess confounders. Results: From 95 affected FNMTC patients, 30 were excluded due to lack of follow-up data. The study population consisted of 65 FNMTC and 170 sDTC patients, with a median follow-up of 4.73 (2.87-10.27) years for FNMTC and 5.83 (2.33-10.79) years for sDTC (p = 0.76). There was 100% matching for ATA-R, sex, surgery type, and year of surgery and a satisfactory matching for age (43.12 ± 15.11 vs. 42.76 ± 12.46 years, p = 0.85). FNMTC exhibited a smaller tumor size (1.20 ± 0.96 vs. 1.89 ± 1.51 cm, p < 0.01) and fewer positive lymph nodes (range 0-13 vs. 0-38, p = 0.009) at presentation. The rate of repeated neck surgeries for persistent/recurrent disease was comparable between the groups: 13.8% (9/65) for FNMTC vs. 17.7% (30/170) for sDTC (p = 0.48). There was no difference in radioactive iodine (RAI) therapy dosage between the groups (104 [100-149] vs. 106 [76-160] mCi, p = 0.82). During follow-up, 15.4% of FNMTC and 18.2% of sDTC patients experienced disease progression (p = 0.61). PFS was non-different between groups (p = 0.56) and was associated with ATA-R (high vs. low hazard ratio [HR]: 9.2, confidence interval [CI]: 2.67-31.85, p < 0.001) and sex (male vs. female, HR: 2.5, CI: 1.11-5.6, p = 0.026). Conclusions: No difference in PFS between FNMTC and sDTC patients suggests comparable responsiveness to standard therapy. Therefore, the management of FNMTC should align with the standard of care for DTC to avoid overtreatment of FNMTC.

背景:家族性非髓样甲状腺癌(FNMTC)约占分化型甲状腺癌(DTC)的9%。与散发性DTC (sDTC)相比,FNMTC的侵袭性数据存在矛盾,鉴于其常染色体显性遗传背景,FNMTC通常应用更广泛的治疗。本研究旨在比较FNMTC和sDTC患者在标准治疗下的无进展生存期(PFS)。方法:本纵向回顾性队列研究纳入FNMTC患者,定义为至少两个一级亲属受DTC影响。FNMTC患者根据年龄、性别、美国甲状腺协会复发风险分层(ATA-R)、初次手术程度和诊断日期按1:3的比例与sDTC配对。主要终点为PFS。Kaplan-Meier曲线用于比较各组间PFS, Cox比例风险模型用于评估混杂因素。结果:95例受影响的FNMTC患者中,有30例因缺乏随访资料而被排除。研究人群包括65例FNMTC和170例sDTC患者,FNMTC的中位随访时间为4.73(2.87-10.27)年,sDTC的中位随访时间为5.83(2.33-10.79)年(p = 0.76)。ATA-R、性别、手术类型、手术年份匹配100%,年龄匹配满意(43.12±15.11∶42.76±12.46岁,p = 0.85)。FNMTC表现为肿瘤体积较小(1.20±0.96 vs 1.89±1.51 cm, p < 0.01),阳性淋巴结较少(0-13 vs 0-38, p = 0.009)。两组间因持续性/复发性疾病而重复颈部手术的比率相当:FNMTC组为13.8% (9/65),sDTC组为17.7% (30/170)(p = 0.48)。两组间放射性碘(RAI)治疗剂量无差异(104[100-149]对106 [76-160]mCi, p = 0.82)。随访期间,15.4%的FNMTC和18.2%的sDTC患者出现疾病进展(p = 0.61)。PFS组间无差异(p = 0.56),与ATA-R(高/低风险比[HR]: 9.2,可信区间[CI]: 2.67-31.85, p < 0.001)和性别(男性对女性,HR: 2.5, CI: 1.11-5.6, p = 0.026)相关。结论:FNMTC和sDTC患者的PFS无差异,表明对标准治疗的反应性相当。因此,FNMTC的管理应与DTC的护理标准保持一致,以避免FNMTC的过度治疗。
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引用次数: 0
Regional Differences in the Management of Thyroid Eye Disease: Results from an International Clinical Practice Survey of Endocrinologists. 甲状腺眼病管理的地区差异:来自国际内分泌学家临床实践调查的结果。
IF 5.8 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-06-01 Epub Date: 2025-05-28 DOI: 10.1089/thy.2024.0759
Danilo Villagelin, David S Cooper, Henry B Burch

Background: Over the past several decades, there have been indications of potential shifts in the diagnostic strategies and treatment of patients with Graves' disease (GD) and thyroid eye disease (TED). The objective of this study was to evaluate current practices in managing GD when complicated by moderate-to-severe TED worldwide. Methods: We recently reported results from a global online survey of endocrinologists comparing the management of GD in different scenarios. The current analysis focuses on regional differences in the diagnosis and treatment of GD when complicated by TED. Results: A total of 1252 respondents from 85 countries completed the survey. Regarding the initial diagnostic and treatment measures, there were no differences among the various geographical regions. Regarding the treatment of moderate-to-severe TED, the use of sodium selenite was higher in Europe (66.5%) and Oceania (60%) compared to other regions (p < 0.001). North American respondents were more likely to recommend teprotumumab and less likely to use glucocorticoids (p < 0.001). When comparing the treatment options for GD in patients with TED, although prolonged use of antithyroid drugs (ATD) remained the first choice in all regions, respondents from Europe, North America, and Oceania were more likely to recommend thyroidectomy than those from other regions (p < 0.001). Ophthalmologists, rather than endocrinologists, would more often be responsible for prescribing advanced medical therapy for TED in North America, Oceania, and Africa, while endocrinologists would have primary responsibility in other regions of the globe. Conclusions: Although there are regional differences, respondents generally employ the recommended diagnostic tools, treatments, and a multidisciplinary approach suggested by current clinical practice guidelines. However, there were examples of deviations from current guidance from professional societies.

背景:在过去的几十年里,有迹象表明格雷夫斯病(GD)和甲状腺眼病(TED)患者的诊断策略和治疗可能发生变化。本研究的目的是评估目前世界范围内处理GD合并中度至重度TED的做法。方法:我们最近报告了一项全球内分泌学家在线调查的结果,比较了不同情况下GD的管理。目前的分析侧重于GD合并TED的诊断和治疗的地区差异。结果:共有来自85个国家的1252名受访者完成了调查。在初始诊断和治疗措施方面,不同地理区域之间没有差异。对于中重度TED的治疗,亚硒酸钠在欧洲(66.5%)和大洋洲(60%)的使用率高于其他地区(p < 0.001)。北美受访者更倾向于推荐teprotumumab,而不太可能使用糖皮质激素(p < 0.001)。在比较TED患者GD的治疗选择时,尽管长期使用抗甲状腺药物(ATD)仍然是所有地区的首选,但来自欧洲、北美和大洋洲的受访者比来自其他地区的受访者更倾向于推荐甲状腺切除术(p < 0.001)。在北美、大洋洲和非洲,眼科医生,而不是内分泌学家,将更多地负责为TED开出先进的药物治疗处方,而在全球其他地区,内分泌学家将主要负责。结论:尽管存在地区差异,但受访者普遍采用当前临床实践指南建议的推荐诊断工具、治疗方法和多学科方法。然而,也有偏离专业协会现行指导方针的例子。
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