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Estimating the annual cost burden of diabetic peripheral neuropathy in the United States. 估计美国糖尿病周围神经病变的年度费用负担。
IF 2.9 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-10-01 Epub Date: 2025-06-14 DOI: 10.1007/s12020-025-04318-4
Eric P Borrelli

Purpose: Diabetic peripheral neuropathy (DPN) is one of the leading complications of diabetes. Given the significant growth in prevalence of diabetes and therefore DPN in the United States in recent years, a quantitative analysis is needed to estimate the annual cost burden of DPN.

Methods: A cost-of-illness burden model was created to estimate the cost burden on DPN in the United States. A review of the literature was undertaken to identify the most appropriate epidemiologic and economic inputs. One-way sensitivity analyses were conducted for every model input parameter to show the potential variability in the estimated cost-burden.

Results: There is an estimated prevalence of approximately 13,209,600 patients with DPN in the U.S., with an estimated annual cost burden from DPN of $45,930,580,972. Of the estimated cost burden, $30,859,424,749 was from DPN specific care ($2,389,038,060 for outpatient office visits, $26,830,282,752 for inpatient hospitalizations, and $1,640,103,936 from prescription medications) and $15,071,156,223 from treating incident DPN complications ($12,875,200,000 for diabetic foot ulcers and $2,195,956,223 for diabetic lower limb amputations).

Conclusions: DPN is a very costly condition, and the burden is expected to continue to grow in the coming years.

目的:糖尿病周围神经病变(DPN)是糖尿病的主要并发症之一。鉴于近年来美国糖尿病和DPN患病率的显著增长,需要进行定量分析来估计DPN的年度成本负担。方法:建立疾病成本负担模型来估计美国DPN的成本负担。对文献进行了审查,以确定最适当的流行病学和经济投入。对每个模型输入参数进行单向敏感性分析,以显示估计成本负担的潜在变异性。结果:据估计,美国大约有13,209,600名DPN患者,DPN每年的费用负担估计为45,930,580,972美元。在估计的费用负担中,30,859,424,749美元来自DPN特定护理(门诊就诊2,389,038,060美元,住院26,830,282,752美元,处方药1,640,103,936美元)和15,071,156,223美元来自治疗DPN并发症(12,875,200,000美元用于糖尿病足溃疡和2,195,956,223美元用于糖尿病下肢截肢)。结论:DPN是一种非常昂贵的疾病,预计未来几年的负担将继续增加。
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引用次数: 0
Levothyroxine absorption test in patients with refractory hypothyroidism: how to interpret patient's response to the test? 难治性甲状腺功能减退患者的左甲状腺素吸收试验:如何解释患者对该试验的反应?
IF 2.9 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-10-01 Epub Date: 2025-06-14 DOI: 10.1007/s12020-025-04312-w
Ibtissem Oueslati, Ameni Terzi, Meriem Yazidi, Elyes Kamoun, Moncef Feki, Melika Chihaoui

Introduction: Levothyroxine (LT4) absorption test is indicated in patients with refractory hypothyroidism to distinguish between pseudo-malabsorption and malabsorption. However, this test is not standardized and its interpretation remains controversial. The aim of the present study was to evaluate the different interpretations of the LT4 absorption test to confirm or infirm a disorder of LT4 absorption in patients with refractory hypothyroidism.

Methods: This was a retrospective study including patients who were admitted for refractory hypothyroidism. LT4 absorption test was performed in all patients. Four different equations were used to interpret the test: The LT4 absorption rate, FT4 increment, FT4 increase rate, and FT4 ratio. Celiac disease serology and digestive endoscopy with biopsy were performed in all patients.

Results: Seven patients were enrolled in this study. Their median age was 38 years. The median duration of hypothyroidism was 2.6 years. The median dose of LT4 was 4 µg/kg/day. Before the LT4 absorption test, the median TSH and FT4 levels were 72.59 mIU/L and 0.52 ng/dL, respectively. Using LT4 absorption rate and FT4 ratio formulas, the test was consistent with the diagnosis of malabsorption in all patients. However, when using FT4 increase rate, four patients (P1, P2, P4, and P5) had malabsorption and three patients (P3, P6, and P7) had pseudo-malabsorption. According to the FT4 increment, six patients (P1, P2, P4, P5, P6, and P7) had malabsorption and one patient (P3) had pseudo-malabsorption. Etiological investigations revealed the presence of Helicobacter pylori gastritis in four patients (P1, P2, P4, and P5). Patients 3, 6, and 7 admitted non-compliance with LT4 treatment when confronted with evidence about pseudo-malabsorption.

Conclusion: The FT4 increase rate seemed more effective than LT4 absorption rate, FT4 ratio, and FT4 increment in differentiating pseudo-malabsorption from malabsorption. However, further multicenter studies involving larger sample sizes would be useful to confirm these findings.

简介:左旋甲状腺素(LT4)吸收试验适用于难治性甲状腺功能减退患者,以区分假吸收不良和吸收不良。然而,这项测试没有标准化,其解释仍然存在争议。本研究的目的是评估LT4吸收试验的不同解释,以确认或削弱难治性甲状腺功能减退患者LT4吸收障碍。方法:这是一项回顾性研究,包括顽固性甲状腺功能减退患者。所有患者均行LT4吸收试验。采用4个不同的方程来解释试验:LT4吸收率、FT4增量、FT4增幅和FT4比率。所有患者均进行了乳糜泻血清学检查和消化内镜活检。结果:7例患者入组。他们的平均年龄为38岁。甲状腺功能减退的中位病程为2.6年。LT4的中位剂量为4µg/kg/天。在LT4吸收试验前,TSH和FT4水平中位数分别为72.59 mIU/L和0.52 ng/dL。使用LT4吸收率和FT4比值公式,试验结果与所有患者的吸收不良诊断一致。然而,当使用FT4增加率时,4例患者(P1、P2、P4、P5)出现吸收不良,3例患者(P3、P6、P7)出现假吸收不良。根据FT4增量,6例患者(P1、P2、P4、P5、P6、P7)存在吸收不良,1例患者(P3)存在假性吸收不良。病因学调查显示4例患者(P1、P2、P4和P5)存在幽门螺杆菌胃炎。当面对假性吸收不良的证据时,患者3、6和7承认不遵守LT4治疗。结论:FT4增高率比LT4吸收率、FT4比值、FT4增高率更能有效鉴别假性吸收不良与吸收不良。然而,进一步的多中心研究涉及更大的样本量将有助于证实这些发现。
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引用次数: 0
Safety and cost-effectiveness of immediate right hemicolectomy versus active surveillance for well-differentiated appendiceal neuroendocrine tumors 1-2 cm in size: a Markov decision analysis. 对1-2厘米大小的分化良好的阑尾神经内分泌肿瘤,立即右半结肠切除术与主动监测的安全性和成本效益:马尔科夫决策分析
IF 2.9 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-10-01 Epub Date: 2025-07-10 DOI: 10.1007/s12020-025-04347-z
Claudio Ricci, Stefano Partelli, Davide Campana, Maria Rinzivillo, Laura Alberici, Elisa Andrini, Sofia Menin, Vincenzo D'Ambra, Anna Battistella, Valentina Andreasi, Riccardo Casadei, Massimo Falconi, Francesco Panzuto

Purpose: Therapeutic management of appendiceal neuroendocrine neoplasms (a-NENs) 10-20 mm in size represents a challenge for both surgeons and oncologists. We compared active surveillance after appendectomy versus immediate right hemicolectomy (RHC).

Methods: A Markov decision model was developed based on literature parameters. The endpoints were the life expectancy, the quality-adjusted life expectancy (QALY), and the cost-effective ratio expressed by the incremental cost-effective ratio (ICER). A deterministic sample analysis (DSA) with one-way sensitivity analysis was performed for the base case scenario. A probabilistic sensitivity analysis (PSA) was performed to solve the uncertainty of the model. Montecarlo simulation with 100,000 replications for each arm was used. Data are reported in US$. The acceptability of the strategy was set 3 times ($130,049) the Euro area's gross domestic product per capita ($43,394).

Results: The 10-year survival rates for active surveillance and immediate RHC were 98.2 and 98.9%, respectively. The DSA showed the superiority of active surveillance versus immediate RHC (10 versus 9.0 QALY). Active surveillance costs more than immediate RHC ($35,761 vs. $39,486). The resulting ICER was $4302 per QALY. The model was more sensitive to the length of follow-up (99.9% variability): the longer the surveillance, the higher the ICER (spread $302,703). PSA analysis confirmed active surveillance as the most cost-effective choice, costing an ICER + $4059 per QALY.

Conclusion: Active surveillance is safe and cost-effective in patients with appendiceal NENs of 10-20 mm in size, both clinically and economically.

目的:阑尾神经内分泌肿瘤(a- nens) 10- 20mm的治疗管理对外科医生和肿瘤学家来说都是一个挑战。我们比较了阑尾切除术和立即右半结肠切除术(RHC)后的主动监测。方法:基于文献参数建立马尔可夫决策模型。终点为预期寿命、质量调整预期寿命(QALY)和以增量成本效益比(ICER)表示的成本效益比。对基本情况进行确定性样本分析(DSA)和单向敏感性分析。采用概率敏感性分析(PSA)来解决模型的不确定性。采用蒙特卡罗模拟,每组10万次重复。数据以美元为单位。该战略的可接受性是欧元区人均国内生产总值(43,394美元)的3倍(130,049美元)。结果:主动监测和即时RHC的10年生存率分别为98.2%和98.9%。DSA显示主动监测优于即时RHC (QALY为10比9.0)。主动监测费用高于即时RHC(35,761美元对39,486美元)。最终的ICER为每个QALY 4302美元。该模型对随访时间更敏感(99.9%的可变性):监测时间越长,ICER越高(差值为302,703美元)。PSA分析证实主动监测是最具成本效益的选择,每QALY成本为ICER + 4059美元。结论:对10 ~ 20mm大小的阑尾NENs进行主动监测在临床和经济上都是安全、经济的。
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引用次数: 0
Alterations of the pancreas in type 1 diabetes - from prior to diagnosis to long-standing disease. 1型糖尿病胰腺的改变——从诊断前到长期疾病。
IF 2.9 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-10-01 Epub Date: 2025-07-12 DOI: 10.1007/s12020-025-04338-0
Nathalia Guarienti Missima, Henrik Hill, Casian-Simon Aioanei, Per Liss, Daniel Espes

Purpose: In type 1 diabetes (T1D), the loss of insulin-producing beta-cells is the hallmark pathophysiological alteration. However, volumetric and functional abnormalities of the exocrine pancreas are also observed. These changes may result from the loss of insulin's anabolic effects or reflect an underexplored aspect of T1D. Imaging techniques have enabled a better characterization of pancreatic morphology throughout T1D progression. This study examines exocrine pancreatic alterations at various stages of T1D using CT scans, including assessments conducted prior to diagnosis.

Methods: The study utilized retrospective abdominal CT scans and clinical data collected from Uppsala University Hospital, including 150 T1D subjects, with 15 examined before diagnosis, and 61 age- and gender-matched non-diabetic controls. Volume segmentation and 3D reconstruction assessed the exocrine pancreas, and pancreas volume index (PVI) calculations were standardized using body weight, BMI, and body surface area (BSA). Descriptive and laboratory data were obtained from electronic medical records.

Results: Pancreas volume was significantly reduced in T1D patients. The reduction was more pronounced in patients diagnosed before the age of 20. No significant volume difference was noted in patients before their T1D diagnosis compared to controls, however, a reduction was observed post-diagnosis. Pancreas volume correlated negatively with disease duration and HbA1c levels and correlated positively with body surface area and plasma amylase levels.

Conclusion: Pancreas volume reduction is a consistent feature in T1D, correlating with both disease duration and markers of metabolic control. These findings support the potential of using imaging techniques as a non-invasive method for monitoring T1D progression.

目的:在1型糖尿病(T1D)中,产生胰岛素的β细胞的损失是典型的病理生理改变。然而,外分泌胰腺的体积和功能异常也被观察到。这些变化可能是由于胰岛素合成代谢作用的丧失或反映了T1D的一个未被探索的方面。成像技术能够更好地表征T1D进展过程中的胰腺形态。本研究使用CT扫描检查T1D不同阶段的外分泌胰腺改变,包括诊断前进行的评估。方法:研究利用乌普萨拉大学医院收集的回顾性腹部CT扫描和临床数据,包括150名T1D受试者,其中15名在诊断前检查,61名年龄和性别匹配的非糖尿病对照组。体积分割和3D重建评估外分泌胰腺,胰腺体积指数(PVI)的计算采用体重、BMI和体表面积(BSA)进行标准化。描述性和实验室数据来自电子病历。结果:T1D患者胰腺体积明显减小。在20岁之前确诊的患者中,这种下降更为明显。与对照组相比,T1D诊断前患者的体积没有显著差异,但诊断后观察到体积减少。胰腺体积与病程、HbA1c水平呈负相关,与体表面积、血浆淀粉酶水平呈正相关。结论:胰腺体积缩小是T1D的一致特征,与病程和代谢控制指标相关。这些发现支持了使用成像技术作为监测T1D进展的非侵入性方法的潜力。
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引用次数: 0
Association between different response patterns during oral glucose tolerance test and postpartum glucose intolerance in women with gestational diabetes. 妊娠期糖尿病妇女口服葡萄糖耐量试验不同反应模式与产后葡萄糖耐受不良的关系
IF 2.9 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-10-01 Epub Date: 2025-07-02 DOI: 10.1007/s12020-025-04327-3
Jianing Bi, Li Zhang, Jing Peng, Yunshu Yang, Jing Jin, Qing Liu, Gaojie Fan, Qing Fang, Youjie Wang, Lulu Song, Guocheng Liu

Purpose: Our study aimed to assess the associations of the response patterns during gestational oral glucose tolerance test (OGTT) with postpartum glucose intolerance (PGI) in women with gestational diabetes mellitus (GDM).

Methods: This cohort study included 5348 GDM women who underwent the OGTT both 24-28 weeks during pregnancy and 4-12 weeks postpartum from January 2017 to June 2022. Gestational OGTT response patterns included individual time-point glucose values, glucose response trajectories, and GDM subtypes. PGI was defined as women with postpartum pre-diabetes or diabetes. Cox proportional hazards regression models were used to assess the risks of PGI according to different response patterns.

Results: During a median follow-up of 6.3 weeks post-delivery, 1727 (32.3%) women had PGI. Each time-point OGTT glucose were positively associated with PGI. Four OGTT glucose trajectories were fitted: 515 (9.6%) moderate increase following decrease, 557 (10.4%) sustained low-level increase, 3918 (73.3%) moderate increase following slow decrease, and 358 (6.7%) rapid increase following slow decrease. Compared with women with glucose moderate increase following decrease, those with rapid increase following slow decrease had the highest risk of PGI, followed by those with moderate increase following slow decrease. For GDM subtypes, 442 (8.3%) were isolated fasting hyperglycemia (IFH), 4227 (79.0%) were isolated post-load hyperglycemia (IPH), and 679 (12.7%) were combined hyperglycemia (CH). Compared with women with IFH, CH indicated the highest risk of PGI, followed by IPH.

Conclusions: Our findings indicate that distinct OGTT response patterns are associated with varying risks of PGI in women with GDM.

目的:本研究旨在评估妊娠期糖尿病(GDM)妇女妊娠期口服葡萄糖耐量试验(OGTT)反应模式与产后葡萄糖耐受不良(PGI)的关系。方法:该队列研究包括5348名妊娠期24-28周和产后4-12周接受OGTT的GDM妇女,时间为2017年1月至2022年6月。妊娠期OGTT反应模式包括个体时间点葡萄糖值、葡萄糖反应轨迹和GDM亚型。PGI被定义为产后糖尿病前期或糖尿病的女性。采用Cox比例风险回归模型,根据不同的反应模式评估PGI的风险。结果:在分娩后6.3周的中位随访期间,1727名(32.3%)妇女患有PGI。各时间点OGTT血糖与PGI呈正相关。4条OGTT血糖轨迹拟合:515例(9.6%)中度升高后下降,557例(10.4%)持续低水平升高,3918例(73.3%)中度升高后缓慢下降,358例(6.7%)快速升高后缓慢下降。与血糖中度升高后下降的女性相比,快速升高后缓慢下降的女性患PGI的风险最高,其次是中度升高后缓慢下降的女性。对于GDM亚型,442例(8.3%)为分离性空腹高血糖症(IFH), 4227例(79.0%)为分离性负荷后高血糖症(IPH), 679例(12.7%)为合并高血糖症(CH)。与患有IFH的女性相比,CH显示PGI的风险最高,其次是IPH。结论:我们的研究结果表明,不同的OGTT反应模式与GDM女性PGI的不同风险相关。
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引用次数: 0
Knowledge, attitudes, and practices of healthcare professionals regarding medical nutrition therapy for type 2 diabetes: a multicenter cross-sectional study. 医疗保健专业人员关于2型糖尿病医学营养治疗的知识、态度和实践:一项多中心横断面研究
IF 2.9 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-10-01 Epub Date: 2025-06-21 DOI: 10.1007/s12020-025-04320-w
Xiaohong Xu, Juan Yuan, Man Zhan, Xue Li, Jie Peng, Wei Lu, Liangshu Wu, Chang Zheng, Lingfang Tian

Purpose: This study aimed to evaluate healthcare professionals' knowledge, attitudes, and practices (KAP) concerning medical nutrition therapy (MNT) for type 2 diabetes.

Methods: A multicenter, cross-sectional study was conducted between September and October 2024 across hospitals of various levels in Guiyang City, China. Participants included healthcare professionals who voluntarily agreed to take part in the study. We included healthcare professionals from the entire hospital system to capture a broad perspective on the knowledge, attitudes, and practices towards MNT for type 2 diabetes, reflecting the multidisciplinary nature of diabetes care. Data on demographic characteristics and KAP scores were collected using a self-administered questionnaire.

Results: A total of 1348 (90.77%) valid questionnaires were analyzed. Of the respondents, 1254 (93.03%) were female, 491 (36.42%) had 5-10 years of work experience, and 700 (51.93%) were actively engaged in the care and nutritional management of patients with type 2 diabetes. The mean ± SD knowledge, attitude, and practice scores were 14.18 ± 4.80 (possible range: 0-20), 36.73 ± 3.67 (possible range: 9-45), and 27.13 ± 5.27 (possible range: 7-35), respectively. Structural equation modeling show that knowledge has had specific effects on attitudes (β = 0.464, P < 0.001) and practice (β = 0.681, P < 0.001), as well as attitudes had a specific effect on practice (β = 0.491, P < 0.001).

Conclusion: Healthcare professionals demonstrated suboptimal knowledge but maintained positive attitudes and proactive practices regarding MNT for type 2 diabetes. Targeted educational programs should be developed to enhance healthcare professionals' knowledge, as this could further strengthen their attitudes and practices, ultimately improving patient outcomes in MNT for type 2 diabetes.

目的:本研究旨在了解医护人员对2型糖尿病医学营养治疗的知识、态度和实践情况。方法:于2024年9 - 10月在贵阳市各级医院进行多中心横断面研究。参与者包括自愿同意参加研究的医疗保健专业人员。我们纳入了整个医院系统的医疗保健专业人员,以获得关于2型糖尿病MNT的知识、态度和实践的广泛视角,反映了糖尿病护理的多学科性质。人口统计学特征和KAP得分数据采用自我管理问卷收集。结果:共回收有效问卷1348份,占90.77%。其中女性1254人(93.03%),工作经验5-10年的491人(36.42%),积极从事2型糖尿病患者护理和营养管理工作的700人(51.93%)。知识、态度和实践得分的平均值±SD分别为14.18±4.80分(可能范围0 ~ 20)、36.73±3.67分(可能范围9 ~ 45)和27.13±5.27分(可能范围7 ~ 35)。结构方程模型显示知识对态度有特定的影响(β = 0.464, P)。结论:医疗保健专业人员对2型糖尿病的MNT表现出次优知识,但保持积极的态度和积极的实践。应该制定有针对性的教育计划,以提高医疗保健专业人员的知识,因为这可以进一步加强他们的态度和做法,最终改善2型糖尿病MNT患者的预后。
{"title":"Knowledge, attitudes, and practices of healthcare professionals regarding medical nutrition therapy for type 2 diabetes: a multicenter cross-sectional study.","authors":"Xiaohong Xu, Juan Yuan, Man Zhan, Xue Li, Jie Peng, Wei Lu, Liangshu Wu, Chang Zheng, Lingfang Tian","doi":"10.1007/s12020-025-04320-w","DOIUrl":"10.1007/s12020-025-04320-w","url":null,"abstract":"<p><strong>Purpose: </strong>This study aimed to evaluate healthcare professionals' knowledge, attitudes, and practices (KAP) concerning medical nutrition therapy (MNT) for type 2 diabetes.</p><p><strong>Methods: </strong>A multicenter, cross-sectional study was conducted between September and October 2024 across hospitals of various levels in Guiyang City, China. Participants included healthcare professionals who voluntarily agreed to take part in the study. We included healthcare professionals from the entire hospital system to capture a broad perspective on the knowledge, attitudes, and practices towards MNT for type 2 diabetes, reflecting the multidisciplinary nature of diabetes care. Data on demographic characteristics and KAP scores were collected using a self-administered questionnaire.</p><p><strong>Results: </strong>A total of 1348 (90.77%) valid questionnaires were analyzed. Of the respondents, 1254 (93.03%) were female, 491 (36.42%) had 5-10 years of work experience, and 700 (51.93%) were actively engaged in the care and nutritional management of patients with type 2 diabetes. The mean ± SD knowledge, attitude, and practice scores were 14.18 ± 4.80 (possible range: 0-20), 36.73 ± 3.67 (possible range: 9-45), and 27.13 ± 5.27 (possible range: 7-35), respectively. Structural equation modeling show that knowledge has had specific effects on attitudes (β = 0.464, P < 0.001) and practice (β = 0.681, P < 0.001), as well as attitudes had a specific effect on practice (β = 0.491, P < 0.001).</p><p><strong>Conclusion: </strong>Healthcare professionals demonstrated suboptimal knowledge but maintained positive attitudes and proactive practices regarding MNT for type 2 diabetes. Targeted educational programs should be developed to enhance healthcare professionals' knowledge, as this could further strengthen their attitudes and practices, ultimately improving patient outcomes in MNT for type 2 diabetes.</p>","PeriodicalId":49211,"journal":{"name":"Endocrine","volume":" ","pages":"76-84"},"PeriodicalIF":2.9,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144340548","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
Integrating ocular and clinical features to enhance intravenous glucocorticoid response prediction in thyroid eye disease: a machine learning approach. 结合眼部和临床特征,增强甲状腺眼病静脉注射糖皮质激素反应预测:一种机器学习方法
IF 2.9 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-10-01 Epub Date: 2025-06-23 DOI: 10.1007/s12020-025-04300-0
Chen Zhao, Chaoyu Lei, Shilong Pei, Yujie Ren, Xuran Duan, Songtao Guo, Xuefei Song, Hui Wang, Huifang Zhou

Purposes: Predicting intravenous glucocorticoid (IVGC) efficacy in thyroid eye disease (TED) is vital for personalized treatment and minimizing side effects. Current methods haven't fully utilized ocular features. This study aims to integrate ocular features into predictive model to assess their impact on improving IVGC efficacy prediction.

Methods: This retrospective study recruited 130 TED patients who received 4.5 g of IVGC treatment and collected their clinical features. After Least Absolute Shrinkage and Selection Operator (LASSO) regression for feature selection, two key features, lid aperture and CAS, were identified and incorporated into a predictive model. Subsequently, five ocular features were added, resulting in a model using both clinical and ocular features. Six machine learning classifiers were tested on both models, and the performances of two models were compared. The best-performing predictive model was analyzed using SHapley Additive exPlanations (SHAP) to interpret the model.

Results: In the LASSO regression, CAS and lid aperture were selected as key features for predicting IVGC efficacy. In the model using only clinical features, the best-performing classifier was Logistic Regression, with an AUC of 0.701. However, when ocular features were incorporated, the XGBoost classifier outperformed all others, with the AUC improving to 0.821. SHAP analysis further indicated that conjunctival edema was the most important feature for prediction.

Conclusions: This study identified features associated with the prediction of IVGC efficacy and demonstrated that incorporating ocular features into clinical parameters improves the ability to predict treatment outcomes. Additionally, SHAP analysis highlighted the importance of ocular features in predicting treatment efficacy, providing a basis for further mechanistic exploration.

目的:预测静脉注射糖皮质激素(IVGC)治疗甲状腺眼病(TED)的疗效对于个性化治疗和减少副作用至关重要。目前的方法没有充分利用眼部特征。本研究旨在将眼部特征整合到预测模型中,评估其对提高IVGC疗效预测的影响。方法:回顾性研究招募130例接受4.5 g IVGC治疗的TED患者,收集其临床特征。经过最小绝对收缩和选择算子(LASSO)回归进行特征选择,确定了两个关键特征,即盖子孔径和CAS,并将其纳入预测模型。随后,加入5个眼部特征,形成一个同时使用临床和眼部特征的模型。在两种模型上测试了6种机器学习分类器,并比较了两种模型的性能。使用SHapley加性解释(SHAP)对模型进行解释,分析了表现最好的预测模型。结果:在LASSO回归中,选择CAS和眼睑孔径作为预测IVGC疗效的关键特征。在仅使用临床特征的模型中,表现最好的分类器是Logistic回归,AUC为0.701。然而,当纳入眼部特征时,XGBoost分类器优于所有其他分类器,AUC提高到0.821。SHAP分析进一步表明结膜水肿是预测的最重要特征。结论:本研究确定了与IVGC疗效预测相关的特征,并证明将眼部特征纳入临床参数可以提高预测治疗结果的能力。此外,SHAP分析强调了眼部特征在预测治疗效果方面的重要性,为进一步的机制探索提供了基础。
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引用次数: 0
Therapeutic plasmapheresis in the management of thyrotoxicosis: a-retrospective study with emphasis on critically ill patients. 血浆置换治疗甲状腺毒症:一项以危重病人为重点的回顾性研究。
IF 2.9 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-10-01 Epub Date: 2025-06-12 DOI: 10.1007/s12020-025-04314-8
Ummu Mutlu, Fatih Bektas, Senem Dadin, Hulya Hacisahinogullari, Yalin Iscan, Gulsah Yenidunya Yalin, Nurdan Gul, Ozlem Soyluk Selcukbiricik, Sevgi Kalayoglu Besisik, Ayse Kubat Uzum

Purpose: Severe thyrotoxicosis is a life-threatening condition. Therapeutic plasma exchange (TPE) can rapidly reduce elevated thyroid hormone levels and serves as an alternative treatment option, particularly in cases like thyroid storm, where achieving euthyroid status is critical. We evaluated our experience regarding the efficacy and safety of TPE in patients with thyrotoxicosis where antithyroid drugs cannot be utilized due to side effects or fail to work.

Methods: A retrospective cohort study evaluated adult patients who underwent TPE due to thyrotoxicosis between 2015-2024. Causes of thyrotoxicosis, TPE indications, complications, changes in thyroid hormones, and post-TPE treatments were noted.

Results: Twenty-two patients were included. The median age was 50 years (32-60). 51.9% were female. The most common cause of thyrotoxicosis was Graves' disease. Indications for TPE included side effects from ATD, emergency non-thyroid surgery, thyroid storm, and molar pregnancies. The median number of TPE sessions was 2.5 (2-3). Albumin was used as the replacement fluid for most patients. After TPE, free T4 and free T3 decreased by 43 and 64.1%, respectively. Prolongation of prothrombin time was common; however, bleeding occurred in only one patient. After TPE, 10 patients underwent surgery, and 3 received RAI. ATD treatment continued in 9 patients.

Conclusion: Our study is among the largest series in the literature. Consistent with existing literature, it has been demonstrated that TPE was reliable and effective in establishing rapid and effective euthyroid state not only in cases of antithyroid drug side effects, ineffectiveness, and thyroid storm but also before non-thyroidal emergency surgeries.

目的:重度甲状腺毒症是一种危及生命的疾病。治疗性血浆交换(TPE)可以迅速降低升高的甲状腺激素水平,并作为一种替代治疗选择,特别是在甲状腺风暴等病例中,达到甲状腺正常状态至关重要。我们评估了我们在甲状腺毒症患者中TPE的有效性和安全性方面的经验,其中抗甲状腺药物由于副作用或不起作用而不能使用。方法:一项回顾性队列研究评估了2015-2024年间因甲状腺毒症接受TPE的成年患者。记录了甲状腺毒症的原因、TPE适应症、并发症、甲状腺激素的变化和TPE后的治疗。结果:纳入22例患者。中位年龄为50岁(32-60岁)。51.9%为女性。甲亢最常见的病因是格雷夫斯病。TPE的适应症包括ATD的副作用、紧急非甲状腺手术、甲状腺风暴和磨牙妊娠。TPE疗程的中位数为2.5(2-3)。大多数患者使用白蛋白作为替代液体。TPE后,游离T4和游离T3分别下降43%和64.1%。凝血酶原时间延长是常见的;然而,只有一名患者出现出血。TPE后10例患者行手术治疗,3例患者行RAI治疗。9例患者继续接受ATD治疗。结论:我们的研究是文献中最大的系列研究之一。与已有文献一致,TPE不仅在抗甲状腺药物副作用、无效和甲状腺风暴的情况下,而且在非甲状腺类急诊手术前,都能可靠有效地建立快速有效的甲状腺正常状态。
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引用次数: 0
Association of diabetes mellitus and social isolation with loneliness among older Japanese adults: a cross-sectional study. 日本老年人糖尿病和社会隔离与孤独感的关系:一项横断面研究
IF 2.9 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-10-01 Epub Date: 2025-07-11 DOI: 10.1007/s12020-025-04348-y
Takahiro Shimoda, Kouki Tomida, Chika Nakajima, Ayuka Kawakami, Hiroyuki Shimada

Purpose: To clarify whether the combination of diabetes mellitus (DM) and social isolation is associated with loneliness among community-dwelling older adults.

Methods: Data of community-dwelling older adults aged 60 years and older without initial long-term care needs from the Japanese National Center for Geriatrics and Gerontology Study of Geriatric Syndromes were analyzed. Loneliness was measured using the University of California Los Angeles Loneliness Scale. Social isolation was assessed based on four categories: lack of conversation, lack of passive support, lack of support provided to others, and lack of social participation. DM status was determined by assessing patients' medical histories. Modified Poisson regression models were employed to assess relationships between DM, social isolation, and loneliness, including interactions according to sex.

Results: Data from 5876 participants (54.2% women) aged 68-77 years were included. The prevalence rates of loneliness, social isolation, and DM were 35.9%, 46.5%, and 13.1%, respectively. Among women, DM and social isolation were associated with loneliness (DM, prevalence ratio [PR]: 1.35, 95% confidence interval [CI]: 1.02-1.78; social isolation, PR: 1.98, 95% CI: 1.33-2.94). Among men, only social isolation was associated with loneliness (PR: 1.41, 95% CI: 1.09-1.84). No interaction was observed between DM and social isolation for either sex.

Conclusions: Social isolation was associated with loneliness in men and women. DM was associated in women but not in men. The findings of this study may help develop strategies to maintain the mental health of older adults.

目的:阐明糖尿病(DM)和社会隔离的合并是否与社区居住老年人的孤独感有关。方法:分析来自日本国家老年病学和老年病学研究中心的60岁及以上没有初始长期护理需求的社区居住老年人的数据。孤独感是用加州大学洛杉矶分校的孤独感量表来测量的。社会孤立的评估基于四个类别:缺乏对话、缺乏被动支持、缺乏向他人提供的支持和缺乏社会参与。通过评估患者的病史来确定糖尿病的状态。采用修正泊松回归模型评估糖尿病、社会隔离和孤独感之间的关系,包括按性别进行的互动。结果:纳入了5876名参与者(54.2%为女性),年龄在68-77岁之间。孤独、社会隔离和糖尿病患病率分别为35.9%、46.5%和13.1%。在女性中,糖尿病和社会隔离与孤独感相关(糖尿病,患病率[PR]: 1.35, 95%可信区间[CI]: 1.02-1.78;社会隔离,PR: 1.98, 95% CI: 1.33-2.94)。在男性中,只有社会孤立与孤独感有关(PR: 1.41, 95% CI: 1.09-1.84)。糖尿病与社会孤立无交互作用。结论:社会孤立与男性和女性的孤独感有关。糖尿病与女性相关,但与男性无关。这项研究的发现可能有助于制定保持老年人心理健康的策略。
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引用次数: 0
Current status, perceptions, and barriers regarding weight loss approaches in China. 中国减肥方法的现状、认知和障碍。
IF 2.9 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-10-01 Epub Date: 2025-07-01 DOI: 10.1007/s12020-025-04315-7
Ziwei Lin, Hao Zhu, Si Si, Jiawei Xu, Esther Artime, Swarna Khare, Victoria Higgins, Andrea Leith, Yan Bi

Purpose: To describe management and barriers regarding weight loss in China.

Materials and methods: Data were from the Adelphi Real World Obesity Disease Specific Programme™, a cross-sectional survey between April and July 2022 in Chinese clinical practice. Physicians managing people with obesity or overweight (PwO) and PwO aged ≥ 18 years, under weight management programs, and/or with a body mass index ≥ 28 kg/m2 were eligible.

Results: 100 physicians and 801 PwO were included. Before current clinical management, PwO had attempted self-management using their own diet (87%) and exercise (84%) programs, natural remedies/diet pills sold on the internet (26%) or over the counter diet pills (19%). Physicians reported that typical first-line weight management methods in clinical practice were diet (82%) and exercise (82%), with half (50%) using drug approaches. Only 19% of PwO reported full compliance with diet and exercise programs. Among the 78 physicians who used anti-obesity medications (AOMs), the single most important reason for initiating AOM was failure to reach the desired weight loss with diet and exercise alone (58%). Of the 78 physicians, 67% felt that most weight loss approaches always fail and 73% felt that AOM options were restricted; the top rated single most desired improvements in future AOMs were improved or greater efficacy (26%) and safer long-term use (26%). Of PwO, most (88%) had some willingness to try a new AOM.

Conclusion: PwO usually self-managed initial weight loss attempts. Physicians typically initiated lifestyle interventions as first-line treatment despite low PwO compliance. Both physicians and PwO desired improved AOMs. Of note, no approved prescription-only AOMs were available in China during the time window of the study.

目的:描述在中国减肥的管理和障碍。材料和方法:数据来自Adelphi Real World Obesity Disease Specific program™,这是一项横断面调查,于2022年4月至7月在中国临床实践中进行。管理肥胖或超重(PwO)和年龄≥18岁、体重管理计划下和/或体重指数≥28 kg/m2的pw患者的医生符合条件。结果:共纳入100名内科医生和801名PwO。在目前的临床管理之前,PwO曾尝试通过自己的饮食(87%)和运动(84%)计划、自然疗法/网上销售的减肥药(26%)或非处方减肥药(19%)进行自我管理。医生报告临床实践中典型的一线体重管理方法是饮食(82%)和运动(82%),其中一半(50%)使用药物方法。只有19%的PwO报告完全遵守了饮食和锻炼计划。在使用抗肥胖药物(AOMs)的78名医生中,使用抗肥胖药物的最重要原因是仅通过饮食和运动无法达到预期的体重减轻(58%)。在78名医生中,67%的人认为大多数减肥方法总是失败,73%的人认为AOM的选择受到限制;对未来AOMs最期望的改进是改善或更大的疗效(26%)和更安全的长期使用(26%)。在wpo中,大多数(88%)愿意尝试新的AOM。结论:ppo通常是自我管理的初始减肥尝试。尽管pvo依从性较低,但医生通常将生活方式干预作为一线治疗。医生和PwO都希望改善AOMs。值得注意的是,在研究的时间窗口期间,中国没有批准的仅限处方的AOMs。
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引用次数: 0
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Endocrine
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