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Management of thyroid tumors diagnosed cytologically as follicular neoplasms in a high-volume center: utility of a scoring system using serum thyroglobulin level, tumor size, ultrasound testing, and cytological diagnosis. 在一个高流量中心对经细胞学诊断为滤泡性肿瘤的甲状腺肿瘤的管理:使用血清甲状腺球蛋白水平、肿瘤大小、超声检测和细胞学诊断的评分系统的实用性。
IF 1.3 4区 医学 Q4 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-10-29 DOI: 10.1507/endocrj.EJ24-0364
Yasuhiro Ito, Makoto Kawakami, Mitsuyoshi Hirokawa, Masashi Yamamoto, Minoru Kihara, Naoyoshi Onoda, Akihiro Miya, Akira Miyauchi, Takashi Akamizu

Managing thyroid nodules diagnosed cytologically as follicular neoplasms (FN) is challenging for patients and clinicians. Gene panel testing was recently introduced to determine the management strategy for FN; however, it is unavailable in Japan. In this study, we assessed FN management. This study included 2,144 FNs from 2,067 patients diagnosed between 2012 and 2018. Of these, 952 (44.5%) tumors underwent active surveillance, and 1,188 (55.6%) underwent immediate surgery (IS). Tumors of young patients (<55 years), male patients, and patients with serum thyroglobulin (Tg) ≥500 ng/mL, ultrasound diagnoses as FN or malignancy, large tumors (>4 cm), non-oxyphilic cytology, and cytological findings favoring malignancy and multiplicity underwent IS more frequently. Of the 1,412 tumors that underwent surgery, 279 (19.8%) and 1,133 (80.2%) were pathologically diagnosed as malignant and benign tumors or low-risk neoplasms, respectively. High Tg levels, non-benign ultrasound findings, cytological findings favoring malignancy, non-oncocytic cytology, and large tumor size were related to malignant pathology; however, tumor enlargement was not. The former three were independent predictors of malignancy in the multivariate logistic analysis. After assigning scores of 2 and 1 for cytological findings favoring malignancy and others, respectively, a receiver operating characteristic curve analysis indicated a score of 3 as the optimal cutoff for predicting malignant diagnosis; however, the area under the curve remained low, at 0.642. Accurately predicting the malignant pathology of FNs is challenging, and inducing gene panel testing will be helpful for managing FN tumors. Our scoring system would also be useful in estimating the risk of malignancy.

经细胞学诊断为滤泡性肿瘤(FN)的甲状腺结节的治疗对患者和临床医生来说都具有挑战性。最近引入了基因面板检测来确定 FN 的治疗策略,但在日本还没有这种检测方法。在本研究中,我们对 FN 的治疗进行了评估。本研究纳入了 2012 年至 2018 年期间确诊的 2067 名患者的 2,144 例 FN。其中,952 例(44.5%)肿瘤接受了积极监测,1188 例(55.6%)接受了即刻手术(IS)。年轻患者(4厘米)的肿瘤、非亲氧细胞学、细胞学结果倾向于恶性和多发性的肿瘤更常接受IS手术。在 1412 例接受手术的肿瘤中,分别有 279 例(19.8%)和 1133 例(80.2%)经病理诊断为恶性肿瘤、良性肿瘤或低危肿瘤。高 Tg 水平、非良性超声检查结果、倾向于恶性的细胞学检查结果、非单核细胞细胞学检查结果和肿瘤体积大与恶性病理相关,但肿瘤体积增大与恶性病理无关。在多变量逻辑分析中,前三者是恶性肿瘤的独立预测因素。在将有利于恶性和其他的细胞学结果分别定为 2 分和 1 分后,接受者操作特征曲线分析表明,3 分是预测恶性诊断的最佳临界值;但曲线下面积仍然很低,仅为 0.642。准确预测 FN 的恶性病理变化具有挑战性,诱导基因面板检测将有助于管理 FN 肿瘤。我们的评分系统也有助于估计恶性肿瘤的风险。
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引用次数: 0
Role of radiologists in the diagnosis and management of adrenal disorders. 放射科医生在诊断和治疗肾上腺疾病中的作用。
IF 1.3 4区 医学 Q4 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-10-10 DOI: 10.1507/endocrj.EJ24-0156
Sota Oguro, Hiromitsu Tannai, Hideki Ota, Kazumasa Seiji, Hiroki Kamada, Yoshitaka Toyama, Kei Omata, Yuta Tezuka, Yoshikiyo Ono, Fumitoshi Satoh, Sadayoshi Ito, Tetsuhiro Tanaka, Hideki Katagiri, Kei Takase

This study aimed to focus on the role of radiologists in the diagnosis and management of adrenal lesions, particularly primary aldosteronism (PA) and secondary hypertension. As hypertension affects more than one-third of the population in Japan, identifying secondary causes such as PA and adrenal lesions is crucial. Establishing a radiological differential diagnosis of adrenal lesions using advanced imaging techniques, such as computed tomography and magnetic resonance imaging, is crucial. Knowledge of the imaging findings of various benign and malignant adrenal lesions, such as adrenocortical adenomas, cortisol-producing lesions, pheochromocytomas, adrenocortical carcinoma, malignant lymphoma, and metastatic tumors, is necessary. Adrenal venous sampling (AVS) plays a crucial role in accurately localizing aldosterone hypersecretion in PA, especially when imaging fails to provide a clear diagnosis. This paper details the technical aspects of AVS, emphasizing catheterization techniques, anatomical considerations, and the importance of preprocedural imaging for successful sampling. Furthermore, we explore segmental adrenal venous sampling (SAVS), a more refined technique that samples specific adrenal tributary veins, offering enhanced diagnostic accuracy, particularly for microadenomas or challenging cases that may be missed with conventional AVS. The methodology for performing SAVS, along with the interpretation criteria for successful sampling and lateralization, is also outlined. Furthermore, radiologists have initiated treatments for unilateral PA, such as radiofrequency ablation, and play an integral role in the management of adrenal lesions. Collaborative approaches across clinical departments are required to enhance patient management in medical care involving the adrenal gland.

本研究旨在关注放射科医生在肾上腺病变,尤其是原发性醛固酮增多症(PA)和继发性高血压的诊断和管理中的作用。在日本,超过三分之一的人口患有高血压,因此识别继发性高血压(如 PA 和肾上腺病变)的病因至关重要。利用先进的成像技术(如计算机断层扫描和磁共振成像)对肾上腺病变进行放射学鉴别诊断至关重要。有必要了解肾上腺皮质腺瘤、皮质醇分泌性病变、嗜铬细胞瘤、肾上腺皮质癌、恶性淋巴瘤和转移性肿瘤等各种良性和恶性肾上腺病变的影像学检查结果。肾上腺静脉取样(AVS)在准确定位 PA 中的醛固酮分泌过多方面发挥着至关重要的作用,尤其是在影像学无法提供明确诊断的情况下。本文详细介绍了 AVS 的技术方面,强调了导管插入技术、解剖学注意事项以及术前成像对成功取样的重要性。此外,我们还探讨了节段性肾上腺静脉取样(SAVS),这是一种更精细的技术,可对特定的肾上腺支静脉进行取样,从而提高诊断的准确性,特别是对于微腺瘤或传统 AVS 可能会漏诊的疑难病例。此外,还概述了进行 SAVS 的方法以及成功取样和侧位的判读标准。此外,放射科医生已开始对单侧 PA 进行射频消融等治疗,并在肾上腺病变的治疗中发挥着不可或缺的作用。在涉及肾上腺的医疗护理中,需要跨临床科室的协作方法来加强对患者的管理。
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引用次数: 0
Evaluating the usefulness of plasma chromogranin A measurement in cyclic ACTH-dependent Cushing's syndrome. 评估血浆嗜铬粒蛋白 A 测量在周期性促肾上腺皮质激素依赖性库欣综合征中的实用性。
IF 1.3 4区 医学 Q4 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-10-01 Epub Date: 2024-06-25 DOI: 10.1507/endocrj.EJ24-0128
Keisuke Kakizawa, Miho Yamashita, Yuto Kawauchi, Akira Ikeya, Kenji Ohba, Akio Matsushita

Cushing's syndrome, a clinical condition characterized by hypercortisolemia, exhibits distinct clinical signs and is associated with cyclic cortisol secretion in some patients. The clinical presentation of cyclic Cushing's syndrome can be ambiguous and its diagnosis is often challenging. We experienced a 72-year-old woman with cyclic ACTH-dependent Cushing's syndrome caused by a pulmonary carcinoid tumor. Diagnosis was challenging because of the extended trough periods, and the responsible lesion was initially unidentified. A subsequent follow-up computed tomography revealed a pulmonary lesion, and ectopic ACTH secretion from this lesion was confirmed by pulmonary artery sampling. Despite the short peak secretion period of ACTH (approximately one week), immunostaining of the surgically removed tumor confirmed ACTH positivity. Interestingly, stored plasma chromogranin A levels were elevated during both peak and trough periods. The experience in evaluating this patient prompted us to investigate the potential use of plasma chromogranin A as a diagnostic marker of ACTH-dependent Cushing's syndrome. A retrospective study was conducted to determine the efficacy of plasma chromogranin A in three patients with ectopic ACTH syndrome (EAS), including the present case, and six patients with Cushing's disease (CD) who visited our hospital between 2018 and 2021. Notably, plasma chromogranin A levels were higher in patients with EAS than in those with CD. Additionally, a chromogranin A level in the present case during the trough phase was lower than that in the peak phase, and was similar to those in CD patients. The measurement of plasma chromogranin A levels could aid in differentiating EAS from CD.

库欣综合征是一种以高皮质醇血症为特征的临床症状,具有明显的临床表现,部分患者伴有皮质醇的周期性分泌。周期性库欣综合征的临床表现可能模糊不清,其诊断往往具有挑战性。我们接诊了一名 72 岁的女性患者,她患有由肺类癌引起的周期性 ACTH 依赖性库欣综合征。由于低谷期较长,诊断具有挑战性,而且最初无法确定病灶。随后的随访计算机断层扫描发现了肺部病变,肺动脉取样证实了该病变引起的异位促肾上腺皮质激素分泌。尽管促肾上腺皮质激素的分泌高峰期很短(约一周),但手术切除肿瘤的免疫染色证实促肾上腺皮质激素呈阳性。有趣的是,血浆中储存的嗜铬粒蛋白 A 水平在高峰期和低谷期均有所升高。评估该患者的经验促使我们研究血浆嗜铬粒蛋白 A 作为 ACTH 依赖性库欣综合征诊断标志物的可能性。我们开展了一项回顾性研究,以确定血浆嗜铬粒蛋白 A 在包括本病例在内的 3 例异位 ACTH 综合征(EAS)患者和 6 例库欣病患者(CD)中的疗效。值得注意的是,EAS 患者的血浆嗜铬粒蛋白 A 水平高于 CD 患者。此外,本病例低谷期的嗜铬粒蛋白A水平低于高峰期,与CD患者相似。测量血浆嗜铬粒蛋白 A 水平有助于区分 EAS 和 CD。
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引用次数: 0
Improving glycemic control by transitioning from the MiniMedTM 640G to 770G in Japanese adults with type 1 diabetes mellitus: a prospective, single-center, observational study. 日本 1 型糖尿病成人患者从 MiniMedTM 640G 到 770G 的过渡改善血糖控制:一项前瞻性、单中心、观察性研究。
IF 1.3 4区 医学 Q4 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-10-01 Epub Date: 2024-06-20 DOI: 10.1507/endocrj.EJ24-0136
Satoshi Kubota, Ai Sato, Manami Hosokawa, Yosuke Okubo, Shohei Takayama, Atsuko Kaneko, Yasuho Shimada, Yuki Asano, Yoshihiko Sato, Masanori Yamazaki, Mitsuhisa Komatsu

The effectiveness of a hybrid closed-loop (HCL) system in improving glycemic control is unclear in Japanese individuals. Therefore, we assessed the effect impact of the MiniMed 770G HCL system on glycemic control in this population. This prospective, single-center, 24-week observational study (registration number: UMIN000047394) enrolled 23 individuals with type 1 diabetes mellitus using the Medtronic MiniMed 640G system. The primary endpoint was the improvement in time in the range of 70-180 mg/dL after transitioning to the MiniMed 770G HCL system. We observed an increase in time in range (from 64.1 [55.8-69.5] to 70.9 [67.1-74.4] %, interquartile range 25-75%, p < 0.001) and a decrease in glycated hemoglobin level (from 7.4 [7.0-7.9] to 7.1 [6.8-7.4] %, p = 0.003). There was a significant reduction in time above the range (181-250 mg/dL: 25.8 [20.9-28.6] to 19.5 [17.1-22.1] %, p < 0.001; >251 mg/dL: 8.7 [4.0-13.0] to 4.7 [3.6-9.1] %, p < 0.001). Time below the range remained unchanged (54-69 mg/dL: 1.8 [0.4-2.4] to 2.1 [0.4-3.9] %, p = 0.24; <54 mg/dL: 0.2 [0.0-1.0] to 0.5 [0.1-1.3] %, p = 0.14). In a subgroup of 12 patients with a high HCL implementation rate, the basal insulin infusion decreased immediately after mealtime insulin administration and increased after approximately 120 minutes. The ratings from questionnaires assessing treatment burden, satisfaction, and quality of life remained unchanged. The MiniMed 770G HCL system improved glycemic control and optimized insulin delivery, particularly in patients with high implementation rates.

混合闭环(HCL)系统在改善日本人血糖控制方面的效果尚不明确。因此,我们评估了 MiniMed 770G HCL 系统对该人群血糖控制的影响。这项前瞻性、单中心、为期 24 周的观察性研究(注册号:UMIN000047394)招募了 23 名使用美敦力 MiniMed 640G 系统的 1 型糖尿病患者。主要终点是转用 MiniMed 770G HCL 系统后,血糖在 70-180 mg/dL 范围内的时间的改善情况。我们观察到,血糖在 70-180 mg/dL 范围内的时间增加了(从 64.1 [55.8-69.5]% 增加到 70.9 [67.1-74.4]%,四分位距为 25-75%,p < 0.001),糖化血红蛋白水平降低了(从 7.4 [7.0-7.9]% 降低到 7.1 [6.8-7.4]%,p = 0.003)。糖化血红蛋白水平超出范围的时间明显减少(181-250 mg/dL: 25.8 [20.9-28.6]% 降至 19.5 [17.1-22.1]%,p < 0.001;>251 mg/dL: 8.7 [4.0-13.0]% 降至 4.7 [3.6-9.1]%,p < 0.001)。低于范围的时间保持不变(54-69 毫克/分升:1.8 [0.4-2.4] 到 2.1 [0.4-3.9] %,p = 0.24;
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引用次数: 0
Preoperative hemoglobin A1c is associated with postoperative bleeding after vitrectomy for vitreous hemorrhage in patients with diabetic retinopathy. 术前血红蛋白 A1c 与糖尿病视网膜病变患者玻璃体切割术后出血有关。
IF 1.3 4区 医学 Q4 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-10-01 Epub Date: 2024-06-26 DOI: 10.1507/endocrj.EJ23-0301
Saori Motoda, Masanori Kanai, Susumu Sakimoto, Harutoshi Ozawa, Chisaki Ishibashi, Shingo Fujita, Yoshiya Hosokawa, Megu Y Baden, Yukari Fujita, Takekazu Kimura, Ayumi Tokunaga, Takao Nammo, Kenji Fukui, Junji Kozawa, Hirokazu Sakaguchi, Kohji Nishida, Iichiro Shimomura

We previously reported that a high HbA1c level 3 months before vitrectomy for vitreous hemorrhage or a large preoperative decrease in the HbA1c level over 3 months tended to increase the risk of rebleeding in diabetic retinopathy patients evaluated between 2010 and 2014. Here, we aimed to confirm these results with an extended study period and an increased number of operated eyes. This study included 121 diabetic patients who were admitted to Osaka University Hospital between 2010 and 2019 and who underwent vitrectomy for vitreous hemorrhage. Binomial logistic regression analysis was performed with the presence of postoperative bleeding as the outcome. The present study showed that the duration of the operation was associated with rebleeding (odds ratio = 1.02, p = 0.0016). A high HbA1c level just before vitrectomy tended to be associated with the bleeding (odds ratio = 1.27, p = 0.05), while preoperative HbA1c changes were not associated with rebleeding. The results of this study suggest that a high preoperative HbA1c level just before vitrectomy, not a decrease in HbA1c levels, in addition to the duration of the operation may increase the risk of postoperative bleeding after vitrectomy in diabetic retinopathy patients.

我们曾报道过,在2010年至2014年间接受评估的糖尿病视网膜病变患者中,因玻璃体出血而进行玻璃体切除术前3个月HbA1c水平较高或术前3个月HbA1c水平大幅下降往往会增加再出血的风险。在此,我们希望通过延长研究时间和增加手术眼数来证实这些结果。本研究纳入了 2010 年至 2019 年期间入住大阪大学医院、因玻璃体出血接受玻璃体切除术的 121 名糖尿病患者。以是否出现术后出血为结果,进行了二项式逻辑回归分析。本研究显示,手术持续时间与再出血有关(几率比=1.02,P=0.0016)。玻璃体切除术前的高 HbA1c 水平往往与出血有关(几率比 = 1.27,p = 0.05),而术前 HbA1c 变化与再出血无关。本研究结果表明,糖尿病视网膜病变患者在玻璃体切除术前HbA1c水平过高,而非HbA1c水平下降,再加上手术时间的长短,可能会增加玻璃体切除术后出血的风险。
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引用次数: 0
Characteristic external genitalia in male neonates with 5α-reductase deficiency. 患有 5α 还原酶缺乏症的男性新生儿的特征性外生殖器。
IF 1.3 4区 医学 Q4 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-10-01 Epub Date: 2024-07-25 DOI: 10.1507/endocrj.EJ23-0740
Takeshi Munenaga, Yosuke Ichihashi, Satsuki Nakano, Hironori Shibata, Takeshi Sato, Hiroshi Asanuma, Keiko Homma, Tomonobu Hasegawa, Tomohiro Ishii

There have been no reports comparing neonatal external genitalia of 5α-reductase deficiency (5αRD) with those of other 46,XY differences of sex differentiation (DSD). This study enrolled 31 Japanese cases of 46,XY DSD whose external genitalia was examined during the neonatal period; four were diagnosed as 5αRD and 15 were defined as non-5αRD by genetic analysis of SRD5A2 or urinary steroid metabolites. We compared the following characteristics between 5αRD and non-5αRD groups, adjusting the severity of undermasculinization of the external genitalia: stretched penile length (SPL), glans width, location of the external urethral opening, and proportion of undescended testis. The external genitalia of all the 5αRD cases were Quigley classification grade 2 or 3. We compared the phenotypes between the four 5αRD cases and 11 non-5αRD cases with grade 2 or 3. The median (range) of SPL in the 5αRD group (14 mm [11-16]) was significantly lower than that in the non-5αRD group (22 mm [15-29]) (p = 0.003). An SPL cut-off value of <15 mm yielded a sensitivity of 50% (95% confidence interval [CI]; 7-93%) and specificity of 100% (95% CI, 72-100%) for discriminating between the groups. The median glans width, location of the external urethral opening, and proportion of undescended testis were not significantly different between the groups. The SPL of 5αRD in Quigley classification grade 2 or 3 was significantly shorter than that of other 46,XY DSDs with the equivalent grade.

目前还没有报告对 5α 还原酶缺乏症(5αRD)和其他 46,XY 性别差异(DSD)的新生儿外生殖器进行比较。这项研究收集了 31 例日本 46,XY DSD 病例,这些病例在新生儿期接受了外生殖器检查;其中 4 例被诊断为 5αRD 病例,15 例通过 SRD5A2 或尿液类固醇代谢物的基因分析被定义为非 5αRD 病例。我们比较了 5αRD 组和非 5αRD 组的以下特征,并调整了外生殖器男性化不足的严重程度:阴茎拉伸长度(SPL)、龟头宽度、尿道外口位置和未降睾丸的比例。所有 5αRD 病例的外生殖器均为 Quigley 分级 2 级或 3 级。我们比较了 4 例 5αRD 病例和 11 例 2 级或 3 级非 5αRD 病例的表型。5αRD 组 SPL 的中位数(范围)(14 mm [11-16])明显低于非 5αRD 组(22 mm [15-29])(P = 0.003)。SPL 临界值为
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引用次数: 0
Cushing's disease with twin pregnancy and diabetes mellitus: a case report and literature review. 库欣病合并双胎妊娠和糖尿病:病例报告和文献综述。
IF 1.3 4区 医学 Q4 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-10-01 Epub Date: 2024-07-10 DOI: 10.1507/endocrj.EJ23-0725
Hideyasu Asai, Ikuo Yamamori, Shigeru Hagimoto, Kyoichi Okumura, Koki Sakakibara

A 38-year-old Japanese woman with a history of abnormal thyroid function of non-autoimmune origin, pituitary endocrine tumor, and untreated diabetes mellitus was referred to our outpatient clinic when she became pregnant with twins. Physical findings consistent with Cushing's syndrome (CS) were absent at the time of presentation. Although baseline plasma adrenocorticotropic hormone, serum cortisol, and 24-hour urinary free cortisol excretion levels were above the upper limits of normal non-pregnant reference ranges, we could not exclude a physiological increase associated with pregnancy. No medical or surgical intervention for hypercortisolism was performed during pregnancy. Spontaneous vaginal delivery resulted in the normal delivery of live twins. A diagnosis of Cushing's disease (CD) was established when papery skin developed postpartum. Transsphenoidal surgery was performed and the hypercortisolism partially resolved post-operatively. The patient's abnormal thyroid function also resolved. Pregnancy in women with endogenous CS is rare, with less than 300 cases reported. Most reported cases of CS during pregnancy are of adrenal origin. Only two cases of twin pregnancies with CD have been reported. Therefore, we reported the third case of CD in a twin pregnancy and reviewed the diagnostic and therapeutic challenges associated with CD during pregnancy.

一名 38 岁的日本妇女曾患有非自身免疫性甲状腺功能异常、垂体内分泌肿瘤和未经治疗的糖尿病,在怀上双胞胎后被转诊到我们的门诊部。就诊时,她的体格检查结果与库欣综合征(CS)并不相符。虽然基线血浆促肾上腺皮质激素、血清皮质醇和 24 小时尿游离皮质醇排泄水平均高于正常非妊娠参考范围的上限,但我们无法排除与妊娠有关的生理性皮质醇升高。在妊娠期间,没有对高皮质醇症进行医疗或手术干预。孕妇经阴道自然分娩,顺利产下一对活双胞胎。当产后出现乳头状皮肤时,库欣病(CD)的诊断被确定。患者接受了经蝶窦手术,术后高皮质醇血症得到部分缓解。患者的甲状腺功能异常也得到了缓解。患有内源性 CS 的妇女怀孕的情况很少见,仅有不到 300 例的报道。大多数报告的妊娠期 CS 病例都是肾上腺源性的。目前仅有两例双胎妊娠合并 CD 的报道。因此,我们报告了第三例双胎妊娠 CD 病例,并回顾了与妊娠期 CD 相关的诊断和治疗难题。
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引用次数: 0
Causal inference and machine learning in endocrine epidemiology. 内分泌流行病学中的因果推断和机器学习。
IF 1.3 4区 医学 Q4 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-10-01 Epub Date: 2024-07-06 DOI: 10.1507/endocrj.EJ24-0193
Kosuke Inoue

With the rapid development of computer science, there is an increasing demand for the use of causal inference methods and machine learning in the research of endocrine disorders and their long-term health outcomes. However, studies on the effective and appropriate applications of these approaches in real-world data and clinical settings are still limited. This review will illustrate the use of causal inference and machine learning in epidemiological research within the field of endocrinology and metabolism. It will examine each concept of causal inference and machine learning through application examples of endocrine disorders. Subsequently, the paper will discuss the integration of machine learning within the causal inference framework, including (i) the estimation of treatment effects or the causal relationship between exposure and outcomes, and (ii) the evaluation of heterogeneity in such treatment effects (or exposure-outcome causal relationship) based on individuals' characteristics. Accurately assessing causal relationships and their heterogeneity across different individuals is crucial not only for determining effective interventions, but also for the appropriate allocation of medical resources and reducing healthcare disparities. By illustrating some application examples in endocrinology, this review aims to enhance readers' understanding and application of causal inference and machine learning in future epidemiological studies focusing on endocrine disorders.

随着计算机科学的飞速发展,在内分泌失调及其长期健康结果的研究中使用因果推理方法和机器学习的需求日益增长。然而,有关这些方法在真实世界数据和临床环境中的有效和适当应用的研究仍然有限。本综述将说明因果推理和机器学习在内分泌学和新陈代谢领域流行病学研究中的应用。它将通过内分泌失调的应用实例来研究因果推断和机器学习的每个概念。随后,论文将讨论机器学习与因果推理框架的整合,包括:(i) 估算治疗效果或暴露与结果之间的因果关系;(ii) 评估基于个体特征的治疗效果(或暴露-结果因果关系)的异质性。准确评估不同个体之间的因果关系及其异质性不仅对确定有效的干预措施至关重要,而且对合理分配医疗资源和减少医疗差距也至关重要。本综述通过举例说明内分泌学中的一些应用实例,旨在加深读者对因果推断和机器学习的理解,并将其应用于未来以内分泌失调为重点的流行病学研究中。
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引用次数: 0
Dysregulation of c-Jun (JUN) and FBJ murine osteosarcoma viral oncogene homolog B (FOSB) in obese people and their predictive values for metabolic syndrome 肥胖者体内 c-Jun (JUN) 和 FBJ 小鼠骨肉瘤病毒癌基因同源物 B (FOSB) 的失调及其对代谢综合征的预测价值
IF 2 4区 医学 Q4 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-09-14 DOI: 10.1507/endocrj.ej24-0256
Chenxi Yang, Yi Chen, Guangfeng Tang, Tongtong Shen, Li Li

The incidences of metabolic syndrome (MetS), denoting insulin resistance-associated various metabolic disorders, are increasing. This study aimed to identify new biomarkers for predicting MetS and provide a novel diagnostic approach. Herein, the expression profiles of c-Jun (JUN) and FBJ murine osteosarcoma viral oncogene homolog B (FOSB) in individuals with obesity and patients with MetS from the Gene Expression Omnibus database. Quantitative reverse transcription polymerase chain reaction (RT-qPCR) was used to evaluate the messenger RNA levels of JUN and FOSB in the peripheral blood of healthy volunteers (lean and obese) and patients with MetS (lean and obese), along with that in the adipose tissue and peripheral blood of obese mouse model. Furthermore, receiver operating characteristic (ROC) curve and logistic regression analyses were performed to determine the diagnostic value of JUN and FOSB in MetS. The expression profiles and RT-qPCR results showed that JUN and FOSB were highly expressed in individuals with obesity, obese mouse models, and patients with MetS. The ROC analysis results showed an area under the curve values of 0.872 and 0.879 for JUN, 0.802 and 0.962 for FOSB, and 0.946 and 0.979 for JUN–FOSB in the lean group and the group with obesity, respectively, in predicting MetS. Logistic regression analysis showed that the p-values of both JUN and FOSB as MetS-affecting factors were <0.05. Altogether, the findings of this study indicate that both JUN and FOSB, abnormally expressed in individuals with obesity, are good biomarkers of MetS.

代谢综合征(MetS)是指与胰岛素抵抗相关的各种代谢紊乱,其发病率正在不断上升。本研究旨在确定预测 MetS 的新生物标志物,并提供一种新的诊断方法。在此,研究人员从基因表达总库(Gene Expression Omnibus)数据库中提取了肥胖症患者和 MetS 患者体内 c-Jun (JUN) 和 FBJ 小鼠骨肉瘤病毒癌基因同源物 B (FOSB) 的表达谱。采用定量反转录聚合酶链反应(RT-qPCR)评估了健康志愿者(瘦者和肥胖者)和 MetS 患者(瘦者和肥胖者)外周血中 JUN 和 FOSB 的信使 RNA 水平,以及肥胖小鼠模型脂肪组织和外周血中 JUN 和 FOSB 的信使 RNA 水平。此外,还进行了接收者操作特征曲线(ROC)和逻辑回归分析,以确定 JUN 和 FOSB 在 MetS 中的诊断价值。表达谱和 RT-qPCR 结果表明,JUN 和 FOSB 在肥胖者、肥胖小鼠模型和 MetS 患者中均有高表达。ROC分析结果显示,在预测MetS方面,瘦弱组和肥胖组中JUN的曲线下面积值分别为0.872和0.879,FOSB的曲线下面积值分别为0.802和0.962,JUN-FOSB的曲线下面积值分别为0.946和0.979。逻辑回归分析表明,JUN和FOSB作为MetS影响因素的P值均为<0.05。总之,本研究结果表明,在肥胖症患者中异常表达的 JUN 和 FOSB 都是 MetS 的良好生物标志物。
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引用次数: 0
Effects of dipeptidyl peptidase 4 inhibitors on the risk of acute respiratory failure in patients with type 2 diabetes mellitus: a meta-analysis of cardiovascular outcomes trials 二肽基肽酶 4 抑制剂对 2 型糖尿病患者急性呼吸衰竭风险的影响:心血管结局试验的荟萃分析
IF 2 4区 医学 Q4 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-09-12 DOI: 10.1507/endocrj.ej24-0164
Yan Wang, Caiyuan Yu, Xiaoyan Zheng, Yaya Wang, Wei Zhang

Dipeptidyl peptidase 4 (DPP-4) inhibitors are new antidiabetic drugs. Their effects on the respiratory system remain unclear. This study aimed to determine the association between DDP-4 inhibitors and acute respiratory failure (ARF) among patients with type 2 diabetes mellitus (T2DM). A meta-analysis was performed by searching the PubMed, Embase, and CENTRAL databases up to July 3rd, 2024, to identify randomized controlled, double-blind, and placebo controlled-cardiovascular outcomes trials (CVOTs) that enrolled participants with T2DM. A total of 6,532 studies were initially retrieved; ultimately, 5 large CVOTs enrolling 47,714 adult T2DM patients were included in the meta-analysis. Overall, there were a nonsignificant increase in the risk of ARF in the DDP-4 inhibitor group compared with the placebo group (RR, 1.72; 95% CI, 0.59 to 4.97; p = 0.319). This is the first meta-analysis to evaluate the association between DDP-4 inhibitors and ARF among T2DM patients. In general, these findings suggest that DPP-4 inhibitors may slightly, but non-significantly, increase the risk of ARF in T2DM patients. As few studies are available and few ARF events occurred, further well-designed large-scale studies need to be performed.

二肽基肽酶 4(DPP-4)抑制剂是一种新型抗糖尿病药物。它们对呼吸系统的影响尚不清楚。本研究旨在确定二肽基肽酶 4 抑制剂与 2 型糖尿病(T2DM)患者急性呼吸衰竭(ARF)之间的关系。研究人员通过检索 PubMed、Embase 和 CENTRAL 数据库(截至 2024 年 7 月 3 日),对纳入 T2DM 患者的随机对照、双盲和安慰剂对照心血管结局试验(CVOT)进行了荟萃分析。最初共检索到 6532 项研究,最终有 5 项大型 CVOT 纳入了荟萃分析,共纳入了 47714 名 T2DM 成年患者。总体而言,与安慰剂组相比,DDP-4 抑制剂组的 ARF 风险增加不明显(RR,1.72;95% CI,0.59 至 4.97;P = 0.319)。这是首次评估 DDP-4 抑制剂与 T2DM 患者 ARF 之间关系的荟萃分析。总的来说,这些研究结果表明,DPP-4 抑制剂可能会轻微但非显著地增加 T2DM 患者发生 ARF 的风险。由于现有的研究较少,发生 ARF 事件的情况也不多,因此需要进一步开展设计良好的大规模研究。
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Endocrine journal
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