Adrenocortical Adenoma

肾上腺皮质腺瘤
  • DOI:
    文章类型: Journal Article
    产生醛固酮的腺瘤是原发性醛固酮增多症的一种亚型。最近在多组学研究的进展导致了在遗传水平上理解原发性醛固酮增多症的重大进展。在与产生醛固酮的腺瘤的发展相关的各种基因中,KCNJ5(钾向内整流通道,亚科J,成员5)基因由于其作为原发性醛固酮增多症中最常见的体细胞突变基因而普遍存在,因此受到了相当大的关注。本文旨在整合KCNJ5基因参与醛固酮腺瘤发病机制的现有证据,从遗传学的角度加强对醛固酮产生腺瘤的潜在机制的理解,并为醛固酮腺瘤的临床诊断和治疗提供新的见解。
    Aldosterone-producing adenoma is a subtype of primary aldosteronism. Recent advancements in multi-omics research have led to significant progress in understanding primary aldosteronism at the genetic level. Among the various genes associated with the development of aldosterone-producing adenomas, the KCNJ5 (potassium inwardly rectifying channel, subfamily J, member 5) gene has received considerable attention due to its prevalence as the most common somatic mutation gene in primary aldosteronism. This paper aims to integrate the existing evidence on the involvement of KCNJ5 gene in the pathogenesis of aldosterone-producing adenomas, to enhance the understanding of the underlying mechanisms of aldosterone-producing adenomas from the perspective of genetics, and to provide novel insights for the clinical diagnosis and treatment of aldosterone-producing adenomas.
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  • 文章类型: English Abstract
    Objective: To investigate the value of serum dehydroepiandrosterone sulfate (DHEAS) in the differential diagnosis of primary bilateral macronodular adrenal hyperplasia (PBMAH) from nonfunctional adenoma tumors (NFA), adrenocortical adenoma (ADA) and Cushing\'s disease (CD). Methods: A cross-sectional study. The clinical data of 302 patients with PBMAH, NFA, ADA and CD diagnosed and treated in the First Medical Center of PLA General Hospital from January 2010 to June 2021 were retrospectively analyzed. Among them, 97 were males and 205 were females, aged (45.7±7.2) years. The area under receiver operating characteristic (ROC) curve was used to evaluate the DHEAS ratio (serum DHEAS value divided by the lower limit of normal reference range for the corresponding age and sex) and the 8∶00 adrenocorticotropic hormone (ACTH) level in the differential diagnosis of PBMAH from NFA, ADA and CD. The maximum value of Youden index was cut-off value. Results: Among the 302 patients, 33 were in PBMAH group, 125 were in NFA group, 67 were in ADA group, and 77 were in CD group. The DHEAS ratio in CD group, NFA group, PBMAH group and ADA group decreased successively, with values of 6.34(4.44, 9.93), 3.37(2.24, 4.79), 1.14(1.04, 2.40) and 0.58(0.27, 1.05), respectively. There was statistical significance among all groups (all P<0.01). The area under the ROC curve for distinguishing PBMAH from NFA, ADA and CD were 0.803, 0.741 and 0.930, and the cut-off value were 2.59, 0.99 and 2.92, respectively. The sensitivity was 66.1%, 64.2% and 87.9%, respectively. The specificity was 81.8%, 81.2% and 85.7%. According to the level of 8∶00 ACTH, PBMAH was divided into ACTH-inhibited group (ACTH<2.2 pmol/L,n=18) and ACTH-non-inhibited group (ACTH≥2.2 pmol/L, n=15).The DHEAS ratio in ACTH-non-inhibited PBMAH group was higher than that in ACTH-inhibited PBMAH group(P<0.01).The area under ROC curve of DHEAS ratio for identifying ACTH-non-inhibited PBMAH and CD was 0.877, the cut-off value was 4.55, the sensitivity was 93.3%, and the specificity was 75.3%. If the DHEAS ratio combined with 8∶00 ACTH was used as a differential diagnostic indicator, the area under the ROC curve for distinguishing ACTH-non-inhibitory PBMAH from CD can reach 0.967, with the sensitivity of 100.0% and the specificity of 81.8%. Conclusions: DHEAS ratios is different in PBMAH, NFA, ADA and CD patients, which can assist in the differential diagnosis of PBMAH from NFA、ADA and CD patients, especially in the differential diagnosis of ACTH-non-inhibited PBMAH patients and CD patients.
    目的: 探讨血清硫酸脱氢表雄酮(DHEAS)在原发性双侧肾上腺大结节样增生(PBMAH)与肾上腺无功能腺瘤(NFA)、肾上腺皮质腺瘤(ADA)、库欣病(CD)鉴别诊断中的价值。 方法: 横断面研究。回顾性分析解放军总医院第一医学中心2010年1月至2021年6月诊治的302例PBMAH、NFA、ADA、CD患者的临床资料,其中男97例,女205例,年龄(45.7±7.2)岁。采用受试者工作特征(ROC)曲线下面积评估DHEAS比值(血清DHEAS除以其相应年龄及性别正常参考值范围下限)及8点促肾上腺皮质激素(ACTH)水平鉴别诊断PBMAH与NFA、ADA、CD的效能,取约登指数最大值为cut-off值。 结果: 302例患者中PBMAH组33例,NFA组125例、ADA组67例和CD组77例。DHEAS比值在CD组、NFA组、PBMAH组及ADA组依次降低,分别为6.34(4.44,9.93)、3.37(2.24,4.79)、1.14(1.04,2.40)和0.58(0.27,1.05),各组间差异均有统计学意义(均P<0.01)。DHEAS比值将PBMAH与NFA、ADA、CD相鉴别的ROC曲线下面积分别为0.803、0.741、0.930,cut-off值分别为2.59、0.99、2.92,灵敏度分别为66.1%、64.2%、87.9%,特异度分别为81.8%、81.2%、85.7%。根据8点ACTH水平,将PBMAH分为ACTH抑制组(ACTH<2.2 pmol/L,n=18)和ACTH非抑制组(ACTH≥2.2 pmol/L,n=15),ACTH非抑制组DHEAS比值高于ACTH抑制组(P<0.01)。DHEAS比值鉴别ACTH非抑制PBMAH与CD的ROC曲线下面积为0.877,cut-off值为4.55,灵敏度93.3%,特异度75.3%。若DHEAS比值联合8点ACTH水平作为鉴别诊断指标,鉴别ACTH非抑制PBMAH与CD的ROC曲线下面积可达0.967,灵敏度100.0%,特异度81.8%。 结论: DHEAS比值在PBMAH、NFA、ADA、CD患者中存在差异,可协助PBMAH与NFA、ADA及CD的鉴别诊断,特别是在ACTH非抑制PBMAH与CD的鉴别诊断中更具有优势。.
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  • 文章类型: Journal Article
    背景:妊娠期功能性肾上腺腺瘤很少见,由于非特异性症状和有限的检查,诊断具有挑战性。在怀孕期间接受手术或仅接受药物治疗的患者的产科结局描述不佳。
    目的:目的是研究功能性肾上腺腺瘤与产科结局之间的关系。
    方法:在一个三级研究中心进行了20年的回顾性研究。临床特点,对确诊孕妇的管理和产科结局进行了回顾.
    结果:从2002年1月到2022年9月,共有12名妇女在怀孕期间被诊断为功能性肾上腺腺瘤。八名妇女患有分泌皮质醇的肾上腺腺瘤,两个有过量的儿茶酚胺分泌,两个人患有原发性醛固酮症。妊娠期肾上腺腺瘤的初始症状包括高血压或先兆子痫,妊娠期糖尿病或孕前糖尿病,低钾血症和瘀斑。四名妇女在怀孕期间接受了肾上腺切除术,而8名妇女只接受了药物治疗。早产发生在所有接受药物治疗的患者中,而1例接受手术的患者经历了早产。在医疗组的8名妇女中,3名新生儿死亡。
    结论:一旦高血压,高血糖和低钾血症发生在妊娠早期或中期,患有肾上腺腺瘤的孕妇应通过实验室和影像学检查进行评估。由于肾上腺腺瘤的严重程度,母体和胎儿的结局是不可预测的。特别是仅接受药物治疗的患者。建议在怀孕期间进行肾上腺切除术。
    BACKGROUND: Functioning adrenal adenoma during pregnancy is rare, and the diagnosis is challenging owing to unspecific symptoms and restricted investigations. The obstetric outcomes of patients who undergo surgery during pregnancy or who receive only medical treatment are poorly described.
    OBJECTIVE: The aim was to investigate the associations between functioning adrenal adenomas and obstetric outcomes.
    METHODS: A retrospective study was performed in a tertiary center over 20 years. The clinical characteristics, management and obstetric outcomes of the diagnosed pregnant women were reviewed.
    RESULTS: A total of 12 women were diagnosed with functioning adrenal adenomas during pregnancy from January 2002 to September 2022. Eight women had cortisol-secreting adrenal adenomas, two had excessive catecholamine secretion, and two had primary aldosteronism. The initial symptoms of adrenal adenoma during pregnancy included hypertension or preeclampsia, gestational diabetes mellitus or prepregnancy diabetes mellitus, hypokalemia and ecchymosis. Four women underwent adrenalectomy during pregnancy, while 8 women received only medical therapy. Preterm birth occurred in all patients who received medicine, whereas 1 patient who underwent surgery experienced preterm birth. Among the 8 women in the medical treatment group, 3 had neonates who died.
    CONCLUSIONS: Once hypertension, hyperglycemia and hypokalemia occur during the 1st or 2nd trimester, pregnant women with adrenal adenomas should be evaluated via laboratory and imaging examinations. The maternal and fetal outcomes were unpredictable owing to the severity of adrenal adenoma, particularly in patients who received only medical treatment. Adrenalectomy should be recommended during pregnancy.
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  • 文章类型: Case Reports
    先天性肾上腺增生(CAH)是一组与肾上腺类固醇生物合成相关的常染色体隐性遗传疾病,主要由编码21-羟化酶的CYP21A2基因突变引起。肾上腺肿瘤常见于CAH,但功能性肾上腺肿瘤很少见.这里,我们报告了一名17岁的女性,患有外生殖器和原发性闭经,伴有右肾上腺肿瘤.她的17-OHP水平正常,皮质醇和雄激素水平显著升高,肿瘤病理为肾上腺皮质腺瘤。CYP21A2的基因检测显示外显子4中c.518T>A,内含子2中c.29313C>G。应考虑未经治疗的21-OH缺乏的经典CAH引起功能性肾上腺皮质腺瘤的可能性。当临床诊断高度考虑CAH,不能排除功能性肾上腺肿瘤分泌功能对17-OHP的影响时,应进行基因突变分析.
    Congenital adrenal hyperplasia (CAH) is a group of autosomal recessive disorders related to adrenal steroid biosynthesis, and mainly caused by mutations in the CYP21A2 gene encoding 21-hydroxylase. Adrenal tumors are common in CAH, but functional adrenal tumors are rare. Here, we report a 17-year-old female with virilized external genitalia and primary amenorrhea, accompanied by a right adrenal tumor. Her 17-OHP level was normal, cortisol and androgen levels were significantly elevated, and the tumor pathology showed adrenal cortical adenoma. Gene testing for CYP21A2 showed c.518T > A in exon 4 and c.29313C > G in intron 2. The possibility of untreated classic CAH with 21-OH deficiency causing functional adrenal cortical adenoma should be considered. When clinical diagnosis highly considers CAH and cannot rule out the influence of functional adrenal tumors\' secretion function on 17-OHP, gene mutation analysis should be performed.
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  • 文章类型: Journal Article
    背景:已观察到体细胞突变可诱导产生醛固酮的腺瘤(APAs)。这些可能在怀孕期间加速。体细胞PRKACA突变在产生皮质醇的腺瘤(CPAs)中很常见。然而,他们在APA中的作用,特别是醛固酮和皮质醇产生腺瘤(A/CPAs),不是很了解。本研究旨在探讨PRKACA突变与妊娠期间A/CPA加速发育之间的关系。
    方法:一名原发性醛固酮增多症(PA)合并严重库欣综合征(CS)的患者在分娩后一年接受肾上腺肿瘤手术切除。病理检查显示,肾上腺皮质腺瘤的特征主要是肾小球带增生。体细胞突变分析显示存在体细胞PRKACA突变,它被各种计算数据库验证为有害突变。免疫组织化学结果显示细胞色素P450家族11亚家族B成员1(CYP11B1)染色呈阳性,细胞色素P450家族11亚家族B成员2(CYP11B2),和黄体生成素/绒毛膜促性腺激素受体(LHCGR)。我们的研究包括20例先前记录的醛固酮和皮质醇产生腺瘤(A/CPAs)病例的回顾,其中2例CYP11B1和CYP11B2同时呈阳性,与我们的发现一致.
    结论:PRKACA的体细胞突变可能与LHCGR的上调有关,协同驱动共同分泌肿瘤在怀孕期间加速生长,从而加剧疾病进展。
    BACKGROUND: Somatic mutations have been observed to induce aldosterone-producing adenomas (APAs). These may be accelerated during pregnancy. Somatic PRKACA mutations are common in cortisol-producing adenomas (CPAs). However, their role in APAs, particularly aldosterone- and cortisol-producing adenomas (A/CPAs), is not well understood. This study aims to investigate the association between PRKACA mutations and the accelerated development of A/CPAs during pregnancy.
    METHODS: A patient with primary aldosteronism (PA) associated with severe Cushing\'s syndrome (CS) underwent surgical resection of an adrenal tumor one year after delivery. Pathologic examination revealed an adrenocortical adenoma characterized primarily by zona glomerulosa hyperplasia. Somatic mutation analysis revealed the presence of the somatic PRKACA mutation, which was validated as a deleterious mutation by various computational databases. Immunohistochemical results showed positive staining for cytochrome P450 family 11 subfamily B member 1 (CYP11B1), cytochrome P450 family 11 subfamily B member 2 (CYP11B2), and luteinizing hormone/chorionic gonadotropin receptor (LHCGR). Our study included a review of 20 previously documented cases of aldosterone- and cortisol-producing adenomas (A/CPAs), two of which were concurrently positive for both CYP11B1 and CYP11B2, consistent with our findings.
    CONCLUSIONS: Somatic mutations in PRKACA may correlate with the upregulation of LHCGR, which synergistically drives the accelerated growth of co-secretion tumors during pregnancy, thereby exacerbating disease progression.
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  • 文章类型: Journal Article
    目的:开发并验证结合影像组学和病理学特征的列线图,以区分醛固酮产生腺瘤(APAs)和非功能性肾上腺腺瘤(NF-AAs)。
    方法:2011年1月至2022年11月间通过计算机断层扫描(CT)或病理分析诊断为肾上腺腺瘤的连续患者纳入本回顾性研究。CT图像和苏木精和伊红染色的载玻片用于注释和特征提取。选择的影像组学和病理学特征用于使用各种机器学习模型开发风险模型,并测定受试者工作特征曲线下面积(AUC)以评价诊断性能。将来自影像组学和病理学特征的预测结果组合并使用列线图可视化。
    结果:总共211例患者(APA,n=59;NF-AA,n=152)被纳入本研究,患者以8:2的比例随机分为训练集或测试集。ExtraTrees模型在影像组学测试集中的灵敏度为0.818,特异性为0.733,准确性为0.756(AUC=0.817;95%置信区间[CI]:0.675-0.958),在病理学测试集中的灵敏度为0.999,特异性为0.842,准确性为0.867(AUC=0.905,95%CI:0.792-1.000)。结合影像组学和病理学特征的列线图显示出很强的性能(AUC=0.912;95%CI:0.807-1.000)。
    结论:结合影像组学和病理学特征的列线图显示出较强的预测准确性和辨别能力。该模型可以帮助临床医生区分APA和NF-AA。
    OBJECTIVE: To develop and validate a nomogram combining radiomics and pathology features to distinguish between aldosterone-producing adenomas (APAs) and nonfunctional adrenal adenomas (NF-AAs).
    METHODS: Consecutive patients diagnosed with adrenal adenomas via computed tomography (CT) or pathologic analysis between January 2011 and November 2022 were eligible for inclusion in this retrospective study. CT images and hematoxylin & eosin-stained slides were used for annotation and feature extraction. The selected radiomics and pathology features were used to develop a risk model using various machine learning models, and the area under the receiver operating characteristic curve (AUC) was determined to evaluate diagnostic performance. The predicted results from radiomics and pathology features were combined and visualized using a nomogram.
    RESULTS: A total of 211 patients (APAs, n = 59; NF-AAs, n = 152) were included in this study, with patients randomly divided into either the training set or the testing set at a ratio of 8:2. The ExtraTrees model yielded a sensitivity of 0.818, a specificity of 0.733, and an accuracy of 0.756 (AUC = 0.817; 95% confidence interval [CI]: 0.675-0.958) in the radiomics testing set and a sensitivity of 0.999, a specificity of 0.842, and an accuracy of 0.867 (AUC = 0.905, 95% CI: 0.792-1.000) in the pathology testing set. A nomogram combining radiomics and pathology features demonstrated a strong performance (AUC = 0.912; 95% CI: 0.807-1.000).
    CONCLUSIONS: A nomogram combining radiomics and pathology features demonstrated strong predictive accuracy and discrimination capability. This model may help clinicians to distinguish between APAs and NF-AAs.
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  • 文章类型: Journal Article
    背景:目前,关于异位肾上腺皮质腺瘤的病例和诊断数据很少,特别是它们对性腺功能和定位诊断技术的影响。我们报告了一个典型的异位肾上腺皮质腺瘤和治疗随访数据,并复习了31例异位肾上腺皮质腺瘤的文献。
    方法:一名27岁的中国女性患者因高血压入院,高血糖和原发性闭经。患者功能诊断为ACTH非依赖性CS和低促性腺激素性性腺功能减退。放射学评估,包括计算机断层扫描(CT)和功能成像,发现左肾门有肿块.手术切除后的组织学评估证实肿块为异位肾上腺皮质腺瘤。随后的3个月随访显示没有疾病复发的迹象,观察到皮质醇轴的迅速恢复,性腺轴部分恢复。
    方法:我们的文献综述表明,皮质醇腺瘤最常见的异位区域是肾门和肝区。最积极的生物标志物是MelanA,只有少数病例被诊断为功能定位。
    结论:异位肾上腺皮质腺瘤早期可能无症状,并可影响性腺功能。治疗性腺机能减退症的医生必须意识到需要测试皮质醇水平并对存在肿块的患者进行功能定位。
    BACKGROUND: Currently, there is a scarcity of cases and diagnostic data regarding ectopic adrenocortical adenomas, particularly in relation to their impact on gonadal function and localization diagnostic techniques. We report a typical case of ectopic adrenocortical adenomas and the data of treatment follow-up, and review the literature of 31 available cases of ectopic adrenocortical adenomas.
    METHODS: A 27-year-old Chinese female patient was admitted to our hospital for hypertension, hyperglycaemia and primary amenorrhea. The patient was functionally diagnosed with ACTH-independent CS and hypogonadotropic hypogonadism. Radiological evaluations, including Computed Tomography (CT) and functional imaging, identified a mass at the left renal hilum. Histological assessments post-surgical excision confirmed the mass to be an ectopic adrenocortical adenoma. A subsequent 3-month follow-up showed no signs of disease recurrence, a swift recovery of the cortisol axis was observed, with a partial recuperation of the gonadal axis.
    METHODS: Our literature review shows that the most common ectopic areas of cortisol adenomas are renal hilum and hepatic region. The most positive biomarker is Melan A, and only a few cases have been diagnosed with functional localization.
    CONCLUSIONS: Ectopic adrenocortical adenomas may be asymptomatic in the early stage and can impact gonadal function. Physicians who treat hypogonadism must be aware of the need to test cortisol levels and perform functional localization in patients with lumps present.
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  • 文章类型: Journal Article
    背景:目前肾上腺皮质肿瘤的诊断标准主要基于形态学。免疫组织化学(IHC)和组织化学的应用是有限的。
    方法:为了评估临床病理特征的诊断和预后效用,形态学,辅助生物标志物,和肾上腺皮质肿瘤的网状组织化学。我们检查了从病理档案中获得的28例肾上腺皮质癌(ACC)和50例肾上腺皮质腺瘤(ACA)。从医疗记录中检索临床数据。两名病理学家独立评估了苏木精和伊红染色的载玻片,对所有肿瘤采用改良的Weiss标准,对嗜酸细胞变异体采用Lin-Weiss-Bisceglia标准。免疫组织化学标记(Calretinin,α-抑制素,MelanA,SF-1,Ki-67,PHH3,IGF-2,β-连环蛋白,P53,CYP11B1,CYP11B2,MLH1,MSH2,MSH6,PMS2,EPCAM)和Gomori银组织化学。统计分析利用SPSS统计26。
    结果:与ACA相比,ACC表现出更大的肿瘤大小(P<0.001)和症状表现(P=0.031)。改良的Weiss标准和血管浸润的参数证明了对ACCs的诊断价值。六种免疫组织化学抗体((MelanA,Ki-67,IGF-2,β-catenin,P53和CYP11B1)和网织蛋白骨架改变显示出诊断价值。值得注意的是,最推荐Ki-67和网织蛋白染色。ACCs中经常出现明显的网织蛋白染色(P<0.001)。Ki-67在ACCs中显著增高(P<0.001)。21个常规和7个嗜酸细胞实体显示不同的坏死频率。症状和Ki-67指数≥30%是ACCs的预后,与较短的生存有关。
    结论:本研究强调了网状蛋白骨架改变和高Ki-67指数的诊断价值。CYP11B1、IGF2、P53、β-联蛋白和黑色素A等标志物也有助于ACCs的诊断。症状和Ki-67指数≥30%预测生存期较短。这些发现鼓励在肾上腺皮质肿瘤的评估中使用辅助标记,例如网状蛋白组织化学和Ki-67。
    BACKGROUND: Current diagnostic criteria of adrenocortical neoplasms are mostly based on morphology. The utility of immunohistochemistry (IHC) and histochemistry is limited.
    METHODS: To evaluate the diagnostic and prognostic utility of clinicopathological features, morphology, ancillary biomarkers, and reticular histochemistry in adrenocortical neoplasms. We examined 28 adrenocortical carcinomas (ACCs) and 50 adrenocortical adenomas (ACAs) obtained from pathology archives. Clinical data were retrieved from medical records. Two pathologists independently assessed hematoxylin and eosin-stained slides, employing modified Weiss criteria for all tumors and Lin-Weiss-Bisceglia criteria for oncocytic variants. Immunohistochemical markers (Calretinin, alpha-inhibin, MelanA, SF-1, Ki-67, PHH3, IGF-2, β-catenin, P53, CYP11B1, CYP11B2, MLH1, MSH2, MSH6, PMS2, EPCAM) and Gomori\'s Silver histochemistry were applied. Statistical analysis utilized SPSS Statistics 26.
    RESULTS: ACCs exhibited larger tumor sizes (P<0.001) and symptomatic presentations (P = 0.031) compared to ACAs. Parameters of modified Weiss criteria and angioinvasion demonstrated diagnostic value for ACCs. Six immunohistochemical antibodies((MelanA, Ki-67, IGF-2, β-catenin, P53 and CYP11B1) and reticulin framework alterations showed diagnostic value. Notably, Ki-67 and reticulin staining were most recommended. Evident reticulin staining was frequently present in ACCs (P<0.001). Ki-67 was significantly higher in ACCs (P<0.001). Twenty-one conventional and seven oncocytic entities showed different necrosis frequencies. Symptoms and Ki-67 index ≥ 30% were prognostic for ACCs, correlating with shorter survival.
    CONCLUSIONS: This study emphasizes the diagnostic value of reticulin framework alterations and a high Ki-67 index. Markers such as CYP11B1, IGF2, P53, β-catenin and MelanA also contribute to the diagnosis of ACCs. Symptoms and Ki-67 index ≥ 30% predict shorter survival. These findings encourges the use of ancillary markers such as reticulin histochemistry and Ki-67 in the workup of evaluations of adrenocortical neoplasms.
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  • 文章类型: Journal Article
    背景:您只看一次版本5(YOLOv5),用于对象检测和分类的一阶段深度学习(DL)算法,提供了识别目标的高速度和准确性。
    目的:探讨使用YOLOv5算法在计算机断层扫描(CT)图像上非侵入性区分醛固酮产生腺瘤(APAs)和非功能性肾上腺皮质腺瘤(NF-ACAs)的可行性。
    方法:本研究共纳入2011年1月至2022年7月间诊断为ACA的235例患者。215名患者中,81例(37.7%)有APA,134例(62.3%)有NF-ACA,它们以9:1的比例随机分为训练集或验证集。另外20名患者,包括8(40.0%)的APA和12(60.0%)的NF-ACA,是为测试集收集的。五个子模型(YOLOv5n,YOLOv5s,YOLOv5m,YOLOv5l,和YOLOv5的YOLOv5x)在数据集上进行了训练和评估。
    结果:在测试集中,YOLOv5x的mAP_0.5值(0.988)高于YOLOv5n的值(0.969),YOLOv5s(0.965),YOLOv5m(0.974),和YOLOv5L(0.983)。YOLOv5x的mAP_0.5:0.95值(0.711)也高于YOLOv5n的值(0.587),YOLOv5s(0.674),YOLOv5m(0.671),和YOLOv5l(0.698)在测试集中。在测试集中,YOLOv5n的推理速度为2.4ms,这是五个子模型中最快的。
    结论:YOLOv5算法可以准确有效地区分CT图像上的APA和NF-ACA,尤其是YOLOV5X具有最佳的识别性能。
    BACKGROUND: You Only Look Once version 5 (YOLOv5), a one-stage deep-learning (DL) algorithm for object detection and classification, offers high speed and accuracy for identifying targets.
    OBJECTIVE: To investigate the feasibility of using the YOLOv5 algorithm to non-invasively distinguish between aldosterone-producing adenomas (APAs) and non-functional adrenocortical adenomas (NF-ACAs) on computed tomography (CT) images.
    METHODS: A total of 235 patients who were diagnosed with ACAs between January 2011 and July 2022 were included in this study. Of the 215 patients, 81 (37.7%) had APAs and 134 (62.3%) had NF-ACAs\' they were randomly divided into either the training set or the validation set at a ratio of 9:1. Another 20 patients, including 8 (40.0%) with APA and 12 (60.0%) with NF-ACA, were collected for the testing set. Five submodels (YOLOv5n, YOLOv5s, YOLOv5m, YOLOv5l, and YOLOv5x) of YOLOv5 were trained and evaluated on the datasets.
    RESULTS: In the testing set, the mAP_0.5 value for YOLOv5x (0.988) was higher than the values for YOLOv5n (0.969), YOLOv5s (0.965), YOLOv5m (0.974), and YOLOv5l (0.983). The mAP_0.5:0.95 value for YOLOv5x (0.711) was also higher than the values for YOLOv5n (0.587), YOLOv5s (0.674), YOLOv5m (0.671), and YOLOv5l (0.698) in the testing set. The inference speed of YOLOv5n was 2.4 ms in the testing set, which was the fastest among the five submodels.
    CONCLUSIONS: The YOLOv5 algorithm can accurately and efficiently distinguish between APAs and NF-ACAs on CT images, especially YOLOv5x has the best identification performance.
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  • 文章类型: Case Reports
    背景:Gitelman综合征(GS),也被称为家族性低钾血症和低镁血症,是一种罕见的常染色体隐性遗传性疾病,由远端肾小管中钠和氯离子的重吸收受损引起的原发性肾脏脱盐作用引起。我们报告了一例GS的临床和遗传特征,伴有Graves病和非肾上腺皮质激素(ACTH)依赖性肾上腺皮质腺瘤。
    方法:患者为45岁女性,住进了我们的医院,由于左肾上腺占位性病变为主诉。
    方法:患者最终诊断为GS伴Graves病和肾上腺皮质腺瘤。
    方法:天冬氨酸钾镁(1788mg/d,每天口服3次(每天补充几次,进气方法,治疗持续时间)。含有217.2毫克钾和70.8毫克镁,和氯化钾(4.5克/天,每天口服3次(每天补充几次,进气方法,和治疗持续时间);钾2356毫克),螺内酯(20mg/d,每天口服一次(每天补充几次,进气方法,治疗持续时间)。治疗3个月后,患者血钾波动在3.3-3.6mmol/L之间,血镁在0.5-0.7mmol/L之间波动,表明疲劳症状的缓解。
    结果:在住院的第6天,头晕的症状,四肢疲劳,患者的疲劳和疼痛得到完全缓解。在第二年的后续行动中,没有发现这种情况的复发。
    结论:新型c.1444-10(IVS11)G>A变异可能是剪接突变。SLC12A3基因的复合杂合突变可能是该GS家系的致病原因。
    BACKGROUND: Gitelman syndrome (GS), also known as familial hypokalemia and hypomagnesemia, is a rare autosomal recessive inherited disease caused by primary renal desalinization caused by impaired reabsorption of sodium and chloride ions in the distal renal tubules. We report a case of clinical and genetic characteristics of GS accompanied with Graves disease and adrenocorticotrophic hormone (ACTH)-independent adrenocortical adenoma.
    METHODS: The patient is a 45 year old female, was admitted to our hospital, due to a left adrenal gland occupying lesion as the chief complaint.
    METHODS: The patient was finally diagnosed as GS with Graves disease and adrenocortical adenoma.
    METHODS: Potassium magnesium aspartate (1788 mg/d, taken orally 3 times a day (supplement a few times a day, intake method, treatment duration). Contains 217.2 mg of potassium and 70.8 mg of magnesium, and potassium chloride (4.5 g/d, taken orally 3 times a day (supplement a few times a day, intake method, and treatment duration); Potassium 2356 mg), spironolactone (20 mg/d, taken orally once a day (supplement a few times a day, intake method, treatment duration). After 3 months of treatment, the patient\'s blood potassium fluctuated between 3.3-3.6 mmol/L, and blood magnesium fluctuated between 0.5-0.7 mmol/L, indicating a relief of fatigue symptoms.
    RESULTS: On the day 6 of hospitalization, the symptoms of dizziness, limb fatigue, fatigue and pain were completely relieved on patient. In the follow-up of the following year, no recurrence of the condition was found.
    CONCLUSIONS: The novel c.1444-10(IVS11)G > A variation may be a splicing mutation. The compound heterozygous mutations of the SLC12A3 gene may be the pathogenic cause of this GS pedigree.
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