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Diabetes and uterine fibroid diagnosis in midlife: Study of Women's Health Across the Nation (SWAN). 中年糖尿病与子宫肌瘤诊断:全国妇女健康研究(SWAN)。
Pub Date : 2024-09-11 DOI: 10.1210/clinem/dgae625
Susanna D Mitro,L Elaine Waetjen,Catherine Lee,Lauren A Wise,Eve Zaritsky,Siobán D Harlow,Samar R El Khoudary,Nanette Santoro,Daniel H Solomon,Rebecca C Thurston,Monique M Hedderson
BACKGROUNDFibroids are non-cancerous uterine tumors potentially associated with cardiovascular risk factors. We examined prospectively associations of glucose, insulin, sex hormone binding globulin (SHBG), and diabetes with incidence of fibroid diagnoses in midlife.METHODSParticipants in the Study of Women's Health Across the Nation (SWAN) cohort (n=2570) reported fibroid diagnoses at enrollment (1996-1997) and 13 follow-up visits (1996-2013). At all visits, we measured glucose, insulin, and SHBG in fasting blood samples and calculated homeostatic model assessment for insulin resistance (HOMA-IR). Diabetes was defined using glucose levels, self-reported diabetes, or diabetes medication use. We used discrete-time survival models to estimate hazard ratios (HR) and 95% confidence intervals (CI) for associations of time-varying biomarkers and diabetes with incident fibroid diagnoses, adjusted for demographics and healthcare utilization. We also evaluated effect modification by menopausal status.RESULTSAt baseline, 2.7% of participants (n=70) were using diabetes medication. Time-varying glucose, insulin, HOMA-IR, and SHBG were not associated with fibroid diagnosis. However, diabetes was associated with a 28% lower incidence of fibroid diagnosis (adjusted HR: 0.72, 95% CI: 0.44, 1.17), driven by participants using metformin (adjusted HR: 0.49, 95% CI: 0.21, 1.12), though precision was limited. After stratification by menopausal status, higher HOMA-IR and insulin were associated with greater incidence of fibroid diagnosis during premenopause but not perimenopause, while the inverse association between diabetes and fibroids was strongest during perimenopause.CONCLUSIONThe effect of diabetes and biomarkers on fibroids may vary by menopausal status. Fibroid risk may increase with insulin resistance and decrease with diabetes treatment.
背景纤维瘤是一种非癌症子宫肿瘤,可能与心血管风险因素有关。我们对葡萄糖、胰岛素、性激素结合球蛋白(SHBG)和糖尿病与中年子宫肌瘤诊断发病率的关系进行了前瞻性研究。方法全国妇女健康研究(SWAN)队列的参与者(n=2570)在入组(1996-1997 年)和 13 次随访(1996-2013 年)时报告了子宫肌瘤诊断。在所有随访中,我们都测量了空腹血样中的葡萄糖、胰岛素和 SHBG,并计算了胰岛素抵抗同形反应模型评估(HOMA-IR)。糖尿病是根据血糖水平、自我报告的糖尿病或糖尿病药物使用情况来定义的。我们使用离散时间生存模型来估算随时间变化的生物标志物和糖尿病与子宫肌瘤诊断的相关性的危险比 (HR) 和 95% 置信区间 (CI),并对人口统计学和医疗保健使用情况进行调整。结果基线时,2.7% 的参与者(70 人)正在服用糖尿病药物。时变血糖、胰岛素、HOMA-IR 和 SHBG 与子宫肌瘤诊断无关。然而,糖尿病与子宫肌瘤诊断率降低 28% 相关(调整后 HR:0.72,95% CI:0.44,1.17),使用二甲双胍的参与者也与之相关(调整后 HR:0.49,95% CI:0.21,1.12),但精确度有限。根据绝经状态进行分层后,HOMA-IR和胰岛素越高,绝经前子宫肌瘤诊断的发生率越高,而围绝经期子宫肌瘤诊断的发生率则越低,而糖尿病与子宫肌瘤之间的反向关联在围绝经期最强。子宫肌瘤的风险可能会随着胰岛素抵抗的增加而增加,并随着糖尿病治疗的进行而降低。
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引用次数: 0
Dedifferentiation as a stealthy disruptor of β-cell function in diabetes. 脱分化是糖尿病患者β细胞功能的隐形破坏者。
Pub Date : 2024-09-11 DOI: 10.1210/clinem/dgae624
Jinsook Son,Domenico Accili
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引用次数: 0
Predictors of fracture in middle-aged and older adults with type 2 diabetes and overweight or obesity. 患有 2 型糖尿病和超重或肥胖症的中老年人骨折的预测因素。
Pub Date : 2024-09-11 DOI: 10.1210/clinem/dgae623
Rachel E Elam,Karen C Johnson,Hongyan Xu,Carlos M Isales,Yanbin Dong,Laura D Carbone
CONTEXTPersons with type 2 diabetes have increased fracture risk that existing fracture risk assessment tools underestimate.OBJECTIVEIdentify fracture predictors in persons with type 2 diabetes and overweight or obesity, considering traditional and diabetes-related risk factors.DESIGNSecondary analysis of the Look AHEAD: Action for Health in Diabetes randomized clinical trial, with randomization from 2001-2004 and fracture follow-up until 2015.SETTINGMulticenter U.S. study.PARTICIPANTSMen and women 45-75 years old with type 2 diabetes and body mass index≥25 kg/m2.EXPOSURESPotential fracture predictors ascertained at randomization included traditional and diabetes-related risk factors (diabetes duration, diabetic neuropathy, antidiabetic medication use, hemoglobin A1c, and renal function). Total hip bone mineral density (BMD) was measured in a subcohort.MAIN OUTCOME MEASUREAll incident clinical fractures, ascertained by self-report and centrally adjudicated with medical records review.RESULTSOver a median 12.2 years follow-up, 649 of the 4,703 participants experienced at least one clinical fracture. Thiazolidinedione use [hazard ratio (HR):1.22, 95% confidence interval (CI):1.02-1.46] and insulin use [HR:1.34, 95% CI:1.08-1.66] were significant diabetes-related predictors of all clinical fractures. When measured in a subcohort (n=1,285), total hip BMD was the strongest modifiable predictor of all clinical fractures [Per 1 standard deviation (SD)=0.1 g/cm2 increase, HR:0.47, 95% CI:0.39-0.58].CONCLUSIONSThiazolidinedione and insulin use predict clinical fracture in middle-aged and older persons with type 2 diabetes and overweight or obesity. Evaluating BMD is advisable if these medications are prescribed. Fracture risk prediction tools may consider including thiazolidinedione and insulin use to refine prediction in this population.
背景2型糖尿病患者的骨折风险增加,而现有的骨折风险评估工具低估了这一风险。目的考虑到传统风险因素和糖尿病相关风险因素,确定2型糖尿病和超重或肥胖患者的骨折预测因素。随机化时确定的潜在骨折预测因素包括传统风险因素和糖尿病相关风险因素(糖尿病病程、糖尿病神经病变、抗糖尿病药物使用、血红蛋白 A1c 和肾功能)。结果在中位 12.2 年的随访期间,4703 名参与者中有 649 人至少发生过一次临床骨折。使用噻唑烷二酮[危险比 (HR):1.22,95% 置信区间 (CI):1.02-1.46]和使用胰岛素[HR:1.34,95% CI:1.08-1.66]是所有临床骨折的重要糖尿病相关预测因素。结论噻唑烷二酮和胰岛素的使用可预测患有 2 型糖尿病且超重或肥胖的中老年人的临床骨折。如果使用这些药物,最好对 BMD 进行评估。骨折风险预测工具可考虑将噻唑烷二酮和胰岛素的使用纳入其中,以完善对这一人群的预测。
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引用次数: 0
Limiting pre-menstrual endometrial Hypoxia Inducible Factor 2 Alpha may fine-tune endometrial function at menstruation. 限制月经前子宫内膜缺氧诱导因子 2 Alpha 可在月经期对子宫内膜功能进行微调。
Pub Date : 2024-09-11 DOI: 10.1210/clinem/dgae630
Rocío Martínez-Aguilar,Bethan M Rowley,Catherine Walker,Hilary O D Critchley,Peter Carmeliet,Jacqueline A Maybin
CONTEXTHeavy menstrual bleeding (HMB) is common and debilitating, but the precise endometrial mechanisms causing increased menstrual blood loss (MBL) remain undefined. We have previously identified a role for hypoxia in endometrial repair following progesterone withdrawal.OBJECTIVEAs hypoxia inducible factor 2 alpha (HIF2A) is known to alter vascular function in other tissues, we hypothesised that endometrial HIF2A is involved in pre-menstrual optimisation of endometrial function during the secretory phase to limit MBL.RESULTSWomen with objective HMB had higher endometrial HIF2A during the mid-secretory phase when compared to those with normal MBL (p=0.0269). In a mouse model of simulated menses, genetic or pharmacological manipulation of HIF2A did not significantly affect endometrial breakdown/repair, volume of MBL or endometrial hypoxia. However, 88% of Hif2a heterozygote mice reached early-full repair by 24h versus only 65% of wild-type mice. Mean MBL was 0.39 μl (±0.67) in Hif2a heterozygote mice versus 0.98 μl (±0.79) in wild-type mice. Conversely, when we increased HIF2A pre-menstrually, 11% reached early repair at by 8h versus 30% of vehicle-treated mice. Mean MBL was 2.61 μl (±1.10) in mice with HIF2A stabilisation and 2.24 μl (±1.14) in vehicle-treated mice. These non-significant but consistent trends indicate that increased endometrial HIF2A may contribute to delayed endometrial repair and HMB.CONCLUSIONSIncreased HIF2A in the secretory endometrium is unlikely to be sufficient to account for the phenotype of HMB, but limitation of HIF2 levels may optimise endometrial function at menstruation.
摘要大量月经出血(HMB)是一种常见的衰弱现象,但导致月经失血量(MBL)增加的子宫内膜机制仍未确定。我们之前已经确定了缺氧在黄体酮停用后的子宫内膜修复中的作用。目的由于已知缺氧诱导因子 2 alpha(HIF2A)可改变其他组织的血管功能,我们假设子宫内膜 HIF2A 参与了月经前分泌期子宫内膜功能的优化以限制 MBL。结果与 MBL 正常的妇女相比,客观 HMB 妇女在分泌中期的子宫内膜 HIF2A 较高(p=0.0269)。在模拟月经的小鼠模型中,对 HIF2A 进行遗传或药物控制并不会显著影响子宫内膜的分解/修复、MBL 的体积或子宫内膜缺氧。然而,88% 的 Hif2a 杂合子小鼠在 24 小时内达到早期完全修复,而野生型小鼠只有 65%。Hif2a 杂合子小鼠的平均 MBL 为 0.39 μl(±0.67),而野生型小鼠为 0.98 μl(±0.79)。相反,当我们在月经前增加 HIF2A 时,有 11% 的小鼠在 8 小时前达到早期修复,而用药物治疗的小鼠只有 30%。在 HIF2A 稳定的小鼠中,平均 MBL 为 2.61 μl(±1.10),而在用药物治疗的小鼠中,平均 MBL 为 2.24 μl(±1.14)。这些不显著但一致的趋势表明,子宫内膜 HIF2A 的增加可能会导致子宫内膜修复延迟和 HMB。
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引用次数: 0
Defining continuous glucose monitor time in range in a large community-based cohort without diabetes. 在一个以社区为基础的大型无糖尿病人群中定义连续血糖监测仪的量程时间。
Pub Date : 2024-09-11 DOI: 10.1210/clinem/dgae626
Nicole L Spartano,Naznin Sultana,Honghuang Lin,Huimin Cheng,Sophia Lu,David Fei,Joanne M Murabito,Maura E Walker,Howard A Wolpert,Devin W Steenkamp
CONTEXTContinuous glucose monitor (CGM) companies are beginning to market these sensors to populations without diabetes, but the range of CGM values clinicians should expect to see for this population is unclear because there have been no large studies reporting these ranges.OBJECTIVETo report the physiological range of continuous glucose monitor (CGM) time in range values observed across glycemic status, including individuals without diabetes, to serve as a reference for clinicians.DESIGNThe Framingham Heart Study, a prospective cohort study.SETTINGCommunity-dwelling individuals.PATIENTS OR PARTICIPANTSAdults with normoglycemia (n=560), prediabetes (n=463), and diabetes (n=152).INTERVENTIONWe conducted a cross-sectional investigation in participants who wore a Dexcom G6 Pro CGM for ≥7 complete days.MAIN OUTCOME MEASURESCGM metrics including mean glucose and time spent in glucose ranges.RESULTSNormoglycemic participants (mean age 58.5y, 64.5% women, 93.3% non-Hispanic white) spent 87.0% time in the 70-140mg/dL CGM range, and, on average, >15min/day (1.2% time) >180mg/dL. Furthermore, normoglycemic participants spent ∼3 hours/day (12.1% time) with CGM glucose >140mg/dL. On average, participants with prediabetes and diabetes spent 77.1% and 46.2% time in 70-140mg/dL, respectively.CONCLUSIONSOur results contribute to the understanding of the physiological CGM range in >1000 participants without diabetes. These results are also important for clinicians to reference as CGM sensors become more widely accessible to people without known diabetes.
CONTEXTC 连续血糖监测仪 (CGM) 公司开始向无糖尿病人群销售这些传感器,但临床医生在这一人群中应该看到的 CGM 值范围尚不清楚,因为还没有大型研究报告这些范围。OBJECTIVETO report the physiological range of continuous glucose monitor (CGM) time in range values observed across glycemic status, including individuals without diabetes, to serve as a reference for clinicians.设计弗雷明汉心脏研究,一项前瞻性队列研究。患者或参与者成人血糖正常者(560 人)、糖尿病前期者(463 人)和糖尿病患者(152 人).干预我们对佩戴 Dexcom G6 Pro CGM≥7 天的参与者进行了横断面调查。结果正常血糖参与者(平均年龄 58.5 岁,64.5% 为女性,93.3% 为非西班牙裔白人)87.0% 的时间在 70-140mg/dL CGM 范围内,平均 >180mg/dL >15 分钟/天(1.2% 的时间)。此外,血糖正常的参与者每天有 3 小时(12.1% 的时间)在 CGM 血糖 >140mg/dL 的范围内。结论我们的研究结果有助于了解 1000 多名无糖尿病参与者的 CGM 生理范围。随着 CGM 传感器越来越广泛地应用于未发现糖尿病的人群,这些结果对于临床医生来说也具有重要的参考价值。
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引用次数: 0
Incremental value of blood-based markers of liver fibrosis in cardiovascular risk stratification. 基于血液的肝纤维化标志物在心血管风险分层中的增量价值。
Pub Date : 2024-09-11 DOI: 10.1210/clinem/dgae619
Georgios Georgiopoulos,Stavros Athanasopoulos,Georgios Mavraganis,Christina Konstantaki,Maria Papaioannou,Dimitrios Delialis,Lasthenis Angelidakis,Marco Sachse,Dimitrios Papoutsis,Beyza Cavlan,Simon Tual-Chalot,Georgios Zervas,Kateryna Sopova,Asimina Mitrakou,Konstantinos Stellos,Kimon Stamatelopoulos
AIMSNon-alcoholic fatty liver disease (NAFLD) with advanced liver fibrosis is associated with cardiovascular disease (CVD). To examine if markers of vascular injury mediate the link between liver fibrosis non-invasive tests (LFNITs) and CVD events, and to compare the incremental predictive value of LFNITs over established CVD risk scores.METHODSConsecutively recruited individuals (n=1,692) with or without clinically overt coronary artery disease (CAD) from the Athens Cardiometabolic Cohort, were analysed. Fibrosis-4 index (FIB-4), NAFLD Fibrosis score (NFS), and BARD score were evaluated for direct and indirect associations with indices of subclinical arterial injury including carotid maximal wall thickness (maxWT) and pulse wave velocity (PWV) and with a composite of major adverse cardiovascular events (MACE) that consisted of cardiac death, acute myocardial infarction, or coronary revascularization (39-month median follow-up).RESULTSFIB-4 was the only LFNIT which consistently associated with multiple markers of vascular injury, irrespective of CAD presence and after controlling for traditional risk factors, surrogates of insulin resistance or obesity (adjusted p<0.05 for all). FIB-4 also independently associated with CAD presence (adjusted OR 6.55 (3.48-12.3), p<0.001). Increased FIB-4>2.67 was incrementally associated with increased risk for MACE (OR (95% CI) 2.00(1.12, 3.55), deltaAUC (95% CI) 0.014(0.002-0.026)). These associations were mediated by maxWT rather than PWV. Only FIB-4 (>3.25) was independently and incrementally associated with all-cause mortality (adjusted p<0.05).CONCLUSIONSIn a cardio-metabolically diverse population, the incremental associations of LFNITs with CVD outcomes were mediated by atherosclerotic burden rather than arterial stiffening. FIB-4 consistently demonstrated associations with all study endpoints. These findings provide mechanistic insights and support the clinical applicability of FIB-4 in CVD prevention.
目的晚期肝纤维化的非酒精性脂肪肝(NAFLD)与心血管疾病(CVD)有关。方法对雅典心脏代谢队列中连续招募的患有或未患有临床上明显的冠状动脉疾病(CAD)的个体(n=1,692)进行分析。评估了纤维化-4指数(FIB-4)、非酒精性脂肪肝纤维化评分(NFS)和BARD评分与亚临床动脉损伤指数(包括颈动脉最大壁厚(maxWT)和脉搏波速度(PWV))以及主要不良心血管事件(MACE)(包括心源性死亡、急性心肌梗死或冠状动脉血运重建)的直接和间接关联(中位随访39个月)。结果FIB-4是唯一一种与多种血管损伤标志物持续相关的LFNIT,无论是否存在CAD,在控制了传统风险因素、胰岛素抵抗或肥胖的替代物后(调整后p2.67与MACE风险增加呈递增关系(OR(95% CI)2.00(1.12,3.55),deltaAUC(95% CI)0.014(0.002-0.026))。这些关联是由最大脉搏波速度而不是脉搏波速度介导的。只有 FIB-4(>3.25)与全因死亡率有独立的递增关系(调整后 p<0.05)。FIB-4 始终与所有研究终点相关。这些发现提供了机理上的见解,并支持 FIB-4 在心血管疾病预防中的临床应用。
{"title":"Incremental value of blood-based markers of liver fibrosis in cardiovascular risk stratification.","authors":"Georgios Georgiopoulos,Stavros Athanasopoulos,Georgios Mavraganis,Christina Konstantaki,Maria Papaioannou,Dimitrios Delialis,Lasthenis Angelidakis,Marco Sachse,Dimitrios Papoutsis,Beyza Cavlan,Simon Tual-Chalot,Georgios Zervas,Kateryna Sopova,Asimina Mitrakou,Konstantinos Stellos,Kimon Stamatelopoulos","doi":"10.1210/clinem/dgae619","DOIUrl":"https://doi.org/10.1210/clinem/dgae619","url":null,"abstract":"AIMSNon-alcoholic fatty liver disease (NAFLD) with advanced liver fibrosis is associated with cardiovascular disease (CVD). To examine if markers of vascular injury mediate the link between liver fibrosis non-invasive tests (LFNITs) and CVD events, and to compare the incremental predictive value of LFNITs over established CVD risk scores.METHODSConsecutively recruited individuals (n=1,692) with or without clinically overt coronary artery disease (CAD) from the Athens Cardiometabolic Cohort, were analysed. Fibrosis-4 index (FIB-4), NAFLD Fibrosis score (NFS), and BARD score were evaluated for direct and indirect associations with indices of subclinical arterial injury including carotid maximal wall thickness (maxWT) and pulse wave velocity (PWV) and with a composite of major adverse cardiovascular events (MACE) that consisted of cardiac death, acute myocardial infarction, or coronary revascularization (39-month median follow-up).RESULTSFIB-4 was the only LFNIT which consistently associated with multiple markers of vascular injury, irrespective of CAD presence and after controlling for traditional risk factors, surrogates of insulin resistance or obesity (adjusted p<0.05 for all). FIB-4 also independently associated with CAD presence (adjusted OR 6.55 (3.48-12.3), p<0.001). Increased FIB-4>2.67 was incrementally associated with increased risk for MACE (OR (95% CI) 2.00(1.12, 3.55), deltaAUC (95% CI) 0.014(0.002-0.026)). These associations were mediated by maxWT rather than PWV. Only FIB-4 (>3.25) was independently and incrementally associated with all-cause mortality (adjusted p<0.05).CONCLUSIONSIn a cardio-metabolically diverse population, the incremental associations of LFNITs with CVD outcomes were mediated by atherosclerotic burden rather than arterial stiffening. FIB-4 consistently demonstrated associations with all study endpoints. These findings provide mechanistic insights and support the clinical applicability of FIB-4 in CVD prevention.","PeriodicalId":22632,"journal":{"name":"The Journal of Clinical Endocrinology & Metabolism","volume":"38 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142215592","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Relationship between radiation dose and markers of insulin resistance and inflammation in atomic bomb survivors. 原子弹爆炸幸存者的辐射剂量与胰岛素抵抗和炎症指标之间的关系。
Pub Date : 2024-09-10 DOI: 10.1210/clinem/dgae621
Yoshimi Tatsukawa,Richard Sposto,Michiko Yamada,Waka Ohishi,Misa Imaizumi,Ayumi Hida,Ritsu Sakata,Saeko Fujiwara,Shuhei Nakanishi,Haruya Ohno
CONTEXTIn recent studies of childhood cancer survivors, diabetes has been considered a late effect associated with high therapeutic doses of radiation therapy. Our recent study of atomic bomb (A-bomb) survivors also suggested an association between radiation dose and diabetes incidence, with exposure city and age at exposure as radiation dose effect modifiers. Insulin resistance mediated by systemic inflammation and abnormal body composition has been suggested as a possible primary mechanism for the incidence of diabetes after total body irradiation, however, no studies have examined low-to- moderate radiation exposure (<4 Gy) and insulin resistance in A-bomb survivors.OBJECTIVESTo examine the association between radiation dose and markers of inflammation and insulin resistance.METHODSThis study investigated 3,152 survivors who underwent a health examination between 2008 and 2012 and who were younger than 15 years at exposure. Multivariate linear regression analyses were used to evaluate the radiation effects on levels of markers of inflammation and insulin resistance.RESULTSRadiation dose was significantly and positively associated with levels of CRP, triglycerides, homeostasis model assessment of β-cell function (HOMA-β), and HOMA of insulin resistance (HOMA-IR) after adjustment for relevant covariates including sex, city, and age at exposure. Adiponectin and HDL cholesterol levels were also associated significantly and negatively with radiation dose. However, city was not a dose modifier of the radiation response on these markers of inflammation and insulin resistance.CONCLUSIONSInsulin resistance might be a possible factor in the radiation related diabetes incidence in the A-bomb survivors.
内容提要 在最近对儿童癌症幸存者的研究中,糖尿病被认为是与高治疗剂量放射治疗有关的晚期效应。我们最近对原子弹(A-bomb)幸存者的研究也表明,辐射剂量与糖尿病发病率之间存在关联,辐射城市和辐射年龄是辐射剂量效应的调节因子。目的:研究辐射剂量与炎症指标和胰岛素抵抗之间的关系。方法:本研究调查了 3,152 名在 2008 年至 2012 年期间接受健康检查、受辐射时年龄小于 15 岁的幸存者。结果辐射剂量与 CRP、甘油三酯、β 细胞功能稳态模型评估(HOMA-β)和胰岛素抵抗 HOMA(HOMA-IR)的水平呈显著正相关。脂联素和高密度脂蛋白胆固醇水平也与辐射剂量呈显著负相关。结论胰岛素抵抗可能是导致原子弹爆炸幸存者中与辐射相关的糖尿病发病率的一个因素。
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引用次数: 0
RNA Splicing Events in Circulation Distinguish Individuals with and without New-Onset Type 1 Diabetes. 血液循环中的 RNA 剪接事件可区分新发 1 型糖尿病患者与非新发 1 型糖尿病患者。
Pub Date : 2024-09-10 DOI: 10.1210/clinem/dgae622
Bobbie-Jo M Webb-Robertson,Wenting Wu,Javier E Flores,Lisa M Bramer,Farooq Syed,Sarah A Tersey,Sarah C May,Emily K Sims,Carmella Evans-Molina,Raghavendra G Mirmira
CONTEXTAlterations in RNA splicing may influence protein isoform diversity that contributes to or reflects the pathophysiology of certain diseases. Whereas specific RNA splicing events in pancreatic islets have been investigated in models of inflammation in vitro, how RNA splicing in the circulation correlates with or is reflective of T1D disease pathophysiology in humans remains unexplored.OBJECTIVETo use machine learning to investigate if alternative RNA splicing events differ between individuals with and without new-onset type 1 diabetes (T1D) and to determine if these splicing events provide insight into T1D pathophysiology.METHODSRNA deep sequencing was performed on whole blood samples from two independent cohorts: a training cohort consisting of 12 individuals with new-onset T1D and 12 age- and sex-matched nondiabetic controls and a validation cohort of the same size and demographics. Machine learning analysis was used to identify specific isoforms that could distinguish individuals with T1D from controls.RESULTSDistinct patterns of RNA splicing differentiated participants with T1D from unaffected controls. Notably, certain splicing events, particularly involving retained introns, showed significant association with T1D. Machine learning analysis using these splicing events as features from the training cohort demonstrated high accuracy in distinguishing between T1D subjects and controls in the validation cohort. Gene Ontology pathway enrichment analysis of the retained intron category showed evidence for a systemic viral response in T1D subjects.CONCLUSIONSAlternative RNA splicing events in whole blood are significantly enriched in individuals with new-onset T1D and can effectively distinguish these individuals from unaffected controls. Our findings also suggest that RNA splicing profiles offer the potential to provide insights into disease pathogenesis.
摘要:RNA剪接的变化可能会影响蛋白质同工酶的多样性,从而导致或反映某些疾病的病理生理学。目的利用机器学习研究新发1型糖尿病(T1D)患者与非新发1型糖尿病(T1D)患者之间的RNA剪接事件是否存在差异,并确定这些剪接事件是否有助于深入了解T1D的病理生理学。方法对两个独立队列的全血样本进行了RSNA深度测序:一个训练队列由12名新发T1D患者和12名年龄和性别匹配的非糖尿病对照组组成,另一个验证队列具有相同的规模和人口统计学特征。结果不同的 RNA 剪接模式将 T1D 患者与未受影响的对照组区分开来。值得注意的是,某些剪接事件,尤其是涉及保留内含子的剪接事件,与 T1D 有显著关联。使用这些剪接事件作为训练队列特征的机器学习分析表明,在区分验证队列中的 T1D 受试者和对照组时具有很高的准确性。对保留的内含子类别进行的基因本体通路富集分析表明,有证据表明 T1D 受试者存在全身性病毒反应。我们的研究结果还表明,RNA剪接图谱具有深入了解疾病发病机制的潜力。
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引用次数: 0
In Memoriam, Lewis Braverman, MD (1929–2019) 纪念,刘易斯·布雷弗曼,医学博士(1929-2019)
Pub Date : 2019-09-01 DOI: 10.1210/JC.2019-01602
E. Pearce
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引用次数: 1
Epitope-Specific Antitumor Immunity Suppresses Tumor Spread in Papillary Thyroid Cancer 表位特异性抗肿瘤免疫抑制甲状腺乳头状癌的肿瘤扩散
Pub Date : 2017-07-01 DOI: 10.1210/jc.2016-2469
M. Ehlers, A. Kuebart, H. Hautzel, J. Enczmann, A. Reis, M. Haase, S. Allelein, T. Dringenberg, C. Schmid, M. Schott
ContextPapillary thyroid cancer (PTC) is characterized by a lymphocytic infiltration. PTC patients with lymphocytic infiltration may have a better clinical outcome.ObjectiveCharacterization of tumor epitope-specific immunity and correlation analyses with the clinical outcome.Patients150 PTC patients; 40 Hashimoto thyroiditis (HT) patients; 21 healthy controls; 27,239 healthy whites (for HLA typing).Main Outcome MeasuresHLA class I restricted thyroperoxidase (TPO) and thyroglobulin (Tg) epitope-specific T cells (tetramer analyses), correlation analyses between HLA class II phenotypes, T cell immunity, and the clinical course.ResultsThe frequency of TPO- and Tg-specific CD8+ T cells in PTC patients was largely increased compared with healthy controls (TPO and Tg, P < 0.005 and P < 0.005) and was similar to those in HT patients. HLA-DQB1*03-positive PTC patients had a significantly lower risk [risk ratio (RR), 0.170; 95% confidence interval (CI), 0.037 to 0.755; P < 0.05] and HLA-DRB1*03-positive and HLA-DQB1*02-positive PTC patients a significantly higher risk (HLA-DRB1*03: RR, 4.400; 95% CI, 1.378 to 14.05; P < 0.05; HLA-DQB1*02: RR, 3.692; 95% CI, 1.102 to 12.38; P < 0.05) for distant metastases, compared with patients with other haplotypes. HLA-DQB1*03-positive PTC patients revealed an increased responsiveness of tumor epitopes in vitro. These tumor epitope-specific CD8+ T cells were also found in lymph node metastases of HLA-DQB1*03-positive PTC patients.ConclusionWe demonstrate a tumor epitope-specific immunity in PTC patients and the protective role of HLA-DQB1*03 against metastatic spread. These results have direct implications for new treatment options with immune checkpoint inhibitors.
背景:甲状腺乳头状癌(PTC)以淋巴细胞浸润为特征。伴有淋巴细胞浸润的PTC患者可能具有较好的临床预后。目的探讨肿瘤表位特异性免疫的特点及其与临床预后的相关性。150例PTC患者;桥本甲状腺炎(HT)患者40例;健康对照21人;27239名健康白人(用于HLA分型)。主要观察指标:HLAⅰ类限制性甲状腺过氧化物酶(TPO)和甲状腺球蛋白(Tg)表位特异性T细胞(四聚体分析),HLAⅱ类表型、T细胞免疫与临床病程的相关性分析。结果PTC患者TPO和Tg特异性CD8+ T细胞频率明显高于健康对照组(TPO和Tg分别P < 0.005和P < 0.005),与HT患者相似。HLA-DQB1*03阳性PTC患者的风险明显降低[风险比(RR), 0.170;95%置信区间(CI), 0.037 ~ 0.755;P < 0.05]且HLA-DRB1*03阳性和HLA-DQB1*02阳性PTC患者的风险显著增高(HLA-DRB1*03: RR, 4.400;95% CI, 1.378 ~ 14.05;P < 0.05;Hla-dqb1 *02: rr, 3.692;95% CI, 1.102 ~ 12.38;P < 0.05)远端转移,与其他单倍型患者相比。HLA-DQB1*03阳性PTC患者在体外显示肿瘤表位的反应性增加。这些肿瘤表位特异性CD8+ T细胞也在HLA-DQB1*03阳性PTC患者的淋巴结转移中发现。结论HLA-DQB1*03在PTC患者中具有肿瘤表位特异性免疫,对转移扩散具有保护作用。这些结果对免疫检查点抑制剂的新治疗选择具有直接意义。
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引用次数: 11
期刊
The Journal of Clinical Endocrinology & Metabolism
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