HUNT Research Centre, Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, NTNU, Norwegian University of Science and Technology, Levanger, Norway.
Department of Endocrinology, Clinic of Medicine, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway.
Eur J Endocrinol. 2022 Jun 20;187(2):231-240. doi: 10.1530/EJE-22-0083.
Diabetes is a heterogeneous disease and a precise diagnosis of diabetes subgroups is necessary to initiate proper early treatment and clinical management of the disease. Circulating small RNAs (sRNAs) are potentially diagnostic biomarkers in diseases, including diabetes. Here we aimed to examine whether profiles of circulating sRNAs differed between patients with autoimmune and non-autoimmune diabetes and non-diabetic controls.
This cross-sectional case-control study included participants from the third survey of the HUNT study.
We performed sRNA sequencing in serum from adult-onset type 1 diabetes (n = 51), type 2 diabetes (n = 50) and latent autoimmune diabetes in adult (LADA, n = 51), as well as non-diabetic HUNT3 participants as control group (n = 51). Differential expression analysis of the sRNAs was performed in R using limma-voom.
We identified differences in sRNA expression between autoimmune (type 1 diabetes and LADA) and non-autoimmune diabetes (type 2 diabetes) and between patients with diabetes and non-diabetic controls. Focusing on miRNA, we identified 10 differentially expressed mature miRNAs and 30 differentially expressed miRNA variants (isomiRs). We also identified significant changes within other sRNA classes, including a pronounced downregulation of a tRNA fragment in patients with diabetes compared to non-diabetic controls. We created cross-validated sRNA signatures based on the significant sRNAs that distinguished patients with diabetes from non-diabetic controls, and autoimmune from non-autoimmune diabetes, with high specificity and sensitivity. sRNA profiles did not distinguish between type 1 diabetes and LADA.
Circulating sRNAs are differentially expressed between patients with diabetes and non-diabetic controls and between autoimmune and non-autoimmune diabetes.
糖尿病是一种异质性疾病,需要对糖尿病亚组进行精确诊断,以便对疾病进行适当的早期治疗和临床管理。循环中的小 RNA(sRNA)是包括糖尿病在内的疾病的潜在诊断生物标志物。本研究旨在探讨自身免疫性和非自身免疫性糖尿病患者与非糖尿病对照者之间循环 sRNA 谱是否存在差异。
这项横断面病例对照研究纳入了 HUNT 研究第三次调查的参与者。
我们对成年发病 1 型糖尿病(n=51)、2 型糖尿病(n=50)和成人隐匿性自身免疫性糖尿病(LADA,n=51)患者以及非糖尿病 HUNT3 参与者(n=51)的血清进行了 sRNA 测序。在 R 中使用 limma-voom 进行 sRNA 的差异表达分析。
我们在自身免疫性(1 型糖尿病和 LADA)和非自身免疫性糖尿病(2 型糖尿病)以及糖尿病患者与非糖尿病对照者之间发现了 sRNA 表达的差异。聚焦于 miRNA,我们鉴定出了 10 个差异表达的成熟 miRNA 和 30 个差异表达的 miRNA 变体(isomiRs)。我们还发现其他 sRNA 类别也发生了显著变化,包括糖尿病患者中 tRNA 片段的显著下调。我们基于区分糖尿病患者与非糖尿病对照者以及自身免疫性与非自身免疫性糖尿病的显著 sRNA ,创建了经过交叉验证的 sRNA 特征,具有高特异性和敏感性。sRNA 谱无法区分 1 型糖尿病和 LADA。
循环 sRNA 在糖尿病患者与非糖尿病对照者以及自身免疫性和非自身免疫性糖尿病患者之间存在差异表达。