Suppr超能文献

麻风病中微小RNA表达谱的特征分析及潜在生物标志物的鉴定

Characterization of MicroRNA Expression Profiles and Identification of Potential Biomarkers in Leprosy.

作者信息

Jorge Karina T O S, Souza Renan P, Assis Marieta T A, Araújo Marcelo G, Locati Massimo, Jesus Amélia M R, Dias Baptista Ida M F, Lima Cristiano X, Teixeira Antônio L, Teixeira Mauro M, Soriani Frederico M

机构信息

Departamento de Biologia Geral, Universidade Federal de Minas Gerais, Minas Gerais, Brazil.

Departamento de Clínica Médica, Faculdade de Medicina, Universidade Federal de Minas Gerais, Minas Gerais, Brazil.

出版信息

J Clin Microbiol. 2017 May;55(5):1516-1525. doi: 10.1128/JCM.02408-16. Epub 2017 Mar 8.

Abstract

Leprosy is an important cause of disability in the developing world. Early diagnosis is essential to allow for cure and to interrupt transmission of this infection. MicroRNAs (miRNAs) are important factors for host-pathogen interaction and they have been identified as biomarkers for various infectious diseases. The expression profile of 377 microRNAs were analyzed by TaqMan low-density array (TLDA) in skin lesions of tuberculoid and lepromatous leprosy patients as well as skin specimens from healthy controls. In a second step, 16 microRNAs were selected for validation experiments with reverse transcription-quantitative PCR (qRT-PCR) in skin samples from new individuals. Principal-component analysis followed by logistic regression model and receiver operating characteristic (ROC) curve analyses were performed to evaluate the diagnostic potential of selected miRNAs. Four patterns of differential expression were identified in the TLDA experiment, suggesting a diagnostic potential of miRNAs in leprosy. After validation experiments, a combination of four miRNAs (miR-101, miR-196b, miR-27b, and miR-29c) was revealed as able to discriminate between healthy control and leprosy patients with 80% sensitivity and 91% specificity. This set of miRNAs was also able to discriminate between lepromatous and tuberculoid patients with a sensitivity of 83% and 80% specificity. In this work, it was possible to identify a set of miRNAs with good diagnostic potential for leprosy.

摘要

麻风病是发展中国家导致残疾的一个重要原因。早期诊断对于实现治愈以及阻断这种感染的传播至关重要。微小RNA(miRNA)是宿主与病原体相互作用的重要因素,并且已被确定为多种传染病的生物标志物。通过TaqMan低密度阵列(TLDA)分析了377种微小RNA在结核样型和瘤型麻风病患者皮肤病变以及健康对照者皮肤标本中的表达谱。在第二步中,选择了16种微小RNA,用于在新个体的皮肤样本中通过逆转录定量PCR(qRT-PCR)进行验证实验。进行主成分分析,随后进行逻辑回归模型和受试者工作特征(ROC)曲线分析,以评估所选微小RNA的诊断潜力。在TLDA实验中确定了四种差异表达模式,表明微小RNA在麻风病中具有诊断潜力。经过验证实验,发现四种微小RNA(miR-101、miR-196b、miR-27b和miR-29c)的组合能够区分健康对照者和麻风病患者,灵敏度为80%,特异性为91%。这组微小RNA还能够区分瘤型和结核样型患者,灵敏度为83%,特异性为80%。在这项研究中,有可能鉴定出一组对麻风病具有良好诊断潜力的微小RNA。

相似文献

1
Characterization of MicroRNA Expression Profiles and Identification of Potential Biomarkers in Leprosy.
J Clin Microbiol. 2017 May;55(5):1516-1525. doi: 10.1128/JCM.02408-16. Epub 2017 Mar 8.
2
Differential Expression of MicroRNAs in Leprosy Skin Lesions.
Front Immunol. 2017 Aug 25;8:1035. doi: 10.3389/fimmu.2017.01035. eCollection 2017.
3
Altered profile of serum microRNAs in pancreatic cancer-associated new-onset diabetes mellitus.
J Diabetes. 2016 May;8(3):422-33. doi: 10.1111/1753-0407.12313. Epub 2015 Sep 15.
4
Identification of a plasma four-microRNA panel as potential noninvasive biomarker for osteosarcoma.
PLoS One. 2015 Mar 16;10(3):e0121499. doi: 10.1371/journal.pone.0121499. eCollection 2015.
5
Dysregulated Serum MicroRNA Expression Profile and Potential Biomarkers in Hepatitis C Virus-infected Patients.
Int J Med Sci. 2015 Jul 16;12(7):590-8. doi: 10.7150/ijms.11525. eCollection 2015.
6
Circulating microRNAs as biomarkers of adult Crohn's disease.
Eur J Gastroenterol Hepatol. 2015 Sep;27(9):1038-44. doi: 10.1097/MEG.0000000000000430.
7
Dysregulated Serum MiRNA Profile and Promising Biomarkers in Dengue-infected Patients.
Int J Med Sci. 2016 Feb 18;13(3):195-205. doi: 10.7150/ijms.13996. eCollection 2016.
9
HLA and leprosy in the pre and postgenomic eras.
Hum Immunol. 2006 Jun;67(6):439-45. doi: 10.1016/j.humimm.2006.03.009. Epub 2006 Apr 3.

引用本文的文献

2
Recent advances in the development and clinical application of miRNAs in infectious diseases.
Noncoding RNA Res. 2024 Sep 2;10:41-54. doi: 10.1016/j.ncrna.2024.09.005. eCollection 2025 Feb.
4
ncRNAs: an unexplored cellular defense mechanism in leprosy.
Front Genet. 2023 Dec 4;14:1295586. doi: 10.3389/fgene.2023.1295586. eCollection 2023.
6
A comprehensive analysis of the circRNA-miRNA-mRNA network in osteocyte-like cell associated with Mycobacterium leprae infection.
PLoS Negl Trop Dis. 2022 May 2;16(5):e0010379. doi: 10.1371/journal.pntd.0010379. eCollection 2022 May.
7
Transcriptomic Analysis of Stimulated Response in Peripheral Blood Mononuclear Cells Reveal Potential Biomarkers for Early Diagnosis of Leprosy.
Front Cell Infect Microbiol. 2021 Dec 21;11:714396. doi: 10.3389/fcimb.2021.714396. eCollection 2021.
8
Non-Coding RNAs in the Etiology and Control of Major and Neglected Human Tropical Diseases.
Front Immunol. 2021 Oct 19;12:703936. doi: 10.3389/fimmu.2021.703936. eCollection 2021.
9
A new paradigm for leprosy diagnosis based on host gene expression.
PLoS Pathog. 2021 Oct 25;17(10):e1009972. doi: 10.1371/journal.ppat.1009972. eCollection 2021 Oct.
10
Blood RNA signature RISK4LEP predicts leprosy years before clinical onset.
EBioMedicine. 2021 Jun;68:103379. doi: 10.1016/j.ebiom.2021.103379. Epub 2021 Jun 3.

本文引用的文献

1
Modulation of Host miRNAs by Intracellular Bacterial Pathogens.
Front Cell Infect Microbiol. 2016 Aug 3;6:79. doi: 10.3389/fcimb.2016.00079. eCollection 2016.
2
Immunohistochemical assessment of cell populations in leprosy-spectrum lesions and reactional forms.
Histol Histopathol. 2017 Apr;32(4):385-396. doi: 10.14670/HH-11-804. Epub 2016 Jul 22.
3
Pulmonary Tuberculosis Diagnosis: Where We Are?
Tuberc Respir Dis (Seoul). 2016 Jul;79(3):134-42. doi: 10.4046/trd.2016.79.3.134. Epub 2016 Jul 1.
4
Tuberculosis Biomarkers: From Diagnosis to Protection.
Infect Dis Rep. 2016 Jun 24;8(2):6568. doi: 10.4081/idr.2016.6568.
5
Gene Association with Leprosy: A Review of Published Data.
Front Immunol. 2016 Jan 12;6:658. doi: 10.3389/fimmu.2015.00658. eCollection 2015.
7
Update on the epidemiology, diagnosis, and treatment of leprosy.
Med Mal Infect. 2015 Sep;45(9):383-93. doi: 10.1016/j.medmal.2015.09.002. Epub 2015 Oct 1.
8
microRNA: Diagnostic Perspective.
Front Med (Lausanne). 2015 Aug 3;2:51. doi: 10.3389/fmed.2015.00051. eCollection 2015.
9
MicroRNA let-7 modulates the immune response to Mycobacterium tuberculosis infection via control of A20, an inhibitor of the NF-κB pathway.
Cell Host Microbe. 2015 Mar 11;17(3):345-356. doi: 10.1016/j.chom.2015.01.007. Epub 2015 Feb 12.
10

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验