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Integrative analysis of transcriptomic data for identification of T-cell activation-related mRNA signatures indicative of preterm birth
- Title
- Integrative analysis of transcriptomic data for identification of T-cell activation-related mRNA signatures indicative of preterm birth
- Authors
- Yoo J.Y.; Hyeon D.Y.; Shin Y.; Kim S.M.; You Y.-A.; Kim D.; Hwang D.; Kim Y.J.
- Ewha Authors
- 김영주; 유영아
- SCOPUS Author ID
- 김영주; 유영아
- Issue Date
- 2021
- Journal Title
- Scientific Reports
- ISSN
- 2045-2322
- Citation
- Scientific Reports vol. 11, no. 1
- Publisher
- Nature Research
- Indexed
- SCIE; SCOPUS
- Document Type
- Article
- Abstract
- Preterm birth (PTB), defined as birth at less than 37 weeks of gestation, is a major determinant of neonatal mortality and morbidity. Early diagnosis of PTB risk followed by protective interventions are essential to reduce adverse neonatal outcomes. However, due to the redundant nature of the clinical conditions with other diseases, PTB-associated clinical parameters are poor predictors of PTB. To identify molecular signatures predictive of PTB with high accuracy, we performed mRNA sequencing analysis of PTB patients and full-term birth (FTB) controls in Korean population and identified differentially expressed genes (DEGs) as well as cellular pathways represented by the DEGs between PTB and FTB. By integrating the gene expression profiles of different ethnic groups from previous studies, we identified the core T-cell activation pathway associated with PTB, which was shared among all previous datasets, and selected three representative DEGs (CYLD, TFRC, and RIPK2) from the core pathway as mRNA signatures predictive of PTB. We confirmed the dysregulation of the candidate predictors and the core T-cell activation pathway in an independent cohort. Our results suggest that CYLD, TFRC, and RIPK2 are potentially reliable predictors for PTB. © 2021, The Author(s).
- DOI
- 10.1038/s41598-021-81834-z
- Appears in Collections:
- 의과대학 > 의학과 > Journal papers
- Files in This Item:
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s41598-021-81834-z.pdf(5.28 MB)
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