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Identification of Novel lncRNAs in Ovarian Cancer and Their Impact on Overall Survival
- Source :
- International Journal of Molecular Sciences, Vol 22, Iss 1079, p 1079 (2021), International Journal of Molecular Sciences, Volume 22, Issue 3
- Publication Year :
- 2021
- Publisher :
- MDPI AG, 2021.
-
Abstract
- Long non-coding RNA&rsquo<br />s (lncRNA) are RNA sequences that do not encode proteins and are greater than 200 nucleotides in length. They regulate complex cellular mechanisms and have been associated with prognosis in various types of cancer. We aimed to identify lncRNA sequences that are associated with high grade serous ovarian cancer (HGSC) and assess their impact on overall survival. RNA was extracted from 112 HGSC patients and 12 normal fallopian tube samples from our Biobank tissue repository. RNA was sequenced and the Ultrafast and Comprehensive lncRNA detection and quantification pipeline (UClncR) was used for the identification of lncRNA sequences. Univariate logistic and multivariate lasso regression analyses identified lncRNA that was associated with HGSC. Univariate and multivariate Cox proportional hazard ratios were used to evaluate independent predictors of survival. 1943 of 16,325 investigated lncRNA&rsquo<br />s were differentially expressed in HGSC as compared to controls (p &lt<br />0.001). Nine of these demonstrated association with cancer after multivariate lasso regression. Our multivariate analysis of survival identified four lncRNA&rsquo<br />s associated with survival in HGSC. Three out of these four were found to be independently significant after accounting for all clinical covariates. Lastly, seven lncRNAs were independently associated with initial response to chemotherapy<br />four portended a worse response, while three were associated with improved response. More research is needed, but there is potential for these lncRNAs to be used as biomarkers of HGSC or predictors of treatment outcome in the future.
- Subjects :
- Oncology
Multivariate statistics
Multivariate analysis
Time Factors
Kaplan-Meier Estimate
Carcinoma, Ovarian Epithelial
lcsh:Chemistry
RNA-Seq
lcsh:QH301-705.5
Spectroscopy
Biological Specimen Banks
Ovarian Neoplasms
long non-coding RNA
Hazard ratio
General Medicine
Genomics
Long non-coding RNA
Computer Science Applications
Gene Expression Regulation, Neoplastic
Treatment Outcome
ovarian cancer
Female
RNA, Long Noncoding
medicine.medical_specialty
overall survival
chemotherapy response
Antineoplastic Agents
Biology
Catalysis
Article
Inorganic Chemistry
Internal medicine
medicine
Biomarkers, Tumor
Humans
Physical and Theoretical Chemistry
Molecular Biology
Fallopian Tubes
Proportional Hazards Models
Retrospective Studies
Genome, Human
Gene Expression Profiling
Organic Chemistry
Univariate
RNA
Cancer
medicine.disease
lcsh:Biology (General)
lcsh:QD1-999
Case-Control Studies
Multivariate Analysis
Ovarian cancer
Subjects
Details
- Language :
- English
- ISSN :
- 16616596 and 14220067
- Volume :
- 22
- Issue :
- 1079
- Database :
- OpenAIRE
- Journal :
- International Journal of Molecular Sciences
- Accession number :
- edsair.doi.dedup.....f3421d392c5bfb9ee53bb5e19eb25390