Identification of prognostic signature with seven LncRNAs for papillary thyroid carcinoma
With the increasing incidence of thyroid cancer (TC), the prognostic risk assessment of thyroid cancer has been becoming more and more important. The aim of this study was to screen TC-related biomarkers and identify key multi-long non coding RNA (lncRNA) signature for prognostic risk assessment of...
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Published in | Advances in medical sciences Vol. 67; no. 1; pp. 103 - 113 |
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Main Authors | , , , , , , |
Format | Journal Article |
Language | English |
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01.03.2022
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Abstract | With the increasing incidence of thyroid cancer (TC), the prognostic risk assessment of thyroid cancer has been becoming more and more important. The aim of this study was to screen TC-related biomarkers and identify key multi-long non coding RNA (lncRNA) signature for prognostic risk assessment of papillary TC.
The lncRNAs differentially expressed between TC tissue and adjacent normal tissue was identified by R language. Bioinformatics analysis was applied to screen the lncRNAs significantly associated with prognosis in TC patients and build the multi-lncRNA signature. The lncRNAs were annotated by co-expression and enrichment analysis to demonstrate the underlying mechanism of their effect on prognosis.
285 up-regulated and 174 down-regulated differently expressed lncRNAs were identified. Based on seven signature lncRNAs (AL591846.2, AC253536.3, AC004112.1, LINC00900, AC008555.1, TNRC6C-AS1, LINC01736) a prognostic risk assessment model was built. The model can segregate the patients into the high-risk and low-risk groups (P value <0.0001, CI: 0.02∼0.14). ROC analysis revealed that the area under the curve reached 0.86, indicating that this model had an excellent sensitivity and specificity. Also, the model could act as an independent prognostic indication (HR = 2.90, P value = 0.0094 with multivariate analysis). Annotation results further supported and enriched our understanding of the seven signature lncRNAs. Importantly, expression levels of three of the seven lncRNAs were confirmed in Gene Expression Omnibus (GEO) data.
This study has provided a promising method for the prognostic risk assessment in patients with TC. |
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AbstractList | With the increasing incidence of thyroid cancer (TC), the prognostic risk assessment of thyroid cancer has been becoming more and more important. The aim of this study was to screen TC-related biomarkers and identify key multi-long non coding RNA (lncRNA) signature for prognostic risk assessment of papillary TC.PURPOSEWith the increasing incidence of thyroid cancer (TC), the prognostic risk assessment of thyroid cancer has been becoming more and more important. The aim of this study was to screen TC-related biomarkers and identify key multi-long non coding RNA (lncRNA) signature for prognostic risk assessment of papillary TC.The lncRNAs differentially expressed between TC tissue and adjacent normal tissue was identified by R language. Bioinformatics analysis was applied to screen the lncRNAs significantly associated with prognosis in TC patients and build the multi-lncRNA signature. The lncRNAs were annotated by co-expression and enrichment analysis to demonstrate the underlying mechanism of their effect on prognosis.MATERIAL AND METHODSThe lncRNAs differentially expressed between TC tissue and adjacent normal tissue was identified by R language. Bioinformatics analysis was applied to screen the lncRNAs significantly associated with prognosis in TC patients and build the multi-lncRNA signature. The lncRNAs were annotated by co-expression and enrichment analysis to demonstrate the underlying mechanism of their effect on prognosis.285 up-regulated and 174 down-regulated differently expressed lncRNAs were identified. Based on seven signature lncRNAs (AL591846.2, AC253536.3, AC004112.1, LINC00900, AC008555.1, TNRC6C-AS1, LINC01736) a prognostic risk assessment model was built. The model can segregate the patients into the high-risk and low-risk groups (P value <0.0001, CI: 0.02∼0.14). ROC analysis revealed that the area under the curve reached 0.86, indicating that this model had an excellent sensitivity and specificity. Also, the model could act as an independent prognostic indication (HR = 2.90, P value = 0.0094 with multivariate analysis). Annotation results further supported and enriched our understanding of the seven signature lncRNAs. Importantly, expression levels of three of the seven lncRNAs were confirmed in Gene Expression Omnibus (GEO) data.RESULTS285 up-regulated and 174 down-regulated differently expressed lncRNAs were identified. Based on seven signature lncRNAs (AL591846.2, AC253536.3, AC004112.1, LINC00900, AC008555.1, TNRC6C-AS1, LINC01736) a prognostic risk assessment model was built. The model can segregate the patients into the high-risk and low-risk groups (P value <0.0001, CI: 0.02∼0.14). ROC analysis revealed that the area under the curve reached 0.86, indicating that this model had an excellent sensitivity and specificity. Also, the model could act as an independent prognostic indication (HR = 2.90, P value = 0.0094 with multivariate analysis). Annotation results further supported and enriched our understanding of the seven signature lncRNAs. Importantly, expression levels of three of the seven lncRNAs were confirmed in Gene Expression Omnibus (GEO) data.This study has provided a promising method for the prognostic risk assessment in patients with TC.CONCLUSIONSThis study has provided a promising method for the prognostic risk assessment in patients with TC. With the increasing incidence of thyroid cancer (TC), the prognostic risk assessment of thyroid cancer has been becoming more and more important. The aim of this study was to screen TC-related biomarkers and identify key multi-long non coding RNA (lncRNA) signature for prognostic risk assessment of papillary TC. The lncRNAs differentially expressed between TC tissue and adjacent normal tissue was identified by R language. Bioinformatics analysis was applied to screen the lncRNAs significantly associated with prognosis in TC patients and build the multi-lncRNA signature. The lncRNAs were annotated by co-expression and enrichment analysis to demonstrate the underlying mechanism of their effect on prognosis. 285 up-regulated and 174 down-regulated differently expressed lncRNAs were identified. Based on seven signature lncRNAs (AL591846.2, AC253536.3, AC004112.1, LINC00900, AC008555.1, TNRC6C-AS1, LINC01736) a prognostic risk assessment model was built. The model can segregate the patients into the high-risk and low-risk groups (P value <0.0001, CI: 0.02∼0.14). ROC analysis revealed that the area under the curve reached 0.86, indicating that this model had an excellent sensitivity and specificity. Also, the model could act as an independent prognostic indication (HR = 2.90, P value = 0.0094 with multivariate analysis). Annotation results further supported and enriched our understanding of the seven signature lncRNAs. Importantly, expression levels of three of the seven lncRNAs were confirmed in Gene Expression Omnibus (GEO) data. This study has provided a promising method for the prognostic risk assessment in patients with TC. |
Author | Wang, Jihua Zhou, Bailing Xu, Shicai Guo, Chengang Li, Huafang Pan, Na Zeng, Qiangcheng |
Author_xml | – sequence: 1 givenname: Chengang surname: Guo fullname: Guo, Chengang email: gcg98_2013@163.com organization: Shandong Key Laboratory of Biophysics, Institute of Biophysics, Dezhou University, Shandong, Dezhou, China – sequence: 2 givenname: Huafang surname: Li fullname: Li, Huafang organization: Dezhou 2nd People's Hospital, Shandong, Dezhou, China – sequence: 3 givenname: Na surname: Pan fullname: Pan, Na organization: Dezhou 2nd People's Hospital, Shandong, Dezhou, China – sequence: 4 givenname: Shicai surname: Xu fullname: Xu, Shicai organization: Shandong Key Laboratory of Biophysics, Institute of Biophysics, Dezhou University, Shandong, Dezhou, China – sequence: 5 givenname: Qiangcheng surname: Zeng fullname: Zeng, Qiangcheng organization: Shandong Key Laboratory of Biophysics, Institute of Biophysics, Dezhou University, Shandong, Dezhou, China – sequence: 6 givenname: Bailing surname: Zhou fullname: Zhou, Bailing organization: Shandong Key Laboratory of Biophysics, Institute of Biophysics, Dezhou University, Shandong, Dezhou, China – sequence: 7 givenname: Jihua surname: Wang fullname: Wang, Jihua email: jhw25336@126.com organization: Shandong Key Laboratory of Biophysics, Institute of Biophysics, Dezhou University, Shandong, Dezhou, China |
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Keywords | Biomarker Thyroid cancer Long non-coding RNA (lncRNA) Bioinformatics Prognostic risk |
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Snippet | With the increasing incidence of thyroid cancer (TC), the prognostic risk assessment of thyroid cancer has been becoming more and more important. The aim of... |
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SubjectTerms | Bioinformatics Biomarker Biomarkers, Tumor - metabolism Gene Expression Profiling Gene Expression Regulation, Neoplastic Humans Kaplan-Meier Estimate Long non-coding RNA (lncRNA) Prognosis Prognostic risk RNA, Long Noncoding - genetics Thyroid cancer Thyroid Cancer, Papillary - genetics Thyroid Neoplasms - genetics |
Title | Identification of prognostic signature with seven LncRNAs for papillary thyroid carcinoma |
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