TY - JOUR
T1 - Differential gene expression analysis of papillary thyroid carcinoma reveals important genes for lymph node metastasis
AU - Nazarie, Wan Fahmi Wan Mohamad
AU - Yusof, Azliana Mohamad
AU - Tieng, Francis Yew Fu
AU - Pakarulrazy, Nur Fadhlina Mohamad
AU - Muhammad, Rohaizak
AU - Suhaimi, Shahrun Niza Abdullah
AU - Latar, Nani Harlina Md
AU - Saidin, Sazuita
AU - Rose, Isa Mohamed
AU - Lee, Learn Han
AU - Mutalib, Nurul Syakima Ab
N1 - Publisher Copyright:
© 2022, HH Publisher. All rights reserved.
PY - 2022/1/20
Y1 - 2022/1/20
N2 - Background: Papillary thyroid carcinoma (PTC) is the most prevalent thyroid cancer. We explored the differential gene expression (DEG) of the transcriptional regulation in thyroid cancer with the main aim of determining the genes involved in lymph node metastasis (LNM) in PTC. Methods: We employed a bioinformatics pipeline for RNA-Seq analysis in PTC with and without LNM at the gene expression level. We performed read mapping, read quantitation, and DEG analysis using STAR, Cufflinks, and Cuffdiff, respectively. Subsequently, functional annotation and pathway enrichment were carried out using FunRich (functional enrichment analysis tool). Results: Expression profiling revealed changes in the PTC with LNM (33 genes at p-value < 0.05 and log2 fold change |1.0|) compared to the adjacent normal thyroid, whereas 69 genes showed differential expressions in the PTC with lymph node negative (LNN) versus adjacent normal thyroid. We identified 31 significant DEGs in PTC LNM versus PTC LNN; and 44 significant DEGs between adjacent normal thyroid tissues from PTC LNM and PTC LNN. The biological processes of genes expressed at higher levels in PTC LNM compared to PTC LNN were involved in cell communication, energy pathway, and metabolism, whereas ion transport, energy pathways, and regulation of nucleobase, nucleoside, nucleotide, and nucleic acid metabolisms, were downregulated. Conclusion: These findings provide further evidence for the role of cellular transport regulatory processes in metastatic disease.
AB - Background: Papillary thyroid carcinoma (PTC) is the most prevalent thyroid cancer. We explored the differential gene expression (DEG) of the transcriptional regulation in thyroid cancer with the main aim of determining the genes involved in lymph node metastasis (LNM) in PTC. Methods: We employed a bioinformatics pipeline for RNA-Seq analysis in PTC with and without LNM at the gene expression level. We performed read mapping, read quantitation, and DEG analysis using STAR, Cufflinks, and Cuffdiff, respectively. Subsequently, functional annotation and pathway enrichment were carried out using FunRich (functional enrichment analysis tool). Results: Expression profiling revealed changes in the PTC with LNM (33 genes at p-value < 0.05 and log2 fold change |1.0|) compared to the adjacent normal thyroid, whereas 69 genes showed differential expressions in the PTC with lymph node negative (LNN) versus adjacent normal thyroid. We identified 31 significant DEGs in PTC LNM versus PTC LNN; and 44 significant DEGs between adjacent normal thyroid tissues from PTC LNM and PTC LNN. The biological processes of genes expressed at higher levels in PTC LNM compared to PTC LNN were involved in cell communication, energy pathway, and metabolism, whereas ion transport, energy pathways, and regulation of nucleobase, nucleoside, nucleotide, and nucleic acid metabolisms, were downregulated. Conclusion: These findings provide further evidence for the role of cellular transport regulatory processes in metastatic disease.
KW - Differentially expressed genes
KW - Lymph node metastasis
KW - Lymph node negative
KW - Papillary thyroid carcinoma
UR - http://www.scopus.com/inward/record.url?scp=85135458509&partnerID=8YFLogxK
U2 - 10.36877/pmmb.a0000269
DO - 10.36877/pmmb.a0000269
M3 - Article
AN - SCOPUS:85135458509
SN - 2637-1049
VL - 5
JO - Progress in Microbes and Molecular Biology
JF - Progress in Microbes and Molecular Biology
IS - 1
M1 - a0000269
ER -