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Differences in Gene Expression Profile of Primary Tumors in Metastatic and Non-Metastatic Papillary Thyroid Carcinoma—Do They Exist?
Molecular mechanisms of distant metastases (M1) in papillary thyroid cancer (PTC) are poorly understood. We attempted to analyze the gene expression profile in PTC primary tumors to seek the genes associated with M1 status and characterize their molecular function. One hundred and twenty-three patie...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7369779/ https://www.ncbi.nlm.nih.gov/pubmed/32610693 http://dx.doi.org/10.3390/ijms21134629 |
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author | Szpak-Ulczok, Sylwia Pfeifer, Aleksandra Rusinek, Dagmara Oczko-Wojciechowska, Malgorzata Kowalska, Malgorzata Tyszkiewicz, Tomasz Cieslicka, Marta Handkiewicz-Junak, Daria Fujarewicz, Krzysztof Lange, Dariusz Chmielik, Ewa Zembala-Nozynska, Ewa Student, Sebastian Kotecka-Blicharz, Agnieszka Kluczewska-Galka, Aneta Jarzab, Barbara Czarniecka, Agnieszka Jarzab, Michal Krajewska, Jolanta |
author_facet | Szpak-Ulczok, Sylwia Pfeifer, Aleksandra Rusinek, Dagmara Oczko-Wojciechowska, Malgorzata Kowalska, Malgorzata Tyszkiewicz, Tomasz Cieslicka, Marta Handkiewicz-Junak, Daria Fujarewicz, Krzysztof Lange, Dariusz Chmielik, Ewa Zembala-Nozynska, Ewa Student, Sebastian Kotecka-Blicharz, Agnieszka Kluczewska-Galka, Aneta Jarzab, Barbara Czarniecka, Agnieszka Jarzab, Michal Krajewska, Jolanta |
author_sort | Szpak-Ulczok, Sylwia |
collection | PubMed |
description | Molecular mechanisms of distant metastases (M1) in papillary thyroid cancer (PTC) are poorly understood. We attempted to analyze the gene expression profile in PTC primary tumors to seek the genes associated with M1 status and characterize their molecular function. One hundred and twenty-three patients, including 36 M1 cases, were subjected to transcriptome oligonucleotide microarray analyses: (set A—U133, set B—HG 1.0 ST) at transcript and gene group level (limma, gene set enrichment analysis (GSEA)). An additional independent set of 63 PTCs, including 9 M1 cases, was used to validate results by qPCR. The analysis on dataset A detected eleven transcripts showing significant differences in expression between metastatic and non-metastatic PTC. These genes were validated on microarray dataset B. The differential expression was positively confirmed for only two genes: IGFBP3, (most significant) and ECM1. However, when analyzed on an independent dataset by qPCR, the IGFBP3 gene showed no differences in expression. Gene group analysis showed differences mainly among immune-related transcripts, indicating the potential influence of tumor immune infiltration or signal within the primary tumor. The differences in gene expression profile between metastatic and non-metastatic PTC, if they exist, are subtle and potentially detectable only in large datasets. |
format | Online Article Text |
id | pubmed-7369779 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-73697792020-07-21 Differences in Gene Expression Profile of Primary Tumors in Metastatic and Non-Metastatic Papillary Thyroid Carcinoma—Do They Exist? Szpak-Ulczok, Sylwia Pfeifer, Aleksandra Rusinek, Dagmara Oczko-Wojciechowska, Malgorzata Kowalska, Malgorzata Tyszkiewicz, Tomasz Cieslicka, Marta Handkiewicz-Junak, Daria Fujarewicz, Krzysztof Lange, Dariusz Chmielik, Ewa Zembala-Nozynska, Ewa Student, Sebastian Kotecka-Blicharz, Agnieszka Kluczewska-Galka, Aneta Jarzab, Barbara Czarniecka, Agnieszka Jarzab, Michal Krajewska, Jolanta Int J Mol Sci Article Molecular mechanisms of distant metastases (M1) in papillary thyroid cancer (PTC) are poorly understood. We attempted to analyze the gene expression profile in PTC primary tumors to seek the genes associated with M1 status and characterize their molecular function. One hundred and twenty-three patients, including 36 M1 cases, were subjected to transcriptome oligonucleotide microarray analyses: (set A—U133, set B—HG 1.0 ST) at transcript and gene group level (limma, gene set enrichment analysis (GSEA)). An additional independent set of 63 PTCs, including 9 M1 cases, was used to validate results by qPCR. The analysis on dataset A detected eleven transcripts showing significant differences in expression between metastatic and non-metastatic PTC. These genes were validated on microarray dataset B. The differential expression was positively confirmed for only two genes: IGFBP3, (most significant) and ECM1. However, when analyzed on an independent dataset by qPCR, the IGFBP3 gene showed no differences in expression. Gene group analysis showed differences mainly among immune-related transcripts, indicating the potential influence of tumor immune infiltration or signal within the primary tumor. The differences in gene expression profile between metastatic and non-metastatic PTC, if they exist, are subtle and potentially detectable only in large datasets. MDPI 2020-06-29 /pmc/articles/PMC7369779/ /pubmed/32610693 http://dx.doi.org/10.3390/ijms21134629 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Szpak-Ulczok, Sylwia Pfeifer, Aleksandra Rusinek, Dagmara Oczko-Wojciechowska, Malgorzata Kowalska, Malgorzata Tyszkiewicz, Tomasz Cieslicka, Marta Handkiewicz-Junak, Daria Fujarewicz, Krzysztof Lange, Dariusz Chmielik, Ewa Zembala-Nozynska, Ewa Student, Sebastian Kotecka-Blicharz, Agnieszka Kluczewska-Galka, Aneta Jarzab, Barbara Czarniecka, Agnieszka Jarzab, Michal Krajewska, Jolanta Differences in Gene Expression Profile of Primary Tumors in Metastatic and Non-Metastatic Papillary Thyroid Carcinoma—Do They Exist? |
title | Differences in Gene Expression Profile of Primary Tumors in Metastatic and Non-Metastatic Papillary Thyroid Carcinoma—Do They Exist? |
title_full | Differences in Gene Expression Profile of Primary Tumors in Metastatic and Non-Metastatic Papillary Thyroid Carcinoma—Do They Exist? |
title_fullStr | Differences in Gene Expression Profile of Primary Tumors in Metastatic and Non-Metastatic Papillary Thyroid Carcinoma—Do They Exist? |
title_full_unstemmed | Differences in Gene Expression Profile of Primary Tumors in Metastatic and Non-Metastatic Papillary Thyroid Carcinoma—Do They Exist? |
title_short | Differences in Gene Expression Profile of Primary Tumors in Metastatic and Non-Metastatic Papillary Thyroid Carcinoma—Do They Exist? |
title_sort | differences in gene expression profile of primary tumors in metastatic and non-metastatic papillary thyroid carcinoma—do they exist? |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7369779/ https://www.ncbi.nlm.nih.gov/pubmed/32610693 http://dx.doi.org/10.3390/ijms21134629 |
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