Dysregulation of KRT19, TIMP1, and CLDN1 gene expression is associated with thyroid cancer
Thyroid nodules are the main indicators of thyroid cancer, their malignancy is evaluated by cytological analysis and imaging technology, however, there are still cases where the result is not enough to classify thyroid cancer. Therefore, there is a necessity for accurate molecular biomarkers to coll...
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Veröffentlicht in: | Biochemical and biophysical research communications 2022-08, Vol.617 (Pt 1), p.55-59 |
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creator | Martínez-Camberos, Alejandra Alvarez-Arrazola, Marco Arámbula-Meraz, Eliakym Romero-Quintana, José Luque-Ortega, Fred Romo-Martinez, Enrique Sánchez-Urbina, Rocio Cedano-Prieto, Dora González-Castillo, Adrián García-Magallanes, Noemí |
description | Thyroid nodules are the main indicators of thyroid cancer, their malignancy is evaluated by cytological analysis and imaging technology, however, there are still cases where the result is not enough to classify thyroid cancer. Therefore, there is a necessity for accurate molecular biomarkers to collaborate in the diagnosis. Here, we analyzed the mRNA relative expression of CLDN1, TIMP1, and KRT19 genes in FNA of malignant (n = 48) and benign (n = 49) thyroid nodules by RT-qPCR analysis to assess their predictive value as cancer biomarkers. We identified a significant overexpression of the three transcripts in malignant nodules, therefore, the evaluation of their predictive capacity to distinguish between benign and malignant nodule as individual biomarkers were evaluated by logistic regression tests, obtaining promising prediction results to rule out cancer; later by random forest to create a stronger model, we included expression results with clinicopathological characteristics, the best model consists of the three-mRNA level expression with patient's history of cancer (AUC = 0.821, accuracy = 85.4% and sensitivity of 81.1%). These results demonstrate a dysregulated expression of CLDN1, KRT19 and TIMP1 in thyroid cancer, thus, represent a promising panel of biomarkers to be evaluated in indeterminate thyroid nodules.
•CLDN1, KRT19 and TIMP1 were significantly overexpressed in malignant thyroid nodules.•Strong correlation may suggest functional interactions during cancer progression.•High predictive value to rule out cancer as individual biomarkers. |
doi_str_mv | 10.1016/j.bbrc.2022.05.093 |
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•CLDN1, KRT19 and TIMP1 were significantly overexpressed in malignant thyroid nodules.•Strong correlation may suggest functional interactions during cancer progression.•High predictive value to rule out cancer as individual biomarkers.</description><identifier>ISSN: 0006-291X</identifier><identifier>EISSN: 1090-2104</identifier><identifier>DOI: 10.1016/j.bbrc.2022.05.093</identifier><identifier>PMID: 35679711</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>CLDN1 ; Expression ; KRT19 ; Thyroid cancer ; TIMP1</subject><ispartof>Biochemical and biophysical research communications, 2022-08, Vol.617 (Pt 1), p.55-59</ispartof><rights>2022 Elsevier Inc.</rights><rights>Copyright © 2022 Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c286t-e4d3aa184dc8437a92066ffd42313f5c68f313d937c5851c4eb5d16da0a865f13</citedby><cites>FETCH-LOGICAL-c286t-e4d3aa184dc8437a92066ffd42313f5c68f313d937c5851c4eb5d16da0a865f13</cites><orcidid>0000-0003-1026-7430 ; 0000-0002-4371-0665 ; 0000-0003-2646-106X ; 0000-0001-8442-2873 ; 0000-0002-3390-7683 ; 0000-0002-4204-2175 ; 0000-0001-8018-7749 ; 0000-0002-6295-1958</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.bbrc.2022.05.093$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35679711$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Martínez-Camberos, Alejandra</creatorcontrib><creatorcontrib>Alvarez-Arrazola, Marco</creatorcontrib><creatorcontrib>Arámbula-Meraz, Eliakym</creatorcontrib><creatorcontrib>Romero-Quintana, José</creatorcontrib><creatorcontrib>Luque-Ortega, Fred</creatorcontrib><creatorcontrib>Romo-Martinez, Enrique</creatorcontrib><creatorcontrib>Sánchez-Urbina, Rocio</creatorcontrib><creatorcontrib>Cedano-Prieto, Dora</creatorcontrib><creatorcontrib>González-Castillo, Adrián</creatorcontrib><creatorcontrib>García-Magallanes, Noemí</creatorcontrib><title>Dysregulation of KRT19, TIMP1, and CLDN1 gene expression is associated with thyroid cancer</title><title>Biochemical and biophysical research communications</title><addtitle>Biochem Biophys Res Commun</addtitle><description>Thyroid nodules are the main indicators of thyroid cancer, their malignancy is evaluated by cytological analysis and imaging technology, however, there are still cases where the result is not enough to classify thyroid cancer. Therefore, there is a necessity for accurate molecular biomarkers to collaborate in the diagnosis. Here, we analyzed the mRNA relative expression of CLDN1, TIMP1, and KRT19 genes in FNA of malignant (n = 48) and benign (n = 49) thyroid nodules by RT-qPCR analysis to assess their predictive value as cancer biomarkers. We identified a significant overexpression of the three transcripts in malignant nodules, therefore, the evaluation of their predictive capacity to distinguish between benign and malignant nodule as individual biomarkers were evaluated by logistic regression tests, obtaining promising prediction results to rule out cancer; later by random forest to create a stronger model, we included expression results with clinicopathological characteristics, the best model consists of the three-mRNA level expression with patient's history of cancer (AUC = 0.821, accuracy = 85.4% and sensitivity of 81.1%). These results demonstrate a dysregulated expression of CLDN1, KRT19 and TIMP1 in thyroid cancer, thus, represent a promising panel of biomarkers to be evaluated in indeterminate thyroid nodules.
•CLDN1, KRT19 and TIMP1 were significantly overexpressed in malignant thyroid nodules.•Strong correlation may suggest functional interactions during cancer progression.•High predictive value to rule out cancer as individual biomarkers.</description><subject>CLDN1</subject><subject>Expression</subject><subject>KRT19</subject><subject>Thyroid cancer</subject><subject>TIMP1</subject><issn>0006-291X</issn><issn>1090-2104</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNp9kEFPGzEQha0KVALtH-CAfOTAbmfstXdX4oICBdTQVlUqVVwsx54FR8lusDct-fdsFODY08zhe096H2PHCDkC6i_zfDaLLhcgRA4qh1p-YCOEGjKBUOyxEQDoTNT454AdpjQHQCx0_ZEdSKXLukQcsfvLTYr0sF7YPnQt7xr-7dcU6zM-vb37iWfctp6PJ5ffkT9QS5yeV5FS2qIhcZtS54LtyfN_oX_k_eMmdsFzZ1tH8RPbb-wi0efXe8R-f72ajm-yyY_r2_HFJHOi0n1GhZfWYlV4VxWytLUArZvGF0KibJTTVTM8vpalU5VCV9BMedTegq20alAesdNd7yp2T2tKvVmG5GixsC1162SELpVGgSgHVOxQF7s07G7MKoaljRuDYLZOzdxsnZqtUwPKDE6H0Mlr_3q2JP8eeZM4AOc7gIaVfwNFk1ygQYEPkVxvfBf-1_8CZqiF8Q</recordid><startdate>20220820</startdate><enddate>20220820</enddate><creator>Martínez-Camberos, Alejandra</creator><creator>Alvarez-Arrazola, Marco</creator><creator>Arámbula-Meraz, Eliakym</creator><creator>Romero-Quintana, José</creator><creator>Luque-Ortega, Fred</creator><creator>Romo-Martinez, Enrique</creator><creator>Sánchez-Urbina, Rocio</creator><creator>Cedano-Prieto, Dora</creator><creator>González-Castillo, Adrián</creator><creator>García-Magallanes, Noemí</creator><general>Elsevier Inc</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0003-1026-7430</orcidid><orcidid>https://orcid.org/0000-0002-4371-0665</orcidid><orcidid>https://orcid.org/0000-0003-2646-106X</orcidid><orcidid>https://orcid.org/0000-0001-8442-2873</orcidid><orcidid>https://orcid.org/0000-0002-3390-7683</orcidid><orcidid>https://orcid.org/0000-0002-4204-2175</orcidid><orcidid>https://orcid.org/0000-0001-8018-7749</orcidid><orcidid>https://orcid.org/0000-0002-6295-1958</orcidid></search><sort><creationdate>20220820</creationdate><title>Dysregulation of KRT19, TIMP1, and CLDN1 gene expression is associated with thyroid cancer</title><author>Martínez-Camberos, Alejandra ; Alvarez-Arrazola, Marco ; Arámbula-Meraz, Eliakym ; Romero-Quintana, José ; Luque-Ortega, Fred ; Romo-Martinez, Enrique ; Sánchez-Urbina, Rocio ; Cedano-Prieto, Dora ; González-Castillo, Adrián ; García-Magallanes, Noemí</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c286t-e4d3aa184dc8437a92066ffd42313f5c68f313d937c5851c4eb5d16da0a865f13</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>CLDN1</topic><topic>Expression</topic><topic>KRT19</topic><topic>Thyroid cancer</topic><topic>TIMP1</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Martínez-Camberos, Alejandra</creatorcontrib><creatorcontrib>Alvarez-Arrazola, Marco</creatorcontrib><creatorcontrib>Arámbula-Meraz, Eliakym</creatorcontrib><creatorcontrib>Romero-Quintana, José</creatorcontrib><creatorcontrib>Luque-Ortega, Fred</creatorcontrib><creatorcontrib>Romo-Martinez, Enrique</creatorcontrib><creatorcontrib>Sánchez-Urbina, Rocio</creatorcontrib><creatorcontrib>Cedano-Prieto, Dora</creatorcontrib><creatorcontrib>González-Castillo, Adrián</creatorcontrib><creatorcontrib>García-Magallanes, Noemí</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Biochemical and biophysical research communications</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Martínez-Camberos, Alejandra</au><au>Alvarez-Arrazola, Marco</au><au>Arámbula-Meraz, Eliakym</au><au>Romero-Quintana, José</au><au>Luque-Ortega, Fred</au><au>Romo-Martinez, Enrique</au><au>Sánchez-Urbina, Rocio</au><au>Cedano-Prieto, Dora</au><au>González-Castillo, Adrián</au><au>García-Magallanes, Noemí</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Dysregulation of KRT19, TIMP1, and CLDN1 gene expression is associated with thyroid cancer</atitle><jtitle>Biochemical and biophysical research communications</jtitle><addtitle>Biochem Biophys Res Commun</addtitle><date>2022-08-20</date><risdate>2022</risdate><volume>617</volume><issue>Pt 1</issue><spage>55</spage><epage>59</epage><pages>55-59</pages><issn>0006-291X</issn><eissn>1090-2104</eissn><abstract>Thyroid nodules are the main indicators of thyroid cancer, their malignancy is evaluated by cytological analysis and imaging technology, however, there are still cases where the result is not enough to classify thyroid cancer. Therefore, there is a necessity for accurate molecular biomarkers to collaborate in the diagnosis. Here, we analyzed the mRNA relative expression of CLDN1, TIMP1, and KRT19 genes in FNA of malignant (n = 48) and benign (n = 49) thyroid nodules by RT-qPCR analysis to assess their predictive value as cancer biomarkers. We identified a significant overexpression of the three transcripts in malignant nodules, therefore, the evaluation of their predictive capacity to distinguish between benign and malignant nodule as individual biomarkers were evaluated by logistic regression tests, obtaining promising prediction results to rule out cancer; later by random forest to create a stronger model, we included expression results with clinicopathological characteristics, the best model consists of the three-mRNA level expression with patient's history of cancer (AUC = 0.821, accuracy = 85.4% and sensitivity of 81.1%). These results demonstrate a dysregulated expression of CLDN1, KRT19 and TIMP1 in thyroid cancer, thus, represent a promising panel of biomarkers to be evaluated in indeterminate thyroid nodules.
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subjects | CLDN1 Expression KRT19 Thyroid cancer TIMP1 |
title | Dysregulation of KRT19, TIMP1, and CLDN1 gene expression is associated with thyroid cancer |
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