Biomarker Discovery for Early Diagnosis of Papillary Thyroid Carcinoma Using High-Throughput Enhanced Quantitative Plasma Proteomics

The incidence of thyroid cancer (TC) has been increasing over the last 50 years worldwide. A higher rate of overdiagnosis in indolent thyroid lesions has resulted in unnecessary treatment. An accurate detection of TC at an early stage is highly demanded. We aim to develop an enhanced isobaric labeli...

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Veröffentlicht in:Journal of proteome research 2023-10, Vol.22 (10), p.3200-3212
Hauptverfasser: Lu, Hongsheng, Pan, Yin, Ruan, Yanyun, Zhu, Chumeng, Hassan, Hozeifa M., Gao, Junshun, Gao, Junli, Fan, Lilong, Liang, Xi, Wang, Hong, Ying, Shenpeng, Chen, Qi
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container_end_page 3212
container_issue 10
container_start_page 3200
container_title Journal of proteome research
container_volume 22
creator Lu, Hongsheng
Pan, Yin
Ruan, Yanyun
Zhu, Chumeng
Hassan, Hozeifa M.
Gao, Junshun
Gao, Junli
Fan, Lilong
Liang, Xi
Wang, Hong
Ying, Shenpeng
Chen, Qi
description The incidence of thyroid cancer (TC) has been increasing over the last 50 years worldwide. A higher rate of overdiagnosis in indolent thyroid lesions has resulted in unnecessary treatment. An accurate detection of TC at an early stage is highly demanded. We aim to develop an enhanced isobaric labeling-based high-throughput plasma quantitative proteomics to identify biomarkers in a discovery cohort. Selected candidates were tested by enzyme-linked immunosorbent assay (ELISA) in the training cohort and validation cohort. In total, 1063 proteins were quantified, and 129 proteins were differentially expressed between patients and healthy subjects. Serum levels of ISG15 and PLXNB2 were significantly elevated in patients with papillary thyroid cancer (PTC) or thyroid adenoma, compared to healthy subjects (p < 0.001) and patients with nodular goiter (p < 0.001). Receiver operating characteristic (ROC) analysis of combined markers (ISG15 and PLXNB2) significantly distinguished PTC from healthy control (HC) subjects. Similar differentiations were also found between thyroid adenoma and HC subjects. Notably, this combined marker could distinguish stage-I PTC from HC subjects (area under the curve (AUC) = 0.872). Our results revealed that ISG15 and PLXNB2 are independent diagnostic biomarkers for PTC and thyroid adenoma, showing a promising value for the early detection of PTC.
doi_str_mv 10.1021/acs.jproteome.3c00187
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A higher rate of overdiagnosis in indolent thyroid lesions has resulted in unnecessary treatment. An accurate detection of TC at an early stage is highly demanded. We aim to develop an enhanced isobaric labeling-based high-throughput plasma quantitative proteomics to identify biomarkers in a discovery cohort. Selected candidates were tested by enzyme-linked immunosorbent assay (ELISA) in the training cohort and validation cohort. In total, 1063 proteins were quantified, and 129 proteins were differentially expressed between patients and healthy subjects. Serum levels of ISG15 and PLXNB2 were significantly elevated in patients with papillary thyroid cancer (PTC) or thyroid adenoma, compared to healthy subjects (p &lt; 0.001) and patients with nodular goiter (p &lt; 0.001). Receiver operating characteristic (ROC) analysis of combined markers (ISG15 and PLXNB2) significantly distinguished PTC from healthy control (HC) subjects. Similar differentiations were also found between thyroid adenoma and HC subjects. Notably, this combined marker could distinguish stage-I PTC from HC subjects (area under the curve (AUC) = 0.872). Our results revealed that ISG15 and PLXNB2 are independent diagnostic biomarkers for PTC and thyroid adenoma, showing a promising value for the early detection of PTC.</description><identifier>ISSN: 1535-3893</identifier><identifier>EISSN: 1535-3907</identifier><identifier>DOI: 10.1021/acs.jproteome.3c00187</identifier><language>eng</language><publisher>American Chemical Society</publisher><ispartof>Journal of proteome research, 2023-10, Vol.22 (10), p.3200-3212</ispartof><rights>2023 American Chemical Society</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a328t-bd2c274c57fddcc56a416ccd6dfae6720f71c13bb9117bd57888268b7cdd0d883</citedby><cites>FETCH-LOGICAL-a328t-bd2c274c57fddcc56a416ccd6dfae6720f71c13bb9117bd57888268b7cdd0d883</cites><orcidid>0000-0001-6528-4153 ; 0000-0002-0640-6859</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://pubs.acs.org/doi/pdf/10.1021/acs.jproteome.3c00187$$EPDF$$P50$$Gacs$$H</linktopdf><linktohtml>$$Uhttps://pubs.acs.org/doi/10.1021/acs.jproteome.3c00187$$EHTML$$P50$$Gacs$$H</linktohtml><link.rule.ids>314,780,784,2765,27076,27924,27925,56738,56788</link.rule.ids></links><search><creatorcontrib>Lu, Hongsheng</creatorcontrib><creatorcontrib>Pan, Yin</creatorcontrib><creatorcontrib>Ruan, Yanyun</creatorcontrib><creatorcontrib>Zhu, Chumeng</creatorcontrib><creatorcontrib>Hassan, Hozeifa M.</creatorcontrib><creatorcontrib>Gao, Junshun</creatorcontrib><creatorcontrib>Gao, Junli</creatorcontrib><creatorcontrib>Fan, Lilong</creatorcontrib><creatorcontrib>Liang, Xi</creatorcontrib><creatorcontrib>Wang, Hong</creatorcontrib><creatorcontrib>Ying, Shenpeng</creatorcontrib><creatorcontrib>Chen, Qi</creatorcontrib><title>Biomarker Discovery for Early Diagnosis of Papillary Thyroid Carcinoma Using High-Throughput Enhanced Quantitative Plasma Proteomics</title><title>Journal of proteome research</title><addtitle>J. Proteome Res</addtitle><description>The incidence of thyroid cancer (TC) has been increasing over the last 50 years worldwide. A higher rate of overdiagnosis in indolent thyroid lesions has resulted in unnecessary treatment. An accurate detection of TC at an early stage is highly demanded. We aim to develop an enhanced isobaric labeling-based high-throughput plasma quantitative proteomics to identify biomarkers in a discovery cohort. Selected candidates were tested by enzyme-linked immunosorbent assay (ELISA) in the training cohort and validation cohort. In total, 1063 proteins were quantified, and 129 proteins were differentially expressed between patients and healthy subjects. Serum levels of ISG15 and PLXNB2 were significantly elevated in patients with papillary thyroid cancer (PTC) or thyroid adenoma, compared to healthy subjects (p &lt; 0.001) and patients with nodular goiter (p &lt; 0.001). Receiver operating characteristic (ROC) analysis of combined markers (ISG15 and PLXNB2) significantly distinguished PTC from healthy control (HC) subjects. Similar differentiations were also found between thyroid adenoma and HC subjects. Notably, this combined marker could distinguish stage-I PTC from HC subjects (area under the curve (AUC) = 0.872). 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Proteome Res</addtitle><date>2023-10-06</date><risdate>2023</risdate><volume>22</volume><issue>10</issue><spage>3200</spage><epage>3212</epage><pages>3200-3212</pages><issn>1535-3893</issn><eissn>1535-3907</eissn><abstract>The incidence of thyroid cancer (TC) has been increasing over the last 50 years worldwide. A higher rate of overdiagnosis in indolent thyroid lesions has resulted in unnecessary treatment. An accurate detection of TC at an early stage is highly demanded. We aim to develop an enhanced isobaric labeling-based high-throughput plasma quantitative proteomics to identify biomarkers in a discovery cohort. Selected candidates were tested by enzyme-linked immunosorbent assay (ELISA) in the training cohort and validation cohort. In total, 1063 proteins were quantified, and 129 proteins were differentially expressed between patients and healthy subjects. Serum levels of ISG15 and PLXNB2 were significantly elevated in patients with papillary thyroid cancer (PTC) or thyroid adenoma, compared to healthy subjects (p &lt; 0.001) and patients with nodular goiter (p &lt; 0.001). Receiver operating characteristic (ROC) analysis of combined markers (ISG15 and PLXNB2) significantly distinguished PTC from healthy control (HC) subjects. Similar differentiations were also found between thyroid adenoma and HC subjects. Notably, this combined marker could distinguish stage-I PTC from HC subjects (area under the curve (AUC) = 0.872). Our results revealed that ISG15 and PLXNB2 are independent diagnostic biomarkers for PTC and thyroid adenoma, showing a promising value for the early detection of PTC.</abstract><pub>American Chemical Society</pub><doi>10.1021/acs.jproteome.3c00187</doi><tpages>13</tpages><orcidid>https://orcid.org/0000-0001-6528-4153</orcidid><orcidid>https://orcid.org/0000-0002-0640-6859</orcidid></addata></record>
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title Biomarker Discovery for Early Diagnosis of Papillary Thyroid Carcinoma Using High-Throughput Enhanced Quantitative Plasma Proteomics
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