Clinical Use of Raman Spectroscopy Improves Diagnostic Accuracy for Indeterminate Thyroid Nodules
Background and Objective: Molecular analysis of thyroid fine-needle aspiration (FNA) specimens is believed to improve the management of indeterminate nodules. Raman spectroscopy (RS) can differentiate benign and malignant thyroid lesions in surgically removed tissues, generating distinctive structur...
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Veröffentlicht in: | The journal of clinical endocrinology and metabolism 2022-12, Vol.107 (12), p.3309-3319 |
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creator | Palermo, Andrea Sodo, Armida Naciu, Anda Mihaela Di Gioacchino, Michael Paolucci, Alessio di Masi, Alessandra Maggi, Daria Crucitti, Pierfilippo Longo, Filippo Perrella, Eleonora Taffon, Chiara Verri, Martina Ricci, Maria Antonietta Crescenzi, Anna |
description | Background and Objective: Molecular analysis of thyroid fine-needle aspiration (FNA) specimens is believed to improve the management of indeterminate nodules. Raman spectroscopy (RS) can differentiate benign and malignant thyroid lesions in surgically removed tissues, generating distinctive structural profiles. Herein, the diagnostic performance of RS was tested on FNA biopsies of thyroid gland. Design: Prospective, blinded, and single-center study. Methods: We enrolled 123 patients with indeterminate or more ominous cytologic diagnoses (TIR3A-low-risk indeterminate lesion, TIR3B-high-risk indeterminate lesion, TIR4-suspicious of malignancy, TIR5-malignant). All subjects were surgical candidates (defined by international guidelines) and submitted to FNA procedures for RS analysis. We compared RS data, cytologic findings, and final histologic assessments (as reference standard) using various statistical techniques. Results: The distribution of our study population was as follows: TIR3A:37, TIR3B:32, TIR4:16, and TIR5:38. In 30.9% of patients, histologic diagnoses were benign. For predicting thyroid malignancy in FNA samples, the overall specificity of RS was 86.8%, with 86.5% specificity in indeterminate cytologic categories. In patients with high-risk ultrasound categories, the specificity of RS increased to 87.5% for TIR3A, reaching 100% for TIR3B. Benign histologic diagnoses accounted for 72.9% of patients classified as TIR3A and 31.3% of those classified as TIR3B. Based on positive RS testing, unnecessary surgery was reduced to 7.4% overall (TIR3A-33.3%, TIR3B-6.7%). Conclusions: This premier use of RS for thyroid cytology confirms its role as a valuable diagnostic tool and a valid alternative to molecular studies, capable of improving the management of indeterminate nodules and reducing unnecessary surgery. Key Words: Raman spectroscopy, thyroid, thyroid nodule, indeterminate cytology |
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Raman spectroscopy (RS) can differentiate benign and malignant thyroid lesions in surgically removed tissues, generating distinctive structural profiles. Herein, the diagnostic performance of RS was tested on FNA biopsies of thyroid gland. Design: Prospective, blinded, and single-center study. Methods: We enrolled 123 patients with indeterminate or more ominous cytologic diagnoses (TIR3A-low-risk indeterminate lesion, TIR3B-high-risk indeterminate lesion, TIR4-suspicious of malignancy, TIR5-malignant). All subjects were surgical candidates (defined by international guidelines) and submitted to FNA procedures for RS analysis. We compared RS data, cytologic findings, and final histologic assessments (as reference standard) using various statistical techniques. Results: The distribution of our study population was as follows: TIR3A:37, TIR3B:32, TIR4:16, and TIR5:38. In 30.9% of patients, histologic diagnoses were benign. For predicting thyroid malignancy in FNA samples, the overall specificity of RS was 86.8%, with 86.5% specificity in indeterminate cytologic categories. In patients with high-risk ultrasound categories, the specificity of RS increased to 87.5% for TIR3A, reaching 100% for TIR3B. Benign histologic diagnoses accounted for 72.9% of patients classified as TIR3A and 31.3% of those classified as TIR3B. Based on positive RS testing, unnecessary surgery was reduced to 7.4% overall (TIR3A-33.3%, TIR3B-6.7%). Conclusions: This premier use of RS for thyroid cytology confirms its role as a valuable diagnostic tool and a valid alternative to molecular studies, capable of improving the management of indeterminate nodules and reducing unnecessary surgery. Key Words: Raman spectroscopy, thyroid, thyroid nodule, indeterminate cytology</description><identifier>ISSN: 0021-972X</identifier><identifier>EISSN: 1945-7197</identifier><identifier>DOI: 10.1210/clinem/dgac537</identifier><language>eng</language><publisher>Oxford University Press</publisher><subject>Comparative analysis ; Raman spectroscopy ; Thyroid diseases ; Thyroid gland</subject><ispartof>The journal of clinical endocrinology and metabolism, 2022-12, Vol.107 (12), p.3309-3319</ispartof><rights>COPYRIGHT 2022 Oxford University Press</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c379t-57f27a849572954d389c212a0012608999ef1e79cdd38a70390da39c6c9cd443</citedby><cites>FETCH-LOGICAL-c379t-57f27a849572954d389c212a0012608999ef1e79cdd38a70390da39c6c9cd443</cites><orcidid>0000-0002-4576-3381 ; 0000-0002-8156-5753 ; 0000-0002-1143-4926</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,778,782,27911,27912</link.rule.ids></links><search><creatorcontrib>Palermo, Andrea</creatorcontrib><creatorcontrib>Sodo, Armida</creatorcontrib><creatorcontrib>Naciu, Anda Mihaela</creatorcontrib><creatorcontrib>Di Gioacchino, Michael</creatorcontrib><creatorcontrib>Paolucci, Alessio</creatorcontrib><creatorcontrib>di Masi, Alessandra</creatorcontrib><creatorcontrib>Maggi, Daria</creatorcontrib><creatorcontrib>Crucitti, Pierfilippo</creatorcontrib><creatorcontrib>Longo, Filippo</creatorcontrib><creatorcontrib>Perrella, Eleonora</creatorcontrib><creatorcontrib>Taffon, Chiara</creatorcontrib><creatorcontrib>Verri, Martina</creatorcontrib><creatorcontrib>Ricci, Maria Antonietta</creatorcontrib><creatorcontrib>Crescenzi, Anna</creatorcontrib><title>Clinical Use of Raman Spectroscopy Improves Diagnostic Accuracy for Indeterminate Thyroid Nodules</title><title>The journal of clinical endocrinology and metabolism</title><description>Background and Objective: Molecular analysis of thyroid fine-needle aspiration (FNA) specimens is believed to improve the management of indeterminate nodules. Raman spectroscopy (RS) can differentiate benign and malignant thyroid lesions in surgically removed tissues, generating distinctive structural profiles. Herein, the diagnostic performance of RS was tested on FNA biopsies of thyroid gland. Design: Prospective, blinded, and single-center study. Methods: We enrolled 123 patients with indeterminate or more ominous cytologic diagnoses (TIR3A-low-risk indeterminate lesion, TIR3B-high-risk indeterminate lesion, TIR4-suspicious of malignancy, TIR5-malignant). All subjects were surgical candidates (defined by international guidelines) and submitted to FNA procedures for RS analysis. We compared RS data, cytologic findings, and final histologic assessments (as reference standard) using various statistical techniques. Results: The distribution of our study population was as follows: TIR3A:37, TIR3B:32, TIR4:16, and TIR5:38. In 30.9% of patients, histologic diagnoses were benign. For predicting thyroid malignancy in FNA samples, the overall specificity of RS was 86.8%, with 86.5% specificity in indeterminate cytologic categories. In patients with high-risk ultrasound categories, the specificity of RS increased to 87.5% for TIR3A, reaching 100% for TIR3B. Benign histologic diagnoses accounted for 72.9% of patients classified as TIR3A and 31.3% of those classified as TIR3B. Based on positive RS testing, unnecessary surgery was reduced to 7.4% overall (TIR3A-33.3%, TIR3B-6.7%). Conclusions: This premier use of RS for thyroid cytology confirms its role as a valuable diagnostic tool and a valid alternative to molecular studies, capable of improving the management of indeterminate nodules and reducing unnecessary surgery. Key Words: Raman spectroscopy, thyroid, thyroid nodule, indeterminate cytology</description><subject>Comparative analysis</subject><subject>Raman spectroscopy</subject><subject>Thyroid diseases</subject><subject>Thyroid gland</subject><issn>0021-972X</issn><issn>1945-7197</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNptkU1LAzEQhoMoWKtXzwEvXrbNx6ZpjqV-FYqCVvAWwuxsjexuarIV-u9NaY9lDgMzzwzvzEvILWcjLjgbQ-M7bMfV2oGS-owMuClVobnR52TAmOCF0eLrklyl9MMYL0slB8TN85QH19DPhDTU9N21rqMfG4Q-hgRhs6OLdhPDHyb64N26C6n3QGcA2-hgR-sQ6aKrsMfY-s71SFffuxh8RV9DtW0wXZOL2jUJb455SFZPj6v5S7F8e17MZ8sCpDZ9oXQttJuWRmlhVFnJqQHBhctKxYRNjTFYc9QGqtxymknDKicNTCCXylIOyf1hbdb6u8XU29YnwKZxHYZtskLzUhqu-B69O6Br16D1XR36fMoetzOttZpqqXSmRieoHBW2HkKHtc_1UwOQH5ci1nYTfeviznJm9w7Zg0P26JD8B0RLhWs</recordid><startdate>20221201</startdate><enddate>20221201</enddate><creator>Palermo, Andrea</creator><creator>Sodo, Armida</creator><creator>Naciu, Anda Mihaela</creator><creator>Di Gioacchino, Michael</creator><creator>Paolucci, Alessio</creator><creator>di Masi, Alessandra</creator><creator>Maggi, Daria</creator><creator>Crucitti, Pierfilippo</creator><creator>Longo, Filippo</creator><creator>Perrella, Eleonora</creator><creator>Taffon, Chiara</creator><creator>Verri, Martina</creator><creator>Ricci, Maria Antonietta</creator><creator>Crescenzi, Anna</creator><general>Oxford University Press</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-4576-3381</orcidid><orcidid>https://orcid.org/0000-0002-8156-5753</orcidid><orcidid>https://orcid.org/0000-0002-1143-4926</orcidid></search><sort><creationdate>20221201</creationdate><title>Clinical Use of Raman Spectroscopy Improves Diagnostic Accuracy for Indeterminate Thyroid Nodules</title><author>Palermo, Andrea ; Sodo, Armida ; Naciu, Anda Mihaela ; Di Gioacchino, Michael ; Paolucci, Alessio ; di Masi, Alessandra ; Maggi, Daria ; Crucitti, Pierfilippo ; Longo, Filippo ; Perrella, Eleonora ; Taffon, Chiara ; Verri, Martina ; Ricci, Maria Antonietta ; Crescenzi, Anna</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c379t-57f27a849572954d389c212a0012608999ef1e79cdd38a70390da39c6c9cd443</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Comparative analysis</topic><topic>Raman spectroscopy</topic><topic>Thyroid diseases</topic><topic>Thyroid gland</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Palermo, Andrea</creatorcontrib><creatorcontrib>Sodo, Armida</creatorcontrib><creatorcontrib>Naciu, Anda Mihaela</creatorcontrib><creatorcontrib>Di Gioacchino, Michael</creatorcontrib><creatorcontrib>Paolucci, Alessio</creatorcontrib><creatorcontrib>di Masi, Alessandra</creatorcontrib><creatorcontrib>Maggi, Daria</creatorcontrib><creatorcontrib>Crucitti, Pierfilippo</creatorcontrib><creatorcontrib>Longo, Filippo</creatorcontrib><creatorcontrib>Perrella, Eleonora</creatorcontrib><creatorcontrib>Taffon, Chiara</creatorcontrib><creatorcontrib>Verri, Martina</creatorcontrib><creatorcontrib>Ricci, Maria Antonietta</creatorcontrib><creatorcontrib>Crescenzi, Anna</creatorcontrib><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>The journal of clinical endocrinology and metabolism</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Palermo, Andrea</au><au>Sodo, Armida</au><au>Naciu, Anda Mihaela</au><au>Di Gioacchino, Michael</au><au>Paolucci, Alessio</au><au>di Masi, Alessandra</au><au>Maggi, Daria</au><au>Crucitti, Pierfilippo</au><au>Longo, Filippo</au><au>Perrella, Eleonora</au><au>Taffon, Chiara</au><au>Verri, Martina</au><au>Ricci, Maria Antonietta</au><au>Crescenzi, Anna</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Clinical Use of Raman Spectroscopy Improves Diagnostic Accuracy for Indeterminate Thyroid Nodules</atitle><jtitle>The journal of clinical endocrinology and metabolism</jtitle><date>2022-12-01</date><risdate>2022</risdate><volume>107</volume><issue>12</issue><spage>3309</spage><epage>3319</epage><pages>3309-3319</pages><issn>0021-972X</issn><eissn>1945-7197</eissn><abstract>Background and Objective: Molecular analysis of thyroid fine-needle aspiration (FNA) specimens is believed to improve the management of indeterminate nodules. Raman spectroscopy (RS) can differentiate benign and malignant thyroid lesions in surgically removed tissues, generating distinctive structural profiles. Herein, the diagnostic performance of RS was tested on FNA biopsies of thyroid gland. Design: Prospective, blinded, and single-center study. Methods: We enrolled 123 patients with indeterminate or more ominous cytologic diagnoses (TIR3A-low-risk indeterminate lesion, TIR3B-high-risk indeterminate lesion, TIR4-suspicious of malignancy, TIR5-malignant). All subjects were surgical candidates (defined by international guidelines) and submitted to FNA procedures for RS analysis. We compared RS data, cytologic findings, and final histologic assessments (as reference standard) using various statistical techniques. Results: The distribution of our study population was as follows: TIR3A:37, TIR3B:32, TIR4:16, and TIR5:38. In 30.9% of patients, histologic diagnoses were benign. For predicting thyroid malignancy in FNA samples, the overall specificity of RS was 86.8%, with 86.5% specificity in indeterminate cytologic categories. In patients with high-risk ultrasound categories, the specificity of RS increased to 87.5% for TIR3A, reaching 100% for TIR3B. Benign histologic diagnoses accounted for 72.9% of patients classified as TIR3A and 31.3% of those classified as TIR3B. Based on positive RS testing, unnecessary surgery was reduced to 7.4% overall (TIR3A-33.3%, TIR3B-6.7%). Conclusions: This premier use of RS for thyroid cytology confirms its role as a valuable diagnostic tool and a valid alternative to molecular studies, capable of improving the management of indeterminate nodules and reducing unnecessary surgery. Key Words: Raman spectroscopy, thyroid, thyroid nodule, indeterminate cytology</abstract><pub>Oxford University Press</pub><doi>10.1210/clinem/dgac537</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0002-4576-3381</orcidid><orcidid>https://orcid.org/0000-0002-8156-5753</orcidid><orcidid>https://orcid.org/0000-0002-1143-4926</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Comparative analysis Raman spectroscopy Thyroid diseases Thyroid gland |
title | Clinical Use of Raman Spectroscopy Improves Diagnostic Accuracy for Indeterminate Thyroid Nodules |
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