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Validation of the SHOX2/PTGER4 DNA Methylation Marker Panel for Plasma-Based Discrimination between Patients with Malignant and Nonmalignant Lung Disease
Low-dose computed tomography (LDCT) is used for screening for lung cancer (LC) in high-risk patients in the United States. The definition of high risk and the impact of frequent false-positive results of low-dose computed tomography remains a challenge. DNA methylation biomarkers are valuable noninv...
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Published in: | Journal of thoracic oncology 2017-01, Vol.12 (1), p.77-84 |
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description | Low-dose computed tomography (LDCT) is used for screening for lung cancer (LC) in high-risk patients in the United States. The definition of high risk and the impact of frequent false-positive results of low-dose computed tomography remains a challenge. DNA methylation biomarkers are valuable noninvasive diagnostic tools for cancer detection. This study reports on the evaluation of methylation markers in plasma DNA for LC detection and discrimination of malignant from nonmalignant lung disease.
Circulating DNA was extracted from 3.5-mL plasma samples, treated with bisulfite using a commercially available kit, purified, and assayed by real-time polymerase chain reaction for assessment of DNA methylation of short stature homeobox 2 gene (SHOX2), prostaglandin E receptor 4 gene (PTGER4), and forkhead box L2 gene (FOXL2). In three independent case-control studies these assays were evaluated and optimized. The resultant assay, a triplex polymerase chain reaction combining SHOX2, PTGER4, and the reference gene actin, beta gene (ACTB), was validated using plasma from patients with and without malignant disease.
A panel of SHOX2 and PTGER4 provided promising results in three independent case-control studies examining a total of 330 plasma specimens (area under the receiver operating characteristic curve = 91%–98%). A validation study with 172 patient samples demonstrated significant discriminatory performance in distinguishing patients with LC from subjects without malignancy (area under the curve = 0.88). At a fixed specificity of 90%, sensitivity for LC was 67%; at a fixed sensitivity of 90%, specificity was 73%.
Measurement of SHOX2 and PTGER4 methylation in plasma DNA allowed detection of LC and differentiation of nonmalignant diseases. Development of a diagnostic test based on this panel may provide clinical utility in combination with current imaging techniques to improve LC risk stratification. |
doi_str_mv | 10.1016/j.jtho.2016.08.123 |
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Circulating DNA was extracted from 3.5-mL plasma samples, treated with bisulfite using a commercially available kit, purified, and assayed by real-time polymerase chain reaction for assessment of DNA methylation of short stature homeobox 2 gene (SHOX2), prostaglandin E receptor 4 gene (PTGER4), and forkhead box L2 gene (FOXL2). In three independent case-control studies these assays were evaluated and optimized. The resultant assay, a triplex polymerase chain reaction combining SHOX2, PTGER4, and the reference gene actin, beta gene (ACTB), was validated using plasma from patients with and without malignant disease.
A panel of SHOX2 and PTGER4 provided promising results in three independent case-control studies examining a total of 330 plasma specimens (area under the receiver operating characteristic curve = 91%–98%). A validation study with 172 patient samples demonstrated significant discriminatory performance in distinguishing patients with LC from subjects without malignancy (area under the curve = 0.88). At a fixed specificity of 90%, sensitivity for LC was 67%; at a fixed sensitivity of 90%, specificity was 73%.
Measurement of SHOX2 and PTGER4 methylation in plasma DNA allowed detection of LC and differentiation of nonmalignant diseases. Development of a diagnostic test based on this panel may provide clinical utility in combination with current imaging techniques to improve LC risk stratification.</description><identifier>ISSN: 1556-0864</identifier><identifier>EISSN: 1556-1380</identifier><identifier>DOI: 10.1016/j.jtho.2016.08.123</identifier><identifier>PMID: 27544059</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Adenocarcinoma - blood ; Adenocarcinoma - classification ; Adenocarcinoma - genetics ; Adenocarcinoma - pathology ; Adult ; Aged ; Aged, 80 and over ; Biomarkers, Tumor - genetics ; Carcinoma, Squamous Cell - blood ; Carcinoma, Squamous Cell - classification ; Carcinoma, Squamous Cell - genetics ; Carcinoma, Squamous Cell - pathology ; Case-Control Studies ; Circulating tumor DNA ; DNA Methylation ; Female ; Follow-Up Studies ; Homeodomain Proteins - genetics ; Humans ; Liquid biopsy ; Lung cancer early detection ; Lung Diseases - blood ; Lung Diseases - classification ; Lung Diseases - genetics ; Lung Diseases - pathology ; Lung Neoplasms - blood ; Lung Neoplasms - classification ; Lung Neoplasms - genetics ; Lung Neoplasms - pathology ; Male ; Middle Aged ; Neoplasm Staging ; Original ; Prognosis ; PTGER4 ; Receptors, Prostaglandin E, EP4 Subtype - genetics ; ROC Curve ; SHOX2 ; Small Cell Lung Carcinoma - blood ; Small Cell Lung Carcinoma - classification ; Small Cell Lung Carcinoma - genetics ; Small Cell Lung Carcinoma - pathology ; Survival Rate</subject><ispartof>Journal of thoracic oncology, 2017-01, Vol.12 (1), p.77-84</ispartof><rights>2016 International Association for the Study of Lung Cancer</rights><rights>Copyright © 2017 by the International Association for the Study of Lung Cancer</rights><rights>Copyright © 2016 International Association for the Study of Lung Cancer. Published by Elsevier Inc. All rights reserved.</rights><rights>2016 International Association for the Study of Lung Cancer. Elsevier Inc. All rights reserved. 2016 International Association for the Study of Lung Cancer</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c5000-6a60fb42e0e7099615d92be9cea7b343e92425af0d94dde0ac5eb39355e48103</citedby><cites>FETCH-LOGICAL-c5000-6a60fb42e0e7099615d92be9cea7b343e92425af0d94dde0ac5eb39355e48103</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S1556086416308425$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>230,314,780,784,885,3549,27924,27925,45780</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/27544059$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Weiss, Gunter</creatorcontrib><creatorcontrib>Schlegel, Anne</creatorcontrib><creatorcontrib>Kottwitz, Denise</creatorcontrib><creatorcontrib>König, Thomas</creatorcontrib><creatorcontrib>Tetzner, Reimo</creatorcontrib><title>Validation of the SHOX2/PTGER4 DNA Methylation Marker Panel for Plasma-Based Discrimination between Patients with Malignant and Nonmalignant Lung Disease</title><title>Journal of thoracic oncology</title><addtitle>J Thorac Oncol</addtitle><description>Low-dose computed tomography (LDCT) is used for screening for lung cancer (LC) in high-risk patients in the United States. The definition of high risk and the impact of frequent false-positive results of low-dose computed tomography remains a challenge. DNA methylation biomarkers are valuable noninvasive diagnostic tools for cancer detection. This study reports on the evaluation of methylation markers in plasma DNA for LC detection and discrimination of malignant from nonmalignant lung disease.
Circulating DNA was extracted from 3.5-mL plasma samples, treated with bisulfite using a commercially available kit, purified, and assayed by real-time polymerase chain reaction for assessment of DNA methylation of short stature homeobox 2 gene (SHOX2), prostaglandin E receptor 4 gene (PTGER4), and forkhead box L2 gene (FOXL2). In three independent case-control studies these assays were evaluated and optimized. The resultant assay, a triplex polymerase chain reaction combining SHOX2, PTGER4, and the reference gene actin, beta gene (ACTB), was validated using plasma from patients with and without malignant disease.
A panel of SHOX2 and PTGER4 provided promising results in three independent case-control studies examining a total of 330 plasma specimens (area under the receiver operating characteristic curve = 91%–98%). A validation study with 172 patient samples demonstrated significant discriminatory performance in distinguishing patients with LC from subjects without malignancy (area under the curve = 0.88). At a fixed specificity of 90%, sensitivity for LC was 67%; at a fixed sensitivity of 90%, specificity was 73%.
Measurement of SHOX2 and PTGER4 methylation in plasma DNA allowed detection of LC and differentiation of nonmalignant diseases. Development of a diagnostic test based on this panel may provide clinical utility in combination with current imaging techniques to improve LC risk stratification.</description><subject>Adenocarcinoma - blood</subject><subject>Adenocarcinoma - classification</subject><subject>Adenocarcinoma - genetics</subject><subject>Adenocarcinoma - pathology</subject><subject>Adult</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Biomarkers, Tumor - genetics</subject><subject>Carcinoma, Squamous Cell - blood</subject><subject>Carcinoma, Squamous Cell - classification</subject><subject>Carcinoma, Squamous Cell - genetics</subject><subject>Carcinoma, Squamous Cell - pathology</subject><subject>Case-Control Studies</subject><subject>Circulating tumor DNA</subject><subject>DNA Methylation</subject><subject>Female</subject><subject>Follow-Up Studies</subject><subject>Homeodomain Proteins - genetics</subject><subject>Humans</subject><subject>Liquid biopsy</subject><subject>Lung cancer early detection</subject><subject>Lung Diseases - blood</subject><subject>Lung Diseases - classification</subject><subject>Lung Diseases - genetics</subject><subject>Lung Diseases - pathology</subject><subject>Lung Neoplasms - blood</subject><subject>Lung Neoplasms - classification</subject><subject>Lung Neoplasms - genetics</subject><subject>Lung Neoplasms - pathology</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Neoplasm Staging</subject><subject>Original</subject><subject>Prognosis</subject><subject>PTGER4</subject><subject>Receptors, Prostaglandin E, EP4 Subtype - genetics</subject><subject>ROC Curve</subject><subject>SHOX2</subject><subject>Small Cell Lung Carcinoma - blood</subject><subject>Small Cell Lung Carcinoma - classification</subject><subject>Small Cell Lung Carcinoma - genetics</subject><subject>Small Cell Lung Carcinoma - pathology</subject><subject>Survival Rate</subject><issn>1556-0864</issn><issn>1556-1380</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><recordid>eNp9UU2P0zAQjRCIXRb-AAfkI5d0x47tJhJC2i92kbofggpxs5xk0rjrxovtbrU_hX-LS0oFFw6WR_Z7b2bey7K3FCYUqDxeTpaxdxOW6gmUE8qKZ9khFULmtCjh-a6GUvKD7FUISwAugJcvswM2FZyDqA6zn9-0Na2Oxg3EdST2SL5e3X5nx3fzy4svnJzfnJBrjP2THTHX2t-jJ3d6QEs6lyqrw0rnpzpgS85NaLxZmWEE1xg3iENCR4NDDGRjYp8krFkMeohEDy25ccNq_zBbD4utCCa119mLTtuAb3b3UTb_dDE_u8pnt5efz05meSMAIJdaQldzhoBTqCpJRVuxGqsG9bQueIEV40zoDtqKty2CbgTWRVUIgbykUBxlH0fZh3W9wrZJc3pt1UNaQ_sn5bRR__4MplcL96gEY7KQMgm83wl492ONIapVcgGtTRa5dVC0FEwKQSVNUDZCG-9C8Njt21BQ20jVUm0jVdtIFZQqRZpI7_4ecE_5k2EC8BGwcTaiD_d2vUGvetQ29goo40VZ8TxpToFuLUvn9-IfRhomcx9NYoQmpdRgazw2UbXO_G-sX-45xFg</recordid><startdate>201701</startdate><enddate>201701</enddate><creator>Weiss, Gunter</creator><creator>Schlegel, Anne</creator><creator>Kottwitz, Denise</creator><creator>König, Thomas</creator><creator>Tetzner, Reimo</creator><general>Elsevier Inc</general><general>Copyright by the International Association for the Study of Lung Cancer</general><general>Elsevier</general><scope>6I.</scope><scope>AAFTH</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>201701</creationdate><title>Validation of the SHOX2/PTGER4 DNA Methylation Marker Panel for Plasma-Based Discrimination between Patients with Malignant and Nonmalignant Lung Disease</title><author>Weiss, Gunter ; Schlegel, Anne ; Kottwitz, Denise ; König, Thomas ; Tetzner, Reimo</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c5000-6a60fb42e0e7099615d92be9cea7b343e92425af0d94dde0ac5eb39355e48103</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Adenocarcinoma - blood</topic><topic>Adenocarcinoma - classification</topic><topic>Adenocarcinoma - genetics</topic><topic>Adenocarcinoma - pathology</topic><topic>Adult</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Biomarkers, Tumor - genetics</topic><topic>Carcinoma, Squamous Cell - blood</topic><topic>Carcinoma, Squamous Cell - classification</topic><topic>Carcinoma, Squamous Cell - genetics</topic><topic>Carcinoma, Squamous Cell - pathology</topic><topic>Case-Control Studies</topic><topic>Circulating tumor DNA</topic><topic>DNA Methylation</topic><topic>Female</topic><topic>Follow-Up Studies</topic><topic>Homeodomain Proteins - genetics</topic><topic>Humans</topic><topic>Liquid biopsy</topic><topic>Lung cancer early detection</topic><topic>Lung Diseases - blood</topic><topic>Lung Diseases - classification</topic><topic>Lung Diseases - genetics</topic><topic>Lung Diseases - pathology</topic><topic>Lung Neoplasms - blood</topic><topic>Lung Neoplasms - classification</topic><topic>Lung Neoplasms - genetics</topic><topic>Lung Neoplasms - pathology</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Neoplasm Staging</topic><topic>Original</topic><topic>Prognosis</topic><topic>PTGER4</topic><topic>Receptors, Prostaglandin E, EP4 Subtype - genetics</topic><topic>ROC Curve</topic><topic>SHOX2</topic><topic>Small Cell Lung Carcinoma - blood</topic><topic>Small Cell Lung Carcinoma - classification</topic><topic>Small Cell Lung Carcinoma - genetics</topic><topic>Small Cell Lung Carcinoma - pathology</topic><topic>Survival Rate</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Weiss, Gunter</creatorcontrib><creatorcontrib>Schlegel, Anne</creatorcontrib><creatorcontrib>Kottwitz, Denise</creatorcontrib><creatorcontrib>König, Thomas</creatorcontrib><creatorcontrib>Tetzner, Reimo</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Journal of thoracic oncology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Weiss, Gunter</au><au>Schlegel, Anne</au><au>Kottwitz, Denise</au><au>König, Thomas</au><au>Tetzner, Reimo</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Validation of the SHOX2/PTGER4 DNA Methylation Marker Panel for Plasma-Based Discrimination between Patients with Malignant and Nonmalignant Lung Disease</atitle><jtitle>Journal of thoracic oncology</jtitle><addtitle>J Thorac Oncol</addtitle><date>2017-01</date><risdate>2017</risdate><volume>12</volume><issue>1</issue><spage>77</spage><epage>84</epage><pages>77-84</pages><issn>1556-0864</issn><eissn>1556-1380</eissn><abstract>Low-dose computed tomography (LDCT) is used for screening for lung cancer (LC) in high-risk patients in the United States. The definition of high risk and the impact of frequent false-positive results of low-dose computed tomography remains a challenge. DNA methylation biomarkers are valuable noninvasive diagnostic tools for cancer detection. This study reports on the evaluation of methylation markers in plasma DNA for LC detection and discrimination of malignant from nonmalignant lung disease.
Circulating DNA was extracted from 3.5-mL plasma samples, treated with bisulfite using a commercially available kit, purified, and assayed by real-time polymerase chain reaction for assessment of DNA methylation of short stature homeobox 2 gene (SHOX2), prostaglandin E receptor 4 gene (PTGER4), and forkhead box L2 gene (FOXL2). In three independent case-control studies these assays were evaluated and optimized. The resultant assay, a triplex polymerase chain reaction combining SHOX2, PTGER4, and the reference gene actin, beta gene (ACTB), was validated using plasma from patients with and without malignant disease.
A panel of SHOX2 and PTGER4 provided promising results in three independent case-control studies examining a total of 330 plasma specimens (area under the receiver operating characteristic curve = 91%–98%). A validation study with 172 patient samples demonstrated significant discriminatory performance in distinguishing patients with LC from subjects without malignancy (area under the curve = 0.88). At a fixed specificity of 90%, sensitivity for LC was 67%; at a fixed sensitivity of 90%, specificity was 73%.
Measurement of SHOX2 and PTGER4 methylation in plasma DNA allowed detection of LC and differentiation of nonmalignant diseases. Development of a diagnostic test based on this panel may provide clinical utility in combination with current imaging techniques to improve LC risk stratification.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>27544059</pmid><doi>10.1016/j.jtho.2016.08.123</doi><tpages>8</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adenocarcinoma - blood Adenocarcinoma - classification Adenocarcinoma - genetics Adenocarcinoma - pathology Adult Aged Aged, 80 and over Biomarkers, Tumor - genetics Carcinoma, Squamous Cell - blood Carcinoma, Squamous Cell - classification Carcinoma, Squamous Cell - genetics Carcinoma, Squamous Cell - pathology Case-Control Studies Circulating tumor DNA DNA Methylation Female Follow-Up Studies Homeodomain Proteins - genetics Humans Liquid biopsy Lung cancer early detection Lung Diseases - blood Lung Diseases - classification Lung Diseases - genetics Lung Diseases - pathology Lung Neoplasms - blood Lung Neoplasms - classification Lung Neoplasms - genetics Lung Neoplasms - pathology Male Middle Aged Neoplasm Staging Original Prognosis PTGER4 Receptors, Prostaglandin E, EP4 Subtype - genetics ROC Curve SHOX2 Small Cell Lung Carcinoma - blood Small Cell Lung Carcinoma - classification Small Cell Lung Carcinoma - genetics Small Cell Lung Carcinoma - pathology Survival Rate |
title | Validation of the SHOX2/PTGER4 DNA Methylation Marker Panel for Plasma-Based Discrimination between Patients with Malignant and Nonmalignant Lung Disease |
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