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Biomarkers to predict FDG PET/CT activity after the standard duration of treatment for spinal tuberculosis: An exploratory study
18F-Fluorodeoxyglucose (FDG) Positron Emission Tomography- Computed Tomography (PET/CT) scans can be used to assess healing following treatment for spinal tuberculosis (TB) but have limited accessibility and high cost. This study investigated the association between immune biomarkers and FDG-PET/CT...
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Published in: | Tuberculosis (Edinburgh, Scotland) Scotland), 2021-07, Vol.129, p.102107-102107, Article 102107 |
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container_title | Tuberculosis (Edinburgh, Scotland) |
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creator | Mann, Theresa N. Warwick, James Chegou, Novel N. Davis, Johan H. Beltran, Caroline G.G. Griffith-Richards, Stephanie Kidd, Martin du Toit, Jacques Lamberts, Robert P. Walzl, Gerhard |
description | 18F-Fluorodeoxyglucose (FDG) Positron Emission Tomography- Computed Tomography (PET/CT) scans can be used to assess healing following treatment for spinal tuberculosis (TB) but have limited accessibility and high cost. This study investigated the association between immune biomarkers and FDG-PET/CT activity after ≥9 months of treatment for spinal TB.
Patients who had completed ≥9 months of treatment for spinal TB were recruited from a major hospital in the Western Cape, South Africa. Participants underwent a FDG-PET/CT scan and FDG- PET/CT activity was quantified for all spinal and extra-spinal sites. Participants also provided a blood sample, which was evaluated for 19 cytokines along with erythrocyte sedimentation rate (ESR). Correlations and multiple regression analyses were used to investigate the association between biomarkers and PET/CT measures.
Twenty-eight patients were recruited, of whom 24 (86%) had spinal and/or extra-spinal FDG-PET/CT activity. In the strongest multiple regression model, CXCL10/IP-10, VEGFA, IFN-γ, CRP and Factor D/Adipsin explained 52% of the variation in overall maximal FDG uptake. Conventional monitoring marker ESR showed no significant association with PET/CT measures.
The current findings offered encouragement that biomarkers to predict FDG-PET/CT activity may show some promise and identified candidate biomarkers for further investigation in this regard.
•Most individuals still had FDG-PET/CT activity at the spine lesion after ≥9 months of TB treatment.•Conventional monitoring marker ESR showed no association with FDG-PET/CT activity.•A novel five-biomarker signature explained 52% of maximal FDG-PET/CT activity.•Biomarker/PET/CT associations varied with HIV status and/or previous TB. |
doi_str_mv | 10.1016/j.tube.2021.102107 |
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Patients who had completed ≥9 months of treatment for spinal TB were recruited from a major hospital in the Western Cape, South Africa. Participants underwent a FDG-PET/CT scan and FDG- PET/CT activity was quantified for all spinal and extra-spinal sites. Participants also provided a blood sample, which was evaluated for 19 cytokines along with erythrocyte sedimentation rate (ESR). Correlations and multiple regression analyses were used to investigate the association between biomarkers and PET/CT measures.
Twenty-eight patients were recruited, of whom 24 (86%) had spinal and/or extra-spinal FDG-PET/CT activity. In the strongest multiple regression model, CXCL10/IP-10, VEGFA, IFN-γ, CRP and Factor D/Adipsin explained 52% of the variation in overall maximal FDG uptake. Conventional monitoring marker ESR showed no significant association with PET/CT measures.
The current findings offered encouragement that biomarkers to predict FDG-PET/CT activity may show some promise and identified candidate biomarkers for further investigation in this regard.
•Most individuals still had FDG-PET/CT activity at the spine lesion after ≥9 months of TB treatment.•Conventional monitoring marker ESR showed no association with FDG-PET/CT activity.•A novel five-biomarker signature explained 52% of maximal FDG-PET/CT activity.•Biomarker/PET/CT associations varied with HIV status and/or previous TB.</description><identifier>ISSN: 1472-9792</identifier><identifier>EISSN: 1873-281X</identifier><identifier>DOI: 10.1016/j.tube.2021.102107</identifier><identifier>PMID: 34261033</identifier><language>eng</language><publisher>Scotland: Elsevier Ltd</publisher><subject>Adult ; Biomarkers ; Biomarkers - blood ; Computed tomography ; Cross-Sectional Studies ; CXCL10 protein ; Cytokines ; Cytokines - blood ; Duration of Therapy ; Emission analysis ; Erythrocyte sedimentation rate ; Erythrocytes ; Female ; Fluorodeoxyglucose F18 ; Humans ; Investigations ; IP-10 protein ; Male ; Middle Aged ; Multiple regression models ; Patients ; Positron emission ; Positron emission tomography ; Positron Emission Tomography Computed Tomography ; South Africa ; Spinal ; Tertiary Care Centers ; Tomography ; Treatment response ; Tuberculosis ; Tuberculosis, Spinal - diagnostic imaging ; Tuberculosis, Spinal - drug therapy ; γ-Interferon</subject><ispartof>Tuberculosis (Edinburgh, Scotland), 2021-07, Vol.129, p.102107-102107, Article 102107</ispartof><rights>2021 Elsevier Ltd</rights><rights>Copyright © 2021 Elsevier Ltd. All rights reserved.</rights><rights>Copyright Elsevier Science Ltd. Jul 2021</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c384t-d110ab20dea9e17675ad2309ef4f6b168928b8aa491aa8b989f73dbff2e259743</citedby><cites>FETCH-LOGICAL-c384t-d110ab20dea9e17675ad2309ef4f6b168928b8aa491aa8b989f73dbff2e259743</cites><orcidid>0000-0002-1909-7629 ; 0000-0002-4887-7296 ; 0000-0003-1112-2604 ; 0000-0002-7031-8108 ; 0000-0002-8690-1699 ; 0000-0002-9750-5106 ; 0000-0001-5208-0506 ; 0000-0002-0958-5450</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34261033$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Mann, Theresa N.</creatorcontrib><creatorcontrib>Warwick, James</creatorcontrib><creatorcontrib>Chegou, Novel N.</creatorcontrib><creatorcontrib>Davis, Johan H.</creatorcontrib><creatorcontrib>Beltran, Caroline G.G.</creatorcontrib><creatorcontrib>Griffith-Richards, Stephanie</creatorcontrib><creatorcontrib>Kidd, Martin</creatorcontrib><creatorcontrib>du Toit, Jacques</creatorcontrib><creatorcontrib>Lamberts, Robert P.</creatorcontrib><creatorcontrib>Walzl, Gerhard</creatorcontrib><title>Biomarkers to predict FDG PET/CT activity after the standard duration of treatment for spinal tuberculosis: An exploratory study</title><title>Tuberculosis (Edinburgh, Scotland)</title><addtitle>Tuberculosis (Edinb)</addtitle><description>18F-Fluorodeoxyglucose (FDG) Positron Emission Tomography- Computed Tomography (PET/CT) scans can be used to assess healing following treatment for spinal tuberculosis (TB) but have limited accessibility and high cost. This study investigated the association between immune biomarkers and FDG-PET/CT activity after ≥9 months of treatment for spinal TB.
Patients who had completed ≥9 months of treatment for spinal TB were recruited from a major hospital in the Western Cape, South Africa. Participants underwent a FDG-PET/CT scan and FDG- PET/CT activity was quantified for all spinal and extra-spinal sites. Participants also provided a blood sample, which was evaluated for 19 cytokines along with erythrocyte sedimentation rate (ESR). Correlations and multiple regression analyses were used to investigate the association between biomarkers and PET/CT measures.
Twenty-eight patients were recruited, of whom 24 (86%) had spinal and/or extra-spinal FDG-PET/CT activity. In the strongest multiple regression model, CXCL10/IP-10, VEGFA, IFN-γ, CRP and Factor D/Adipsin explained 52% of the variation in overall maximal FDG uptake. Conventional monitoring marker ESR showed no significant association with PET/CT measures.
The current findings offered encouragement that biomarkers to predict FDG-PET/CT activity may show some promise and identified candidate biomarkers for further investigation in this regard.
•Most individuals still had FDG-PET/CT activity at the spine lesion after ≥9 months of TB treatment.•Conventional monitoring marker ESR showed no association with FDG-PET/CT activity.•A novel five-biomarker signature explained 52% of maximal FDG-PET/CT activity.•Biomarker/PET/CT associations varied with HIV status and/or previous TB.</description><subject>Adult</subject><subject>Biomarkers</subject><subject>Biomarkers - blood</subject><subject>Computed tomography</subject><subject>Cross-Sectional Studies</subject><subject>CXCL10 protein</subject><subject>Cytokines</subject><subject>Cytokines - blood</subject><subject>Duration of Therapy</subject><subject>Emission analysis</subject><subject>Erythrocyte sedimentation rate</subject><subject>Erythrocytes</subject><subject>Female</subject><subject>Fluorodeoxyglucose F18</subject><subject>Humans</subject><subject>Investigations</subject><subject>IP-10 protein</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Multiple regression models</subject><subject>Patients</subject><subject>Positron emission</subject><subject>Positron emission tomography</subject><subject>Positron Emission Tomography Computed Tomography</subject><subject>South Africa</subject><subject>Spinal</subject><subject>Tertiary Care Centers</subject><subject>Tomography</subject><subject>Treatment response</subject><subject>Tuberculosis</subject><subject>Tuberculosis, Spinal - diagnostic imaging</subject><subject>Tuberculosis, Spinal - drug therapy</subject><subject>γ-Interferon</subject><issn>1472-9792</issn><issn>1873-281X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp9kTtvFDEURi1ERB7wByiQJRqa2fgxDxvRJEsSkCJBsZHSWR77WniZHQ-2J2I7fno82kBBkcqWdb5Pvvcg9JaSFSW0Pd-u8tzDihFGywOjpHuBTqjoeMUEvX9Z7nXHKtlJdoxOU9qSEiKCvELHvGYtJZyfoD-XPux0_Akx4RzwFMF6k_H15xv8_Wpzvt5gbbJ_8HmPtcsQcf4BOGU9Wh0ttnPU2YcRB4dzBJ13MGbsQsRp8qMe8PLBaOYhJJ8-4osRw-9pCCUU4r7UzHb_Gh05PSR483Seobvrq836S3X77ebr-uK2MlzUubKUEt0zYkFLoF3bNdoyTiS42rU9bYVkohda15JqLXoppOu47Z1jwBrZ1fwMfTj0TjH8miFltfPJwDDoEcKcFGsaRppGUl7Q9_-h2zDHMs5CtYJwQoUoFDtQJoaUIjg1RV9WuVeUqMWP2qplfLX4UQc_JfTuqXrud2D_Rf4KKcCnAwBlFw8eokrGw2iKlggmKxv8c_2PWQ-iCQ</recordid><startdate>202107</startdate><enddate>202107</enddate><creator>Mann, Theresa N.</creator><creator>Warwick, James</creator><creator>Chegou, Novel N.</creator><creator>Davis, Johan H.</creator><creator>Beltran, Caroline G.G.</creator><creator>Griffith-Richards, Stephanie</creator><creator>Kidd, Martin</creator><creator>du Toit, Jacques</creator><creator>Lamberts, Robert P.</creator><creator>Walzl, Gerhard</creator><general>Elsevier Ltd</general><general>Elsevier Science Ltd</general><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>7QL</scope><scope>C1K</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-1909-7629</orcidid><orcidid>https://orcid.org/0000-0002-4887-7296</orcidid><orcidid>https://orcid.org/0000-0003-1112-2604</orcidid><orcidid>https://orcid.org/0000-0002-7031-8108</orcidid><orcidid>https://orcid.org/0000-0002-8690-1699</orcidid><orcidid>https://orcid.org/0000-0002-9750-5106</orcidid><orcidid>https://orcid.org/0000-0001-5208-0506</orcidid><orcidid>https://orcid.org/0000-0002-0958-5450</orcidid></search><sort><creationdate>202107</creationdate><title>Biomarkers to predict FDG PET/CT activity after the standard duration of treatment for spinal tuberculosis: An exploratory study</title><author>Mann, Theresa N. ; Warwick, James ; Chegou, Novel N. ; Davis, Johan H. ; Beltran, Caroline G.G. ; Griffith-Richards, Stephanie ; Kidd, Martin ; du Toit, Jacques ; Lamberts, Robert P. ; Walzl, Gerhard</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c384t-d110ab20dea9e17675ad2309ef4f6b168928b8aa491aa8b989f73dbff2e259743</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Adult</topic><topic>Biomarkers</topic><topic>Biomarkers - blood</topic><topic>Computed tomography</topic><topic>Cross-Sectional Studies</topic><topic>CXCL10 protein</topic><topic>Cytokines</topic><topic>Cytokines - blood</topic><topic>Duration of Therapy</topic><topic>Emission analysis</topic><topic>Erythrocyte sedimentation rate</topic><topic>Erythrocytes</topic><topic>Female</topic><topic>Fluorodeoxyglucose F18</topic><topic>Humans</topic><topic>Investigations</topic><topic>IP-10 protein</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Multiple regression models</topic><topic>Patients</topic><topic>Positron emission</topic><topic>Positron emission tomography</topic><topic>Positron Emission Tomography Computed Tomography</topic><topic>South Africa</topic><topic>Spinal</topic><topic>Tertiary Care Centers</topic><topic>Tomography</topic><topic>Treatment response</topic><topic>Tuberculosis</topic><topic>Tuberculosis, Spinal - diagnostic imaging</topic><topic>Tuberculosis, Spinal - drug therapy</topic><topic>γ-Interferon</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Mann, Theresa N.</creatorcontrib><creatorcontrib>Warwick, James</creatorcontrib><creatorcontrib>Chegou, Novel N.</creatorcontrib><creatorcontrib>Davis, Johan H.</creatorcontrib><creatorcontrib>Beltran, Caroline G.G.</creatorcontrib><creatorcontrib>Griffith-Richards, Stephanie</creatorcontrib><creatorcontrib>Kidd, Martin</creatorcontrib><creatorcontrib>du Toit, Jacques</creatorcontrib><creatorcontrib>Lamberts, Robert P.</creatorcontrib><creatorcontrib>Walzl, Gerhard</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Environmental Sciences and Pollution Management</collection><collection>MEDLINE - Academic</collection><jtitle>Tuberculosis (Edinburgh, Scotland)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Mann, Theresa N.</au><au>Warwick, James</au><au>Chegou, Novel N.</au><au>Davis, Johan H.</au><au>Beltran, Caroline G.G.</au><au>Griffith-Richards, Stephanie</au><au>Kidd, Martin</au><au>du Toit, Jacques</au><au>Lamberts, Robert P.</au><au>Walzl, Gerhard</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Biomarkers to predict FDG PET/CT activity after the standard duration of treatment for spinal tuberculosis: An exploratory study</atitle><jtitle>Tuberculosis (Edinburgh, Scotland)</jtitle><addtitle>Tuberculosis (Edinb)</addtitle><date>2021-07</date><risdate>2021</risdate><volume>129</volume><spage>102107</spage><epage>102107</epage><pages>102107-102107</pages><artnum>102107</artnum><issn>1472-9792</issn><eissn>1873-281X</eissn><abstract>18F-Fluorodeoxyglucose (FDG) Positron Emission Tomography- Computed Tomography (PET/CT) scans can be used to assess healing following treatment for spinal tuberculosis (TB) but have limited accessibility and high cost. This study investigated the association between immune biomarkers and FDG-PET/CT activity after ≥9 months of treatment for spinal TB.
Patients who had completed ≥9 months of treatment for spinal TB were recruited from a major hospital in the Western Cape, South Africa. Participants underwent a FDG-PET/CT scan and FDG- PET/CT activity was quantified for all spinal and extra-spinal sites. Participants also provided a blood sample, which was evaluated for 19 cytokines along with erythrocyte sedimentation rate (ESR). Correlations and multiple regression analyses were used to investigate the association between biomarkers and PET/CT measures.
Twenty-eight patients were recruited, of whom 24 (86%) had spinal and/or extra-spinal FDG-PET/CT activity. In the strongest multiple regression model, CXCL10/IP-10, VEGFA, IFN-γ, CRP and Factor D/Adipsin explained 52% of the variation in overall maximal FDG uptake. Conventional monitoring marker ESR showed no significant association with PET/CT measures.
The current findings offered encouragement that biomarkers to predict FDG-PET/CT activity may show some promise and identified candidate biomarkers for further investigation in this regard.
•Most individuals still had FDG-PET/CT activity at the spine lesion after ≥9 months of TB treatment.•Conventional monitoring marker ESR showed no association with FDG-PET/CT activity.•A novel five-biomarker signature explained 52% of maximal FDG-PET/CT activity.•Biomarker/PET/CT associations varied with HIV status and/or previous TB.</abstract><cop>Scotland</cop><pub>Elsevier Ltd</pub><pmid>34261033</pmid><doi>10.1016/j.tube.2021.102107</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0002-1909-7629</orcidid><orcidid>https://orcid.org/0000-0002-4887-7296</orcidid><orcidid>https://orcid.org/0000-0003-1112-2604</orcidid><orcidid>https://orcid.org/0000-0002-7031-8108</orcidid><orcidid>https://orcid.org/0000-0002-8690-1699</orcidid><orcidid>https://orcid.org/0000-0002-9750-5106</orcidid><orcidid>https://orcid.org/0000-0001-5208-0506</orcidid><orcidid>https://orcid.org/0000-0002-0958-5450</orcidid></addata></record> |
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subjects | Adult Biomarkers Biomarkers - blood Computed tomography Cross-Sectional Studies CXCL10 protein Cytokines Cytokines - blood Duration of Therapy Emission analysis Erythrocyte sedimentation rate Erythrocytes Female Fluorodeoxyglucose F18 Humans Investigations IP-10 protein Male Middle Aged Multiple regression models Patients Positron emission Positron emission tomography Positron Emission Tomography Computed Tomography South Africa Spinal Tertiary Care Centers Tomography Treatment response Tuberculosis Tuberculosis, Spinal - diagnostic imaging Tuberculosis, Spinal - drug therapy γ-Interferon |
title | Biomarkers to predict FDG PET/CT activity after the standard duration of treatment for spinal tuberculosis: An exploratory study |
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