Network Meta-Analysis: Noninvasive Imaging Modalities for Identifying Clinically Significant Portal Hypertension
Background Although measurement of the hepatic venous pressure gradient (HVPG) is the current reference standard for obtaining portal venous pressures, several noninvasive imaging-based modalities have been proposed as alternatives. Aims We performed a systematic review and meta-analysis to compare...
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creator | Hai, Yang Chong, Weelic Eisenbrey, John R. Forsberg, Flemming |
description | Background
Although measurement of the hepatic venous pressure gradient (HVPG) is the current reference standard for obtaining portal venous pressures, several noninvasive imaging-based modalities have been proposed as alternatives.
Aims
We performed a systematic review and meta-analysis to compare the diagnostic accuracy of noninvasive imaging approaches for identifying clinically significant portal hypertension (CSPH).
Methods
Two independent reviewers conducted a literature search of PubMed, SCOPUS, and the Cochrane Library from inception until January 5, 2021. The following imaging modalities were compared to HVPG: computed tomography (CT), magnetic resonance imaging (MRI), magnetic resonance elastography, ultrasound, transient elastography (TE), shear wave elastography (SWE), acoustic radiation force impulse (ARFI) imaging, contrast-enhanced ultrasound (CEUS), and subharmonic-aided pressure estimation (SHAPE). Sensitivity, specificity, diagnostic odds ratio (DOR), and area under the curve (AUC) for summary receiver operating characteristic were calculated using both frequentist random effects and Bayesian network meta-analytic approaches.
Results
We analyzed 45 studies of 5678 patients. A broad overlapping confidence interval (CI) of DOR was observed among different imaging modalities: ARFI (30.5; 95% CI 12.7–73.3), CEUS and SHAPE (21.1; 95% CI 6.4–69.8), TE of liver stiffness (21.1; 95% CI 13.3–33.5), CT and MRI (13.7; 95% CI 7.40–25.4), SWE of liver stiffness (10.5; 95% CI 5.2–21.1), and ultrasound (9.5; 95% CI 4.9–18.4). The AUC of all imaging methods exceeded 0.8, indicating very good performance. At a cutoff of 80% specificity, TE, CEUS, and SHAPE exceeded 80% sensitivity.
Conclusion
Overall, noninvasive imaging modalities perform well for identifying CSPH. Clinicians should consider these noninvasive and cost-efficient tests when diagnosing CSPH. |
doi_str_mv | 10.1007/s10620-021-07168-y |
format | Article |
fullrecord | <record><control><sourceid>gale_proqu</sourceid><recordid>TN_cdi_proquest_miscellaneous_2553241435</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A708482501</galeid><sourcerecordid>A708482501</sourcerecordid><originalsourceid>FETCH-LOGICAL-c486t-77394a072f1846f35dd52a690bc455003830fffc6e9110f519b3b0cbbb45a8033</originalsourceid><addsrcrecordid>eNp9kVFvFCEUhYnR2LX6B3wwk_jiy9QLDAzj22aj7SZtNVGfCTMDEyoDK7A18-_LutVGYwwPwL3fOeFyEHqJ4QwDtG8TBk6gBoJraDEX9fIIrTBraU0YF4_RCjAvZ4z5CXqW0g0AdIV7ik5oQ1oGoluh3bXOP0L8Vl3prOq1V25JNr2rroO3_lYle6ur7awm66fqKozK2Wx1qkyI1XbUPluzHFobZ70dlHNL9dlO3ppy8bn6FGJWrrpYdjpm7ZMN_jl6YpRL-sX9foq-fnj_ZXNRX348327Wl_XQCJ7rtqVdo6AlBouGG8rGkRHFO-iHhjEAKigYYwauO4zBMNz1tIeh7_uGKQGUnqI3R99dDN_3OmU52zRo55TXYZ8kYYySBjeUFfT1X-hN2MfyFYXiAhNBW0oeqEk5La03IUc1HEzlugXRCMIAF-rsH1RZo57tELw2ttT_EJCjYIghpaiN3EU7q7hIDPIQszzGLEvM8mfMcimiV_cv3vezHn9LfuVaAHoEUmn5SceHkf5jewermrH_</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2681283732</pqid></control><display><type>article</type><title>Network Meta-Analysis: Noninvasive Imaging Modalities for Identifying Clinically Significant Portal Hypertension</title><source>MEDLINE</source><source>SpringerLink Journals - AutoHoldings</source><creator>Hai, Yang ; Chong, Weelic ; Eisenbrey, John R. ; Forsberg, Flemming</creator><creatorcontrib>Hai, Yang ; Chong, Weelic ; Eisenbrey, John R. ; Forsberg, Flemming</creatorcontrib><description>Background
Although measurement of the hepatic venous pressure gradient (HVPG) is the current reference standard for obtaining portal venous pressures, several noninvasive imaging-based modalities have been proposed as alternatives.
Aims
We performed a systematic review and meta-analysis to compare the diagnostic accuracy of noninvasive imaging approaches for identifying clinically significant portal hypertension (CSPH).
Methods
Two independent reviewers conducted a literature search of PubMed, SCOPUS, and the Cochrane Library from inception until January 5, 2021. The following imaging modalities were compared to HVPG: computed tomography (CT), magnetic resonance imaging (MRI), magnetic resonance elastography, ultrasound, transient elastography (TE), shear wave elastography (SWE), acoustic radiation force impulse (ARFI) imaging, contrast-enhanced ultrasound (CEUS), and subharmonic-aided pressure estimation (SHAPE). Sensitivity, specificity, diagnostic odds ratio (DOR), and area under the curve (AUC) for summary receiver operating characteristic were calculated using both frequentist random effects and Bayesian network meta-analytic approaches.
Results
We analyzed 45 studies of 5678 patients. A broad overlapping confidence interval (CI) of DOR was observed among different imaging modalities: ARFI (30.5; 95% CI 12.7–73.3), CEUS and SHAPE (21.1; 95% CI 6.4–69.8), TE of liver stiffness (21.1; 95% CI 13.3–33.5), CT and MRI (13.7; 95% CI 7.40–25.4), SWE of liver stiffness (10.5; 95% CI 5.2–21.1), and ultrasound (9.5; 95% CI 4.9–18.4). The AUC of all imaging methods exceeded 0.8, indicating very good performance. At a cutoff of 80% specificity, TE, CEUS, and SHAPE exceeded 80% sensitivity.
Conclusion
Overall, noninvasive imaging modalities perform well for identifying CSPH. Clinicians should consider these noninvasive and cost-efficient tests when diagnosing CSPH.</description><identifier>ISSN: 0163-2116</identifier><identifier>ISSN: 1573-2568</identifier><identifier>EISSN: 1573-2568</identifier><identifier>DOI: 10.1007/s10620-021-07168-y</identifier><identifier>PMID: 34275089</identifier><language>eng</language><publisher>New York: Springer US</publisher><subject>Bayes Theorem ; Biochemistry ; Clinical significance ; Comparative analysis ; CT imaging ; Diagnostic imaging ; Elasticity Imaging Techniques - methods ; Gastroenterology ; Hepatology ; Humans ; Hypertension ; Hypertension, Portal ; Liver ; Liver - pathology ; Liver Cirrhosis - pathology ; Magnetic resonance imaging ; Medical diagnosis ; Medical research ; Medicine ; Medicine & Public Health ; Medicine, Experimental ; Meta-analysis ; Oncology ; Original Article ; Portal hypertension ; Portal Pressure ; Transplant Surgery ; Ultrasonic imaging ; Venous pressure</subject><ispartof>Digestive diseases and sciences, 2022-07, Vol.67 (7), p.3313-3326</ispartof><rights>The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2021</rights><rights>2021. The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.</rights><rights>COPYRIGHT 2022 Springer</rights><rights>The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2021.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c486t-77394a072f1846f35dd52a690bc455003830fffc6e9110f519b3b0cbbb45a8033</citedby><cites>FETCH-LOGICAL-c486t-77394a072f1846f35dd52a690bc455003830fffc6e9110f519b3b0cbbb45a8033</cites><orcidid>0000-0003-2215-1371</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s10620-021-07168-y$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s10620-021-07168-y$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27901,27902,41464,42533,51294</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34275089$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Hai, Yang</creatorcontrib><creatorcontrib>Chong, Weelic</creatorcontrib><creatorcontrib>Eisenbrey, John R.</creatorcontrib><creatorcontrib>Forsberg, Flemming</creatorcontrib><title>Network Meta-Analysis: Noninvasive Imaging Modalities for Identifying Clinically Significant Portal Hypertension</title><title>Digestive diseases and sciences</title><addtitle>Dig Dis Sci</addtitle><addtitle>Dig Dis Sci</addtitle><description>Background
Although measurement of the hepatic venous pressure gradient (HVPG) is the current reference standard for obtaining portal venous pressures, several noninvasive imaging-based modalities have been proposed as alternatives.
Aims
We performed a systematic review and meta-analysis to compare the diagnostic accuracy of noninvasive imaging approaches for identifying clinically significant portal hypertension (CSPH).
Methods
Two independent reviewers conducted a literature search of PubMed, SCOPUS, and the Cochrane Library from inception until January 5, 2021. The following imaging modalities were compared to HVPG: computed tomography (CT), magnetic resonance imaging (MRI), magnetic resonance elastography, ultrasound, transient elastography (TE), shear wave elastography (SWE), acoustic radiation force impulse (ARFI) imaging, contrast-enhanced ultrasound (CEUS), and subharmonic-aided pressure estimation (SHAPE). Sensitivity, specificity, diagnostic odds ratio (DOR), and area under the curve (AUC) for summary receiver operating characteristic were calculated using both frequentist random effects and Bayesian network meta-analytic approaches.
Results
We analyzed 45 studies of 5678 patients. A broad overlapping confidence interval (CI) of DOR was observed among different imaging modalities: ARFI (30.5; 95% CI 12.7–73.3), CEUS and SHAPE (21.1; 95% CI 6.4–69.8), TE of liver stiffness (21.1; 95% CI 13.3–33.5), CT and MRI (13.7; 95% CI 7.40–25.4), SWE of liver stiffness (10.5; 95% CI 5.2–21.1), and ultrasound (9.5; 95% CI 4.9–18.4). The AUC of all imaging methods exceeded 0.8, indicating very good performance. At a cutoff of 80% specificity, TE, CEUS, and SHAPE exceeded 80% sensitivity.
Conclusion
Overall, noninvasive imaging modalities perform well for identifying CSPH. Clinicians should consider these noninvasive and cost-efficient tests when diagnosing CSPH.</description><subject>Bayes Theorem</subject><subject>Biochemistry</subject><subject>Clinical significance</subject><subject>Comparative analysis</subject><subject>CT imaging</subject><subject>Diagnostic imaging</subject><subject>Elasticity Imaging Techniques - methods</subject><subject>Gastroenterology</subject><subject>Hepatology</subject><subject>Humans</subject><subject>Hypertension</subject><subject>Hypertension, Portal</subject><subject>Liver</subject><subject>Liver - pathology</subject><subject>Liver Cirrhosis - pathology</subject><subject>Magnetic resonance imaging</subject><subject>Medical diagnosis</subject><subject>Medical research</subject><subject>Medicine</subject><subject>Medicine & Public Health</subject><subject>Medicine, Experimental</subject><subject>Meta-analysis</subject><subject>Oncology</subject><subject>Original Article</subject><subject>Portal hypertension</subject><subject>Portal Pressure</subject><subject>Transplant Surgery</subject><subject>Ultrasonic imaging</subject><subject>Venous pressure</subject><issn>0163-2116</issn><issn>1573-2568</issn><issn>1573-2568</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>BENPR</sourceid><recordid>eNp9kVFvFCEUhYnR2LX6B3wwk_jiy9QLDAzj22aj7SZtNVGfCTMDEyoDK7A18-_LutVGYwwPwL3fOeFyEHqJ4QwDtG8TBk6gBoJraDEX9fIIrTBraU0YF4_RCjAvZ4z5CXqW0g0AdIV7ik5oQ1oGoluh3bXOP0L8Vl3prOq1V25JNr2rroO3_lYle6ur7awm66fqKozK2Wx1qkyI1XbUPluzHFobZ70dlHNL9dlO3ppy8bn6FGJWrrpYdjpm7ZMN_jl6YpRL-sX9foq-fnj_ZXNRX348327Wl_XQCJ7rtqVdo6AlBouGG8rGkRHFO-iHhjEAKigYYwauO4zBMNz1tIeh7_uGKQGUnqI3R99dDN_3OmU52zRo55TXYZ8kYYySBjeUFfT1X-hN2MfyFYXiAhNBW0oeqEk5La03IUc1HEzlugXRCMIAF-rsH1RZo57tELw2ttT_EJCjYIghpaiN3EU7q7hIDPIQszzGLEvM8mfMcimiV_cv3vezHn9LfuVaAHoEUmn5SceHkf5jewermrH_</recordid><startdate>20220701</startdate><enddate>20220701</enddate><creator>Hai, Yang</creator><creator>Chong, Weelic</creator><creator>Eisenbrey, John R.</creator><creator>Forsberg, Flemming</creator><general>Springer US</general><general>Springer</general><general>Springer Nature B.V</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>3V.</scope><scope>7RV</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9-</scope><scope>K9.</scope><scope>KB0</scope><scope>M0R</scope><scope>M0S</scope><scope>M1P</scope><scope>NAPCQ</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0003-2215-1371</orcidid></search><sort><creationdate>20220701</creationdate><title>Network Meta-Analysis: Noninvasive Imaging Modalities for Identifying Clinically Significant Portal Hypertension</title><author>Hai, Yang ; Chong, Weelic ; Eisenbrey, John R. ; Forsberg, Flemming</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c486t-77394a072f1846f35dd52a690bc455003830fffc6e9110f519b3b0cbbb45a8033</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Bayes Theorem</topic><topic>Biochemistry</topic><topic>Clinical significance</topic><topic>Comparative analysis</topic><topic>CT imaging</topic><topic>Diagnostic imaging</topic><topic>Elasticity Imaging Techniques - methods</topic><topic>Gastroenterology</topic><topic>Hepatology</topic><topic>Humans</topic><topic>Hypertension</topic><topic>Hypertension, Portal</topic><topic>Liver</topic><topic>Liver - pathology</topic><topic>Liver Cirrhosis - pathology</topic><topic>Magnetic resonance imaging</topic><topic>Medical diagnosis</topic><topic>Medical research</topic><topic>Medicine</topic><topic>Medicine & Public Health</topic><topic>Medicine, Experimental</topic><topic>Meta-analysis</topic><topic>Oncology</topic><topic>Original Article</topic><topic>Portal hypertension</topic><topic>Portal Pressure</topic><topic>Transplant Surgery</topic><topic>Ultrasonic imaging</topic><topic>Venous pressure</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hai, Yang</creatorcontrib><creatorcontrib>Chong, Weelic</creatorcontrib><creatorcontrib>Eisenbrey, John R.</creatorcontrib><creatorcontrib>Forsberg, Flemming</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Nursing & Allied Health Database</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>Consumer Health Database (Alumni Edition)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Database (Alumni Edition)</collection><collection>Consumer Health Database</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Nursing & Allied Health Premium</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><jtitle>Digestive diseases and sciences</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hai, Yang</au><au>Chong, Weelic</au><au>Eisenbrey, John R.</au><au>Forsberg, Flemming</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Network Meta-Analysis: Noninvasive Imaging Modalities for Identifying Clinically Significant Portal Hypertension</atitle><jtitle>Digestive diseases and sciences</jtitle><stitle>Dig Dis Sci</stitle><addtitle>Dig Dis Sci</addtitle><date>2022-07-01</date><risdate>2022</risdate><volume>67</volume><issue>7</issue><spage>3313</spage><epage>3326</epage><pages>3313-3326</pages><issn>0163-2116</issn><issn>1573-2568</issn><eissn>1573-2568</eissn><abstract>Background
Although measurement of the hepatic venous pressure gradient (HVPG) is the current reference standard for obtaining portal venous pressures, several noninvasive imaging-based modalities have been proposed as alternatives.
Aims
We performed a systematic review and meta-analysis to compare the diagnostic accuracy of noninvasive imaging approaches for identifying clinically significant portal hypertension (CSPH).
Methods
Two independent reviewers conducted a literature search of PubMed, SCOPUS, and the Cochrane Library from inception until January 5, 2021. The following imaging modalities were compared to HVPG: computed tomography (CT), magnetic resonance imaging (MRI), magnetic resonance elastography, ultrasound, transient elastography (TE), shear wave elastography (SWE), acoustic radiation force impulse (ARFI) imaging, contrast-enhanced ultrasound (CEUS), and subharmonic-aided pressure estimation (SHAPE). Sensitivity, specificity, diagnostic odds ratio (DOR), and area under the curve (AUC) for summary receiver operating characteristic were calculated using both frequentist random effects and Bayesian network meta-analytic approaches.
Results
We analyzed 45 studies of 5678 patients. A broad overlapping confidence interval (CI) of DOR was observed among different imaging modalities: ARFI (30.5; 95% CI 12.7–73.3), CEUS and SHAPE (21.1; 95% CI 6.4–69.8), TE of liver stiffness (21.1; 95% CI 13.3–33.5), CT and MRI (13.7; 95% CI 7.40–25.4), SWE of liver stiffness (10.5; 95% CI 5.2–21.1), and ultrasound (9.5; 95% CI 4.9–18.4). The AUC of all imaging methods exceeded 0.8, indicating very good performance. At a cutoff of 80% specificity, TE, CEUS, and SHAPE exceeded 80% sensitivity.
Conclusion
Overall, noninvasive imaging modalities perform well for identifying CSPH. Clinicians should consider these noninvasive and cost-efficient tests when diagnosing CSPH.</abstract><cop>New York</cop><pub>Springer US</pub><pmid>34275089</pmid><doi>10.1007/s10620-021-07168-y</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0003-2215-1371</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Bayes Theorem Biochemistry Clinical significance Comparative analysis CT imaging Diagnostic imaging Elasticity Imaging Techniques - methods Gastroenterology Hepatology Humans Hypertension Hypertension, Portal Liver Liver - pathology Liver Cirrhosis - pathology Magnetic resonance imaging Medical diagnosis Medical research Medicine Medicine & Public Health Medicine, Experimental Meta-analysis Oncology Original Article Portal hypertension Portal Pressure Transplant Surgery Ultrasonic imaging Venous pressure |
title | Network Meta-Analysis: Noninvasive Imaging Modalities for Identifying Clinically Significant Portal Hypertension |
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