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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Veröffentlicht in:Digestive diseases and sciences 2022-07, Vol.67 (7), p.3313-3326
Hauptverfasser: Hai, Yang, Chong, Weelic, Eisenbrey, John R., Forsberg, Flemming
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container_end_page 3326
container_issue 7
container_start_page 3313
container_title Digestive diseases and sciences
container_volume 67
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
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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 &amp; 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. 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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. 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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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source MEDLINE; SpringerLink Journals - AutoHoldings
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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