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Comparison of a multitarget blood test to ultrasound and alpha‐fetoprotein for hepatocellular carcinoma surveillance: Results of a network meta‐analysis

Ultrasound‐based surveillance has suboptimal sensitivity for early detection of hepatocellular carcinoma (HCC) in patients with cirrhosis. There are several emerging alternatives, including a novel multitarget HCC blood test (Mt‐HBT). We compared performance of mt‐HBT against ultrasound with or with...

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Autores principales: Singal, Amit G., Haaland, Benjamin, Parikh, Neehar D., Ozbay, A. Burak, Kirshner, Carol, Chakankar, Shubham, Porter, Kyle, Chhatwal, Jagpreet, Ayer, Turgay
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9512471/
https://www.ncbi.nlm.nih.gov/pubmed/35945907
http://dx.doi.org/10.1002/hep4.2045
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author Singal, Amit G.
Haaland, Benjamin
Parikh, Neehar D.
Ozbay, A. Burak
Kirshner, Carol
Chakankar, Shubham
Porter, Kyle
Chhatwal, Jagpreet
Ayer, Turgay
author_facet Singal, Amit G.
Haaland, Benjamin
Parikh, Neehar D.
Ozbay, A. Burak
Kirshner, Carol
Chakankar, Shubham
Porter, Kyle
Chhatwal, Jagpreet
Ayer, Turgay
author_sort Singal, Amit G.
collection PubMed
description Ultrasound‐based surveillance has suboptimal sensitivity for early detection of hepatocellular carcinoma (HCC) in patients with cirrhosis. There are several emerging alternatives, including a novel multitarget HCC blood test (Mt‐HBT). We compared performance of mt‐HBT against ultrasound with or without alpha‐fetoprotein (AFP) for early HCC detection in patients with cirrhosis. Per the Preferred Reporting Items for Systematic Reviews and Meta‐Analysis (PRISMA) guidelines, two reviewers searched PubMed, Cochrane, Embase, and clinicaltrials.gov databases from January 1990 through December 2020 to identify studies reporting sensitivity and/or specificity of ultrasound and AFP for overall and early stage HCC detection in patients with cirrhosis. Mt‐HBT diagnostic performance was derived from a clinical validation study. A network meta‐analysis model was built for comparative assessment, and pooled estimates of sensitivity at a fixed specificity were estimated based on Bayesian binormal receiver operating characteristic models for each modality. Forty‐one studies (comprising 62,517 patients with cirrhosis) met inclusion criteria. Ultrasound‐alone sensitivity was 51.6% (95% credible interval [CrI], 43.3%–60.5%) for early stage HCC detection, which increased with the addition of AFP to 74.1% (95% CrI, 62.6%–82.4%); however, this was offset by decreased specificity (87.9% vs. 83.9%, respectively). With specificity fixed at 90%, mt‐HBT sensitivity for early stage HCC detection was higher than ultrasound alone (18.2%; 95% CrI, 0.2%–37.7%) and similar to ultrasound with AFP (−3.3%; 95% CrI, −22.3%–17.4%). Pairwise posterior probabilities suggested a preference for mt‐HBT over ultrasound alone in 97.4% of cases but only 36.3% of cases versus ultrasound with AFP. Conclusion: A blood‐based mt‐HBT has higher sensitivity than ultrasound alone for early stage HCC detection but similar sensitivity compared to ultrasound and AFP. Mt‐HBT could be a comparable alternative to existing methods for HCC surveillance in patients who are at risk.
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spelling pubmed-95124712022-09-30 Comparison of a multitarget blood test to ultrasound and alpha‐fetoprotein for hepatocellular carcinoma surveillance: Results of a network meta‐analysis Singal, Amit G. Haaland, Benjamin Parikh, Neehar D. Ozbay, A. Burak Kirshner, Carol Chakankar, Shubham Porter, Kyle Chhatwal, Jagpreet Ayer, Turgay Hepatol Commun Original Articles Ultrasound‐based surveillance has suboptimal sensitivity for early detection of hepatocellular carcinoma (HCC) in patients with cirrhosis. There are several emerging alternatives, including a novel multitarget HCC blood test (Mt‐HBT). We compared performance of mt‐HBT against ultrasound with or without alpha‐fetoprotein (AFP) for early HCC detection in patients with cirrhosis. Per the Preferred Reporting Items for Systematic Reviews and Meta‐Analysis (PRISMA) guidelines, two reviewers searched PubMed, Cochrane, Embase, and clinicaltrials.gov databases from January 1990 through December 2020 to identify studies reporting sensitivity and/or specificity of ultrasound and AFP for overall and early stage HCC detection in patients with cirrhosis. Mt‐HBT diagnostic performance was derived from a clinical validation study. A network meta‐analysis model was built for comparative assessment, and pooled estimates of sensitivity at a fixed specificity were estimated based on Bayesian binormal receiver operating characteristic models for each modality. Forty‐one studies (comprising 62,517 patients with cirrhosis) met inclusion criteria. Ultrasound‐alone sensitivity was 51.6% (95% credible interval [CrI], 43.3%–60.5%) for early stage HCC detection, which increased with the addition of AFP to 74.1% (95% CrI, 62.6%–82.4%); however, this was offset by decreased specificity (87.9% vs. 83.9%, respectively). With specificity fixed at 90%, mt‐HBT sensitivity for early stage HCC detection was higher than ultrasound alone (18.2%; 95% CrI, 0.2%–37.7%) and similar to ultrasound with AFP (−3.3%; 95% CrI, −22.3%–17.4%). Pairwise posterior probabilities suggested a preference for mt‐HBT over ultrasound alone in 97.4% of cases but only 36.3% of cases versus ultrasound with AFP. Conclusion: A blood‐based mt‐HBT has higher sensitivity than ultrasound alone for early stage HCC detection but similar sensitivity compared to ultrasound and AFP. Mt‐HBT could be a comparable alternative to existing methods for HCC surveillance in patients who are at risk. John Wiley and Sons Inc. 2022-08-09 /pmc/articles/PMC9512471/ /pubmed/35945907 http://dx.doi.org/10.1002/hep4.2045 Text en © 2022 The Authors. Hepatology Communications published by Wiley Periodicals LLC on behalf of American Association for the Study of Liver Diseases. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Original Articles
Singal, Amit G.
Haaland, Benjamin
Parikh, Neehar D.
Ozbay, A. Burak
Kirshner, Carol
Chakankar, Shubham
Porter, Kyle
Chhatwal, Jagpreet
Ayer, Turgay
Comparison of a multitarget blood test to ultrasound and alpha‐fetoprotein for hepatocellular carcinoma surveillance: Results of a network meta‐analysis
title Comparison of a multitarget blood test to ultrasound and alpha‐fetoprotein for hepatocellular carcinoma surveillance: Results of a network meta‐analysis
title_full Comparison of a multitarget blood test to ultrasound and alpha‐fetoprotein for hepatocellular carcinoma surveillance: Results of a network meta‐analysis
title_fullStr Comparison of a multitarget blood test to ultrasound and alpha‐fetoprotein for hepatocellular carcinoma surveillance: Results of a network meta‐analysis
title_full_unstemmed Comparison of a multitarget blood test to ultrasound and alpha‐fetoprotein for hepatocellular carcinoma surveillance: Results of a network meta‐analysis
title_short Comparison of a multitarget blood test to ultrasound and alpha‐fetoprotein for hepatocellular carcinoma surveillance: Results of a network meta‐analysis
title_sort comparison of a multitarget blood test to ultrasound and alpha‐fetoprotein for hepatocellular carcinoma surveillance: results of a network meta‐analysis
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9512471/
https://www.ncbi.nlm.nih.gov/pubmed/35945907
http://dx.doi.org/10.1002/hep4.2045
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