Cargando…

Effectiveness of HCC surveillance programs using multitarget blood test: A modeling study

BACKGROUND: The effectiveness of ultrasound-based surveillance for HCC in patients with cirrhosis is limited by suboptimal sensitivity for early tumor detection and poor adherence. Emerging blood-based biomarkers have been proposed as an alternative surveillance strategy. We aimed to evaluate the co...

Descripción completa

Detalles Bibliográficos
Autores principales: Chhatwal, Jagpreet, Samur, Sumeyye, Yang, Ju Dong, Roberts, Lewis R., Nguyen, Mindie H., Ozbay, A. Burak, Ayer, Turgay, Parikh, Neehar D., Singal, Amit G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10538878/
https://www.ncbi.nlm.nih.gov/pubmed/37204402
http://dx.doi.org/10.1097/HC9.0000000000000146
_version_ 1785113395495698432
author Chhatwal, Jagpreet
Samur, Sumeyye
Yang, Ju Dong
Roberts, Lewis R.
Nguyen, Mindie H.
Ozbay, A. Burak
Ayer, Turgay
Parikh, Neehar D.
Singal, Amit G.
author_facet Chhatwal, Jagpreet
Samur, Sumeyye
Yang, Ju Dong
Roberts, Lewis R.
Nguyen, Mindie H.
Ozbay, A. Burak
Ayer, Turgay
Parikh, Neehar D.
Singal, Amit G.
author_sort Chhatwal, Jagpreet
collection PubMed
description BACKGROUND: The effectiveness of ultrasound-based surveillance for HCC in patients with cirrhosis is limited by suboptimal sensitivity for early tumor detection and poor adherence. Emerging blood-based biomarkers have been proposed as an alternative surveillance strategy. We aimed to evaluate the comparative effectiveness of a multitarget HCC blood test (mt-HBT)—with and without improved adherence—against ultrasound-based HCC surveillance. METHODS: We developed a Markov-based mathematical model that simulated a virtual trial in patients with compensated cirrhosis comparing potential surveillance strategies: biannual surveillance using ultrasound, ultrasound plus AFP, and mt-HBT with or without improved adherence (+10% increase). We used published data to inform underlying liver disease progression rates, HCC tumor growth patterns, performance characteristics of surveillance modalities, and efficacy of treatments. Primary outcomes of interest were the number of early-stage HCCs detected and life years gained. RESULTS: Per 100,000 patients with cirrhosis, mt-HBT detected 1680 more early-stage HCCs than ultrasound alone and 350 more early-stage HCCs than ultrasound + AFP, yielding an additional 5720 and 1000 life years, respectively. mt-HBT with improved adherence detected 2200 more early-stage HCCs than ultrasound and 880 more early-stage HCCs than ultrasound + AFP, yielding an additional 8140 and 3420 life years, respectively. The number of screening tests needed to detect one HCC case was 139 with ultrasound, 122 with ultrasound + AFP, 119 with mt-HBT, and 124 with mt-HBT with improved adherence. CONCLUSIONS: mt-HBT is a promising alternative to ultrasound-based HCC surveillance, particularly given anticipated improved adherence with blood-based biomarkers could increase HCC surveillance effectiveness.
format Online
Article
Text
id pubmed-10538878
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Lippincott Williams & Wilkins
record_format MEDLINE/PubMed
spelling pubmed-105388782023-09-29 Effectiveness of HCC surveillance programs using multitarget blood test: A modeling study Chhatwal, Jagpreet Samur, Sumeyye Yang, Ju Dong Roberts, Lewis R. Nguyen, Mindie H. Ozbay, A. Burak Ayer, Turgay Parikh, Neehar D. Singal, Amit G. Hepatol Commun Original Article BACKGROUND: The effectiveness of ultrasound-based surveillance for HCC in patients with cirrhosis is limited by suboptimal sensitivity for early tumor detection and poor adherence. Emerging blood-based biomarkers have been proposed as an alternative surveillance strategy. We aimed to evaluate the comparative effectiveness of a multitarget HCC blood test (mt-HBT)—with and without improved adherence—against ultrasound-based HCC surveillance. METHODS: We developed a Markov-based mathematical model that simulated a virtual trial in patients with compensated cirrhosis comparing potential surveillance strategies: biannual surveillance using ultrasound, ultrasound plus AFP, and mt-HBT with or without improved adherence (+10% increase). We used published data to inform underlying liver disease progression rates, HCC tumor growth patterns, performance characteristics of surveillance modalities, and efficacy of treatments. Primary outcomes of interest were the number of early-stage HCCs detected and life years gained. RESULTS: Per 100,000 patients with cirrhosis, mt-HBT detected 1680 more early-stage HCCs than ultrasound alone and 350 more early-stage HCCs than ultrasound + AFP, yielding an additional 5720 and 1000 life years, respectively. mt-HBT with improved adherence detected 2200 more early-stage HCCs than ultrasound and 880 more early-stage HCCs than ultrasound + AFP, yielding an additional 8140 and 3420 life years, respectively. The number of screening tests needed to detect one HCC case was 139 with ultrasound, 122 with ultrasound + AFP, 119 with mt-HBT, and 124 with mt-HBT with improved adherence. CONCLUSIONS: mt-HBT is a promising alternative to ultrasound-based HCC surveillance, particularly given anticipated improved adherence with blood-based biomarkers could increase HCC surveillance effectiveness. Lippincott Williams & Wilkins 2023-05-18 /pmc/articles/PMC10538878/ /pubmed/37204402 http://dx.doi.org/10.1097/HC9.0000000000000146 Text en Copyright © 2023 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the American Association for the Study of Liver Diseases. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) (CCBY-NC-ND), where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal. http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/)
spellingShingle Original Article
Chhatwal, Jagpreet
Samur, Sumeyye
Yang, Ju Dong
Roberts, Lewis R.
Nguyen, Mindie H.
Ozbay, A. Burak
Ayer, Turgay
Parikh, Neehar D.
Singal, Amit G.
Effectiveness of HCC surveillance programs using multitarget blood test: A modeling study
title Effectiveness of HCC surveillance programs using multitarget blood test: A modeling study
title_full Effectiveness of HCC surveillance programs using multitarget blood test: A modeling study
title_fullStr Effectiveness of HCC surveillance programs using multitarget blood test: A modeling study
title_full_unstemmed Effectiveness of HCC surveillance programs using multitarget blood test: A modeling study
title_short Effectiveness of HCC surveillance programs using multitarget blood test: A modeling study
title_sort effectiveness of hcc surveillance programs using multitarget blood test: a modeling study
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10538878/
https://www.ncbi.nlm.nih.gov/pubmed/37204402
http://dx.doi.org/10.1097/HC9.0000000000000146
work_keys_str_mv AT chhatwaljagpreet effectivenessofhccsurveillanceprogramsusingmultitargetbloodtestamodelingstudy
AT samursumeyye effectivenessofhccsurveillanceprogramsusingmultitargetbloodtestamodelingstudy
AT yangjudong effectivenessofhccsurveillanceprogramsusingmultitargetbloodtestamodelingstudy
AT robertslewisr effectivenessofhccsurveillanceprogramsusingmultitargetbloodtestamodelingstudy
AT nguyenmindieh effectivenessofhccsurveillanceprogramsusingmultitargetbloodtestamodelingstudy
AT ozbayaburak effectivenessofhccsurveillanceprogramsusingmultitargetbloodtestamodelingstudy
AT ayerturgay effectivenessofhccsurveillanceprogramsusingmultitargetbloodtestamodelingstudy
AT parikhneehard effectivenessofhccsurveillanceprogramsusingmultitargetbloodtestamodelingstudy
AT singalamitg effectivenessofhccsurveillanceprogramsusingmultitargetbloodtestamodelingstudy