Cargando…

A Paradigm Shift in Primary Liver Cancer Therapy Utilizing Genomics, Molecular Biomarkers, and Artificial Intelligence

SIMPLE SUMMARY: Primary liver tumors impose significant patient morbidity and mortality with overall poor prognosis. To date, conventional therapies have provided only modest survival benefit to patients. Developments in genomics, molecular biomarkers, and artificial intelligence are introducing nov...

Descripción completa

Detalles Bibliográficos
Autores principales: Moroney, James, Trivella, Juan, George, Ben, White, Sarah B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10216313/
https://www.ncbi.nlm.nih.gov/pubmed/37345129
http://dx.doi.org/10.3390/cancers15102791
_version_ 1785048268431949824
author Moroney, James
Trivella, Juan
George, Ben
White, Sarah B.
author_facet Moroney, James
Trivella, Juan
George, Ben
White, Sarah B.
author_sort Moroney, James
collection PubMed
description SIMPLE SUMMARY: Primary liver tumors impose significant patient morbidity and mortality with overall poor prognosis. To date, conventional therapies have provided only modest survival benefit to patients. Developments in genomics, molecular biomarkers, and artificial intelligence are introducing novel patient-centered approaches to treat primary liver tumors to improve patient survival. Recent FDA-approved immune checkpoint inhibitors Atezolizumab–Bevacizumab and Durvalumab–Tremelimumab have demonstrated improved survival outcomes and in many cases disease downstaging to curative resection. Clinical trials investigating combined immunotherapy and locoregional therapy in advanced liver disease are ongoing with promising preliminary results. Future directions in liver cancer management will likely incorporate treatment algorithms based on individualized patient molecular biomarkers. ABSTRACT: Primary liver cancer is the sixth most common cancer worldwide and the third leading cause of cancer-related death. Conventional therapies offer limited survival benefit despite improvements in locoregional liver-directed therapies, which highlights the underlying complexity of liver cancers. This review explores the latest research in primary liver cancer therapies, focusing on developments in genomics, molecular biomarkers, and artificial intelligence. Attention is also given to ongoing research and future directions of immunotherapy and locoregional therapies of primary liver cancers.
format Online
Article
Text
id pubmed-10216313
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-102163132023-05-27 A Paradigm Shift in Primary Liver Cancer Therapy Utilizing Genomics, Molecular Biomarkers, and Artificial Intelligence Moroney, James Trivella, Juan George, Ben White, Sarah B. Cancers (Basel) Review SIMPLE SUMMARY: Primary liver tumors impose significant patient morbidity and mortality with overall poor prognosis. To date, conventional therapies have provided only modest survival benefit to patients. Developments in genomics, molecular biomarkers, and artificial intelligence are introducing novel patient-centered approaches to treat primary liver tumors to improve patient survival. Recent FDA-approved immune checkpoint inhibitors Atezolizumab–Bevacizumab and Durvalumab–Tremelimumab have demonstrated improved survival outcomes and in many cases disease downstaging to curative resection. Clinical trials investigating combined immunotherapy and locoregional therapy in advanced liver disease are ongoing with promising preliminary results. Future directions in liver cancer management will likely incorporate treatment algorithms based on individualized patient molecular biomarkers. ABSTRACT: Primary liver cancer is the sixth most common cancer worldwide and the third leading cause of cancer-related death. Conventional therapies offer limited survival benefit despite improvements in locoregional liver-directed therapies, which highlights the underlying complexity of liver cancers. This review explores the latest research in primary liver cancer therapies, focusing on developments in genomics, molecular biomarkers, and artificial intelligence. Attention is also given to ongoing research and future directions of immunotherapy and locoregional therapies of primary liver cancers. MDPI 2023-05-17 /pmc/articles/PMC10216313/ /pubmed/37345129 http://dx.doi.org/10.3390/cancers15102791 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Moroney, James
Trivella, Juan
George, Ben
White, Sarah B.
A Paradigm Shift in Primary Liver Cancer Therapy Utilizing Genomics, Molecular Biomarkers, and Artificial Intelligence
title A Paradigm Shift in Primary Liver Cancer Therapy Utilizing Genomics, Molecular Biomarkers, and Artificial Intelligence
title_full A Paradigm Shift in Primary Liver Cancer Therapy Utilizing Genomics, Molecular Biomarkers, and Artificial Intelligence
title_fullStr A Paradigm Shift in Primary Liver Cancer Therapy Utilizing Genomics, Molecular Biomarkers, and Artificial Intelligence
title_full_unstemmed A Paradigm Shift in Primary Liver Cancer Therapy Utilizing Genomics, Molecular Biomarkers, and Artificial Intelligence
title_short A Paradigm Shift in Primary Liver Cancer Therapy Utilizing Genomics, Molecular Biomarkers, and Artificial Intelligence
title_sort paradigm shift in primary liver cancer therapy utilizing genomics, molecular biomarkers, and artificial intelligence
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10216313/
https://www.ncbi.nlm.nih.gov/pubmed/37345129
http://dx.doi.org/10.3390/cancers15102791
work_keys_str_mv AT moroneyjames aparadigmshiftinprimarylivercancertherapyutilizinggenomicsmolecularbiomarkersandartificialintelligence
AT trivellajuan aparadigmshiftinprimarylivercancertherapyutilizinggenomicsmolecularbiomarkersandartificialintelligence
AT georgeben aparadigmshiftinprimarylivercancertherapyutilizinggenomicsmolecularbiomarkersandartificialintelligence
AT whitesarahb aparadigmshiftinprimarylivercancertherapyutilizinggenomicsmolecularbiomarkersandartificialintelligence
AT moroneyjames paradigmshiftinprimarylivercancertherapyutilizinggenomicsmolecularbiomarkersandartificialintelligence
AT trivellajuan paradigmshiftinprimarylivercancertherapyutilizinggenomicsmolecularbiomarkersandartificialintelligence
AT georgeben paradigmshiftinprimarylivercancertherapyutilizinggenomicsmolecularbiomarkersandartificialintelligence
AT whitesarahb paradigmshiftinprimarylivercancertherapyutilizinggenomicsmolecularbiomarkersandartificialintelligence