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Gender Differences in a Mouse Model of Hepatocellular Carcinoma Revealed Using Multi-Modal Imaging

SIMPLE SUMMARY: The worldwide prevalence of liver cancer, an extremely lethal disease, continues to increase. Although there are many risk factors associated with liver cancer including a fatty liver, metabolic syndrome (diabetes), and lifestyle choices (poor diet and alcohol abuse), it is still cha...

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Autores principales: Engel, Brian J., Paolillo, Vincenzo, Uddin, Md. Nasir, Gonzales, Kristyn A., McGinnis, Kathryn M., Sutton, Margie N., Patnana, Madhavi, Grindel, Brian J., Gores, Gregory J., Piwnica-Worms, David, Beretta, Laura, Pisaneschi, Federica, Gammon, Seth T., Millward, Steven W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10417617/
https://www.ncbi.nlm.nih.gov/pubmed/37568603
http://dx.doi.org/10.3390/cancers15153787
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author Engel, Brian J.
Paolillo, Vincenzo
Uddin, Md. Nasir
Gonzales, Kristyn A.
McGinnis, Kathryn M.
Sutton, Margie N.
Patnana, Madhavi
Grindel, Brian J.
Gores, Gregory J.
Piwnica-Worms, David
Beretta, Laura
Pisaneschi, Federica
Gammon, Seth T.
Millward, Steven W.
author_facet Engel, Brian J.
Paolillo, Vincenzo
Uddin, Md. Nasir
Gonzales, Kristyn A.
McGinnis, Kathryn M.
Sutton, Margie N.
Patnana, Madhavi
Grindel, Brian J.
Gores, Gregory J.
Piwnica-Worms, David
Beretta, Laura
Pisaneschi, Federica
Gammon, Seth T.
Millward, Steven W.
author_sort Engel, Brian J.
collection PubMed
description SIMPLE SUMMARY: The worldwide prevalence of liver cancer, an extremely lethal disease, continues to increase. Although there are many risk factors associated with liver cancer including a fatty liver, metabolic syndrome (diabetes), and lifestyle choices (poor diet and alcohol abuse), it is still challenging to predict which patients are most likely to develop the disease and identify the most effective interventions. In this study, we carried out a non-invasive, multi-modal study of liver cancer in a mouse model to identify imaging characteristics (imaging biomarkers) that could be used to predict the development of malignant disease. We found that multiple clinical imaging techniques could predict liver cancer development in male mice, while only a handful of imaging techniques had any predictive power in female mice. The results of this study provide evidence that imaging biomarkers can predict liver cancer in mouse models and that mouse gender can significantly influence liver tumor development. ABSTRACT: The worldwide incidence of hepatocellular carcinoma (HCC) continues to rise, in part due to poor diet, limited exercise, and alcohol abuse. Numerous studies have suggested that the loss or mutation of PTEN plays a critical role in HCC tumorigenesis through the activation of the PI3K/Akt signaling axis. The homozygous knockout of PTEN in the livers of mice results in the accumulation of fat (steatosis), inflammation, fibrosis, and eventually progression to HCC. This phenotype bears a striking similarity to non-alcoholic steatohepatitis (NASH) which is thought to occupy an intermediate stage between non-alcoholic fatty liver disease (NAFLD), fibrosis, and HCC. The molecular and physiological phenotypes that manifest during the transition to HCC suggest that molecular imaging could provide a non-invasive screening platform to identify the hallmarks of HCC initiation prior to the presentation of clinical disease. We have carried out longitudinal imaging studies on the liver-specific PTEN knockout mouse model using CT, MRI, and multi-tracer PET to interrogate liver size, steatosis, inflammation, and apoptosis. In male PTEN knockout mice, significant steatosis was observed as early as 3 months using both magnetic resonance spectroscopy (MRS) and computed tomography (CT). Enhanced uptake of the apoptosis tracer (18)F-TBD was also observed in the livers of male PTEN homozygous knockout mice between 3 and 4 months of age relative to heterozygous knockout controls. Liver uptake of the inflammation tracer [(18)F]4FN remained relatively low and constant over 7 months in male PTEN homozygous knockout mice, suggesting the suppression of high-energy ROS/RNS with PTEN deletion relative to heterozygous males where the [(18)F]4FN liver uptake was elevated at early and late time points. All male PTEN homozygous mice developed HCC lesions by month 10. In contrast to the male cohort, only 20% (2 out of 10) of female PTEN homozygous knockout mice developed HCC lesions by month 10. Steatosis was significantly less pronounced in the female PTEN homozygous knockout mice relative to males and could not accurately predict the eventual occurrence of HCC. As with the males, the [(18)F]4FN uptake in female PTEN homozygous knockout mice was low and constant throughout the time course. The liver uptake of (18)F-TBD at 3 and 4.5 months was higher in the two female PTEN knockout mice that would eventually develop HCC and was the most predictive imaging biomarker for HCC in the female cohort. These studies demonstrate the diagnostic and prognostic role of multi-modal imaging in HCC mouse models and provide compelling evidence that disease progression in the PTEN knockout model is highly dependent on gender.
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spelling pubmed-104176172023-08-12 Gender Differences in a Mouse Model of Hepatocellular Carcinoma Revealed Using Multi-Modal Imaging Engel, Brian J. Paolillo, Vincenzo Uddin, Md. Nasir Gonzales, Kristyn A. McGinnis, Kathryn M. Sutton, Margie N. Patnana, Madhavi Grindel, Brian J. Gores, Gregory J. Piwnica-Worms, David Beretta, Laura Pisaneschi, Federica Gammon, Seth T. Millward, Steven W. Cancers (Basel) Article SIMPLE SUMMARY: The worldwide prevalence of liver cancer, an extremely lethal disease, continues to increase. Although there are many risk factors associated with liver cancer including a fatty liver, metabolic syndrome (diabetes), and lifestyle choices (poor diet and alcohol abuse), it is still challenging to predict which patients are most likely to develop the disease and identify the most effective interventions. In this study, we carried out a non-invasive, multi-modal study of liver cancer in a mouse model to identify imaging characteristics (imaging biomarkers) that could be used to predict the development of malignant disease. We found that multiple clinical imaging techniques could predict liver cancer development in male mice, while only a handful of imaging techniques had any predictive power in female mice. The results of this study provide evidence that imaging biomarkers can predict liver cancer in mouse models and that mouse gender can significantly influence liver tumor development. ABSTRACT: The worldwide incidence of hepatocellular carcinoma (HCC) continues to rise, in part due to poor diet, limited exercise, and alcohol abuse. Numerous studies have suggested that the loss or mutation of PTEN plays a critical role in HCC tumorigenesis through the activation of the PI3K/Akt signaling axis. The homozygous knockout of PTEN in the livers of mice results in the accumulation of fat (steatosis), inflammation, fibrosis, and eventually progression to HCC. This phenotype bears a striking similarity to non-alcoholic steatohepatitis (NASH) which is thought to occupy an intermediate stage between non-alcoholic fatty liver disease (NAFLD), fibrosis, and HCC. The molecular and physiological phenotypes that manifest during the transition to HCC suggest that molecular imaging could provide a non-invasive screening platform to identify the hallmarks of HCC initiation prior to the presentation of clinical disease. We have carried out longitudinal imaging studies on the liver-specific PTEN knockout mouse model using CT, MRI, and multi-tracer PET to interrogate liver size, steatosis, inflammation, and apoptosis. In male PTEN knockout mice, significant steatosis was observed as early as 3 months using both magnetic resonance spectroscopy (MRS) and computed tomography (CT). Enhanced uptake of the apoptosis tracer (18)F-TBD was also observed in the livers of male PTEN homozygous knockout mice between 3 and 4 months of age relative to heterozygous knockout controls. Liver uptake of the inflammation tracer [(18)F]4FN remained relatively low and constant over 7 months in male PTEN homozygous knockout mice, suggesting the suppression of high-energy ROS/RNS with PTEN deletion relative to heterozygous males where the [(18)F]4FN liver uptake was elevated at early and late time points. All male PTEN homozygous mice developed HCC lesions by month 10. In contrast to the male cohort, only 20% (2 out of 10) of female PTEN homozygous knockout mice developed HCC lesions by month 10. Steatosis was significantly less pronounced in the female PTEN homozygous knockout mice relative to males and could not accurately predict the eventual occurrence of HCC. As with the males, the [(18)F]4FN uptake in female PTEN homozygous knockout mice was low and constant throughout the time course. The liver uptake of (18)F-TBD at 3 and 4.5 months was higher in the two female PTEN knockout mice that would eventually develop HCC and was the most predictive imaging biomarker for HCC in the female cohort. These studies demonstrate the diagnostic and prognostic role of multi-modal imaging in HCC mouse models and provide compelling evidence that disease progression in the PTEN knockout model is highly dependent on gender. MDPI 2023-07-26 /pmc/articles/PMC10417617/ /pubmed/37568603 http://dx.doi.org/10.3390/cancers15153787 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 Article
Engel, Brian J.
Paolillo, Vincenzo
Uddin, Md. Nasir
Gonzales, Kristyn A.
McGinnis, Kathryn M.
Sutton, Margie N.
Patnana, Madhavi
Grindel, Brian J.
Gores, Gregory J.
Piwnica-Worms, David
Beretta, Laura
Pisaneschi, Federica
Gammon, Seth T.
Millward, Steven W.
Gender Differences in a Mouse Model of Hepatocellular Carcinoma Revealed Using Multi-Modal Imaging
title Gender Differences in a Mouse Model of Hepatocellular Carcinoma Revealed Using Multi-Modal Imaging
title_full Gender Differences in a Mouse Model of Hepatocellular Carcinoma Revealed Using Multi-Modal Imaging
title_fullStr Gender Differences in a Mouse Model of Hepatocellular Carcinoma Revealed Using Multi-Modal Imaging
title_full_unstemmed Gender Differences in a Mouse Model of Hepatocellular Carcinoma Revealed Using Multi-Modal Imaging
title_short Gender Differences in a Mouse Model of Hepatocellular Carcinoma Revealed Using Multi-Modal Imaging
title_sort gender differences in a mouse model of hepatocellular carcinoma revealed using multi-modal imaging
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10417617/
https://www.ncbi.nlm.nih.gov/pubmed/37568603
http://dx.doi.org/10.3390/cancers15153787
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