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Prognostic Value of CD8+ Lymphocytes in Hepatocellular Carcinoma and Perineoplastic Parenchyma Assessed by Interface Density Profiles in Liver Resection Samples

SIMPLE SUMMARY: In this study, we present the overall survival and recurrence-free survival models based on CD8 profiles in hepatocellular carcinoma (HCC) and peritumoral liver tissue, including other clinical and pathological variables. We extracted CD8 distribution profiles from the digitized immu...

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Autores principales: Stulpinas, Rokas, Zilenaite-Petrulaitiene, Dovile, Rasmusson, Allan, Gulla, Aiste, Grigonyte, Agne, Strupas, Kestutis, Laurinavicius, Arvydas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9857181/
https://www.ncbi.nlm.nih.gov/pubmed/36672317
http://dx.doi.org/10.3390/cancers15020366
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author Stulpinas, Rokas
Zilenaite-Petrulaitiene, Dovile
Rasmusson, Allan
Gulla, Aiste
Grigonyte, Agne
Strupas, Kestutis
Laurinavicius, Arvydas
author_facet Stulpinas, Rokas
Zilenaite-Petrulaitiene, Dovile
Rasmusson, Allan
Gulla, Aiste
Grigonyte, Agne
Strupas, Kestutis
Laurinavicius, Arvydas
author_sort Stulpinas, Rokas
collection PubMed
description SIMPLE SUMMARY: In this study, we present the overall survival and recurrence-free survival models based on CD8 profiles in hepatocellular carcinoma (HCC) and peritumoral liver tissue, including other clinical and pathological variables. We extracted CD8 distribution profiles from the digitized immunohistochemistry slides containing the HCC-stroma interface and the perineoplastic liver parenchyma-stroma interface using the computational method of interface zone immunogradient. The prognostic value of the CD8+ cell spatial distribution indicators from both interfaces as well as clinical, laboratory, and pathology data was assessed. A three-tier prognostic scoring system is proposed to predict overall survival in patients with HCC. ABSTRACT: Hepatocellular carcinoma (HCC) often emerges in the setting of long-standing inflammatory liver disease. CD8 lymphocytes are involved in both the antitumoral response and hepatocyte damage in the remaining parenchyma. We investigated the dual role of CD8 lymphocytes by assessing density profiles at the interfaces of both HCC and perineoplastic liver parenchyma with surrounding stroma in whole-slide immunohistochemistry images of surgical resection samples. We applied a hexagonal grid-based digital image analysis method to sample the interface zones and compute the CD8 density profiles within them. The prognostic value of the indicators was explored in the context of clinicopathological, peripheral blood testing, and surgery data. Independent predictors of worse OS were a low standard deviation of CD8+ density along the tumor edge, high mean CD8+ density within the epithelial aspect of the perineoplastic liver-stroma interface, longer duration of surgery, a higher level of aspartate transaminase (AST), and a higher basophil count in the peripheral blood. A combined score, derived from these five independent predictors, enabled risk stratification of the patients into three prognostic categories with a 5-year OS probability of 76%, 40%, and 8%. Independent predictors of longer RFS were stage pT1, shorter duration of surgery, larger tumor size, wider tumor-free margin, and higher mean CD8+ density in the epithelial aspect of the tumor-stroma interface. We conclude that (1) our computational models reveal independent and opposite prognostic impacts of CD8+ cell densities at the interfaces of the malignant and non-malignant epithelium interfaces with the surrounding stroma; and (2) together with pathology, surgery, and laboratory data, comprehensive prognostic models can be constructed to predict patient outcomes after liver resection due to HCC.
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spelling pubmed-98571812023-01-21 Prognostic Value of CD8+ Lymphocytes in Hepatocellular Carcinoma and Perineoplastic Parenchyma Assessed by Interface Density Profiles in Liver Resection Samples Stulpinas, Rokas Zilenaite-Petrulaitiene, Dovile Rasmusson, Allan Gulla, Aiste Grigonyte, Agne Strupas, Kestutis Laurinavicius, Arvydas Cancers (Basel) Article SIMPLE SUMMARY: In this study, we present the overall survival and recurrence-free survival models based on CD8 profiles in hepatocellular carcinoma (HCC) and peritumoral liver tissue, including other clinical and pathological variables. We extracted CD8 distribution profiles from the digitized immunohistochemistry slides containing the HCC-stroma interface and the perineoplastic liver parenchyma-stroma interface using the computational method of interface zone immunogradient. The prognostic value of the CD8+ cell spatial distribution indicators from both interfaces as well as clinical, laboratory, and pathology data was assessed. A three-tier prognostic scoring system is proposed to predict overall survival in patients with HCC. ABSTRACT: Hepatocellular carcinoma (HCC) often emerges in the setting of long-standing inflammatory liver disease. CD8 lymphocytes are involved in both the antitumoral response and hepatocyte damage in the remaining parenchyma. We investigated the dual role of CD8 lymphocytes by assessing density profiles at the interfaces of both HCC and perineoplastic liver parenchyma with surrounding stroma in whole-slide immunohistochemistry images of surgical resection samples. We applied a hexagonal grid-based digital image analysis method to sample the interface zones and compute the CD8 density profiles within them. The prognostic value of the indicators was explored in the context of clinicopathological, peripheral blood testing, and surgery data. Independent predictors of worse OS were a low standard deviation of CD8+ density along the tumor edge, high mean CD8+ density within the epithelial aspect of the perineoplastic liver-stroma interface, longer duration of surgery, a higher level of aspartate transaminase (AST), and a higher basophil count in the peripheral blood. A combined score, derived from these five independent predictors, enabled risk stratification of the patients into three prognostic categories with a 5-year OS probability of 76%, 40%, and 8%. Independent predictors of longer RFS were stage pT1, shorter duration of surgery, larger tumor size, wider tumor-free margin, and higher mean CD8+ density in the epithelial aspect of the tumor-stroma interface. We conclude that (1) our computational models reveal independent and opposite prognostic impacts of CD8+ cell densities at the interfaces of the malignant and non-malignant epithelium interfaces with the surrounding stroma; and (2) together with pathology, surgery, and laboratory data, comprehensive prognostic models can be constructed to predict patient outcomes after liver resection due to HCC. MDPI 2023-01-05 /pmc/articles/PMC9857181/ /pubmed/36672317 http://dx.doi.org/10.3390/cancers15020366 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
Stulpinas, Rokas
Zilenaite-Petrulaitiene, Dovile
Rasmusson, Allan
Gulla, Aiste
Grigonyte, Agne
Strupas, Kestutis
Laurinavicius, Arvydas
Prognostic Value of CD8+ Lymphocytes in Hepatocellular Carcinoma and Perineoplastic Parenchyma Assessed by Interface Density Profiles in Liver Resection Samples
title Prognostic Value of CD8+ Lymphocytes in Hepatocellular Carcinoma and Perineoplastic Parenchyma Assessed by Interface Density Profiles in Liver Resection Samples
title_full Prognostic Value of CD8+ Lymphocytes in Hepatocellular Carcinoma and Perineoplastic Parenchyma Assessed by Interface Density Profiles in Liver Resection Samples
title_fullStr Prognostic Value of CD8+ Lymphocytes in Hepatocellular Carcinoma and Perineoplastic Parenchyma Assessed by Interface Density Profiles in Liver Resection Samples
title_full_unstemmed Prognostic Value of CD8+ Lymphocytes in Hepatocellular Carcinoma and Perineoplastic Parenchyma Assessed by Interface Density Profiles in Liver Resection Samples
title_short Prognostic Value of CD8+ Lymphocytes in Hepatocellular Carcinoma and Perineoplastic Parenchyma Assessed by Interface Density Profiles in Liver Resection Samples
title_sort prognostic value of cd8+ lymphocytes in hepatocellular carcinoma and perineoplastic parenchyma assessed by interface density profiles in liver resection samples
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9857181/
https://www.ncbi.nlm.nih.gov/pubmed/36672317
http://dx.doi.org/10.3390/cancers15020366
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