Expression of BAP1 and PCLO and their association with immune infiltration in hepatocellular carcinoma

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Objective: To describe the correlation of BAP1 and PCLO mRNA expression with immune infiltration, immune signatures, and immune response–associated genes in hepatocellular carcinoma samples. Materials and methods: An analytical observational study was conductedbased on transcriptomic data from 363 t...

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Detalles Bibliográficos
Autores: Manrique Olivera, Adriana Fiorella, Cedrón Apolo, Kyara Marcela, Guerra Dueñas, Alejandra
Formato: artículo
Fecha de Publicación:2026
Institución:Universidad de San Martín de Porres
Repositorio:Horizonte médico
Lenguaje:español
inglés
OAI Identifier:oai:horizontemedico.usmp.edu.pe:article/4294
Enlace del recurso:https://horizontemedico.usmp.edu.pe/index.php/horizontemed/article/view/4294
Nivel de acceso:acceso abierto
Materia:Proteínas Supresoras de Tumor
Ubiquitina Tiolesterasa
Proteínas del Citoesqueleto
Carcinoma Hepatocelular
Respuesta Inmune
Inhibidores de Puntos de Control Inmunológico
Tumor Suppressor Proteins
Ubiquitin Thiolesterase
Cytoskeletal Proteins
Carcinoma, Hepatocellular
Immune Response
Immune Checkpoint Inhibitors
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oai_identifier_str oai:horizontemedico.usmp.edu.pe:article/4294
network_acronym_str REVHM
network_name_str Horizonte médico
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dc.title.none.fl_str_mv Expression of BAP1 and PCLO and their association with immune infiltration in hepatocellular carcinoma
Expresión génica de BAP1 y PCLO e infiltración inmune en el carcinoma hepatocelular
title Expression of BAP1 and PCLO and their association with immune infiltration in hepatocellular carcinoma
spellingShingle Expression of BAP1 and PCLO and their association with immune infiltration in hepatocellular carcinoma
Manrique Olivera, Adriana Fiorella
Proteínas Supresoras de Tumor
Ubiquitina Tiolesterasa
Proteínas del Citoesqueleto
Carcinoma Hepatocelular
Respuesta Inmune
Inhibidores de Puntos de Control Inmunológico
Tumor Suppressor Proteins
Ubiquitin Thiolesterase
Cytoskeletal Proteins
Carcinoma, Hepatocellular
Immune Response
Immune Checkpoint Inhibitors
title_short Expression of BAP1 and PCLO and their association with immune infiltration in hepatocellular carcinoma
title_full Expression of BAP1 and PCLO and their association with immune infiltration in hepatocellular carcinoma
title_fullStr Expression of BAP1 and PCLO and their association with immune infiltration in hepatocellular carcinoma
title_full_unstemmed Expression of BAP1 and PCLO and their association with immune infiltration in hepatocellular carcinoma
title_sort Expression of BAP1 and PCLO and their association with immune infiltration in hepatocellular carcinoma
dc.creator.none.fl_str_mv Manrique Olivera, Adriana Fiorella
Cedrón Apolo, Kyara Marcela
Guerra Dueñas, Alejandra
author Manrique Olivera, Adriana Fiorella
author_facet Manrique Olivera, Adriana Fiorella
Cedrón Apolo, Kyara Marcela
Guerra Dueñas, Alejandra
author_role author
author2 Cedrón Apolo, Kyara Marcela
Guerra Dueñas, Alejandra
author2_role author
author
dc.subject.none.fl_str_mv Proteínas Supresoras de Tumor
Ubiquitina Tiolesterasa
Proteínas del Citoesqueleto
Carcinoma Hepatocelular
Respuesta Inmune
Inhibidores de Puntos de Control Inmunológico
Tumor Suppressor Proteins
Ubiquitin Thiolesterase
Cytoskeletal Proteins
Carcinoma, Hepatocellular
Immune Response
Immune Checkpoint Inhibitors
topic Proteínas Supresoras de Tumor
Ubiquitina Tiolesterasa
Proteínas del Citoesqueleto
Carcinoma Hepatocelular
Respuesta Inmune
Inhibidores de Puntos de Control Inmunológico
Tumor Suppressor Proteins
Ubiquitin Thiolesterase
Cytoskeletal Proteins
Carcinoma, Hepatocellular
Immune Response
Immune Checkpoint Inhibitors
description Objective: To describe the correlation of BAP1 and PCLO mRNA expression with immune infiltration, immune signatures, and immune response–associated genes in hepatocellular carcinoma samples. Materials and methods: An analytical observational study was conductedbased on transcriptomic data from 363 tumor samples from The Cancer Genome Atlas Liver Hepatocellular Carcinoma (TCGA-LIHC) cohort. Spearman’s correlation was assessed between BAP1 and PCLO mRNA expression and three indicators of the tumor immune microenvironment:(1) the relative infiltration of 22 immune cell populations (estimated using the CIBERSORT deconvolution algorithm); (2) gene set variation analysis (GSVA) scores for nine immune signatures; and (3) the expression of 42 immune response–associated genes. P values were adjusted for multiple testing using the Benjamini–Hochberg (BH) method. Associations with a q value < 0.05 after correction were considered statistically significant. Results: BAP1 expression correlated positively with resting mast cells and negatively with resting memory CD4+ T cells and genes associated with an active immune response. In contrast, PCLO expression correlated positively with CD8+ T cells and regulatory T cells and negatively with naive CD4+ T cells and resting mast cells. Moreover, PCLO expression was positively correlated with genes associated with an active immune response, notably immune checkpoint inhibitors such as PDCD1, CD274, PDCD1LG2, CTLA4, HAVCR2, LAG3, and TIGIT. Conclusions: These findings suggest that BAP1 expression may be associated with an immunologically “cold” tumor microenvironment and reduced adaptive immune activation, whereas PCLO expression may be associated with an active immune infiltrate prone to CD8+ T-cell exhaustion. Given their associations with immune response–related genes, these features may have implications for immunotherapy in hepatocellular carcinoma. However, experimental studies are required to confirm these hypotheses.
publishDate 2026
dc.date.none.fl_str_mv 2026-03-30
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv https://horizontemedico.usmp.edu.pe/index.php/horizontemed/article/view/4294
10.24265/horizmed.2026.v26n1.07
url https://horizontemedico.usmp.edu.pe/index.php/horizontemed/article/view/4294
identifier_str_mv 10.24265/horizmed.2026.v26n1.07
dc.language.none.fl_str_mv spa
eng
language spa
eng
dc.relation.none.fl_str_mv https://horizontemedico.usmp.edu.pe/index.php/horizontemed/article/view/4294/2610
https://horizontemedico.usmp.edu.pe/index.php/horizontemed/article/view/4294/2612
https://horizontemedico.usmp.edu.pe/index.php/horizontemed/article/view/4294/2636
https://horizontemedico.usmp.edu.pe/index.php/horizontemed/article/view/4294/2644
https://horizontemedico.usmp.edu.pe/index.php/horizontemed/article/view/4294/2645
dc.rights.none.fl_str_mv Derechos de autor 2026 Adriana F. Manrique Olivera, Kyara Cedrón Apolo , Alejandra Guerra Dueñas
https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Derechos de autor 2026 Adriana F. Manrique Olivera, Kyara Cedrón Apolo , Alejandra Guerra Dueñas
https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
text/xml
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dc.publisher.none.fl_str_mv Universidad de San Martín de Porres. Facultad de Medicina Humana
publisher.none.fl_str_mv Universidad de San Martín de Porres. Facultad de Medicina Humana
dc.source.none.fl_str_mv Horizonte Médico (Lima); Vol. 26 Núm. 1 (2026): Enero-Marzo; e4294
Horizonte Médico (Lima); Vol. 26 No. 1 (2026): January–March; e4294
Horizonte Médico (Lima); v. 26 n. 1 (2026): Janeiro–Março; e4294
2227-3530
1727-558X
10.24265/
reponame:Horizonte médico
instname:Universidad de San Martín de Porres
instacron:USMP
instname_str Universidad de San Martín de Porres
instacron_str USMP
institution USMP
reponame_str Horizonte médico
collection Horizonte médico
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spelling Expression of BAP1 and PCLO and their association with immune infiltration in hepatocellular carcinomaExpresión génica de BAP1 y PCLO e infiltración inmune en el carcinoma hepatocelularManrique Olivera, Adriana FiorellaCedrón Apolo, Kyara MarcelaGuerra Dueñas, AlejandraProteínas Supresoras de Tumor Ubiquitina Tiolesterasa Proteínas del CitoesqueletoCarcinoma HepatocelularRespuesta InmuneInhibidores de Puntos de Control Inmunológico Tumor Suppressor Proteins Ubiquitin Thiolesterase Cytoskeletal Proteins Carcinoma, Hepatocellular Immune Response Immune Checkpoint InhibitorsObjective: To describe the correlation of BAP1 and PCLO mRNA expression with immune infiltration, immune signatures, and immune response–associated genes in hepatocellular carcinoma samples. Materials and methods: An analytical observational study was conductedbased on transcriptomic data from 363 tumor samples from The Cancer Genome Atlas Liver Hepatocellular Carcinoma (TCGA-LIHC) cohort. Spearman’s correlation was assessed between BAP1 and PCLO mRNA expression and three indicators of the tumor immune microenvironment:(1) the relative infiltration of 22 immune cell populations (estimated using the CIBERSORT deconvolution algorithm); (2) gene set variation analysis (GSVA) scores for nine immune signatures; and (3) the expression of 42 immune response–associated genes. P values were adjusted for multiple testing using the Benjamini–Hochberg (BH) method. Associations with a q value < 0.05 after correction were considered statistically significant. Results: BAP1 expression correlated positively with resting mast cells and negatively with resting memory CD4+ T cells and genes associated with an active immune response. In contrast, PCLO expression correlated positively with CD8+ T cells and regulatory T cells and negatively with naive CD4+ T cells and resting mast cells. Moreover, PCLO expression was positively correlated with genes associated with an active immune response, notably immune checkpoint inhibitors such as PDCD1, CD274, PDCD1LG2, CTLA4, HAVCR2, LAG3, and TIGIT. Conclusions: These findings suggest that BAP1 expression may be associated with an immunologically “cold” tumor microenvironment and reduced adaptive immune activation, whereas PCLO expression may be associated with an active immune infiltrate prone to CD8+ T-cell exhaustion. Given their associations with immune response–related genes, these features may have implications for immunotherapy in hepatocellular carcinoma. However, experimental studies are required to confirm these hypotheses.Objetivo: Describir la correlación entre la expresión de ARNm de BAP1 y PCLO y la infiltración inmune, las firmas inmunológicas y los genes asociados con la respuesta inmune, en muestras decarcinoma hepatocelular. Materiales y métodos: Se realizó un estudio observacional analítico basado en los datos transcriptómicos de 363 muestras tumorales correspondientes a la cohortede carcinoma hepatocelular del Atlas del Genoma del Cáncer (The Cancer Genome Atlas) (TCGA-LIHC). Se evaluó la correlación de Spearman entre la expresión de ARNm de BAP1 y PCLO y tres indicadores del microambiente inmunológico: 1) el infiltrado relativo de 22 poblaciones celulares inmunes (estimado mediante el algoritmo de deconvolución CIBERSORT), 2) las puntuaciones según el análisis de variación de conjuntos de genes (GSVA) de nueve firmas inmunológicas y 3) la expresión de 42 genes asociados con la respuesta inmune. Los valores p fueron ajustados por pruebas múltiples mediante el método de Benjamini-Hochberg (BH). Se consideraron estadísticamente significativas aquellas asociaciones con valor q < 0,05 tras la corrección. Resultados: BAP1 mostró correlación positiva con mastocitos en reposo, y negativa con linfocitos T CD4+ de memoria en reposo, así como con genes asociados con una respuesta inmune activa. En contraste, PCLO mostró correlación positiva con linfocitos T CD8+ y T reguladores, y correlación negativa con linfocitos T CD4+ vírgenes y mastocitos en reposo. Además, mostró correlación positiva con genes asociados con una respuesta inmune activa, entre los cuales destacan los inhibidores de puntos de control inmunológico PDCD1, CD274, PDCD1LG2, CTLA4, HAVCR2, LAG3 y TIGIT. Conclusiones: Los hallazgos sugieren que la expresión génica de BAP1 se asociaría con un microambiente inmunológicamente “frío” y con una menor activación de respuesta adaptativa, mientras que la expresión génica de PCLO se relacionaría con un infiltrado inmune activo propenso al agotamiento de linfocitos T CD8+. Estas características, sumadas a sus asociaciones con genes vinculados a la respuesta inmune, podrían tener implicancias en inmunoterapia en el carcinoma hepatocelular; sin embargo, se requieren estudios experimentales que corroboren estas hipótesis.Universidad de San Martín de Porres. Facultad de Medicina Humana2026-03-30info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfapplication/pdftext/xmlapplication/pdfapplication/pdfhttps://horizontemedico.usmp.edu.pe/index.php/horizontemed/article/view/429410.24265/horizmed.2026.v26n1.07Horizonte Médico (Lima); Vol. 26 Núm. 1 (2026): Enero-Marzo; e4294Horizonte Médico (Lima); Vol. 26 No. 1 (2026): January–March; e4294Horizonte Médico (Lima); v. 26 n. 1 (2026): Janeiro–Março; e42942227-35301727-558X10.24265/reponame:Horizonte médicoinstname:Universidad de San Martín de Porresinstacron:USMPspaenghttps://horizontemedico.usmp.edu.pe/index.php/horizontemed/article/view/4294/2610https://horizontemedico.usmp.edu.pe/index.php/horizontemed/article/view/4294/2612https://horizontemedico.usmp.edu.pe/index.php/horizontemed/article/view/4294/2636https://horizontemedico.usmp.edu.pe/index.php/horizontemed/article/view/4294/2644https://horizontemedico.usmp.edu.pe/index.php/horizontemed/article/view/4294/2645Derechos de autor 2026 Adriana F. Manrique Olivera, Kyara Cedrón Apolo , Alejandra Guerra Dueñashttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessoai:horizontemedico.usmp.edu.pe:article/42942026-04-29T17:54:48Z
score 13.468069
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