Cargando…

Multiomics identifies the link between intratumor steatosis and the exhausted tumor immune microenvironment in hepatocellular carcinoma

Immunotherapy has become the standard‐of‐care treatment for hepatocellular carcinoma (HCC), but its efficacy remains limited. To identify immunotherapy‐susceptible HCC, we profiled the molecular abnormalities and tumor immune microenvironment (TIME) of rapidly increasing nonviral HCC. APPROACHES AND...

Descripción completa

Detalles Bibliográficos
Autores principales: Murai, Hiroki, Kodama, Takahiro, Maesaka, Kazuki, Tange, Shoichiro, Motooka, Daisuke, Suzuki, Yutaka, Shigematsu, Yasuyuki, Inamura, Kentaro, Mise, Yoshihiro, Saiura, Akio, Ono, Yoshihiro, Takahashi, Yu, Kawasaki, Yota, Iino, Satoshi, Kobayashi, Shogo, Idogawa, Masashi, Tokino, Takashi, Hashidate‐Yoshida, Tomomi, Shindou, Hideo, Miyazaki, Masanori, Imai, Yasuharu, Tanaka, Satoshi, Mita, Eiji, Ohkawa, Kazuyoshi, Hikita, Hayato, Sakamori, Ryotaro, Tatsumi, Tomohide, Eguchi, Hidetoshi, Morii, Eiichi, Takehara, Tetsuo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9970024/
https://www.ncbi.nlm.nih.gov/pubmed/35567547
http://dx.doi.org/10.1002/hep.32573
_version_ 1784897836432752640
author Murai, Hiroki
Kodama, Takahiro
Maesaka, Kazuki
Tange, Shoichiro
Motooka, Daisuke
Suzuki, Yutaka
Shigematsu, Yasuyuki
Inamura, Kentaro
Mise, Yoshihiro
Saiura, Akio
Ono, Yoshihiro
Takahashi, Yu
Kawasaki, Yota
Iino, Satoshi
Kobayashi, Shogo
Idogawa, Masashi
Tokino, Takashi
Hashidate‐Yoshida, Tomomi
Shindou, Hideo
Miyazaki, Masanori
Imai, Yasuharu
Tanaka, Satoshi
Mita, Eiji
Ohkawa, Kazuyoshi
Hikita, Hayato
Sakamori, Ryotaro
Tatsumi, Tomohide
Eguchi, Hidetoshi
Morii, Eiichi
Takehara, Tetsuo
author_facet Murai, Hiroki
Kodama, Takahiro
Maesaka, Kazuki
Tange, Shoichiro
Motooka, Daisuke
Suzuki, Yutaka
Shigematsu, Yasuyuki
Inamura, Kentaro
Mise, Yoshihiro
Saiura, Akio
Ono, Yoshihiro
Takahashi, Yu
Kawasaki, Yota
Iino, Satoshi
Kobayashi, Shogo
Idogawa, Masashi
Tokino, Takashi
Hashidate‐Yoshida, Tomomi
Shindou, Hideo
Miyazaki, Masanori
Imai, Yasuharu
Tanaka, Satoshi
Mita, Eiji
Ohkawa, Kazuyoshi
Hikita, Hayato
Sakamori, Ryotaro
Tatsumi, Tomohide
Eguchi, Hidetoshi
Morii, Eiichi
Takehara, Tetsuo
author_sort Murai, Hiroki
collection PubMed
description Immunotherapy has become the standard‐of‐care treatment for hepatocellular carcinoma (HCC), but its efficacy remains limited. To identify immunotherapy‐susceptible HCC, we profiled the molecular abnormalities and tumor immune microenvironment (TIME) of rapidly increasing nonviral HCC. APPROACHES AND RESULTS: We performed RNA‐seq of tumor tissues in 113 patients with nonviral HCC and cancer genome sequencing of 69 genes with recurrent genetic alterations reported in HCC. Unsupervised hierarchical clustering classified nonviral HCCs into three molecular classes (Class I, II, III), which stratified patient prognosis. Class I, with the poorest prognosis, was associated with TP53 mutations, whereas class III, with the best prognosis, was associated with cadherin‐associated protein beta 1 (CTNNB1) mutations. Thirty‐eight percent of nonviral HCC was defined as an immune class characterized by a high frequency of intratumoral steatosis and a low frequency of CTNNB1 mutations. Steatotic HCC, which accounts for 23% of nonviral HCC cases, presented an immune‐enriched but immune‐exhausted TIME characterized by T cell exhaustion, M2 macrophage and cancer‐associated fibroblast (CAF) infiltration, high PD‐L1 expression, and TGF‐β signaling activation. Spatial transcriptome analysis suggested that M2 macrophages and CAFs may be in close proximity to exhausted CD8+ T cells in steatotic HCC. An in vitro study showed that palmitic acid‐induced lipid accumulation in HCC cells upregulated PD‐L1 expression and promoted immunosuppressive phenotypes of cocultured macrophages and fibroblasts. Patients with steatotic HCC, confirmed by chemical‐shift MR imaging, had significantly longer PFS with combined immunotherapy using anti–PD‐L1 and anti‐VEGF antibodies. CONCLUSIONS: Multiomics stratified nonviral HCCs according to prognosis or TIME. We identified the link between intratumoral steatosis and immune‐exhausted immunotherapy‐susceptible TIME.
format Online
Article
Text
id pubmed-9970024
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Lippincott Williams & Wilkins
record_format MEDLINE/PubMed
spelling pubmed-99700242023-02-28 Multiomics identifies the link between intratumor steatosis and the exhausted tumor immune microenvironment in hepatocellular carcinoma Murai, Hiroki Kodama, Takahiro Maesaka, Kazuki Tange, Shoichiro Motooka, Daisuke Suzuki, Yutaka Shigematsu, Yasuyuki Inamura, Kentaro Mise, Yoshihiro Saiura, Akio Ono, Yoshihiro Takahashi, Yu Kawasaki, Yota Iino, Satoshi Kobayashi, Shogo Idogawa, Masashi Tokino, Takashi Hashidate‐Yoshida, Tomomi Shindou, Hideo Miyazaki, Masanori Imai, Yasuharu Tanaka, Satoshi Mita, Eiji Ohkawa, Kazuyoshi Hikita, Hayato Sakamori, Ryotaro Tatsumi, Tomohide Eguchi, Hidetoshi Morii, Eiichi Takehara, Tetsuo Hepatology Original Articles: Liver Cancer Immunotherapy has become the standard‐of‐care treatment for hepatocellular carcinoma (HCC), but its efficacy remains limited. To identify immunotherapy‐susceptible HCC, we profiled the molecular abnormalities and tumor immune microenvironment (TIME) of rapidly increasing nonviral HCC. APPROACHES AND RESULTS: We performed RNA‐seq of tumor tissues in 113 patients with nonviral HCC and cancer genome sequencing of 69 genes with recurrent genetic alterations reported in HCC. Unsupervised hierarchical clustering classified nonviral HCCs into three molecular classes (Class I, II, III), which stratified patient prognosis. Class I, with the poorest prognosis, was associated with TP53 mutations, whereas class III, with the best prognosis, was associated with cadherin‐associated protein beta 1 (CTNNB1) mutations. Thirty‐eight percent of nonviral HCC was defined as an immune class characterized by a high frequency of intratumoral steatosis and a low frequency of CTNNB1 mutations. Steatotic HCC, which accounts for 23% of nonviral HCC cases, presented an immune‐enriched but immune‐exhausted TIME characterized by T cell exhaustion, M2 macrophage and cancer‐associated fibroblast (CAF) infiltration, high PD‐L1 expression, and TGF‐β signaling activation. Spatial transcriptome analysis suggested that M2 macrophages and CAFs may be in close proximity to exhausted CD8+ T cells in steatotic HCC. An in vitro study showed that palmitic acid‐induced lipid accumulation in HCC cells upregulated PD‐L1 expression and promoted immunosuppressive phenotypes of cocultured macrophages and fibroblasts. Patients with steatotic HCC, confirmed by chemical‐shift MR imaging, had significantly longer PFS with combined immunotherapy using anti–PD‐L1 and anti‐VEGF antibodies. CONCLUSIONS: Multiomics stratified nonviral HCCs according to prognosis or TIME. We identified the link between intratumoral steatosis and immune‐exhausted immunotherapy‐susceptible TIME. Lippincott Williams & Wilkins 2023-01 2022-06-17 /pmc/articles/PMC9970024/ /pubmed/35567547 http://dx.doi.org/10.1002/hep.32573 Text en Copyright © 2022 The Author(s). Published by Wolters Kluwer Health, Inc. https://creativecommons.org/licenses/by-nc/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial License 4.0 (https://creativecommons.org/licenses/by-nc/4.0/) (CCBY-NC), where it is permissible to download, share, remix, transform, and buildup the work provided it is properly cited. The work cannot be used commercially without permission from the journal. http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/)
spellingShingle Original Articles: Liver Cancer
Murai, Hiroki
Kodama, Takahiro
Maesaka, Kazuki
Tange, Shoichiro
Motooka, Daisuke
Suzuki, Yutaka
Shigematsu, Yasuyuki
Inamura, Kentaro
Mise, Yoshihiro
Saiura, Akio
Ono, Yoshihiro
Takahashi, Yu
Kawasaki, Yota
Iino, Satoshi
Kobayashi, Shogo
Idogawa, Masashi
Tokino, Takashi
Hashidate‐Yoshida, Tomomi
Shindou, Hideo
Miyazaki, Masanori
Imai, Yasuharu
Tanaka, Satoshi
Mita, Eiji
Ohkawa, Kazuyoshi
Hikita, Hayato
Sakamori, Ryotaro
Tatsumi, Tomohide
Eguchi, Hidetoshi
Morii, Eiichi
Takehara, Tetsuo
Multiomics identifies the link between intratumor steatosis and the exhausted tumor immune microenvironment in hepatocellular carcinoma
title Multiomics identifies the link between intratumor steatosis and the exhausted tumor immune microenvironment in hepatocellular carcinoma
title_full Multiomics identifies the link between intratumor steatosis and the exhausted tumor immune microenvironment in hepatocellular carcinoma
title_fullStr Multiomics identifies the link between intratumor steatosis and the exhausted tumor immune microenvironment in hepatocellular carcinoma
title_full_unstemmed Multiomics identifies the link between intratumor steatosis and the exhausted tumor immune microenvironment in hepatocellular carcinoma
title_short Multiomics identifies the link between intratumor steatosis and the exhausted tumor immune microenvironment in hepatocellular carcinoma
title_sort multiomics identifies the link between intratumor steatosis and the exhausted tumor immune microenvironment in hepatocellular carcinoma
topic Original Articles: Liver Cancer
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9970024/
https://www.ncbi.nlm.nih.gov/pubmed/35567547
http://dx.doi.org/10.1002/hep.32573
work_keys_str_mv AT muraihiroki multiomicsidentifiesthelinkbetweenintratumorsteatosisandtheexhaustedtumorimmunemicroenvironmentinhepatocellularcarcinoma
AT kodamatakahiro multiomicsidentifiesthelinkbetweenintratumorsteatosisandtheexhaustedtumorimmunemicroenvironmentinhepatocellularcarcinoma
AT maesakakazuki multiomicsidentifiesthelinkbetweenintratumorsteatosisandtheexhaustedtumorimmunemicroenvironmentinhepatocellularcarcinoma
AT tangeshoichiro multiomicsidentifiesthelinkbetweenintratumorsteatosisandtheexhaustedtumorimmunemicroenvironmentinhepatocellularcarcinoma
AT motookadaisuke multiomicsidentifiesthelinkbetweenintratumorsteatosisandtheexhaustedtumorimmunemicroenvironmentinhepatocellularcarcinoma
AT suzukiyutaka multiomicsidentifiesthelinkbetweenintratumorsteatosisandtheexhaustedtumorimmunemicroenvironmentinhepatocellularcarcinoma
AT shigematsuyasuyuki multiomicsidentifiesthelinkbetweenintratumorsteatosisandtheexhaustedtumorimmunemicroenvironmentinhepatocellularcarcinoma
AT inamurakentaro multiomicsidentifiesthelinkbetweenintratumorsteatosisandtheexhaustedtumorimmunemicroenvironmentinhepatocellularcarcinoma
AT miseyoshihiro multiomicsidentifiesthelinkbetweenintratumorsteatosisandtheexhaustedtumorimmunemicroenvironmentinhepatocellularcarcinoma
AT saiuraakio multiomicsidentifiesthelinkbetweenintratumorsteatosisandtheexhaustedtumorimmunemicroenvironmentinhepatocellularcarcinoma
AT onoyoshihiro multiomicsidentifiesthelinkbetweenintratumorsteatosisandtheexhaustedtumorimmunemicroenvironmentinhepatocellularcarcinoma
AT takahashiyu multiomicsidentifiesthelinkbetweenintratumorsteatosisandtheexhaustedtumorimmunemicroenvironmentinhepatocellularcarcinoma
AT kawasakiyota multiomicsidentifiesthelinkbetweenintratumorsteatosisandtheexhaustedtumorimmunemicroenvironmentinhepatocellularcarcinoma
AT iinosatoshi multiomicsidentifiesthelinkbetweenintratumorsteatosisandtheexhaustedtumorimmunemicroenvironmentinhepatocellularcarcinoma
AT kobayashishogo multiomicsidentifiesthelinkbetweenintratumorsteatosisandtheexhaustedtumorimmunemicroenvironmentinhepatocellularcarcinoma
AT idogawamasashi multiomicsidentifiesthelinkbetweenintratumorsteatosisandtheexhaustedtumorimmunemicroenvironmentinhepatocellularcarcinoma
AT tokinotakashi multiomicsidentifiesthelinkbetweenintratumorsteatosisandtheexhaustedtumorimmunemicroenvironmentinhepatocellularcarcinoma
AT hashidateyoshidatomomi multiomicsidentifiesthelinkbetweenintratumorsteatosisandtheexhaustedtumorimmunemicroenvironmentinhepatocellularcarcinoma
AT shindouhideo multiomicsidentifiesthelinkbetweenintratumorsteatosisandtheexhaustedtumorimmunemicroenvironmentinhepatocellularcarcinoma
AT miyazakimasanori multiomicsidentifiesthelinkbetweenintratumorsteatosisandtheexhaustedtumorimmunemicroenvironmentinhepatocellularcarcinoma
AT imaiyasuharu multiomicsidentifiesthelinkbetweenintratumorsteatosisandtheexhaustedtumorimmunemicroenvironmentinhepatocellularcarcinoma
AT tanakasatoshi multiomicsidentifiesthelinkbetweenintratumorsteatosisandtheexhaustedtumorimmunemicroenvironmentinhepatocellularcarcinoma
AT mitaeiji multiomicsidentifiesthelinkbetweenintratumorsteatosisandtheexhaustedtumorimmunemicroenvironmentinhepatocellularcarcinoma
AT ohkawakazuyoshi multiomicsidentifiesthelinkbetweenintratumorsteatosisandtheexhaustedtumorimmunemicroenvironmentinhepatocellularcarcinoma
AT hikitahayato multiomicsidentifiesthelinkbetweenintratumorsteatosisandtheexhaustedtumorimmunemicroenvironmentinhepatocellularcarcinoma
AT sakamoriryotaro multiomicsidentifiesthelinkbetweenintratumorsteatosisandtheexhaustedtumorimmunemicroenvironmentinhepatocellularcarcinoma
AT tatsumitomohide multiomicsidentifiesthelinkbetweenintratumorsteatosisandtheexhaustedtumorimmunemicroenvironmentinhepatocellularcarcinoma
AT eguchihidetoshi multiomicsidentifiesthelinkbetweenintratumorsteatosisandtheexhaustedtumorimmunemicroenvironmentinhepatocellularcarcinoma
AT moriieiichi multiomicsidentifiesthelinkbetweenintratumorsteatosisandtheexhaustedtumorimmunemicroenvironmentinhepatocellularcarcinoma
AT takeharatetsuo multiomicsidentifiesthelinkbetweenintratumorsteatosisandtheexhaustedtumorimmunemicroenvironmentinhepatocellularcarcinoma