FAT4 expression in peripheral blood mononuclear cells is associated with prognosis and immune cell infiltration in hepatocellular carcinoma

Abstract Peripheral blood mononuclear cell (PBMC) genes reflect the host immune status and could be suitable for evaluating the prognosis of patients with hepatocellular carcinoma (HCC), for which a reliable biomarker is unavailable and the host immune responses to cancer cells. This study aimed to...

Full description

Bibliographic Details
Published in:Scientific Reports
Main Authors: Jing Li, Minling Lv, Qi Huang, Rui Hu, Xin Zhong, Xinfeng Sun, Wenxing Feng, Zhiyi Han, MengQing Ma, Wei Zhang, Xiaozhou Zhou
Format: Article
Language:English
Published: Nature Portfolio 2023-09-01
Online Access:https://doi.org/10.1038/s41598-023-42560-w
_version_ 1851835504500146176
author Jing Li
Minling Lv
Qi Huang
Rui Hu
Xin Zhong
Xinfeng Sun
Wenxing Feng
Zhiyi Han
MengQing Ma
Wei Zhang
Xiaozhou Zhou
author_facet Jing Li
Minling Lv
Qi Huang
Rui Hu
Xin Zhong
Xinfeng Sun
Wenxing Feng
Zhiyi Han
MengQing Ma
Wei Zhang
Xiaozhou Zhou
author_sort Jing Li
collection DOAJ
container_title Scientific Reports
description Abstract Peripheral blood mononuclear cell (PBMC) genes reflect the host immune status and could be suitable for evaluating the prognosis of patients with hepatocellular carcinoma (HCC), for which a reliable biomarker is unavailable and the host immune responses to cancer cells. This study aimed to investigate prognostically relevant genes in HCC PBMCs and assessed whether their expression represents tumor immune infiltration. Gene expression in PBMCs from patients with advanced or terminal HCC who had survived or died was examined. Correlations among FAT atypical cadherin 4 (FAT4) expression, cancer immune characteristics, and infiltrated immune cell gene marker sets were analyzed. FAT4 expression was lower in the PBMCs of patients with advanced or terminal HCC who had died than that in patients who survived. Kaplan–Meier analysis indicated that FAT4 downregulation was associated with a relatively poor prognosis while overexpression was positively correlated with immune cell infiltration, several immune cell markers, and immune checkpoint expression. Hsa-miR-93-5p represented the most probable upstream microRNA of FAT4. Thus, upregulated FAT4 in PBMCs and HCC tissues might indicate a favorable prognosis and increased immune cell infiltration, while miRNA-93-5p could be a modulator of FAT4 expression. Collectively, these findings suggest novel immunotherapy targets for HCC.
format Article
id doaj-art-ef2c4f471c7d4ceeb91a2ca0f96538cd
institution Directory of Open Access Journals
issn 2045-2322
language English
publishDate 2023-09-01
publisher Nature Portfolio
record_format Article
spelling doaj-art-ef2c4f471c7d4ceeb91a2ca0f96538cd2025-08-19T22:30:32ZengNature PortfolioScientific Reports2045-23222023-09-0113111610.1038/s41598-023-42560-wFAT4 expression in peripheral blood mononuclear cells is associated with prognosis and immune cell infiltration in hepatocellular carcinomaJing Li0Minling Lv1Qi Huang2Rui Hu3Xin Zhong4Xinfeng Sun5Wenxing Feng6Zhiyi Han7MengQing Ma8Wei Zhang9Xiaozhou Zhou10Department of Liver Disease, Shenzhen Traditional Chinese Medicine HospitalDepartment of Liver Disease, Shenzhen Traditional Chinese Medicine HospitalDepartment of Liver Disease, Shenzhen Traditional Chinese Medicine HospitalDepartment of Liver Disease, Shenzhen Traditional Chinese Medicine HospitalDepartment of Liver Disease, Shenzhen Traditional Chinese Medicine HospitalDepartment of Liver Disease, Shenzhen Traditional Chinese Medicine HospitalDepartment of Liver Disease, Shenzhen Traditional Chinese Medicine HospitalDepartment of Liver Disease, Shenzhen Traditional Chinese Medicine HospitalDepartment of Liver Disease, Shenzhen Traditional Chinese Medicine HospitalDepartment of Liver Disease, Shenzhen Traditional Chinese Medicine HospitalDepartment of Liver Disease, Shenzhen Traditional Chinese Medicine HospitalAbstract Peripheral blood mononuclear cell (PBMC) genes reflect the host immune status and could be suitable for evaluating the prognosis of patients with hepatocellular carcinoma (HCC), for which a reliable biomarker is unavailable and the host immune responses to cancer cells. This study aimed to investigate prognostically relevant genes in HCC PBMCs and assessed whether their expression represents tumor immune infiltration. Gene expression in PBMCs from patients with advanced or terminal HCC who had survived or died was examined. Correlations among FAT atypical cadherin 4 (FAT4) expression, cancer immune characteristics, and infiltrated immune cell gene marker sets were analyzed. FAT4 expression was lower in the PBMCs of patients with advanced or terminal HCC who had died than that in patients who survived. Kaplan–Meier analysis indicated that FAT4 downregulation was associated with a relatively poor prognosis while overexpression was positively correlated with immune cell infiltration, several immune cell markers, and immune checkpoint expression. Hsa-miR-93-5p represented the most probable upstream microRNA of FAT4. Thus, upregulated FAT4 in PBMCs and HCC tissues might indicate a favorable prognosis and increased immune cell infiltration, while miRNA-93-5p could be a modulator of FAT4 expression. Collectively, these findings suggest novel immunotherapy targets for HCC.https://doi.org/10.1038/s41598-023-42560-w
spellingShingle Jing Li
Minling Lv
Qi Huang
Rui Hu
Xin Zhong
Xinfeng Sun
Wenxing Feng
Zhiyi Han
MengQing Ma
Wei Zhang
Xiaozhou Zhou
FAT4 expression in peripheral blood mononuclear cells is associated with prognosis and immune cell infiltration in hepatocellular carcinoma
title FAT4 expression in peripheral blood mononuclear cells is associated with prognosis and immune cell infiltration in hepatocellular carcinoma
title_full FAT4 expression in peripheral blood mononuclear cells is associated with prognosis and immune cell infiltration in hepatocellular carcinoma
title_fullStr FAT4 expression in peripheral blood mononuclear cells is associated with prognosis and immune cell infiltration in hepatocellular carcinoma
title_full_unstemmed FAT4 expression in peripheral blood mononuclear cells is associated with prognosis and immune cell infiltration in hepatocellular carcinoma
title_short FAT4 expression in peripheral blood mononuclear cells is associated with prognosis and immune cell infiltration in hepatocellular carcinoma
title_sort fat4 expression in peripheral blood mononuclear cells is associated with prognosis and immune cell infiltration in hepatocellular carcinoma
url https://doi.org/10.1038/s41598-023-42560-w
work_keys_str_mv AT jingli fat4expressioninperipheralbloodmononuclearcellsisassociatedwithprognosisandimmunecellinfiltrationinhepatocellularcarcinoma
AT minlinglv fat4expressioninperipheralbloodmononuclearcellsisassociatedwithprognosisandimmunecellinfiltrationinhepatocellularcarcinoma
AT qihuang fat4expressioninperipheralbloodmononuclearcellsisassociatedwithprognosisandimmunecellinfiltrationinhepatocellularcarcinoma
AT ruihu fat4expressioninperipheralbloodmononuclearcellsisassociatedwithprognosisandimmunecellinfiltrationinhepatocellularcarcinoma
AT xinzhong fat4expressioninperipheralbloodmononuclearcellsisassociatedwithprognosisandimmunecellinfiltrationinhepatocellularcarcinoma
AT xinfengsun fat4expressioninperipheralbloodmononuclearcellsisassociatedwithprognosisandimmunecellinfiltrationinhepatocellularcarcinoma
AT wenxingfeng fat4expressioninperipheralbloodmononuclearcellsisassociatedwithprognosisandimmunecellinfiltrationinhepatocellularcarcinoma
AT zhiyihan fat4expressioninperipheralbloodmononuclearcellsisassociatedwithprognosisandimmunecellinfiltrationinhepatocellularcarcinoma
AT mengqingma fat4expressioninperipheralbloodmononuclearcellsisassociatedwithprognosisandimmunecellinfiltrationinhepatocellularcarcinoma
AT weizhang fat4expressioninperipheralbloodmononuclearcellsisassociatedwithprognosisandimmunecellinfiltrationinhepatocellularcarcinoma
AT xiaozhouzhou fat4expressioninperipheralbloodmononuclearcellsisassociatedwithprognosisandimmunecellinfiltrationinhepatocellularcarcinoma