1
|
Fan R, Liu F, Gong Q, Liu D, Tang S, Shen D. KHDRBS1 as a novel prognostic signaling biomarker influencing hepatocellular carcinoma cell proliferation, migration, immune microenvironment, and drug sensitivity. Front Immunol 2024; 15:1393801. [PMID: 38660302 PMCID: PMC11041018 DOI: 10.3389/fimmu.2024.1393801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Accepted: 03/27/2024] [Indexed: 04/26/2024] Open
Abstract
Background Human tumors pose significant challenges, with targeted therapy against specific molecular targets or signaling pathways being a mainstay alongside surgical resection. Previous studies have implicated KHDRBS1 in the oncogenesis of certain human tumors such as colorectal and prostate cancers, underscoring its potential as a therapeutic target. However, the comprehensive expression pattern of KHDRBS1 in hepatocellular carcinoma (HCC) warrants further exploration. Methods Integrating and analyzing multi-omics, multi-cohort data from public databases, coupled with clinical samples and molecular biology validation, we elucidate the oncogenic role of KHDRBS1 in HCC progression. Additionally, leveraging HCC single-cell sequencing data, we segregate malignant cells into KHDRBS1-positive and negative subsets, uncovering significant differences in their expression profiles and functional roles. Results Our study identifies KHDRBS1 as a tumor-promoting factor in HCC, with its positivity correlating with tumor progression. Furthermore, we highlight the clinical significance of KHDRBS1-positive malignant cells, aiming to further propel its clinical utility. Conclusion KHDRBS1 plays a key role in HCC development. This study provides crucial insights for further investigation into KHDRBS1 as a therapeutic target in HCC.
Collapse
MESH Headings
- Humans
- Carcinoma, Hepatocellular/immunology
- Carcinoma, Hepatocellular/genetics
- Carcinoma, Hepatocellular/pathology
- Carcinoma, Hepatocellular/metabolism
- Liver Neoplasms/immunology
- Liver Neoplasms/genetics
- Liver Neoplasms/pathology
- Liver Neoplasms/metabolism
- Tumor Microenvironment/immunology
- Cell Proliferation
- Biomarkers, Tumor
- Cell Movement
- Prognosis
- Signal Transduction
- Cell Line, Tumor
- Gene Expression Regulation, Neoplastic
- RNA-Binding Proteins/genetics
- RNA-Binding Proteins/metabolism
- Drug Resistance, Neoplasm/genetics
- Adaptor Proteins, Signal Transducing/metabolism
- Adaptor Proteins, Signal Transducing/genetics
- Male
Collapse
Affiliation(s)
- Rui Fan
- Xiamen Cell Therapy Research Center, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| | - Fahui Liu
- Xiamen Cell Therapy Research Center, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| | - Qiming Gong
- Department of Nephrology, Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, China
- Baise Key Laboratory for Metabolic Diseases (Youjiang Medical University for Nationalities), Education Department of Guangxi Zhuang Autonomous Region, Baise, China
| | - Donghua Liu
- Xiamen Cell Therapy Research Center, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| | - Shihang Tang
- Xiamen Cell Therapy Research Center, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| | - Dongyan Shen
- Xiamen Cell Therapy Research Center, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| |
Collapse
|
2
|
Wang R, Zhang G, Zhu X, Xu Y, Cao N, Li Z, Han C, Qin M, Shen Y, Dong J, Ma F, Zhao A. Prognostic Implications of LRP1B and Its Relationship with the Tumor-Infiltrating Immune Cells in Gastric Cancer. Cancers (Basel) 2023; 15:5759. [PMID: 38136305 PMCID: PMC10741692 DOI: 10.3390/cancers15245759] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 11/16/2023] [Accepted: 11/27/2023] [Indexed: 12/24/2023] Open
Abstract
BACKGROUND Recent studies have shown that low-density lipoprotein receptor-related protein 1b (LRP1B), as a potential tumor suppressor, is implicated in the response to immunotherapy. The frequency of LRP1B mutation gene is high in many cancers, but its role in gastric cancer (GC) has not been determined. METHODS The prognostic value of LRP1B mutation in a cohort containing 100 patients having received radical gastrectomy for stage II-III GC was explored. By analyzing the data of LRP1B mRNA, the risk score of differentially expressed genes (DEGs) between LRP1B mutation-type and wild-type was constructed based on the TCGA-STAD cohort. The infiltration of tumor immune cells was evaluated by the CYBERSORT algorithm and verified by immunohistochemistry. RESULTS LRP1B gene mutation was an independent risk factor for disease-free survival (DFS) in GC patients (HR = 2.57, 95% CI: 1.28-5.14, p = 0.008). The Kaplan-Meier curve demonstrated a shorter survival time in high-risk patients stratified according to risk score (p < 0.0001). CYBERSORT analysis showed that the DEGs were mainly concentrated in CD4+ T cells and macrophages. TIMER analysis suggested that LRP1B expression was associated with the infiltration of CD4+ T cells and macrophages. Immunohistochemistry demonstrated that LRP1B was expressed in the tumor cells (TCs) and immune cells in 16/89 and 26/89 of the cohort, respectively. LRP1B-positive TCs were associated with higher levels of CD4+ T cells, CD8+ T cells, and CD86/CD163 (p < 0.05). Multivariate analysis showed that LRP1B-positive TCs represented an independent protective factor of DFS in GC patients (HR = 0.43, 95% CI: 0.10-0.93, p = 0.042). CONCLUSIONS LRP1B has a high prognostic value in GC. LRP1B may stimulate tumor immune cell infiltration to provide GC patients with survival benefits.
Collapse
Affiliation(s)
- Rui Wang
- Department of Oncology, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai 200032, China; (R.W.); (G.Z.); (X.Z.); (Y.X.); (N.C.)
- Department of Gastroenterology, Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai 200071, China
| | - Guangtao Zhang
- Department of Oncology, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai 200032, China; (R.W.); (G.Z.); (X.Z.); (Y.X.); (N.C.)
| | - Xiaohong Zhu
- Department of Oncology, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai 200032, China; (R.W.); (G.Z.); (X.Z.); (Y.X.); (N.C.)
| | - Yan Xu
- Department of Oncology, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai 200032, China; (R.W.); (G.Z.); (X.Z.); (Y.X.); (N.C.)
| | - Nida Cao
- Department of Oncology, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai 200032, China; (R.W.); (G.Z.); (X.Z.); (Y.X.); (N.C.)
| | - Zhaoyan Li
- Department of Traditional Chinese Medicine, School of Medicine Affiliated Ruijin Hospital, Shanghai Jiao Tong University, Shanghai 200025, China
| | - Chen Han
- Department of Oncology, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai 200032, China; (R.W.); (G.Z.); (X.Z.); (Y.X.); (N.C.)
| | - Mengmeng Qin
- Department of Oncology, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai 200032, China; (R.W.); (G.Z.); (X.Z.); (Y.X.); (N.C.)
| | - Yumiao Shen
- Department of Oncology, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai 200032, China; (R.W.); (G.Z.); (X.Z.); (Y.X.); (N.C.)
| | - Jiahuan Dong
- Department of Oncology, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai 200032, China; (R.W.); (G.Z.); (X.Z.); (Y.X.); (N.C.)
| | - Fangqi Ma
- Department of Oncology, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai 200032, China; (R.W.); (G.Z.); (X.Z.); (Y.X.); (N.C.)
| | - Aiguang Zhao
- Department of Oncology, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai 200032, China; (R.W.); (G.Z.); (X.Z.); (Y.X.); (N.C.)
| |
Collapse
|
3
|
Yu J, Ling S, Hong J, Zhang L, Zhou W, Yin L, Xu S, Que Q, Wu Y, Zhan Q, Bao J, Xu N, Liu Y, Chen K, Wei X, Liu Z, Feng T, Zhou L, Xie H, Wang S, Liu J, Zheng S, Xu X. TP53/mTORC1-mediated bidirectional regulation of PD-L1 modulates immune evasion in hepatocellular carcinoma. J Immunother Cancer 2023; 11:e007479. [PMID: 38030304 PMCID: PMC10689408 DOI: 10.1136/jitc-2023-007479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/25/2023] [Indexed: 12/01/2023] Open
Abstract
BACKGROUND Immunotherapy has facilitated great breakthroughs in the treatment of hepatocellular carcinoma (HCC). However, the efficacy and response rate of immunotherapy are limited and vary among different patients with HCC. TP53 mutation substantially affects the expression of immune checkpoint molecules in multiple cancers. However, the regulatory relationship between programmed death ligand 1 (PD-L1) and TP53 is poorly studied in HCC. We aimed to elucidate the regulatory mechanism of PD-L1 in HCC with different TP53 statuses and to assess its role in modulating immune evasion in HCC. METHODS HCC mouse models and cell lines with different TP53 statuses were constructed. PD-L1 levels were detected by PCR, western blotting and flow cytometry. RNA-seqencing, immunoprecipitation, chromatin immunoprecipitation and transmission electron microscopy were used to elucidate the regulatory mechanism in HCC with different TP53 status. HCC mouse models and patient with HCC samples were analyzed to demonstrate the preclinical and clinical significance of the findings. RESULTS We report that loss of p53 promoted PD-L1 expression and reduced CD8+ T-cell infiltration in patient with HCC samples and mouse models. Mammalian target of rapamycin (mTOR) pathway was activated in p53-loss-of-function HCC or after knocking down TP53. The transcription factor E2F1 was found to bind to the p53 protein in TP53 wild-type HCC cells, and inhibiting mammalian target of rapamycin complex 1 (mTORC1) disrupted this binding and enhanced E2F1 translocation to the nucleus, where it bound to the PD-L1 promoter and transcriptionally upregulated PD-L1. In p53-loss-of-function HCC cells, autophagosomes were activated after mTORC1 suppression, promoting the degradation of PD-L1 protein. The combination of mTOR inhibitor and anti-PD-L1 antibody enhanced CD8+ T-cell infiltration and tumor suppression in TP53 wild-type HCC mouse models, but no benefit was observed in p53-loss-of-function HCC mouse models. In patients with TP53 wild-type HCC, PD-L1 levels were significantly higher in the high E2F1 group than in the low E2F1 group, and the low E2F1 level group had significantly superior survival. CONCLUSION We revealed the bidirectional regulatory mechanism of PD-L1 mediated by TP53/mTORC1 in HCC. The combination of mTOR inhibitor and anti-PD-L1 antibody could be a novel precise immunotherapy scheme for TP53 wild-type HCC.
Collapse
Affiliation(s)
- Jiongjie Yu
- Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Integrated Oncology and Intelligent Medicine of Zhejiang Province, Hangzhou, China
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou, China
| | - Sunbin Ling
- Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Integrated Oncology and Intelligent Medicine of Zhejiang Province, Hangzhou, China
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou, China
| | | | - Lincheng Zhang
- Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou, China
| | - Wei Zhou
- Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Integrated Oncology and Intelligent Medicine of Zhejiang Province, Hangzhou, China
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou, China
| | - Lu Yin
- Key Laboratory of Integrated Oncology and Intelligent Medicine of Zhejiang Province, Hangzhou, China
| | - Shengjun Xu
- Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Integrated Oncology and Intelligent Medicine of Zhejiang Province, Hangzhou, China
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou, China
| | - Qingyang Que
- Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Integrated Oncology and Intelligent Medicine of Zhejiang Province, Hangzhou, China
| | - Yongfeng Wu
- Key Laboratory of Integrated Oncology and Intelligent Medicine of Zhejiang Province, Hangzhou, China
| | - Qifan Zhan
- Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Jiaqi Bao
- Zhejiang Chinese Medical University, Hangzhou, China
| | - Nan Xu
- Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Integrated Oncology and Intelligent Medicine of Zhejiang Province, Hangzhou, China
| | - Yuchen Liu
- College of Life Science, Zhejiang Chinese Medical University, Hangzhou, China
| | - Kangchen Chen
- Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Integrated Oncology and Intelligent Medicine of Zhejiang Province, Hangzhou, China
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou, China
| | - Xuyong Wei
- Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Integrated Oncology and Intelligent Medicine of Zhejiang Province, Hangzhou, China
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou, China
| | - Zhikun Liu
- Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Integrated Oncology and Intelligent Medicine of Zhejiang Province, Hangzhou, China
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou, China
| | - Tingting Feng
- Department of Colorectal Medical Oncology, Zhejiang Cancer Hospital, Hangzhou, Zhejiang, China
| | - Lin Zhou
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou, China
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Haiyang Xie
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou, China
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Shuai Wang
- Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Integrated Oncology and Intelligent Medicine of Zhejiang Province, Hangzhou, China
| | - Jimin Liu
- Department of Pathology and Molecular Medicine, Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada
| | - Shusen Zheng
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou, China
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Xiao Xu
- Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Integrated Oncology and Intelligent Medicine of Zhejiang Province, Hangzhou, China
- NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou, China
| |
Collapse
|
4
|
Jóri B, Vössing C, Pirngruber J, Willing EM, Arndt K, Falk M, Tiemann M, Heukamp LC, Hoffknecht P. The Combined Therapy of Cabozantinib, Crizotinib, and Osimertinib in a Lung Cancer Patient with Acquired MET Amplification and Resistance Mutations. Curr Oncol 2023; 30:8805-8814. [PMID: 37887535 PMCID: PMC10605877 DOI: 10.3390/curroncol30100635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 09/25/2023] [Accepted: 09/26/2023] [Indexed: 10/28/2023] Open
Abstract
EGFR-mutant lung cancers develop a wide range of potential resistance alterations under therapy with the third-generation EGFR tyrosine kinase inhibitor osimertinib. MET amplification ranks among the most common acquired resistance alterations and is currently being investigated as a therapeutic target in several studies. Nevertheless, targeted therapy of MET might similarly result in acquired resistance by point mutations in MET, which further expands therapeutic and diagnostic challenges. Here, we report a 50-year-old male patient with EGFR-mutant lung adenocarcinoma and stepwise acquired resistance by a focal amplification of MET followed by D1246N (D1228N), D1246H (D1228H), and L1213V (L1195V) point mutations in MET, all detected by NGS. The patient successfully responded to the combined and sequential treatment of osimertinib, osimertinib/crizotinib, and third-line osimertinib/cabozantinib. This case highlights the importance of well-designed, sequential molecular diagnostic analyses and the personalized treatment of patients with acquired resistance.
Collapse
Affiliation(s)
- Balázs Jóri
- Lungenkrebsmedizin Oldenburg, Georgstraße 12, 26121 Oldenburg, Germany (K.A.); (L.C.H.)
- Institut für Hämatopathologie Hamburg, Fangdieckstraße 75A, 22547 Hamburg, Germany
| | - Christine Vössing
- Lungenkrebsmedizin Oldenburg, Georgstraße 12, 26121 Oldenburg, Germany (K.A.); (L.C.H.)
- Institut für Hämatopathologie Hamburg, Fangdieckstraße 75A, 22547 Hamburg, Germany
| | - Judith Pirngruber
- Lungenkrebsmedizin Oldenburg, Georgstraße 12, 26121 Oldenburg, Germany (K.A.); (L.C.H.)
- Institut für Hämatopathologie Hamburg, Fangdieckstraße 75A, 22547 Hamburg, Germany
| | - Eva Maria Willing
- Lungenkrebsmedizin Oldenburg, Georgstraße 12, 26121 Oldenburg, Germany (K.A.); (L.C.H.)
- Institut für Hämatopathologie Hamburg, Fangdieckstraße 75A, 22547 Hamburg, Germany
| | - Kathrin Arndt
- Lungenkrebsmedizin Oldenburg, Georgstraße 12, 26121 Oldenburg, Germany (K.A.); (L.C.H.)
- Institut für Hämatopathologie Hamburg, Fangdieckstraße 75A, 22547 Hamburg, Germany
| | - Markus Falk
- Lungenkrebsmedizin Oldenburg, Georgstraße 12, 26121 Oldenburg, Germany (K.A.); (L.C.H.)
- Institut für Hämatopathologie Hamburg, Fangdieckstraße 75A, 22547 Hamburg, Germany
| | - Markus Tiemann
- Institut für Hämatopathologie Hamburg, Fangdieckstraße 75A, 22547 Hamburg, Germany
| | - Lukas C. Heukamp
- Lungenkrebsmedizin Oldenburg, Georgstraße 12, 26121 Oldenburg, Germany (K.A.); (L.C.H.)
- Institut für Hämatopathologie Hamburg, Fangdieckstraße 75A, 22547 Hamburg, Germany
| | - Petra Hoffknecht
- Lungenkrebsmedizin Oldenburg, Georgstraße 12, 26121 Oldenburg, Germany (K.A.); (L.C.H.)
- Department of Thorax Oncology, Niels-Stensen-Kliniken, Franziskus-Hospital Harderberg Alte, Rothen-Felder Straße 23, 49124 Georgsmarienhütte, Germany
| |
Collapse
|
5
|
Tan K, Fang Z, Kong L, Cheng C, Hwang S, Xu M. Pan-cancer analyses reveal GTSE1 as a biomarker for the immunosuppressive tumor microenvironment. Medicine (Baltimore) 2023; 102:e34996. [PMID: 37653815 PMCID: PMC10470696 DOI: 10.1097/md.0000000000034996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2023] [Revised: 08/07/2023] [Accepted: 08/08/2023] [Indexed: 09/02/2023] Open
Abstract
G2 and S phase-expressed-1 (GTSE1) has been reported to be associated with poor prognosis in many cancer types. However, the knowledge of GTSE1 across 33 cancer types remains scarce, and the mechanisms by which GTSE1 promotes cancer development remain incompletely understood. R language and TIMER2.0 were used to analyze the clinical relevance of GTSE1 across > 10,000 subjects representing 33 cancer types based on the cancer genome atlas databases. The expression of GTSE1 was upregulated in almost all cancer types and hyperactivity of GTSE1 is likely to induce DNA repair response and positively correlates with the tumor mutational burden and microsatellite instability which are both promising predictive biomarkers for immunotherapy. GTSE1 was upregulated in TP53 mutation patients. Additionally, GTSE1 also positively correlates with tumor purity and tumor infiltration of immune-suppressive myeloid-derived suppressor cells. Consistently, high expression of GTSE1 is associated with poor patient survival in many cancer types. Conclusion: Our study provides new insights into the diagnostic and prognostic role of GTSE1 in cancers and suggests therapeutic approaches for GTSE1-overexpressing cancers by targeting DNA repair response, and the tumor immune microenvironment.
Collapse
Affiliation(s)
- Ke Tan
- Department of Gastroenterology, Affiliated Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
| | - Zixuan Fang
- Department of Clinical Medicine, Clinical Medical College of Yangzhou University, Yangzhou, Jiangsu, China
| | - Lingzhen Kong
- Department of Cell Biology and Physiology, Washington University School of Medicine, St. Louis, MO
| | - Chen Cheng
- Department of Cell Biology and Physiology, Washington University School of Medicine, St. Louis, MO
| | - Sydney Hwang
- Department of Cell Biology and Physiology, Washington University School of Medicine, St. Louis, MO
| | - Min Xu
- Department of Gastroenterology, Affiliated Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
- Digestive Disease Research Institute, Jiangsu University, Zhenjiang, Jiangsu, China
| |
Collapse
|
6
|
Peixoto J, Príncipe C, Pestana A, Osório H, Pinto MT, Prazeres H, Soares P, Lima RT. Using a Dual CRISPR/Cas9 Approach to Gain Insight into the Role of LRP1B in Glioblastoma. Int J Mol Sci 2023; 24:11285. [PMID: 37511044 PMCID: PMC10379115 DOI: 10.3390/ijms241411285] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2023] [Revised: 06/27/2023] [Accepted: 07/04/2023] [Indexed: 07/30/2023] Open
Abstract
LRP1B remains one of the most altered genes in cancer, although its relevance in cancer biology is still unclear. Recent advances in gene editing techniques, particularly CRISPR/Cas9 systems, offer new opportunities to evaluate the function of large genes, such as LRP1B. Using a dual sgRNA CRISPR/Cas9 gene editing approach, this study aimed to assess the impact of disrupting LRP1B in glioblastoma cell biology. Four sgRNAs were designed for the dual targeting of two LRP1B exons (1 and 85). The U87 glioblastoma (GB) cell line was transfected with CRISPR/Cas9 PX459 vectors. To assess LRP1B-gene-induced alterations and expression, PCR, Sanger DNA sequencing, and qRT-PCR were carried out. Three clones (clones B9, E6, and H7) were further evaluated. All clones presented altered cellular morphology, increased cellular and nuclear size, and changes in ploidy. Two clones (E6 and H7) showed a significant decrease in cell growth, both in vitro and in the in vivo CAM assay. Proteomic analysis of the clones' secretome identified differentially expressed proteins that had not been previously associated with LRP1B alterations. This study demonstrates that the dual sgRNA CRISPR/Cas9 strategy can effectively edit LRP1B in GB cells, providing new insights into the impact of LRP1B deletions in GBM biology.
Collapse
Grants
- PTDC/MEC-ONC/31520/2017 FEEI, FEDER through COMPETE 2020 -POCI, Portugal 2020, and by Portuguese funds through FCT/Ministério da Ciência, Tecnologia e Ensino Superior
- POCI-01-0145-FEDER-028779 (PTDC/BIA-MIC/28779/2017) FEEI, FEDER through COMPETE 2020 -POCI, Portugal 2020, and by Portuguese funds through FCT/Ministério da Ciência, Tecnologia e Ensino Superior
- project "Institute for Research and Innovation in Health Sciences" (UID/BIM/04293/2019) FEEI, FEDER through COMPETE 2020 -POCI, Portugal 2020, and by Portuguese funds through FCT/Ministério da Ciência, Tecnologia e Ensino Superior
- "Cancer Research on Therapy Resistance: From Basic Mechanisms to Novel Targets"-NORTE-01-0145-FEDER-000051 Norte Portugal Regional Operational Programme (NORTE 2020), under the PORTUGAL 2020 Partnership Agreement, through the European Regional Development Fund (ERDF
- The Porto Comprehensive Cancer Center" with the reference NORTE-01-0145-FEDER-072678 - Consórcio PORTO.CCC - Porto.Comprehensive Cancer Center Raquel Seruca European Regional Development Fund
- ROTEIRO/0028/2013; LISBOA-01-0145-FEDER-022125 Portuguese Mass Spectrometry Network, integrated in the National Roadmap of Research Infra-structures of Strategic Relevance
Collapse
Affiliation(s)
- Joana Peixoto
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, 4200-135 Porto, Portugal
- Cancer Signaling and Metabolism Group, IPATIMUP-Institute of Molecular Pathology and Immunology of the University of Porto, Rua Alfredo Allen 208, 4169-007 Porto, Portugal
| | - Catarina Príncipe
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, 4200-135 Porto, Portugal
- Cancer Signaling and Metabolism Group, IPATIMUP-Institute of Molecular Pathology and Immunology of the University of Porto, Rua Alfredo Allen 208, 4169-007 Porto, Portugal
- Faculty of Sciences, University of Porto, 4169-007 Porto, Portugal
| | - Ana Pestana
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, 4200-135 Porto, Portugal
- Cancer Signaling and Metabolism Group, IPATIMUP-Institute of Molecular Pathology and Immunology of the University of Porto, Rua Alfredo Allen 208, 4169-007 Porto, Portugal
| | - Hugo Osório
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, 4200-135 Porto, Portugal
- IPATIMUP-Institute of Molecular Pathology and Immunology of the University of Porto, 4200-135 Porto, Portugal
- FMUP-Department of Pathology, Faculty of Medicine, University of Porto, Alameda Prof. Hernâni Monteiro, 4200-319 Porto, Portugal
| | - Marta Teixeira Pinto
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, 4200-135 Porto, Portugal
- IPATIMUP-Institute of Molecular Pathology and Immunology of the University of Porto, 4200-135 Porto, Portugal
| | - Hugo Prazeres
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, 4200-135 Porto, Portugal
- IPATIMUP-Institute of Molecular Pathology and Immunology of the University of Porto, 4200-135 Porto, Portugal
| | - Paula Soares
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, 4200-135 Porto, Portugal
- Cancer Signaling and Metabolism Group, IPATIMUP-Institute of Molecular Pathology and Immunology of the University of Porto, Rua Alfredo Allen 208, 4169-007 Porto, Portugal
- IPATIMUP-Institute of Molecular Pathology and Immunology of the University of Porto, 4200-135 Porto, Portugal
- FMUP-Department of Pathology, Faculty of Medicine, University of Porto, Alameda Prof. Hernâni Monteiro, 4200-319 Porto, Portugal
| | - Raquel T Lima
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, 4200-135 Porto, Portugal
- Cancer Signaling and Metabolism Group, IPATIMUP-Institute of Molecular Pathology and Immunology of the University of Porto, Rua Alfredo Allen 208, 4169-007 Porto, Portugal
- IPATIMUP-Institute of Molecular Pathology and Immunology of the University of Porto, 4200-135 Porto, Portugal
- FMUP-Department of Pathology, Faculty of Medicine, University of Porto, Alameda Prof. Hernâni Monteiro, 4200-319 Porto, Portugal
| |
Collapse
|
7
|
Qu J, Sun F, Hou Y, Qi H, Sun X, Xing L. Characterization and clinical verification of immune-related genes in hepatocellular carcinoma to aid prognosis evaluation and immunotherapy. BMC Cancer 2023; 23:549. [PMID: 37322434 DOI: 10.1186/s12885-023-10900-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 04/28/2023] [Indexed: 06/17/2023] Open
Abstract
BACKGROUND Immune-related genes (IRGs) have been confirmed to play an important role in tumorigenesis and tumor microenvironment formation in hepatocellular carcinoma (HCC). We investigated how IRGs regulates the HCC immunophenotype and thus affects the prognosis and response to immunotherapy. METHODS We investigated RNA expression of IRGs and developed an immune-related genes-based prognostic index (IRGPI) in HCC samples. Then, the influence of the IRGPI on the immune microenvironment was comprehensively analysed. RESULTS According to IRGPI, HCC patients are divided into two immune subtypes. A high IRGPI was characterized by an increased tumor mutation burden (TMB) and a poor prognosis. More CD8 + tumor infiltrating cells and expression of PD-L1 were observed in low IRGPI subtypes. Two immunotherapy cohorts confirmed patients with low IRGPI demonstrated significant therapeutic benefits. Multiplex immunofluorescence staining determined that there were more CD8 + T cells infiltrating into tumor microenvironment in IRGPI-low groups, and the survival time of these patients was longer. CONCLUSIONS This study demonstrated that the IRGPI serve as a predictive prognostic biomarker and potential indicator for immunotherapy.
Collapse
Affiliation(s)
- Jialin Qu
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Science, Jinan, 250117, Shandong, China
| | - Fenghao Sun
- Department of Nuclear Medicine, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Sciences, Jinan, 250117, Shandong, China
| | - Yichen Hou
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Science, Jinan, 250117, Shandong, China
| | - Haoran Qi
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Science, Jinan, 250117, Shandong, China
| | - Xiaorong Sun
- Department of Nuclear Medicine, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Sciences, Jinan, 250117, Shandong, China.
| | - Ligang Xing
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Science, Jinan, 250117, Shandong, China.
| |
Collapse
|
8
|
Wang CX, Yan J, Lin S, Ding Y, Qin YR. Mutant-allele dispersion correlates with prognosis risk in patients with advanced non-small cell lung cancer. J Cancer Res Clin Oncol 2023:10.1007/s00432-023-04801-3. [PMID: 37093348 DOI: 10.1007/s00432-023-04801-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Accepted: 04/17/2023] [Indexed: 04/25/2023]
Abstract
BACKGROUND Intra-tumor heterogeneity (ITH) contributes to lung cancer progression and resistance to therapy. To evaluate ITH and determine whether it may be employed as a predictive biomarker of prognosis in patients with advanced non-small cell lung cancer (NSCLC), we used a novel algorithm called mutant-allele dispersion (MAD). METHODS In the study, 103 patients with advanced NSCLC were enrolled. Using a panel of 425 cancer-related genes, next-generation sequencing (NGS) was performed on tumor specimens that had been collected. From NGS data, we derived MAD values, and we next looked into their relationships with clinical variables and different mutation subtypes. RESULTS The median MAD among 103 NSCLC patients was 0.73. EGFR mutation, tyrosine kinase inhibitor (TKI) therapy, radiotherapy, and chemotherapy cycles were all substantially correlated with the MAD score. In patients with lung adenocarcinoma (LUAD), correlation analysis revealed that the MAD score was substantially linked with Notch pathway mutation (P = 0.021). A significant relationship between high MAD and shorter progression-free survival (PFS) was found (HR = 2.004, 95%CI 1.269-3.163, P = 0.003). In patients with advanced NSCLC, histological type (P = 0.004), SMARCA4 mutation (P = 0.038), and LRP1B mutation (P = 0.006) were all independently associated with prognosis. The disease control rate was considerably greater in the low MAD group compared to the high MAD group in 19 LUAD patients receiving immunotherapy (92.9% vs. 40%, P = 0.037). TKI-PFS was longer in 37 patients with low MAD who received first-line TKI therapy (P = 0.014). CONCLUSION Our findings suggested that MAD is a practical and simple algorithm for assessing ITH, and populations with high MAD values are more likely to have EGFR mutations. MAD can be used as a potential biomarker to predict not only the prognosis of NSCLC but also the efficacy of immunotherapy and TKI therapy in patients with advanced NSCLC.
Collapse
Affiliation(s)
- Chen-Xu Wang
- Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China
| | - Jie Yan
- Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China
| | - Shan Lin
- Department of Oncology, Zhongshan Hospital Affiliated to Xiamen University, Xiamen, 361004, Fujian, China
| | - Yi Ding
- Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China
| | - Yan-Ru Qin
- Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China.
| |
Collapse
|
9
|
Ji JH, Ha SY, Lee D, Sankar K, Koltsova EK, Abou-Alfa GK, Yang JD. Predictive Biomarkers for Immune-Checkpoint Inhibitor Treatment Response in Patients with Hepatocellular Carcinoma. Int J Mol Sci 2023; 24:7640. [PMID: 37108802 PMCID: PMC10144688 DOI: 10.3390/ijms24087640] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Revised: 04/15/2023] [Accepted: 04/18/2023] [Indexed: 04/29/2023] Open
Abstract
Hepatocellular carcinoma (HCC) has one of the highest mortality rates among solid cancers. Late diagnosis and a lack of efficacious treatment options contribute to the dismal prognosis of HCC. Immune checkpoint inhibitor (ICI)-based immunotherapy has presented a new milestone in the treatment of cancer. Immunotherapy has yielded remarkable treatment responses in a range of cancer types including HCC. Based on the therapeutic effect of ICI alone (programmed cell death (PD)-1/programmed death-ligand1 (PD-L)1 antibody), investigators have developed combined ICI therapies including ICI + ICI, ICI + tyrosine kinase inhibitor (TKI), and ICI + locoregional treatment or novel immunotherapy. Although these regimens have demonstrated increasing treatment efficacy with the addition of novel drugs, the development of biomarkers to predict toxicity and treatment response in patients receiving ICI is in urgent need. PD-L1 expression in tumor cells received the most attention in early studies among various predictive biomarkers. However, PD-L1 expression alone has limited utility as a predictive biomarker in HCC. Accordingly, subsequent studies have evaluated the utility of tumor mutational burden (TMB), gene signatures, and multiplex immunohistochemistry (IHC) as predictive biomarkers. In this review, we aim to discuss the current state of immunotherapy for HCC, the results of the predictive biomarker studies, and future direction.
Collapse
Affiliation(s)
- Jun Ho Ji
- Division of Hematology and Oncology, Department of Internal Medicine, Samsung Changwon Hospital, Sungkyunkwan University School of Medicine, Changwon 51353, Republic of Korea
- Karsh Division of Gastroenterology and Hepatology, Comprehensive Transplant Center, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Sang Yun Ha
- Karsh Division of Gastroenterology and Hepatology, Comprehensive Transplant Center, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
- Department of Pathology and Translational Genomics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 03181, Republic of Korea
| | - Danbi Lee
- Karsh Division of Gastroenterology and Hepatology, Comprehensive Transplant Center, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
- Department of Gastroenterology, Liver Center, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Republic of Korea
| | - Kamya Sankar
- Division of Medical Oncology, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Ekaterina K. Koltsova
- Department of Medicine, Samuel Oschin Comprehensive Cancer Institute, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Ghassan K. Abou-Alfa
- Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
- Weil Cornell Medicine, Cornell University, New York, NY 14853, USA
| | - Ju Dong Yang
- Karsh Division of Gastroenterology and Hepatology, Comprehensive Transplant Center, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| |
Collapse
|
10
|
Liu Q, Liu YY, Chen XM, Tao BY, Chen K, Li WM, Xu CT, Shi Y, Li H, Liu HR. KIF5A upregulation in hepatocellular carcinoma: A novel prognostic biomarker associated with unique tumor microenvironment status. Front Oncol 2023; 12:1071722. [PMID: 36686769 PMCID: PMC9853384 DOI: 10.3389/fonc.2022.1071722] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2022] [Accepted: 12/05/2022] [Indexed: 01/09/2023] Open
Abstract
Liver hepatocellular carcinoma (LIHC) is one of the most common liver malignancies with high mortality and morbidity. Thus, it is crucial to identify potential biomarker that is capable of accurately predicting the prognosis and therapeutic response of LIHC. Kinesin family member 5A (KIF5A) is a microtubule-based motor protein involved in the transport of macromolecules such as organelle proteins in cells. Recent studies have illustrated that the high expression of KIF5A was related to poor prognosis of solid tumors, including bladder cancer, prostate cancer, and breast cancer. However, little is currently known concerning the clinical significance of KIF5A expression in LIHC. Herein, by adopting multi-omics bioinformatics analysis, we comprehensively uncovered the potential function and the predictive value of KIF5A in stratifying clinical features among patients with LIHC, for which a high KIF5A level predicted an unfavorable clinical outcome. Results from KIF5A-related network and enrichment analyses illustrated that KIF5A might involve in microtubule-based process, antigen processing and presentation of exogenous peptide antigen via MHC class II. Furthermore, immune infiltration and immune function analyses revealed upregulated KIF5A could predict a unique tumor microenvironment with more CD8+T cells and a higher level of anti-tumor immune response. Evidence provided by immunohistochemistry staining (IHC) further validated our findings at the protein level. Taken together, KIF5A might serve as a novel prognostic biomarker for predicting immunotherapy response and could be a potential target for anti-cancer strategies for LIHC.
Collapse
Affiliation(s)
- Qi Liu
- Faculty of Hepato-Pancreato-Biliary Surgery, The First Medical Center, Chinese PLA General Hospital, Beijing, China,Department of Hepatobiliary, The Eighth Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Yu-yang Liu
- Medical School of Chinese PLA, Beijing, China
| | - Xue-min Chen
- Medical School of Chinese PLA, Beijing, China,Senior Department of Otolaryngology-Head & Neck Surgery, Chinese PLA General Hospital, Beijing, China
| | | | - Kuang Chen
- Faculty of Hepato-Pancreato-Biliary Surgery, The First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Wei-min Li
- Faculty of Hepato-Pancreato-Biliary Surgery, The First Medical Center, Chinese PLA General Hospital, Beijing, China,Department of Hepatobiliary, The Eighth Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Chang-tao Xu
- Faculty of Hepato-Pancreato-Biliary Surgery, The First Medical Center, Chinese PLA General Hospital, Beijing, China,Department of Hepatobiliary, The Eighth Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Ying Shi
- School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Hao Li
- Department of Neurobiology, Beijing Institute of Basic Medical Sciences, Beijing, China
| | - Hao-run Liu
- Faculty of Hepato-Pancreato-Biliary Surgery, The First Medical Center, Chinese PLA General Hospital, Beijing, China,Department of Hepatobiliary, The Eighth Medical Center, Chinese PLA General Hospital, Beijing, China,*Correspondence: Hao-run Liu,
| |
Collapse
|
11
|
Duan XP, Liu K, Jiao XD, Qin BD, Li B, He X, Ling Y, Wu Y, Chen SQ, Zang YS. Prognostic value of tumor mutation burden in patients with advanced gastric cancer receiving first-line chemotherapy. Front Oncol 2023; 12:1007146. [PMID: 36686739 PMCID: PMC9847361 DOI: 10.3389/fonc.2022.1007146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2022] [Accepted: 12/05/2022] [Indexed: 01/06/2023] Open
Abstract
Background Tumor mutation burden (TMB) is a promising biomarker positively associated with the benefit of immunotherapy and that might predict the outcome of chemotherapy. We described the prognostic value of TMB in advanced gastric cancer and explored the underlying mechanism. Methods We enrolled 155 TMB-evaluated advanced gastric cancer patients and analyzed the relationship between clinicopathological characteristics and both overall survival (OS) and progression-free survival (PFS) among 40 patients treated with first-line chemotherapy. We further verified the distribution of TMB and analyzed the potential mechanism underlying the prognosis based on The Cancer Genome Atlas (TCGA) database. Results Among the 155 patients, 29 (18.7%) were TMB-high (TMB ≥ 10), roughly the same as the proportion in the TCGA data. Of the 40 patients receiving first-line chemotherapy, the median OS (7.9 vs. 12.1 months; HR 3.18; p = 0.0056) and PFS (4.4 vs. 6.2 months; HR 2.94; p = 0.0099) of the tissue-tested TMB (tTMB)-high patients were inferior to those of the tTMB-low patients. Similarly, unfavorable median OS (9.9 vs. 12.1 months; HR 2.11; p = 0.028) and PFS (5.3 vs. 6.5 months; HR 2.49; p = 0.0054) were shown in the blood-tested TMB (bTMB)-high than in the bTMB-low patients. The Cox analysis demonstrated that both tTMB-high and bTMB-high were significant independent predictors of dreadful OS and PFS. The differentially expressed genes (DEGs) according to TMB status were most significantly enriched in the downregulated metabolic pathway among the TMB-high patients. Conclusions TMB-high advanced gastric cancer patients accounted for around one-sixth and had a poorer prognosis than TMB-low patients when treated with first-line chemotherapy. The potential mechanism might be the downregulated metabolic activity in TMB-high patients.
Collapse
Affiliation(s)
- Xiao-Peng Duan
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Ke Liu
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Xiao-Dong Jiao
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Bao-Dong Qin
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Bing Li
- Burning Rock Biotech, Shanghai, China
| | - Xi He
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Yan Ling
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Ying Wu
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Shi-Qi Chen
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Yuan-Sheng Zang
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China,*Correspondence: Yuan-Sheng Zang,
| |
Collapse
|
12
|
Xu F, Cui W, Liu C, Feng F, Liu R, Zhang J, Sun C. Prognostic biomarkers correlated with immune infiltration in non-small cell lung cancer. FEBS Open Bio 2022; 13:72-88. [PMID: 36282125 PMCID: PMC9811604 DOI: 10.1002/2211-5463.13501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 10/17/2022] [Accepted: 10/24/2022] [Indexed: 01/07/2023] Open
Abstract
Lung cancer is the leading cause of cancer-related mortality in men and women globally. Non-small cell lung cancer (NSCLC) is the most prevalent subtype, accounting for 85-90% of all cancers. Although there have been dramatic advances in therapeutic approaches in recent decades, the recurrence and metastasis rates of NSCLC are as high as 30-40% with the 5-year overall survival rate being less than 15%. Therefore, it is necessary to explore the pathogenesis of NSCLC at the genetic level and identify prognostic biomarkers and novel therapeutic targets. Here, we aimed to identify mutated genes with high frequencies in Chinese NSCLC patients using next-generation sequencing and to investigate their relationships with the tumor mutation burden (TMB) and tumor immune microenvironment. A total of 110 NSCLC patients were enrolled to profile the genetic variations. Mutations in EGFR (62.37%), TP53 (61.29%), LRP1B (13.98%), FAT1 (12.90%), KMT2D (11.83%), CREBBP (10.75%), and RB1 (9.68%) were most prevalent. TP53, LRP1B, KMT2D, and CREBBP mutations were all significantly associated with high TMB (P < 0.05 or P < 0.01). The infiltrating levels of immune cells and immune molecules were enriched significantly in the LRP1B mutation group. LRP1B mutations significantly correlated with stimulating and inhibitory immunoregulators. Gene set enrichment analysis revealed that cell cycle, the Notch signaling pathway, the insulin signaling pathway, and the mTOR signaling pathway are related to LRP1B mutations in the immune system. LRP1B mutations may be of clinical importance in enhancing the anti-tumor immune response and may be a promising biomarker for predicting immunotherapy responsiveness.
Collapse
Affiliation(s)
- Fei Xu
- Department of Geriatric MedicineAffiliated Hospital of Shandong University of Traditional Chinese MedicineJinanChina,First Clinical Medical CollegeShandong University of Traditional Chinese MedicineJinanChina
| | - Wen‐qiang Cui
- Department of NeurologyAffiliated Hospital of Shandong University of Traditional Chinese MedicineJinanChina
| | - Cun Liu
- College of Traditional Chinese MedicineShandong University of Traditional Chinese MedicineJinanChina
| | - Fubin Feng
- Department of OncologyWeifang Traditional Chinese HospitalChina
| | - Ruijuan Liu
- Department of OncologyWeifang Traditional Chinese HospitalChina
| | - Jingtao Zhang
- College of Traditional Chinese MedicineShandong University of Traditional Chinese MedicineJinanChina
| | - Chang‐gang Sun
- Department of OncologyWeifang Traditional Chinese HospitalChina,Qingdao Academy of Chinese Medical SciencesShandong University of Traditional Chinese MedicineQingdaoChina
| |
Collapse
|
13
|
Khoury LM, Burcher KM, Ng RT, Song AH, Chang MJ, Gavrila E, Bloomer CH, Robinson MB, Kouri BE, Waltonen JD, Bunch PM, Lauer UM, Porosnicu M. Serendipitous synergism - an exceptional response to treatment with pembrolizumab in the course of a natural immunovirotherapy: a case report and review of the literature. Ther Adv Med Oncol 2022; 14:17588359221122729. [PMID: 36312814 PMCID: PMC9597005 DOI: 10.1177/17588359221122729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Accepted: 08/11/2022] [Indexed: 11/06/2022] Open
Abstract
Immune checkpoint inhibitors (ICIs) are the current guideline recommended treatment for many malignancies considered to be terminal. Despite considerable advances, their utility remains limited, and the field requires synergistic partners to further improve outcomes. Oncolytic viruses (OV) are emerging as contenders for the role of the synergistic agent of choice due to their multi-mechanistic effect on activating the tumor 'cold' immune microenvironment. Herpes simplex virus 1, a naturally selective OV, is the most advanced virotherapeutic compound in clinical applications for use in combination with ICI. We here present the case of a 72 year-old patient with a heavily pre-treated, advanced maxillary sinus squamous cell cancer with distant metastases who developed complete response (CR) with only three administrations of a programmed death 1 inhibitor after treatment interference by a severe herpes zoster infection, based on the related alpha-herpesvirus varicella zoster virus (VZV). This exceptional response has been followed and confirmed with imaging studies over more than 5 years. Although the patient had several favorable predictors for response to immunotherapy, we reason that the exceptional response may in part be secondary to the serendipitous VZV infection. Documented cases of cancer patients that achieved CR after few administrations of treatment with ICI are rare, with most reporting follow up of just over 1 year or less. In this case, it is conceivable that the interference of the infection with VZV, soon after the start of immunotherapy with ICI, led to a lasting antitumor immunity and sustained CR. This hypothesis is supported by the concept of 'oncolytic immunotherapy' which is reviewed in this manuscript. In addition, persistence of a TP53 mutation found in a liquid biopsy, despite clinical and radiologic remission, is discussed.
Collapse
Affiliation(s)
- Lara M. Khoury
- Department of Internal Medicine, Wake Forest
University School of Medicine, Winston-Salem, NC, USA
| | - Kimberly M. Burcher
- Department of Internal Medicine, Wake Forest
University School of Medicine, Winston-Salem, NC, USA
| | - Ronald T. Ng
- Department of Internal Medicine, Wake Forest
University School of Medicine, Winston-Salem, NC, USA
| | - Alexander H. Song
- Department of Internal Medicine, Section on
Hematology and Oncology, Wake Forest University School of Medicine,
Winston-Salem, NC, USA
| | - Mark J. Chang
- Department of Internal Medicine, Wake Forest
University School of Medicine, Winston-Salem, NC, USA
| | - Elena Gavrila
- Wake Forest University School of Medicine,
Winston-Salem, NC, USA
| | - Chance H. Bloomer
- Department of Internal Medicine, Wake Forest
University School of Medicine, Winston-Salem, NC, USA
| | - Mac B. Robinson
- Wake Forest Baptist Comprehensive Cancer
Center, Winston-Salem, NC, USA
| | - Brian E. Kouri
- Department of Radiology, Wake Forest University
School of Medicine, Winston-Salem, NC, USA
| | - Joshua D. Waltonen
- Department of Otolaryngology, Wake Forest
University School of Medicine, Winston-Salem, NC, USA
| | - Paul M. Bunch
- Department of Radiology, Wake Forest
University School of Medicine, Winston-Salem, NC, USA
| | - Ulrich M. Lauer
- Department of Internal Medicine VIII, Medical
Oncology and Pneumology, University Hospital Tuebingen, Germany German
Cancer Research Center (DKFZ), Tuebingen, Germany
| | - Mercedes Porosnicu
- Department of Internal Medicine, Section on
Hematology and Oncology, Wake Forest University School of Medicine, Medical
Center Blvd, Winston-Salem, NC 27101-4135, USA
- Wake Forest Baptist Comprehensive Cancer
Center, Winston-Salem, NC, USA
| |
Collapse
|
14
|
Identification of multi-omics biomarkers and construction of the novel prognostic model for hepatocellular carcinoma. Sci Rep 2022; 12:12084. [PMID: 35840618 PMCID: PMC9287549 DOI: 10.1038/s41598-022-16341-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2022] [Accepted: 07/08/2022] [Indexed: 12/05/2022] Open
Abstract
Genome changes play a crucial role in carcinogenesis, and many biomarkers can be used as effective prognostic indicators in various tumors. Although previous studies have constructed many predictive models for hepatocellular carcinoma (HCC) based on molecular signatures, the performance is unsatisfactory. Because multi-omics data can more comprehensively reflect the biological phenomenon of disease, we hope to build a more accurate predictive model by multi-omics analysis. We use the TCGA to identify crucial biomarkers and construct prognostic models through difference analysis, univariate Cox, and LASSO/stepwise Cox analysis. The performances of predictive models were evaluated and validated through survival analysis, Harrell’s concordance index (C-index), receiver operating characteristic (ROC) curve, and decision curve analysis (DCA). Multiple mRNAs, lncRNAs, miRNAs, CNV genes, and SNPs were significantly associated with the prognosis of HCC. We constructed five single-omic models, and the mRNA and lncRNA models showed good performance with c-indexes over 0.70. The multi-omics model presented a robust predictive ability with a c-index over 0.77. This study identified many biomarkers that may help study underlying carcinogenesis mechanisms in HCC. In addition, we constructed multiple single-omic models and an integrated multi-omics model that may provide practical and reliable guides for prognosis assessment.
Collapse
|
15
|
TP53 and LRP1B Co-Wild Predicts Improved Survival for Patients with LUSC Receiving Anti-PD-L1 Immunotherapy. Cancers (Basel) 2022; 14:cancers14143382. [PMID: 35884443 PMCID: PMC9320428 DOI: 10.3390/cancers14143382] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 07/02/2022] [Accepted: 07/06/2022] [Indexed: 02/04/2023] Open
Abstract
Immunotherapy brought long-term benefits for partial patients with lung squamous cell carcinoma (LUSC). The predictor of anti-PD-L1 therapy was controversial and limited in LUSC. We aimed to explore novel biomarker for LUSC immunotherapy and the potential mechanism. Five hundred and twenty-five Chinese patients (Geneplus cohort) with LUSC underwent targeted sequencing and were involved to explore the genomic profiling. TP53 and LRP1B were the most frequently recurrent genes and correlated to higher tumor mutational burden (TMB). We observed that LUSC patients with TP53 and LRP1B co-wild (co-wild type) were associated with better survival of anti-PD-L1 therapy compared with TP53 mutant or LRP1B mutant (mutant type) in POPAR/OAK cohort. Copy-number variation (CNV) and whole genome doubling (WGD) data from TCGA LUSC cohort were obtained to assess the CNV events. There were fewer CNV alterations and lower chromosome instability in patients with TP53/LRP1B co-wild compared with those with TP53/LRP1B mutant. RNA expression data from the TCGA LUSC cohort were collected to explore the differences in RNA expression and tumor immune microenvironment (TIME) between mutant and co-wild groups. The TP53/LRP1B co-wild type had a significantly increased proportion of multiple tumor-infiltrating lymphocytes (TILs), including activated CD8 T cell, activated dendritic cell (DC), and effector memory CD8 T cell. Immune-related gene sets including checkpoint, chemokine, immunostimulatory, MHC and receptors were enriched in the co-wild type. In conclusion, TP53/LRP1B co-wild LUSC conferred an elevated response rate in anti-PD-L1 therapy and improved survival, which was associated with a chromosome-stable phenotype and an activated immune microenvironment.
Collapse
|
16
|
Chen R, Zhao M, An Y, Liu D, Tang Q, Teng G. A Prognostic Gene Signature for Hepatocellular Carcinoma. Front Oncol 2022; 12:841530. [PMID: 35574316 PMCID: PMC9091376 DOI: 10.3389/fonc.2022.841530] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Accepted: 03/28/2022] [Indexed: 12/23/2022] Open
Abstract
Hepatocellular carcinoma is the third most common cause of cancer-related deaths in China and immune-based therapy can improve patient outcomes. In this study, we investigated the relationship between immunity-associated genes and hepatocellular carcinoma from the prognostic perspective. The data downloaded from The Cancer Genome Atlas Liver Hepatocellular Carcinoma (TCGA-LIHC) and the Gene Expression Omnibus (GEO) was screened for gene mutation frequency using the maftools package. Immunity-associated eight-gene signature with strong prognostic ability was constructed and proved as an independent predictor of the patient outcome in LIHC. Seven genes in the immune-related eight-gene signature were strongly associated with the infiltration of M0 macrophages, resting mast cells, and regulatory T cells. Our research may provide clinicians with a quantitative method to predict the prognosis of patients with liver cancer, which can assist in the selection of the optimal treatment plan.
Collapse
Affiliation(s)
- Rong Chen
- Department of Oncology, Zhongda Hospital, Nanjing, China
| | - Meng Zhao
- School of Basic Medicine, Zhengzhou University, Zhengzhou, China
| | - Yanli An
- Medical School of Southeast University, Nanjing, China.,Department of Radiology, Medical School of Southeast University, Nanjing, China
| | - Dongfang Liu
- Medical School of Southeast University, Nanjing, China
| | - Qiusha Tang
- Medical School of Southeast University, Nanjing, China
| | - Gaojun Teng
- Department of Radiology, Medical School of Southeast University, Nanjing, China
| |
Collapse
|
17
|
Zhen Z, Shen Z, Sun P. Downregulation of Low-density lipoprotein receptor-related protein 1B (LRP1B) inhibits the progression of hepatocellular carcinoma cells by activating the endoplasmic reticulum stress signaling pathway. Bioengineered 2022; 13:9467-9481. [PMID: 35389768 PMCID: PMC9161869 DOI: 10.1080/21655979.2022.2060778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
Hepatocellular carcinoma (HCC) has a high recurrence rate and mortality rate even after surgery. Low-density lipoprotein receptor-related protein 1B (LRP1B) has proven to be involved in tumor development and progression of multiple malignancies. However, the function of LRP1B in HCC progression has not been fully elucidated. Thus, we conducted this study to explore the relationship between LRP1B and HCC. Bioinformatic analyses implied that LRP1B was highly expressed in HCC tissues. High LRP1B expression was shown to be related to poor outcomes and the determination of HCC patients’ tumor stage. LRP1B deletion impeded the proliferation, migration, and invasion of HCC cells. Further investigation demonstrated that silencing LRP1B expression enhanced the sensitivity of HCC cells to doxorubicin. LRP1B deletion inhibited HCC progression by regulating the PERK-ATF4-CHOP signaling pathway. Additionally, we probed the genomic alterations of LRP1B in HCC and the impact on the prognosis of patients. Collectively, our results suggest that LRP1B plays an essential role in the promotion of HCC progression by regulating the PERK-ATF4-CHOP signaling pathway, which is a potential prognostic biomarker and a promising therapeutic target of HCC.
Collapse
Affiliation(s)
- Zili Zhen
- Department of General Surgery, Jinshan Hospital, Fudan University, Shanghai, P. R. China.,Department of Surgery, Shanghai Medical College, Fudan University, Shanghai, P. R. China.,Center for Tumor Diagnosis and Therapy, Jinshan Hospital, Fudan University, Shanghai, P. R. China
| | - Zhemin Shen
- Department of General Surgery, Jinshan Hospital, Fudan University, Shanghai, P. R. China
| | - Peilong Sun
- Department of General Surgery, Jinshan Hospital, Fudan University, Shanghai, P. R. China.,Center for Tumor Diagnosis and Therapy, Jinshan Hospital, Fudan University, Shanghai, P. R. China
| |
Collapse
|
18
|
Shi L, Cao J, Lei X, Shi Y, Wu L. Multi-omics data identified TP53 and LRP1B as key regulatory gene related to immune phenotypes via EPCAM in HCC. Cancer Med 2022; 11:2145-2158. [PMID: 35150083 PMCID: PMC9119357 DOI: 10.1002/cam4.4594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 12/18/2021] [Accepted: 12/21/2021] [Indexed: 12/16/2022] Open
Abstract
Background Many studies showed that the prognosis of hepatocellular carcinoma (HCC) was significantly associated with the expressions of TP53 and LRP1B. However, the potential influence of the two genes on the malignant progression of HCC is still to be expounded. Methods According to the correlation analysis between immune cells and expression levels of TP53 and LRP1B, we filtered the immune cells to perform unsupervised clustering analysis. Integration of multi‐omic data analysis identified genetic alteration and epigenetic alteration. In addition, pathway analysis was used to explore the potential function of the differentially expressed mRNAs. According to the differentially expressed genes, we established an interaction network to seek the hub gene. Least absolute shrinkage and selection operator (LASSO) regression analysis was used to build a prognosis model. Results The unsupervised clustering analysis showed that the cluster A1 showed the highest immune cell levels and the cluster B2 showed the lowest immune cell levels. Multi‐omics data analysis identified that somatic mutations, copy number variations, and DNA methylation levels had significant differences between cluster A1 and cluster B2. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis found that the upregulated mRNAs in the cluster A1 were mainly concentrated in T cell activation, external side of plasma membrane, receptor ligand activity, and cytokine−cytokine receptor interaction. Importantly, the EPCAM was identified as a critical node in the lncRNAs–miRNAs–mRNAs regulatory network correlated with the immune phenotypes. In addition, based on differentially expressed genes between cluster A1 and cluster B2, the prognostic model established by LASSO could predict the overall survival (OS) of HCC accurately. Conclusions The results indicated that the TP53 and LRP1B acted as the key genes in regulating the immune phenotypes of HCC via EPCAM.
Collapse
Affiliation(s)
- Liang Shi
- Department of Clinical Laboratory Medicine, The Eighth Affiliated Hospital, Sun Yat-sen University, Shenzhen, China.,Translational Medicine Laboratory, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Jie Cao
- Translational Medicine Laboratory, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Xin Lei
- Translational Medicine Laboratory, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Yifen Shi
- Department of Hematology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Lili Wu
- Department of Clinical Blood Transfusion, The Eighth Affiliated Hospital, Sun Yat-sen University, Shenzhen, China.,Department of Clinical Laboratory, The Central Hospital of Wenzhou, Wenzhou, China
| |
Collapse
|
19
|
Qu C, Ma T, Yan X, Li X, Li Y. Overexpressed PAQR4 predicts poor overall survival and construction of a prognostic nomogram based on PAQR family for hepatocellular carcinoma. MATHEMATICAL BIOSCIENCES AND ENGINEERING : MBE 2022; 19:3069-3090. [PMID: 35240821 DOI: 10.3934/mbe.2022142] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
OBJECTIVE We aimed to explore the expression and clinical prognostic significance of PAQR4 in hepatocellular carcinoma (HCC). METHODS We obtained the gene expression matrix and clinical data of HCC from the cancer genome atlas (TCGA) and international cancer genome consortium (ICGC) databases. The prognostic value of PAQR4 in HCC was evaluated using the Kaplan-Meier and Cox regression analyses. PAQR4-related pathways were explored by gene set enrichment analysis (GSEA). A clinical nomogram prognostic model based on the PAQR family was constructed using Cox proportional hazards models. RESULTS We found that PAQR4 is overexpressed in HCC from multiple databases; additionally, quantitative real-time polymerase chain reaction (qRT-PCR) validated the upregulation of PAQR4 in HCC. PAQR4 expression was related to age, grade, alpha fetoprotein (AFP), T classification and clinical stage of HCC patients. High PAQR4 expression was associated with poor overall survival and was an independent prognostic factor for HCC patients through Kaplan-Meier analysis and Cox regression analysis, respectively. In addition, GSEA identified that the high PAQR4 expression phenotype was involved in the cell cycle, Notch signaling pathway, mTOR signaling pathway, etc. Finally, three PAQR family genes (PAQR4, PAQR8 and PAQR9) were associated with the prognosis of patients with HCC. A clinical nomogram prediction model was verified in TCGA training and ICGC validation sets, and it exerted dramatic predictive efficiency in this study. CONCLUSIONS PAQR4 may be regarded as a promising prognostic biomarker and therapeutic target for HCC.
Collapse
Affiliation(s)
- Caihao Qu
- Lanzhou University Second Hospital, Lanzhou 730030, China
- Key Laboratory of Digestive System Tumors of Gansu Province, Lanzhou 730030, China
| | - Tengda Ma
- Lanzhou University Second Hospital, Lanzhou 730030, China
- Key Laboratory of Digestive System Tumors of Gansu Province, Lanzhou 730030, China
| | - Xin Yan
- Lanzhou University Second Hospital, Lanzhou 730030, China
- Key Laboratory of Digestive System Tumors of Gansu Province, Lanzhou 730030, China
| | - Xiaomei Li
- Lanzhou University Second Hospital, Lanzhou 730030, China
- Key Laboratory of Digestive System Tumors of Gansu Province, Lanzhou 730030, China
| | - Yumin Li
- Lanzhou University Second Hospital, Lanzhou 730030, China
- Key Laboratory of Digestive System Tumors of Gansu Province, Lanzhou 730030, China
| |
Collapse
|
20
|
Multiomics analysis of tumor mutational burden across cancer types. Comput Struct Biotechnol J 2021; 19:5637-5646. [PMID: 34745455 PMCID: PMC8531462 DOI: 10.1016/j.csbj.2021.10.013] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Revised: 10/04/2021] [Accepted: 10/04/2021] [Indexed: 12/12/2022] Open
Abstract
Whether tumor mutational burden (TMB) is related to improved survival outcomes or the promotion of immunotherapy in various malignant tumors remains controversial, and we lack a comprehensive understanding of TMB across cancers. Based on the data obtained from The Cancer Genome Atlas (TCGA), we conducted a multiomics analysis of TMB across 21 cancer types to identify characteristics related to TMB and determine the mechanism as it relates to prognosis, gene expression, gene mutation and signaling pathways. In our study, TMB was found to have a significant relationship with prognosis for 21 tumors, and the relationship was different in different tumors. TMB may also be related to different outcomes for patients with different tumor subtypes. TMB was confirmed to be correlated with clinical information, such as age and sex. Mutations in GATA3 and MAP3K1 in beast invasive carcinoma (BRCA), TCF7L2 in colon adenocarcinoma (COAD), NFE2L2 in esophageal carcinoma (ESCA), CIC and IDH1 in brain lower grade glioma (LGG), CDH1 in stomach adenocarcinoma (STAD), and TP53 in uterine corpus endometrial carcinoma (UCEC) were demonstrated to be correlated with lower TMB. Moreover, we identified differentially expressed genes (DEGs) and differentially methylated regions (DMRs) according to different TMB levels in 21 cancers. We also investigated the correlation between enrichment of signaling pathways, immune cell infiltration and TMB. In conclusion, we identified multiomic characteristics related to the TMB in 21 tumors, providing support for a comprehensive understanding of the role of TMB in different tumors.
Collapse
|
21
|
Transcatheter arterial chemoembolization followed by surgical resection for hepatocellular carcinoma: a focus on its controversies and screening of patients most likely to benefit. Chin Med J (Engl) 2021; 134:2275-2286. [PMID: 34593696 PMCID: PMC8509936 DOI: 10.1097/cm9.0000000000001767] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Surgical resection (SR) is recommended as a radical procedure in the treatment of hepatocellular carcinoma (HCC). However, postoperative recurrence negatively affects the long-term efficacy of SR, and preoperative adjuvant therapy has therefore become a research hotspot. Some clinicians adopt transcatheter arterial chemoembolization (TACE) as a preoperative adjuvant therapy in patients undergoing SR to increase the resection rate, reduce tumor recurrence, and improve the prognosis. However, the findings of the most relevant studies remain controversial. Some studies have confirmed that preoperative TACE cannot improve the long-term survival rate of patients with HCC and might even negatively affect the resection rate. Which factors influence the efficacy of preoperative TACE combined with SR is a topic worthy of investigation. In this review, existing clinical studies were analyzed with a particular focus on several topics: screening of the subgroups of patients most likely to benefit from preoperative TACE, exploration of the optimal treatment regimen of preoperative TACE, and determination of the extent of tumor necrosis as the deciding prognostic factor.
Collapse
|
22
|
Príncipe C, Dionísio de Sousa IJ, Prazeres H, Soares P, Lima RT. LRP1B: A Giant Lost in Cancer Translation. Pharmaceuticals (Basel) 2021; 14:836. [PMID: 34577535 PMCID: PMC8469001 DOI: 10.3390/ph14090836] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2021] [Revised: 08/14/2021] [Accepted: 08/16/2021] [Indexed: 12/23/2022] Open
Abstract
Low-density lipoprotein receptor-related protein 1B (LRP1B) is a giant member of the LDLR protein family, which includes several structurally homologous cell surface receptors with a wide range of biological functions from cargo transport to cell signaling. LRP1B is among the most altered genes in human cancer overall. Found frequently inactivated by several genetic and epigenetic mechanisms, it has mostly been regarded as a putative tumor suppressor. Still, limitations in LRP1B studies exist, in particular associated with its huge size. Therefore, LRP1B expression and function in cancer remains to be fully unveiled. This review addresses the current understanding of LRP1B and the studies that shed a light on the LRP1B structure and ligands. It goes further in presenting increasing knowledge brought by technical and methodological advances that allow to better manipulate LRP1B expression in cells and to more thoroughly explore its expression and mutation status. New evidence is pushing towards the increased relevance of LRP1B in cancer as a potential target or translational prognosis and response to therapy biomarker.
Collapse
Affiliation(s)
- Catarina Príncipe
- i3S—Instituto de Investigação e Inovação em Saúde, Universidade do Porto, 4200-135 Porto, Portugal; (C.P.); (H.P.); (P.S.)
- Cancer Signalling and Metabolism Group, IPATIMUP—Institute of Molecular Pathology and Immunology, University of Porto, 4200-135 Porto, Portugal
| | - Isabel J. Dionísio de Sousa
- Department of Oncology, Centro Hospitalar Universitário de São João, 4200-450 Porto, Portugal;
- Faculty of Medicine, University of Porto, 4200-319 Porto, Portugal
| | - Hugo Prazeres
- i3S—Instituto de Investigação e Inovação em Saúde, Universidade do Porto, 4200-135 Porto, Portugal; (C.P.); (H.P.); (P.S.)
- IPO-Coimbra, Portuguese Oncology Institute of Coimbra, 3000-075 Coimbra, Portugal
| | - Paula Soares
- i3S—Instituto de Investigação e Inovação em Saúde, Universidade do Porto, 4200-135 Porto, Portugal; (C.P.); (H.P.); (P.S.)
- Cancer Signalling and Metabolism Group, IPATIMUP—Institute of Molecular Pathology and Immunology, University of Porto, 4200-135 Porto, Portugal
- Faculty of Medicine, University of Porto, 4200-319 Porto, Portugal
- Department of Pathology, Faculty of Medicine, University of Porto, 4200-319 Porto, Portugal
| | - Raquel T. Lima
- i3S—Instituto de Investigação e Inovação em Saúde, Universidade do Porto, 4200-135 Porto, Portugal; (C.P.); (H.P.); (P.S.)
- Cancer Signalling and Metabolism Group, IPATIMUP—Institute of Molecular Pathology and Immunology, University of Porto, 4200-135 Porto, Portugal
- Faculty of Medicine, University of Porto, 4200-319 Porto, Portugal
- Department of Pathology, Faculty of Medicine, University of Porto, 4200-319 Porto, Portugal
| |
Collapse
|
23
|
Development and validation of a LRP1B mutation-associated prognostic model for hepatocellular carcinoma. Biosci Rep 2021; 41:229519. [PMID: 34386813 PMCID: PMC8415215 DOI: 10.1042/bsr20211053] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 07/28/2021] [Accepted: 07/29/2021] [Indexed: 11/17/2022] Open
Abstract
PURPOSE To develop a LRP1B gene mutation based prognostic model for hepatocellular carcinoma (HCC) patients risk prediction. Methods: The LRP1B gene mutation rate was calculated from HCC patient samples. Meanwhile, differentially expressed genes according to LRP1B mutant were screened out for prognostic model establishment. Based on this innovative model, HCC patients were categoried into high and low-risk group. The immune status including immune cell infiltration ratio and checkpoints have been explored in two groups. The functions of LRP1B and risk factors in the model were verified using both in vivo and in vitro experiments. RESULTS It could be demonstrated that LRP1B was a potential negative predictor for HCC patients prognosis with high mutation frequency. The functions of LRP1B was verified with ELISA assay and Quantitative Real-time PCR method based on clinical recruited HCC participants. 11 genes displayed significant differences according to LRP1B status, which could better predict HCC patient prognosis. The functions of these genes were examined using HCC cell line HCCLM3, suggesting they played a pivotal role in determining HCC cell proliferation and apoptosis. From the immune cell infiltration ratio analysis, there was a significant difference in the infiltration degree of 7 types of immune cells and 2 immune checkpoints between high and low-risk HCC patients. CONCLUSION This study hypothesized a potential prognostic biomarker and developed a novel LRP1B mutation-associated prognostic model for hepatocellular carcinoma, which provided a systematic reference for future understanding of clinical research.
Collapse
|
24
|
Zhao J, Xiao X, Li Y, Gao X, Zhang X, Liu Z, Yi Y, Fu X, Wang H, Guan Y, Xia X, Zhang W, Huang J. The prevalence of HLA-I LOH in Chinese pan-cancer patients and genomic features of patients harboring HLA-I LOH. Hum Mutat 2021; 42:1254-1264. [PMID: 34245634 DOI: 10.1002/humu.24255] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2021] [Revised: 06/29/2021] [Accepted: 07/06/2021] [Indexed: 11/08/2022]
Abstract
HLA-I LOH may facilitate immune evasion. However, large population studies on the prevalence of HLA-I LOH across different cancer types and in relation to mutational profiles are lacking, in particular, in the Chinese population. In this study, analysis was performed in 1504 advanced pan-cancer patients and 134 early-stage non-small-cell lung cancer patients using a 1021-gene panel. The consistency between the 1021-gene panel and whole-exome sequencing was evaluated in 45 samples, where concordant results were obtained in 95.6% (43/45) of the samples. Analytical results revealed that the prevalence of HLA-I LOH in tumor tissue presents considerable differences across cancer types. HLA-I LOH was relevant to genomic instability, reflected in higher tumor mutation burden level. HLA-I LOH occurs more frequently in MSS samples than in MSI-H samples. The alteration frequencies of p53 pathway, RTK/RAS pathway, Notch pathway, Hippo pathway, and Nrf2 pathway in HLA-I LOH group were significantly higher than that in HLA-I stable group (p < .0001, p < .0001, p = .032, p = .013, p = .003, respectively). In DNA damage response pathways, alterations in the checkpoint factor pathway and Fanconi anemia pathway are enriched in HLA-I LOH group (p < .0001, p = .023, respectively). Besides, HLA-I LOH was accompanied by higher mutation rates of several tumor suppressors, including TP53 and LRP1B. These results may shed light on follow-up tumor immunology research.
Collapse
Affiliation(s)
- Jian Zhao
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China.,Suzhou Key Laboratory for Respiratory Diseases, Suzhou, Jiangsu, China
| | - Xiaoxiong Xiao
- Thoracic Surgery Department, Xiangya Hospital Central South University, Changsha, Hunan, China
| | - Yue Li
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China.,Suzhou Key Laboratory for Respiratory Diseases, Suzhou, Jiangsu, China
| | - Xuan Gao
- Geneplus-Beijing, Beijing, China.,State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Xiuqin Zhang
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China.,Suzhou Key Laboratory for Respiratory Diseases, Suzhou, Jiangsu, China
| | - Zeyi Liu
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China.,Suzhou Key Laboratory for Respiratory Diseases, Suzhou, Jiangsu, China
| | | | | | - Han Wang
- Geneplus-Beijing, Beijing, China
| | | | | | - Weixing Zhang
- Thoracic Surgery Department, Xiangya Hospital Central South University, Changsha, Hunan, China
| | - Jian'an Huang
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China.,Suzhou Key Laboratory for Respiratory Diseases, Suzhou, Jiangsu, China
| |
Collapse
|