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1.
J Cancer Res Clin Oncol ; 149(7): 4047-4061, 2023 Jul.
Article in English | MEDLINE | ID: mdl-36038676

ABSTRACT

BACKGROUND: mRNA vaccines are emerging as new targets for cancer immunotherapy. However, the potential tumor antigens for mRNA vaccine design in hepatocellular carcinoma (HCC) remain to be elucidated. METHODS: Genetic and RNA-Seq data were obtained from TCGA and ICGC. Tumor-specific antigens (TSAs) were identified by differential expression, mutation status, HLA binding, antigen-presenting cell (APC) correlation, immune checkpoint (ICP) relevance and prognosis. Consensus clustering was used for patient classification. The molecular and immune status of TSAs and clustered patients, including prognostic ability, tumor microenvironment, tumor-related signature and tumor immune dysfunction and exclusion (TIDE), were further characterized. RESULTS: Five dysregulated and mutated TSAs were identified in HCC (TSA5): FXYD6, JAM2, GALNT16, C7, and CCDC146. Seven immune gene modules and five immune subtypes (IS1-IS5) of HCC were identified. The immune subtypes and TSA5-related modules showed distinct molecular, cellular and clinical characteristics. According to our study, IS1 patients may be suitable for vaccination.


Subject(s)
Carcinoma, Hepatocellular , Liver Neoplasms , Humans , Carcinoma, Hepatocellular/genetics , Carcinoma, Hepatocellular/therapy , Antigens, Neoplasm/genetics , Liver Neoplasms/genetics , Liver Neoplasms/therapy , RNA, Messenger/genetics , Tumor Microenvironment , mRNA Vaccines
2.
Sci Rep ; 12(1): 18066, 2022 10 27.
Article in English | MEDLINE | ID: mdl-36302799

ABSTRACT

Autophagy plays a critical role in tumor pathogenesis. However, autophagy-related signature in Hepatocellular carcinoma (HCC) has not been revealed yet. We quantified the levels of various cancer hallmarks and identified ATG101 as the major risk factor for overall survival in HCC. A robust ATG101-related gene signature (ATS) for prognosis was constructed using a combination of bioinformatic and statistical approaches. Additionally, genetic and immunological properties were measured between ATS-high and ATS-low groups. The ATS signature was associated with shortened overall survival in HCC patients independently of clinicopathological characteristics. ATS status defines an inflamed yet exhausted tumor microenvironment, in which the activities of the exhausted CD8+ or CD4+ T cells were strongly associated with ATS. The ATS signature predicts the drug resistance to the immunotherapy, thus a combination of targeted therapy and immunotherapy might be suitable for ATS-high patients. This work shed light on the function of ATG101-related genes in HCC and revealed that the ATS signature may be a useful prognostic biomarker for differentiating molecular and immunological features and predicting probable response to the therapy.


Subject(s)
Carcinoma, Hepatocellular , Liver Neoplasms , Humans , Carcinoma, Hepatocellular/genetics , Carcinoma, Hepatocellular/therapy , Liver Neoplasms/genetics , Liver Neoplasms/therapy , Biomarkers, Tumor/genetics , Kaplan-Meier Estimate , Prognosis , Tumor Microenvironment/genetics , Autophagy-Related Proteins/genetics , Vesicular Transport Proteins
3.
Mol Cell ; 48(4): 627-40, 2012 Nov 30.
Article in English | MEDLINE | ID: mdl-23041284

ABSTRACT

Signaling via the Akt serine/threonine protein kinase plays critical roles in the self-renewal of embryonic stem cells and their malignant counterpart, embryonal carcinoma cells (ECCs). Here we show that in ECCs, Akt phosphorylated the master pluripotency factor Oct4 at threonine 235, and that the levels of phosphorylated Oct4 in ECCs correlated with resistance to apoptosis and tumorigenic potential. Phosphorylation of Oct4 increased its stability and facilitated its nuclear localization and its interaction with Sox2, which promoted the transcription of the core stemness genes POU5F1 and NANOG. Furthermore, in ECCs, unphosphorylated Oct4 bound to the AKT1 promoter and repressed its transcription. Phosphorylation of Oct4 by Akt resulted in dissociation of Oct4 from the AKT1 promoter, which activated AKT1 transcription and promoted cell survival. Therefore, a site-specific, posttranslational modification of the Oct4 protein orchestrates the regulation of its stability, subcellular localization, and transcriptional activities, which collectively promotes the survival and tumorigenicity of ECCs.


Subject(s)
Carcinoma, Embryonal/genetics , Carcinoma, Embryonal/pathology , Embryonal Carcinoma Stem Cells/pathology , Octamer Transcription Factor-3/metabolism , Proto-Oncogene Proteins c-akt/genetics , Proto-Oncogene Proteins c-akt/metabolism , Amino Acid Sequence , Animals , Apoptosis , Carcinoma, Embryonal/metabolism , Cell Survival , Cell Transformation, Neoplastic , Embryonal Carcinoma Stem Cells/metabolism , Gene Expression Regulation, Neoplastic , HEK293 Cells , Humans , Mice , Molecular Sequence Data , Octamer Transcription Factor-3/chemistry , Phosphorylation , Proto-Oncogene Proteins c-akt/chemistry , Transcription, Genetic/genetics , Tumor Cells, Cultured
4.
Mutat Res ; 731(1-2): 85-91, 2012 Mar 01.
Article in English | MEDLINE | ID: mdl-22155171

ABSTRACT

Flap endonuclease 1 (FEN1), a member of the Rad2 nuclease family, possesses 5' flap endonuclease (FEN), 5' exonuclease (EXO), and gap-endonuclease (GEN) activities. The multiple, structure-specific nuclease activities of FEN1 allow it to process different intermediate DNA structures during DNA replication and repair. We previously identified a group of FEN1 mutations and single nucleotide polymorphisms that impair FEN1's EXO and GEN activities in human cancer patients. We also established a mouse model carrying the E160D FEN1 mutation, which mimics the mutations seen in humans. FEN1 mutant mice developed spontaneous lung cancer at high frequency at their late life stages. An important unanswered question is whether individuals carrying such FEN1 mutation are more susceptible to tobacco smoke and have an earlier onset of lung cancer. Here, we report our study on E160D mutant mice exposed to benzo[α]pyrene (B[α]P), a major DNA damaging compound found in tobacco smoke. We demonstrate that FEN1 employs its GEN activity to cleave DNA bubble substrates with BP-induced lesions, but the E160D FEN1 mutation abolishes such activity. As a consequence, Mouse cells carrying the E160D mutation display defects in the repair of B[α]P adducts and accumulate DNA double-stranded breaks and chromosomal aberrations upon treatments with B[α]P. Furthermore, more E160D mice than WT mice have an early onset of B[α]P-induced lung adenocarcinoma. All together, our current study suggests that individuals carrying the GEN-deficient FEN1 mutations have high risk to develop lung cancer upon exposure to B[α]P-containing agents such as tobacco smoke.


Subject(s)
Flap Endonucleases/genetics , Lung Neoplasms/genetics , Mutation , Adenocarcinoma/genetics , Animals , Chromosome Aberrations , DNA Damage , DNA Repair , Disease Models, Animal , Mice , Mice, Mutant Strains , Risk
5.
PLoS One ; 6(5): e19386, 2011 May 03.
Article in English | MEDLINE | ID: mdl-21559292

ABSTRACT

BACKGROUND: It has long been proposed that early embryos and reproductive organs exhibit similar gene expression profiles. However, whether this similarity is propagated to the protein level remains largely unknown. We have previously characterised the promiscuous expression pattern of cell surface proteins on mouse embryonic stem (mES) cells. As cell surface proteins also play critical functions in human embryonic stem (hES) cells and germ cells, it is important to reveal whether a promiscuous pattern of cell surface proteins also exists for these cells. METHODS AND PRINCIPAL FINDINGS: Surface proteins of hES cells and human mature sperms (hSperms) were purified by biotin labelling and subjected to proteomic analyses. More than 1000 transmembrane or secreted cell surface proteins were identified on the two cell types, respectively. Proteins from both cell types covered a large variety of functional categories including signal transduction, adhesion and transporting. Moreover, both cell types promiscuously expressed a wide variety of tissue specific surface proteins, and some surface proteins were heterogeneously expressed. CONCLUSIONS/SIGNIFICANCE: Our findings indicate that the promiscuous expression of functional and tissue specific cell surface proteins may be a common pattern in embryonic stem cells and germ cells. The conservation of gene expression patterns between early embryonic cells and reproductive cells is propagated to the protein level. These results have deep implications for the cell surface signature characterisation of pluripotent stem cells and germ cells and may lead the way to a new area of study, i.e., the functional significance of promiscuous gene expression in pluripotent and germ cells.


Subject(s)
Cell Membrane/metabolism , Embryonic Stem Cells/cytology , Gene Expression Regulation, Developmental , Membrane Proteins/metabolism , Proteomics/methods , Animals , Cell Adhesion , Gamma Rays , Humans , Ligands , Male , Mice , Semen/metabolism , Signal Transduction , Software
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