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1.
Aging (Albany NY) ; 16(2): 1879-1896, 2024 01 22.
Article in English | MEDLINE | ID: mdl-38261737

ABSTRACT

BACKGROUND: Cyclin-Dependent Kinase 16 (CDK16) plays significant biological roles in various diseases. Nonetheless, its function in different cancer types and its relationship with the Tumor Immune Microenvironment (TIME) are still not well-understood. METHODS: We analyzed the expression profile, genetic alterations, clinical features, and prognostic value of CDK16 in pan-cancer using data from The Cancer Genome Atlas, Genotype-Tissue Expression databases, and in vitro experiments. Additionally, the TIMER2 and ImmuCellAI databases were utilized to assess the correlation between CDK16 expression and immune cell infiltration levels. Finally, we examined the correlation between CDK16 and the response to immunotherapy using collected immunotherapy data. RESULTS: CDK16 is notably overexpressed in pan-cancer and is a risk factor for poor prognosis in various cancers. Our findings reveal that CDK16 regulates not only cell cycle-related functions to promote cell proliferation but also the autoimmunity-related functions of the innate and adaptive immune systems, along with other immune-related signaling pathways. Moreover, CDK16 overexpression contributes to an immunosuppressive tumor microenvironment, extensively suppressing immune-related features such as the expression of immune-related genes and pathways, as well as the count of immune-infiltrating cells. Our analysis indicated that individuals with low CDK16 expression showed higher response rates to immune checkpoint inhibitors and longer overall survival compared to those with high CDK16 expression. CONCLUSIONS: This study establishes CDK16 as a potential biomarker for predicting poor prognosis in a wide range of cancers. Its role in shaping the immunosuppressive tumor microenvironment and influencing the efficacy of immunotherapy highlights the urgent need for developing targeted therapies against CDK16, offering new avenues for cancer treatment and management.


Subject(s)
Neoplasms , Tumor Microenvironment , Humans , Prognosis , Tumor Microenvironment/genetics , Genes, cdc , Cyclin-Dependent Kinases , Immunotherapy , Neoplasms/genetics , Neoplasms/therapy
2.
Front Oncol ; 13: 1127768, 2023.
Article in English | MEDLINE | ID: mdl-37007124

ABSTRACT

Background: Cuproptosis is a novel form of programmed cell death that disrupts the tricarboxylic acid (TCA) cycle and mitochondrial function. The mechanism of cuproptosis is quite different from that of common forms of cell death such as apoptosis, pyroptosis, necroptosis, and ferroptosis. However, the potential connection between cuproptosis and tumor immunity, especially in lung adenocarcinoma (LUAD), is poorly understood. Methods: We used machine learning algorithms to develop a cuproptosis-related scoring system. The immunological features of the scoring system were investigated by exploring its association with clinical outcomes, immune checkpoint expression, and prospective immunotherapy response in LUAD patients. The system predicted the sensitivity to chemotherapeutic agents. Unsupervised consensus clustering was performed to precisely identify the different cuproptosis-based molecular subtypes and to explore the underlying tumor immunity. Results: We determined the aberrant expression and prognostic relevance of cuproptosis-related genes (CRGs) in LUAD. There were significant differences in survival, biological function, and immune infiltration among the cuproptosis subtypes. In addition, the constructed cuproptosis scoring system could predict clinical outcomes, tumor microenvironment, and efficacy of targeted drugs and immunotherapy in patients with LUAD. After validating with large-scale data, we propose that combining the cuproptosis score and immune checkpoint blockade (ICB) therapy can significantly enhance the efficacy of immunotherapy and guide targeted drug application in patients with LUAD. Conclusion: The Cuproptosis score is a promising biomarker with high accuracy and specificity for determining LUAD prognosis, molecular subtypes, immune cell infiltration, and treatment options for immunotherapy and targeted therapies for patients with LUAD. It provides novel insights to guide personalized treatment strategies for patients with LUAD.

3.
Nat Commun ; 13(1): 7414, 2022 12 02.
Article in English | MEDLINE | ID: mdl-36460681

ABSTRACT

Pluripotent stem cells hold great promise in regenerative medicine and developmental biology studies. Mitochondrial metabolites, including tricarboxylic acid (TCA) cycle intermediates, have been reported to play critical roles in pluripotency. Here we show that TCA cycle enzymes including Pdha1, Pcb, Aco2, Cs, Idh3a, Ogdh, Sdha and Mdh2 are translocated to the nucleus during somatic cell reprogramming, primed-to-naive transition and totipotency acquisition. The nuclear-localized TCA cycle enzymes Pdha1, Pcb, Aco2, Cs, Idh3a promote somatic cell reprogramming and primed-to-naive transition. In addition, nuclear-localized TCA cycle enzymes, particularly nuclear-targeted Pdha1, facilitate the 2-cell program in pluripotent stem cells. Mechanistically, nuclear Pdha1 increases the acetyl-CoA and metabolite pool in the nucleus, leading to chromatin remodeling at pluripotency genes by enhancing histone H3 acetylation. Our results reveal an important role of mitochondrial TCA cycle enzymes in the epigenetic regulation of pluripotency that constitutes a mitochondria-to-nucleus retrograde signaling mode in different states of pluripotent acquisition.


Subject(s)
Epigenesis, Genetic , Histones , Acetylation , Cell Nucleus , Mitochondria
4.
Front Cell Dev Biol ; 10: 930933, 2022.
Article in English | MEDLINE | ID: mdl-35874816

ABSTRACT

Background: Adaptor-related protein complex 3, sigma one subunit (AP3S1) is one of the encoding subunits of the adaptor complex AP-3. However, its role in various tumor types and relationship with the tumor immune microenvironment (TIME) remains unclear. Methods: AP3S1 expression was analyzed using datasets from The Cancer Genome Atlas, Genotype-Tissue Expression, UALCAN, and HPA databases. Then, we performed a systematic analysis of the genetic alterations, clinical features, and prognostic value of AP3S1 in pan-cancer. Gene set enrichment analysis (GSEA) and gene set variation analysis (GSVA) were used to identify the signaling pathways associated with AP3S1. The correlation between immune cell infiltration and AP3S1 expression was analyzed using immune cell infiltration data from the ImmuCellAI, TIMER2, and a previous study. Finally, we analyzed the association of AP3S1 with tumor mutational burden (TMB), microsatellite instability (MSI), and immune-related genes. Results: We found AP3S1 overexpression in most tumors and a significant association with low survival rates. GSEA and GSVA results show that AP3S1 is involved in tumor progression and associated with immune pathways in different tumor types. We also found that AP3S1 expression was positively correlated with the level of infiltration of immunosuppressive cells (tumor-associated macrophages, cancer-associated fibroblasts, Tregs) and negatively correlated with immune killer cells, including NK cells and CD8+ T cells, in pan-cancer. The expression of AP3S1 could affect TMB and MSI in various cancers. In addition, AP3S1 was positively correlated with most immunosuppressive genes, including PD-1, PD-L1, CTLA4, LAG3 and TIGIT in most cancer types. Conclusion: Our study reveals that AP3S1 is a potential pan-cancer oncogene and plays an essential role in tumorigenesis and cancer immunity. Elevated expression of AP3S1 indicates an immunosuppressive microenvironment and can be used as a potential prognostic biomarker and a target for immunotherapy.

5.
Sci Adv ; 8(15): eabk2376, 2022 Apr 15.
Article in English | MEDLINE | ID: mdl-35417232

ABSTRACT

Mitochondrial quality control plays an important role in maintaining mitochondrial homeostasis and function. Disruption of mitochondrial quality control degrades brain function. We found that flunarizine (FNZ), a drug whose chronic use causes parkinsonism, led to a parkinsonism-like motor dysfunction in mice. FNZ induced mitochondrial dysfunction and decreased mitochondrial mass specifically in the brain. FNZ decreased mitochondrial content in both neurons and astrocytes, without affecting the number of nigral dopaminergic neurons. In human neural progenitor cells, FNZ also induced mitochondrial depletion. Mechanistically, independent of ATG5- or RAB9-mediated mitophagy, mitochondria were engulfed by lysosomes, followed by a vesicle-associated membrane protein 2- and syntaxin-4-dependent extracellular secretion. A genome-wide CRISPR knockout screen identified genes required for FNZ-induced mitochondrial elimination. These results reveal not only a previously unidentified lysosome-associated exocytosis process of mitochondrial quality control that may participate in the FNZ-induced parkinsonism but also a drug-based method for generating mitochondria-depleted mammal cells.

7.
Nat Struct Mol Biol ; 28(11): 900-908, 2021 11.
Article in English | MEDLINE | ID: mdl-34711968

ABSTRACT

Mitochondria, the only semiautonomous organelles in mammalian cells, possess a circular, double-stranded genome termed mitochondrial DNA (mtDNA). While nuclear genomic DNA compaction, chromatin compartmentalization and transcription are known to be regulated by phase separation, how the mitochondrial nucleoid, a highly compacted spherical suborganelle, is assembled and functions is unknown. Here we assembled mitochondrial nucleoids in vitro and show that mitochondrial transcription factor A (TFAM) undergoes phase separation with mtDNA to drive nucleoid self-assembly. Moreover, nucleoid droplet formation promotes recruitment of the transcription machinery via a special, co-phase separation that concentrates transcription initiation, elongation and termination factors, and retains substrates to facilitate mtDNA transcription. We propose a model of mitochondrial nucleoid self-assembly driven by phase separation, and a pattern of co-phase separation involved in mitochondrial transcriptional regulation, which orchestrates the roles of TFAM in both mitochondrial nucleoid organization and transcription.


Subject(s)
DNA, Mitochondrial/genetics , DNA-Binding Proteins/metabolism , Gene Expression Regulation/genetics , Mitochondria/genetics , Mitochondrial Proteins/metabolism , Transcription Factors/metabolism , Transcription, Genetic/genetics , Animals , Biomolecular Condensates/physiology , Cell Line , Genome, Mitochondrial/genetics , HEK293 Cells , HeLa Cells , Humans , Mice , Mitochondria/metabolism
8.
STAR Protoc ; 2(3): 100706, 2021 09 17.
Article in English | MEDLINE | ID: mdl-34401775

ABSTRACT

We describe a fluorescence recovery after photobleaching (FRAP) protocol for assessing the dynamics of heterochromatin/euchromatin and identifying chromatin relaxers for cell fate transition. Here, we developed a system to track heterochromatin foci with HP1α-cherry and performed FRAP assay of H1-GFP to analyze the dynamics of heterochromatin and euchromatin during somatic cell reprogramming. This protocol is used to screen factors that impact chromatin structure, which could also be used to identify chromatin relaxers and repressors in various cell fate transitions. For complete details on the use and execution of this protocol, please refer to Chen et al. (2016) and Chen et al. (2020).


Subject(s)
Chromatin Assembly and Disassembly/drug effects , Drug Evaluation, Preclinical/methods , Fluorescence Recovery After Photobleaching/methods , Animals , Cell Line , Chromatin , Chromatin Assembly and Disassembly/physiology , Chromosomal Proteins, Non-Histone/metabolism , Euchromatin , Fibroblasts/metabolism , Heterochromatin , Histones/genetics , Mice , NIH 3T3 Cells
10.
Nat Metab ; 2(9): 882-892, 2020 09.
Article in English | MEDLINE | ID: mdl-32839595

ABSTRACT

Somatic cell reprogramming provides insight into basic principles of cell fate determination, which remain poorly understood. Here we show that the transcription factor Glis1 induces multi-level epigenetic and metabolic remodelling in stem cells that facilitates the induction of pluripotency. We find that Glis1 enables reprogramming of senescent cells into pluripotent cells and improves genome stability. During early phases of reprogramming, Glis1 directly binds to and opens chromatin at glycolytic genes, whereas it closes chromatin at somatic genes to upregulate glycolysis. Subsequently, higher glycolytic flux enhances cellular acetyl-CoA and lactate levels, thereby enhancing acetylation (H3K27Ac) and lactylation (H3K18la) at so-called 'second-wave' and pluripotency gene loci, opening them up to facilitate cellular reprogramming. Our work highlights Glis1 as a powerful reprogramming factor, and reveals an epigenome-metabolome-epigenome signalling cascade that involves the glycolysis-driven coordination of histone acetylation and lactylation in the context of cell fate determination.


Subject(s)
DNA-Binding Proteins/metabolism , Epigenome , Induced Pluripotent Stem Cells , Metabolome , Signal Transduction/genetics , Signal Transduction/physiology , Transcription Factors/metabolism , Acetyl Coenzyme A/metabolism , Animals , Cellular Reprogramming , Cellular Senescence , Chromatin Immunoprecipitation , Glucose/metabolism , Lactic Acid/metabolism , Male , Mice , Plasmids/genetics
11.
Autophagy ; 16(3): 562-574, 2020 03.
Article in English | MEDLINE | ID: mdl-31234709

ABSTRACT

Selective elimination of mitochondria by autophagy is a critical strategy for a variety of physiological processes, including development, cell-fate determination and stress response. Although several mechanisms have been identified as responsible for selective degradation of mitochondria, such as the PINK1-PRKN/PARKIN- and receptor-dependent pathways, aspects of the mechanisms and particularly the principles underlying the selection process of mitochondria remain obscure. Here, we addressed a new selection strategy in which the selective elimination of mitochondria is dependent on organellar topology. We found that populations of mitochondria undergo different topological transformations under serum starvation, either swelling or forming donut shapes. Swollen mitochondria are associated with mitochondrial membrane potential dissipation and PRKN recruitment, which promote their selective elimination, while the donut topology maintains mitochondrial membrane potential and helps mitochondria resist autophagy. Mechanistic studies show that donuts resist autophagy even after depolarization through preventing recruitment of autophagosome receptors CALCOCO2/NDP52 and OPTN even after PRKN recruitment. Our results demonstrate topology-dependent, bifurcated mitochondrial recycling under starvation, that is swollen mitochondria undergo removal by autophagy, while donut mitochondria undergo fission and fusion cycles for reintegration. This study reveals a novel morphological selection for control of mitochondrial quality and quantity under starvation.


Subject(s)
Mitochondria/metabolism , Animals , Autophagy/drug effects , Autophagy-Related Protein 5/metabolism , Carbonyl Cyanide p-Trifluoromethoxyphenylhydrazone/pharmacology , Cell Cycle Proteins/metabolism , Cell Line, Tumor , Culture Media, Serum-Free , Humans , Membrane Potential, Mitochondrial/drug effects , Membrane Transport Proteins/metabolism , Mice , Mitochondria/ultrastructure , Mitophagy/drug effects , Ubiquitin-Protein Ligases/metabolism , Ubiquitination/drug effects
12.
EMBO J ; 39(1): e99165, 2020 01 02.
Article in English | MEDLINE | ID: mdl-31571238

ABSTRACT

The success of Yamanaka factor reprogramming of somatic cells into induced pluripotent stem cells suggests that some factor(s) must remodel the nuclei from a condensed state to a relaxed state. How factor-dependent chromatin opening occurs remains unclear. Using FRAP and ATAC-seq, we found that Oct4 acts as a pioneer factor that loosens heterochromatin and facilitates the binding of Klf4 and the expression of epithelial genes in early reprogramming, leading to enhanced mesenchymal-to-epithelial transition. A mutation in the Oct4 linker, L80A, which shows impaired interaction with the BAF complex component Brg1, is inactive in heterochromatin loosening. Oct4-L80A also blocks the binding of Klf4 and retards MET. Finally, vitamin C or Gadd45a could rescue the reprogramming deficiency of Oct4-L80A by enhancing chromatin opening and Klf4 binding. These studies reveal a cooperation between Oct4 and Klf4 at the chromatin level that facilitates MET at the cellular level and shed light into the research of multiple factors in cell fate determination.


Subject(s)
Cellular Reprogramming , Epithelial Cells/metabolism , Heterochromatin/metabolism , Histones/metabolism , Induced Pluripotent Stem Cells/cytology , Kruppel-Like Transcription Factors/metabolism , Octamer Transcription Factor-3/metabolism , Animals , Antioxidants/pharmacology , Ascorbic Acid/pharmacology , Cell Cycle Proteins/genetics , Cell Cycle Proteins/metabolism , Cell Differentiation , Cells, Cultured , DNA Helicases/genetics , DNA Helicases/metabolism , Epithelial Cells/cytology , Epithelial-Mesenchymal Transition , Fibroblasts/cytology , Fibroblasts/metabolism , Heterochromatin/genetics , Histones/genetics , Humans , Induced Pluripotent Stem Cells/metabolism , Kruppel-Like Factor 4 , Kruppel-Like Transcription Factors/genetics , Mice , Nuclear Proteins/genetics , Nuclear Proteins/metabolism , Octamer Transcription Factor-3/genetics , Transcription Factors/genetics , Transcription Factors/metabolism
13.
Autophagy ; 13(9): 1543-1555, 2017 Sep 02.
Article in English | MEDLINE | ID: mdl-28722510

ABSTRACT

Induced pluripotent stem cells (iPSCs) have fewer and immature mitochondria than somatic cells and mainly rely on glycolysis for energy source. During somatic cell reprogramming, somatic mitochondria and other organelles get remodeled. However, events of organelle remodeling and interaction during somatic cell reprogramming have not been extensively explored. We show that both SKP/SKO (Sox2, Klf4, Pou5f1/Oct4) and SKPM/SKOM (SKP/SKO plus Myc/c-Myc) reprogramming lead to decreased mitochondrial mass but with different kinetics and by divergent pathways. Rapid, MYC/c-MYC-induced cell proliferation may function as the main driver of mitochondrial decrease in SKPM/SKOM reprogramming. In SKP/SKO reprogramming, however, mitochondrial mass initially increases and subsequently decreases via mitophagy. This mitophagy is dependent on the mitochondrial outer membrane receptor BNIP3L/NIX but not on mitochondrial membrane potential (ΔΨm) dissipation, and this SKP/SKO-induced mitophagy functions in an important role during the reprogramming process. Furthermore, endosome-related RAB5 is involved in mitophagosome formation in SKP/SKO reprogramming. These results reveal a novel role of mitophagy in reprogramming that entails the interaction between mitochondria, macroautophagy/autophagy and endosomes.


Subject(s)
Cellular Reprogramming , Membrane Proteins/metabolism , Mitochondria/metabolism , Mitochondrial Proteins/metabolism , Mitophagy , Animals , Embryo, Mammalian/cytology , Endosomes/metabolism , Endosomes/ultrastructure , Fibroblasts/metabolism , Kruppel-Like Factor 4 , Membrane Potential, Mitochondrial , Mice , Mitochondria/ultrastructure , Models, Biological , Transcription Factors/metabolism , rab5 GTP-Binding Proteins/metabolism
14.
EMBO Rep ; 17(11): 1641-1656, 2016 11.
Article in English | MEDLINE | ID: mdl-27702986

ABSTRACT

Reprogramming of somatic cells to induced pluripotent stem cells rewrites the code of cell fate at the chromatin level. Yet, little is known about this process physically. Here, we describe a fluorescence recovery after photobleaching method to assess the dynamics of heterochromatin/euchromatin and show significant heterochromatin loosening at the initial stage of reprogramming. We identify growth arrest and DNA damage-inducible protein a (Gadd45a) as a chromatin relaxer in mouse embryonic fibroblasts, which also enhances somatic cell reprogramming efficiency. We show that residue glycine 39 (G39) in Gadd45a is essential for interacting with core histones, opening chromatin and enhancing reprogramming. We further demonstrate that Gadd45a destabilizes histone-DNA interactions and facilitates the binding of Yamanaka factors to their targets for activation. Our study provides a method to screen factors that impact on chromatin structure in live cells, and identifies Gadd45a as a chromatin relaxer.


Subject(s)
Cell Cycle Proteins/genetics , Cellular Reprogramming , Heterochromatin/metabolism , Induced Pluripotent Stem Cells/physiology , Nuclear Proteins/genetics , Animals , Cell Cycle Proteins/metabolism , Cell Differentiation/genetics , Cellular Reprogramming/genetics , DNA/genetics , DNA/metabolism , Embryonic Stem Cells/metabolism , Fibroblasts/metabolism , Glycine/metabolism , Heterochromatin/genetics , Histones/genetics , Histones/metabolism , Induced Pluripotent Stem Cells/metabolism , Mice , Nuclear Proteins/metabolism , Photobleaching
15.
Biophys J ; 109(5): 892-9, 2015 Sep 01.
Article in English | MEDLINE | ID: mdl-26331247

ABSTRACT

Mitochondria are highly dynamic cell organelles. Continual cycles of fusion and fission play an important role in mitochondrial metabolism and cellular signaling. Previously, a novel mitochondrial morphology, the donut, was reported in cells after hypoxia-reoxygenation or osmotic pressure changes. However, the mechanism of donut formation remained elusive. Here, we obtained the distribution of donut diameters (D = 2R) and found that 95% are >0.8 µm. We also performed highly precise measurements of the mitochondrial tubule diameters using superresolution and electron microscopy. Then, we set up a model by calculating the mitochondrial bending energy and osmotic potential during donut formation. It shows that the bending energy is increased as the radius of curvature, R, gets smaller in the process of donut formation, especially for radii <0.4 µm, creating a barrier to donut formation. The calculations also show that osmotic potential energy release can balance the rising bending energy through volume expansion. Finally, we revealed the donut formation process in a Gibbs free-energy-dependent model combining calculations and measurements.


Subject(s)
Mitochondria/metabolism , Models, Biological , Animals , Biomechanical Phenomena , Cell Hypoxia , Cell Line , Mice , Microscopy , Osmotic Pressure , Oxygen/metabolism , Thermodynamics
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